1\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L385_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [385, 387], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L384_C4\", \"vector\": [8, 2, 0.4667, 0.0036, 2, 0.81, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--use_threads\\\", dest=\\\"use_threads\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Use multiple threads rather than processes. Needs --jobs N with N > 1\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L388_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [388, 391], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.471, 0.0048, 1, 0.3, 0.4667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"just_print\\\" not in ignored_args:\\n parser.add_option(\\\"-n\\\", \\\"--just_print\\\", dest=\\\"just_print\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run any commands; just print the pipeline.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L389_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [389, 391], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L388_C4\", \"vector\": [8, 2, 0.4716, 0.0036, 2, 0.55, 0.0, 176, 3, 6, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"-n\\\", \\\"--just_print\\\", dest=\\\"just_print\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run any commands; just print the pipeline.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L392_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [392, 395], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.4758, 0.0048, 1, 0.3, 0.5333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"touch_files_only\\\" not in ignored_args:\\n parser.add_option(\\\"--touch_files_only\\\", dest=\\\"touch_files_only\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run the pipeline; just 'touch' the output for each task to make them appear up to date.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L393_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [393, 395], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L392_C4\", \"vector\": [8, 2, 0.4764, 0.0036, 2, 0.55, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--touch_files_only\\\", dest=\\\"touch_files_only\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run the pipeline; just 'touch' the output for each task to make them appear up to date.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L396_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [396, 399], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.4807, 0.0048, 1, 0.3, 0.6, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"recreate_database\\\" not in ignored_args:\\n parser.add_option(\\\"--recreate_database\\\", dest=\\\"recreate_database\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run the pipeline; just recreate the checksum database.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L397_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [397, 399], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L396_C4\", \"vector\": [8, 2, 0.4813, 0.0036, 2, 0.99, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--recreate_database\\\", dest=\\\"recreate_database\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Don't actually run the pipeline; just recreate the checksum database.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L400_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [400, 404], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.4861, 0.006, 1, 0.3, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"checksum_file_name\\\" not in ignored_args:\\n parser.add_option(\\\"--checksum_file_name\\\", dest=\\\"history_file\\\",\\n metavar=\\\"FILE\\\",\\n type=\\\"string\\\",\\n help=\\\"Path of the checksum file.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L401_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [401, 404], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L400_C4\", \"vector\": [8, 2, 0.4867, 0.0048, 2, 0.06, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--checksum_file_name\\\", dest=\\\"history_file\\\",\\n metavar=\\\"FILE\\\",\\n type=\\\"string\\\",\\n help=\\\"Path of the checksum file.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L405_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [405, 410], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.4927, 0.0073, 1, 0.3, 0.7333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"flowchart\\\" not in ignored_args:\\n parser.add_option(\\\"--flowchart\\\", dest=\\\"flowchart\\\",\\n metavar=\\\"FILE\\\",\\n type=\\\"string\\\",\\n help=\\\"Don't actually run any commands; just print the pipeline \\\"\\n \\\"as a flowchart.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L406_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [406, 410], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L405_C4\", \"vector\": [8, 2, 0.4933, 0.006, 2, 0.85, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--flowchart\\\", dest=\\\"flowchart\\\",\\n metavar=\\\"FILE\\\",\\n type=\\\"string\\\",\\n help=\\\"Don't actually run any commands; just print the pipeline \\\"\\n \\\"as a flowchart.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L415_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [415, 418], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.5036, 0.0048, 1, 0.3, 0.8, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"key_legend_in_graph\\\" not in ignored_args:\\n parser.add_option(\\\"--key_legend_in_graph\\\", dest=\\\"key_legend_in_graph\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Print out legend and key for dependency graph.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L416_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [416, 418], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L415_C4\", \"vector\": [8, 2, 0.5042, 0.0036, 2, 0.53, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--key_legend_in_graph\\\", dest=\\\"key_legend_in_graph\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Print out legend and key for dependency graph.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L419_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [419, 422], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.5085, 0.0048, 1, 0.3, 0.8667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"flowchart_format\\\" not in ignored_args:\\n parser.add_option(\\\"--draw_graph_horizontally\\\", dest=\\\"draw_horizontally\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Draw horizontal dependency graph.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L420_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [420, 422], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L419_C4\", \"vector\": [8, 2, 0.5091, 0.0036, 2, 0.56, 0.0, 176, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--draw_graph_horizontally\\\", dest=\\\"draw_horizontally\\\",\\n action=\\\"store_true\\\", default=False,\\n help=\\\"Draw horizontal dependency graph.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L423_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [423, 430], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.5157, 0.0097, 1, 0.3, 0.9333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"flowchart_format\\\" not in ignored_args:\\n parser.add_option(\\\"--flowchart_format\\\", dest=\\\"flowchart_format\\\",\\n metavar=\\\"FORMAT\\\",\\n type=\\\"string\\\",\\n default = 'svg',\\n help=\\\"format of dependency graph file. Can be 'ps' (PostScript), \\\"+\\n \\\"'svg' 'svgz' (Structured Vector Graphics), \\\" +\\n \\\"'png' 'gif' (bitmap graphics) etc \\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L424_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [424, 430], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L423_C4\", \"vector\": [8, 2, 0.5163, 0.0085, 2, 0.53, 0.0, 176, 3, 6, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--flowchart_format\\\", dest=\\\"flowchart_format\\\",\\n metavar=\\\"FORMAT\\\",\\n type=\\\"string\\\",\\n default = 'svg',\\n help=\\\"format of dependency graph file. Can be 'ps' (PostScript), \\\"+\\n \\\"'svg' 'svgz' (Structured Vector Graphics), \\\" +\\n \\\"'png' 'gif' (bitmap graphics) etc \\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L431_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [431, 440], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L309_C0\", \"vector\": [4, 1, 0.5266, 0.0121, 1, 0.3, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"forced_tasks\\\" not in ignored_args:\\n parser.add_option(\\\"--forced_tasks\\\", dest=\\\"forced_tasks\\\",\\n action=\\\"append\\\",\\n default = list(),\\n metavar=\\\"JOBNAME\\\",\\n type=\\\"string\\\",\\n help=\\\"Pipeline task(s) which will be included even if they are up to date.\\\")\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L432_C8\", \"label\": \"add_option()\", \"type\": \"expression\", \"loc\": [432, 437], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L431_C4\", \"vector\": [8, 2, 0.5254, 0.0073, 2, 0.46, 0.0, 176, 3, 7, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"add_option\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_option\", \"annotation\": \"\"}, \"snippet\": \" parser.add_option(\\\"--forced_tasks\\\", dest=\\\"forced_tasks\\\",\\n action=\\\"append\\\",\\n default = list(),\\n metavar=\\\"JOBNAME\\\",\\n type=\\\"string\\\",\\n help=\\\"Pipeline task(s) which will be included even if they are up to date.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L440_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [440, 440], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L431_C4\", \"vector\": [13, 2, 0.532, 0.0012, 2, 0.46, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return parser\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Import_L445_C0\", \"label\": \"logging import logging\", \"type\": \"import\", \"loc\": [445, 445], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5381, 0.0012, 0, 0.66, 0.2857, 715, 0, 1, 0, 0, 715, 0, 0], \"semantic\": {\"name\": \"logging\", \"arg_names\": [], \"import_names\": [\"logging\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import logging\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Import_L446_C0\", \"label\": \"logging.handlers import logging.handlers\", \"type\": \"import\", \"loc\": [446, 446], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5393, 0.0012, 0, 0.66, 0.3333, 365, 0, 1, 0, 0, 365, 0, 0], \"semantic\": {\"name\": \"logging.handlers\", \"arg_names\": [], \"import_names\": [\"logging.handlers\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import logging.handlers\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L447_C0\", \"label\": \"MESSAGE =\", \"type\": \"assigned_variable\", \"loc\": [447, 447], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.5405, 0.0012, 0, 0.66, 0.381, 608, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"MESSAGE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"MESSAGE = 15\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L448_C0\", \"label\": \"addLevelName()\", \"type\": \"expression\", \"loc\": [448, 448], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.5417, 0.0012, 0, 0.66, 0.4286, 62, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"addLevelName\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addLevelName\", \"annotation\": \"\"}, \"snippet\": \"logging.addLevelName(MESSAGE, \\\"MESSAGE\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ImportFrom_L449_C0\", \"label\": \"from import task\", \"type\": \"import\", \"loc\": [449, 449], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5429, 0.0012, 0, 0.66, 0.4762, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [\"task\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from . import task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ImportFrom_L450_C0\", \"label\": \"from import proxy_logger\", \"type\": \"import\", \"loc\": [450, 450], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5441, 0.0012, 0, 0.66, 0.5238, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [\"proxy_logger\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from . import proxy_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ImportFrom_L451_C0\", \"label\": \"from ruffus_utility import CHECKSUM_REGENERATE\", \"type\": \"import\", \"loc\": [451, 451], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5453, 0.0012, 0, 0.66, 0.5714, 162, 0, 1, 0, 0, 162, 0, 0], \"semantic\": {\"name\": \"ruffus_utility\", \"arg_names\": [], \"import_names\": [\"CHECKSUM_REGENERATE\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .ruffus_utility import CHECKSUM_REGENERATE\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Import_L452_C0\", \"label\": \"sys import sys\", \"type\": \"import\", \"loc\": [452, 452], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.5466, 0.0012, 0, 0.66, 0.619, 509, 0, 1, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L463_C0\", \"label\": \"setup_logging\", \"type\": \"function\", \"loc\": [463, 464], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5605, 0.0024, 0, 0.66, 0.6667, 183, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"setup_logging\", \"arg_names\": [\"module_name\", \"log_file_name\", \"verbose\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def setup_logging (module_name, log_file_name, verbose):\\n return proxy_logger.make_shared_logger_and_proxy (setup_logging_factory, module_name, [log_file_name, verbose])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L464_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [464, 464], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L463_C0\", \"vector\": [13, 1, 0.5611, 0.0012, 1, 0.37, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return proxy_logger.make_shared_logger_and_proxy (setup_logging_factory, module_name, [log_file_name, verbose])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"label\": \"setup_logging_factory\", \"type\": \"function\", \"loc\": [467, 589], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.6385, 0.1487, 0, 0.66, 0.7143, 477, 0, 2, 1, 0, 0, 0, 19], \"semantic\": {\"name\": \"setup_logging_factory\", \"arg_names\": [\"logger_name\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def setup_logging_factory (logger_name, args):\\n log_file_name, verbose = args\\n \\\"\\\"\\\"\\n This function is a simple around wrapper around the python\\n `logging <http://docs.python.org/library/logging.html>`_ module.\\n\\n This *logger_factory* example creates logging objects which can\\n then be managed by proxy via ``ruffus.proxy_logger.make_shared_logger_and_proxy()``\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L468_C4\", \"label\": \"log_file_name, verbose =\", \"type\": \"assigned_variable\", \"loc\": [468, 468], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [14, 1, 0.5659, 0.0012, 1, 0.82, 0.0, 67, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"log_file_name, verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" log_file_name, verbose = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L469_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [469, 527], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [8, 1, 0.6022, 0.0713, 1, 0.82, 0.1, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n This function is a simple around wrapper around the python\\n `logging <http://docs.python.org/library/logging.html>`_ module.\\n\\n This *logger_factory* example creates logging objects which can\\n then be managed by proxy via ``ruffus.proxy_logger.make_shared_logger_and_proxy()``\\n\\n This can be:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L532_C4\", \"label\": \"new_logger = getLogger()\", \"type\": \"assigned_variable\", \"loc\": [532, 532], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [14, 1, 0.6433, 0.0012, 1, 0.82, 0.2, 213, 3, 1, 0, 0, 71, 10, 1], \"semantic\": {\"name\": \"new_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"getLogger\", \"annotation\": \"\"}, \"snippet\": \" new_logger = logging.getLogger(logger_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L534_C4\", \"label\": \"debug_filter\", \"type\": \"class\", \"loc\": [534, 539], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [3, 1, 0.6487, 0.0073, 1, 0.82, 0.3, 858, 0, 1, 0, 0, 339, 0, 0], \"semantic\": {\"name\": \"debug_filter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class debug_filter(logging.Filter):\\n \\\"\\\"\\\"\\n Ignore INFO messages\\n \\\"\\\"\\\"\\n def filter(self, record):\\n return logging.INFO != record.levelno\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L535_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [535, 537], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L534_C4\", \"vector\": [8, 2, 0.6481, 0.0036, 2, 0.46, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Ignore INFO messages\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L538_C8\", \"label\": \"filter\", \"type\": \"function\", \"loc\": [538, 539], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L534_C4\", \"vector\": [2, 2, 0.6511, 0.0024, 2, 0.46, 1.0, 526, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"filter\", \"arg_names\": [\"self\", \"record\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def filter(self, record):\\n return logging.INFO != record.levelno\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L539_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [539, 539], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L538_C8\", \"vector\": [13, 3, 0.6518, 0.0012, 3, 0.33, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return logging.INFO != record.levelno\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L541_C4\", \"label\": \"NullHandler\", \"type\": \"class\", \"loc\": [541, 546], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [3, 1, 0.6572, 0.0073, 1, 0.82, 0.4, 694, 0, 1, 0, 0, 981, 0, 0], \"semantic\": {\"name\": \"NullHandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class NullHandler(logging.Handler):\\n \\\"\\\"\\\"\\n for when there is no logging\\n \\\"\\\"\\\"\\n def emit(self, record):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L542_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [542, 544], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L541_C4\", \"vector\": [8, 2, 0.6566, 0.0036, 2, 0.51, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n for when there is no logging\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L545_C8\", \"label\": \"emit\", \"type\": \"function\", \"loc\": [545, 546], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L541_C4\", \"vector\": [2, 2, 0.6596, 0.0024, 2, 0.51, 1.0, 627, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"emit\", \"arg_names\": [\"self\", \"record\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def emit(self, record):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L549_C4\", \"label\": \"setLevel()\", \"type\": \"expression\", \"loc\": [549, 549], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [8, 1, 0.6638, 0.0012, 1, 0.82, 0.5, 810, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setLevel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setLevel\", \"annotation\": \"\"}, \"snippet\": \" new_logger.setLevel(logging.DEBUG)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L550_C4\", \"label\": \"has_handler =\", \"type\": \"assigned_variable\", \"loc\": [550, 550], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [14, 1, 0.6651, 0.0012, 1, 0.82, 0.6, 487, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"has_handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" has_handler = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [553, 570], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [4, 1, 0.679, 0.0218, 1, 0.82, 0.7, 0, 2, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if log_file_name:\\n handler = logging.FileHandler(log_file_name, delay=False)\\n class stipped_down_formatter(logging.Formatter):\\n def format(self, record):\\n prefix = \\\"\\\"\\n if not hasattr(self, \\\"first_used\\\"):\\n self.first_used = True\\n prefix = \\\"\\\\n\\\" + self.formatTime(record, \\\"%Y-%m-%d\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L554_C8\", \"label\": \"handler = FileHandler()\", \"type\": \"assigned_variable\", \"loc\": [554, 554], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [14, 2, 0.6699, 0.0012, 2, 0.92, 0.0, 388, 3, 2, 0, 0, 306, 10, 1], \"semantic\": {\"name\": \"handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"FileHandler\", \"annotation\": \"\"}, \"snippet\": \" handler = logging.FileHandler(log_file_name, delay=False)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L555_C8\", \"label\": \"stipped_down_formatter\", \"type\": \"class\", \"loc\": [555, 566], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [3, 2, 0.6778, 0.0145, 2, 0.92, 0.2, 884, 0, 1, 0, 0, 719, 0, 3], \"semantic\": {\"name\": \"stipped_down_formatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class stipped_down_formatter(logging.Formatter):\\n def format(self, record):\\n prefix = \\\"\\\"\\n if not hasattr(self, \\\"first_used\\\"):\\n self.first_used = True\\n prefix = \\\"\\\\n\\\" + self.formatTime(record, \\\"%Y-%m-%d\\\")\\n prefix += \\\" %(name)s\\\\n\\\" % record.__dict__\\n if record.levelname in (\\\"INFO\\\", \\\"MESSAGE\\\", \\\"DEBUG\\\"):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L556_C12\", \"label\": \"format\", \"type\": \"function\", \"loc\": [556, 566], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:ClassDef_L555_C8\", \"vector\": [2, 3, 0.6784, 0.0133, 3, 0.49, 0.0, 293, 0, 2, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"format\", \"arg_names\": [\"self\", \"record\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def format(self, record):\\n prefix = \\\"\\\"\\n if not hasattr(self, \\\"first_used\\\"):\\n self.first_used = True\\n prefix = \\\"\\\\n\\\" + self.formatTime(record, \\\"%Y-%m-%d\\\")\\n prefix += \\\" %(name)s\\\\n\\\" % record.__dict__\\n if record.levelname in (\\\"INFO\\\", \\\"MESSAGE\\\", \\\"DEBUG\\\"):\\n self._fmt = \\\" %(asctime)s - %(message)s\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L557_C16\", \"label\": \"prefix =\", \"type\": \"assigned_variable\", \"loc\": [557, 557], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L556_C12\", \"vector\": [14, 4, 0.6735, 0.0012, 4, 0.62, 0.0, 284, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"prefix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" prefix = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L558_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [558, 561], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L556_C12\", \"vector\": [4, 4, 0.6765, 0.0048, 4, 0.62, 0.3333, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not hasattr(self, \\\"first_used\\\"):\\n self.first_used = True\\n prefix = \\\"\\\\n\\\" + self.formatTime(record, \\\"%Y-%m-%d\\\")\\n prefix += \\\" %(name)s\\\\n\\\" % record.__dict__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L559_C20\", \"label\": \"self.first_used =\", \"type\": \"assigned_variable\", \"loc\": [559, 559], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L558_C16\", \"vector\": [14, 5, 0.6759, 0.0012, 5, 0.79, 0.0, 804, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.first_used\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.first_used = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L560_C20\", \"label\": \"prefix =\", \"type\": \"assigned_variable\", \"loc\": [560, 560], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L558_C16\", \"vector\": [14, 5, 0.6771, 0.0012, 5, 0.79, 1.0, 284, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"prefix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" prefix = \\\"\\\\n\\\" + self.formatTime(record, \\\"%Y-%m-%d\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L562_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [562, 565], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L556_C12\", \"vector\": [4, 4, 0.6814, 0.0048, 4, 0.62, 0.6667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if record.levelname in (\\\"INFO\\\", \\\"MESSAGE\\\", \\\"DEBUG\\\"):\\n self._fmt = \\\" %(asctime)s - %(message)s\\\"\\n else:\\n self._fmt = \\\" %(asctime)s - %(levelname)-7s - %(message)s\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L563_C20\", \"label\": \"self._fmt =\", \"type\": \"assigned_variable\", \"loc\": [563, 563], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L562_C16\", \"vector\": [14, 5, 0.6808, 0.0012, 5, 0.38, 0.0, 362, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self._fmt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._fmt = \\\" %(asctime)s - %(message)s\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L565_C20\", \"label\": \"self._fmt =\", \"type\": \"assigned_variable\", \"loc\": [565, 565], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L562_C16\", \"vector\": [14, 5, 0.6832, 0.0012, 5, 0.38, 1.0, 362, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self._fmt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._fmt = \\\" %(asctime)s - %(levelname)-7s - %(message)s\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L566_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [566, 566], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L556_C12\", \"vector\": [13, 4, 0.6844, 0.0012, 4, 0.62, 1.0, 0, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return prefix + logging.Formatter.format(self, record)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L567_C8\", \"label\": \"setFormatter()\", \"type\": \"expression\", \"loc\": [567, 567], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [8, 2, 0.6856, 0.0012, 2, 0.92, 0.4, 948, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"setFormatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setFormatter\", \"annotation\": \"\"}, \"snippet\": \" handler.setFormatter(stipped_down_formatter(\\\"%(asctime)s - %(name)s - %(levelname)6s - %(message)s\\\", \\\"%H:%M:%S\\\"))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L568_C8\", \"label\": \"setLevel()\", \"type\": \"expression\", \"loc\": [568, 568], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [8, 2, 0.6868, 0.0012, 2, 0.92, 0.6, 810, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setLevel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setLevel\", \"annotation\": \"\"}, \"snippet\": \" handler.setLevel(MESSAGE)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L569_C8\", \"label\": \"addHandler()\", \"type\": \"expression\", \"loc\": [569, 569], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [8, 2, 0.688, 0.0012, 2, 0.92, 0.8, 255, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"addHandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addHandler\", \"annotation\": \"\"}, \"snippet\": \" new_logger.addHandler(handler)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L570_C8\", \"label\": \"has_handler =\", \"type\": \"assigned_variable\", \"loc\": [570, 570], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L553_C4\", \"vector\": [14, 2, 0.6892, 0.0012, 2, 0.92, 1.0, 487, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"has_handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" has_handler = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [573, 580], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [4, 1, 0.6971, 0.0097, 1, 0.82, 0.8, 0, 2, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose:\\n stderrhandler = logging.StreamHandler(sys.stderr)\\n stderrhandler.setFormatter(logging.Formatter(\\\" %(message)s\\\"))\\n stderrhandler.setLevel(logging.DEBUG)\\n if log_file_name:\\n stderrhandler.addFilter(debug_filter())\\n new_logger.addHandler(stderrhandler)\\n has_handler = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L574_C8\", \"label\": \"stderrhandler = StreamHandler()\", \"type\": \"assigned_variable\", \"loc\": [574, 574], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [14, 2, 0.6941, 0.0012, 2, 0.33, 0.0, 215, 3, 1, 0, 0, 514, 10, 1], \"semantic\": {\"name\": \"stderrhandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"StreamHandler\", \"annotation\": \"\"}, \"snippet\": \" stderrhandler = logging.StreamHandler(sys.stderr)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L575_C8\", \"label\": \"setFormatter()\", \"type\": \"expression\", \"loc\": [575, 575], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [8, 2, 0.6953, 0.0012, 2, 0.33, 0.2, 948, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"setFormatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setFormatter\", \"annotation\": \"\"}, \"snippet\": \" stderrhandler.setFormatter(logging.Formatter(\\\" %(message)s\\\"))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L576_C8\", \"label\": \"setLevel()\", \"type\": \"expression\", \"loc\": [576, 576], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [8, 2, 0.6965, 0.0012, 2, 0.33, 0.4, 810, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setLevel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setLevel\", \"annotation\": \"\"}, \"snippet\": \" stderrhandler.setLevel(logging.DEBUG)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L577_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [577, 578], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [4, 2, 0.6983, 0.0024, 2, 0.33, 0.6, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if log_file_name:\\n stderrhandler.addFilter(debug_filter())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L578_C12\", \"label\": \"addFilter()\", \"type\": \"expression\", \"loc\": [578, 578], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L577_C8\", \"vector\": [8, 3, 0.6989, 0.0012, 3, 0.27, 0.0, 61, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"addFilter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addFilter\", \"annotation\": \"\"}, \"snippet\": \" stderrhandler.addFilter(debug_filter())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L579_C8\", \"label\": \"addHandler()\", \"type\": \"expression\", \"loc\": [579, 579], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [8, 2, 0.7001, 0.0012, 2, 0.33, 0.8, 255, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"addHandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addHandler\", \"annotation\": \"\"}, \"snippet\": \" new_logger.addHandler(stderrhandler)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L580_C8\", \"label\": \"has_handler =\", \"type\": \"assigned_variable\", \"loc\": [580, 580], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L573_C4\", \"vector\": [14, 2, 0.7013, 0.0012, 2, 0.33, 1.0, 487, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"has_handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" has_handler = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L583_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [583, 584], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [4, 1, 0.7056, 0.0024, 1, 0.82, 0.9, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not has_handler:\\n new_logger.addHandler(NullHandler())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L584_C8\", \"label\": \"addHandler()\", \"type\": \"expression\", \"loc\": [584, 584], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L583_C4\", \"vector\": [8, 2, 0.7062, 0.0012, 2, 0.36, 0.0, 255, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"addHandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addHandler\", \"annotation\": \"\"}, \"snippet\": \" new_logger.addHandler(NullHandler())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L589_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [589, 589], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L467_C0\", \"vector\": [13, 1, 0.7122, 0.0012, 1, 0.82, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L597_C0\", \"label\": \"extra_pipeline_printout_graph_options =\", \"type\": \"assigned_variable\", \"loc\": [597, 610], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.7297, 0.0169, 0, 0.66, 0.7619, 857, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"extra_pipeline_printout_graph_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"extra_pipeline_printout_graph_options = [\\n \\\"ignore_upstream_of_target\\\" ,\\n \\\"skip_uptodate_tasks\\\" ,\\n \\\"gnu_make_maximal_rebuild_mode\\\" ,\\n \\\"test_all_task_for_update\\\" ,\\n \\\"minimal_key_legend\\\" ,\\n \\\"user_colour_scheme\\\" ,\\n \\\"pipeline_name\\\" ,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L611_C0\", \"label\": \"extra_pipeline_printout_options =\", \"type\": \"assigned_variable\", \"loc\": [611, 617], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.7424, 0.0085, 0, 0.66, 0.8095, 764, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"extra_pipeline_printout_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"extra_pipeline_printout_options = [\\n \\\"indent\\\" ,\\n \\\"gnu_make_maximal_rebuild_mode\\\" ,\\n \\\"checksum_level\\\" ,\\n \\\"history_file\\\" ,\\n \\\"wrap_width\\\" ,\\n \\\"runtime_data\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L620_C0\", \"label\": \"extra_pipeline_run_options =\", \"type\": \"assigned_variable\", \"loc\": [620, 631], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.7563, 0.0145, 0, 0.66, 0.8571, 378, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"extra_pipeline_run_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"extra_pipeline_run_options = [\\n \\\"gnu_make_maximal_rebuild_mode\\\" ,\\n \\\"runtime_data\\\" ,\\n \\\"one_second_per_job\\\" ,\\n # exposed directly in command line\\n #\\\"touch_files_only\\\" ,\\n \\\"history_file\\\" ,\\n \\\"logger\\\" ,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L639_C0\", \"label\": \"get_extra_options_appropriate_for_command\", \"type\": \"function\", \"loc\": [639, 651], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7799, 0.0157, 0, 0.66, 0.9048, 529, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_extra_options_appropriate_for_command\", \"arg_names\": [\"appropriate_option_names\", \"extra_options\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_extra_options_appropriate_for_command (appropriate_option_names, extra_options):\\n \\\"\\\"\\\"\\n Get extra options which are appropriate for\\n pipeline_printout\\n pipeline_printout_graph\\n pipeline_run\\n \\\"\\\"\\\"\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L640_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [640, 645], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L639_C0\", \"vector\": [8, 1, 0.7769, 0.0073, 1, 0.15, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Get extra options which are appropriate for\\n pipeline_printout\\n pipeline_printout_graph\\n pipeline_run\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L647_C4\", \"label\": \"appropriate_options = dict()\", \"type\": \"assigned_variable\", \"loc\": [647, 647], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L639_C0\", \"vector\": [14, 1, 0.7823, 0.0012, 1, 0.15, 0.3333, 368, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"appropriate_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" appropriate_options = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L648_C4\", \"label\": \"for option_name\", \"type\": \"for\", \"loc\": [648, 650], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L639_C0\", \"vector\": [6, 1, 0.7848, 0.0036, 1, 0.15, 0.6667, 320, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"option_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for option_name in appropriate_option_names:\\n if option_name in extra_options:\\n appropriate_options[option_name] = extra_options[option_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L649_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [649, 650], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L648_C4\", \"vector\": [4, 2, 0.7854, 0.0024, 2, 0.64, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if option_name in extra_options:\\n appropriate_options[option_name] = extra_options[option_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L650_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [650, 650], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L649_C8\", \"vector\": [14, 3, 0.786, 0.0012, 3, 0.65, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" appropriate_options[option_name] = extra_options[option_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L651_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [651, 651], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L639_C0\", \"vector\": [13, 1, 0.7872, 0.0012, 1, 0.15, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return appropriate_options\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"label\": \"handle_verbose\", \"type\": \"function\", \"loc\": [660, 720], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8343, 0.0738, 0, 0.66, 0.9524, 938, 0, 1, 1, 0, 0, 0, 15], \"semantic\": {\"name\": \"handle_verbose\", \"arg_names\": [\"options\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def handle_verbose (options):\\n \\\"\\\"\\\"\\n raw options.verbose is a list of specifiers\\n '+' : i.e. --verbose. This just increases the current verbosity value by 1\\n '\\\\d+' : e.g. --verbose 6. This (re)sets the verbosity value\\n '\\\\d+:\\\\d+' : e.g. --verbose 7:-5 The second number is the verbose_abbreviated_path\\n Set\\n options.verbosity\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L661_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [661, 674], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [8, 1, 0.8071, 0.0169, 1, 0.34, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n raw options.verbose is a list of specifiers\\n '+' : i.e. --verbose. This just increases the current verbosity value by 1\\n '\\\\d+' : e.g. --verbose 6. This (re)sets the verbosity value\\n '\\\\d+:\\\\d+' : e.g. --verbose 7:-5 The second number is the verbose_abbreviated_path\\n Set\\n options.verbosity\\n options.verbose_abbreviated_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L678_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [678, 685], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [4, 1, 0.8241, 0.0097, 1, 0.34, 0.1, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if options.verbose is None or isinstance(options.verbose, int):\\n # verbose_abbreviated_path default to None unless set explicity by the user\\n # in which case we shall prudently not override it!\\n # verbose_abbreviated_path of None will be set to the default at\\n # pipeline_run() / pipeline_printout()\\n if not hasattr(options, \\\"verbose_abbreviated_path\\\"):\\n setattr(options, \\\"verbose_abbreviated_path\\\", None)\\n return options\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L683_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [683, 684], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L678_C4\", \"vector\": [4, 2, 0.8265, 0.0024, 2, 0.3, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not hasattr(options, \\\"verbose_abbreviated_path\\\"):\\n setattr(options, \\\"verbose_abbreviated_path\\\", None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L684_C12\", \"label\": \"setattr()\", \"type\": \"expression\", \"loc\": [684, 684], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L683_C8\", \"vector\": [8, 3, 0.8271, 0.0012, 3, 0.79, 0.0, 501, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setattr\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setattr\", \"annotation\": \"\"}, \"snippet\": \" setattr(options, \\\"verbose_abbreviated_path\\\", None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L685_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [685, 685], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L678_C4\", \"vector\": [13, 2, 0.8283, 0.0012, 2, 0.3, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return options\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L689_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [689, 690], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [4, 1, 0.8337, 0.0024, 1, 0.34, 0.2, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(options.verbose, str):\\n options.verbose = [options.verbose]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L690_C8\", \"label\": \"options.verbose =\", \"type\": \"assigned_variable\", \"loc\": [690, 690], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L689_C4\", \"vector\": [14, 2, 0.8343, 0.0012, 2, 0.88, 0.0, 319, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"options.verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" options.verbose = [options.verbose]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L693_C4\", \"label\": \"curr_verbosity =\", \"type\": \"assigned_variable\", \"loc\": [693, 693], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [14, 1, 0.838, 0.0012, 1, 0.34, 0.3, 619, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"curr_verbosity\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" curr_verbosity = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L694_C4\", \"label\": \"curr_verbose_abbreviated_path =\", \"type\": \"assigned_variable\", \"loc\": [694, 694], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [14, 1, 0.8392, 0.0012, 1, 0.34, 0.4, 315, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"curr_verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" curr_verbose_abbreviated_path = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Import_L695_C4\", \"label\": \"re import re\", \"type\": \"import\", \"loc\": [695, 695], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [1, 1, 0.8404, 0.0012, 1, 0.34, 0.5, 540, 0, 1, 0, 0, 540, 0, 0], \"semantic\": {\"name\": \"re\", \"arg_names\": [], \"import_names\": [\"re\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import re\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L696_C4\", \"label\": \"match_regex = compile()\", \"type\": \"assigned_variable\", \"loc\": [696, 696], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [14, 1, 0.8416, 0.0012, 1, 0.34, 0.6, 846, 3, 1, 0, 0, 821, 10, 1], \"semantic\": {\"name\": \"match_regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"compile\", \"annotation\": \"\"}, \"snippet\": \" match_regex = re.compile(r\\\"(\\\\+)|(\\\\d+)(?::(\\\\-?\\\\d+))?\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L703_C4\", \"label\": \"for vv\", \"type\": \"for\", \"loc\": [703, 712], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [6, 1, 0.8555, 0.0121, 1, 0.34, 0.7, 849, 7, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"vv\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for vv in options.verbose:\\n mm = match_regex.match(vv)\\n if not mm:\\n raise Exception(\\\"error: verbosity argument is specified as --verbose INT or --verbose INT:INT. invalid value '%s'\\\" % vv)\\n if mm.group(1):\\n curr_verbosity += 1\\n else:\\n curr_verbosity = int(mm.group(2))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L704_C8\", \"label\": \"mm = match()\", \"type\": \"assigned_variable\", \"loc\": [704, 704], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L703_C4\", \"vector\": [14, 2, 0.8513, 0.0012, 2, 0.43, 0.0, 538, 3, 1, 0, 0, 36, 10, 1], \"semantic\": {\"name\": \"mm\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"match\", \"annotation\": \"\"}, \"snippet\": \" mm = match_regex.match(vv)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L705_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [705, 706], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L703_C4\", \"vector\": [4, 2, 0.8531, 0.0024, 2, 0.43, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not mm:\\n raise Exception(\\\"error: verbosity argument is specified as --verbose INT or --verbose INT:INT. invalid value '%s'\\\" % vv)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L707_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [707, 712], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L703_C4\", \"vector\": [4, 2, 0.8579, 0.0073, 2, 0.43, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if mm.group(1):\\n curr_verbosity += 1\\n else:\\n curr_verbosity = int(mm.group(2))\\n if mm.group(3):\\n curr_verbose_abbreviated_path = int(mm.group(3))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L710_C12\", \"label\": \"curr_verbosity = int()\", \"type\": \"assigned_variable\", \"loc\": [710, 710], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L707_C8\", \"vector\": [14, 3, 0.8585, 0.0012, 3, 0.62, 0.0, 619, 3, 1, 0, 0, 901, 10, 2], \"semantic\": {\"name\": \"curr_verbosity\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"int\", \"annotation\": \"\"}, \"snippet\": \" curr_verbosity = int(mm.group(2))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L711_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [711, 712], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L707_C8\", \"vector\": [4, 3, 0.8603, 0.0024, 3, 0.62, 1.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if mm.group(3):\\n curr_verbose_abbreviated_path = int(mm.group(3))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L712_C16\", \"label\": \"curr_verbose_abbreviated_path = int()\", \"type\": \"assigned_variable\", \"loc\": [712, 712], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L711_C12\", \"vector\": [14, 4, 0.8609, 0.0012, 4, 0.49, 0.0, 315, 3, 1, 0, 0, 901, 10, 2], \"semantic\": {\"name\": \"curr_verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"int\", \"annotation\": \"\"}, \"snippet\": \" curr_verbose_abbreviated_path = int(mm.group(3))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L716_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [716, 717], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [4, 1, 0.8664, 0.0024, 1, 0.34, 0.8, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not hasattr(options, \\\"verbose_abbreviated_path\\\"):\\n setattr(options, \\\"verbose_abbreviated_path\\\", curr_verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L717_C8\", \"label\": \"setattr()\", \"type\": \"expression\", \"loc\": [717, 717], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L716_C4\", \"vector\": [8, 2, 0.867, 0.0012, 2, 0.39, 0.0, 501, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setattr\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setattr\", \"annotation\": \"\"}, \"snippet\": \" setattr(options, \\\"verbose_abbreviated_path\\\", curr_verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L718_C4\", \"label\": \"options.verbose =\", \"type\": \"assigned_variable\", \"loc\": [718, 718], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [14, 1, 0.8682, 0.0012, 1, 0.34, 0.9, 319, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"options.verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" options.verbose = curr_verbosity\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L720_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [720, 720], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L660_C0\", \"vector\": [13, 1, 0.8706, 0.0012, 1, 0.34, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return options\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"label\": \"run\", \"type\": \"function\", \"loc\": [728, 825], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.9389, 0.1185, 0, 0.66, 1.0, 679, 0, 2, 1, 0, 0, 0, 10], \"semantic\": {\"name\": \"run\", \"arg_names\": [\"options\", \"extra_options\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def run (options, **extra_options):\\n \\\"\\\"\\\"\\n Take action depending on options\\n extra_options are passed (as appropriate to the underlying functions\\n Returns True if pipeline_run\\n \\\"\\\"\\\"\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L729_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [729, 733], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"vector\": [8, 1, 0.8839, 0.006, 1, 0.31, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Take action depending on options\\n extra_options are passed (as appropriate to the underlying functions\\n Returns True if pipeline_run\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L739_C4\", \"label\": \"for attr_name\", \"type\": \"for\", \"loc\": [739, 753], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"vector\": [6, 1, 0.9021, 0.0181, 1, 0.31, 0.25, 722, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"attr_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for attr_name in [ \\\"just_print\\\",\\n \\\"verbose\\\",\\n \\\"flowchart\\\",\\n \\\"flowchart_format\\\",\\n \\\"target_tasks\\\",\\n \\\"forced_tasks\\\",\\n \\\"draw_horizontally\\\",\\n \\\"key_legend_in_graph\\\",\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L752_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [752, 753], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:For_L739_C4\", \"vector\": [4, 2, 0.9099, 0.0024, 2, 0.55, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not hasattr(options, attr_name):\\n setattr(options, attr_name, None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L753_C12\", \"label\": \"setattr()\", \"type\": \"expression\", \"loc\": [753, 753], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L752_C8\", \"vector\": [8, 3, 0.9105, 0.0012, 3, 0.19, 0.0, 501, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setattr\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setattr\", \"annotation\": \"\"}, \"snippet\": \" setattr(options, attr_name, None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L760_C4\", \"label\": \"options = handle_verbose()\", \"type\": \"assigned_variable\", \"loc\": [760, 760], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"vector\": [14, 1, 0.919, 0.0012, 1, 0.31, 0.5, 707, 3, 1, 0, 0, 938, 10, 1], \"semantic\": {\"name\": \"options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"handle_verbose\", \"annotation\": \"\"}, \"snippet\": \" options=handle_verbose (options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L765_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [765, 770], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"vector\": [4, 1, 0.9281, 0.0073, 1, 0.31, 0.75, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if options.recreate_database:\\n touch_files_only = CHECKSUM_REGENERATE\\n elif options.touch_files_only:\\n touch_files_only = True\\n else:\\n touch_files_only = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L766_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [766, 766], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L765_C4\", \"vector\": [14, 2, 0.9262, 0.0012, 2, 0.55, 0.0, 344, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = CHECKSUM_REGENERATE\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L767_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [767, 770], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L765_C4\", \"vector\": [4, 2, 0.9293, 0.0048, 2, 0.55, 1.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif options.touch_files_only:\\n touch_files_only = True\\n else:\\n touch_files_only = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L768_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [768, 768], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L767_C4\", \"vector\": [14, 3, 0.9287, 0.0012, 3, 0.99, 0.0, 344, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L770_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [770, 770], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L767_C4\", \"vector\": [14, 3, 0.9311, 0.0012, 3, 0.99, 1.0, 344, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L772_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [772, 825], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L728_C0\", \"vector\": [4, 1, 0.9655, 0.0653, 1, 0.31, 1.0, 0, 7, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if options.just_print:\\n appropriate_options = get_extra_options_appropriate_for_command (extra_pipeline_printout_options, extra_options)\\n task.pipeline_printout(sys.stdout, options.target_tasks, options.forced_tasks,\\n history_file = options.history_file,\\n verbose_abbreviated_path=options.verbose_abbreviated_path,\\n verbose=options.verbose, **appropriate_options)\\n return False\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L773_C8\", \"label\": \"appropriate_options = get_extra_options_appropriate_for_command()\", \"type\": \"assigned_variable\", \"loc\": [773, 773], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L772_C4\", \"vector\": [14, 2, 0.9347, 0.0012, 2, 0.96, 0.0, 368, 3, 2, 0, 0, 529, 10, 1], \"semantic\": {\"name\": \"appropriate_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_extra_options_appropriate_for_command\", \"annotation\": \"\"}, \"snippet\": \" appropriate_options = get_extra_options_appropriate_for_command (extra_pipeline_printout_options, extra_options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L774_C8\", \"label\": \"pipeline_printout()\", \"type\": \"expression\", \"loc\": [774, 777], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L772_C4\", \"vector\": [8, 2, 0.9377, 0.0048, 2, 0.96, 0.3333, 438, 3, 7, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_printout\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_printout\", \"annotation\": \"\"}, \"snippet\": \" task.pipeline_printout(sys.stdout, options.target_tasks, options.forced_tasks,\\n history_file = options.history_file,\\n verbose_abbreviated_path=options.verbose_abbreviated_path,\\n verbose=options.verbose, **appropriate_options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L778_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [778, 778], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L772_C4\", \"vector\": [13, 2, 0.9407, 0.0012, 2, 0.96, 0.6667, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [780, 825], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L772_C4\", \"vector\": [4, 2, 0.9704, 0.0556, 2, 0.96, 1.0, 0, 7, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif options.flowchart:\\n appropriate_options = get_extra_options_appropriate_for_command (extra_pipeline_printout_graph_options, extra_options)\\n task.pipeline_printout_graph ( open(options.flowchart, \\\"wb\\\"),\\n options.flowchart_format,\\n options.target_tasks,\\n options.forced_tasks,\\n history_file = options.history_file,\\n draw_vertically = not options.draw_horizontally,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L781_C8\", \"label\": \"appropriate_options = get_extra_options_appropriate_for_command()\", \"type\": \"assigned_variable\", \"loc\": [781, 781], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [14, 3, 0.9444, 0.0012, 3, 0.29, 0.0, 368, 3, 2, 0, 0, 529, 10, 1], \"semantic\": {\"name\": \"appropriate_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_extra_options_appropriate_for_command\", \"annotation\": \"\"}, \"snippet\": \" appropriate_options = get_extra_options_appropriate_for_command (extra_pipeline_printout_graph_options, extra_options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L782_C8\", \"label\": \"pipeline_printout_graph()\", \"type\": \"expression\", \"loc\": [782, 789], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [8, 3, 0.9498, 0.0097, 3, 0.29, 0.125, 886, 3, 8, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"pipeline_printout_graph\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_printout_graph\", \"annotation\": \"\"}, \"snippet\": \" task.pipeline_printout_graph ( open(options.flowchart, \\\"wb\\\"),\\n options.flowchart_format,\\n options.target_tasks,\\n options.forced_tasks,\\n history_file = options.history_file,\\n draw_vertically = not options.draw_horizontally,\\n no_key_legend = not options.key_legend_in_graph,\\n **appropriate_options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L790_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [790, 790], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [13, 3, 0.9553, 0.0012, 3, 0.29, 0.25, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L797_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [797, 806], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [4, 3, 0.9692, 0.0121, 3, 0.29, 0.375, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ( options.use_threads\\n # ignore if manual override\\n and not \\\"multithread\\\" in extra_options\\n and options.jobs and options.jobs > 1):\\n multithread = options.jobs\\n elif \\\"multithread\\\" in extra_options:\\n multithread = extra_options[\\\"multithread\\\"]\\n del extra_options[\\\"multithread\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L801_C12\", \"label\": \"multithread =\", \"type\": \"assigned_variable\", \"loc\": [801, 801], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L797_C8\", \"vector\": [14, 4, 0.9686, 0.0012, 4, 0.5, 0.0, 700, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"multithread\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multithread = options.jobs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L802_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [802, 806], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L797_C8\", \"vector\": [4, 4, 0.9722, 0.006, 4, 0.5, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif \\\"multithread\\\" in extra_options:\\n multithread = extra_options[\\\"multithread\\\"]\\n del extra_options[\\\"multithread\\\"]\\n else:\\n multithread = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L803_C12\", \"label\": \"multithread =\", \"type\": \"assigned_variable\", \"loc\": [803, 803], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L802_C8\", \"vector\": [14, 5, 0.971, 0.0012, 5, 0.26, 0.0, 700, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"multithread\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multithread = extra_options[\\\"multithread\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L806_C12\", \"label\": \"multithread =\", \"type\": \"assigned_variable\", \"loc\": [806, 806], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L802_C8\", \"vector\": [14, 5, 0.9746, 0.0012, 5, 0.26, 1.0, 700, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"multithread\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multithread = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L809_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [809, 810], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [4, 3, 0.9788, 0.0024, 3, 0.29, 0.5, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not \\\"logger\\\" in extra_options:\\n extra_options[\\\"logger\\\"] = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L810_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [810, 810], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L809_C8\", \"vector\": [14, 4, 0.9794, 0.0012, 4, 0.29, 0.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" extra_options[\\\"logger\\\"] = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L811_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [811, 814], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [4, 3, 0.9825, 0.0048, 3, 0.29, 0.625, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if extra_options[\\\"logger\\\"] == False:\\n extra_options[\\\"logger\\\"] = task.black_hole_logger\\n elif extra_options[\\\"logger\\\"] is None:\\n extra_options[\\\"logger\\\"] = task.stderr_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L812_C11\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [812, 812], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L811_C8\", \"vector\": [14, 4, 0.9819, 0.0012, 4, 0.41, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" extra_options[\\\"logger\\\"] = task.black_hole_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L813_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [813, 814], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L811_C8\", \"vector\": [4, 4, 0.9837, 0.0024, 4, 0.41, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif extra_options[\\\"logger\\\"] is None:\\n extra_options[\\\"logger\\\"] = task.stderr_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L814_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [814, 814], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L813_C8\", \"vector\": [14, 5, 0.9843, 0.0012, 5, 0.33, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" extra_options[\\\"logger\\\"] = task.stderr_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Assign_L815_C8\", \"label\": \"appropriate_options = get_extra_options_appropriate_for_command()\", \"type\": \"assigned_variable\", \"loc\": [815, 815], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [14, 3, 0.9855, 0.0012, 3, 0.29, 0.75, 368, 3, 2, 0, 0, 529, 10, 1], \"semantic\": {\"name\": \"appropriate_options\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_extra_options_appropriate_for_command\", \"annotation\": \"\"}, \"snippet\": \" appropriate_options = get_extra_options_appropriate_for_command (extra_pipeline_run_options, extra_options)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L816_C8\", \"label\": \"pipeline_run()\", \"type\": \"expression\", \"loc\": [816, 824], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [8, 3, 0.9915, 0.0109, 3, 0.29, 0.875, 133, 3, 9, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_run\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_run\", \"annotation\": \"\"}, \"snippet\": \" task.pipeline_run( options.target_tasks,\\n options.forced_tasks,\\n multiprocess = options.jobs,\\n multithread = multithread,\\n verbose = options.verbose,\\n touch_files_only= touch_files_only,\\n history_file = options.history_file,\\n verbose_abbreviated_path=options.verbose_abbreviated_path,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82400:Return_L825_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [825, 825], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82400:If_L780_C4\", \"vector\": [13, 3, 0.9976, 0.0012, 3, 0.29, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": 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But when\ndata is too large to fit in memory, you want to keep data on disk but available\nfor fast random access.\n\nHere's a dictionary-like object which uses a SQLite database backend for random\naccess to the dictionary's key-value pairs.\n\nUse it like a standard dictionary, except that you give it a name\n(eg.'tempdict'):\n\n import dbdict\n d = dbdict.open('tempdict')\n d['foo'] = 'bar'\n # At this point, the key value pair foo and bar is written to disk.\n d['John'] = 'doh!'\n d['pi'] = 3.999\n d['pi'] = 3.14159 # replaces the previous version of pi\n d['pi'] += 1\n d.close() # close the database file\n\nYou can access your dictionary later on:\n\n d = dbdict.open('tempdict')\n del d['foo']\n\n if 'John' in d:\n print 'John is in there !'\n print d.items()\n\nFor efficient inserting/updating a list of key-value pairs, use the update()\nmethod:\n\n d.update([('f1', 'test'), ('f2', 'example')])\n d.update({'f1':'test', 'f2':'example'})\n d.update(f1='test', f2='example')\n\nUse get() method to most efficiently get a number of items as specified by a\nlis of keys:\n\n d.get(['f1', 'f2'])\n\nUse remove() method to most efficiently remove a number of items as specified\nby a list of keys:\n\n d.remove(['f1', 'f2'])\n\nThere is also an alternative (fully equivalent) way to instanstiate a dbdict\nobject by the call:\n\n from dbdict import dbdict\n d = dbdict('tempdict')\n\nMake a memory-based (ie not filed based) SQLite database by the call:\n\n dbdict(':memory:')\n\nOther special functionality as compared to dict:\n\n d.clear() Clear all items (and free up unused disk space)\n d.reindex() Delete and recreate the key index\n d.vacuum() Free up unused disk space\n d.con Access to the underlying SQLite connection (for advanced use)\n\nSome things to note:\n\n - You can't directly store Python objects. Only numbers, strings and binary\n data. Objects need to be serialized first in order to be stored. Use e.g.\n pickle, json (or simplejson) or yaml for that purpose.\n\n - Explicit database connection closing using the close() method is not\n required. Changes are written on key-value assignment to the dictionary.\n The file stays open until the object is destroyed or the close() method is\n called.\n\n\n Original code by Jacob Sondergaard\n hg clone ssh://hg@bitbucket.org/nephics/dbdict\n\n Modified to pickle automatically\n'''\n\n__version__ = '1.3.1'\n\nimport sqlite3\ntry:\n # MutableMapping is new in Python 2.6+\n from collections import MutableMapping\nexcept ImportError:\n # DictMixin will be (or is?) deprecated in the Python 3.x series\n from UserDict import DictMixin as MutableMapping\nfrom os import path\ntry:\n import cPickle as pickle\nexcept ImportError:\n import pickle\nimport itertools\nimport sys\n\nclass DbDict(MutableMapping):\n ''' DbDict, a dictionary-like object with SQLite back-end '''\n\n def __init__(self, filename, picklevalues=False):\n self.picklevalues = picklevalues\n if filename == ':memory:' or not path.isfile(filename):\n self.con = sqlite3.connect(filename)\n self._create_table()\n else:\n self.con = sqlite3.connect(filename)\n\n\n #_____________________________________________________________________________________\n\n\n # Add automatic pickling and unpickling\n\n def pickle_loads (self, value):\n \"\"\"\n pickle.load if specified\n \"\"\"\n if self.picklevalues:\n value = pickle.loads(bytes(value))\n return value\n def pickle_dumps (self, value):\n \"\"\"\n pickle.load if specified\n \"\"\"\n if self.picklevalues:\n #\n # Protocol = 0 generates ASCII 7 bit strings and is less efficient\n # Protocol = -1 generates ASCII 8 bit strings which need to be handled as\n # blobs by sqlite3.\n #\n # Unfortunately, sqlite3 only understands memoryview objects in python3 and\n # buffer objects in python2\n #\n # http://bugs.python.org/issue7723 suggests there is no portable\n # python2/3 way to write blobs to Sqlite\n #\n # However, sqlite3.Binary seems to do the trick\n #\n # Otherwise, to use protocol -1, we need to use the following code:\n #\n #if sys.hexversion >= 0x03000000:\n # value = memoryview(pickle.dumps(value, protocol = -1))\n #else:\n # value = buffer(pickle.dumps(value, protocol = -1))\n #\n value = sqlite3.Binary(pickle.dumps(value, protocol = -1))\n return value\n #_____________________________________________________________________________________\n\n def _create_table(self):\n '''Creates an SQLite table 'data' with the columns 'key' and 'value'\n where column 'key' is the table's primary key.\n\n Note: SQLite automatically creates an unique index for the 'key' column.\n The index may get fragmented with lots of insertions/updates/deletions\n therefore it is recommended to use reindex() when searches becomes\n gradually slower.\n '''\n self.con.execute('create table data (key PRIMARY KEY,value)')\n self.con.commit()\n\n def __getitem__(self, key):\n '''Return value for specified key'''\n row = self.con.execute('select value from data where key=?',\n (key, )).fetchone()\n if not row:\n raise KeyError(key)\n return self.pickle_loads(row[0])\n\n def __setitem__(self, key, value):\n '''Set value at specified key'''\n value = self.pickle_dumps(value)\n self.con.execute('insert or replace into data (key, value) '\n 'values (?,?)', (key, value))\n self.con.commit()\n\n def __delitem__(self, key):\n '''Delete item (key-value pair) at specified key'''\n if key in self:\n self.con.execute('delete from data where key=?',(key, ))\n self.con.commit()\n else:\n raise KeyError\n\n def __iter__(self):\n '''Return iterator over keys'''\n return self._iterquery(self.con.execute('select key from data'),\n single_value=True)\n\n def __len__(self):\n '''Return the number of stored items'''\n cursor = self.con.execute('select count() from data')\n return cursor.fetchone()[0]\n\n @staticmethod\n def _iterquery(cursor, single_value=False):\n '''Return iterator over query result with pre-fetching of items in\n set sizes determined by SQLite backend'''\n rows = True\n while rows:\n rows = cursor.fetchmany()\n for row in rows:\n if single_value:\n yield row[0]\n else:\n yield row\n\n def iterkeys(self):\n '''Return iterator of all keys in the database'''\n return self.__iter__()\n\n def itervalues(self):\n '''Return iterator of all values in the database'''\n it = self._iterquery(self.con.execute('select value from data'),\n single_value=True)\n return iter(self.pickle_loads(x) for x in it)\n\n def iteritems(self):\n '''Return iterator of all key-value pairs in the database'''\n it = self._iterquery(self.con.execute('select key, value from data'))\n return iter( (x[0], self.pickle_loads(x[1])) for x in it)\n\n def keys(self):\n '''Return all keys in the database'''\n return [row[0]\n for row in self.con.execute('select key from data').fetchall()]\n\n def items(self):\n '''Return all key-value pairs in the database'''\n values = self.con.execute('select key, value from data').fetchall()\n return [(x[0], self.pickle_loads(x[1])) for x in values]\n\n def clear(self):\n '''Clear the database for all key-value pairs, and free up unsused\n disk space.\n '''\n self.con.execute('drop table data')\n self.vacuum()\n self._create_table()\n\n def _update(self, items):\n '''Perform the SQL query of updating items (list of key-value pairs)'''\n items = [(k, self.pickle_dumps(v)) for k,v in items]\n self.con.executemany('insert or replace into data (key, value)'\n ' values (?, ?)', items)\n self.con.commit()\n\n def update(self, items=None, **kwds):\n '''Updates key-value pairs in the database.\n\n Items (key-value pairs) may be given by keyword assignments or using\n the parameter 'items' a dict or list/tuple of items.\n '''\n if isinstance(items, dict):\n self._update(list(items.items()))\n elif isinstance(items, list) or isinstance(items, tuple):\n self._update(items)\n elif items:\n # probably a generator\n try:\n self._update(list(items))\n except TypeError:\n raise ValueError('Could not interpret value of parameter `items` as a dict, list/tuple or iterator.')\n\n if kwds:\n self._update(list(kwds.items()))\n\n def popitem(self):\n '''Pop a key-value pair from the database. Returns the next key-value\n pair which is then removed from the database.'''\n res = self.con.execute('select key, value from data').fetchone()\n if res:\n key, value = res\n else:\n raise StopIteration\n del self[key]\n value = self.pickle_loads(value)\n return key, value\n\n def close(self):\n '''Close database connection'''\n self.con.close()\n\n def vacuum(self):\n '''Free unused disk space from the database file.\n\n The operation has no effect if database is in memory.\n\n Note: The operation can take some time to run (around a half second per\n megabyte on the Linux box where SQLite is developed) and it can use up\n to twice as much temporary disk space as the original file while it is\n running.\n '''\n self.con.execute('vacuum')\n self.con.commit()\n\n def get(self, keys):\n '''Get item(s) for the specified key or list of keys.\n\n Items will be returned only for those keys that are defined. The\n function will pass silently (i.e. not raise an error) if one or more of\n the keys is not defined.'''\n try:\n keys = tuple(keys)\n except TypeError:\n # probably a single key (ie not an iterable)\n keys = (keys,)\n values = self.con.execute('select key, value from data where key in '\n '%s' % (keys,)).fetchall()\n return [(k, self.pickle_loads(v)) for k,v in values]\n\n def remove(self, keys):\n '''Removes item(s) for the specified key or list of keys.\n\n The function will pass silently (i.e. not raise an error) if one or more\n of the keys is not defined.'''\n try:\n keys = tuple(keys)\n except TypeError:\n # probably a single key (ie not an iterable)\n keys = (keys,)\n self.con.execute('delete from data where key in %s' % (keys,))\n self.con.commit()\n\n def reindex(self):\n '''Delete and recreate key index.\n\n Use this function if key lookup time becomes slower. This may happen as\n the index will become fragmented with lots of\n insertions/updates/deletions.'''\n self.con.execute('reindex sqlite_autoindex_data_1')\n self.con.commit()\n\ndef dbdict(filename, picklevalues=False):\n '''Open a persistent dictionary for reading and writing.\n\n The filename parameter is the base filename for the underlying\n database. If filename is ':memory:' the database is created in\n memory.\n\n See the module's __doc__ string for an overview of the interface.\n '''\n return DbDict(filename, picklevalues)\n\ndef open(filename, picklevalues=False):\n '''Open a persistent dictionary for reading and writing.\n\n The filename parameter is the base filename for the underlying\n database. If filename is ':memory:' the database is created in\n memory.\n\n See the module's __doc__ string for an overview of the interface.\n '''\n return DbDict(filename, picklevalues)\n\nif __name__ == '__main__':\n\n # Perform some tests\n\n d = open(':memory:')\n\n d[1] = 'test'\n assert d[1] == 'test'\n\n d[1] += '1'\n assert d[1] == 'test1'\n\n try:\n assert d[2], 'Lookup did not fail on non-existent key'\n except KeyError:\n pass\n\n # test len\n assert len(d) == 1, 'Failed to count number of items'\n\n # test clear\n d.clear()\n assert len(d) == 0, 'Database not cleared as expected'\n\n # test with list of items as (key, value) pairs\n range10 = list(range(10))\n items = [(i, i) for i in range10]\n d.update(items)\n assert list(d.items()) == items, 'Failed to update using list'\n d.clear()\n\n # test with tuple of items as (key, value) pairs\n d.update(tuple(items))\n assert list(d.items()) == items, 'Failed to update using tuple'\n d.clear()\n\n # test with dict\n d.update(dict(items))\n assert list(d.items()) == items\n d.clear()\n\n # test with generator\n d.update((i, i) for i in range10)\n assert list(d.items()) == items, 'Failed to update using generator'\n\n # check the std. dict methods\n assert list(d.keys()) == range10\n assert list(d.values()) == range10\n assert list(d.items()) == items\n #assert list(d.iterkeys()) == range10\n #assert list(d.itervalues()) == range10\n #assert list(d.iteritems()) == items\n\n # test get\n assert d.get(list(range(8,12))) == items[-2:]\n\n # test remove\n d.remove(list(range(8,10)))\n assert len(d.get(list(range(8,10)))) == 0, 'Items not removed successfully'\n\n d.clear()\n\n # test with key,value pairs as parameters\n d.update(foo=1, bar=2)\n assert list(d.items()) == [('foo', 1), ('bar', 2)], \\\n 'keyword assignment not successful'\n\n # test popitem\n while True:\n try:\n value = d.popitem()\n assert value in [('foo', 1), ('bar', 2)], \\\n 'Popitem not in expected result set'\n except StopIteration:\n break\n\n # test setdefault\n d.setdefault(10, 10)\n assert d[10] == 10, 'Failed to set default value'\n\n # test vacuum call (no assert)\n d.reindex()\n\n # test vacuum call (no assert, and call has no effect on an in memory db)\n d.vacuum()\n\n # test close call (assert is given reading from closed database)\n d.close()\n\n # try reading from a closed database\n try:\n d[1] = 1\n raise AssertionError('Database not closed')\n except sqlite3.ProgrammingError:\n pass\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82401"},"node_count":{"kind":"number","value":168,"string":"168"},"total_lines":{"kind":"number","value":459,"string":"459"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L4_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4, 87], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.0991, 0.183, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"'''\\nA dictionary-like object with SQLite backend\\n============================================\\n\\nPython dictionaries are very efficient objects for fast data access. 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0, 0], \"semantic\": {\"name\": \"os\", \"arg_names\": [], \"import_names\": [\"path\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from os import path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L99_C0\", \"label\": \"try\", \"type\": \"try\", \"loc\": [99, 102], \"level\": 0, \"parent\": null, \"vector\": [7, 0, 0.219, 0.0087, 0, 0.66, 0.4545, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"try:\\n import cPickle as pickle\\nexcept ImportError:\\n import pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Import_L100_C4\", \"label\": \"cPickle import pickle\", \"type\": \"import\", \"loc\": [100, 100], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L99_C0\", \"vector\": [1, 1, 0.2179, 0.0022, 1, 0.1, 0.0, 279, 0, 1, 0, 0, 279, 0, 0], \"semantic\": {\"name\": \"cPickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import cPickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Import_L102_C4\", \"label\": \"pickle import pickle\", \"type\": \"import\", \"loc\": [102, 102], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L99_C0\", \"vector\": [1, 1, 0.2222, 0.0022, 1, 0.1, 0.0, 848, 0, 1, 0, 0, 848, 0, 0], \"semantic\": {\"name\": \"pickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Import_L103_C0\", \"label\": \"itertools import itertools\", \"type\": \"import\", \"loc\": [103, 103], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.2244, 0.0022, 0, 0.66, 0.5455, 808, 0, 1, 0, 0, 808, 0, 0], \"semantic\": {\"name\": \"itertools\", \"arg_names\": [], \"import_names\": [\"itertools\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import itertools\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Import_L104_C0\", \"label\": \"sys import sys\", \"type\": \"import\", \"loc\": [104, 104], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.2266, 0.0022, 0, 0.66, 0.6364, 509, 0, 1, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"label\": \"DbDict\", \"type\": \"class\", \"loc\": [106, 341], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4869, 0.5142, 0, 0.66, 0.7273, 345, 0, 24, 0, 0, 582, 0, 72], \"semantic\": {\"name\": \"DbDict\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class DbDict(MutableMapping):\\n ''' DbDict, a dictionary-like object with SQLite back-end '''\\n\\n def __init__(self, filename, picklevalues=False):\\n self.picklevalues = picklevalues\\n if filename == ':memory:' or not path.isfile(filename):\\n self.con = sqlite3.connect(filename)\\n self._create_table()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L107_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [107, 107], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [8, 1, 0.2331, 0.0022, 1, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ''' DbDict, a dictionary-like object with SQLite back-end '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L109_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [109, 115], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.244, 0.0153, 1, 0.24, 0.0417, 555, 0, 3, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"filename\", \"picklevalues\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, filename, picklevalues=False):\\n self.picklevalues = picklevalues\\n if filename == ':memory:' or not path.isfile(filename):\\n self.con = sqlite3.connect(filename)\\n self._create_table()\\n else:\\n self.con = sqlite3.connect(filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L110_C8\", \"label\": \"self.picklevalues =\", \"type\": \"assigned_variable\", \"loc\": [110, 110], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L109_C4\", \"vector\": [14, 2, 0.2397, 0.0022, 2, 0.65, 0.0, 231, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.picklevalues\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.picklevalues = picklevalues\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L111_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [111, 115], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L109_C4\", \"vector\": [4, 2, 0.2462, 0.0109, 2, 0.65, 1.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if filename == ':memory:' or not path.isfile(filename):\\n self.con = sqlite3.connect(filename)\\n self._create_table()\\n else:\\n self.con = sqlite3.connect(filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L112_C12\", \"label\": \"self.con = connect()\", \"type\": \"assigned_variable\", \"loc\": [112, 112], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L111_C8\", \"vector\": [14, 3, 0.244, 0.0022, 3, 0.96, 0.0, 758, 3, 1, 0, 0, 242, 10, 1], \"semantic\": {\"name\": \"self.con\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"connect\", \"annotation\": \"\"}, \"snippet\": \" self.con = sqlite3.connect(filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L113_C12\", \"label\": \"_create_table()\", \"type\": \"expression\", \"loc\": [113, 113], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L111_C8\", \"vector\": [8, 3, 0.2462, 0.0022, 3, 0.96, 0.5, 68, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_create_table\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_table\", \"annotation\": \"\"}, \"snippet\": \" self._create_table()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L115_C12\", \"label\": \"self.con = connect()\", \"type\": \"assigned_variable\", \"loc\": [115, 115], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L111_C8\", \"vector\": [14, 3, 0.2505, 0.0022, 3, 0.96, 1.0, 758, 3, 1, 0, 0, 242, 10, 1], \"semantic\": {\"name\": \"self.con\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"connect\", \"annotation\": \"\"}, \"snippet\": \" self.con = sqlite3.connect(filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L123_C4\", \"label\": \"pickle_loads\", \"type\": \"function\", \"loc\": [123, 129], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.2745, 0.0153, 1, 0.24, 0.0833, 428, 0, 2, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"pickle_loads\", \"arg_names\": [\"self\", \"value\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def pickle_loads (self, value):\\n \\\"\\\"\\\"\\n pickle.load if specified\\n \\\"\\\"\\\"\\n if self.picklevalues:\\n value = pickle.loads(bytes(value))\\n return value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L124_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [124, 126], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L123_C4\", \"vector\": [8, 2, 0.2723, 0.0065, 2, 0.53, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n pickle.load if specified\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L127_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [127, 128], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L123_C4\", \"vector\": [4, 2, 0.2778, 0.0044, 2, 0.53, 0.5, 0, 7, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.picklevalues:\\n value = pickle.loads(bytes(value))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L128_C12\", \"label\": \"value = loads()\", \"type\": \"assigned_variable\", \"loc\": [128, 128], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L127_C8\", \"vector\": [14, 3, 0.2789, 0.0022, 3, 0.32, 0.0, 441, 3, 1, 0, 0, 88, 10, 2], \"semantic\": {\"name\": \"value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"loads\", \"annotation\": \"\"}, \"snippet\": \" value = pickle.loads(bytes(value))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L129_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [129, 129], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L123_C4\", \"vector\": [13, 2, 0.281, 0.0022, 2, 0.53, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L130_C4\", \"label\": \"pickle_dumps\", \"type\": \"function\", \"loc\": [130, 156], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.3115, 0.0588, 1, 0.24, 0.125, 305, 0, 2, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"pickle_dumps\", \"arg_names\": [\"self\", \"value\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def pickle_dumps (self, value):\\n \\\"\\\"\\\"\\n pickle.load if specified\\n \\\"\\\"\\\"\\n if self.picklevalues:\\n #\\n # Protocol = 0 generates ASCII 7 bit strings and is less efficient\\n # Protocol = -1 generates ASCII 8 bit strings which need to be handled as\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L131_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [131, 133], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L130_C4\", \"vector\": [8, 2, 0.2876, 0.0065, 2, 0.03, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n pickle.load if specified\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L134_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [134, 155], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L130_C4\", \"vector\": [4, 2, 0.3148, 0.0479, 2, 0.03, 0.5, 0, 7, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.picklevalues:\\n #\\n # Protocol = 0 generates ASCII 7 bit strings and is less efficient\\n # Protocol = -1 generates ASCII 8 bit strings which need to be handled as\\n # blobs by sqlite3.\\n #\\n # Unfortunately, sqlite3 only understands memoryview objects in python3 and\\n # buffer objects in python2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L155_C12\", \"label\": \"value = Binary()\", \"type\": \"assigned_variable\", \"loc\": [155, 155], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L134_C8\", \"vector\": [14, 3, 0.3377, 0.0022, 3, 0.96, 0.0, 441, 3, 1, 0, 0, 906, 10, 2], \"semantic\": {\"name\": \"value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Binary\", \"annotation\": \"\"}, \"snippet\": \" value = sqlite3.Binary(pickle.dumps(value, protocol = -1))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L156_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [156, 156], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L130_C4\", \"vector\": [13, 2, 0.3399, 0.0022, 2, 0.03, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L159_C4\", \"label\": \"_create_table\", \"type\": \"function\", \"loc\": [159, 169], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.3573, 0.024, 1, 0.24, 0.1667, 68, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_create_table\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _create_table(self):\\n '''Creates an SQLite table 'data' with the columns 'key' and 'value'\\n where column 'key' is the table's primary key.\\n\\n Note: SQLite automatically creates an unique index for the 'key' column.\\n The index may get fragmented with lots of insertions/updates/deletions\\n therefore it is recommended to use reindex() when searches becomes\\n gradually slower.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L160_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [160, 167], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L159_C4\", \"vector\": [8, 2, 0.3562, 0.0174, 2, 0.05, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Creates an SQLite table 'data' with the columns 'key' and 'value'\\n where column 'key' is the table's primary key.\\n\\n Note: SQLite automatically creates an unique index for the 'key' column.\\n The index may get fragmented with lots of insertions/updates/deletions\\n therefore it is recommended to use reindex() when searches becomes\\n gradually slower.\\n '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L168_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [168, 168], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L159_C4\", \"vector\": [8, 2, 0.366, 0.0022, 2, 0.05, 0.5, 569, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('create table data (key PRIMARY KEY,value)')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L169_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [169, 169], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L159_C4\", \"vector\": [8, 2, 0.3682, 0.0022, 2, 0.05, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L171_C4\", \"label\": \"__getitem__\", \"type\": \"function\", \"loc\": [171, 177], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.3791, 0.0153, 1, 0.24, 0.2083, 698, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"__getitem__\", \"arg_names\": [\"self\", \"key\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __getitem__(self, key):\\n '''Return value for specified key'''\\n row = self.con.execute('select value from data where key=?',\\n (key, )).fetchone()\\n if not row:\\n raise KeyError(key)\\n return self.pickle_loads(row[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L172_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [172, 172], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L171_C4\", \"vector\": [8, 2, 0.3747, 0.0022, 2, 0.34, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return value for specified key'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L173_C8\", \"label\": \"row = fetchone()\", \"type\": \"assigned_variable\", \"loc\": [173, 174], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L171_C4\", \"vector\": [14, 2, 0.378, 0.0044, 2, 0.34, 0.3333, 767, 3, 0, 0, 0, 561, 10, 2], \"semantic\": {\"name\": \"row\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fetchone\", \"annotation\": \"\"}, \"snippet\": \" row = self.con.execute('select value from data where key=?',\\n (key, )).fetchone()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L175_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [175, 176], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L171_C4\", \"vector\": [4, 2, 0.3824, 0.0044, 2, 0.34, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not row:\\n raise KeyError(key)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L177_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [177, 177], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L171_C4\", \"vector\": [13, 2, 0.3856, 0.0022, 2, 0.34, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.pickle_loads(row[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L179_C4\", \"label\": \"__setitem__\", \"type\": \"function\", \"loc\": [179, 184], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.3954, 0.0131, 1, 0.24, 0.25, 343, 0, 3, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"__setitem__\", \"arg_names\": [\"self\", \"key\", \"value\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __setitem__(self, key, value):\\n '''Set value at specified key'''\\n value = self.pickle_dumps(value)\\n self.con.execute('insert or replace into data (key, value) '\\n 'values (?,?)', (key, value))\\n self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L180_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [180, 180], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L179_C4\", \"vector\": [8, 2, 0.3922, 0.0022, 2, 0.93, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Set value at specified key'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L181_C8\", \"label\": \"value = pickle_dumps()\", \"type\": \"assigned_variable\", \"loc\": [181, 181], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L179_C4\", \"vector\": [14, 2, 0.3943, 0.0022, 2, 0.93, 0.3333, 441, 3, 1, 0, 0, 305, 10, 1], \"semantic\": {\"name\": \"value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pickle_dumps\", \"annotation\": \"\"}, \"snippet\": \" value = self.pickle_dumps(value)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L182_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [182, 183], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L179_C4\", \"vector\": [8, 2, 0.3976, 0.0044, 2, 0.93, 0.6667, 569, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('insert or replace into data (key, value) '\\n 'values (?,?)', (key, value))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L184_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [184, 184], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L179_C4\", \"vector\": [8, 2, 0.4009, 0.0022, 2, 0.93, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L186_C4\", \"label\": \"__delitem__\", \"type\": \"function\", \"loc\": [186, 192], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4118, 0.0153, 1, 0.24, 0.2917, 66, 0, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"__delitem__\", \"arg_names\": [\"self\", \"key\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __delitem__(self, key):\\n '''Delete item (key-value pair) at specified key'''\\n if key in self:\\n self.con.execute('delete from data where key=?',(key, ))\\n self.con.commit()\\n else:\\n raise KeyError\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L187_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [187, 187], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L186_C4\", \"vector\": [8, 2, 0.4074, 0.0022, 2, 0.91, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Delete item (key-value pair) at specified key'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L188_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [188, 192], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L186_C4\", \"vector\": [4, 2, 0.4139, 0.0109, 2, 0.91, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if key in self:\\n self.con.execute('delete from data where key=?',(key, ))\\n self.con.commit()\\n else:\\n raise KeyError\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L189_C12\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [189, 189], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L188_C8\", \"vector\": [8, 3, 0.4118, 0.0022, 3, 0.92, 0.0, 569, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('delete from data where key=?',(key, ))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L190_C12\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [190, 190], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L188_C8\", \"vector\": [8, 3, 0.4139, 0.0022, 3, 0.92, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L194_C4\", \"label\": \"__iter__\", \"type\": \"function\", \"loc\": [194, 197], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4259, 0.0087, 1, 0.24, 0.3333, 891, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"__iter__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __iter__(self):\\n '''Return iterator over keys'''\\n return self._iterquery(self.con.execute('select key from data'),\\n single_value=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L195_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [195, 195], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L194_C4\", \"vector\": [8, 2, 0.4248, 0.0022, 2, 0.12, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return iterator over keys'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L196_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [196, 197], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L194_C4\", \"vector\": [13, 2, 0.4281, 0.0044, 2, 0.12, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._iterquery(self.con.execute('select key from data'),\\n single_value=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L199_C4\", \"label\": \"__len__\", \"type\": \"function\", \"loc\": [199, 202], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4368, 0.0087, 1, 0.24, 0.375, 76, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"__len__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __len__(self):\\n '''Return the number of stored items'''\\n cursor = self.con.execute('select count() from data')\\n return cursor.fetchone()[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L200_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [200, 200], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L199_C4\", \"vector\": [8, 2, 0.4357, 0.0022, 2, 0.43, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return the number of stored items'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L201_C8\", \"label\": \"cursor = execute()\", \"type\": \"assigned_variable\", \"loc\": [201, 201], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L199_C4\", \"vector\": [14, 2, 0.4379, 0.0022, 2, 0.43, 0.5, 231, 3, 1, 0, 0, 569, 10, 1], \"semantic\": {\"name\": \"cursor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" cursor = self.con.execute('select count() from data')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L202_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [202, 202], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L199_C4\", \"vector\": [13, 2, 0.4401, 0.0022, 2, 0.43, 1.0, 0, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return cursor.fetchone()[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L205_C4\", \"label\": \"_iterquery\", \"type\": \"function\", \"loc\": [205, 215], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4575, 0.024, 1, 0.24, 0.4167, 393, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_iterquery\", \"arg_names\": [\"cursor\", \"single_value\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _iterquery(cursor, single_value=False):\\n '''Return iterator over query result with pre-fetching of items in\\n set sizes determined by SQLite backend'''\\n rows = True\\n while rows:\\n rows = cursor.fetchmany()\\n for row in rows:\\n if single_value:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L206_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [206, 207], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L205_C4\", \"vector\": [8, 2, 0.4499, 0.0044, 2, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return iterator over query result with pre-fetching of items in\\n set sizes determined by SQLite backend'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L208_C8\", \"label\": \"rows =\", \"type\": \"assigned_variable\", \"loc\": [208, 208], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L205_C4\", \"vector\": [14, 2, 0.4532, 0.0022, 2, 0.0, 0.5, 275, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"rows\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" rows = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L209_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [209, 215], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L205_C4\", \"vector\": [5, 2, 0.4619, 0.0153, 2, 0.0, 1.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while rows:\\n rows = cursor.fetchmany()\\n for row in rows:\\n if single_value:\\n yield row[0]\\n else:\\n yield row\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L210_C12\", \"label\": \"rows = fetchmany()\", \"type\": \"assigned_variable\", \"loc\": [210, 210], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L209_C8\", \"vector\": [14, 3, 0.4575, 0.0022, 3, 0.41, 0.0, 275, 3, 0, 0, 0, 582, 10, 1], \"semantic\": {\"name\": \"rows\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fetchmany\", \"annotation\": \"\"}, \"snippet\": \" rows = cursor.fetchmany()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:For_L211_C12\", \"label\": \"for row\", \"type\": \"for\", \"loc\": [211, 215], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L209_C8\", \"vector\": [6, 3, 0.4641, 0.0109, 3, 0.41, 1.0, 767, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"row\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for row in rows:\\n if single_value:\\n yield row[0]\\n else:\\n yield row\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L212_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [212, 215], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:For_L211_C12\", \"vector\": [4, 4, 0.4651, 0.0087, 4, 0.67, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if single_value:\\n yield row[0]\\n else:\\n yield row\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L213_C20\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [213, 213], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L212_C16\", \"vector\": [8, 5, 0.4641, 0.0022, 5, 0.52, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield row[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L215_C20\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [215, 215], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L212_C16\", \"vector\": [8, 5, 0.4684, 0.0022, 5, 0.52, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield row\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L217_C4\", \"label\": \"iterkeys\", \"type\": \"function\", \"loc\": [217, 219], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4749, 0.0065, 1, 0.24, 0.4583, 232, 0, 1, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"iterkeys\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def iterkeys(self):\\n '''Return iterator of all keys in the database'''\\n return self.__iter__()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L218_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [218, 218], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L217_C4\", \"vector\": [8, 2, 0.4749, 0.0022, 2, 0.05, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return iterator of all keys in the database'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L219_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [219, 219], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L217_C4\", \"vector\": [13, 2, 0.4771, 0.0022, 2, 0.05, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.__iter__()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L221_C4\", \"label\": \"itervalues\", \"type\": \"function\", \"loc\": [221, 225], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4858, 0.0109, 1, 0.24, 0.5, 288, 0, 1, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"itervalues\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def itervalues(self):\\n '''Return iterator of all values in the database'''\\n it = self._iterquery(self.con.execute('select value from data'),\\n single_value=True)\\n return iter(self.pickle_loads(x) for x in it)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L222_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [222, 222], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L221_C4\", \"vector\": [8, 2, 0.4837, 0.0022, 2, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return iterator of all values in the database'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L223_C8\", \"label\": \"it = _iterquery()\", \"type\": \"assigned_variable\", \"loc\": [223, 224], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L221_C4\", \"vector\": [14, 2, 0.4869, 0.0044, 2, 0.66, 0.5, 231, 3, 2, 0, 0, 393, 10, 2], \"semantic\": {\"name\": \"it\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_iterquery\", \"annotation\": \"\"}, \"snippet\": \" it = self._iterquery(self.con.execute('select value from data'),\\n single_value=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L225_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [225, 225], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L221_C4\", \"vector\": [13, 2, 0.4902, 0.0022, 2, 0.66, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return iter(self.pickle_loads(x) for x in it)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L227_C4\", \"label\": \"iteritems\", \"type\": \"function\", \"loc\": [227, 230], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.4978, 0.0087, 1, 0.24, 0.5417, 252, 0, 1, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"iteritems\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def iteritems(self):\\n '''Return iterator of all key-value pairs in the database'''\\n it = self._iterquery(self.con.execute('select key, value from data'))\\n return iter( (x[0], self.pickle_loads(x[1])) for x in it)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L228_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [228, 228], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L227_C4\", \"vector\": [8, 2, 0.4967, 0.0022, 2, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return iterator of all key-value pairs in the database'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L229_C8\", \"label\": \"it = _iterquery()\", \"type\": \"assigned_variable\", \"loc\": [229, 229], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L227_C4\", \"vector\": [14, 2, 0.4989, 0.0022, 2, 0.24, 0.5, 231, 3, 1, 0, 0, 393, 10, 2], \"semantic\": {\"name\": \"it\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_iterquery\", \"annotation\": \"\"}, \"snippet\": \" it = self._iterquery(self.con.execute('select key, value from data'))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L230_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [230, 230], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L227_C4\", \"vector\": [13, 2, 0.5011, 0.0022, 2, 0.24, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return iter( (x[0], self.pickle_loads(x[1])) for x in it)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L232_C4\", \"label\": \"keys\", \"type\": \"function\", \"loc\": [232, 235], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.5087, 0.0087, 1, 0.24, 0.5833, 204, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"keys\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def keys(self):\\n '''Return all keys in the database'''\\n return [row[0]\\n for row in self.con.execute('select key from data').fetchall()]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L233_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [233, 233], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L232_C4\", \"vector\": [8, 2, 0.5076, 0.0022, 2, 0.7, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return all keys in the database'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L234_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [234, 235], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L232_C4\", \"vector\": [13, 2, 0.5109, 0.0044, 2, 0.7, 1.0, 0, 5, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [row[0]\\n for row in self.con.execute('select key from data').fetchall()]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L237_C4\", \"label\": \"items\", \"type\": \"function\", \"loc\": [237, 240], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.5196, 0.0087, 1, 0.24, 0.625, 339, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"items\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def items(self):\\n '''Return all key-value pairs in the database'''\\n values = self.con.execute('select key, value from data').fetchall()\\n return [(x[0], self.pickle_loads(x[1])) for x in values]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L238_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [238, 238], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L237_C4\", \"vector\": [8, 2, 0.5185, 0.0022, 2, 0.02, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Return all key-value pairs in the database'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L239_C8\", \"label\": \"values = fetchall()\", \"type\": \"assigned_variable\", \"loc\": [239, 239], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L237_C4\", \"vector\": [14, 2, 0.5207, 0.0022, 2, 0.02, 0.5, 721, 3, 0, 0, 0, 133, 10, 2], \"semantic\": {\"name\": \"values\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fetchall\", \"annotation\": \"\"}, \"snippet\": \" values = self.con.execute('select key, value from data').fetchall()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L240_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [240, 240], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L237_C4\", \"vector\": [13, 2, 0.5229, 0.0022, 2, 0.02, 1.0, 0, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [(x[0], self.pickle_loads(x[1])) for x in values]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L242_C4\", \"label\": \"clear\", \"type\": \"function\", \"loc\": [242, 248], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.5338, 0.0153, 1, 0.24, 0.6667, 712, 0, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"clear\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def clear(self):\\n '''Clear the database for all key-value pairs, and free up unsused\\n disk space.\\n '''\\n self.con.execute('drop table data')\\n self.vacuum()\\n self._create_table()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L243_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [243, 245], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L242_C4\", \"vector\": [8, 2, 0.5316, 0.0065, 2, 0.22, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Clear the database for all key-value pairs, and free up unsused\\n disk space.\\n '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L246_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [246, 246], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L242_C4\", \"vector\": [8, 2, 0.5359, 0.0022, 2, 0.22, 0.3333, 569, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('drop table data')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L247_C8\", \"label\": \"vacuum()\", \"type\": \"expression\", \"loc\": [247, 247], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L242_C4\", \"vector\": [8, 2, 0.5381, 0.0022, 2, 0.22, 0.6667, 949, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"vacuum\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"vacuum\", \"annotation\": \"\"}, \"snippet\": \" self.vacuum()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L248_C8\", \"label\": \"_create_table()\", \"type\": \"expression\", \"loc\": [248, 248], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L242_C4\", \"vector\": [8, 2, 0.5403, 0.0022, 2, 0.22, 1.0, 68, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_create_table\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_table\", \"annotation\": \"\"}, \"snippet\": \" self._create_table()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L250_C4\", \"label\": \"_update\", \"type\": \"function\", \"loc\": [250, 255], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.5501, 0.0131, 1, 0.24, 0.7083, 417, 0, 2, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_update\", \"arg_names\": [\"self\", \"items\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _update(self, items):\\n '''Perform the SQL query of updating items (list of key-value pairs)'''\\n items = [(k, self.pickle_dumps(v)) for k,v in items]\\n self.con.executemany('insert or replace into data (key, value)'\\n ' values (?, ?)', items)\\n self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L251_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [251, 251], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L250_C4\", \"vector\": [8, 2, 0.5468, 0.0022, 2, 0.69, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Perform the SQL query of updating items (list of key-value pairs)'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L252_C8\", \"label\": \"items =\", \"type\": \"assigned_variable\", \"loc\": [252, 252], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L250_C4\", \"vector\": [14, 2, 0.549, 0.0022, 2, 0.69, 0.3333, 339, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"items\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" items = [(k, self.pickle_dumps(v)) for k,v in items]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L253_C8\", \"label\": \"executemany()\", \"type\": \"expression\", \"loc\": [253, 254], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L250_C4\", \"vector\": [8, 2, 0.5523, 0.0044, 2, 0.69, 0.6667, 175, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"executemany\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"executemany\", \"annotation\": \"\"}, \"snippet\": \" self.con.executemany('insert or replace into data (key, value)'\\n ' values (?, ?)', items)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L255_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [255, 255], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L250_C4\", \"vector\": [8, 2, 0.5556, 0.0022, 2, 0.69, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L257_C4\", \"label\": \"update\", \"type\": \"function\", \"loc\": [257, 275], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.5795, 0.0414, 1, 0.24, 0.75, 637, 0, 3, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"update\", \"arg_names\": [\"self\", \"items\", \"kwds\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def update(self, items=None, **kwds):\\n '''Updates key-value pairs in the database.\\n\\n Items (key-value pairs) may be given by keyword assignments or using\\n the parameter 'items' a dict or list/tuple of items.\\n '''\\n if isinstance(items, dict):\\n self._update(list(items.items()))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L258_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [258, 262], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L257_C4\", \"vector\": [8, 2, 0.5664, 0.0109, 2, 0.6, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Updates key-value pairs in the database.\\n\\n Items (key-value pairs) may be given by keyword assignments or using\\n the parameter 'items' a dict or list/tuple of items.\\n '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L263_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [263, 272], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L257_C4\", \"vector\": [4, 2, 0.5828, 0.0218, 2, 0.6, 0.5, 0, 3, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(items, dict):\\n self._update(list(items.items()))\\n elif isinstance(items, list) or isinstance(items, tuple):\\n self._update(items)\\n elif items:\\n # probably a generator\\n try:\\n self._update(list(items))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L264_C12\", \"label\": \"_update()\", \"type\": \"expression\", \"loc\": [264, 264], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L263_C8\", \"vector\": [8, 3, 0.5752, 0.0022, 3, 0.28, 0.0, 417, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_update\", \"annotation\": \"\"}, \"snippet\": \" self._update(list(items.items()))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L265_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [265, 272], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L263_C8\", \"vector\": [4, 3, 0.585, 0.0174, 3, 0.28, 1.0, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(items, list) or isinstance(items, tuple):\\n self._update(items)\\n elif items:\\n # probably a generator\\n try:\\n self._update(list(items))\\n except TypeError:\\n raise ValueError('Could not interpret value of parameter `items` as a dict, list/tuple or iterator.')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L266_C12\", \"label\": \"_update()\", \"type\": \"expression\", \"loc\": [266, 266], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L265_C8\", \"vector\": [8, 4, 0.5795, 0.0022, 4, 0.53, 0.0, 417, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_update\", \"annotation\": \"\"}, \"snippet\": \" self._update(items)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L267_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [267, 272], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L265_C8\", \"vector\": [4, 4, 0.5871, 0.0131, 4, 0.53, 1.0, 0, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif items:\\n # probably a generator\\n try:\\n self._update(list(items))\\n except TypeError:\\n raise ValueError('Could not interpret value of parameter `items` as a dict, list/tuple or iterator.')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L269_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [269, 272], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L267_C8\", \"vector\": [7, 5, 0.5893, 0.0087, 5, 0.27, 0.0, 0, 0, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n self._update(list(items))\\n except TypeError:\\n raise ValueError('Could not interpret value of parameter `items` as a dict, list/tuple or iterator.')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L270_C16\", \"label\": \"_update()\", \"type\": \"expression\", \"loc\": [270, 270], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L269_C12\", \"vector\": [8, 6, 0.5882, 0.0022, 6, 0.62, 0.0, 417, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_update\", \"annotation\": \"\"}, \"snippet\": \" self._update(list(items))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L274_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [274, 275], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L257_C4\", \"vector\": [4, 2, 0.598, 0.0044, 2, 0.6, 1.0, 0, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if kwds:\\n self._update(list(kwds.items()))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L275_C12\", \"label\": \"_update()\", \"type\": \"expression\", \"loc\": [275, 275], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L274_C8\", \"vector\": [8, 3, 0.5991, 0.0022, 3, 0.92, 0.0, 417, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_update\", \"annotation\": \"\"}, \"snippet\": \" self._update(list(kwds.items()))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"label\": \"popitem\", \"type\": \"function\", \"loc\": [277, 287], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.6144, 0.024, 1, 0.24, 0.7917, 553, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"popitem\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def popitem(self):\\n '''Pop a key-value pair from the database. Returns the next key-value\\n pair which is then removed from the database.'''\\n res = self.con.execute('select key, value from data').fetchone()\\n if res:\\n key, value = res\\n else:\\n raise StopIteration\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L278_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [278, 279], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"vector\": [8, 2, 0.6068, 0.0044, 2, 0.2, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Pop a key-value pair from the database. Returns the next key-value\\n pair which is then removed from the database.'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L280_C8\", \"label\": \"res = fetchone()\", \"type\": \"assigned_variable\", \"loc\": [280, 280], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"vector\": [14, 2, 0.61, 0.0022, 2, 0.2, 0.25, 413, 3, 0, 0, 0, 561, 10, 2], \"semantic\": {\"name\": \"res\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fetchone\", \"annotation\": \"\"}, \"snippet\": \" res = self.con.execute('select key, value from data').fetchone()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L281_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [281, 284], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"vector\": [4, 2, 0.6155, 0.0087, 2, 0.2, 0.5, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if res:\\n key, value = res\\n else:\\n raise StopIteration\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L282_C12\", \"label\": \"key, value =\", \"type\": \"assigned_variable\", \"loc\": [282, 282], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L281_C8\", \"vector\": [14, 3, 0.6144, 0.0022, 3, 0.53, 0.0, 839, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"key, value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" key, value = res\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L286_C8\", \"label\": \"value = pickle_loads()\", \"type\": \"assigned_variable\", \"loc\": [286, 286], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"vector\": [14, 2, 0.6231, 0.0022, 2, 0.2, 0.75, 441, 3, 1, 0, 0, 428, 10, 1], \"semantic\": {\"name\": \"value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pickle_loads\", \"annotation\": \"\"}, \"snippet\": \" value = self.pickle_loads(value)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L287_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [287, 287], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L277_C4\", \"vector\": [13, 2, 0.6253, 0.0022, 2, 0.2, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return key, value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L289_C4\", \"label\": \"close\", \"type\": \"function\", \"loc\": [289, 291], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.6318, 0.0065, 1, 0.24, 0.8333, 77, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"close\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def close(self):\\n '''Close database connection'''\\n self.con.close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L290_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [290, 290], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L289_C4\", \"vector\": [8, 2, 0.6318, 0.0022, 2, 0.32, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Close database connection'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L291_C8\", \"label\": \"close()\", \"type\": \"expression\", \"loc\": [291, 291], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L289_C4\", \"vector\": [8, 2, 0.634, 0.0022, 2, 0.32, 1.0, 77, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"close\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"close\", \"annotation\": \"\"}, \"snippet\": \" self.con.close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L293_C4\", \"label\": \"vacuum\", \"type\": \"function\", \"loc\": [293, 304], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.6503, 0.0261, 1, 0.24, 0.875, 949, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"vacuum\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def vacuum(self):\\n '''Free unused disk space from the database file.\\n\\n The operation has no effect if database is in memory.\\n\\n Note: The operation can take some time to run (around a half second per\\n megabyte on the Linux box where SQLite is developed) and it can use up\\n to twice as much temporary disk space as the original file while it is\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L294_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [294, 302], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L293_C4\", \"vector\": [8, 2, 0.6492, 0.0196, 2, 0.92, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Free unused disk space from the database file.\\n\\n The operation has no effect if database is in memory.\\n\\n Note: The operation can take some time to run (around a half second per\\n megabyte on the Linux box where SQLite is developed) and it can use up\\n to twice as much temporary disk space as the original file while it is\\n running.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L303_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [303, 303], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L293_C4\", \"vector\": [8, 2, 0.6601, 0.0022, 2, 0.92, 0.5, 569, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('vacuum')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L304_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [304, 304], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L293_C4\", \"vector\": [8, 2, 0.6623, 0.0022, 2, 0.92, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L306_C4\", \"label\": \"get\", \"type\": \"function\", \"loc\": [306, 319], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.6808, 0.0305, 1, 0.24, 0.9167, 607, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"get\", \"arg_names\": [\"self\", \"keys\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get(self, keys):\\n '''Get item(s) for the specified key or list of keys.\\n\\n Items will be returned only for those keys that are defined. The\\n function will pass silently (i.e. not raise an error) if one or more of\\n the keys is not defined.'''\\n try:\\n keys = tuple(keys)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L307_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [307, 311], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L306_C4\", \"vector\": [8, 2, 0.6732, 0.0109, 2, 0.9, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Get item(s) for the specified key or list of keys.\\n\\n Items will be returned only for those keys that are defined. The\\n function will pass silently (i.e. not raise an error) if one or more of\\n the keys is not defined.'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L312_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [312, 316], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L306_C4\", \"vector\": [7, 2, 0.6841, 0.0109, 2, 0.9, 0.3333, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n keys = tuple(keys)\\n except TypeError:\\n # probably a single key (ie not an iterable)\\n keys = (keys,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L313_C12\", \"label\": \"keys = tuple()\", \"type\": \"assigned_variable\", \"loc\": [313, 313], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L312_C8\", \"vector\": [14, 3, 0.6819, 0.0022, 3, 0.9, 0.0, 204, 3, 1, 0, 0, 259, 10, 1], \"semantic\": {\"name\": \"keys\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"tuple\", \"annotation\": \"\"}, \"snippet\": \" keys = tuple(keys)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L316_C12\", \"label\": \"keys =\", \"type\": \"assigned_variable\", \"loc\": [316, 316], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L312_C8\", \"vector\": [14, 3, 0.6885, 0.0022, 3, 0.9, 0.0, 204, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"keys\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" keys = (keys,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L317_C8\", \"label\": \"values = fetchall()\", \"type\": \"assigned_variable\", \"loc\": [317, 318], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L306_C4\", \"vector\": [14, 2, 0.6917, 0.0044, 2, 0.9, 0.6667, 721, 3, 0, 0, 0, 133, 10, 2], \"semantic\": {\"name\": \"values\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fetchall\", \"annotation\": \"\"}, \"snippet\": \" values = self.con.execute('select key, value from data where key in '\\n '%s' % (keys,)).fetchall()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L319_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [319, 319], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L306_C4\", \"vector\": [13, 2, 0.695, 0.0022, 2, 0.9, 1.0, 0, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [(k, self.pickle_loads(v)) for k,v in values]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L321_C4\", \"label\": \"remove\", \"type\": \"function\", \"loc\": [321, 332], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.7113, 0.0261, 1, 0.24, 0.9583, 185, 0, 2, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"remove\", \"arg_names\": [\"self\", \"keys\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def remove(self, keys):\\n '''Removes item(s) for the specified key or list of keys.\\n\\n The function will pass silently (i.e. not raise an error) if one or more\\n of the keys is not defined.'''\\n try:\\n keys = tuple(keys)\\n except TypeError:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L322_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [322, 325], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L321_C4\", \"vector\": [8, 2, 0.7048, 0.0087, 2, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Removes item(s) for the specified key or list of keys.\\n\\n The function will pass silently (i.e. not raise an error) if one or more\\n of the keys is not defined.'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L326_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [326, 330], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L321_C4\", \"vector\": [7, 2, 0.7146, 0.0109, 2, 0.24, 0.3333, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n keys = tuple(keys)\\n except TypeError:\\n # probably a single key (ie not an iterable)\\n keys = (keys,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L327_C12\", \"label\": \"keys = tuple()\", \"type\": \"assigned_variable\", \"loc\": [327, 327], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L326_C8\", \"vector\": [14, 3, 0.7124, 0.0022, 3, 0.13, 0.0, 204, 3, 1, 0, 0, 259, 10, 1], \"semantic\": {\"name\": \"keys\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"tuple\", \"annotation\": \"\"}, \"snippet\": \" keys = tuple(keys)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L330_C12\", \"label\": \"keys =\", \"type\": \"assigned_variable\", \"loc\": [330, 330], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L326_C8\", \"vector\": [14, 3, 0.719, 0.0022, 3, 0.13, 0.0, 204, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"keys\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" keys = (keys,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L331_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [331, 331], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L321_C4\", \"vector\": [8, 2, 0.7211, 0.0022, 2, 0.24, 0.6667, 569, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('delete from data where key in %s' % (keys,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L332_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [332, 332], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L321_C4\", \"vector\": [8, 2, 0.7233, 0.0022, 2, 0.24, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L334_C4\", \"label\": \"reindex\", \"type\": \"function\", \"loc\": [334, 341], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ClassDef_L106_C0\", \"vector\": [2, 1, 0.7353, 0.0174, 1, 0.24, 1.0, 353, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"reindex\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def reindex(self):\\n '''Delete and recreate key index.\\n\\n Use this function if key lookup time becomes slower. This may happen as\\n the index will become fragmented with lots of\\n insertions/updates/deletions.'''\\n self.con.execute('reindex sqlite_autoindex_data_1')\\n self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L335_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [335, 339], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L334_C4\", \"vector\": [8, 2, 0.7342, 0.0109, 2, 0.33, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Delete and recreate key index.\\n\\n Use this function if key lookup time becomes slower. This may happen as\\n the index will become fragmented with lots of\\n insertions/updates/deletions.'''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L340_C8\", \"label\": \"execute()\", \"type\": \"expression\", \"loc\": [340, 340], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L334_C4\", \"vector\": [8, 2, 0.7407, 0.0022, 2, 0.33, 0.5, 569, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"execute\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"execute\", \"annotation\": \"\"}, \"snippet\": \" self.con.execute('reindex sqlite_autoindex_data_1')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L341_C8\", \"label\": \"commit()\", \"type\": \"expression\", \"loc\": [341, 341], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L334_C4\", \"vector\": [8, 2, 0.7429, 0.0022, 2, 0.33, 1.0, 281, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"commit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"commit\", \"annotation\": \"\"}, \"snippet\": \" self.con.commit()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L343_C0\", \"label\": \"dbdict\", \"type\": \"function\", \"loc\": [343, 352], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7571, 0.0218, 0, 0.66, 0.8182, 217, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"dbdict\", \"arg_names\": [\"filename\", \"picklevalues\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def dbdict(filename, picklevalues=False):\\n '''Open a persistent dictionary for reading and writing.\\n\\n The filename parameter is the base filename for the underlying\\n database. If filename is ':memory:' the database is created in\\n memory.\\n\\n See the module's __doc__ string for an overview of the interface.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L344_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [344, 351], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L343_C0\", \"vector\": [8, 1, 0.7571, 0.0174, 1, 0.98, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Open a persistent dictionary for reading and writing.\\n\\n The filename parameter is the base filename for the underlying\\n database. If filename is ':memory:' the database is created in\\n memory.\\n\\n See the module's __doc__ string for an overview of the interface.\\n '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L352_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [352, 352], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L343_C0\", \"vector\": [13, 1, 0.7669, 0.0022, 1, 0.98, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return DbDict(filename, picklevalues)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L354_C0\", \"label\": \"open\", \"type\": \"function\", \"loc\": [354, 363], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.781, 0.0218, 0, 0.66, 0.9091, 693, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"open\", \"arg_names\": [\"filename\", \"picklevalues\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def open(filename, picklevalues=False):\\n '''Open a persistent dictionary for reading and writing.\\n\\n The filename parameter is the base filename for the underlying\\n database. If filename is ':memory:' the database is created in\\n memory.\\n\\n See the module's __doc__ string for an overview of the interface.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L355_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [355, 362], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L354_C0\", \"vector\": [8, 1, 0.781, 0.0174, 1, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" '''Open a persistent dictionary for reading and writing.\\n\\n The filename parameter is the base filename for the underlying\\n database. If filename is ':memory:' the database is created in\\n memory.\\n\\n See the module's __doc__ string for an overview of the interface.\\n '''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Return_L363_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [363, 363], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:FunctionDef_L354_C0\", \"vector\": [13, 1, 0.7908, 0.0022, 1, 0.3, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return DbDict(filename, picklevalues)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [365, 459], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.8976, 0.207, 0, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 49], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n\\n # Perform some tests\\n\\n d = open(':memory:')\\n\\n d[1] = 'test'\\n assert d[1] == 'test'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L369_C4\", \"label\": \"d = open()\", \"type\": \"assigned_variable\", \"loc\": [369, 369], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [14, 1, 0.8039, 0.0022, 1, 0.18, 0.0, 355, 3, 1, 0, 0, 693, 10, 1], \"semantic\": {\"name\": \"d\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"open\", \"annotation\": \"\"}, \"snippet\": \" d = open(':memory:')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L371_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [371, 371], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [14, 1, 0.8083, 0.0022, 1, 0.18, 0.0476, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" d[1] = 'test'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L377_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [377, 380], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [7, 1, 0.8246, 0.0087, 1, 0.18, 0.0952, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n assert d[2], 'Lookup did not fail on non-existent key'\\n except KeyError:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L386_C4\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [386, 386], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.841, 0.0022, 1, 0.18, 0.1429, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" d.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L390_C4\", \"label\": \"range10 = list()\", \"type\": \"assigned_variable\", \"loc\": [390, 390], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [14, 1, 0.8497, 0.0022, 1, 0.18, 0.1905, 730, 3, 1, 0, 0, 430, 10, 2], \"semantic\": {\"name\": \"range10\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" range10 = list(range(10))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L391_C4\", \"label\": \"items =\", \"type\": \"assigned_variable\", \"loc\": [391, 391], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [14, 1, 0.8519, 0.0022, 1, 0.18, 0.2381, 339, 5, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"items\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" items = [(i, i) for i in range10]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L392_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [392, 392], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.854, 0.0022, 1, 0.18, 0.2857, 637, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" d.update(items)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L394_C4\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [394, 394], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8584, 0.0022, 1, 0.18, 0.3333, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" d.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L397_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [397, 397], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8649, 0.0022, 1, 0.18, 0.381, 637, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" d.update(tuple(items))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L399_C4\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [399, 399], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8693, 0.0022, 1, 0.18, 0.4286, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" d.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L402_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [402, 402], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8758, 0.0022, 1, 0.18, 0.4762, 637, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" d.update(dict(items))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L404_C4\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [404, 404], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8802, 0.0022, 1, 0.18, 0.5238, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" d.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L407_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [407, 407], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.8867, 0.0022, 1, 0.18, 0.5714, 637, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" d.update((i, i) for i in range10)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L422_C4\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [422, 422], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9194, 0.0022, 1, 0.18, 0.619, 185, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" d.remove(list(range(8,10)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L425_C4\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [425, 425], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9259, 0.0022, 1, 0.18, 0.6667, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" d.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L428_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [428, 428], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9325, 0.0022, 1, 0.18, 0.7143, 637, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" d.update(foo=1, bar=2)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L433_C4\", \"label\": \"while\", \"type\": \"while\", \"loc\": [433, 439], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [5, 1, 0.9499, 0.0153, 1, 0.18, 0.7619, 0, 1, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while True:\\n try:\\n value = d.popitem()\\n assert value in [('foo', 1), ('bar', 2)], \\\\\\n 'Popitem not in expected result set'\\n except StopIteration:\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L434_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [434, 439], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L433_C4\", \"vector\": [7, 2, 0.951, 0.0131, 2, 0.52, 0.0, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n value = d.popitem()\\n assert value in [('foo', 1), ('bar', 2)], \\\\\\n 'Popitem not in expected result set'\\n except StopIteration:\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L435_C12\", \"label\": \"value = popitem()\", \"type\": \"assigned_variable\", \"loc\": [435, 435], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L434_C8\", \"vector\": [14, 3, 0.9477, 0.0022, 3, 0.02, 0.0, 441, 3, 0, 0, 0, 553, 10, 1], \"semantic\": {\"name\": \"value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"popitem\", \"annotation\": \"\"}, \"snippet\": \" value = d.popitem()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L442_C4\", \"label\": \"setdefault()\", \"type\": \"expression\", \"loc\": [442, 442], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.963, 0.0022, 1, 0.18, 0.8095, 262, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setdefault\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setdefault\", \"annotation\": \"\"}, \"snippet\": \" d.setdefault(10, 10)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L446_C4\", \"label\": \"reindex()\", \"type\": \"expression\", \"loc\": [446, 446], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9717, 0.0022, 1, 0.18, 0.8571, 353, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"reindex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"reindex\", \"annotation\": \"\"}, \"snippet\": \" d.reindex()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L449_C4\", \"label\": \"vacuum()\", \"type\": \"expression\", \"loc\": [449, 449], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9782, 0.0022, 1, 0.18, 0.9048, 949, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"vacuum\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"vacuum\", \"annotation\": \"\"}, \"snippet\": \" d.vacuum()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L452_C4\", \"label\": \"close()\", \"type\": \"expression\", \"loc\": [452, 452], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [8, 1, 0.9847, 0.0022, 1, 0.18, 0.9524, 77, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"close\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"close\", \"annotation\": \"\"}, \"snippet\": \" d.close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L455_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [455, 459], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"vector\": [7, 1, 0.9956, 0.0109, 1, 0.18, 1.0, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n d[1] = 1\\n raise AssertionError('Database not closed')\\n except sqlite3.ProgrammingError:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L456_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [456, 456], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L455_C4\", \"vector\": [14, 2, 0.9935, 0.0022, 2, 0.07, 0.0, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" d[1] = 1\"}]"},"connections":{"kind":"string","value":"[{\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L92_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:ImportFrom_L94_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L92_C0\", \"t\": 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\"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L392_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L394_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L397_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L399_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L402_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L404_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L407_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L422_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L425_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L428_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L433_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:While_L433_C4\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L434_C8\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L434_C8\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L435_C12\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L442_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L446_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L449_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L452_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:If_L365_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L455_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Try_L455_C4\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82401:Assign_L456_C8\"}]"}}},{"rowIdx":74692,"cells":{"code":{"kind":"string","value":"#!/usr/bin/env python\nfrom __future__ import print_function\nimport sys\n# import signal\nif sys.hexversion < 0x03000000:\n from future_builtins import zip, map\n################################################################################\n#\n#\n# task.py\n#\n# Copyright (c) 10/9/2009 Leo Goodstadt\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\"\"\"\n\n********************************************\n:mod:`ruffus.task` -- Overview\n********************************************\n\n.. moduleauthor:: Leo Goodstadt <ruffus@llew.org.uk>\n\nInitial implementation of @active_if by Jacob Biesinger\n\n============================\nDecorator syntax:\n============================\n\n Pipelined tasks are created by \"decorating\" a function with the following syntax::\n\n def func_a():\n pass\n\n @follows(func_a)\n def func_b ():\n pass\n\n\n Each task is a single function which is applied one or more times to a list of parameters\n (typically input files to produce a list of output files).\n\n Each of these is a separate, independent job (sharing the same code) which can be\n run in parallel.\n\n\n============================\nRunning the pipeline\n============================\n To run the pipeline::\n\n pipeline_run(target_tasks, forcedtorun_tasks = [], multiprocess = 1,\n logger = stderr_logger,\n gnu_make_maximal_rebuild_mode = True,\n cleanup_log = \"../cleanup.log\")\n\n pipeline_cleanup(cleanup_log = \"../cleanup.log\")\n\n\n\n\n\n\n\"\"\"\n\nimport os\nimport sys\nimport copy\nimport multiprocessing\nimport collections\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# imports\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\nimport logging\nimport re\nfrom collections import defaultdict, deque\nfrom multiprocessing import Pool\nfrom multiprocessing.pool import ThreadPool\nimport traceback\nimport types\nif sys.hexversion >= 0x03000000:\n # everything is unicode in python3\n from functools import reduce\n\n\nimport textwrap\nimport time\nfrom multiprocessing.managers import SyncManager\nfrom collections import namedtuple\nfrom contextlib import contextmanager\ntry:\n import cPickle as pickle\nexcept:\n import pickle as pickle\nfrom . import dbdict\n\n\nif __name__ == '__main__':\n import sys\n sys.path.insert(0, \".\")\n\nfrom .graph import *\nfrom .print_dependencies import *\nfrom .ruffus_exceptions import *\nfrom .ruffus_utility import *\nfrom .file_name_parameters import *\n\nif sys.hexversion >= 0x03000000:\n # everything is unicode in python3\n path_str_type = str\nelse:\n path_str_type = basestring\n\n\n#\n# use simplejson in place of json for python < 2.6\n#\ntry:\n import json\nexcept ImportError:\n import simplejson\n json = simplejson\ndumps = json.dumps\n\nif sys.hexversion >= 0x03000000:\n import queue as queue\nelse:\n import Queue as queue\n\n\nclass Ruffus_Keyboard_Interrupt_Exception (Exception):\n pass\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n#\n# light weight logging objects\n#\n#\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n\nclass t_black_hole_logger:\n\n \"\"\"\n Does nothing!\n \"\"\"\n\n def info(self, message, *args, **kwargs):\n pass\n\n def debug(self, message, *args, **kwargs):\n pass\n\n def warning(self, message, *args, **kwargs):\n pass\n\n def error(self, message, *args, **kwargs):\n pass\n\n\nclass t_stderr_logger:\n\n \"\"\"\n Everything to stderr\n \"\"\"\n\n def __init__(self):\n self.unique_prefix = \"\"\n\n def add_unique_prefix(self):\n import random\n random.seed()\n self.unique_prefix = str(random.randint(0, 1000)) + \" \"\n\n def info(self, message):\n sys.stderr.write(self.unique_prefix + message + \"\\n\")\n\n def warning(self, message):\n sys.stderr.write(\"\\n\\n\" + self.unique_prefix + \"WARNING:\\n \" + message + \"\\n\\n\")\n\n def error(self, message):\n sys.stderr.write(\"\\n\\n\" + self.unique_prefix + \"ERROR:\\n \" + message + \"\\n\\n\")\n\n def debug(self, message):\n sys.stderr.write(self.unique_prefix + message + \"\\n\")\n\n\nclass t_stream_logger:\n\n \"\"\"\n Everything to stderr\n \"\"\"\n\n def __init__(self, stream):\n self.stream = stream\n\n def info(self, message):\n self.stream.write(message + \"\\n\")\n\n def warning(self, message):\n sys.stream.write(\"\\n\\nWARNING:\\n \" + message + \"\\n\\n\")\n\n def error(self, message):\n sys.stream.write(\"\\n\\nERROR:\\n \" + message + \"\\n\\n\")\n\n def debug(self, message):\n self.stream.write(message + \"\\n\")\n\nblack_hole_logger = t_black_hole_logger()\nstderr_logger = t_stderr_logger()\n\n\nclass t_verbose_logger:\n\n def __init__(self, verbose, verbose_abbreviated_path, logger, runtime_data):\n self.verbose = verbose\n self.logger = logger\n self.runtime_data = runtime_data\n self.verbose_abbreviated_path = verbose_abbreviated_path\n\n# _____________________________________________________________________________\n#\n# logging helper function\n#\n# _____________________________________________________________________________\n\n\ndef log_at_level(logger, message_level, verbose_level, msg):\n \"\"\"\n writes to log if message_level > verbose level\n Returns anything written in case we might want to drop down and output at a\n lower log level\n \"\"\"\n if message_level <= verbose_level:\n logger.info(msg)\n return True\n return False\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n\n# queue management objects\n\n# inserted into queue like job parameters to control multi-processing queue\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# fake parameters to signal in queue\nclass all_tasks_complete:\n pass\n\n\nclass waiting_for_more_tasks_to_complete:\n pass\n\n\n#\n# synchronisation data\n#\n# SyncManager()\n# syncmanager.start()\n\n#\n# do nothing semaphore\n#\n@contextmanager\ndef do_nothing_semaphore():\n yield\n\n\n# EXTRA pipeline_run DEBUGGING\nEXTRA_PIPELINERUN_DEBUGGING = False\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# task_decorator\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\nclass task_decorator(object):\n\n \"\"\"\n Forwards to functions within Task\n \"\"\"\n\n def __init__(self, *decoratorArgs, **decoratorNamedArgs):\n \"\"\"\n saves decorator arguments\n \"\"\"\n self.args = decoratorArgs\n self.named_args = decoratorNamedArgs\n\n def __call__(self, task_func):\n \"\"\"\n calls func in task with the same name as the class\n \"\"\"\n # add task to main pipeline\n # check for duplicate tasks inside _create_task\n task = main_pipeline._create_task(task_func)\n\n # call the method called\n # task.decorator_xxxx\n # where xxxx = transform subdivide etc\n task_decorator_function = getattr(task, \"_decorator_\" + self.__class__.__name__)\n task.created_via_decorator = True\n # create empty placeholder with the args %s actually inside the task function\n task.description_with_args_placeholder = task._get_decorated_function(\n ).replace(\"...\", \"%s\", 1)\n task_decorator_function(*self.args, **self.named_args)\n\n #\n # don't change the function so we can call it unaltered\n #\n return task_func\n\n\n#\n# Basic decorators\n#\nclass follows(task_decorator):\n pass\n\n\nclass files(task_decorator):\n pass\n\n\n#\n# Core\n#\nclass split(task_decorator):\n pass\n\n\nclass transform(task_decorator):\n pass\n\n\nclass subdivide(task_decorator):\n\n \"\"\"\n Splits a each set of input files into multiple output file names,\n where the number of output files may not be known beforehand.\n \"\"\"\n pass\n\n\nclass originate(task_decorator):\n pass\n\n\nclass merge(task_decorator):\n pass\n\n\nclass posttask(task_decorator):\n pass\n\n\nclass jobs_limit(task_decorator):\n pass\n\n\n#\n# Advanced\n#\nclass collate(task_decorator):\n pass\n\n\nclass active_if(task_decorator):\n pass\n\n#\n# Esoteric\n#\n\n\nclass check_if_uptodate(task_decorator):\n pass\n\n\nclass parallel(task_decorator):\n pass\n\n\nclass graphviz(task_decorator):\n pass\n\n#\n# Obsolete\n#\n\n\nclass files_re(task_decorator):\n pass\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# indicator objects\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n# _____________________________________________________________________________\n\n# mkdir\n\n# _____________________________________________________________________________\nclass mkdir(task_decorator):\n # def __init__ (self, *args):\n # self.args = args\n pass\n\n# _____________________________________________________________________________\n\n# touch_file\n\n# _____________________________________________________________________________\n\n\nclass touch_file(object):\n\n def __init__(self, *args):\n self.args = args\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# job descriptors\n\n# given parameters, returns strings describing job\n# First returned parameter is string in strong form\n# Second returned parameter is a list of strings for input,\n# output and extra parameters\n# intended to be reformatted with indentation\n# main use in error logging\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\ndef generic_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\n if unglobbed_params in ([], None):\n m = \"Job\"\n else:\n m = \"Job = %s\" % ignore_unknown_encoder(unglobbed_params)\n return m, [m]\n\n\ndef io_files_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\n extra_param = \", \" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\n if len(unglobbed_params) > 2 else \"\"\n out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\n if len(unglobbed_params) > 1 else \"??\"\n in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\n if len(unglobbed_params) > 0 else \"??\"\n\n return (\"Job = [%s -> %s%s]\" % (in_param, out_param, extra_param),\n [\"Job = [%s\" % in_param, \"-> \" + out_param + extra_param + \"]\"])\n\n\ndef io_files_one_to_many_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\n\n extra_param = \", \" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\n if len(unglobbed_params) > 2 else \"\"\n out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\n if len(unglobbed_params) > 1 else \"??\"\n in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\n if len(unglobbed_params) > 0 else \"??\"\n\n # start with input parameter\n ret_params = [\"Job = [%s\" % in_param]\n\n # add output parameter to list,\n # processing one by one if multiple output parameters\n if len(unglobbed_params) > 1:\n if isinstance(unglobbed_params[1], (list, tuple)):\n ret_params.extend(\n \"-> \" + shorten_filenames_encoder(p, verbose_abbreviated_path) for p in unglobbed_params[1])\n else:\n ret_params.append(\"-> \" + out_param)\n\n # add extra\n if len(unglobbed_params) > 2:\n ret_params.append(\n \" , \" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1])\n\n # add closing bracket\n ret_params[-1] += \"]\"\n\n return (\"Job = [%s -> %s%s]\" % (in_param, out_param, extra_param), ret_params)\n\n\ndef mkdir_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\n # input, output and parameters\n if len(unglobbed_params) == 1:\n m = \"Make directories %s\" % (shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path))\n elif len(unglobbed_params) == 2:\n m = \"Make directories %s\" % (shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path))\n else:\n return [], []\n return m, [m]\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# job wrappers\n# registers files/directories for cleanup\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n# _____________________________________________________________________________\n\n# generic job wrapper\n\n# _____________________________________________________________________________\ndef job_wrapper_generic(params, user_defined_work_func, register_cleanup, touch_files_only):\n \"\"\"\n run func\n \"\"\"\n assert(user_defined_work_func)\n return user_defined_work_func(*params)\n\n# _____________________________________________________________________________\n\n# job wrapper for all that deal with i/o files\n\n# _____________________________________________________________________________\n\n\ndef job_wrapper_io_files(params, user_defined_work_func, register_cleanup, touch_files_only,\n output_files_only=False):\n \"\"\"\n run func on any i/o if not up to date\n \"\"\"\n assert(user_defined_work_func)\n\n i, o = params[0:2]\n\n if touch_files_only == 0:\n # @originate only uses output files\n if output_files_only:\n ret_val = user_defined_work_func(*(params[1:]))\n # all other decorators\n else:\n try:\n ret_val = user_defined_work_func(*params)\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\"w\" * 36 + \"[[ task() done ]]\" + \"w\" * 27 + \"\\n\")\n except KeyboardInterrupt as e:\n # Reraise KeyboardInterrupt as a normal Exception\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\"E\" * 36 + \"[[ KeyboardInterrupt from task() ]]\" +\n \"E\" * 9 + \"\\n\")\n raise Ruffus_Keyboard_Interrupt_Exception(\"KeyboardInterrupt\")\n except:\n # sys.stderr.write(\"?? %s ??\" % (tuple(params),))\n raise\n elif touch_files_only == 1:\n # job_history = dbdict.open(RUFFUS_HISTORY_FILE, picklevalues=True)\n\n #\n # Do not touch any output files which are the same as any input\n # i.e. which are just being passed through\n #\n # list of input files\n real_input_file_names = set()\n for f in get_strings_in_flattened_sequence(i):\n real_input_file_names.add(os.path.realpath(f))\n\n #\n # touch files only\n #\n for f in get_strings_in_flattened_sequence(o):\n\n if os.path.realpath(f) in real_input_file_names:\n continue\n\n #\n # race condition still possible...\n #\n with open(f, 'a') as ff:\n os.utime(f, None)\n # if not os.path.exists(f):\n # open(f, 'w')\n # mtime = os.path.getmtime(f)\n # else:\n # os.utime(f, None)\n # mtime = os.path.getmtime(f)\n\n # job_history[f] = chksum # update file times and job details in\n # history\n\n #\n # register strings in output file for cleanup\n #\n for f in get_strings_in_flattened_sequence(o):\n register_cleanup(f, \"file\")\n\n\n# _____________________________________________________________________________\n\n# job wrapper for all that only deals with output files\n\n# _____________________________________________________________________________\ndef job_wrapper_output_files(params, user_defined_work_func, register_cleanup, touch_files_only):\n \"\"\"\n run func on any output file if not up to date\n \"\"\"\n job_wrapper_io_files(params, user_defined_work_func, register_cleanup, touch_files_only,\n output_files_only=True)\n\n\n# _____________________________________________________________________________\n\n# job wrapper for mkdir\n\n# _____________________________________________________________________________\ndef job_wrapper_mkdir(params, user_defined_work_func, register_cleanup, touch_files_only):\n \"\"\"\n Make missing directories including any intermediate directories on the specified path(s)\n \"\"\"\n #\n # Just in case, swallow file exist errors because some other makedirs\n # might be subpath of this directory\n # Should not be necessary because of \"sorted\" in task_mkdir\n #\n #\n if len(params) == 1:\n dirs = params[0]\n\n # if there are two parameters, they are i/o, and the directories to be\n # created are the output\n elif len(params) >= 2:\n dirs = params[1]\n else:\n raise Exception(\"No arguments in mkdir check %s\" % (params,))\n\n # get all file names in flat list\n dirs = get_strings_in_flattened_sequence(dirs)\n\n for d in dirs:\n try:\n # Please email the authors if an uncaught exception is raised here\n os.makedirs(d)\n register_cleanup(d, \"makedirs\")\n except:\n #\n # ignore exception if\n # exception == OSError + \"File exists\" or // Linux\n # exception == WindowsError + \"file already exists\" // Windows\n # Are other exceptions raised by other OS?\n #\n #\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n # exceptionType == OSError and\n if \"File exists\" in str(exceptionValue):\n continue\n # exceptionType == WindowsError and\n elif \"file already exists\" in str(exceptionValue):\n continue\n raise\n\n # changed for compatibility with python 3.x\n # except OSError, e:\n # if \"File exists\" not in e:\n # raise\n\n\nJOB_ERROR = 0\nJOB_SIGNALLED_BREAK = 1\nJOB_UP_TO_DATE = 2\nJOB_COMPLETED = 3\n\n# _____________________________________________________________________________\n\n# t_job_result\n# Previously a collections.namedtuple (introduced in python 2.6)\n# Now using implementation from running\n# t_job_result = namedtuple('t_job_result',\n# 'task_name state job_name return_value exception', verbose =1)\n# for compatibility with python 2.5\n\n# _____________________________________________________________________________\nt_job_result = namedtuple('t_job_result',\n 'task_name '\n 'node_index state '\n 'job_name '\n 'return_value '\n 'exception '\n 'params '\n 'unglobbed_params ',\n verbose=0)\n\n\n# _____________________________________________________________________________\n\n# multiprocess_callback\n#\n# _____________________________________________________________________________\ndef run_pooled_job_without_exceptions(process_parameters):\n \"\"\"\n handles running jobs in parallel\n Make sure exceptions are caught here:\n Otherwise, these will kill the thread/process\n return any exceptions which will be rethrown at the other end:\n See RethrownJobError / run_all_jobs_in_task\n \"\"\"\n # signal.signal(signal.SIGINT, signal.SIG_IGN)\n (params, unglobbed_params, task_name, node_index, job_name, job_wrapper, user_defined_work_func,\n job_limit_semaphore, death_event, touch_files_only) = process_parameters\n\n # #job_history = dbdict.open(RUFFUS_HISTORY_FILE, picklevalues=True)\n # outfile = params[1] if len(params) > 1 else None # mkdir has no output\n # if not isinstance(outfile, list):\n # # outfile = [outfile]\n # for o in outfile:\n # job_history.pop(o, None) # remove outfile from history if it exists\n\n if job_limit_semaphore is None:\n job_limit_semaphore = do_nothing_semaphore()\n\n try:\n with job_limit_semaphore:\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\">\" * 36 + \"[[ job_wrapper ]]\" + \">\" * 27 + \"\\n\")\n return_value = job_wrapper(params, user_defined_work_func,\n register_cleanup, touch_files_only)\n\n #\n # ensure one second between jobs\n #\n # if one_second_per_job:\n # time.sleep(1.01)\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\"<\" * 36 + \"[[ job_wrapper done ]]\" + \"<\" * 22 + \"\\n\")\n return t_job_result(task_name, node_index, JOB_COMPLETED, job_name, return_value, None,\n params, unglobbed_params)\n except KeyboardInterrupt as e:\n # Reraise KeyboardInterrupt as a normal Exception.\n # Should never be necessary here\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\"E\" * 36 + \"[[ KeyboardInterrupt ]]\" + \"E\" * 21 + \"\\n\")\n death_event.set()\n raise Ruffus_Keyboard_Interrupt_Exception(\"KeyboardInterrupt\")\n except:\n # EXTRA pipeline_run DEBUGGING\n if EXTRA_PIPELINERUN_DEBUGGING:\n sys.stderr.write(\"E\" * 36 + \"[[ Other Interrupt ]]\" + \"E\" * 23 + \"\\n\")\n # Wrap up one or more exceptions rethrown across process boundaries\n #\n # See multiprocessor.Server.handle_request/serve_client for an\n # analogous function\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n exception_stack = traceback.format_exc()\n exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\n exception_value = str(exceptionValue)\n if len(exception_value):\n exception_value = \"(%s)\" % exception_value\n\n if exceptionType == Ruffus_Keyboard_Interrupt_Exception:\n death_event.set()\n job_state = JOB_SIGNALLED_BREAK\n elif exceptionType == JobSignalledBreak:\n job_state = JOB_SIGNALLED_BREAK\n else:\n job_state = JOB_ERROR\n return t_job_result(task_name, node_index, job_state, job_name, None,\n [task_name,\n job_name,\n exception_name,\n exception_value,\n exception_stack], params, unglobbed_params)\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Helper function\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n\n# _____________________________________________________________________________\n\n# register_cleanup\n\n# to do\n\n# _____________________________________________________________________________\ndef register_cleanup(file_name, operation):\n pass\n\n# _____________________________________________________________________________\n\n# pipeline functions only have \"name\" as a named parameter\n\n# _____________________________________________________________________________\n\n\ndef get_name_from_args(named_args):\n if \"name\" in named_args:\n name = named_args[\"name\"]\n del named_args[\"name\"]\n return name\n else:\n return None\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Pipeline\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\nclass Pipeline(dict):\n pipelines = dict()\n cnt_mkdir = 0\n\n def __init__(self, name, *arg, **kw):\n \"\"\"\n Each Ruffus Pipeline object has to have a unique name.\n \"main\" is reserved for \"main_pipeline\", the default pipeline for all\n Ruffus decorators.\n \"\"\"\n # initialise dict\n super(Pipeline, self).__init__(*arg, **kw)\n\n # set of tasks\n self.tasks = set()\n self.task_names = set()\n\n # add self to list of all pipelines\n self.name = name\n self.original_name = name\n if name in Pipeline.pipelines:\n raise Exception(\"Error:\\nDuplicate pipeline. \"\n \"A pipeline named '%s' already exists.\\n\" % name)\n Pipeline.pipelines[name] = self\n self.head_tasks = []\n self.tail_tasks = []\n\n # _________________________________________________________________________\n\n # _create_task\n\n # _________________________________________________________________________\n def _create_task(self, task_func, task_name=None):\n \"\"\"\n Create task with a function\n \"\"\"\n # add task to main pipeline\n if not task_name:\n if task_func.__module__ == \"__main__\":\n task_name = task_func.__name__\n else:\n task_name = str(task_func.__module__) + \\\n \".\" + task_func.__name__\n\n if task_name not in self:\n task = Task(task_func, task_name, self)\n\n # task_name already there as the identifying task_name.\n # If the task_func also matches everything is fine\n elif (task_name in self.task_names and\n self[task_name][0].user_defined_work_func == task_func):\n task = self[task_name][0]\n\n # If the task name is already taken but with a different function,\n # this will blow up\n # But if the function is being reused and with a previously different\n # task name then OK\n else:\n task = Task(task_func, task_name, self)\n\n return task\n\n # _________________________________________________________________________\n\n # _complete_task_setup\n\n # _________________________________________________________________________\n def _complete_task_setup(self):\n \"\"\"\n Finishes initialising all tasks\n Make sure all tasks in dependency list are linked to real functions\n \"\"\"\n\n processed_pipelines = set([self.name])\n unprocessed_tasks = deque(self.tasks)\n processed_tasks = set()\n while len(unprocessed_tasks):\n task = unprocessed_tasks.popleft()\n for ancestral_task in task.setup_task_func():\n if ancestral_task not in processed_tasks:\n unprocessed_tasks.append(ancestral_task)\n processed_pipelines.add(ancestral_task.pipeline.name)\n #\n # some jobs single state status mirrors parent's state\n # and parent task not known until dependencies resolved\n # Is this legacy code?\n # Breaks @merge otherwise\n #\n if isinstance(task._is_single_job_single_output, Task):\n task._is_single_job_single_output = \\\n task._is_single_job_single_output._is_single_job_single_output\n\n return processed_pipelines\n\n # _________________________________________________________________________\n\n # get_head_tasks\n\n # _________________________________________________________________________\n def get_head_tasks(self):\n \"\"\"\n Return tasks at the head of the pipeline,\n i.e. with only descendants/dependants\n N.B. Head and Tail sets can overlap\n\n Most of the time when self.head_tasks == [], it has been left undefined by mistake.\n So we usually throw an exception at the point of use\n \"\"\"\n return self.head_tasks\n\n # _________________________________________________________________________\n\n # set_head_tasks\n\n # _________________________________________________________________________\n def set_head_tasks(self, head_tasks):\n \"\"\"\n Return tasks at the head of the pipeline,\n i.e. with only descendants/dependants\n \"\"\"\n self.head_tasks = head_tasks\n\n # _________________________________________________________________________\n\n # get_tail_tasks\n\n # _________________________________________________________________________\n def get_tail_tasks(self):\n \"\"\"\n Return tasks at the tail of the pipeline,\n i.e. without descendants/dependants\n N.B. Head and Tail sets can overlap\n\n Most of the time when self.tail_tasks == [],\n it has been left undefined by mistake.\n So we usually throw an exception at the point of use\n \"\"\"\n return self.tail_tasks\n\n # _________________________________________________________________________\n\n # set_tail_tasks\n\n # _________________________________________________________________________\n def set_tail_tasks(self, tail_tasks):\n \"\"\"\n Return tasks at the tail of the pipeline,\n i.e. with only descendants/dependants\n \"\"\"\n self.tail_tasks = tail_tasks\n\n # _________________________________________________________________________\n\n # set_input\n\n # forward to head tasks\n\n # _________________________________________________________________________\n def set_input(self, **args):\n if not len(self.get_head_tasks()):\n raise error_no_head_tasks(\"pipeline %s has no head tasks defined.\" % self.name)\n for tt in self.get_head_tasks():\n tt.set_input(**args)\n\n # _________________________________________________________________________\n\n # clone\n\n # _________________________________________________________________________\n def clone(self, name, *arg, **kw):\n\n # setup new pipeline\n new_pipeline = Pipeline(name, *arg, **kw)\n\n # set of tasks\n new_pipeline.tasks = set(task._clone(new_pipeline) for task in self.tasks)\n new_pipeline.task_names = set(self.task_names)\n\n # so keep original name after a series of cloning operations\n new_pipeline.original_name = self.original_name\n\n # lookup tasks in new pipeline\n new_pipeline.head_tasks = [new_pipeline[t._name] for t in self.head_tasks]\n new_pipeline.head_tasks = [new_pipeline[t._name] for t in self.tail_tasks]\n return new_pipeline\n\n # _________________________________________________________________________\n\n # mkdir\n\n # _________________________________________________________________________\n def mkdir(self, *unnamed_args, **named_args):\n \"\"\"\n Makes directories each incoming input to a corresponding output\n This is a One to One operation\n \"\"\"\n name = get_name_from_args(named_args)\n # func is a placeholder...\n if name is None:\n self.cnt_mkdir += 1\n if self.cnt_mkdir == 1:\n name = \"mkdir\"\n else:\n name = \"mkdir # %d\" % self.cnt_mkdir\n task = self._create_task(task_func=job_wrapper_mkdir, task_name=name)\n task.created_via_decorator = False\n task.syntax = \"pipeline.mkdir\"\n task.description_with_args_placeholder = \"%s(name = %r, %%s)\" % (\n task.syntax, task._get_display_name())\n task._prepare_mkdir(unnamed_args, named_args, task.description_with_args_placeholder)\n return task\n\n # _________________________________________________________________________\n\n # transform\n\n # _________________________________________________________________________\n def _do_create_task_by_OOP(self, task_func, named_args, syntax):\n \"\"\"\n Helper function for\n Pipeline.transform\n Pipeline.originate\n pipeline.split\n pipeline.subdivide\n pipeline.parallel\n pipeline.files\n pipeline.combinations_with_replacement\n pipeline.combinations\n pipeline.permutations\n pipeline.product\n pipeline.collate\n pipeline.merge\n \"\"\"\n name = get_name_from_args(named_args)\n task = self._create_task(task_func, name)\n task.created_via_decorator = False\n task.syntax = syntax\n task.description_with_args_placeholder = \"%s(name = %r, task_func = %s, %%s)\" \\\n % (task.syntax, task._get_display_name(), task_func.__name__)\n return task\n\n # _________________________________________________________________________\n\n # transform\n\n # _________________________________________________________________________\n def lookup_task_from_name(self, task_name, default_module_name):\n \"\"\"\n If lookup returns None, means ambiguous: do nothing\n Only ever returns a list of one\n \"\"\"\n multiple_tasks = []\n\n #\n # Does the unqualified name uniquely identify?\n #\n if task_name in self:\n if len(self[task_name]) == 1:\n return self[task_name]\n else:\n multiple_tasks = self[task_name]\n\n #\n # Even if the unqualified name does not uniquely identify,\n # maybe the qualified name does\n #\n full_qualified_name = default_module_name + \".\" + task_name\n if full_qualified_name in self:\n if len(self[full_qualified_name]) == 1:\n return self[full_qualified_name]\n else:\n multiple_tasks = self[task_name]\n\n #\n # Nothing matched\n #\n if not multiple_tasks:\n return []\n\n #\n # If either the qualified or unqualified name is ambiguous, throw...\n #\n task_names = \",\".join(t._name for t in multiple_tasks)\n raise error_ambiguous_task(\"%s is ambiguous. Which do you mean? (%s).\"\n % (task_name, task_names))\n\n # _________________________________________________________________________\n\n # transform\n\n # _________________________________________________________________________\n def transform(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Transforms each incoming input to a corresponding output\n This is a One to One operation\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.transform\")\n task._prepare_transform(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # originate\n\n # _________________________________________________________________________\n def originate(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Originates a new set of output files,\n one output per call to the task function\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.originate\")\n task._prepare_originate(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # split\n\n # _________________________________________________________________________\n def split(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Splits a single set of input files into multiple output file names,\n where the number of output files may not be known beforehand.\n This is a One to Many operation\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.split\")\n task._prepare_split(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # subdivide\n\n # _________________________________________________________________________\n def subdivide(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Subdivides a each set of input files into multiple output file names,\n where the number of output files may not be known beforehand.\n This is a Many to Even More operation\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.subdivide\")\n task._prepare_subdivide(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # merge\n\n # _________________________________________________________________________\n def merge(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Merges multiple input files into a single output.\n This is a Many to One operation\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.merge\")\n task._prepare_merge(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # collate\n\n # _________________________________________________________________________\n def collate(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Collates each set of multiple matching input files into an output.\n This is a Many to Fewer operation\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.collate\")\n task._prepare_collate(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # product\n\n # _________________________________________________________________________\n def product(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n All-vs-all Product between items from each set of inputs\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.product\")\n task._prepare_product(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # permutations\n\n # _________________________________________________________________________\n def permutations(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Permutations between items from a set of inputs\n * k-length tuples\n * all possible orderings\n * no self vs self\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.permutations\")\n task._prepare_combinatorics(\n unnamed_args, named_args, error_task_permutations)\n return task\n\n # _________________________________________________________________________\n\n # combinations\n\n # _________________________________________________________________________\n def combinations(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n Combinations of items from a set of inputs\n * k-length tuples\n * Single (sorted) ordering, i.e. AB is the same as BA,\n * No repeats. No AA, BB\n For Example:\n combinations(\"ABCD\", 3) = ['ABC', 'ABD', 'ACD', 'BCD']\n combinations(\"ABCD\", 2) = ['AB', 'AC', 'AD', 'BC', 'BD', 'CD']\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.combinations\")\n task._prepare_combinatorics(unnamed_args, named_args, error_task_combinations)\n return task\n\n # _________________________________________________________________________\n\n # combinations_with_replacement\n\n # _________________________________________________________________________\n def combinations_with_replacement(self, task_func, *unnamed_args,\n **named_args):\n \"\"\"\n Combinations with replacement of items from a set of inputs\n * k-length tuples\n * Single (sorted) ordering, i.e. AB is the same as BA,\n * Repeats. AA, BB, AAC etc.\n For Example:\n combinations_with_replacement(\"ABCD\", 2) = [\n 'AA', 'AB', 'AC', 'AD',\n 'BB', 'BC', 'BD',\n 'CC', 'CD',\n 'DD']\n combinations_with_replacement(\"ABCD\", 3) = [\n 'AAA', 'AAB', 'AAC', 'AAD',\n 'ABB', 'ABC', 'ABD',\n 'ACC', 'ACD',\n 'ADD',\n 'BBB', 'BBC', 'BBD',\n 'BCC', 'BCD',\n 'BDD',\n 'CCC', 'CCD',\n 'CDD',\n 'DDD']\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"combinations_with_replacement\")\n task._prepare_combinatorics(unnamed_args, named_args,\n error_task_combinations_with_replacement)\n return task\n\n # _________________________________________________________________________\n\n # files\n\n # _________________________________________________________________________\n def files(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n calls user function in parallel\n with either each of a list of parameters\n or using parameters generated by a custom function\n\n In the parameter list,\n The first two items of each set of parameters must\n be input/output files or lists of files or Null\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.files\")\n task._prepare_files(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # parallel\n\n # _________________________________________________________________________\n def parallel(self, task_func, *unnamed_args, **named_args):\n \"\"\"\n calls user function in parallel\n with either each of a list of parameters\n or using parameters generated by a custom function\n \"\"\"\n task = _do_create_task_by_OOP(task_func, named_args, \"pipeline.parallel\")\n task._prepare_parallel(unnamed_args, named_args)\n return task\n\n # _________________________________________________________________________\n\n # run\n # printout\n #\n # Forwarding functions\n # Should bring procedural function here and forward from the other\n # direction?\n\n # _________________________________________________________________________\n def run(self, *unnamed_args, **named_args):\n pipeline_run(pipeline=self, *unnamed_args, **named_args)\n\n def printout(self, *unnamed_args, **named_args):\n pipeline_printout(pipeline=self, *unnamed_args, **named_args)\n\n def get_task_names(self, *unnamed_args, **named_args):\n pipeline_get_task_names(pipeline=self, *unnamed_args, **named_args)\n\n def printout_graph(self, *unnamed_args, **named_args):\n pipeline_printout_graph(pipeline=self, *unnamed_args, **named_args)\n\n#\n# Global default shared pipeline (used for decorators)\n#\nmain_pipeline = Pipeline(name=\"main\")\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Functions\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n# _____________________________________________________________________________\n\n# lookup_unique_task_from_func\n\n# _____________________________________________________________________________\ndef lookup_unique_task_from_func(task_func, default_pipeline_name=\"main\"):\n \"\"\"\n Go through all pipelines and match task_func to find a unique task\n Throw exception if ambiguous\n \"\"\"\n\n def unique_task_from_func_in_pipeline(task_func, pipeline):\n if task_func in pipeline:\n if len(pipeline[task_func]) == 1:\n # Found task!\n return pipeline[task_func][0]\n\n # Found too many tasks! Ambiguous...\n task_names = \", \".join(task._name for task in pipeline[task_func])\n raise error_ambiguous_task(\n \"Function def %s(...): is used by multiple tasks (%s). Which one do you mean?.\"\n % (task_func.__name__, task_names))\n return None\n\n #\n # Iterate through all pipelines starting with the specified pipeline\n #\n task = unique_task_from_func_in_pipeline(task_func, Pipeline.pipelines[default_pipeline_name])\n if task:\n return task\n\n #\n # Sees if function uniquely identifies a single task across pipelines\n #\n found_tasks = []\n found_pipelines = []\n for pipeline in Pipeline.pipelines.values():\n task = unique_task_from_func_in_pipeline(task_func, pipeline)\n if task:\n found_tasks.append(task)\n found_pipelines.append(pipeline)\n\n if len(found_tasks) == 1:\n return found_tasks[0]\n\n if len(found_tasks) > 1:\n raise error_ambiguous_task(\"Task Name %s is ambiguous and specifies different tasks \"\n \"across multiple pipelines (%s).\"\n % (task_func.__name__, \",\".join(found_pipelines)))\n\n return None\n\n\n# _____________________________________________________________________________\n\n# lookup_tasks_from_name\n\n# _____________________________________________________________________________\ndef lookup_tasks_from_name(task_name, default_pipeline_name, default_module_name=\"__main__\"):\n \"\"\"\n\n Tries:\n (1) Named pipeline in the format pipeline::task_name\n (2) tasks matching task_name in default_pipeline_name\n (3) pipeline names matching task_name\n (4) if task_name uniquely identifies any task in all other pipelines...\n\n Only returns multiple tasks if (3) task_name is the name of a pipeline\n \"\"\"\n\n # Lookup the task from the function or task name\n pipeline_name, task_name = re.match(\"(?:(.+)::)?(.*)\", task_name).groups()\n\n #\n # (1) Look in specified pipeline\n # Will blow up if task_name is ambiguous\n #\n if pipeline_name:\n if pipeline_name not in Pipeline.pipelines:\n raise error_not_a_pipeline(\"%s is not a pipeline.\" % pipeline_name)\n pipeline = Pipeline.pipelines[pipeline_name]\n return pipeline.lookup_task_from_name(task_name, default_module_name)\n\n #\n # (2) Try default pipeline\n # Will blow up if task_name is ambiguous\n #\n if default_pipeline_name not in Pipeline.pipelines:\n raise error_not_a_pipeline(\"%s is not a pipeline.\" % default_pipeline_name)\n pipeline = Pipeline.pipelines[default_pipeline_name]\n tasks = pipeline.lookup_task_from_name(task_name, default_module_name)\n if tasks:\n return tasks\n\n # (3) task_name is actually the name of a pipeline\n # Alias for pipeline.get_tail_tasks()\n # N.B. This is the *only* time multiple tasks might be returned\n #\n if task_name in Pipeline.pipelines:\n if not len(Pipeline.pipelines[task_name].get_tail_tasks()):\n raise error_no_tail_tasks(\n \"Pipeline %s has no tail tasks defined. Which task do you \"\n \"mean when you specify the whole pipeline as a dependency?\" % task_name)\n return Pipeline.pipelines[task_name].get_tail_tasks()\n\n #\n # (4) Try all other pipelines\n # Will blow up if task_name is ambiguous\n #\n found_tasks = []\n found_pipelines = []\n for pipeline_name, pipeline in Pipeline.pipelines.items():\n tasks = pipeline.lookup_task_from_name(task_name, default_module_name)\n if tasks:\n found_tasks.append(tasks)\n found_pipelines.append(pipeline_name)\n\n # unambiguous: good\n if len(found_tasks) == 1:\n return found_tasks[0]\n\n # ambiguous: bad\n if len(found_tasks) > 1:\n raise error_ambiguous_task(\n \"Task Name %s is ambiguous and specifies different tasks across \"\n \"several pipelines (%s).\" % (task_name, \",\".join(found_pipelines)))\n\n # Nothing found\n return []\n\n\n# _____________________________________________________________________________\n\n# lookup_tasks_from_user_specified_names\n#\n# _____________________________________________________________________________\ndef lookup_tasks_from_user_specified_names(task_description, task_names,\n default_pipeline_name=\"main\",\n default_module_name=\"__main__\"):\n \"\"\"\n Given a list of task names, look up the corresponding tasks\n Will just pass through if the task_name is already a task\n \"\"\"\n\n #\n # In case we are given a single item instead of a list\n #\n if not isinstance(task_names, (list, tuple)):\n task_names = [task_names]\n\n task_list = []\n\n for task_name in task_names:\n\n # \"task_name\" is a Task or pipeline, add those\n if isinstance(task_name, Task):\n task_list.append(task_name)\n continue\n\n elif isinstance(task_name, Pipeline):\n if not len(task_name.get_tail_tasks()):\n raise error_no_tail_tasks(\"Pipeline %s has no 'tail tasks'. Which task do you mean\"\n \" when you specify the whole pipeline?\" % task_name.name)\n task_list.extend(task_name.get_tail_tasks())\n continue\n\n if isinstance(task_name, collections.Callable):\n # blows up if ambiguous\n task = lookup_unique_task_from_func(task_name)\n # blow up for unwrapped function\n if not task:\n raise error_function_is_not_a_task(\n (\"Function def %s(...): is not a Ruffus task.\" % task_func.__name__) +\n \" The function needs to have a ruffus decoration like \"\n \"'@transform', or be a member of a ruffus.Pipeline().\")\n\n task_list.append(task)\n continue\n\n # some kind of string: task or func or pipeline name?\n if isinstance(task_name, path_str_type):\n\n # Will throw Exception if ambiguous\n tasks = lookup_tasks_from_name(\n task_name, default_pipeline_name, default_module_name)\n # not found\n if not tasks:\n raise error_node_not_task(\"%s task '%s' is not a pipelined task in Ruffus. Is it \"\n \"spelt correctly ?\" % (task_description, task_name))\n task_list.extend(tasks)\n continue\n\n else:\n raise TypeError(\"Expecting a string or function, or a Ruffus Task or Pipeline object\")\n return task_list\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Task\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\nclass Task (node):\n\n \"\"\"\n\n * Represents each stage of a pipeline.\n * Associated with a single python function.\n * Identified uniquely within the pipeline by its name.\n\n \"\"\"\n\n _action_names = [\"unspecified\",\n \"task\",\n \"task_files_re\",\n \"task_split\",\n \"task_merge\",\n \"task_transform\",\n \"task_collate\",\n \"task_files_func\",\n \"task_files\",\n \"task_mkdir\",\n \"task_parallel\",\n \"task_active_if\",\n \"task_product\",\n \"task_permutations\",\n \"task_combinations\",\n \"task_combinations_with_replacement\",\n \"task_subdivide\",\n \"task_originate\",\n \"task_graphviz\",\n ]\n # ENUMS\n (_action_unspecified,\n _action_task,\n _action_task_files_re,\n _action_task_split,\n _action_task_merge,\n _action_task_transform,\n _action_task_collate,\n _action_task_files_func,\n _action_task_files,\n _action_mkdir,\n _action_task_parallel,\n _action_active_if,\n _action_task_product,\n _action_task_permutations,\n _action_task_combinations,\n _action_task_combinations_with_replacement,\n _action_task_subdivide,\n _action_task_originate,\n _action_task_graphviz) = range(19)\n\n (_multiple_jobs_outputs,\n _single_job_single_output,\n _job_single_matches_parent) = range(3)\n\n _job_limit_semaphores = {}\n\n # _________________________________________________________________________\n\n # _get_action_name\n\n # _________________________________________________________________________\n def _get_action_name(self):\n return Task._action_names[self._action_type]\n\n # _________________________________________________________________________\n\n # __init__\n\n # _________________________________________________________________________\n def __init__(self, func, task_name=None, pipeline=None):\n \"\"\"\n * Creates a Task object with a specified python function and task name\n * The type of the Task (whether it is a transform or merge or collate\n etc. operation) is specified subsequently. This is because Ruffus\n decorators do not have to be specified in order, and we don't\n know ahead of time.\n \"\"\"\n if not pipeline:\n pipeline = main_pipeline\n self.pipeline = pipeline\n self.func_module_name = str(func.__module__)\n self.func_name = func.__name__\n # convert description into one line\n self.func_description = re.sub(\"\\n\\s+\", \" \", func.__doc__).strip() if func.__doc__ else \"\"\n\n if not task_name:\n task_name = self.func_module_name + \".\" + self.func_name\n\n node.__init__(self, task_name)\n self._action_type = Task._action_task\n self._action_type_desc = Task._action_names[self._action_type]\n\n # Each task has its own checksum level\n # At the moment this is really so multiple pipelines in the same\n # script can have different checksum levels\n # Though set by pipeline_xxxx functions, have initial valid value so\n # unit tests work :-|\n self.checksum_level = CHECKSUM_FILE_TIMESTAMPS\n self.param_generator_func = None\n self.needs_update_func = None\n self.job_wrapper = job_wrapper_generic\n\n #\n self.job_descriptor = generic_job_descriptor\n\n # jobs which produce a single output.\n # special handling for task.get_output_files for dependency chaining\n self._is_single_job_single_output = self._multiple_jobs_outputs\n self.single_multi_io = self._many_to_many\n\n # function which is decorated and does the actual work\n self.user_defined_work_func = func\n\n # functions which will be called when task completes\n self.posttask_functions = []\n\n # give makedir automatically made parent tasks unique names\n self.cnt_task_mkdir = 0\n\n # whether only task function itself knows what output it will produce\n # i.e. output is a glob or something similar\n self.indeterminate_output = 0\n\n # cache output file names here\n self.output_filenames = None\n\n # semaphore name must be unique\n self.semaphore_name = pipeline.name + \":\" + task_name\n\n # do not test for whether task is active\n self.active_if_checks = None\n\n # extra flag for outputfiles\n self.is_active = True\n\n # Created via decorator or OO interface\n # so that display_name looks more natural\n self.created_via_decorator = False\n\n # Finish setting up task\n self.setup_task_func = self._do_nothing_setup\n\n # Finish setting up task\n self.parsed_args = {}\n self.error_type = None\n\n # @split or pipeline.split etc.\n self.syntax = \"\"\n\n self.description_with_args_placeholder = \"%s\"\n\n # whether task has a (re-specifiable) input parameter\n self.has_input_param = True\n self.has_pipeline_in_input_param = False\n\n # add to pipeline's lookup\n # this code is here rather than the pipeline so that current unittests\n # do not need to bother about pipeline\n if task_name in self.pipeline.task_names:\n raise error_duplicate_task_name(\"Same task name %s specified multiple times in the \"\n \"same pipeline (%s)\" % (task_name, self.pipeline.name))\n\n self.pipeline.tasks.add(self)\n\n # task_name is always a unique lookup and overrides everything else\n self.pipeline[task_name] = [self]\n self.pipeline.task_names.add(task_name)\n\n #\n # Allow pipeline to lookup task by\n # 1) Func\n # 2) task name\n # 3) func name\n #\n # Ambiguous func names returns an empty list []\n #\n\n for lookup in (func, self.func_name, self.func_module_name + \".\" + self.func_name):\n # don't add to lookup if this conflicts with a task_name which is\n # always unique and overriding\n if lookup not in self.pipeline.task_names:\n if lookup in self.pipeline:\n self.pipeline[lookup].append(self)\n else:\n self.pipeline[lookup] = [self]\n\n #\n\n # _________________________________________________________________________\n\n # _clone\n\n # _________________________________________________________________________\n def _clone(self, pipeline):\n \"\"\"\n * Clones a Task object from self\n \"\"\"\n new_task = Task(self.user_defined_work_func, self._name, pipeline)\n new_task._action_type = self._action_type\n new_task._action_type_desc = self._action_type_desc\n new_task.checksum_level = self.checksum_level\n new_task.param_generator_func = self.param_generator_func\n new_task.needs_update_func = self.needs_update_func\n new_task.job_wrapper = self.job_wrapper\n new_task.job_descriptor = self.job_descriptor\n new_task._is_single_job_single_output = self._is_single_job_single_output\n new_task.single_multi_io = self.single_multi_io\n new_task.posttask_functions = self.posttask_functions\n new_task.cnt_task_mkdir = self.cnt_task_mkdir\n new_task.indeterminate_output = self.indeterminate_output\n new_task.semaphore_name = self.semaphore_name\n new_task.is_active = self.is_active\n new_task.created_via_decorator = self.created_via_decorator\n new_task.setup_task_func = self.setup_task_func\n new_task.error_type = self.error_type\n new_task.syntax = self.syntax\n new_task.description_with_args_placeholder = self.description_with_args_placeholder\n new_task.has_input_param = self.has_input_param\n new_task.has_pipeline_in_input_param = self.has_pipeline_in_input_param\n new_task.output_filenames = list(self.output_filenames)\n new_task.active_if_checks = list(self.active_if_checks)\n new_task.parsed_args = dict(self.parsed_args)\n\n return new_task\n\n # _________________________________________________________________________\n\n # _init_for_pipeline\n\n # _________________________________________________________________________\n def set_input(self, **args):\n #\n # For product: filter parameter is a list of formatter()\n #\n if (\"filter\" in self.parsed_args and\n isinstance(self.parsed_args[\"filter\"], list)):\n # the number of input is the count of filter\n cnt_expected_input = len(self.parsed_args[\"filter\"])\n\n # make sure the parsed parameter argument is setup, with empty\n # lists if necessary\n # Should have been done already...\n # if self.parsed_args[\"input\"] is None:\n # self.parsed_args[\"input\"] = [[]\n # for i in range(cnt_expected_input)]\n\n # update each element of the list accordingly\n # removing args so we can check if there is anything left over\n for inputN in range(cnt_expected_input):\n input_name = \"input%d\" % (inputN + 1)\n if input_name in args:\n self.parsed_args[\"input\"][inputN] = args[input_name]\n del args[input_name]\n\n if len(args):\n raise error_set_input(\"Unexpected arguments in set_input(%s). \"\n \"Only expecting inputN=???\" % (args,))\n return\n\n if \"input\" in args:\n self.parsed_args[\"input\"] = args[\"input\"]\n del args[\"input\"]\n else:\n raise error_set_input(\"Missing arguments in set_input(input=???)\")\n\n if len(args):\n raise error_set_input(\"Unexpected arguments in set_input(%s). \"\n \"Only expecting input=???\" % (args,))\n\n # _________________________________________________________________________\n\n # _init_for_pipeline\n\n # _________________________________________________________________________\n def _init_for_pipeline(self):\n \"\"\"\n Initialize variables for pipeline run / printout\n\n **********\n BEWARE\n **********\n\n Because state is stored, ruffus is *not* reentrant.\n\n TODO: Need to create runtime DAG to mirror task DAG which holds\n output_filenames to be reentrant\n\n **********\n BEWARE\n **********\n \"\"\"\n\n # cache output file names here\n self.output_filenames = None\n\n # _________________________________________________________________________\n\n # _set_action_type\n\n # _________________________________________________________________________\n def _set_action_type(self, new_action_type):\n \"\"\"\n Save how this task\n 1) tests whether it is up-to-date and\n 2) handles input/output files\n\n Checks that the task has not been defined with conflicting actions\n\n \"\"\"\n if self._action_type not in (Task._action_unspecified, Task._action_task):\n old_action = Task._action_names[self._action_type]\n new_action = Task._action_names[new_action_type]\n actions = \" and \".join(list(set((old_action, new_action))))\n raise error_decorator_args(\"%s\\n has conflicting task specifications: (%s)\\n\" %\n (self.description_with_args_placeholder % \"...\", actions))\n self._action_type = new_action_type\n self._action_type_desc = Task._action_names[new_action_type]\n\n # _________________________________________________________________________\n\n # _get_job_name\n\n # _________________________________________________________________________\n def _get_job_name(self, descriptive_param, verbose_abbreviated_path, runtime_data):\n \"\"\"\n Use job descriptor to return short name for job including any parameters\n\n runtime_data is not (yet) used but may be used to add context in future\n \"\"\"\n return self.job_descriptor(descriptive_param, verbose_abbreviated_path, runtime_data)[0]\n\n # _________________________________________________________________________\n\n # _get_display_name\n\n # _________________________________________________________________________\n def _get_display_name(self):\n \"\"\"\n Returns task name, removing __main__. namespace or main. if present\n \"\"\"\n return self._name.replace(\"__main__.\", \"\").replace(\"main.\", \"\")\n\n # _________________________________________________________________________\n\n # _get_decorated_function\n\n # _________________________________________________________________________\n def _get_decorated_function(self):\n \"\"\"\n Returns name of task function, removing __main__ namespace if necessary\n If not specified using decorator notation, returns empty string\n N.B. Returns trailing new line\n\n \"\"\"\n if not self.created_via_decorator:\n return \"\"\n\n func_name = (self.func_module_name + \".\" +\n self.func_name) \\\n if self.func_module_name != \"__main__\" else self.func_name\n return \"def %s(...):\\n ...\\n\" % func_name\n\n # _________________________________________________________________________\n\n # _update_active_state\n\n # _________________________________________________________________________\n def _update_active_state(self):\n #\n # If has an @active_if decorator, check if the task needs to be run\n # @active_if parameters may be call back functions or booleans\n #\n if (self.active_if_checks is not None and\n any(not arg() if isinstance(arg, collections.Callable) else not arg\n for arg in self.active_if_checks)):\n # flip is active to false.\n # ( get_output_files() will return empty if inactive )\n # Remember each iteration of pipeline_printout pipeline_run\n # will have another bite at changing this value\n self.is_active = False\n else:\n # flip is active to True so that downstream dependencies will be\n # correct ( get_output_files() will return empty if inactive )\n # Remember each iteration of pipeline_printout pipeline_run will\n # have another bite at changing this value\n self.is_active = True\n\n # _________________________________________________________________________\n\n # _printout\n\n # This code will look much better once we have job level dependencies\n # pipeline_run has dependencies percolating up/down. Don't want\n # to recreate all the logic here\n\n # _________________________________________________________________________\n def _printout(self, runtime_data, force_rerun, job_history, task_is_out_of_date, verbose=1,\n verbose_abbreviated_path=2, indent=4):\n \"\"\"\n Print out all jobs for this task\n\n verbose =\n level 1 : logs Out-of-date Task names\n level 2 : logs All Tasks (including any task function\n docstrings)\n level 3 : logs Out-of-date Jobs in Out-of-date Tasks, no\n explanation\n level 4 : logs Out-of-date Jobs in Out-of-date Tasks,\n saying why they are out of date (include only\n list of up-to-date tasks)\n level 5 : All Jobs in Out-of-date Tasks (include only list\n of up-to-date tasks)\n level 6 : All jobs in All Tasks whether out of date or not\n\n \"\"\"\n\n def _get_job_names(unglobbed_params, indent_str):\n job_names = self.job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data)[1]\n if len(job_names) > 1:\n job_names = ([indent_str + job_names[0]] +\n [indent_str + \" \" + jn for jn in job_names[1:]])\n else:\n job_names = ([indent_str + job_names[0]])\n return job_names\n\n if not verbose:\n return []\n\n indent_str = ' ' * indent\n\n messages = []\n\n # LOGGER: level 1 : logs Out-of-date Tasks (names and warnings)\n messages.append(\"Task = %r %s \" % (self._get_display_name(),\n (\" >>Forced to rerun<<\" if force_rerun else \"\")))\n if verbose == 1:\n return messages\n\n # LOGGER: level 2 : logs All Tasks (including any task function\n # docstrings)\n if verbose >= 2 and len(self.func_description):\n messages.append(indent_str + '\"' + self.func_description + '\"')\n\n #\n # single job state\n #\n if verbose >= 10:\n if self._is_single_job_single_output == self._single_job_single_output:\n messages.append(\" Single job single output\")\n elif self._is_single_job_single_output == self._multiple_jobs_outputs:\n messages.append(\" Multiple jobs Multiple outputs\")\n else:\n messages.append(\" Single jobs status depends on %r\" %\n self._is_single_job_single_output._get_display_name())\n\n # LOGGER: No job if less than 2\n if verbose <= 2:\n return messages\n\n # increase indent for jobs up to date status\n indent_str += \" \" * 3\n\n #\n # If has an @active_if decorator, check if the task needs to be run\n # @active_if parameters may be call back functions or booleans\n #\n if not self.is_active:\n # LOGGER\n if verbose <= 3:\n return messages\n messages.append(indent_str + \"Task is inactive\")\n # add spacer line\n messages.append(\"\")\n return messages\n\n #\n # No parameters: just call task function\n #\n if self.param_generator_func is None:\n # LOGGER\n if verbose <= 3:\n return messages\n\n #\n # needs update func = None: always needs update\n #\n if not self.needs_update_func:\n messages.append(indent_str + \"Task needs update: No func to check if up-to-date.\")\n return messages\n\n if self.needs_update_func == needs_update_check_modify_time:\n needs_update, msg = self.needs_update_func(\n task=self, job_history=job_history,\n verbose_abbreviated_path=verbose_abbreviated_path)\n else:\n needs_update, msg = self.needs_update_func()\n\n if needs_update:\n messages.append(indent_str + \"Task needs update: %s\" % msg)\n #\n # Get rid of up-to-date messages:\n # Superfluous for parts of the pipeline which are up-to-date\n # Misleading for parts of the pipeline which require\n # updating: tasks might have to run based on dependencies\n # anyway\n #\n # else:\n # if task_is_out_of_date:\n # messages.append(indent_str + \"Task appears up-to-date but\n # will rerun after its dependencies\")\n # else:\n # messages.append(indent_str + \"Task up-to-date\")\n\n else:\n runtime_data[\"MATCH_FAILURE\"] = []\n #\n # return messages description per job if verbose > 5 else\n # whether up to date or not\n #\n cnt_jobs = 0\n for params, unglobbed_params in self.param_generator_func(runtime_data):\n cnt_jobs += 1\n\n #\n # needs update func = None: always needs update\n #\n if not self.needs_update_func:\n if verbose >= 5:\n messages.extend(_get_job_names(unglobbed_params, indent_str))\n messages.append(indent_str + \" Jobs needs update: No \"\n \"function to check if up-to-date or not\")\n continue\n\n if self.needs_update_func == needs_update_check_modify_time:\n needs_update, msg = self.needs_update_func(\n *params, task=self, job_history=job_history,\n verbose_abbreviated_path=verbose_abbreviated_path)\n else:\n needs_update, msg = self.needs_update_func(*params)\n\n if needs_update:\n messages.extend(_get_job_names(unglobbed_params, indent_str))\n if verbose >= 4:\n per_job_messages = [(indent_str + s)\n for s in (\" Job needs update: %s\" % msg).split(\"\\n\")]\n messages.extend(per_job_messages)\n else:\n messages.append(indent_str + \" Job needs update\")\n\n # up to date: log anyway if verbose\n else:\n # LOGGER\n if (task_is_out_of_date and verbose >= 5) or verbose >= 6:\n messages.extend(_get_job_names(unglobbed_params, indent_str))\n #\n # Get rid of up-to-date messages:\n # Superfluous for parts of the pipeline which are up-to-date\n # Misleading for parts of the pipeline which require updating:\n # tasks might have to run based on dependencies anyway\n #\n # if not task_is_out_of_date:\n # messages.append(indent_str + \" Job up-to-date\")\n\n if cnt_jobs == 0:\n messages.append(indent_str + \"!!! No jobs for this task. Are you sure there is \"\n \"not a error in your code / regular expression?\")\n # LOGGER\n if verbose >= 4 or (verbose and cnt_jobs == 0):\n if runtime_data and \"MATCH_FAILURE\" in runtime_data:\n for s in runtime_data[\"MATCH_FAILURE\"]:\n messages.append(indent_str + \"Job Warning: File match failure: \" + s)\n runtime_data[\"MATCH_FAILURE\"] = []\n messages.append(\"\")\n return messages\n\n # _________________________________________________________________________\n\n # _is_up_to_date\n #\n # use to be named signal\n # returns whether up to date\n # stops recursing if true\n #\n # _________________________________________________________________________\n def _is_up_to_date(self, verbose_logger_job_history):\n \"\"\"\n If true, depth first search will not pass through this node\n \"\"\"\n if not verbose_logger_job_history:\n raise Exception(\"verbose_logger_job_history is None\")\n\n verbose_logger = verbose_logger_job_history[0]\n job_history = verbose_logger_job_history[1]\n\n try:\n logger = verbose_logger.logger\n verbose = verbose_logger.verbose\n runtime_data = verbose_logger.runtime_data\n verbose_abbreviated_path = verbose_logger.verbose_abbreviated_path\n\n log_at_level(logger, 10, verbose, \" Task = %r \" % self._get_display_name())\n\n #\n # If job is inactive, always consider it up-to-date\n #\n if (self.active_if_checks is not None and\n any(not arg() if isinstance(arg, collections.Callable) else not arg\n for arg in self.active_if_checks)):\n log_at_level(logger, 10, verbose, \" Inactive task: treat as Up to date\")\n # print 'signaling that the inactive task is up to date'\n return True\n\n #\n # Always needs update if no way to check if up to date\n #\n if self.needs_update_func is None:\n log_at_level(logger, 10, verbose, \" No update function: treat as out of date\")\n return False\n\n #\n # if no parameters, just return the results of needs update\n #\n if self.param_generator_func is None:\n if self.needs_update_func:\n if self.needs_update_func == needs_update_check_modify_time:\n needs_update, msg = self.needs_update_func(\n task=self, job_history=job_history,\n verbose_abbreviated_path=verbose_abbreviated_path)\n else:\n needs_update, msg = self.needs_update_func()\n log_at_level(logger, 10, verbose, \" Needs update = %s\" % needs_update)\n return not needs_update\n else:\n return True\n else:\n #\n # return not up to date if ANY jobs needs update\n #\n for params, unglobbed_params in self.param_generator_func(runtime_data):\n if self.needs_update_func == needs_update_check_modify_time:\n needs_update, msg = self.needs_update_func(\n *params, task=self, job_history=job_history,\n verbose_abbreviated_path=verbose_abbreviated_path)\n else:\n needs_update, msg = self.needs_update_func(*params)\n if needs_update:\n log_at_level(logger, 10, verbose, \" Needing update:\\n %s\"\n % self._get_job_name(unglobbed_params,\n verbose_abbreviated_path, runtime_data))\n return False\n\n #\n # Percolate warnings from parameter factories\n #\n if (verbose >= 1 and \"ruffus_WARNING\" in runtime_data and\n self.param_generator_func in runtime_data[\"ruffus_WARNING\"]):\n for msg in runtime_data[\"ruffus_WARNING\"][self.param_generator_func]:\n logger.warning(\" 'In Task\\n%s\\n%s\" % (\n self.description_with_args_placeholder % \"...\", msg))\n\n log_at_level(logger, 10, verbose, \" All jobs up to date\")\n\n return True\n\n #\n # removed for compatibility with python 3.x\n #\n # rethrow exception after adding task name\n # except error_task, inst:\n # inst.specify_task(self, \"Exceptions in dependency checking\")\n # raise\n\n except:\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n #\n # rethrow exception after adding task name\n #\n if exceptionType == error_task:\n exceptionValue.specify\n inst.specify_task(self, \"Exceptions in dependency checking\")\n raise\n\n exception_stack = traceback.format_exc()\n exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\n exception_value = str(exceptionValue)\n if len(exception_value):\n exception_value = \"(%s)\" % exception_value\n errt = RethrownJobError([(self._name,\n \"\",\n exception_name,\n exception_value,\n exception_stack)])\n errt.specify_task(self, \"Exceptions generating parameters\")\n raise errt\n\n # _________________________________________________________________________\n\n # _get_output_files\n #\n #\n # _________________________________________________________________________\n def _get_output_files(self, do_not_expand_single_job_tasks, runtime_data):\n \"\"\"\n Cache output files\n\n Normally returns a list with one item for each job or a just a list\n of file names.\n For \"_single_job_single_output\"\n i.e. @merge and @files with single jobs,\n returns the output of a single job (i.e. can be a string)\n \"\"\"\n\n #\n # N.B. active_if_checks is called once per task\n # in make_job_parameter_generator() for consistency\n #\n # self.is_active can be set using self.active_if_checks in that\n # function, and therefore can be changed BETWEEN invocations\n # of pipeline_run\n #\n # self.is_active is not used anywhere else\n #\n if (not self.is_active):\n return []\n\n if self.output_filenames is None:\n\n self.output_filenames = []\n\n # skip tasks which don't have parameters\n if self.param_generator_func is not None:\n\n cnt_jobs = 0\n for params, unglobbed_params in self.param_generator_func(runtime_data):\n cnt_jobs += 1\n # skip tasks which don't have output parameters\n if len(params) >= 2:\n # make sure each @split or @subdivide or @originate\n # returns a list of jobs\n # i.e. each @split or @subdivide or @originate is\n # always a ->many operation\n # even if len(many) can be 1 (or zero)\n if self.indeterminate_output and not non_str_sequence(params[1]):\n self.output_filenames.append([params[1]])\n else:\n self.output_filenames.append(params[1])\n\n if self._is_single_job_single_output == self._single_job_single_output:\n if cnt_jobs > 1:\n raise error_task_get_output(self, \"Task which is supposed to produce a \"\n \"single output somehow has more than one job.\")\n\n #\n # The output of @split should be treated as multiple jobs\n #\n # The output of @split is always a list of lists:\n # 1) There is a list of @split jobs\n # A) For advanced (regex) @split\n # this is a many -> many more operation\n # So len(list) == many (i.e. the number of jobs\n # B) For normal @split\n # this is a 1 -> many operation\n # So len(list) = 1\n #\n # 2) The output of each @split job is a list\n # The items in this list of lists are each a job in\n # subsequent tasks\n #\n #\n # So we need to concatenate these separate lists into a\n # single list of output\n #\n # For example:\n # @split([\"a.1\", \"b.1\"], regex(r\"(.)\\.1\"), r\"\\1.*.2\")\n # def example(input, output):\n # JOB 1\n # a.1 -> a.i.2\n # -> a.j.2\n #\n # JOB 2\n # b.1 -> b.i.2\n # -> b.j.2\n #\n # output_filenames = [ [a.i.2, a.j.2], [b.i.2, b.j.2] ]\n #\n # we want [ a.i.2, a.j.2, b.i.2, b.j.2 ]\n #\n # This also works for simple @split\n #\n # @split(\"a.1\", r\"a.*.2\")\n # def example(input, output):\n # only job\n # a.1 -> a.i.2\n # -> a.j.2\n #\n # output_filenames = [ [a.i.2, a.j.2] ]\n #\n # we want [ a.i.2, a.j.2 ]\n #\n if len(self.output_filenames) and self.indeterminate_output:\n self.output_filenames = reduce(lambda x, y: x + y, self.output_filenames)\n\n # special handling for jobs which have a single task\n if (do_not_expand_single_job_tasks and\n self._is_single_job_single_output and\n len(self.output_filenames)):\n return self.output_filenames[0]\n\n #\n # sort by jobs so it is just a weeny little bit less deterministic\n #\n return sorted(self.output_filenames, key=lambda x: str(x))\n\n # _________________________________________________________________________\n\n # _completed\n #\n # All logging logic moved to caller site\n # _________________________________________________________________________\n def _completed(self):\n \"\"\"\n called even when all jobs are up to date\n \"\"\"\n if not self.is_active:\n self.output_filenames = None\n return\n\n for f in self.posttask_functions:\n f()\n\n #\n # indeterminate output. Check actual output again if someother tasks\n # job function depend on it\n # used for @split\n #\n if self.indeterminate_output:\n self.output_filenames = None\n\n # _________________________________________________________________________\n\n # _handle_tasks_globs_in_inputs\n\n # _________________________________________________________________________\n def _handle_tasks_globs_in_inputs(self, input_params, modify_inputs_mode):\n \"\"\"\n Helper function for tasks which\n 1) Notes globs and tasks\n 2) Replaces tasks names and functions with actual tasks\n 3) Adds task dependencies automatically via task_follows\n\n modify_inputs_mode = results[\"modify_inputs_mode\"] =\n t_extra_inputs.ADD_TO_INPUTS | REPLACE_INPUTS |\n KEEP_INPUTS | KEEP_OUTPUTS\n \"\"\"\n #\n # get list of function/function names and globs\n #\n function_or_func_names, globs, runtime_data_names = get_nested_tasks_or_globs(input_params)\n\n #\n # replace function / function names with tasks\n #\n if modify_inputs_mode == t_extra_inputs.ADD_TO_INPUTS:\n description_with_args_placeholder = \\\n self.description_with_args_placeholder % \"add_inputs = add_inputs(%r)\"\n elif modify_inputs_mode == t_extra_inputs.REPLACE_INPUTS:\n description_with_args_placeholder = \\\n self.description_with_args_placeholder % \"replace_inputs = add_inputs(%r)\"\n elif modify_inputs_mode == t_extra_inputs.KEEP_OUTPUTS:\n description_with_args_placeholder = \\\n self.description_with_args_placeholder % \"output =%r\"\n else: # t_extra_inputs.KEEP_INPUTS\n description_with_args_placeholder = \\\n self.description_with_args_placeholder % \"input =%r\"\n\n tasks = self._do_follows(description_with_args_placeholder, True, *function_or_func_names)\n functions_to_tasks = dict(zip(function_or_func_names, tasks))\n input_params = replace_func_names_with_tasks(input_params, functions_to_tasks)\n\n return t_params_tasks_globs_run_time_data(input_params, tasks, globs, runtime_data_names)\n\n # _________________________________________________________________________\n\n # _choose_file_names_transform\n\n # _________________________________________________________________________\n def _choose_file_names_transform(self, file_name_transform_tag,\n valid_tags=(regex, suffix, formatter)):\n \"\"\"\n shared code for subdivide, transform, product etc for choosing method\n for transform input file to output files\n \"\"\"\n valid_tag_names = []\n # regular expression match\n if (regex in valid_tags):\n valid_tag_names.append(\"regex()\")\n if isinstance(file_name_transform_tag, regex):\n return t_regex_file_names_transform(self,\n file_name_transform_tag,\n self.error_type,\n self.syntax)\n\n # simulate end of string (suffix) match\n if (suffix in valid_tags):\n valid_tag_names.append(\"suffix()\")\n if isinstance(file_name_transform_tag, suffix):\n return t_suffix_file_names_transform(self,\n file_name_transform_tag,\n self.error_type,\n self.syntax)\n\n # new style string.format()\n if (formatter in valid_tags):\n valid_tag_names.append(\"formatter()\")\n if isinstance(file_name_transform_tag, formatter):\n return t_formatter_file_names_transform(self,\n file_name_transform_tag,\n self.error_type,\n self.syntax)\n\n raise self.error_type(self,\n \"%s expects one of %s as the second argument\"\n % (self.syntax, \", \".join(valid_tag_names)))\n\n # 8888888888888888888888888888888888888888888888888888888888888888888888888\n\n # task handlers\n\n # sets\n # 1) action_type\n # 2) param_generator_func\n # 3) needs_update_func\n # 4) job wrapper\n\n # 8888888888888888888888888888888888888888888888888888888888888888888888888\n\n def _do_nothing_setup(self):\n \"\"\"\n Task is already set up: do nothing\n \"\"\"\n return set()\n\n # ========================================================================\n\n # _decorator_originate\n\n # originate does have an Input param.\n # It is just None (and not set-able)\n\n # ========================================================================\n def _decorator_originate(self, *unnamed_args, **named_args):\n \"\"\"\n @originate\n \"\"\"\n self.syntax = \"@originate\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_originate(unnamed_args, named_args)\n\n # originate\n # self.has_input_param = True\n\n # _________________________________________________________________________\n\n # _prepare_originate\n\n # _________________________________________________________________________\n def _prepare_originate(self, unnamed_args, named_args):\n \"\"\"\n Common function for pipeline.originate and @originate\n \"\"\"\n self.error_type = error_task_originate\n self._set_action_type(Task._action_task_originate)\n self.setup_task_func = self._originate_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_output_files\n self.job_descriptor = io_files_one_to_many_job_descriptor\n self.single_multi_io = self._many_to_many\n # output is not a glob\n self.indeterminate_output = 0\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args, [\"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _originate_setup\n\n # _________________________________________________________________________\n def _originate_setup(self):\n \"\"\"\n Finish setting up originate\n \"\"\"\n #\n # If self.parsed_args[\"output\"] is a single item (e.g. file name),\n # that will be treated as a list\n # Each item in the list of these will be called as an output in a\n # separate function call\n #\n output_params = self.parsed_args[\"output\"]\n if not non_str_sequence(output_params):\n output_params = [output_params]\n\n #\n # output globs will be replaced with files. But there should not be\n # tasks here!\n #\n list_output_files_task_globs = [self._handle_tasks_globs_in_inputs(\n oo, t_extra_inputs.KEEP_INPUTS) for oo in output_params]\n for oftg in list_output_files_task_globs:\n if len(oftg.tasks):\n raise self.error_type(self, \"%s cannot output to another \"\n \"task. Do not include tasks in \"\n \"output parameters.\" % self.syntax)\n\n self.param_generator_func = originate_param_factory(list_output_files_task_globs,\n *self.parsed_args[\"extras\"])\n return []\n\n # ========================================================================\n\n # _decorator_transform\n\n # ========================================================================\n def _decorator_transform(self, *unnamed_args, **named_args):\n \"\"\"\n @originate\n \"\"\"\n self.syntax = \"@transform\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (\n self.syntax, self._get_decorated_function())\n self._prepare_transform(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_transform\n\n # _________________________________________________________________________\n def _prepare_transform(self, unnamed_args, named_args):\n \"\"\"\n Common function for pipeline.transform and @transform\n \"\"\"\n self.error_type = error_task_transform\n self._set_action_type(Task._action_task_transform)\n self.setup_task_func = self._transform_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_many\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"modify_inputs\",\n \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _transform_setup\n\n # _________________________________________________________________________\n def _transform_setup(self):\n \"\"\"\n Finish setting up transform\n \"\"\"\n\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n ancestral_tasks = set(input_files_task_globs.tasks)\n\n # _____________________________________________________________________\n #\n # _single_job_single_output is bad policy. Can we remove it?\n # What does this actually mean in Ruffus semantics?\n #\n #\n # allows transform to take a single file or task\n if input_files_task_globs.single_file_to_list():\n self._is_single_job_single_output = self._single_job_single_output\n\n #\n # whether transform generates a list of jobs or not will depend on\n # the parent task\n #\n elif isinstance(input_files_task_globs.params, Task):\n self._is_single_job_single_output = input_files_task_globs.params\n\n # _____________________________________________________________________\n\n # how to transform input to output file name\n file_names_transform = self._choose_file_names_transform(self.parsed_args[\"filter\"])\n\n modify_inputs = self.parsed_args[\"modify_inputs\"]\n if modify_inputs is not None:\n modify_inputs = self._handle_tasks_globs_in_inputs(\n modify_inputs, self.parsed_args[\"modify_inputs_mode\"])\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\n\n self.param_generator_func = transform_param_factory(input_files_task_globs,\n file_names_transform,\n modify_inputs,\n self.parsed_args[\"modify_inputs_mode\"],\n self.parsed_args[\"output\"],\n *self.parsed_args[\"extras\"])\n\n return ancestral_tasks\n\n # ========================================================================\n\n # _decorator_subdivide\n\n # ========================================================================\n def _decorator_subdivide(self, *unnamed_args, **named_args):\n \"\"\"\n @subdivide\n \"\"\"\n self.syntax = \"@subdivide\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_subdivide(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_subdivide\n\n # _________________________________________________________________________\n def _prepare_subdivide(self, unnamed_args, named_args):\n \"\"\"\n Common code for @subdivide and pipeline.subdivide\n @split can also end up here\n \"\"\"\n self.error_type = error_task_subdivide\n self._set_action_type(Task._action_task_subdivide)\n self.setup_task_func = self._subdivide_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_one_to_many_job_descriptor\n self.single_multi_io = self._many_to_many\n # output is a glob\n self.indeterminate_output = 2\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"modify_inputs\",\n \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _subdivide_setup\n\n # _________________________________________________________________________\n def _subdivide_setup(self):\n \"\"\"\n Finish setting up subdivide\n \"\"\"\n\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n\n # allows split to take a single file or task\n input_files_task_globs.single_file_to_list()\n\n ancestral_tasks = set(input_files_task_globs.tasks)\n\n # how to transform input to output file name\n file_names_transform = self._choose_file_names_transform(self.parsed_args[\"filter\"])\n\n modify_inputs = self.parsed_args[\"modify_inputs\"]\n if modify_inputs is not None:\n modify_inputs = self._handle_tasks_globs_in_inputs(\n modify_inputs, self.parsed_args[\"modify_inputs_mode\"])\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\n\n #\n # output globs will be replaced with files.\n # But there should not be tasks here!\n #\n output_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"output\"],\n t_extra_inputs.KEEP_OUTPUTS)\n if len(output_files_task_globs.tasks):\n raise self.error_type(self, (\"%s cannot output to another task. Do not include tasks \"\n \"in output parameters.\") % self.syntax)\n\n self.param_generator_func = subdivide_param_factory(input_files_task_globs,\n # False, #\n # flatten input\n # removed\n file_names_transform,\n modify_inputs,\n self.parsed_args[\"modify_inputs_mode\"],\n output_files_task_globs,\n *self.parsed_args[\"extras\"])\n return ancestral_tasks\n\n # ========================================================================\n\n # _decorator_split\n\n # ========================================================================\n def _decorator_split(self, *unnamed_args, **named_args):\n \"\"\"\n @split\n \"\"\"\n self.syntax = \"@split\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n\n #\n # This is actually @subdivide\n #\n if isinstance(unnamed_args[1], regex):\n self._prepare_subdivide(unnamed_args, named_args,\n self.description_with_args_placeholder)\n\n #\n # This is actually @split\n #\n else:\n self._prepare_split(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_split\n\n # _________________________________________________________________________\n def _prepare_split(self, unnamed_args, named_args):\n \"\"\"\n Common code for @split and pipeline.split\n \"\"\"\n self.error_type = error_task_split\n self._set_action_type(Task._action_task_split)\n self.setup_task_func = self._split_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_one_to_many_job_descriptor\n self.single_multi_io = self._one_to_many\n # output is a glob\n self.indeterminate_output = 1\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _split_setup\n\n # _________________________________________________________________________\n def _split_setup(self):\n \"\"\"\n Finish setting up split\n \"\"\"\n\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n\n #\n # output globs will be replaced with files.\n # But there should not be tasks here!\n #\n output_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"output\"],\n t_extra_inputs.KEEP_OUTPUTS)\n if len(output_files_task_globs.tasks):\n raise self.error_type(self, \"%s cannot output to another task. \"\n \"Do not include tasks in output \"\n \"parameters.\" % self.syntax)\n\n self.param_generator_func = split_param_factory(input_files_task_globs,\n output_files_task_globs,\n *self.parsed_args[\"extras\"])\n return set(input_files_task_globs.tasks)\n\n # ========================================================================\n\n # _decorator_merge\n\n # ========================================================================\n def _decorator_merge(self, *unnamed_args, **named_args):\n \"\"\"\n @merge\n \"\"\"\n self.syntax = \"@merge\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_merge(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_merge\n\n # _________________________________________________________________________\n def _prepare_merge(self, unnamed_args, named_args):\n \"\"\"\n Common code for @merge and pipeline.merge\n \"\"\"\n self.error_type = error_task_merge\n self._set_action_type(Task._action_task_merge)\n self.setup_task_func = self._merge_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_one\n self._is_single_job_single_output = self._single_job_single_output\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _merge_setup\n\n # _________________________________________________________________________\n def _merge_setup(self):\n \"\"\"\n Finish setting up merge\n \"\"\"\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n\n self.param_generator_func = merge_param_factory(input_files_task_globs,\n self.parsed_args[\"output\"],\n *self.parsed_args[\"extras\"])\n return set(input_files_task_globs.tasks)\n\n # ========================================================================\n\n # _decorator_collate\n\n # ========================================================================\n def _decorator_collate(self, *unnamed_args, **named_args):\n \"\"\"\n @collate\n \"\"\"\n self.syntax = \"@collate\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_collate(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_collate\n\n # _________________________________________________________________________\n def _prepare_collate(self, unnamed_args, named_args):\n \"\"\"\n Common code for @collate and pipeline.collate\n \"\"\"\n self.error_type = error_task_collate\n self._set_action_type(Task._action_task_collate)\n self.setup_task_func = self._collate_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_many\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"modify_inputs\",\n \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _collate_setup\n\n # _________________________________________________________________________\n def _collate_setup(self):\n \"\"\"\n Finish setting up collate\n \"\"\"\n\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n ancestral_tasks = set(input_files_task_globs.tasks)\n\n # how to transform input to output file name\n file_names_transform = self._choose_file_names_transform(self.parsed_args[\"filter\"],\n (regex, formatter))\n\n modify_inputs = self.parsed_args[\"modify_inputs\"]\n if modify_inputs is not None:\n modify_inputs = self._handle_tasks_globs_in_inputs(\n modify_inputs, self.parsed_args[\"modify_inputs_mode\"])\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\n\n self.param_generator_func = collate_param_factory(input_files_task_globs,\n # False, #\n # flatten input\n # removed\n file_names_transform,\n modify_inputs,\n self.parsed_args[\"modify_inputs_mode\"],\n self.parsed_args[\"output\"],\n *self.parsed_args[\"extras\"])\n\n return set(ancestral_tasks)\n\n # ========================================================================\n\n # _decorator_mkdir\n\n # ========================================================================\n def _decorator_mkdir(self, *unnamed_args, **named_args):\n \"\"\"\n @mkdir\n \"\"\"\n syntax = \"@mkdir\"\n description_with_args_placeholder = \"%s(%%s)\\n%s\" % (\n self.syntax, (self.description_with_args_placeholder % \"...\"))\n self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\n description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # mkdir\n\n # _________________________________________________________________________\n def mkdir(self, unnamed_args, **named_args):\n \"\"\"\n Make missing directories including any intermediate directories before\n this task\n \"\"\"\n syntax = \"Task(name = %s).mkdir\" % self._name\n description_with_args_placeholder = \"%s(%%s)\" % (self.syntax)\n self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\n description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _prepare_dependent_mkdir\n\n # _________________________________________________________________________\n def _prepare_preceding_mkdir(self, unnamed_args, named_args, syntax,\n task_description):\n \"\"\"\n Add mkdir Task to run before self\n Common to\n Task.mkdir\n @mkdir\n @follows(..., mkdir())\n \"\"\"\n #\n # Create a new Task with a unique name to this instance of mkdir\n #\n self.cnt_task_mkdir += 1\n cnt_task_mkdir_str = (\" #%d\" % self.cnt_task_mkdir) if self.cnt_task_mkdir > 1 else \"\"\n task_name = r\"mkdir%s before %s \" % (cnt_task_mkdir_str, self._name)\n new_task = self.pipeline._create_task(task_func=job_wrapper_mkdir, task_name=task_name)\n self._add_parent(new_task)\n\n #\n # Prepare new node\n #\n new_task.syntax = syntax\n new_task._prepare_mkdir(unnamed_args, named_args, task_description)\n\n #\n # Hack:\n # If the task name is too ugly,\n # we can override it for flowchart printing using the\n # display_name\n #\n # new_node.display_name = ??? new_node.func_description\n\n # _________________________________________________________________________\n\n # _prepare_mkdir\n\n # _________________________________________________________________________\n def _prepare_mkdir(self, unnamed_args, named_args, task_description):\n\n self.error_type = error_task_mkdir\n self._set_action_type(Task._action_mkdir)\n self.needs_update_func = self.needs_update_func or needs_update_check_directory_missing\n self.job_wrapper = job_wrapper_mkdir\n self.job_descriptor = mkdir_job_descriptor\n\n # doesn't have a real function\n # use job_wrapper just so it is not None\n self.user_defined_work_func = self.job_wrapper\n\n #\n # @transform like behaviour with regex / suffix or formatter\n #\n if (len(unnamed_args) > 1 and\n isinstance(unnamed_args[1], (formatter, suffix, regex))) or \"filter\" in named_args:\n self.single_multi_io = self._many_to_many\n self.setup_task_func = self._transform_setup\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"modify_inputs\",\n \"output\", \"extras\"], task_description)\n\n #\n # simple behaviour: just make directories in list of strings\n #\n # the mkdir decorator accepts one string, multiple strings or a list of strings\n else:\n\n #\n # override funct description normally parsed from func.__doc__\n # \"Make missing directories including any intermediate\n # directories on the specified path(s)\"\n #\n self.func_description = \"Make missing directories %s\" % (\n shorten_filenames_encoder(unnamed_args, 0))\n\n self.single_multi_io = self._one_to_one\n self.setup_task_func = self._do_nothing_setup\n self.has_input_param = False\n\n #\n #\n #\n # if a single argument collection of parameters, keep that as is\n if len(unnamed_args) == 0:\n self.parsed_args[\"output\"] = []\n elif len(unnamed_args) > 1:\n self.parsed_args[\"output\"] = unnamed_args\n # len(unnamed_args) == 1: unpack unnamed_args[0]\n elif non_str_sequence(unnamed_args[0]):\n self.parsed_args[\"output\"] = unnamed_args[0]\n # single string or other non collection types\n else:\n self.parsed_args[\"output\"] = unnamed_args\n\n # all directories created in one job to reduce race conditions\n # so we are converting [a,b,c] into [ [(a, b,c)] ]\n # where unnamed_args = (a,b,c)\n # i.e. one job whose solitory argument is a tuple/list of directory\n # names\n self.param_generator_func = args_param_factory([[sorted(self.parsed_args[\"output\"])]])\n\n # print (\"mkdir %s\" % (self.func_description), file = sys.stderr)\n\n # ========================================================================\n\n # _decorator_product\n\n # ========================================================================\n def _decorator_product(self, *unnamed_args, **named_args):\n \"\"\"\n @product\n \"\"\"\n self.syntax = \"@product\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_product(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_product\n\n # _________________________________________________________________________\n def _prepare_product(self, unnamed_args, named_args):\n \"\"\"\n Common code for @product and pipeline.product\n \"\"\"\n self.error_type = error_task_product\n self._set_action_type(Task._action_task_product)\n self.setup_task_func = self._product_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_many\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"inputN\", \"modify_inputs\",\n \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _product_setup\n\n # _________________________________________________________________________\n def _product_setup(self):\n \"\"\"\n Finish setting up product\n \"\"\"\n #\n # replace function / function names with tasks\n #\n list_input_files_task_globs = [self._handle_tasks_globs_in_inputs(ii,\n t_extra_inputs.KEEP_INPUTS)\n for ii in self.parsed_args[\"input\"]]\n ancestral_tasks = set()\n for input_files_task_globs in list_input_files_task_globs:\n ancestral_tasks = ancestral_tasks.union(input_files_task_globs.tasks)\n\n # how to transform input to output file name\n file_names_transform = t_nested_formatter_file_names_transform(self,\n self.parsed_args[\"filter\"],\n self.error_type,\n self.syntax)\n\n modify_inputs = self.parsed_args[\"modify_inputs\"]\n if modify_inputs is not None:\n modify_inputs = self._handle_tasks_globs_in_inputs(\n modify_inputs, self.parsed_args[\"modify_inputs_mode\"])\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\n\n self.param_generator_func = product_param_factory(list_input_files_task_globs,\n # False, #\n # flatten input\n # removed\n file_names_transform,\n modify_inputs,\n self.parsed_args[\"modify_inputs_mode\"],\n self.parsed_args[\"output\"],\n *self.parsed_args[\"extras\"])\n\n return ancestral_tasks\n\n # ========================================================================\n\n # _decorator_permutations\n # _decorator_combinations\n # _decorator_combinations_with_replacement\n\n # ========================================================================\n def _decorator_permutations(self, *unnamed_args, **named_args):\n \"\"\"\n @permutations\n \"\"\"\n self.syntax = \"@permutations\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_combinatorics(unnamed_args, named_args, error_task_permutations)\n\n def _decorator_combinations(self, *unnamed_args, **named_args):\n \"\"\"\n @combinations\n \"\"\"\n self.syntax = \"@combinations\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_combinatorics(unnamed_args, named_args, error_task_combinations)\n\n def _decorator_combinations_with_replacement(self, *unnamed_args,\n **named_args):\n \"\"\"\n @combinations_with_replacement\n \"\"\"\n self.syntax = \"@combinations_with_replacement\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_combinatorics(unnamed_args, named_args,\n error_task_combinations_with_replacement)\n\n # _________________________________________________________________________\n\n # _prepare_combinatorics\n\n # _________________________________________________________________________\n def _prepare_combinatorics(self, unnamed_args, named_args, error_type):\n \"\"\"\n Common code for\n @permutations and pipeline.permutations\n @combinations and pipeline.combinations\n @combinations_with_replacement and\n pipeline.combinations_with_replacement\n \"\"\"\n self.error_type = error_type\n self.setup_task_func = self._combinatorics_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_many\n\n #\n # Parse named and unnamed arguments\n #\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"tuple_size\",\n \"modify_inputs\", \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n # _________________________________________________________________________\n\n # _combinatorics_setup\n\n # _________________________________________________________________________\n def _combinatorics_setup(self):\n \"\"\"\n Finish setting up combinatorics\n \"\"\"\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n ancestral_tasks = set(input_files_task_globs.tasks)\n\n # how to transform input to output file name: len(k-tuples) of\n # (identical) formatters\n file_names_transform = t_nested_formatter_file_names_transform(\n self, [self.parsed_args[\"filter\"]] * self.parsed_args[\"tuple_size\"],\n self.error_type, self.syntax)\n\n modify_inputs = self.parsed_args[\"modify_inputs\"]\n if modify_inputs is not None:\n modify_inputs = self._handle_tasks_globs_in_inputs(\n modify_inputs, self.parsed_args[\"modify_inputs_mode\"])\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\n\n # we are not going to specify what type of combinatorics this is twice:\n # just look up from our error type\n error_type_to_combinatorics_type = {\n error_task_combinations_with_replacement:\n t_combinatorics_type.COMBINATORICS_COMBINATIONS_WITH_REPLACEMENT,\n error_task_combinations:\n t_combinatorics_type.COMBINATORICS_COMBINATIONS,\n error_task_permutations:\n t_combinatorics_type.COMBINATORICS_PERMUTATIONS\n }\n\n self.param_generator_func = \\\n combinatorics_param_factory(input_files_task_globs,\n # False, #\n # flatten\n # input\n # removed\n error_type_to_combinatorics_type[\n self.error_type],\n self.parsed_args[\"tuple_size\"],\n file_names_transform,\n modify_inputs,\n self.parsed_args[\"modify_inputs_mode\"],\n self.parsed_args[\"output\"],\n *self.parsed_args[\"extras\"])\n\n return ancestral_tasks\n\n # ========================================================================\n\n # _decorator_files\n\n # ========================================================================\n def _decorator_files(self, *unnamed_args, **named_args):\n \"\"\"\n @files\n \"\"\"\n self.syntax = \"@files\"\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self._prepare_files(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_files\n\n # _________________________________________________________________________\n def _prepare_files(self, unnamed_args, named_args):\n \"\"\"\n Common code for @files and pipeline.files\n \"\"\"\n self.error_type = error_task_files\n self.setup_task_func = self._do_nothing_setup\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n\n if len(unnamed_args) == 0:\n raise error_task_files(self, \"Too few arguments for @files\")\n\n # Use parameters generated by a custom function\n if len(unnamed_args) == 1 and isinstance(unnamed_args[0],\n collections.Callable):\n\n self._set_action_type(Task._action_task_files_func)\n self.param_generator_func = files_custom_generator_param_factory(unnamed_args[0])\n\n # assume\n self.single_multi_io = self._many_to_many\n\n # Use parameters in supplied list\n else:\n self._set_action_type(Task._action_task_files)\n\n if len(unnamed_args) > 1:\n\n # single jobs\n # This is true even if the previous task has multiple output\n # These will all be joined together at the hip (like @merge)\n # If you want different behavior, use @transform\n params = copy.copy([unnamed_args])\n self._is_single_job_single_output = self._single_job_single_output\n self.single_multi_io = self._one_to_one\n\n else:\n\n # multiple jobs with input/output parameters etc.\n params = copy.copy(unnamed_args[0])\n self._is_single_job_single_output = self._multiple_jobs_outputs\n self.single_multi_io = self._many_to_many\n\n check_files_io_parameters(self, params, error_task_files)\n\n self.parsed_args[\"input\"] = [pp[0] for pp in params]\n self.parsed_args[\"output\"] = [tuple(pp[1:]) for pp in params]\n self.setup_task_func = self._files_setup\n\n # _________________________________________________________________________\n\n # _files_setup\n\n # _________________________________________________________________________\n def _files_setup(self):\n \"\"\"\n Finish setting up @files\n \"\"\"\n #\n # replace function / function names with tasks\n #\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\"input\"],\n t_extra_inputs.KEEP_INPUTS)\n\n self.param_generator_func = files_param_factory(input_files_task_globs,\n True,\n self.parsed_args[\"output\"])\n return set(input_files_task_globs.tasks)\n\n # ========================================================================\n\n # _decorator_parallel\n\n # ========================================================================\n def _decorator_parallel(self, *unnamed_args, **named_args):\n \"\"\"\n @parallel\n \"\"\"\n self.syntax = \"@parallel\"\n self._prepare_parallel(unnamed_args, named_args)\n\n # _________________________________________________________________________\n\n # _prepare_parallel\n\n # _________________________________________________________________________\n def _prepare_parallel(self, unnamed_args, named_args):\n \"\"\"\n Common code for @parallel and pipeline.parallel\n \"\"\"\n self.error_type = error_task_parallel\n self._set_action_type(Task._action_task_parallel)\n self.setup_task_func = self._do_nothing_setup\n self.needs_update_func = None\n self.job_wrapper = job_wrapper_generic\n self.job_descriptor = io_files_job_descriptor\n\n if len(unnamed_args) == 0:\n raise error_task_parallel(self, \"Too few arguments for @parallel\")\n\n # Use parameters generated by a custom function\n if len(unnamed_args) == 1 and isinstance(unnamed_args[0],\n collections.Callable):\n self.param_generator_func = args_param_factory(unnamed_args[0]())\n\n # list of params\n else:\n if len(unnamed_args) > 1:\n # single jobs\n params = copy.copy([unnamed_args])\n self._is_single_job_single_output = self._single_job_single_output\n else:\n # multiple jobs with input/output parameters etc.\n params = copy.copy(unnamed_args[0])\n check_parallel_parameters(self, params, error_task_parallel)\n\n self.param_generator_func = args_param_factory(params)\n\n # ========================================================================\n\n # _decorator_files_re\n\n # ========================================================================\n def _decorator_files_re(self, *unnamed_args, **named_args):\n \"\"\"\n @files_re\n\n calls user function in parallel\n with input_files, output_files, parameters\n These needed to be generated on the fly by\n getting all file names in the supplied list/glob pattern\n There are two variations:\n\n 1) inputfiles = all files in glob which match the regular\n expression\n outputfile = generated from the replacement string\n\n 2) inputfiles = all files in glob which match the regular\n expression and generated from the \"from\"\n replacement string\n outputfiles = all files in glob which match the regular\n expression and generated from the \"to\"\n replacement string\n \"\"\"\n self.syntax = \"@files_re\"\n self.error_type = error_task_files_re\n self._set_action_type(Task._action_task_files_re)\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\n self.job_wrapper = job_wrapper_io_files\n self.job_descriptor = io_files_job_descriptor\n self.single_multi_io = self._many_to_many\n\n if len(unnamed_args) < 3:\n raise self.error_type(self, \"Too few arguments for @files_re\")\n\n # 888888888888888888888888888888888888888888888888888888888888888888888\n\n # !! HERE BE DRAGONS !!\n\n # Legacy, deprecated parameter handling depending on positions\n # and not even on type\n\n # check if parameters wrapped in combine\n combining_all_jobs, unnamed_args = is_file_re_combining(unnamed_args)\n\n # second parameter is always regex()\n unnamed_args[1] = regex(unnamed_args[1])\n\n # third parameter is inputs() if there is a four and fifth parameter...\n # That means if you want \"extra\" parameters, you always need inputs()\n if len(unnamed_args) > 3:\n unnamed_args[2] = inputs(unnamed_args[2])\n\n # 888888888888888888888888888888888888888888888888888888888888888888888\n\n self.description_with_args_placeholder = \"%s(%%s)\\n%s\" % (self.syntax,\n self._get_decorated_function())\n self.parsed_args = parse_task_arguments(unnamed_args, named_args,\n [\"input\", \"filter\", \"modify_inputs\",\n \"output\", \"extras\"],\n self.description_with_args_placeholder)\n\n if combining_all_jobs:\n self.setup_task_func = self._collate_setup\n else:\n self.setup_task_func = self._transform_setup\n\n # 8888888888888888888888888888888888888888888888888888888888888888888888888\n\n # Task functions\n\n # follows\n # check_if_uptodate\n # posttask\n # jobs_limit\n # active_if\n # graphviz\n\n # 8888888888888888888888888888888888888888888888888888888888888888888888888\n\n # ========================================================================\n\n # follows\n\n # ========================================================================\n def follows(self, *unnamed_args, **named_args):\n \"\"\"\n unnamed_args can be string or function or Task\n For strings, if lookup fails, will defer.\n \"\"\"\n description_with_args_placeholder = (\n self.description_with_args_placeholder % \"...\") + \".follows(%r)\"\n self._do_follows(description_with_args_placeholder, False,\n *unnamed_args, **named_args)\n return self\n\n # _________________________________________________________________________\n\n # _decorator_follows\n\n # _________________________________________________________________________\n def _decorator_follows(self, *unnamed_args, **named_args):\n \"\"\"\n unnamed_args can be string or function or Task\n For strings, if lookup fails, will defer.\n \"\"\"\n description_with_args_placeholder = \"@follows(%r)\\n\" + (\n self.description_with_args_placeholder % \"...\")\n self._do_follows(description_with_args_placeholder, False, *unnamed_args, **named_args)\n\n # _________________________________________________________________________\n\n # _do_follows\n # Deferred tasks will need to be resolved later\n # Because deferred tasks can belong to other pipelines\n\n # _________________________________________________________________________\n def _do_follows(self, description_with_args_placeholder, no_mkdir,\n *unnamed_args, **named_args):\n \"\"\"\n unnamed_args can be string or function or Task\n For strings, if lookup fails, will defer.\n\n Called from\n * task.follows\n * @follows\n * decorators, e.g. @transform _handle_tasks_globs_in_inputs\n (input dependencies)\n * pipeline.transform etc. _handle_tasks_globs_in_inputs\n (input dependencies)\n * @split / pipeline.split _handle_tasks_globs_in_inputs\n (output dependencies)\n \"\"\"\n new_tasks = []\n for arg in unnamed_args:\n #\n # Task\n #\n if isinstance(arg, Task):\n if arg == self:\n raise error_decorator_args(\n \"Cannot have a task as its own (circular) dependency:\\n\"\n % description_with_args_placeholder % (arg,))\n\n #\n # re-lookup from task name to handle cloning\n #\n if arg.pipeline.name == self.pipeline.original_name and \\\n self.pipeline.original_name != self.pipeline.name:\n tasks = lookup_tasks_from_name(arg._name,\n default_pipeline_name=self.pipeline.name,\n default_module_name=self.func_module_name)\n new_tasks.extend(tasks)\n\n if not tasks:\n raise error_node_not_task(\n \"task '%s' '%s::%s' is somehow absent in the cloned pipeline (%s)!%s\"\n % (self.pipeline.original_name, arg._name, self.pipeline.name,\n description_with_args_placeholder % (arg._name,)))\n else:\n new_tasks.append(arg)\n\n #\n # Pipeline: defer\n #\n elif isinstance(arg, Pipeline):\n if arg == self.Pipeline:\n raise error_decorator_args(\"Cannot have your own pipeline as a (circular) \"\n \"dependency of a Task:\\n\" +\n description_with_args_placeholder % (arg,))\n\n if not len(arg.get_tail_tasks()):\n raise error_no_tail_tasks(\"Pipeline %s has no tail tasks defined. Which task \"\n \"do you mean when you specify the whole pipeline as \"\n \"a dependency?\" % arg.name)\n new_tasks.extend(arg.get_tail_tasks())\n\n #\n # specified by string: unicode or otherwise\n #\n elif isinstance(arg, path_str_type):\n # handle pipeline cloning\n task_name = arg.replace(self.pipeline.original_name + \"::\",\n self.pipeline.name + \"::\")\n\n tasks = lookup_tasks_from_name(arg,\n default_pipeline_name=self.pipeline.name,\n default_module_name=self.func_module_name)\n new_tasks.extend(tasks)\n\n if not tasks:\n raise error_node_not_task(\"task '%s' is not a pipelined task in Ruffus. \"\n \"Have you mis-spelt the function or task name?\\n%s\"\n % (arg, description_with_args_placeholder % (arg,)))\n\n #\n # for mkdir, automatically generate task with unique name\n #\n elif isinstance(arg, mkdir):\n if no_mkdir:\n raise error_decorator_args(\"Unexpected mkdir() found.\\n\" +\n description_with_args_placeholder % (arg,))\n\n # syntax for new task doing the mkdir\n if self.created_via_decorator:\n mkdir_task_syntax = \"@follows(mkdir())\"\n else:\n mkdir_task_syntax = \"Task(name=%r).follows(mkdir())\" % self._get_display_name()\n mkdir_description_with_args_placeholder = \\\n description_with_args_placeholder % \"mkdir(%s)\"\n self._prepare_preceding_mkdir(arg.args, {}, mkdir_task_syntax,\n mkdir_description_with_args_placeholder)\n\n #\n # Is this a function?\n # Turn this function into a task\n # (add task as attribute of this function)\n # Add self as dependent\n elif isinstance(arg, collections.Callable):\n task = lookup_unique_task_from_func(arg, default_pipeline_name=self.pipeline.name)\n\n # add new task to pipeline if necessary\n if not task:\n task = main_pipeline._create_task(task_func=arg)\n new_tasks.append(task)\n\n else:\n raise error_decorator_args(\"Expecting a function or function name or task name or \"\n \"Task or Pipeline.\\n\" +\n description_with_args_placeholder % (arg,))\n\n #\n # add dependency\n # duplicate dependencies are ignore automatically\n #\n for task in new_tasks:\n self._add_parent(task)\n\n return new_tasks\n\n # ========================================================================\n\n # check_if_uptodate\n\n # ========================================================================\n def check_if_uptodate(self, func):\n \"\"\"\n func returns true if input / output files are up to date\n func takes as many arguments as the task function\n \"\"\"\n if not isinstance(func, collections.Callable):\n description_with_args_placeholder = \\\n (self.description_with_args_placeholder % \"...\") + \".check_if_uptodate(%r)\"\n raise error_decorator_args(\"Expected a single function or Callable object in \\n\" +\n description_with_args_placeholder % (func,))\n self.needs_update_func = func\n return self\n\n # _________________________________________________________________________\n\n # _decorator_check_if_uptodate\n\n # _________________________________________________________________________\n def _decorator_check_if_uptodate(self, *args):\n \"\"\"\n @check_if_uptodate\n \"\"\"\n if len(args) != 1 or not isinstance(args[0], collections.Callable):\n description_with_args_placeholder = \"@check_if_uptodate(%r)\\n\" + (\n self.description_with_args_placeholder % \"...\")\n raise error_decorator_args(\"Expected a single function or Callable object in \\n\" +\n description_with_args_placeholder % (args,))\n self.needs_update_func = args[0]\n\n # ========================================================================\n\n # posttask\n\n # ========================================================================\n def posttask(self, *funcs):\n \"\"\"\n Takes one or more functions which will be called if the task completes\n \"\"\"\n description_with_args_placeholder = (\"Expecting simple functions or touch_file() in \\n\" +\n (self.description_with_args_placeholder % \"...\") +\n \".posttask(%r)\")\n self._set_posttask(description_with_args_placeholder, *funcs)\n return self\n\n # _________________________________________________________________________\n\n # _decorator_posttask\n\n # _________________________________________________________________________\n def _decorator_posttask(self, *funcs):\n \"\"\"\n @posttask\n \"\"\"\n description_with_args_placeholder = (\"Expecting simple functions or touch_file() in \\n\" +\n \"@posttask(%r)\\n\" +\n (self.description_with_args_placeholder % \"...\"))\n self._set_posttask(description_with_args_placeholder, *funcs)\n\n # _________________________________________________________________________\n\n # _set_posttask\n\n # _________________________________________________________________________\n def _set_posttask(self, description_with_args_placeholder, *funcs):\n \"\"\"\n Takes one or more functions which will be called if the task completes\n \"\"\"\n for arg in funcs:\n if isinstance(arg, touch_file):\n self.posttask_functions.append(touch_file_factory(arg.args, register_cleanup))\n elif isinstance(arg, collections.Callable):\n self.posttask_functions.append(arg)\n else:\n raise PostTaskArgumentError(description_with_args_placeholder % (arg,))\n\n # ========================================================================\n\n # jobs_limit\n\n # ========================================================================\n def jobs_limit(self, maximum_jobs_in_parallel, limit_name=None):\n \"\"\"\n Limit the number of concurrent jobs\n \"\"\"\n description_with_args_placeholder = ((self.description_with_args_placeholder % \"...\") +\n \".jobs_limit(%r%s)\")\n self._set_jobs_limit(description_with_args_placeholder,\n maximum_jobs_in_parallel, limit_name)\n return self\n\n # _________________________________________________________________________\n\n # _decorator_jobs_limit\n\n # _________________________________________________________________________\n def _decorator_jobs_limit(self, maximum_jobs_in_parallel, limit_name=None):\n \"\"\"\n @jobs_limit\n \"\"\"\n description_with_args_placeholder = (\"@jobs_limit(%r%s)\\n\" +\n (self.description_with_args_placeholder % \"...\"))\n self._set_jobs_limit(description_with_args_placeholder,\n maximum_jobs_in_parallel, limit_name)\n\n # _________________________________________________________________________\n\n # _set_jobs_limit\n\n # _________________________________________________________________________\n def _set_jobs_limit(self, description_with_args_placeholder,\n maximum_jobs_in_parallel, limit_name=None):\n try:\n maximum_jobs_in_parallel = int(maximum_jobs_in_parallel)\n assert(maximum_jobs_in_parallel >= 1)\n except:\n limit_name = \", \" + limit_name if limit_name else \"\"\n raise JobsLimitArgumentError(\"Expecting a positive integer > 1 in \\n\" +\n description_with_args_placeholder\n % (maximum_jobs_in_parallel, limit_name))\n\n # set semaphore name to other than the \"pipeline.name:task name\"\n if limit_name is not None:\n self.semaphore_name = limit_name\n if self.semaphore_name in self._job_limit_semaphores:\n prev_maximum_jobs = self._job_limit_semaphores[self.semaphore_name]\n if prev_maximum_jobs != maximum_jobs_in_parallel:\n limit_name = \", \" + limit_name if limit_name else \"\"\n raise JobsLimitArgumentError('The job limit %r cannot re-defined from the former '\n 'limit of %d in \\n'\n % (self.semaphore_name, prev_maximum_jobs) +\n description_with_args_placeholder\n % (maximum_jobs_in_parallel, limit_name))\n else:\n #\n # save semaphore and limit\n #\n self._job_limit_semaphores[\n self.semaphore_name] = maximum_jobs_in_parallel\n\n # ========================================================================\n\n # active_if\n\n # ========================================================================\n def active_if(self, *active_if_checks):\n \"\"\"\n If any of active_checks is False or returns False, then the task is\n marked as \"inactive\" and its outputs removed.\n \"\"\"\n # print 'job is active:', active_checks, [\n # arg() if isinstance(arg, collections.Callable) else arg\n # for arg in active_checks]\n if self.active_if_checks is None:\n self.active_if_checks = []\n self.active_if_checks.extend(active_if_checks)\n # print(self.active_if_checks)\n return self\n\n # _________________________________________________________________________\n\n # _decorator_active_if\n\n # _________________________________________________________________________\n def _decorator_active_if(self, *active_if_checks):\n \"\"\"\n @active_if\n \"\"\"\n self.active_if(*active_if_checks)\n\n # ========================================================================\n\n # _decorator_graphviz\n\n # ========================================================================\n def graphviz(self, *unnamed_args, **named_args):\n self.graphviz_attributes = named_args\n if len(unnamed_args):\n raise TypeError(\"Only named arguments expected in :\" +\n self.description_with_args_placeholder % \"...\" +\n \".graphviz(%r)\\n\" % unnamed_args)\n return self\n\n # _________________________________________________________________________\n\n # _decorator_graphviz\n\n # _________________________________________________________________________\n def _decorator_graphviz(self, *unnamed_args, **named_args):\n self.graphviz_attributes = named_args\n if len(unnamed_args):\n raise TypeError(\"Only named arguments expected in :\" +\n \"@graphviz(%r)\\n\" % unnamed_args +\n self.description_with_args_placeholder % \"...\")\n\n\n# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n# End of Task\n\n# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n\nclass task_encoder(json.JSONEncoder):\n\n def default(self, obj):\n if isinstance(obj, set):\n return list(obj)\n if isinstance(obj, defaultdict):\n return dict(obj)\n if isinstance(obj, Task):\n # , Task._action_names[obj._action_task], obj.func_description]\n return obj._name\n return json.JSONEncoder.default(self, obj)\n\n\n# _____________________________________________________________________________\n\n# is_node_up_to_date\n\n# _____________________________________________________________________________\ndef is_node_up_to_date(node, extra_data):\n \"\"\"\n Forwards tree depth first search \"signalling\" mechanism to\n node _is_up_to_date method\n Depth first search stops when node._is_up_to_date return True\n \"\"\"\n return node._is_up_to_date(extra_data)\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Functions\n\n\n# 88888888888888888888888888888888888888888888888888888888888888888888888888888\n\n\n# _____________________________________________________________________________\n\n# update_checksum_level_on_tasks\n\n# _____________________________________________________________________________\ndef update_checksum_level_on_tasks(checksum_level):\n \"\"\"Reset the checksum level for all tasks\"\"\"\n for n in node._all_nodes:\n n.checksum_level = checksum_level\n\n\n# _____________________________________________________________________________\n\n# update_active_states_for_all_tasks\n\n# _____________________________________________________________________________\ndef update_active_states_for_all_tasks():\n \"\"\"\n\n @active_if decorated tasks can change their active state every time\n pipeline_run / pipeline_printout / pipeline_printout_graph is called\n\n update_active_states_for_all_tasks ()\n\n \"\"\"\n for n in node._all_nodes:\n n._update_active_state()\n\n\n# _____________________________________________________________________________\n\n# lookup_pipeline\n\n# _____________________________________________________________________________\ndef lookup_pipeline(pipeline):\n \"\"\"\n If pipeline is\n None : main_pipeline\n string : lookup name in pipelines\n \"\"\"\n\n # Pipeline object pass through unchanged\n if isinstance(pipeline, Pipeline):\n return pipeline\n\n # default to main_pipeline if None\n if not pipeline:\n return main_pipeline\n\n # strings: lookup from name\n if isinstance(pipeline, str) and pipeline in Pipeline.pipelines:\n return Pipeline.pipelines[pipeline]\n\n raise error_not_a_pipeline(\"%s does not name a pipeline.\" % pipeline)\n\n\n# _____________________________________________________________________________\n\n# pipeline_printout_in_dot_format\n\n# _____________________________________________________________________________\ndef pipeline_printout_graph(stream,\n output_format=None,\n target_tasks=[],\n forcedtorun_tasks=[],\n draw_vertically=True,\n ignore_upstream_of_target=False,\n skip_uptodate_tasks=False,\n gnu_make_maximal_rebuild_mode=True,\n test_all_task_for_update=True,\n no_key_legend=False,\n minimal_key_legend=True,\n user_colour_scheme=None,\n pipeline_name=\"Pipeline:\",\n size=(11, 8),\n dpi = 120,\n runtime_data = None,\n checksum_level = None,\n history_file = None,\n pipeline = None):\n # Remember to add further extra parameters here to\n # \"extra_pipeline_printout_graph_options\" inside cmdline.py\n # This will forward extra parameters from the\n # command line to pipeline_printout_graph\n \"\"\"\n print out pipeline dependencies in various formats\n\n :param stream: where to print to\n :type stream: file-like object with ``write()`` function\n :param output_format: [\"dot\", \"jpg\", \"svg\", \"ps\", \"png\"]. All but the\n first depends on the\n `dot <http://www.graphviz.org>`_ program.\n :param target_tasks: targets task functions which will be run if they are\n out-of-date.\n :param forcedtorun_tasks: task functions which will be run whether or not\n they are out-of-date.\n :param draw_vertically: Top to bottom instead of left to right.\n :param ignore_upstream_of_target: Don't draw upstream tasks of targets.\n :param skip_uptodate_tasks: Don't draw up-to-date tasks if possible.\n :param gnu_make_maximal_rebuild_mode: Defaults to re-running *all*\n out-of-date tasks. Runs minimal\n set to build targets if set to\n ``True``. Use with caution.\n :param test_all_task_for_update: Ask all task functions if they are\n up-to-date.\n :param no_key_legend: Don't draw key/legend for graph.\n :param minimal_key_legend: Only legend entries for used task types\n :param user_colour_scheme: Dictionary specifying flowchart colour scheme\n :param pipeline_name: Pipeline Title\n :param size: tuple of x and y dimensions\n :param dpi: print resolution\n :param runtime_data: Experimental feature: pass data to tasks at run time\n :param history_file: Database file storing checksums and file timestamps\n for input/output files.\n :param checksum_level: Several options for checking up-to-dateness are\n available: Default is level 1.\n level 0 : Use only file timestamps\n level 1 : above, plus timestamp of successful\n job completion\n level 2 : above, plus a checksum of the pipeline\n function body\n level 3 : above, plus a checksum of the pipeline\n function default arguments and the\n additional arguments passed in by task\n decorators\n \"\"\"\n\n # EXTRA pipeline_run DEBUGGING\n global EXTRA_PIPELINERUN_DEBUGGING\n EXTRA_PIPELINERUN_DEBUGGING = False\n\n if checksum_level is None:\n checksum_level = get_default_checksum_level()\n\n #\n # pipeline must be a Pipeline or a string naming a pipeline\n #\n pipeline = lookup_pipeline(pipeline)\n #\n # Make sure all tasks in dependency list are linked to real functions\n #\n completed_pipeline_names = pipeline._complete_task_setup()\n\n update_checksum_level_on_tasks(checksum_level)\n\n #\n # @active_if decorated tasks can change their active state every time\n # pipeline_run / pipeline_printout / pipeline_printout_graph is called\n #\n update_active_states_for_all_tasks()\n\n #\n # run time data\n #\n if runtime_data is None:\n runtime_data = {}\n if not isinstance(runtime_data, dict):\n raise Exception(\"pipeline_run parameter runtime_data should be a \"\n \"dictionary of values passes to jobs at run time.\")\n\n #\n # If we aren't using checksums, and history file hasn't been specified,\n # we might be a bit surprised to find Ruffus writing to a\n # sqlite db anyway.\n # Let us just dump to a placeholder memory db that can then be discarded\n # Of course, if history_file is specified, we presume you know what\n # you are doing\n #\n if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\n history_file = ':memory:'\n\n #\n # load previous job history if it exists, otherwise create an empty history\n #\n job_history = open_job_history(history_file)\n\n #\n # target jobs\n #\n if target_tasks is None:\n target_tasks = []\n if forcedtorun_tasks is None:\n forcedtorun_tasks = []\n target_tasks = lookup_tasks_from_user_specified_names(\"Target\", target_tasks, pipeline.name)\n if not target_tasks:\n target_tasks = list(pipeline.tasks)\n forcedtorun_tasks = lookup_tasks_from_user_specified_names(\"Forced to run\", forcedtorun_tasks,\n pipeline.name)\n\n #\n # forcedtorun_tasks and target_tasks may include more pipelines\n # which have to be setup\n #\n incomplete_pipeline_names = set()\n for task in forcedtorun_tasks + target_tasks:\n if task.pipeline.name not in completed_pipeline_names:\n incomplete_pipeline_names.add(task.pipeline.name)\n\n for pipeline_name in incomplete_pipeline_names:\n if pipeline_name in completed_pipeline_names:\n continue\n completed_pipeline_names = completed_pipeline_names.union(\n pipeline.pipelines[pipeline_name]._complete_task_setup())\n\n (topological_sorted, ignore_param1, ignore_param2, ignore_param3) = \\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\n gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[\n t_verbose_logger(0, 0, None, runtime_data), job_history],\n signal_callback=is_node_up_to_date)\n if not len(target_tasks):\n target_tasks = topological_sorted[-1:]\n\n # open file if (unicode?) string\n if isinstance(stream, path_str_type):\n stream = open(stream, \"wb\")\n\n # derive format automatically from name\n if output_format is None:\n output_format = os.path.splitext(stream.name)[1].lstrip(\".\")\n\n graph_printout(stream,\n output_format,\n target_tasks,\n forcedtorun_tasks,\n draw_vertically,\n ignore_upstream_of_target,\n skip_uptodate_tasks,\n gnu_make_maximal_rebuild_mode,\n test_all_task_for_update,\n no_key_legend,\n minimal_key_legend,\n user_colour_scheme,\n pipeline_name,\n size,\n dpi,\n extra_data_for_signal=[t_verbose_logger(0, 0, None, runtime_data), job_history],\n signal_callback=is_node_up_to_date)\n\n\n# _____________________________________________________________________________\n\n# get_completed_task_strings\n\n# _____________________________________________________________________________\ndef get_completed_task_strings(incomplete_tasks, all_tasks, forcedtorun_tasks, verbose,\n verbose_abbreviated_path, indent, runtime_data, job_history):\n \"\"\"\n Printout list of completed tasks\n \"\"\"\n completed_task_strings = []\n if len(all_tasks) > len(incomplete_tasks):\n completed_task_strings.append(\"\")\n completed_task_strings.append(\"_\" * 40)\n completed_task_strings.append(\"Tasks which are up-to-date:\")\n completed_task_strings.append(\"\")\n completed_task_strings.append(\"\")\n set_of_incomplete_tasks = set(incomplete_tasks)\n\n for t in all_tasks:\n # Only print Up to date tasks\n if t in set_of_incomplete_tasks:\n continue\n # LOGGER\n completed_task_strings.extend(t._printout(runtime_data,\n t in forcedtorun_tasks, job_history, False,\n verbose, verbose_abbreviated_path, indent))\n\n completed_task_strings.append(\"_\" * 40)\n completed_task_strings.append(\"\")\n completed_task_strings.append(\"\")\n\n return completed_task_strings\n\n# _____________________________________________________________________________\n\n# pipeline_printout\n\n# _____________________________________________________________________________\n\n\ndef pipeline_printout(output_stream=None,\n target_tasks=[],\n forcedtorun_tasks=[],\n # verbose defaults to 4 if None\n verbose=None,\n indent=4,\n gnu_make_maximal_rebuild_mode=True,\n wrap_width=100,\n runtime_data=None,\n checksum_level=None,\n history_file=None,\n verbose_abbreviated_path=None,\n pipeline=None):\n # Remember to add further extra parameters here to\n # \"extra_pipeline_printout_options\" inside cmdline.py\n # This will forward extra parameters from the command\n # line to pipeline_printout\n \"\"\"\n Printouts the parts of the pipeline which will be run\n\n Because the parameters of some jobs depend on the results of previous\n tasks, this function produces only the current snap-shot of task jobs.\n In particular, tasks which generate variable number of inputs into\n following tasks will not produce the full range of jobs.\n\n ::\n verbose = 0 : Nothing\n verbose = 1 : Out-of-date Task names\n verbose = 2 : All Tasks (including any task function docstrings)\n verbose = 3 : Out-of-date Jobs in Out-of-date Tasks, no explanation\n verbose = 4 : Out-of-date Jobs in Out-of-date Tasks, with explanations\n and warnings\n verbose = 5 : All Jobs in Out-of-date Tasks, (include only list of\n up-to-date tasks)\n verbose = 6 : All jobs in All Tasks whether out of date or not\n\n :param output_stream: where to print to\n :type output_stream: file-like object with ``write()`` function\n :param target_tasks: targets task functions which will be run if they are\n out-of-date\n :param forcedtorun_tasks: task functions which will be run whether or not\n they are out-of-date\n :param verbose: level 0 : nothing\n level 1 : Out-of-date Task names\n level 2 : All Tasks (including any task function\n docstrings)\n level 3 : Out-of-date Jobs in Out-of-date Tasks, no\n explanation\n level 4 : Out-of-date Jobs in Out-of-date Tasks, with\n explanations and warnings\n level 5 : All Jobs in Out-of-date Tasks, (include only\n list of up-to-date tasks)\n level 6 : All jobs in All Tasks whether out of date or not\n level 10: logs messages useful only for debugging ruffus\n pipeline code\n :param indent: How much indentation for pretty format.\n :param gnu_make_maximal_rebuild_mode: Defaults to re-running *all*\n out-of-date tasks. Runs minimal\n set to build targets if set to\n ``True``. Use with caution.\n :param wrap_width: The maximum length of each line\n :param runtime_data: Experimental feature: pass data to tasks at run time\n :param checksum_level: Several options for checking up-to-dateness are\n available: Default is level 1.\n level 0 : Use only file timestamps\n level 1 : above, plus timestamp of successful\n job completion\n level 2 : above, plus a checksum of the pipeline\n function body\n level 3 : above, plus a checksum of the pipeline\n function default arguments and the\n additional arguments passed in by task\n decorators\n :param history_file: Database file storing checksums and file timestamps\n for input/output files.\n :param verbose_abbreviated_path: whether input and output paths are\n abbreviated.\n level 0: The full (expanded, abspath) input or output path\n level > 1: The number of subdirectories to include.\n Abbreviated paths are prefixed with ``[,,,]/``\n level < 0: level < 0: Input / Output parameters are truncated to\n ``MMM`` letters where ``verbose_abbreviated_path ==-MMM``.\n Subdirectories are first removed to see if this allows the\n paths to fit in the specified limit. Otherwise abbreviated\n paths are prefixed by ``<???>``\n \"\"\"\n # do nothing!\n if verbose == 0:\n return\n\n #\n # default values\n #\n if verbose_abbreviated_path is None:\n verbose_abbreviated_path = 2\n if verbose is None:\n verbose = 4\n\n # EXTRA pipeline_run DEBUGGING\n global EXTRA_PIPELINERUN_DEBUGGING\n EXTRA_PIPELINERUN_DEBUGGING = False\n\n if output_stream is None:\n output_stream = sys.stdout\n\n if not hasattr(output_stream, \"write\"):\n raise Exception(\"The first parameter to pipeline_printout needs to be \"\n \"an output file, e.g. sys.stdout and not %s\"\n % str(output_stream))\n\n if runtime_data is None:\n runtime_data = {}\n if not isinstance(runtime_data, dict):\n raise Exception(\"pipeline_run parameter runtime_data should be a \"\n \"dictionary of values passes to jobs at run time.\")\n\n if checksum_level is None:\n checksum_level = get_default_checksum_level()\n\n #\n # pipeline must be a Pipeline or a string naming a pipeline\n #\n pipeline = lookup_pipeline(pipeline)\n #\n # Make sure all tasks in dependency list are linked to real functions\n #\n completed_pipeline_names = pipeline._complete_task_setup()\n\n update_checksum_level_on_tasks(checksum_level)\n\n #\n # @active_if decorated tasks can change their active state every time\n # pipeline_run / pipeline_printout / pipeline_printout_graph is called\n #\n update_active_states_for_all_tasks()\n\n #\n # target jobs\n #\n target_tasks = lookup_tasks_from_user_specified_names(\"Target\", target_tasks, pipeline.name)\n if not target_tasks:\n target_tasks = list(pipeline.tasks)\n forcedtorun_tasks = lookup_tasks_from_user_specified_names(\"Forced to run\", forcedtorun_tasks,\n pipeline.name)\n\n #\n # forcedtorun_tasks and target_tasks may include more pipelines\n # which have to be setup\n #\n incomplete_pipeline_names = set()\n for task in forcedtorun_tasks + target_tasks:\n if task.pipeline.name not in completed_pipeline_names:\n incomplete_pipeline_names.add(task.pipeline.name)\n\n for pipeline_name in incomplete_pipeline_names:\n if pipeline_name in completed_pipeline_names:\n continue\n completed_pipeline_names = completed_pipeline_names.union(\n pipeline.pipelines[pipeline_name]._complete_task_setup())\n\n logging_strm = t_verbose_logger(verbose, verbose_abbreviated_path,\n t_stream_logger(output_stream), runtime_data)\n\n #\n # If we aren't using checksums, and history file hasn't been specified,\n # we might be a bit surprised to find Ruffus writing to a\n # sqlite db anyway.\n # Let us just dump to a placeholder memory db that can then be discarded\n # Of course, if history_file is specified, we presume you know what\n # you are doing\n if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\n history_file = ':memory:'\n\n #\n # load previous job history if it exists, otherwise create an empty history\n #\n job_history = open_job_history(history_file)\n\n (incomplete_tasks,\n self_terminated_nodes,\n dag_violating_edges,\n dag_violating_nodes) = \\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\n gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[\n t_verbose_logger(0, 0, None, runtime_data), job_history],\n signal_callback=is_node_up_to_date)\n\n #\n # raise error if DAG violating nodes\n #\n if len(dag_violating_nodes):\n dag_violating_tasks = \", \".join(t._name for t in dag_violating_nodes)\n\n e = error_circular_dependencies(\"Circular dependencies found in the pipeline involving \"\n \"one or more of (%s)\" % (dag_violating_tasks,))\n raise e\n\n wrap_indent = \" \" * (indent + 11)\n\n #\n # Get updated nodes as all_nodes - nodes_to_run\n #\n # LOGGER level 6 : All jobs in All Tasks whether out of date or not\n if verbose == 2 or verbose >= 5:\n (all_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\n topologically_sorted_nodes(target_tasks, True, gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[\n t_verbose_logger(0, 0, None, runtime_data),\n job_history],\n signal_callback=is_node_up_to_date)\n for m in get_completed_task_strings(incomplete_tasks, all_tasks, forcedtorun_tasks,\n verbose, verbose_abbreviated_path, indent,\n runtime_data, job_history):\n output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\n width=wrap_width) + \"\\n\")\n\n output_stream.write(\"\\n\" + \"_\" * 40 + \"\\nTasks which will be run:\\n\\n\")\n for t in incomplete_tasks:\n # LOGGER\n messages = t._printout(runtime_data, t in forcedtorun_tasks,\n job_history, True, verbose,\n verbose_abbreviated_path, indent)\n for m in messages:\n output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\n width=wrap_width) + \"\\n\")\n\n if verbose:\n # LOGGER\n output_stream.write(\"_\" * 40 + \"\\n\")\n\n\n# _____________________________________________________________________________\n\n# get_semaphore\n\n# _____________________________________________________________________________\ndef get_semaphore(t, _job_limit_semaphores, syncmanager):\n \"\"\"\n return semaphore to limit the number of concurrent jobs\n \"\"\"\n #\n # Is this task limited in the number of jobs?\n #\n if t.semaphore_name not in t._job_limit_semaphores:\n return None\n\n #\n # create semaphore if not yet created\n #\n if t.semaphore_name not in _job_limit_semaphores:\n maximum_jobs_num = t._job_limit_semaphores[t.semaphore_name]\n _job_limit_semaphores[t.semaphore_name] = syncmanager.BoundedSemaphore(maximum_jobs_num)\n return _job_limit_semaphores[t.semaphore_name]\n\n\n# _____________________________________________________________________________\n\n# job_needs_to_run\n\n# Helper function for make_job_parameter_generator\n# _____________________________________________________________________________\ndef job_needs_to_run(task, params, force_rerun, logger, verbose, job_name,\n job_history, verbose_abbreviated_path):\n \"\"\"\n Check if job parameters out of date / needs to rerun\n \"\"\"\n\n #\n # Out of date because forced to run\n #\n if force_rerun:\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\n log_at_level(logger, 3, verbose, \" force task %s to rerun \"\n % job_name)\n return True\n\n if not task.needs_update_func:\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\n log_at_level(logger, 3, verbose, \" %s no function to check \"\n \"if up-to-date \" % job_name)\n return True\n\n # extra clunky hack to also pass task info--\n # makes sure that there haven't been code or\n # arg changes\n if task.needs_update_func == needs_update_check_modify_time:\n needs_update, msg = task.needs_update_func(\n *params, task=task, job_history=job_history,\n verbose_abbreviated_path=verbose_abbreviated_path)\n else:\n needs_update, msg = task.needs_update_func(*params)\n\n if not needs_update:\n # LOGGER: All Jobs in Out-of-date Tasks\n log_at_level(logger, 5, verbose,\n \" %s unnecessary: already up to date \" % job_name)\n return False\n\n # LOGGER: Out-of-date Jobs in Out-of-date\n # Tasks: Why out of date\n if not log_at_level(logger, 4, verbose, \" %s %s \" % (job_name, msg)):\n # LOGGER: Out-of-date Jobs in\n # Out-of-date Tasks: No explanation\n log_at_level(logger, 3, verbose, \" %s\" % (job_name))\n\n #\n # Clunky hack to make sure input files exists right\n # before job is called for better error messages\n #\n if task.needs_update_func == needs_update_check_modify_time:\n check_input_files_exist(*params)\n\n return True\n\n\n# _____________________________________________________________________________\n#\n# remove_completed_tasks\n#\n# Helper function for make_job_parameter_generator\n# _____________________________________________________________________________\ndef remove_completed_tasks(task_with_completed_job_q, incomplete_tasks,\n count_remaining_jobs, logger, verbose):\n \"\"\"\n Remove completed tasks in same thread as job parameters generation to\n prevent race conditions\n Task completion is usually signalled from pipeline_run\n \"\"\"\n while True:\n try:\n (job_completed_task,\n job_completed_task_name,\n job_completed_node_index,\n job_completed_name) = task_with_completed_job_q.get_nowait()\n\n if job_completed_task not in incomplete_tasks:\n raise Exception(\"Last job %s for %s. Missing from \"\n \"incomplete tasks in make_job_parameter_generator\"\n % (job_completed_name, job_completed_task_name))\n count_remaining_jobs[job_completed_task] -= 1\n #\n # Negative job count : something has gone very wrong\n #\n if count_remaining_jobs[job_completed_task] < 0:\n raise Exception(\"job %s for %s causes job count < 0.\"\n % (job_completed_name,\n job_completed_task_name))\n\n #\n # This Task completed\n #\n if count_remaining_jobs[job_completed_task] == 0:\n log_at_level(logger, 10, verbose, \" Last job for %r. \"\n \"Retired from incomplete tasks in pipeline_run \"\n % job_completed_task._get_display_name())\n incomplete_tasks.remove(job_completed_task)\n job_completed_task._completed()\n log_at_level(logger, 1, verbose, \"Completed Task = %r \"\n % job_completed_task._get_display_name())\n\n except queue.Empty:\n break\n\n\n# _____________________________________________________________________________\n#\n# Parameter generator factory for all jobs / tasks\n#\n# _____________________________________________________________________________\ndef make_job_parameter_generator(incomplete_tasks, task_parents, logger,\n forcedtorun_tasks, task_with_completed_job_q,\n runtime_data, verbose,\n verbose_abbreviated_path,\n syncmanager,\n death_event,\n touch_files_only, job_history):\n\n inprogress_tasks = set()\n _job_limit_semaphores = dict()\n\n # _________________________________________________________________________\n #\n # Parameter generator returned by factory\n #\n # _________________________________________________________________________\n def parameter_generator():\n count_remaining_jobs = defaultdict(int)\n log_at_level(logger, 10, verbose, \" job_parameter_generator BEGIN\")\n while len(incomplete_tasks):\n cnt_jobs_created_for_all_tasks = 0\n cnt_tasks_processed = 0\n\n #\n # get rid of all completed tasks first\n # Completion is signalled from pipeline_run\n #\n remove_completed_tasks(task_with_completed_job_q, incomplete_tasks,\n count_remaining_jobs, logger, verbose)\n\n for t in list(incomplete_tasks):\n #\n # wrap in execption handler so that we know\n # which task the original exception came from\n #\n try:\n log_at_level(logger, 10, verbose, \" job_parameter_generator consider \"\n \"task = %r\" % t._get_display_name())\n\n # ignore tasks in progress\n if t in inprogress_tasks:\n continue\n log_at_level(logger, 10, verbose, \" job_parameter_generator task %r not in \"\n \"progress\" % t._get_display_name())\n\n # ignore tasks with incomplete dependencies\n incomplete_parent = False\n for parent in task_parents[t]:\n if parent in incomplete_tasks:\n incomplete_parent = True\n break\n if incomplete_parent:\n continue\n\n log_at_level(logger, 10, verbose, \" job_parameter_generator start task %r \"\n \"(parents completed)\" % t._get_display_name())\n force_rerun = t in forcedtorun_tasks\n inprogress_tasks.add(t)\n cnt_tasks_processed += 1\n\n #\n # Log active task\n #\n if t.is_active:\n forced_msg = \": Forced to rerun\" if force_rerun else \"\"\n log_at_level(logger, 1, verbose, \"Task enters queue = %r %s\"\n % (t._get_display_name(), forced_msg))\n if len(t.func_description):\n log_at_level(logger, 2, verbose, \" \" + t.func_description)\n #\n # Inactive skip loop\n #\n else:\n incomplete_tasks.remove(t)\n # N.B. inactive tasks are not _completed()\n # t._completed()\n t.output_filenames = None\n log_at_level(logger, 2, verbose, \"Inactive Task = %r\"\n % t._get_display_name())\n continue\n\n #\n # Use output parameters generated by running task\n #\n t.output_filenames = []\n\n #\n # If no parameters: just call task function (empty list)\n #\n if t.param_generator_func is None:\n task_parameters = ([[], []],)\n else:\n task_parameters = t.param_generator_func(runtime_data)\n\n #\n # iterate through jobs\n #\n cnt_jobs_created = 0\n for params, unglobbed_params in task_parameters:\n\n #\n # save output even if uptodate\n #\n if len(params) >= 2:\n # To do: In the case of split subdivide, we should be doing this after\n # The job finishes\n t.output_filenames.append(params[1])\n\n job_name = t._get_job_name(unglobbed_params,\n verbose_abbreviated_path,\n runtime_data)\n\n if not job_needs_to_run(t, params, force_rerun, logger, verbose, job_name,\n job_history, verbose_abbreviated_path):\n continue\n\n # pause for one second before first job of each tasks\n # @originate tasks do not need to pause,\n # because they depend on nothing!\n if cnt_jobs_created == 0 and touch_files_only < 2:\n if \"ONE_SECOND_PER_JOB\" in runtime_data and \\\n runtime_data[\"ONE_SECOND_PER_JOB\"] and \\\n t._action_type != Task._action_task_originate:\n log_at_level(logger, 10, verbose,\n \" 1 second PAUSE in job_parameter_generator\\n\\n\\n\")\n time.sleep(1.01)\n else:\n time.sleep(0.1)\n\n count_remaining_jobs[t] += 1\n cnt_jobs_created += 1\n cnt_jobs_created_for_all_tasks += 1\n\n yield (params,\n unglobbed_params,\n t._name,\n t._node_index,\n job_name,\n t.job_wrapper,\n t.user_defined_work_func,\n get_semaphore(t, _job_limit_semaphores, syncmanager),\n death_event,\n touch_files_only)\n\n # if no job came from this task, this task is complete\n # we need to retire it here instead of normal completion\n # at end of job tasks precisely\n # because it created no jobs\n if cnt_jobs_created == 0:\n incomplete_tasks.remove(t)\n t._completed()\n log_at_level(logger, 2, verbose,\n \"Uptodate Task = %r\" % t._get_display_name())\n # LOGGER: logs All Tasks (including any task function docstrings)\n log_at_level(logger, 10, verbose, \" No jobs created for %r. Retired \"\n \"in parameter_generator \" % t._get_display_name())\n\n #\n # Add extra warning if no regular expressions match:\n # This is a common class of frustrating errors\n #\n if verbose >= 1 and \\\n \"ruffus_WARNING\" in runtime_data and \\\n t.param_generator_func in runtime_data[\"ruffus_WARNING\"]:\n for msg in runtime_data[\"ruffus_WARNING\"][\n t.param_generator_func]:\n logger.warning(\" 'In Task %r:' %s \"\n % (t._get_display_name(), msg))\n\n #\n # GeneratorExit thrown when generator doesn't complete.\n # I.e. there is a break in the pipeline_run loop.\n # This happens where there are exceptions\n # signalled from within a job\n #\n # This is not really an exception, more a way to exit the\n # generator loop asynchrononously so that cleanups can\n # happen (e.g. the \"with\" statement or finally.)\n #\n # We could write except Exception: below which will catch\n # everything but KeyboardInterrupt and StopIteration\n # and GeneratorExit in python 2.6\n #\n # However, in python 2.5, GeneratorExit inherits from\n # Exception. So we explicitly catch and rethrow\n # GeneratorExit.\n except GeneratorExit:\n raise\n except:\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n exception_stack = traceback.format_exc()\n exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\n exception_value = str(exceptionValue)\n if len(exception_value):\n exception_value = \"(%s)\" % exception_value\n errt = RethrownJobError([(t._name,\n \"\",\n exception_name,\n exception_value,\n exception_stack)])\n errt.specify_task(t, \"Exceptions generating parameters\")\n raise errt\n\n # extra tests incase final tasks do not result in jobs\n if len(incomplete_tasks) and \\\n (not cnt_tasks_processed or cnt_jobs_created_for_all_tasks):\n log_at_level(logger, 10, verbose, \" incomplete tasks = \" +\n \",\".join([t._name for t in incomplete_tasks]))\n yield waiting_for_more_tasks_to_complete()\n\n yield all_tasks_complete()\n # This function is done\n log_at_level(logger, 10, verbose, \" job_parameter_generator END\")\n\n return parameter_generator\n\n\n# _____________________________________________________________________________\n#\n# feed_job_params_to_process_pool\n#\n#\n# _____________________________________________________________________________\ndef feed_job_params_to_process_pool_factory(parameter_q, death_event, logger,\n verbose):\n \"\"\"\n Process pool gets its parameters from this generator\n Use factory function to save parameter_queue\n \"\"\"\n def feed_job_params_to_process_pool():\n log_at_level(logger, 10, verbose, \" Send params to Pooled Process START\")\n while 1:\n log_at_level(logger, 10, verbose,\n \" Get next parameter size = %d\" % parameter_q.qsize())\n if not parameter_q.qsize():\n time.sleep(0.1)\n params = parameter_q.get()\n log_at_level(logger, 10, verbose, \" Get next parameter done\")\n\n # all tasks done\n if isinstance(params, all_tasks_complete):\n break\n\n if death_event.is_set():\n death_event.clear()\n break\n\n log_at_level(logger, 10, verbose,\n \" Send params to Pooled Process=>\" + str(params[0]))\n yield params\n\n log_at_level(logger, 10, verbose, \" Send params to Pooled Process END\")\n\n # return generator\n return feed_job_params_to_process_pool\n\n# _____________________________________________________________________________\n#\n# fill_queue_with_job_parameters\n#\n# _____________________________________________________________________________\n\n\ndef fill_queue_with_job_parameters(job_parameters, parameter_q, POOL_SIZE,\n logger, verbose):\n \"\"\"\n Ensures queue filled with number of parameters > jobs / slots (POOL_SIZE)\n \"\"\"\n log_at_level(logger, 10, verbose, \" fill_queue_with_job_parameters START\")\n for params in job_parameters:\n\n # stop if no more jobs available\n if isinstance(params, waiting_for_more_tasks_to_complete):\n log_at_level(logger, 10, verbose,\n \" fill_queue_with_job_parameters WAITING for task to complete\")\n break\n\n if not isinstance(params, all_tasks_complete):\n log_at_level(logger, 10, verbose, \" fill_queue_with_job_parameters=>\" +\n str(params[0]))\n\n # put into queue\n parameter_q.put(params)\n\n # queue size needs to be at least 2 so that the parameter queue never\n # consists of a singlewaiting_for_task_to_complete entry which will\n # cause a loop and everything to hang!\n if parameter_q.qsize() > POOL_SIZE + 1:\n break\n log_at_level(logger, 10, verbose, \" fill_queue_with_job_parameters END\")\n\n\n# _____________________________________________________________________________\n\n# pipeline_get_task_names\n\n# _____________________________________________________________________________\ndef pipeline_get_task_names(pipeline=None):\n \"\"\"\n Get all task names in a pipeline\n Not that does not check if pipeline is wired up properly\n \"\"\"\n\n # EXTRA pipeline_run DEBUGGING\n global EXTRA_PIPELINERUN_DEBUGGING\n EXTRA_PIPELINERUN_DEBUGGING = False\n\n #\n # pipeline must be a Pipeline or a string naming a pipeline\n #\n pipeline = lookup_pipeline(pipeline)\n\n #\n # Make sure all tasks in dependency list are linked to real functions\n #\n completed_pipeline_names = pipeline._complete_task_setup()\n\n #\n # Return task names for all nodes willy nilly\n #\n\n return [n._name for n in node._all_nodes]\n\n\n#\n# How the job queue works:\n#\n# Main loop\n# iterates pool.map using feed_job_params_to_process_pool()\n# (calls parameter_q.get() until all_tasks_complete)\n#\n# if errors but want to finish tasks already in pipeine:\n# parameter_q.put(all_tasks_complete())\n# keep going\n# else:\n#\n# loops through jobs until no more jobs in non-dependent tasks\n# separate loop in generator so that list of incomplete_tasks\n# does not get updated half way through\n# causing race conditions\n#\n# parameter_q.put(params)\n# until waiting_for_more_tasks_to_complete\n# until queue is full (check *after*)\n#\n# _____________________________________________________________________________\n\n# pipeline_run\n\n# _____________________________________________________________________________\ndef pipeline_run(target_tasks=[],\n forcedtorun_tasks=[],\n multiprocess=1,\n logger=stderr_logger,\n gnu_make_maximal_rebuild_mode=True,\n # verbose defaults to 1 if None\n verbose=None,\n runtime_data=None,\n one_second_per_job=None,\n touch_files_only=False,\n exceptions_terminate_immediately=False,\n log_exceptions=False,\n checksum_level=None,\n multithread=0,\n history_file=None,\n # defaults to 2 if None\n verbose_abbreviated_path=None,\n pipeline=None):\n # Remember to add further extra parameters here to\n # \"extra_pipeline_run_options\" inside cmdline.py\n # This will forward extra parameters from the command line to\n # pipeline_run\n \"\"\"\n Run pipelines.\n\n :param target_tasks: targets task functions which will be run if they are\n out-of-date\n :param forcedtorun_tasks: task functions which will be run whether or not\n they are out-of-date\n :param multiprocess: The number of concurrent jobs running on different\n processes.\n :param multithread: The number of concurrent jobs running as different\n threads. If > 1, ruffus will use multithreading\n *instead of* multiprocessing (and ignore the\n multiprocess parameter). Using multi threading\n is particularly useful to manage high performance\n clusters which otherwise are prone to\n \"processor storms\" when large number of cores finish\n jobs at the same time. (Thanks Andreas Heger)\n :param logger: Where progress will be logged. Defaults to stderr output.\n :type logger: `logging <http://docs.python.org/library/logging.html>`_\n objects\n :param verbose:\n\n * level 0 : nothing\n * level 1 : Out-of-date Task names\n * level 2 : All Tasks (including any task function docstrings)\n * level 3 : Out-of-date Jobs in Out-of-date Tasks, no explanation\n * level 4 : Out-of-date Jobs in Out-of-date Tasks, with explanations and warnings\n * level 5 : All Jobs in Out-of-date Tasks, (include only list of up-to-date\n tasks)\n * level 6 : All jobs in All Tasks whether out of date or not\n * level 10: logs messages useful only for debugging ruffus pipeline code\n :param touch_files_only: Create or update input/output files only to\n simulate running the pipeline. Do not run jobs.\n If set to CHECKSUM_REGENERATE, will regenerate\n the checksum history file to reflect the existing\n i/o files on disk.\n :param exceptions_terminate_immediately: Exceptions cause immediate\n termination rather than waiting\n for N jobs to finish where\n N = multiprocess\n :param log_exceptions: Print exceptions to logger as soon as they occur.\n :param checksum_level: Several options for checking up-to-dateness are\n available: Default is level 1.\n\n * level 0 : Use only file timestamps\n * level 1 : above, plus timestamp of successful job completion\n * level 2 : above, plus a checksum of the pipeline function body\n * level 3 : above, plus a checksum of the pipeline\n function default arguments and the\n additional arguments passed in by task\n decorators\n :param one_second_per_job: To work around poor file timepstamp resolution\n for some file systems. Defaults to True if\n checksum_level is 0 forcing Tasks to take a\n minimum of 1 second to complete.\n :param runtime_data: Experimental feature: pass data to tasks at run time\n :param gnu_make_maximal_rebuild_mode: Defaults to re-running *all*\n out-of-date tasks. Runs minimal\n set to build targets if set to\n ``True``. Use with caution.\n :param history_file: Database file storing checksums and file timestamps\n for input/output files.\n :param verbose_abbreviated_path: whether input and output paths are abbreviated.\n\n * level 0: The full (expanded, abspath) input or output path\n * level > 1: The number of subdirectories to include.\n Abbreviated paths are prefixed with ``[,,,]/``\n * level < 0: Input / Output parameters are truncated\n to ``MMM`` letters where ``verbose_abbreviated_path\n ==-MMM``. Subdirectories are first removed to see\n if this allows the paths to fit in the specified\n limit. Otherwise abbreviated paths are prefixed by\n ``<???>``\n \"\"\"\n\n #\n # default values\n #\n if touch_files_only is False:\n touch_files_only = 0\n elif touch_files_only is True:\n touch_files_only = 1\n else:\n touch_files_only = 2\n # we are not running anything so do it as quickly as possible\n one_second_per_job = False\n if verbose is None:\n verbose = 1\n if verbose_abbreviated_path is None:\n verbose_abbreviated_path = 2\n\n # EXTRA pipeline_run DEBUGGING\n global EXTRA_PIPELINERUN_DEBUGGING\n if verbose >= 10:\n EXTRA_PIPELINERUN_DEBUGGING = True\n else:\n EXTRA_PIPELINERUN_DEBUGGING = False\n\n syncmanager = multiprocessing.Manager()\n\n if runtime_data is None:\n runtime_data = {}\n if not isinstance(runtime_data, dict):\n raise Exception(\"pipeline_run parameter runtime_data should be a \"\n \"dictionary of values passes to jobs at run time.\")\n\n #\n # whether using multiprocessing or multithreading\n #\n if multithread:\n pool = ThreadPool(multithread)\n parallelism = multithread\n elif multiprocess > 1:\n pool = Pool(multiprocess)\n parallelism = multiprocess\n else:\n parallelism = 1\n pool = None\n\n if checksum_level is None:\n checksum_level = get_default_checksum_level()\n\n #\n # Supplement mtime with system clock if using CHECKSUM_HISTORY_TIMESTAMPS\n # we don't need to default to adding 1 second delays between jobs\n #\n if one_second_per_job is None:\n if checksum_level == CHECKSUM_FILE_TIMESTAMPS:\n log_at_level(logger, 10, verbose,\n \" Checksums rely on FILE TIMESTAMPS only and we don't know if the \"\n \"system file time resolution: Pause 1 second...\")\n runtime_data[\"ONE_SECOND_PER_JOB\"] = True\n else:\n log_at_level(logger, 10, verbose, \" Checksum use calculated time as well: \"\n \"No 1 second pause...\")\n runtime_data[\"ONE_SECOND_PER_JOB\"] = False\n else:\n log_at_level(logger, 10, verbose, \" One second per job specified to be %s\"\n % one_second_per_job)\n runtime_data[\"ONE_SECOND_PER_JOB\"] = one_second_per_job\n\n if verbose == 0:\n logger = black_hole_logger\n elif verbose >= 11:\n # debugging aid: See t_stderr_logger\n # Each invocation of add_unique_prefix adds a unique prefix to\n # all subsequent output So that individual runs of pipeline run\n # are tagged\n if hasattr(logger, \"add_unique_prefix\"):\n logger.add_unique_prefix()\n\n if touch_files_only and verbose >= 1:\n logger.info(\"Touch output files instead of remaking them.\")\n\n #\n # pipeline must be a Pipeline or a string naming a pipeline\n #\n pipeline = lookup_pipeline(pipeline)\n #\n # Make sure all tasks in dependency list are linked to real functions\n #\n completed_pipeline_names = pipeline._complete_task_setup()\n\n # link_task_names_to_functions ()\n update_checksum_level_on_tasks(checksum_level)\n\n #\n # If we aren't using checksums, and history file hasn't been specified,\n # we might be a bit surprised to find Ruffus writing to a\n # sqlite db anyway.\n # Let us just dump to a placeholder memory db that can then be discarded\n # Of course, if history_file is specified, we presume you know what\n # you are doing\n if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\n history_file = ':memory:'\n\n job_history = open_job_history(history_file)\n\n #\n # @active_if decorated tasks can change their active state every time\n # pipeline_run / pipeline_printout / pipeline_printout_graph is called\n #\n update_active_states_for_all_tasks()\n\n #\n # target jobs\n #\n target_tasks = lookup_tasks_from_user_specified_names(\"Target\", target_tasks, pipeline.name)\n if not target_tasks:\n target_tasks = list(pipeline.tasks)\n forcedtorun_tasks = lookup_tasks_from_user_specified_names(\"Forced to run\", forcedtorun_tasks,\n pipeline.name)\n\n #\n # forcedtorun_tasks and target_tasks may include more pipelines\n # which have to be setup\n #\n incomplete_pipeline_names = set()\n for task in forcedtorun_tasks + target_tasks:\n if task.pipeline.name not in completed_pipeline_names:\n incomplete_pipeline_names.add(task.pipeline.name)\n\n for pipeline_name in incomplete_pipeline_names:\n if pipeline_name in completed_pipeline_names:\n continue\n completed_pipeline_names = completed_pipeline_names.union(\n pipeline.pipelines[pipeline_name]._complete_task_setup())\n\n #\n # To update the checksum file, we force all tasks to rerun\n # but then don't actually call the task function...\n #\n # So starting with target_tasks and forcedtorun_tasks,\n # we harvest all upstream dependencies willy, nilly\n # and assign the results to forcedtorun_tasks\n #\n if touch_files_only == 2:\n (forcedtorun_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\n topologically_sorted_nodes(target_tasks + forcedtorun_tasks, True,\n gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\n runtime_data),\n job_history],\n signal_callback=is_node_up_to_date)\n\n #\n # If verbose >=10, for debugging:\n # Prints which tasks trigger the pipeline rerun...\n # i.e. start from the farthest task, prints out all the up to date\n # tasks, and the first out of date task\n #\n (incomplete_tasks, self_terminated_nodes,\n dag_violating_edges, dag_violating_nodes) = \\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\n gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[\n t_verbose_logger(verbose, verbose_abbreviated_path,\n logger, runtime_data),\n job_history],\n signal_callback=is_node_up_to_date)\n\n if len(dag_violating_nodes):\n dag_violating_tasks = \", \".join(t._name for t in dag_violating_nodes)\n\n e = error_circular_dependencies(\"Circular dependencies found in the \"\n \"pipeline involving one or more of \"\n \"(%s)\" % (dag_violating_tasks))\n raise e\n\n #\n # get dependencies. Only include tasks which will be run\n #\n set_of_incomplete_tasks = set(incomplete_tasks)\n task_parents = defaultdict(set)\n for t in set_of_incomplete_tasks:\n task_parents[t] = set()\n for parent in t._get_inward():\n if parent in set_of_incomplete_tasks:\n task_parents[t].add(parent)\n\n #\n # Print Complete tasks\n #\n # LOGGER level 5 : All jobs in All Tasks whether out of date or not\n if verbose == 2 or verbose >= 5:\n (all_tasks, ignore_param1, ignore_param2, ignore_param3) \\\n = topologically_sorted_nodes(target_tasks, True,\n gnu_make_maximal_rebuild_mode,\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\n runtime_data),\n job_history],\n signal_callback=is_node_up_to_date)\n # indent hardcoded to 4\n for m in get_completed_task_strings(incomplete_tasks, all_tasks,\n forcedtorun_tasks, verbose,\n verbose_abbreviated_path, 4,\n runtime_data, job_history):\n logger.info(m)\n\n # print json.dumps(task_parents.items(), indent=4, cls=task_encoder)\n logger.info(\"\")\n logger.info(\"_\" * 40)\n logger.info(\"Tasks which will be run:\")\n logger.info(\"\")\n logger.info(\"\")\n\n # prepare tasks for pipeline run:\n #\n # clear task outputs\n # task.output_filenames = None\n #\n # **********\n # BEWARE\n # **********\n #\n # Because state is stored, ruffus is *not* reentrant.\n #\n # **********\n # BEWARE\n # **********\n for t in incomplete_tasks:\n t._init_for_pipeline()\n\n #\n # prime queue with initial set of job parameters\n #\n death_event = syncmanager.Event()\n parameter_q = queue.Queue()\n task_with_completed_job_q = queue.Queue()\n parameter_generator = make_job_parameter_generator(incomplete_tasks, task_parents,\n logger, forcedtorun_tasks,\n task_with_completed_job_q,\n runtime_data, verbose,\n verbose_abbreviated_path,\n syncmanager, death_event,\n touch_files_only, job_history)\n job_parameters = parameter_generator()\n fill_queue_with_job_parameters(job_parameters, parameter_q, parallelism, logger, verbose)\n\n #\n # N.B.\n # Handling keyboard shortcuts may require\n # See http://stackoverflow.com/questions/1408356/\n # keyboard-interrupts-with-pythons-multiprocessing-pool\n #\n # When waiting for a condition in threading.Condition.wait(),\n # KeyboardInterrupt is never sent\n # unless a timeout is specified\n #\n #\n #\n # #\n # whether using multiprocessing\n # #\n # pool = Pool(parallelism) if multiprocess > 1 else None\n # if pool:\n # pool_func = pool.imap_unordered\n # job_iterator_timeout = []\n # else:\n # pool_func = imap\n # job_iterator_timeout = [999999999999]\n #\n #\n # ....\n #\n #\n # it = pool_func(run_pooled_job_without_exceptions,\n # feed_job_params_to_process_pool())\n # while 1:\n # try:\n # job_result = it.next(*job_iterator_timeout)\n #\n # ...\n #\n # except StopIteration:\n # break\n\n if pool:\n pool_func = pool.imap_unordered\n else:\n pool_func = map\n\n feed_job_params_to_process_pool = feed_job_params_to_process_pool_factory(\n parameter_q, death_event, logger, verbose)\n\n #\n # for each result from job\n #\n job_errors = RethrownJobError()\n tasks_with_errors = set()\n\n #\n # job_result.job_name / job_result.return_value\n # Reserved for returning result from job...\n # How?\n #\n # Rewrite for loop so we can call iter.next() with a timeout\n try:\n\n # for job_result in pool_func(run_pooled_job_without_exceptions,\n # feed_job_params_to_process_pool()):\n ii = iter(pool_func(run_pooled_job_without_exceptions, feed_job_params_to_process_pool()))\n while 1:\n # Use a timeout of 3 years per job..., so that the condition\n # we are waiting for in the thread can be interrupted by\n # signals... In other words, so that Ctrl-C works\n # Yucky part is that timeout is an extra parameter to\n # IMapIterator.next(timeout=None) but next() for normal\n # iterators do not take any extra parameters.\n if pool:\n job_result = ii.next(timeout=99999999)\n else:\n job_result = next(ii)\n # run next task\n log_at_level(logger, 11, verbose, \"r\" * 80 + \"\\n\")\n t = node._lookup_node_from_index(job_result.node_index)\n\n # remove failed jobs from history-- their output is bogus now!\n if job_result.state in (JOB_ERROR, JOB_SIGNALLED_BREAK):\n log_at_level(logger, 10, verbose, \" JOB ERROR / JOB_SIGNALLED_BREAK: \" + job_result.job_name)\n if len(job_result.unglobbed_params) > 1: # some jobs have no outputs\n output_file_name = job_result.unglobbed_params[1]\n # some have multiple outputs from one job\n if not isinstance(output_file_name, list):\n output_file_name = [output_file_name]\n #\n # N.B. output parameters are not necessary all strings\n #\n for o_f_n in get_strings_in_flattened_sequence(output_file_name):\n #\n # use paths relative to working directory\n #\n o_f_n = os.path.relpath(o_f_n)\n # remove outfile from history if it exists\n job_history.pop(o_f_n, None)\n\n # only save poolsize number of errors\n if job_result.state == JOB_ERROR:\n log_at_level(logger, 10, verbose, \" Exception caught for %s\"\n % job_result.job_name)\n job_errors.append(job_result.exception)\n tasks_with_errors.add(t)\n\n #\n # print to logger immediately\n #\n if log_exceptions:\n log_at_level(logger, 10, verbose, \" Log Exception\")\n logger.error(job_errors.get_nth_exception_str())\n\n #\n # break if too many errors\n #\n if len(job_errors) >= parallelism or exceptions_terminate_immediately:\n log_at_level(logger, 10, verbose, \" Break loop %s %s %s \"\n % (exceptions_terminate_immediately,\n len(job_errors), parallelism))\n parameter_q.put(all_tasks_complete())\n break\n\n # break immediately if the user says stop\n elif job_result.state == JOB_SIGNALLED_BREAK:\n job_errors.append(job_result.exception)\n job_errors.specify_task(t, \"Exceptions running jobs\")\n log_at_level(logger, 10, verbose, \" Break loop JOB_SIGNALLED_BREAK %s %s \"\n % (len(job_errors), parallelism))\n parameter_q.put(all_tasks_complete())\n break\n\n else:\n if job_result.state == JOB_UP_TO_DATE:\n # LOGGER: All Jobs in Out-of-date Tasks\n log_at_level(logger, 5, verbose, \" %s unnecessary: already up to date\"\n % job_result.job_name)\n else:\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\n log_at_level(logger, 3, verbose, \" %s completed\" % job_result.job_name)\n # save this task name and the job (input and output files)\n # alternatively, we could just save the output file and its\n # completion time, or on the other end of the spectrum,\n # we could save a checksum of the function that generated\n # this file, something akin to:\n # chksum = md5.md5(marshal.dumps(t.user_defined_work_func.func_code.co_code))\n # we could even checksum the arguments to the function that\n # generated this file:\n # chksum2 = md5.md5(marshal.dumps(t.user_defined_work_func.func_defaults) +\n # marshal.dumps(t.args))\n\n if len(job_result.unglobbed_params) > 1: # some jobs have no outputs\n output_file_name = job_result.unglobbed_params[1]\n # some have multiple outputs from one job\n if not isinstance(output_file_name, list):\n output_file_name = [output_file_name]\n #\n # N.B. output parameters are not necessary all strings\n # and not all files have been successfully created,\n # even though the task apparently completed properly!\n # Remember to re-expand globs (from unglobbed paramters)\n # after the job has run successfully\n #\n for possible_glob_str in get_strings_in_flattened_sequence(output_file_name):\n for o_f_n in glob.glob(possible_glob_str):\n #\n # use paths relative to working directory\n #\n o_f_n = os.path.relpath(o_f_n)\n try:\n log_at_level(logger, 10, verbose, \" Job History : \" + o_f_n)\n mtime = os.path.getmtime(o_f_n)\n #\n # use probably higher resolution\n # time.time() over mtime which might have 1 or 2s\n # resolutions, unless there is clock skew and the\n # filesystem time > system time (e.g. for networks)\n #\n epoch_seconds = time.time()\n # Aargh. go back to insert one second between jobs\n if epoch_seconds < mtime:\n if one_second_per_job is None and \\\n not runtime_data[\"ONE_SECOND_PER_JOB\"]:\n log_at_level(logger, 10, verbose,\n \" Switch to 1s per job\")\n runtime_data[\"ONE_SECOND_PER_JOB\"] = True\n elif epoch_seconds - mtime < 1.1:\n mtime = epoch_seconds\n chksum = JobHistoryChecksum(o_f_n, mtime,\n job_result.unglobbed_params[2:], t)\n job_history[o_f_n] = chksum\n log_at_level(logger, 10, verbose, \" Job History Saved: \" + o_f_n)\n except:\n pass\n\n # for output_file_name in t.output_filenames:\n # could use current time instead...\n # # if not isinstance(output_file_name, list):\n # # output_file_name = [output_file_name]\n # # for o_f_n in output_file_name:\n # # mtime = os.path.getmtime(o_f_n)\n # # chksum = JobHistoryChecksum(o_f_n, mtime,\n # job_result.params[2:], t)\n # # job_history[o_f_n] = chksum\n\n log_at_level(logger, 10, verbose, \" _is_up_to_date completed task & checksum...\")\n #\n # _is_up_to_date completed task after checksumming\n #\n task_with_completed_job_q.put((t,\n job_result.task_name,\n job_result.node_index,\n job_result.job_name))\n\n # make sure queue is still full after each job is retired\n # do this after undating which jobs are incomplete\n log_at_level(logger, 10, verbose, \" job errors?\")\n if len(job_errors):\n # parameter_q.clear()\n # if len(job_errors) == 1 and not parameter_q._closed:\n log_at_level(logger, 10, verbose, \" all tasks completed...\")\n parameter_q.put(all_tasks_complete())\n else:\n log_at_level(logger, 10, verbose, \" Fill queue with more parameter...\")\n fill_queue_with_job_parameters(job_parameters, parameter_q, parallelism, logger,\n verbose)\n # The equivalent of the normal end of a fall loop\n except StopIteration as e:\n pass\n except:\n exception_name, exception_value, exception_Traceback = sys.exc_info()\n exception_stack = traceback.format_exc()\n # save exception to rethrow later\n job_errors.append((None, None, exception_name, exception_value, exception_stack))\n log_at_level(logger, 10, verbose, \" Exception caught %s\" % (exception_value))\n log_at_level(logger, 10, verbose, \" Exception caught %s\" % (exception_name))\n log_at_level(logger, 10, verbose, \" Exception caught %s\" % (exception_stack))\n log_at_level(logger, 10, verbose, \" Get next parameter size = %d\" % parameter_q.qsize())\n log_at_level(logger, 10, verbose, \" Task with completed \"\n \"jobs size = %d\" % task_with_completed_job_q.qsize())\n parameter_q.put(all_tasks_complete())\n try:\n death_event.clear()\n except:\n pass\n\n if pool:\n log_at_level(logger, 10, verbose, \" pool.close\")\n pool.close()\n log_at_level(logger, 10, verbose, \" pool.terminate\")\n try:\n pool.terminate()\n except:\n pass\n log_at_level(logger, 10, verbose, \" pool.terminated\")\n raise job_errors\n\n # log_at_level (logger, 10, verbose, \" syncmanager.shutdown\")\n # syncmanager.shutdown()\n\n if pool:\n log_at_level(logger, 10, verbose, \" pool.close\")\n # pool.join()\n pool.close()\n log_at_level(logger, 10, verbose, \" pool.terminate\")\n # an exception may be thrown after a signal is caught (Ctrl-C)\n # when the EventProxy(s) for death_event might be left hanging\n try:\n pool.terminate()\n except:\n pass\n log_at_level(logger, 10, verbose, \" pool.terminated\")\n\n # Switch back off EXTRA pipeline_run DEBUGGING\n EXTRA_PIPELINERUN_DEBUGGING = False\n\n if len(job_errors):\n raise job_errors\n\n\n# use high resolution timestamps where available\n# default in python 2.5 and greater\n# N.B. File modify times / stat values have 1 second precision for many file\n# systems and may not be accurate to boot, especially over the network.\nos.stat_float_times(True)\n\n\nif __name__ == '__main__':\n import unittest\n\n #\n # debug parameter ignored if called as a module\n #\n if sys.argv.count(\"--debug\"):\n sys.argv.remove(\"--debug\")\n unittest.main()\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82402"},"node_count":{"kind":"number","value":1696,"string":"1,696"},"total_lines":{"kind":"number","value":5594,"string":"5,594"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": 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sys\", \"type\": \"import\", \"loc\": [83, 83], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0148, 0.0002, 0, 0.66, 0.0485, 509, 0, 1, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L84_C0\", \"label\": \"copy import copy\", \"type\": \"import\", \"loc\": [84, 84], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.015, 0.0002, 0, 0.66, 0.0583, 739, 0, 1, 0, 0, 739, 0, 0], \"semantic\": {\"name\": \"copy\", \"arg_names\": [], \"import_names\": [\"copy\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import copy\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L85_C0\", \"label\": \"multiprocessing import multiprocessing\", \"type\": \"import\", \"loc\": [85, 85], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0152, 0.0002, 0, 0.66, 0.068, 901, 0, 1, 0, 0, 901, 0, 0], \"semantic\": {\"name\": \"multiprocessing\", \"arg_names\": [], \"import_names\": [\"multiprocessing\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import multiprocessing\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L86_C0\", \"label\": \"collections import collections\", \"type\": \"import\", \"loc\": [86, 86], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0154, 0.0002, 0, 0.66, 0.0777, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"collections\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import collections\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L94_C0\", \"label\": \"logging import logging\", \"type\": \"import\", \"loc\": [94, 94], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0168, 0.0002, 0, 0.66, 0.0874, 715, 0, 1, 0, 0, 715, 0, 0], \"semantic\": {\"name\": \"logging\", \"arg_names\": [], \"import_names\": [\"logging\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import logging\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L95_C0\", \"label\": \"re import re\", \"type\": \"import\", \"loc\": [95, 95], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.017, 0.0002, 0, 0.66, 0.0971, 540, 0, 1, 0, 0, 540, 0, 0], \"semantic\": {\"name\": \"re\", \"arg_names\": [], \"import_names\": [\"re\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import re\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L96_C0\", \"label\": \"from collections import defaultdict, deque\", \"type\": \"import\", \"loc\": [96, 96], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0172, 0.0002, 0, 0.66, 0.1068, 193, 0, 2, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"defaultdict\", \"deque\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from collections import defaultdict, deque\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L97_C0\", \"label\": \"from multiprocessing import Pool\", \"type\": \"import\", \"loc\": [97, 97], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0173, 0.0002, 0, 0.66, 0.1165, 901, 0, 1, 0, 0, 901, 0, 0], \"semantic\": {\"name\": \"multiprocessing\", \"arg_names\": [], \"import_names\": [\"Pool\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from multiprocessing import Pool\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L98_C0\", \"label\": \"from multiprocessing.pool import ThreadPool\", \"type\": \"import\", \"loc\": [98, 98], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0175, 0.0002, 0, 0.66, 0.1262, 770, 0, 1, 0, 0, 770, 0, 0], \"semantic\": {\"name\": \"multiprocessing.pool\", \"arg_names\": [], \"import_names\": [\"ThreadPool\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from multiprocessing.pool import ThreadPool\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L99_C0\", \"label\": \"traceback import traceback\", \"type\": \"import\", \"loc\": [99, 99], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0177, 0.0002, 0, 0.66, 0.1359, 423, 0, 1, 0, 0, 423, 0, 0], \"semantic\": {\"name\": \"traceback\", \"arg_names\": [], \"import_names\": [\"traceback\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import traceback\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L100_C0\", \"label\": \"types import types\", \"type\": \"import\", \"loc\": [100, 100], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0179, 0.0002, 0, 0.66, 0.1456, 209, 0, 1, 0, 0, 209, 0, 0], \"semantic\": {\"name\": \"types\", \"arg_names\": [], \"import_names\": [\"types\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import types\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L101_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [101, 103], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0182, 0.0005, 0, 0.66, 0.1553, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if sys.hexversion >= 0x03000000:\\n # everything is unicode in python3\\n from functools import reduce\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L103_C4\", \"label\": \"from functools import reduce\", \"type\": \"import\", \"loc\": [103, 103], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L101_C0\", \"vector\": [1, 1, 0.0184, 0.0002, 1, 0.78, 0.0, 711, 0, 1, 0, 0, 711, 0, 0], \"semantic\": {\"name\": \"functools\", \"arg_names\": [], \"import_names\": [\"reduce\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" from functools import reduce\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L106_C0\", \"label\": \"textwrap import textwrap\", \"type\": \"import\", \"loc\": [106, 106], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0189, 0.0002, 0, 0.66, 0.165, 641, 0, 1, 0, 0, 641, 0, 0], \"semantic\": {\"name\": \"textwrap\", \"arg_names\": [], \"import_names\": [\"textwrap\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import textwrap\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L107_C0\", \"label\": \"time import time\", \"type\": \"import\", \"loc\": [107, 107], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0191, 0.0002, 0, 0.66, 0.1748, 654, 0, 1, 0, 0, 654, 0, 0], \"semantic\": {\"name\": \"time\", \"arg_names\": [], \"import_names\": [\"time\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L108_C0\", \"label\": \"from multiprocessing.managers import SyncManager\", \"type\": \"import\", \"loc\": [108, 108], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0193, 0.0002, 0, 0.66, 0.1845, 70, 0, 1, 0, 0, 70, 0, 0], \"semantic\": {\"name\": \"multiprocessing.managers\", \"arg_names\": [], \"import_names\": [\"SyncManager\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from multiprocessing.managers import SyncManager\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L109_C0\", \"label\": \"from collections import namedtuple\", \"type\": \"import\", \"loc\": [109, 109], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0195, 0.0002, 0, 0.66, 0.1942, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"namedtuple\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from collections import namedtuple\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L110_C0\", \"label\": \"from contextlib import contextmanager\", \"type\": \"import\", \"loc\": [110, 110], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0197, 0.0002, 0, 0.66, 0.2039, 479, 0, 1, 0, 0, 479, 0, 0], \"semantic\": {\"name\": \"contextlib\", \"arg_names\": [], \"import_names\": [\"contextmanager\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from contextlib import contextmanager\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L111_C0\", \"label\": \"try\", \"type\": \"try\", \"loc\": [111, 114], \"level\": 0, \"parent\": null, \"vector\": [7, 0, 0.0201, 0.0007, 0, 0.66, 0.2136, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"try:\\n import cPickle as pickle\\nexcept:\\n import pickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L112_C4\", \"label\": \"cPickle import pickle\", \"type\": \"import\", \"loc\": [112, 112], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L111_C0\", \"vector\": [1, 1, 0.02, 0.0002, 1, 0.31, 0.0, 279, 0, 1, 0, 0, 279, 0, 0], \"semantic\": {\"name\": \"cPickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import cPickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L114_C4\", \"label\": \"pickle import pickle\", \"type\": \"import\", \"loc\": [114, 114], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L111_C0\", \"vector\": [1, 1, 0.0204, 0.0002, 1, 0.31, 0.0, 848, 0, 1, 0, 0, 848, 0, 0], \"semantic\": {\"name\": \"pickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import pickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L115_C0\", \"label\": \"from import dbdict\", \"type\": \"import\", \"loc\": [115, 115], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0206, 0.0002, 0, 0.66, 0.2233, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [\"dbdict\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from . import dbdict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L118_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [118, 120], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0213, 0.0005, 0, 0.66, 0.233, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n import sys\\n sys.path.insert(0, \\\".\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L119_C4\", \"label\": \"sys import sys\", \"type\": \"import\", \"loc\": [119, 119], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L118_C0\", \"vector\": [1, 1, 0.0213, 0.0002, 1, 0.41, 0.0, 509, 0, 1, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L120_C4\", \"label\": \"insert()\", \"type\": \"expression\", \"loc\": [120, 120], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L118_C0\", \"vector\": [8, 1, 0.0215, 0.0002, 1, 0.41, 1.0, 368, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"insert\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"insert\", \"annotation\": \"\"}, \"snippet\": \" sys.path.insert(0, \\\".\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L122_C0\", \"label\": \"from graph import *\", \"type\": \"import\", \"loc\": [122, 122], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0218, 0.0002, 0, 0.66, 0.2427, 170, 0, 1, 0, 0, 170, 0, 0], \"semantic\": {\"name\": \"graph\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .graph import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L123_C0\", \"label\": \"from print_dependencies import *\", \"type\": \"import\", \"loc\": [123, 123], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.022, 0.0002, 0, 0.66, 0.2524, 924, 0, 1, 0, 0, 924, 0, 0], \"semantic\": {\"name\": \"print_dependencies\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .print_dependencies import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L124_C0\", \"label\": \"from ruffus_exceptions import *\", \"type\": \"import\", \"loc\": [124, 124], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0222, 0.0002, 0, 0.66, 0.2621, 612, 0, 1, 0, 0, 612, 0, 0], \"semantic\": {\"name\": \"ruffus_exceptions\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .ruffus_exceptions import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L125_C0\", \"label\": \"from ruffus_utility import *\", \"type\": \"import\", \"loc\": [125, 125], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0223, 0.0002, 0, 0.66, 0.2718, 162, 0, 1, 0, 0, 162, 0, 0], \"semantic\": {\"name\": \"ruffus_utility\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .ruffus_utility import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L126_C0\", \"label\": \"from file_name_parameters import *\", \"type\": \"import\", \"loc\": [126, 126], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0225, 0.0002, 0, 0.66, 0.2816, 85, 0, 1, 0, 0, 85, 0, 0], \"semantic\": {\"name\": \"file_name_parameters\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .file_name_parameters import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L128_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [128, 132], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0232, 0.0009, 0, 0.66, 0.2913, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if sys.hexversion >= 0x03000000:\\n # everything is unicode in python3\\n path_str_type = str\\nelse:\\n path_str_type = basestring\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L130_C4\", \"label\": \"path_str_type =\", \"type\": \"assigned_variable\", \"loc\": [130, 130], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L128_C0\", \"vector\": [14, 1, 0.0232, 0.0002, 1, 0.88, 0.0, 630, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"path_str_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" path_str_type = str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L132_C4\", \"label\": \"path_str_type =\", \"type\": \"assigned_variable\", \"loc\": [132, 132], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L128_C0\", \"vector\": [14, 1, 0.0236, 0.0002, 1, 0.88, 1.0, 630, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"path_str_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" path_str_type = basestring\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L138_C0\", \"label\": \"try\", \"type\": \"try\", \"loc\": [138, 142], \"level\": 0, \"parent\": null, \"vector\": [7, 0, 0.025, 0.0009, 0, 0.66, 0.301, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"try:\\n import json\\nexcept ImportError:\\n import simplejson\\n json = simplejson\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L139_C4\", \"label\": \"json import json\", \"type\": \"import\", \"loc\": [139, 139], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L138_C0\", \"vector\": [1, 1, 0.0248, 0.0002, 1, 0.62, 0.0, 463, 0, 1, 0, 0, 463, 0, 0], \"semantic\": {\"name\": \"json\", \"arg_names\": [], \"import_names\": [\"json\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import json\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L141_C4\", \"label\": \"simplejson import simplejson\", \"type\": \"import\", \"loc\": [141, 141], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L138_C0\", \"vector\": [1, 1, 0.0252, 0.0002, 1, 0.62, 0.0, 386, 0, 1, 0, 0, 386, 0, 0], \"semantic\": {\"name\": \"simplejson\", \"arg_names\": [], \"import_names\": [\"simplejson\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import simplejson\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L142_C4\", \"label\": \"json =\", \"type\": \"assigned_variable\", \"loc\": [142, 142], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L138_C0\", \"vector\": [14, 1, 0.0254, 0.0002, 1, 0.62, 1.0, 463, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"json\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" json = simplejson\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L143_C0\", \"label\": \"dumps =\", \"type\": \"assigned_variable\", \"loc\": [143, 143], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0256, 0.0002, 0, 0.66, 0.3107, 160, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"dumps\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"dumps = json.dumps\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L145_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [145, 148], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0262, 0.0007, 0, 0.66, 0.3204, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if sys.hexversion >= 0x03000000:\\n import queue as queue\\nelse:\\n import Queue as queue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L146_C4\", \"label\": \"queue import queue\", \"type\": \"import\", \"loc\": [146, 146], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L145_C0\", \"vector\": [1, 1, 0.0261, 0.0002, 1, 0.42, 0.0, 325, 0, 1, 0, 0, 325, 0, 0], \"semantic\": {\"name\": \"queue\", \"arg_names\": [], \"import_names\": [\"queue\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import queue as queue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L148_C4\", \"label\": \"Queue import queue\", \"type\": \"import\", \"loc\": [148, 148], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L145_C0\", \"vector\": [1, 1, 0.0265, 0.0002, 1, 0.42, 1.0, 952, 0, 1, 0, 0, 952, 0, 0], \"semantic\": {\"name\": \"Queue\", \"arg_names\": [], \"import_names\": [\"queue\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import Queue as queue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L151_C0\", \"label\": \"Ruffus_Keyboard_Interrupt_Exception\", \"type\": \"class\", \"loc\": [151, 152], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0271, 0.0004, 0, 0.66, 0.3301, 816, 0, 0, 0, 0, 645, 0, 0], \"semantic\": {\"name\": \"Ruffus_Keyboard_Interrupt_Exception\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class Ruffus_Keyboard_Interrupt_Exception (Exception):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"label\": \"t_black_hole_logger\", \"type\": \"class\", \"loc\": [163, 179], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0306, 0.003, 0, 0.66, 0.3398, 152, 0, 4, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"t_black_hole_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_black_hole_logger:\\n\\n \\\"\\\"\\\"\\n Does nothing!\\n \\\"\\\"\\\"\\n\\n def info(self, message, *args, **kwargs):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L165_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [165, 167], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"vector\": [8, 1, 0.0297, 0.0005, 1, 0.88, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Does nothing!\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L169_C4\", \"label\": \"info\", \"type\": \"function\", \"loc\": [169, 170], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"vector\": [2, 1, 0.0303, 0.0004, 1, 0.88, 0.25, 730, 0, 4, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"info\", \"arg_names\": [\"self\", \"message\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def info(self, message, *args, **kwargs):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L172_C4\", \"label\": \"debug\", \"type\": \"function\", \"loc\": [172, 173], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"vector\": [2, 1, 0.0308, 0.0004, 1, 0.88, 0.5, 924, 0, 4, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"debug\", \"arg_names\": [\"self\", \"message\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def debug(self, message, *args, **kwargs):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L175_C4\", \"label\": \"warning\", \"type\": \"function\", \"loc\": [175, 176], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"vector\": [2, 1, 0.0314, 0.0004, 1, 0.88, 0.75, 320, 0, 4, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"warning\", \"arg_names\": [\"self\", \"message\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def warning(self, message, *args, **kwargs):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L178_C4\", \"label\": \"error\", \"type\": \"function\", \"loc\": [178, 179], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L163_C0\", \"vector\": [2, 1, 0.0319, 0.0004, 1, 0.88, 1.0, 771, 0, 4, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"error\", \"arg_names\": [\"self\", \"message\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def error(self, message, *args, **kwargs):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"label\": \"t_stderr_logger\", \"type\": \"class\", \"loc\": [182, 206], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0347, 0.0045, 0, 0.66, 0.3495, 533, 0, 6, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"t_stderr_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_stderr_logger:\\n\\n \\\"\\\"\\\"\\n Everything to stderr\\n \\\"\\\"\\\"\\n\\n def __init__(self):\\n self.unique_prefix = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L184_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [184, 186], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [8, 1, 0.0331, 0.0005, 1, 0.82, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Everything to stderr\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L188_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [188, 189], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0337, 0.0004, 1, 0.82, 0.1667, 555, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self):\\n self.unique_prefix = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L189_C8\", \"label\": \"self.unique_prefix =\", \"type\": \"assigned_variable\", \"loc\": [189, 189], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L188_C4\", \"vector\": [14, 2, 0.0338, 0.0002, 2, 0.52, 0.0, 632, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.unique_prefix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.unique_prefix = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L191_C4\", \"label\": \"add_unique_prefix\", \"type\": \"function\", \"loc\": [191, 194], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0344, 0.0007, 1, 0.82, 0.3333, 722, 0, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"add_unique_prefix\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def add_unique_prefix(self):\\n import random\\n random.seed()\\n self.unique_prefix = str(random.randint(0, 1000)) + \\\" \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L192_C8\", \"label\": \"random import random\", \"type\": \"import\", \"loc\": [192, 192], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L191_C4\", \"vector\": [1, 2, 0.0343, 0.0002, 2, 0.61, 0.0, 715, 0, 1, 0, 0, 715, 0, 0], \"semantic\": {\"name\": \"random\", \"arg_names\": [], \"import_names\": [\"random\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import random\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L193_C8\", \"label\": \"seed()\", \"type\": \"expression\", \"loc\": [193, 193], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L191_C4\", \"vector\": [8, 2, 0.0345, 0.0002, 2, 0.61, 0.5, 365, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"seed\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"seed\", \"annotation\": \"\"}, \"snippet\": \" random.seed()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L194_C8\", \"label\": \"self.unique_prefix =\", \"type\": \"assigned_variable\", \"loc\": [194, 194], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L191_C4\", \"vector\": [14, 2, 0.0347, 0.0002, 2, 0.61, 1.0, 632, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"self.unique_prefix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.unique_prefix = str(random.randint(0, 1000)) + \\\" \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L196_C4\", \"label\": \"info\", \"type\": \"function\", \"loc\": [196, 197], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0351, 0.0004, 1, 0.82, 0.5, 730, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def info(self, message):\\n sys.stderr.write(self.unique_prefix + message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L197_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [197, 197], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L196_C4\", \"vector\": [8, 2, 0.0352, 0.0002, 2, 0.21, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(self.unique_prefix + message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L199_C4\", \"label\": \"warning\", \"type\": \"function\", \"loc\": [199, 200], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0357, 0.0004, 1, 0.82, 0.6667, 320, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"warning\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def warning(self, message):\\n sys.stderr.write(\\\"\\\\n\\\\n\\\" + self.unique_prefix + \\\"WARNING:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L200_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [200, 200], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L199_C4\", \"vector\": [8, 2, 0.0358, 0.0002, 2, 0.39, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"\\\\n\\\\n\\\" + self.unique_prefix + \\\"WARNING:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L202_C4\", \"label\": \"error\", \"type\": \"function\", \"loc\": [202, 203], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0362, 0.0004, 1, 0.82, 0.8333, 771, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"error\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def error(self, message):\\n sys.stderr.write(\\\"\\\\n\\\\n\\\" + self.unique_prefix + \\\"ERROR:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L203_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [203, 203], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L202_C4\", \"vector\": [8, 2, 0.0363, 0.0002, 2, 0.09, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"\\\\n\\\\n\\\" + self.unique_prefix + \\\"ERROR:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L205_C4\", \"label\": \"debug\", \"type\": \"function\", \"loc\": [205, 206], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L182_C0\", \"vector\": [2, 1, 0.0367, 0.0004, 1, 0.82, 1.0, 924, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"debug\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def debug(self, message):\\n sys.stderr.write(self.unique_prefix + message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L206_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [206, 206], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L205_C4\", \"vector\": [8, 2, 0.0368, 0.0002, 2, 0.5, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(self.unique_prefix + message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"label\": \"t_stream_logger\", \"type\": \"class\", \"loc\": [209, 228], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0391, 0.0036, 0, 0.66, 0.3592, 521, 0, 5, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"t_stream_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_stream_logger:\\n\\n \\\"\\\"\\\"\\n Everything to stderr\\n \\\"\\\"\\\"\\n\\n def __init__(self, stream):\\n self.stream = stream\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L211_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [211, 213], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [8, 1, 0.0379, 0.0005, 1, 0.14, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Everything to stderr\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L215_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [215, 216], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [2, 1, 0.0385, 0.0004, 1, 0.14, 0.2, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"stream\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, stream):\\n self.stream = stream\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L216_C8\", \"label\": \"self.stream =\", \"type\": \"assigned_variable\", \"loc\": [216, 216], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L215_C4\", \"vector\": [14, 2, 0.0386, 0.0002, 2, 0.15, 0.0, 207, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.stream\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.stream = stream\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L218_C4\", \"label\": \"info\", \"type\": \"function\", \"loc\": [218, 219], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [2, 1, 0.0391, 0.0004, 1, 0.14, 0.4, 730, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def info(self, message):\\n self.stream.write(message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L219_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [219, 219], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L218_C4\", \"vector\": [8, 2, 0.0391, 0.0002, 2, 0.42, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" self.stream.write(message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L221_C4\", \"label\": \"warning\", \"type\": \"function\", \"loc\": [221, 222], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [2, 1, 0.0396, 0.0004, 1, 0.14, 0.6, 320, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"warning\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def warning(self, message):\\n sys.stream.write(\\\"\\\\n\\\\nWARNING:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L222_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [222, 222], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L221_C4\", \"vector\": [8, 2, 0.0397, 0.0002, 2, 0.75, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stream.write(\\\"\\\\n\\\\nWARNING:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L224_C4\", \"label\": \"error\", \"type\": \"function\", \"loc\": [224, 225], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [2, 1, 0.0401, 0.0004, 1, 0.14, 0.8, 771, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"error\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def error(self, message):\\n sys.stream.write(\\\"\\\\n\\\\nERROR:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L225_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [225, 225], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L224_C4\", \"vector\": [8, 2, 0.0402, 0.0002, 2, 0.76, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stream.write(\\\"\\\\n\\\\nERROR:\\\\n \\\" + message + \\\"\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L227_C4\", \"label\": \"debug\", \"type\": \"function\", \"loc\": [227, 228], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L209_C0\", \"vector\": [2, 1, 0.0407, 0.0004, 1, 0.14, 1.0, 924, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"debug\", \"arg_names\": [\"self\", \"message\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def debug(self, message):\\n self.stream.write(message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L228_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [228, 228], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L227_C4\", \"vector\": [8, 2, 0.0408, 0.0002, 2, 0.14, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" self.stream.write(message + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L230_C0\", \"label\": \"black_hole_logger = t_black_hole_logger()\", \"type\": \"assigned_variable\", \"loc\": [230, 230], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0411, 0.0002, 0, 0.66, 0.3689, 770, 3, 0, 0, 0, 152, 10, 1], \"semantic\": {\"name\": \"black_hole_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"t_black_hole_logger\", \"annotation\": \"\"}, \"snippet\": \"black_hole_logger = t_black_hole_logger()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L231_C0\", \"label\": \"stderr_logger = t_stderr_logger()\", \"type\": \"assigned_variable\", \"loc\": [231, 231], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0413, 0.0002, 0, 0.66, 0.3786, 397, 3, 0, 0, 0, 533, 10, 1], \"semantic\": {\"name\": \"stderr_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"t_stderr_logger\", \"annotation\": \"\"}, \"snippet\": \"stderr_logger = t_stderr_logger()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L234_C0\", \"label\": \"t_verbose_logger\", \"type\": \"class\", \"loc\": [234, 240], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0424, 0.0013, 0, 0.66, 0.3883, 516, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"t_verbose_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_verbose_logger:\\n\\n def __init__(self, verbose, verbose_abbreviated_path, logger, runtime_data):\\n self.verbose = verbose\\n self.logger = logger\\n self.runtime_data = runtime_data\\n self.verbose_abbreviated_path = verbose_abbreviated_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L236_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [236, 240], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L234_C0\", \"vector\": [2, 1, 0.0425, 0.0009, 1, 0.42, 0.0, 555, 0, 5, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"verbose\", \"verbose_abbreviated_path\", \"logger\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, verbose, verbose_abbreviated_path, logger, runtime_data):\\n self.verbose = verbose\\n self.logger = logger\\n self.runtime_data = runtime_data\\n self.verbose_abbreviated_path = verbose_abbreviated_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L237_C8\", \"label\": \"self.verbose =\", \"type\": \"assigned_variable\", \"loc\": [237, 237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L236_C4\", \"vector\": [14, 2, 0.0424, 0.0002, 2, 0.96, 0.0, 552, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.verbose = verbose\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L238_C8\", \"label\": \"self.logger =\", \"type\": \"assigned_variable\", \"loc\": [238, 238], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L236_C4\", \"vector\": [14, 2, 0.0425, 0.0002, 2, 0.96, 0.3333, 829, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.logger = logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L239_C8\", \"label\": \"self.runtime_data =\", \"type\": \"assigned_variable\", \"loc\": [239, 239], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L236_C4\", \"vector\": [14, 2, 0.0427, 0.0002, 2, 0.96, 0.6667, 52, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.runtime_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.runtime_data = runtime_data\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L240_C8\", \"label\": \"self.verbose_abbreviated_path =\", \"type\": \"assigned_variable\", \"loc\": [240, 240], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L236_C4\", \"vector\": [14, 2, 0.0429, 0.0002, 2, 0.96, 1.0, 995, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.verbose_abbreviated_path = verbose_abbreviated_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L249_C0\", \"label\": \"log_at_level\", \"type\": \"function\", \"loc\": [249, 258], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0453, 0.0018, 0, 0.66, 0.3981, 709, 0, 4, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [\"logger\", \"message_level\", \"verbose_level\", \"msg\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def log_at_level(logger, message_level, verbose_level, msg):\\n \\\"\\\"\\\"\\n writes to log if message_level > verbose level\\n Returns anything written in case we might want to drop down and output at a\\n lower log level\\n \\\"\\\"\\\"\\n if message_level <= verbose_level:\\n logger.info(msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L250_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [250, 254], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L249_C0\", \"vector\": [8, 1, 0.045, 0.0009, 1, 0.71, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n writes to log if message_level > verbose level\\n Returns anything written in case we might want to drop down and output at a\\n lower log level\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L255_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [255, 257], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L249_C0\", \"vector\": [4, 1, 0.0458, 0.0005, 1, 0.71, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if message_level <= verbose_level:\\n logger.info(msg)\\n return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L256_C8\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [256, 256], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L255_C4\", \"vector\": [8, 2, 0.0458, 0.0002, 2, 0.66, 0.0, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L257_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [257, 257], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L255_C4\", \"vector\": [13, 2, 0.0459, 0.0002, 2, 0.66, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L258_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [258, 258], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L249_C0\", \"vector\": [13, 1, 0.0461, 0.0002, 1, 0.71, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L271_C0\", \"label\": \"all_tasks_complete\", \"type\": \"class\", \"loc\": [271, 272], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0485, 0.0004, 0, 0.66, 0.4078, 602, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"all_tasks_complete\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class all_tasks_complete:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L275_C0\", \"label\": \"waiting_for_more_tasks_to_complete\", \"type\": \"class\", \"loc\": [275, 276], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0492, 0.0004, 0, 0.66, 0.4175, 83, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"waiting_for_more_tasks_to_complete\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class waiting_for_more_tasks_to_complete:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L289_C0\", \"label\": \"do_nothing_semaphore\", \"type\": \"function\", \"loc\": [289, 290], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0518, 0.0004, 0, 0.66, 0.4272, 334, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"do_nothing_semaphore\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def do_nothing_semaphore():\\n yield\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L290_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [290, 290], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L289_C0\", \"vector\": [8, 1, 0.0518, 0.0002, 1, 0.67, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L294_C0\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [294, 294], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0526, 0.0002, 0, 0.66, 0.4369, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L302_C0\", \"label\": \"task_decorator\", \"type\": \"class\", \"loc\": [302, 336], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.057, 0.0063, 0, 0.66, 0.4466, 925, 0, 2, 0, 0, 186, 0, 5], \"semantic\": {\"name\": \"task_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class task_decorator(object):\\n\\n \\\"\\\"\\\"\\n Forwards to functions within Task\\n \\\"\\\"\\\"\\n\\n def __init__(self, *decoratorArgs, **decoratorNamedArgs):\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L304_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [304, 306], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L302_C0\", \"vector\": [8, 1, 0.0545, 0.0005, 1, 0.94, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Forwards to functions within Task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L308_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [308, 313], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L302_C0\", \"vector\": [2, 1, 0.0555, 0.0011, 1, 0.94, 0.5, 555, 0, 3, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"decoratorArgs\", \"decoratorNamedArgs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, *decoratorArgs, **decoratorNamedArgs):\\n \\\"\\\"\\\"\\n saves decorator arguments\\n \\\"\\\"\\\"\\n self.args = decoratorArgs\\n self.named_args = decoratorNamedArgs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L309_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [309, 311], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L308_C4\", \"vector\": [8, 2, 0.0554, 0.0005, 2, 0.65, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n saves decorator arguments\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L312_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [312, 312], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L308_C4\", \"vector\": [14, 2, 0.0558, 0.0002, 2, 0.65, 0.5, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = decoratorArgs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L313_C8\", \"label\": \"self.named_args =\", \"type\": \"assigned_variable\", \"loc\": [313, 313], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L308_C4\", \"vector\": [14, 2, 0.056, 0.0002, 2, 0.65, 1.0, 526, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.named_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.named_args = decoratorNamedArgs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"label\": \"__call__\", \"type\": \"function\", \"loc\": [315, 336], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L302_C0\", \"vector\": [2, 1, 0.0582, 0.0039, 1, 0.94, 1.0, 319, 0, 2, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"__call__\", \"arg_names\": [\"self\", \"task_func\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __call__(self, task_func):\\n \\\"\\\"\\\"\\n calls func in task with the same name as the class\\n \\\"\\\"\\\"\\n # add task to main pipeline\\n # check for duplicate tasks inside _create_task\\n task = main_pipeline._create_task(task_func)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L316_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [316, 318], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [8, 2, 0.0567, 0.0005, 2, 0.17, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n calls func in task with the same name as the class\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L321_C8\", \"label\": \"task = _create_task()\", \"type\": \"assigned_variable\", \"loc\": [321, 321], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [14, 2, 0.0574, 0.0002, 2, 0.17, 0.1667, 305, 3, 1, 0, 0, 946, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_task\", \"annotation\": \"\"}, \"snippet\": \" task = main_pipeline._create_task(task_func)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L326_C8\", \"label\": \"task_decorator_function = getattr()\", \"type\": \"assigned_variable\", \"loc\": [326, 326], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [14, 2, 0.0583, 0.0002, 2, 0.17, 0.3333, 519, 3, 2, 0, 0, 121, 10, 1], \"semantic\": {\"name\": \"task_decorator_function\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"getattr\", \"annotation\": \"\"}, \"snippet\": \" task_decorator_function = getattr(task, \\\"_decorator_\\\" + self.__class__.__name__)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L327_C8\", \"label\": \"task.created_via_decorator =\", \"type\": \"assigned_variable\", \"loc\": [327, 327], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [14, 2, 0.0585, 0.0002, 2, 0.17, 0.5, 674, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"task.created_via_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.created_via_decorator = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L329_C8\", \"label\": \"task.description_with_args_placeholder = replace()\", \"type\": \"assigned_variable\", \"loc\": [329, 330], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [14, 2, 0.0589, 0.0004, 2, 0.17, 0.6667, 495, 3, 3, 0, 0, 293, 10, 2], \"semantic\": {\"name\": \"task.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"replace\", \"annotation\": \"\"}, \"snippet\": \" task.description_with_args_placeholder = task._get_decorated_function(\\n ).replace(\\\"...\\\", \\\"%s\\\", 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L331_C8\", \"label\": \"task_decorator_function()\", \"type\": \"expression\", \"loc\": [331, 331], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [8, 2, 0.0592, 0.0002, 2, 0.17, 0.8333, 519, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task_decorator_function\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"task_decorator_function\", \"annotation\": \"\"}, \"snippet\": \" task_decorator_function(*self.args, **self.named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L336_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [336, 336], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L315_C4\", \"vector\": [13, 2, 0.0601, 0.0002, 2, 0.17, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task_func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L342_C0\", \"label\": \"follows\", \"type\": \"class\", \"loc\": [342, 343], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0612, 0.0004, 0, 0.66, 0.4563, 700, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"follows\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class follows(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L346_C0\", \"label\": \"files\", \"type\": \"class\", \"loc\": [346, 347], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0619, 0.0004, 0, 0.66, 0.466, 598, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class files(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L353_C0\", \"label\": \"split\", \"type\": \"class\", \"loc\": [353, 354], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0632, 0.0004, 0, 0.66, 0.4757, 908, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"split\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class split(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L357_C0\", \"label\": \"transform\", \"type\": \"class\", \"loc\": [357, 358], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0639, 0.0004, 0, 0.66, 0.4854, 48, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class transform(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L361_C0\", \"label\": \"subdivide\", \"type\": \"class\", \"loc\": [361, 367], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0651, 0.0013, 0, 0.66, 0.4951, 705, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"subdivide\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class subdivide(task_decorator):\\n\\n \\\"\\\"\\\"\\n Splits a each set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n \\\"\\\"\\\"\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L363_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [363, 366], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L361_C0\", \"vector\": [8, 1, 0.0652, 0.0007, 1, 0.01, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Splits a each set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L370_C0\", \"label\": \"originate\", \"type\": \"class\", \"loc\": [370, 371], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0662, 0.0004, 0, 0.66, 0.5049, 928, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"originate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class originate(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L374_C0\", \"label\": \"merge\", \"type\": \"class\", \"loc\": [374, 375], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0669, 0.0004, 0, 0.66, 0.5146, 491, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"merge\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class merge(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L378_C0\", \"label\": \"posttask\", \"type\": \"class\", \"loc\": [378, 379], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0677, 0.0004, 0, 0.66, 0.5243, 385, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"posttask\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class posttask(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L382_C0\", \"label\": \"jobs_limit\", \"type\": \"class\", \"loc\": [382, 383], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0684, 0.0004, 0, 0.66, 0.534, 769, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"jobs_limit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class jobs_limit(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L389_C0\", \"label\": \"collate\", \"type\": \"class\", \"loc\": [389, 390], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0696, 0.0004, 0, 0.66, 0.5437, 428, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"collate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class collate(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L393_C0\", \"label\": \"active_if\", \"type\": \"class\", \"loc\": [393, 394], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0703, 0.0004, 0, 0.66, 0.5534, 969, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"active_if\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class active_if(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L401_C0\", \"label\": \"check_if_uptodate\", \"type\": \"class\", \"loc\": [401, 402], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0718, 0.0004, 0, 0.66, 0.5631, 740, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"check_if_uptodate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class check_if_uptodate(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L405_C0\", \"label\": \"parallel\", \"type\": \"class\", \"loc\": [405, 406], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0725, 0.0004, 0, 0.66, 0.5728, 551, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"parallel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class parallel(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L409_C0\", \"label\": \"graphviz\", \"type\": \"class\", \"loc\": [409, 410], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0732, 0.0004, 0, 0.66, 0.5825, 578, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"graphviz\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class graphviz(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L417_C0\", \"label\": \"files_re\", \"type\": \"class\", \"loc\": [417, 418], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0746, 0.0004, 0, 0.66, 0.5922, 607, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"files_re\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class files_re(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L431_C0\", \"label\": \"mkdir\", \"type\": \"class\", \"loc\": [431, 434], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0773, 0.0007, 0, 0.66, 0.6019, 853, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class mkdir(task_decorator):\\n # def __init__ (self, *args):\\n # self.args = args\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L443_C0\", \"label\": \"touch_file\", \"type\": \"class\", \"loc\": [443, 446], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0795, 0.0007, 0, 0.66, 0.6117, 927, 0, 1, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"touch_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class touch_file(object):\\n\\n def __init__(self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L445_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [445, 446], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L443_C0\", \"vector\": [2, 1, 0.0796, 0.0004, 1, 0.64, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L446_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [446, 446], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L445_C4\", \"vector\": [14, 2, 0.0797, 0.0002, 2, 0.56, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L461_C0\", \"label\": \"generic_job_descriptor\", \"type\": \"function\", \"loc\": [461, 466], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0829, 0.0011, 0, 0.66, 0.6214, 926, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"generic_job_descriptor\", \"arg_names\": [\"unglobbed_params\", \"verbose_abbreviated_path\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def generic_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\\n if unglobbed_params in ([], None):\\n m = \\\"Job\\\"\\n else:\\n m = \\\"Job = %s\\\" % ignore_unknown_encoder(unglobbed_params)\\n return m, [m]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L462_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [462, 465], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L461_C0\", \"vector\": [4, 1, 0.0829, 0.0007, 1, 0.62, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if unglobbed_params in ([], None):\\n m = \\\"Job\\\"\\n else:\\n m = \\\"Job = %s\\\" % ignore_unknown_encoder(unglobbed_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L463_C8\", \"label\": \"m =\", \"type\": \"assigned_variable\", \"loc\": [463, 463], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L462_C4\", \"vector\": [14, 2, 0.0828, 0.0002, 2, 0.74, 0.0, 711, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" m = \\\"Job\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L465_C8\", \"label\": \"m =\", \"type\": \"assigned_variable\", \"loc\": [465, 465], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L462_C4\", \"vector\": [14, 2, 0.0831, 0.0002, 2, 0.74, 1.0, 711, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" m = \\\"Job = %s\\\" % ignore_unknown_encoder(unglobbed_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L466_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [466, 466], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L461_C0\", \"vector\": [13, 1, 0.0833, 0.0002, 1, 0.62, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return m, [m]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L469_C0\", \"label\": \"io_files_job_descriptor\", \"type\": \"function\", \"loc\": [469, 478], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0846, 0.0018, 0, 0.66, 0.6311, 868, 0, 3, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"io_files_job_descriptor\", \"arg_names\": [\"unglobbed_params\", \"verbose_abbreviated_path\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def io_files_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\\n extra_param = \\\", \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\\\\n if len(unglobbed_params) > 2 else \\\"\\\"\\n out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 1 else \\\"??\\\"\\n in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 0 else \\\"??\\\"\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L470_C4\", \"label\": \"extra_param =\", \"type\": \"assigned_variable\", \"loc\": [470, 471], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L469_C0\", \"vector\": [14, 1, 0.0841, 0.0004, 1, 0.87, 0.0, 912, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extra_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" extra_param = \\\", \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\\\\n if len(unglobbed_params) > 2 else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L472_C4\", \"label\": \"out_param =\", \"type\": \"assigned_variable\", \"loc\": [472, 473], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L469_C0\", \"vector\": [14, 1, 0.0845, 0.0004, 1, 0.87, 0.3333, 49, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"out_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 1 else \\\"??\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L474_C4\", \"label\": \"in_param =\", \"type\": \"assigned_variable\", \"loc\": [474, 475], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L469_C0\", \"vector\": [14, 1, 0.0848, 0.0004, 1, 0.87, 0.6667, 450, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"in_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 0 else \\\"??\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L477_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [477, 478], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L469_C0\", \"vector\": [13, 1, 0.0854, 0.0004, 1, 0.87, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return (\\\"Job = [%s -> %s%s]\\\" % (in_param, out_param, extra_param),\\n [\\\"Job = [%s\\\" % in_param, \\\"-> \\\" + out_param + extra_param + \\\"]\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"label\": \"io_files_one_to_many_job_descriptor\", \"type\": \"function\", \"loc\": [481, 510], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0886, 0.0054, 0, 0.66, 0.6408, 250, 0, 3, 1, 0, 0, 0, 14], \"semantic\": {\"name\": \"io_files_one_to_many_job_descriptor\", \"arg_names\": [\"unglobbed_params\", \"verbose_abbreviated_path\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def io_files_one_to_many_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\\n\\n extra_param = \\\", \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\\\\n if len(unglobbed_params) > 2 else \\\"\\\"\\n out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 1 else \\\"??\\\"\\n in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 0 else \\\"??\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L483_C4\", \"label\": \"extra_param =\", \"type\": \"assigned_variable\", \"loc\": [483, 484], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [14, 1, 0.0864, 0.0004, 1, 0.3, 0.0, 912, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extra_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" extra_param = \\\", \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1] \\\\\\n if len(unglobbed_params) > 2 else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L485_C4\", \"label\": \"out_param =\", \"type\": \"assigned_variable\", \"loc\": [485, 486], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [14, 1, 0.0868, 0.0004, 1, 0.3, 0.1667, 49, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"out_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" out_param = shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 1 else \\\"??\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L487_C4\", \"label\": \"in_param =\", \"type\": \"assigned_variable\", \"loc\": [487, 488], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [14, 1, 0.0871, 0.0004, 1, 0.3, 0.3333, 450, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"in_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" in_param = shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path) \\\\\\n if len(unglobbed_params) > 0 else \\\"??\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L491_C4\", \"label\": \"ret_params =\", \"type\": \"assigned_variable\", \"loc\": [491, 491], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [14, 1, 0.0878, 0.0002, 1, 0.3, 0.5, 862, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"ret_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ret_params = [\\\"Job = [%s\\\" % in_param]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L495_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [495, 500], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [4, 1, 0.0889, 0.0011, 1, 0.3, 0.6667, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unglobbed_params) > 1:\\n if isinstance(unglobbed_params[1], (list, tuple)):\\n ret_params.extend(\\n \\\"-> \\\" + shorten_filenames_encoder(p, verbose_abbreviated_path) for p in unglobbed_params[1])\\n else:\\n ret_params.append(\\\"-> \\\" + out_param)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L496_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [496, 500], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L495_C4\", \"vector\": [4, 2, 0.089, 0.0009, 2, 0.93, 0.0, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(unglobbed_params[1], (list, tuple)):\\n ret_params.extend(\\n \\\"-> \\\" + shorten_filenames_encoder(p, verbose_abbreviated_path) for p in unglobbed_params[1])\\n else:\\n ret_params.append(\\\"-> \\\" + out_param)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L497_C12\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [497, 498], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L496_C8\", \"vector\": [8, 3, 0.0889, 0.0004, 3, 0.39, 0.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" ret_params.extend(\\n \\\"-> \\\" + shorten_filenames_encoder(p, verbose_abbreviated_path) for p in unglobbed_params[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L500_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [500, 500], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L496_C8\", \"vector\": [8, 3, 0.0894, 0.0002, 3, 0.39, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" ret_params.append(\\\"-> \\\" + out_param)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L503_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [503, 505], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [4, 1, 0.0901, 0.0005, 1, 0.3, 0.8333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unglobbed_params) > 2:\\n ret_params.append(\\n \\\" , \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L504_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [504, 505], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L503_C4\", \"vector\": [8, 2, 0.0902, 0.0004, 2, 0.1, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" ret_params.append(\\n \\\" , \\\" + shorten_filenames_encoder(unglobbed_params[2:], verbose_abbreviated_path)[1:-1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L510_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [510, 510], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L481_C0\", \"vector\": [13, 1, 0.0912, 0.0002, 1, 0.3, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return (\\\"Job = [%s -> %s%s]\\\" % (in_param, out_param, extra_param), ret_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L513_C0\", \"label\": \"mkdir_job_descriptor\", \"type\": \"function\", \"loc\": [513, 521], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0924, 0.0016, 0, 0.66, 0.6505, 440, 0, 3, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"mkdir_job_descriptor\", \"arg_names\": [\"unglobbed_params\", \"verbose_abbreviated_path\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def mkdir_job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data):\\n # input, output and parameters\\n if len(unglobbed_params) == 1:\\n m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path))\\n elif len(unglobbed_params) == 2:\\n m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path))\\n else:\\n return [], []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L515_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [515, 520], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L513_C0\", \"vector\": [4, 1, 0.0925, 0.0011, 1, 0.4, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unglobbed_params) == 1:\\n m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path))\\n elif len(unglobbed_params) == 2:\\n m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path))\\n else:\\n return [], []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L516_C8\", \"label\": \"m =\", \"type\": \"assigned_variable\", \"loc\": [516, 516], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L515_C4\", \"vector\": [14, 2, 0.0922, 0.0002, 2, 0.65, 0.0, 711, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[0], verbose_abbreviated_path))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L517_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [517, 520], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L515_C4\", \"vector\": [4, 2, 0.0927, 0.0007, 2, 0.65, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif len(unglobbed_params) == 2:\\n m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path))\\n else:\\n return [], []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L518_C8\", \"label\": \"m =\", \"type\": \"assigned_variable\", \"loc\": [518, 518], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L517_C4\", \"vector\": [14, 3, 0.0926, 0.0002, 3, 0.25, 0.0, 711, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" m = \\\"Make directories %s\\\" % (shorten_filenames_encoder(unglobbed_params[1], verbose_abbreviated_path))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L520_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [520, 520], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L517_C4\", \"vector\": [13, 3, 0.093, 0.0002, 3, 0.25, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [], []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L521_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [521, 521], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L513_C0\", \"vector\": [13, 1, 0.0931, 0.0002, 1, 0.4, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return m, [m]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L535_C0\", \"label\": \"job_wrapper_generic\", \"type\": \"function\", \"loc\": [535, 540], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.0961, 0.0011, 0, 0.66, 0.6602, 196, 0, 4, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"job_wrapper_generic\", \"arg_names\": [\"params\", \"user_defined_work_func\", \"register_cleanup\", \"touch_files_only\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def job_wrapper_generic(params, user_defined_work_func, register_cleanup, touch_files_only):\\n \\\"\\\"\\\"\\n run func\\n \\\"\\\"\\\"\\n assert(user_defined_work_func)\\n return user_defined_work_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L536_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [536, 538], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L535_C0\", \"vector\": [8, 1, 0.096, 0.0005, 1, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n run func\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L540_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [540, 540], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L535_C0\", \"vector\": [13, 1, 0.0965, 0.0002, 1, 0.24, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return user_defined_work_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L549_C0\", \"label\": \"job_wrapper_io_files\", \"type\": \"function\", \"loc\": [549, 618], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1043, 0.0125, 0, 0.66, 0.6699, 785, 0, 5, 0, 0, 0, 0, 15], \"semantic\": {\"name\": \"job_wrapper_io_files\", \"arg_names\": [\"params\", \"user_defined_work_func\", \"register_cleanup\", \"touch_files_only\", \"output_files_only\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def job_wrapper_io_files(params, user_defined_work_func, register_cleanup, touch_files_only,\\n output_files_only=False):\\n \\\"\\\"\\\"\\n run func on any i/o if not up to date\\n \\\"\\\"\\\"\\n assert(user_defined_work_func)\\n\\n i, o = params[0:2]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L551_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [551, 553], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L549_C0\", \"vector\": [8, 1, 0.0987, 0.0005, 1, 0.55, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n run func on any i/o if not up to date\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L556_C4\", \"label\": \"i, o =\", \"type\": \"assigned_variable\", \"loc\": [556, 556], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L549_C0\", \"vector\": [14, 1, 0.0994, 0.0002, 1, 0.55, 0.3333, 183, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"i, o\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" i, o = params[0:2]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L558_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [558, 603], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L549_C0\", \"vector\": [4, 1, 0.1038, 0.0082, 1, 0.55, 0.6667, 0, 0, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if touch_files_only == 0:\\n # @originate only uses output files\\n if output_files_only:\\n ret_val = user_defined_work_func(*(params[1:]))\\n # all other decorators\\n else:\\n try:\\n ret_val = user_defined_work_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L560_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [560, 578], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L558_C4\", \"vector\": [4, 2, 0.1017, 0.0034, 2, 0.05, 0.0, 0, 2, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if output_files_only:\\n ret_val = user_defined_work_func(*(params[1:]))\\n # all other decorators\\n else:\\n try:\\n ret_val = user_defined_work_func(*params)\\n # EXTRA pipeline_run DEBUGGING\\n if EXTRA_PIPELINERUN_DEBUGGING:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L561_C12\", \"label\": \"ret_val = user_defined_work_func()\", \"type\": \"assigned_variable\", \"loc\": [561, 561], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L560_C8\", \"vector\": [14, 3, 0.1003, 0.0002, 3, 0.56, 0.0, 876, 3, 1, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"ret_val\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"user_defined_work_func\", \"annotation\": \"\"}, \"snippet\": \" ret_val = user_defined_work_func(*(params[1:]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L564_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [564, 578], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L560_C8\", \"vector\": [7, 3, 0.1021, 0.0027, 3, 0.56, 1.0, 0, 0, 2, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n ret_val = user_defined_work_func(*params)\\n # EXTRA pipeline_run DEBUGGING\\n if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"w\\\" * 36 + \\\"[[ task() done ]]\\\" + \\\"w\\\" * 27 + \\\"\\\\n\\\")\\n except KeyboardInterrupt as e:\\n # Reraise KeyboardInterrupt as a normal Exception\\n # EXTRA pipeline_run DEBUGGING\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L565_C16\", \"label\": \"ret_val = user_defined_work_func()\", \"type\": \"assigned_variable\", \"loc\": [565, 565], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L564_C12\", \"vector\": [14, 4, 0.101, 0.0002, 4, 0.92, 0.0, 876, 3, 1, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"ret_val\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"user_defined_work_func\", \"annotation\": \"\"}, \"snippet\": \" ret_val = user_defined_work_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L567_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [567, 568], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L564_C12\", \"vector\": [4, 4, 0.1014, 0.0004, 4, 0.92, 1.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"w\\\" * 36 + \\\"[[ task() done ]]\\\" + \\\"w\\\" * 27 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L568_C20\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [568, 568], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L567_C16\", \"vector\": [8, 5, 0.1015, 0.0002, 5, 0.67, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"w\\\" * 36 + \\\"[[ task() done ]]\\\" + \\\"w\\\" * 27 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L572_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [572, 574], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L564_C12\", \"vector\": [4, 4, 0.1024, 0.0005, 4, 0.92, 0.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ KeyboardInterrupt from task() ]]\\\" +\\n \\\"E\\\" * 9 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L573_C20\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [573, 574], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L572_C16\", \"vector\": [8, 5, 0.1025, 0.0004, 5, 0.94, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ KeyboardInterrupt from task() ]]\\\" +\\n \\\"E\\\" * 9 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L579_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [579, 603], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L558_C4\", \"vector\": [4, 2, 0.1056, 0.0045, 2, 0.05, 1.0, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif touch_files_only == 1:\\n # job_history = dbdict.open(RUFFUS_HISTORY_FILE, picklevalues=True)\\n\\n #\\n # Do not touch any output files which are the same as any input\\n # i.e. which are just being passed through\\n #\\n # list of input files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L587_C8\", \"label\": \"real_input_file_names = set()\", \"type\": \"assigned_variable\", \"loc\": [587, 587], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L579_C4\", \"vector\": [14, 3, 0.1049, 0.0002, 3, 0.92, 0.0, 630, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"real_input_file_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" real_input_file_names = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L588_C8\", \"label\": \"for f\", \"type\": \"for\", \"loc\": [588, 589], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L579_C4\", \"vector\": [6, 3, 0.1052, 0.0004, 3, 0.92, 0.5, 899, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"f\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for f in get_strings_in_flattened_sequence(i):\\n real_input_file_names.add(os.path.realpath(f))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L589_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [589, 589], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L588_C8\", \"vector\": [8, 4, 0.1053, 0.0002, 4, 0.27, 0.0, 241, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" real_input_file_names.add(os.path.realpath(f))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L594_C8\", \"label\": \"for f\", \"type\": \"for\", \"loc\": [594, 603], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L579_C4\", \"vector\": [6, 3, 0.107, 0.0018, 3, 0.92, 1.0, 899, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"f\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for f in get_strings_in_flattened_sequence(o):\\n\\n if os.path.realpath(f) in real_input_file_names:\\n continue\\n\\n #\\n # race condition still possible...\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L596_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [596, 597], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L594_C8\", \"vector\": [4, 4, 0.1066, 0.0004, 4, 0.69, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if os.path.realpath(f) in real_input_file_names:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L603_C16\", \"label\": \"utime()\", \"type\": \"expression\", \"loc\": [603, 603], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L594_C8\", \"vector\": [8, 4, 0.1078, 0.0002, 4, 0.69, 0.0, 384, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"utime\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"utime\", \"annotation\": \"\"}, \"snippet\": \" os.utime(f, None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L617_C4\", \"label\": \"for f\", \"type\": \"for\", \"loc\": [617, 618], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L549_C0\", \"vector\": [6, 1, 0.1104, 0.0004, 1, 0.55, 1.0, 899, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"f\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for f in get_strings_in_flattened_sequence(o):\\n register_cleanup(f, \\\"file\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L618_C8\", \"label\": \"register_cleanup()\", \"type\": \"expression\", \"loc\": [618, 618], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L617_C4\", \"vector\": [8, 2, 0.1105, 0.0002, 2, 0.97, 0.0, 158, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"register_cleanup\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"register_cleanup\", \"annotation\": \"\"}, \"snippet\": \" register_cleanup(f, \\\"file\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L626_C0\", \"label\": \"job_wrapper_output_files\", \"type\": \"function\", \"loc\": [626, 631], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1124, 0.0011, 0, 0.66, 0.6796, 133, 0, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"job_wrapper_output_files\", \"arg_names\": [\"params\", \"user_defined_work_func\", \"register_cleanup\", \"touch_files_only\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def job_wrapper_output_files(params, user_defined_work_func, register_cleanup, touch_files_only):\\n \\\"\\\"\\\"\\n run func on any output file if not up to date\\n \\\"\\\"\\\"\\n job_wrapper_io_files(params, user_defined_work_func, register_cleanup, touch_files_only,\\n output_files_only=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L627_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [627, 629], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L626_C0\", \"vector\": [8, 1, 0.1123, 0.0005, 1, 0.45, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n run func on any output file if not up to date\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L630_C4\", \"label\": \"job_wrapper_io_files()\", \"type\": \"expression\", \"loc\": [630, 631], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L626_C0\", \"vector\": [8, 1, 0.1127, 0.0004, 1, 0.45, 1.0, 785, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"job_wrapper_io_files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"job_wrapper_io_files\", \"annotation\": \"\"}, \"snippet\": \" job_wrapper_io_files(params, user_defined_work_func, register_cleanup, touch_files_only,\\n output_files_only=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L639_C0\", \"label\": \"job_wrapper_mkdir\", \"type\": \"function\", \"loc\": [639, 682], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1181, 0.0079, 0, 0.66, 0.6893, 294, 0, 4, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"job_wrapper_mkdir\", \"arg_names\": [\"params\", \"user_defined_work_func\", \"register_cleanup\", \"touch_files_only\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def job_wrapper_mkdir(params, user_defined_work_func, register_cleanup, touch_files_only):\\n \\\"\\\"\\\"\\n Make missing directories including any intermediate directories on the specified path(s)\\n \\\"\\\"\\\"\\n #\\n # Just in case, swallow file exist errors because some other makedirs\\n # might be subpath of this directory\\n # Should not be necessary because of \\\"sorted\\\" in task_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L640_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [640, 642], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L639_C0\", \"vector\": [8, 1, 0.1146, 0.0005, 1, 0.06, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Make missing directories including any intermediate directories on the specified path(s)\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L649_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [649, 657], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L639_C0\", \"vector\": [4, 1, 0.1167, 0.0016, 1, 0.06, 0.3333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(params) == 1:\\n dirs = params[0]\\n\\n # if there are two parameters, they are i/o, and the directories to be\\n # created are the output\\n elif len(params) >= 2:\\n dirs = params[1]\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L650_C8\", \"label\": \"dirs =\", \"type\": \"assigned_variable\", \"loc\": [650, 650], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L649_C4\", \"vector\": [14, 2, 0.1162, 0.0002, 2, 0.95, 0.0, 109, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"dirs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" dirs = params[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L654_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [654, 657], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L649_C4\", \"vector\": [4, 2, 0.1172, 0.0007, 2, 0.95, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif len(params) >= 2:\\n dirs = params[1]\\n else:\\n raise Exception(\\\"No arguments in mkdir check %s\\\" % (params,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L655_C8\", \"label\": \"dirs =\", \"type\": \"assigned_variable\", \"loc\": [655, 655], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L654_C4\", \"vector\": [14, 3, 0.1171, 0.0002, 3, 0.32, 0.0, 109, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"dirs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" dirs = params[1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L660_C4\", \"label\": \"dirs = get_strings_in_flattened_sequence()\", \"type\": \"assigned_variable\", \"loc\": [660, 660], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L639_C0\", \"vector\": [14, 1, 0.118, 0.0002, 1, 0.06, 0.6667, 109, 3, 1, 0, 0, 161, 10, 1], \"semantic\": {\"name\": \"dirs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_strings_in_flattened_sequence\", \"annotation\": \"\"}, \"snippet\": \" dirs = get_strings_in_flattened_sequence(dirs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L662_C4\", \"label\": \"for d\", \"type\": \"for\", \"loc\": [662, 682], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L639_C0\", \"vector\": [6, 1, 0.1201, 0.0038, 1, 0.06, 1.0, 355, 2, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"d\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for d in dirs:\\n try:\\n # Please email the authors if an uncaught exception is raised here\\n os.makedirs(d)\\n register_cleanup(d, \\\"makedirs\\\")\\n except:\\n #\\n # ignore exception if\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L663_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [663, 682], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L662_C4\", \"vector\": [7, 2, 0.1202, 0.0036, 2, 0.11, 0.0, 0, 0, 1, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n # Please email the authors if an uncaught exception is raised here\\n os.makedirs(d)\\n register_cleanup(d, \\\"makedirs\\\")\\n except:\\n #\\n # ignore exception if\\n # exception == OSError + \\\"File exists\\\" or // Linux\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L665_C12\", \"label\": \"makedirs()\", \"type\": \"expression\", \"loc\": [665, 665], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L663_C8\", \"vector\": [8, 3, 0.1189, 0.0002, 3, 0.87, 0.0, 349, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"makedirs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"makedirs\", \"annotation\": \"\"}, \"snippet\": \" os.makedirs(d)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L666_C12\", \"label\": \"register_cleanup()\", \"type\": \"expression\", \"loc\": [666, 666], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L663_C8\", \"vector\": [8, 3, 0.1191, 0.0002, 3, 0.87, 1.0, 158, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"register_cleanup\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"register_cleanup\", \"annotation\": \"\"}, \"snippet\": \" register_cleanup(d, \\\"makedirs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L675_C12\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [675, 675], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L663_C8\", \"vector\": [14, 3, 0.1207, 0.0002, 3, 0.87, 0.0, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L677_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [677, 681], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L663_C8\", \"vector\": [4, 3, 0.1214, 0.0009, 3, 0.87, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"File exists\\\" in str(exceptionValue):\\n continue\\n # exceptionType == WindowsError and\\n elif \\\"file already exists\\\" in str(exceptionValue):\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L680_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [680, 681], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L677_C12\", \"vector\": [4, 4, 0.1216, 0.0004, 4, 0.71, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif \\\"file already exists\\\" in str(exceptionValue):\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L690_C0\", \"label\": \"JOB_ERROR =\", \"type\": \"assigned_variable\", \"loc\": [690, 690], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.1233, 0.0002, 0, 0.66, 0.699, 767, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"JOB_ERROR\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"JOB_ERROR = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L691_C0\", \"label\": \"JOB_SIGNALLED_BREAK =\", \"type\": \"assigned_variable\", \"loc\": [691, 691], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.1235, 0.0002, 0, 0.66, 0.7087, 872, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"JOB_SIGNALLED_BREAK\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"JOB_SIGNALLED_BREAK = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L692_C0\", \"label\": \"JOB_UP_TO_DATE =\", \"type\": \"assigned_variable\", \"loc\": [692, 692], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.1237, 0.0002, 0, 0.66, 0.7184, 109, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"JOB_UP_TO_DATE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"JOB_UP_TO_DATE = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L693_C0\", \"label\": \"JOB_COMPLETED =\", \"type\": \"assigned_variable\", \"loc\": [693, 693], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.1239, 0.0002, 0, 0.66, 0.7282, 55, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"JOB_COMPLETED\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"JOB_COMPLETED = 3\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L705_C0\", \"label\": \"t_job_result = namedtuple()\", \"type\": \"assigned_variable\", \"loc\": [705, 713], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.1267, 0.0016, 0, 0.66, 0.7379, 222, 3, 3, 0, 0, 829, 10, 1], \"semantic\": {\"name\": \"t_job_result\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"namedtuple\", \"annotation\": \"\"}, \"snippet\": \"t_job_result = namedtuple('t_job_result',\\n 'task_name '\\n 'node_index state '\\n 'job_name '\\n 'return_value '\\n 'exception '\\n 'params '\\n 'unglobbed_params ',\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L721_C0\", \"label\": \"run_pooled_job_without_exceptions\", \"type\": \"function\", \"loc\": [721, 796], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1356, 0.0136, 0, 0.66, 0.7476, 357, 0, 1, 1, 0, 0, 0, 15], \"semantic\": {\"name\": \"run_pooled_job_without_exceptions\", \"arg_names\": [\"process_parameters\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def run_pooled_job_without_exceptions(process_parameters):\\n \\\"\\\"\\\"\\n handles running jobs in parallel\\n Make sure exceptions are caught here:\\n Otherwise, these will kill the thread/process\\n return any exceptions which will be rethrown at the other end:\\n See RethrownJobError / run_all_jobs_in_task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L722_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [722, 728], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L721_C0\", \"vector\": [8, 1, 0.1296, 0.0013, 1, 0.73, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n handles running jobs in parallel\\n Make sure exceptions are caught here:\\n Otherwise, these will kill the thread/process\\n return any exceptions which will be rethrown at the other end:\\n See RethrownJobError / run_all_jobs_in_task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L730_C4\", \"label\": \"params, unglobbed_params, task_name, node_index, job_name, job_wrapper, user_defined_work_func, job_limit_semaphore, death_event, touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [730, 731], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L721_C0\", \"vector\": [14, 1, 0.1306, 0.0004, 1, 0.73, 0.3333, 802, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"params, unglobbed_params, task_name, node_index, job_name, job_wrapper, user_defined_work_func, job_limit_semaphore, death_event, touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" (params, unglobbed_params, task_name, node_index, job_name, job_wrapper, user_defined_work_func,\\n job_limit_semaphore, death_event, touch_files_only) = process_parameters\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L740_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [740, 741], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L721_C0\", \"vector\": [4, 1, 0.1324, 0.0004, 1, 0.73, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if job_limit_semaphore is None:\\n job_limit_semaphore = do_nothing_semaphore()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L741_C8\", \"label\": \"job_limit_semaphore = do_nothing_semaphore()\", \"type\": \"assigned_variable\", \"loc\": [741, 741], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L740_C4\", \"vector\": [14, 2, 0.1325, 0.0002, 2, 0.55, 0.0, 594, 3, 0, 0, 0, 334, 10, 1], \"semantic\": {\"name\": \"job_limit_semaphore\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"do_nothing_semaphore\", \"annotation\": \"\"}, \"snippet\": \" job_limit_semaphore = do_nothing_semaphore()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [743, 796], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L721_C0\", \"vector\": [7, 1, 0.1376, 0.0097, 1, 0.73, 1.0, 0, 0, 2, 0, 0, 0, 0, 14], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n with job_limit_semaphore:\\n # EXTRA pipeline_run DEBUGGING\\n if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\">\\\" * 36 + \\\"[[ job_wrapper ]]\\\" + \\\">\\\" * 27 + \\\"\\\\n\\\")\\n return_value = job_wrapper(params, user_defined_work_func,\\n register_cleanup, touch_files_only)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L746_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [746, 747], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1334, 0.0004, 2, 0.71, 0.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\">\\\" * 36 + \\\"[[ job_wrapper ]]\\\" + \\\">\\\" * 27 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L747_C16\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [747, 747], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L746_C12\", \"vector\": [8, 3, 0.1335, 0.0002, 3, 0.53, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\">\\\" * 36 + \\\"[[ job_wrapper ]]\\\" + \\\">\\\" * 27 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L748_C12\", \"label\": \"return_value = job_wrapper()\", \"type\": \"assigned_variable\", \"loc\": [748, 749], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [14, 2, 0.1338, 0.0004, 2, 0.71, 0.3333, 271, 3, 4, 0, 0, 402, 10, 1], \"semantic\": {\"name\": \"return_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"job_wrapper\", \"annotation\": \"\"}, \"snippet\": \" return_value = job_wrapper(params, user_defined_work_func,\\n register_cleanup, touch_files_only)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L757_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [757, 758], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1354, 0.0004, 2, 0.71, 0.6667, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"<\\\" * 36 + \\\"[[ job_wrapper done ]]\\\" + \\\"<\\\" * 22 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L758_C16\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [758, 758], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L757_C12\", \"vector\": [8, 3, 0.1355, 0.0002, 3, 0.67, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"<\\\" * 36 + \\\"[[ job_wrapper done ]]\\\" + \\\"<\\\" * 22 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L759_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [759, 760], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [13, 2, 0.1358, 0.0004, 2, 0.71, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_job_result(task_name, node_index, JOB_COMPLETED, job_name, return_value, None,\\n params, unglobbed_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L765_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [765, 766], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1368, 0.0004, 2, 0.71, 0.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ KeyboardInterrupt ]]\\\" + \\\"E\\\" * 21 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L766_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [766, 766], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L765_C8\", \"vector\": [8, 3, 0.1369, 0.0002, 3, 0.09, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ KeyboardInterrupt ]]\\\" + \\\"E\\\" * 21 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L767_C8\", \"label\": \"set()\", \"type\": \"expression\", \"loc\": [767, 767], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [8, 2, 0.1371, 0.0002, 2, 0.71, 1.0, 21, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"set\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" death_event.set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L771_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [771, 772], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1379, 0.0004, 2, 0.71, 0.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if EXTRA_PIPELINERUN_DEBUGGING:\\n sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ Other Interrupt ]]\\\" + \\\"E\\\" * 23 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L772_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [772, 772], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L771_C8\", \"vector\": [8, 3, 0.138, 0.0002, 3, 0.04, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" sys.stderr.write(\\\"E\\\" * 36 + \\\"[[ Other Interrupt ]]\\\" + \\\"E\\\" * 23 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L777_C8\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [777, 777], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [14, 2, 0.1389, 0.0002, 2, 0.71, 0.1429, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L778_C8\", \"label\": \"exception_stack = format_exc()\", \"type\": \"assigned_variable\", \"loc\": [778, 778], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [14, 2, 0.1391, 0.0002, 2, 0.71, 0.2857, 239, 3, 0, 0, 0, 92, 10, 1], \"semantic\": {\"name\": \"exception_stack\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"format_exc\", \"annotation\": \"\"}, \"snippet\": \" exception_stack = traceback.format_exc()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L779_C8\", \"label\": \"exception_name =\", \"type\": \"assigned_variable\", \"loc\": [779, 779], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [14, 2, 0.1393, 0.0002, 2, 0.71, 0.4286, 23, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L780_C8\", \"label\": \"exception_value = str()\", \"type\": \"assigned_variable\", \"loc\": [780, 780], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [14, 2, 0.1394, 0.0002, 2, 0.71, 0.5714, 198, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" exception_value = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L781_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [781, 782], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1397, 0.0004, 2, 0.71, 0.7143, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(exception_value):\\n exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L782_C12\", \"label\": \"exception_value =\", \"type\": \"assigned_variable\", \"loc\": [782, 782], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L781_C8\", \"vector\": [14, 3, 0.1398, 0.0002, 3, 0.48, 0.0, 198, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L784_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [784, 790], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [4, 2, 0.1407, 0.0013, 2, 0.71, 0.8571, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if exceptionType == Ruffus_Keyboard_Interrupt_Exception:\\n death_event.set()\\n job_state = JOB_SIGNALLED_BREAK\\n elif exceptionType == JobSignalledBreak:\\n job_state = JOB_SIGNALLED_BREAK\\n else:\\n job_state = JOB_ERROR\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L785_C12\", \"label\": \"set()\", \"type\": \"expression\", \"loc\": [785, 785], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L784_C8\", \"vector\": [8, 3, 0.1403, 0.0002, 3, 0.23, 0.0, 21, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"set\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" death_event.set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L786_C12\", \"label\": \"job_state =\", \"type\": \"assigned_variable\", \"loc\": [786, 786], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L784_C8\", \"vector\": [14, 3, 0.1405, 0.0002, 3, 0.23, 0.5, 211, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"job_state\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_state = JOB_SIGNALLED_BREAK\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L787_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [787, 790], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L784_C8\", \"vector\": [4, 3, 0.141, 0.0007, 3, 0.23, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif exceptionType == JobSignalledBreak:\\n job_state = JOB_SIGNALLED_BREAK\\n else:\\n job_state = JOB_ERROR\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L788_C12\", \"label\": \"job_state =\", \"type\": \"assigned_variable\", \"loc\": [788, 788], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L787_C8\", \"vector\": [14, 4, 0.1409, 0.0002, 4, 0.42, 0.0, 211, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"job_state\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_state = JOB_SIGNALLED_BREAK\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L790_C12\", \"label\": \"job_state =\", \"type\": \"assigned_variable\", \"loc\": [790, 790], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L787_C8\", \"vector\": [14, 4, 0.1412, 0.0002, 4, 0.42, 1.0, 211, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"job_state\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_state = JOB_ERROR\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L791_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [791, 796], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L743_C4\", \"vector\": [13, 2, 0.1418, 0.0011, 2, 0.71, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_job_result(task_name, node_index, job_state, job_name, None,\\n [task_name,\\n job_name,\\n exception_name,\\n exception_value,\\n exception_stack], params, unglobbed_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L813_C0\", \"label\": \"register_cleanup\", \"type\": \"function\", \"loc\": [813, 814], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1454, 0.0004, 0, 0.66, 0.7573, 158, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"register_cleanup\", \"arg_names\": [\"file_name\", \"operation\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def register_cleanup(file_name, operation):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L823_C0\", \"label\": \"get_name_from_args\", \"type\": \"function\", \"loc\": [823, 829], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1477, 0.0013, 0, 0.66, 0.767, 917, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"get_name_from_args\", \"arg_names\": [\"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_name_from_args(named_args):\\n if \\\"name\\\" in named_args:\\n name = named_args[\\\"name\\\"]\\n del named_args[\\\"name\\\"]\\n return name\\n else:\\n return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L824_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [824, 829], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L823_C0\", \"vector\": [4, 1, 0.1477, 0.0011, 1, 0.31, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"name\\\" in named_args:\\n name = named_args[\\\"name\\\"]\\n del named_args[\\\"name\\\"]\\n return name\\n else:\\n return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L825_C8\", \"label\": \"name =\", \"type\": \"assigned_variable\", \"loc\": [825, 825], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L824_C4\", \"vector\": [14, 2, 0.1475, 0.0002, 2, 0.63, 0.0, 57, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" name = named_args[\\\"name\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L827_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [827, 827], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L824_C4\", \"vector\": [13, 2, 0.1478, 0.0002, 2, 0.63, 0.5, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L829_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [829, 829], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L824_C4\", \"vector\": [13, 2, 0.1482, 0.0002, 2, 0.63, 1.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"label\": \"Pipeline\", \"type\": \"class\", \"loc\": [838, 1348], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.1954, 0.0913, 0, 0.66, 0.7767, 56, 0, 28, 0, 0, 827, 0, 66], \"semantic\": {\"name\": \"Pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class Pipeline(dict):\\n pipelines = dict()\\n cnt_mkdir = 0\\n\\n def __init__(self, name, *arg, **kw):\\n \\\"\\\"\\\"\\n Each Ruffus Pipeline object has to have a unique name.\\n \\\"main\\\" is reserved for \\\"main_pipeline\\\", the default pipeline for all\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L839_C4\", \"label\": \"pipelines = dict()\", \"type\": \"assigned_variable\", \"loc\": [839, 839], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [14, 1, 0.15, 0.0002, 1, 0.76, 0.0, 385, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"pipelines\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" pipelines = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L840_C4\", \"label\": \"cnt_mkdir =\", \"type\": \"assigned_variable\", \"loc\": [840, 840], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [14, 1, 0.1502, 0.0002, 1, 0.76, 0.0345, 572, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_mkdir = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [842, 863], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1524, 0.0039, 1, 0.76, 0.069, 555, 0, 4, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"name\", \"arg\", \"kw\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, name, *arg, **kw):\\n \\\"\\\"\\\"\\n Each Ruffus Pipeline object has to have a unique name.\\n \\\"main\\\" is reserved for \\\"main_pipeline\\\", the default pipeline for all\\n Ruffus decorators.\\n \\\"\\\"\\\"\\n # initialise dict\\n super(Pipeline, self).__init__(*arg, **kw)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L843_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [843, 847], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [8, 2, 0.1511, 0.0009, 2, 0.5, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Each Ruffus Pipeline object has to have a unique name.\\n \\\"main\\\" is reserved for \\\"main_pipeline\\\", the default pipeline for all\\n Ruffus decorators.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L849_C8\", \"label\": \"__init__()\", \"type\": \"expression\", \"loc\": [849, 849], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [8, 2, 0.1518, 0.0002, 2, 0.5, 0.1111, 555, 3, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"__init__\", \"annotation\": \"\"}, \"snippet\": \" super(Pipeline, self).__init__(*arg, **kw)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L852_C8\", \"label\": \"self.tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [852, 852], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1523, 0.0002, 2, 0.5, 0.2222, 811, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"self.tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" self.tasks = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L853_C8\", \"label\": \"self.task_names = set()\", \"type\": \"assigned_variable\", \"loc\": [853, 853], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1525, 0.0002, 2, 0.5, 0.3333, 470, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"self.task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" self.task_names = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L856_C8\", \"label\": \"self.name =\", \"type\": \"assigned_variable\", \"loc\": [856, 856], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.153, 0.0002, 2, 0.5, 0.4444, 689, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.name = name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L857_C8\", \"label\": \"self.original_name =\", \"type\": \"assigned_variable\", \"loc\": [857, 857], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1532, 0.0002, 2, 0.5, 0.5556, 776, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.original_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.original_name = name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L858_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [858, 860], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [4, 2, 0.1536, 0.0005, 2, 0.5, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if name in Pipeline.pipelines:\\n raise Exception(\\\"Error:\\\\nDuplicate pipeline. \\\"\\n \\\"A pipeline named '%s' already exists.\\\\n\\\" % name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L861_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [861, 861], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1539, 0.0002, 2, 0.5, 0.7778, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" Pipeline.pipelines[name] = self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L862_C8\", \"label\": \"self.head_tasks =\", \"type\": \"assigned_variable\", \"loc\": [862, 862], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1541, 0.0002, 2, 0.5, 0.8889, 399, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"self.head_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.head_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L863_C8\", \"label\": \"self.tail_tasks =\", \"type\": \"assigned_variable\", \"loc\": [863, 863], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L842_C4\", \"vector\": [14, 2, 0.1543, 0.0002, 2, 0.5, 1.0, 574, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"self.tail_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.tail_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L870_C4\", \"label\": \"_create_task\", \"type\": \"function\", \"loc\": [870, 898], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.158, 0.0052, 1, 0.76, 0.1034, 946, 0, 3, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"_create_task\", \"arg_names\": [\"self\", \"task_func\", \"task_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _create_task(self, task_func, task_name=None):\\n \\\"\\\"\\\"\\n Create task with a function\\n \\\"\\\"\\\"\\n # add task to main pipeline\\n if not task_name:\\n if task_func.__module__ == \\\"__main__\\\":\\n task_name = task_func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L871_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [871, 873], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L870_C4\", \"vector\": [8, 2, 0.1559, 0.0005, 2, 0.44, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Create task with a function\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L875_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [875, 880], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L870_C4\", \"vector\": [4, 2, 0.1569, 0.0011, 2, 0.44, 0.3333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not task_name:\\n if task_func.__module__ == \\\"__main__\\\":\\n task_name = task_func.__name__\\n else:\\n task_name = str(task_func.__module__) + \\\\\\n \\\".\\\" + task_func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L876_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [876, 880], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L875_C8\", \"vector\": [4, 3, 0.157, 0.0009, 3, 0.62, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_func.__module__ == \\\"__main__\\\":\\n task_name = task_func.__name__\\n else:\\n task_name = str(task_func.__module__) + \\\\\\n \\\".\\\" + task_func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L877_C16\", \"label\": \"task_name =\", \"type\": \"assigned_variable\", \"loc\": [877, 877], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L876_C12\", \"vector\": [14, 4, 0.1568, 0.0002, 4, 0.33, 0.0, 10, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_name = task_func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L879_C16\", \"label\": \"task_name =\", \"type\": \"assigned_variable\", \"loc\": [879, 880], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L876_C12\", \"vector\": [14, 4, 0.1572, 0.0004, 4, 0.33, 1.0, 10, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_name = str(task_func.__module__) + \\\\\\n \\\".\\\" + task_func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L882_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [882, 896], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L870_C4\", \"vector\": [4, 2, 0.1589, 0.0027, 2, 0.44, 0.6667, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_name not in self:\\n task = Task(task_func, task_name, self)\\n\\n # task_name already there as the identifying task_name.\\n # If the task_func also matches everything is fine\\n elif (task_name in self.task_names and\\n self[task_name][0].user_defined_work_func == task_func):\\n task = self[task_name][0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L883_C12\", \"label\": \"task = Task()\", \"type\": \"assigned_variable\", \"loc\": [883, 883], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L882_C8\", \"vector\": [14, 3, 0.1578, 0.0002, 3, 0.1, 0.0, 305, 3, 3, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" task = Task(task_func, task_name, self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L887_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [887, 896], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L882_C8\", \"vector\": [4, 3, 0.1594, 0.0018, 3, 0.1, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif (task_name in self.task_names and\\n self[task_name][0].user_defined_work_func == task_func):\\n task = self[task_name][0]\\n\\n # If the task name is already taken but with a different function,\\n # this will blow up\\n # But if the function is being reused and with a previously different\\n # task name then OK\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L889_C12\", \"label\": \"task =\", \"type\": \"assigned_variable\", \"loc\": [889, 889], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L887_C8\", \"vector\": [14, 4, 0.1589, 0.0002, 4, 0.4, 0.0, 305, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task = self[task_name][0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L896_C12\", \"label\": \"task = Task()\", \"type\": \"assigned_variable\", \"loc\": [896, 896], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L887_C8\", \"vector\": [14, 4, 0.1602, 0.0002, 4, 0.4, 1.0, 305, 3, 3, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" task = Task(task_func, task_name, self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L898_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [898, 898], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L870_C4\", \"vector\": [13, 2, 0.1605, 0.0002, 2, 0.44, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"label\": \"_complete_task_setup\", \"type\": \"function\", \"loc\": [905, 930], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.164, 0.0046, 1, 0.76, 0.1379, 248, 0, 1, 1, 0, 0, 0, 9], \"semantic\": {\"name\": \"_complete_task_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _complete_task_setup(self):\\n \\\"\\\"\\\"\\n Finishes initialising all tasks\\n Make sure all tasks in dependency list are linked to real functions\\n \\\"\\\"\\\"\\n\\n processed_pipelines = set([self.name])\\n unprocessed_tasks = deque(self.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L906_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [906, 909], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [8, 2, 0.1622, 0.0007, 2, 0.93, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finishes initialising all tasks\\n Make sure all tasks in dependency list are linked to real functions\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L911_C8\", \"label\": \"processed_pipelines = set()\", \"type\": \"assigned_variable\", \"loc\": [911, 911], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [14, 2, 0.1629, 0.0002, 2, 0.93, 0.2, 614, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"processed_pipelines\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" processed_pipelines = set([self.name])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L912_C8\", \"label\": \"unprocessed_tasks = deque()\", \"type\": \"assigned_variable\", \"loc\": [912, 912], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [14, 2, 0.163, 0.0002, 2, 0.93, 0.4, 321, 3, 1, 0, 0, 650, 10, 1], \"semantic\": {\"name\": \"unprocessed_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"deque\", \"annotation\": \"\"}, \"snippet\": \" unprocessed_tasks = deque(self.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L913_C8\", \"label\": \"processed_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [913, 913], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [14, 2, 0.1632, 0.0002, 2, 0.93, 0.6, 157, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"processed_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" processed_tasks = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L914_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [914, 928], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [5, 2, 0.1646, 0.0027, 2, 0.93, 0.8, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while len(unprocessed_tasks):\\n task = unprocessed_tasks.popleft()\\n for ancestral_task in task.setup_task_func():\\n if ancestral_task not in processed_tasks:\\n unprocessed_tasks.append(ancestral_task)\\n processed_pipelines.add(ancestral_task.pipeline.name)\\n #\\n # some jobs single state status mirrors parent's state\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L915_C12\", \"label\": \"task = popleft()\", \"type\": \"assigned_variable\", \"loc\": [915, 915], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L914_C8\", \"vector\": [14, 3, 0.1636, 0.0002, 3, 0.17, 0.0, 305, 3, 0, 0, 0, 285, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"popleft\", \"annotation\": \"\"}, \"snippet\": \" task = unprocessed_tasks.popleft()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L916_C12\", \"label\": \"for ancestral_task\", \"type\": \"for\", \"loc\": [916, 919], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L914_C8\", \"vector\": [6, 3, 0.164, 0.0007, 3, 0.17, 0.5, 570, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"ancestral_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for ancestral_task in task.setup_task_func():\\n if ancestral_task not in processed_tasks:\\n unprocessed_tasks.append(ancestral_task)\\n processed_pipelines.add(ancestral_task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L917_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [917, 919], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L916_C12\", \"vector\": [4, 4, 0.1641, 0.0005, 4, 0.81, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ancestral_task not in processed_tasks:\\n unprocessed_tasks.append(ancestral_task)\\n processed_pipelines.add(ancestral_task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L918_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [918, 918], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L917_C16\", \"vector\": [8, 5, 0.1641, 0.0002, 5, 0.58, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" unprocessed_tasks.append(ancestral_task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L919_C20\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [919, 919], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L917_C16\", \"vector\": [8, 5, 0.1643, 0.0002, 5, 0.58, 1.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" processed_pipelines.add(ancestral_task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L926_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [926, 928], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L914_C8\", \"vector\": [4, 3, 0.1657, 0.0005, 3, 0.17, 1.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(task._is_single_job_single_output, Task):\\n task._is_single_job_single_output = \\\\\\n task._is_single_job_single_output._is_single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L927_C16\", \"label\": \"task._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [927, 928], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L926_C12\", \"vector\": [14, 4, 0.1658, 0.0004, 4, 0.49, 0.0, 399, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task._is_single_job_single_output = \\\\\\n task._is_single_job_single_output._is_single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L930_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [930, 930], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L905_C4\", \"vector\": [13, 2, 0.1662, 0.0002, 2, 0.93, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return processed_pipelines\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L937_C4\", \"label\": \"get_head_tasks\", \"type\": \"function\", \"loc\": [937, 946], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1683, 0.0018, 1, 0.76, 0.1724, 384, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"get_head_tasks\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get_head_tasks(self):\\n \\\"\\\"\\\"\\n Return tasks at the head of the pipeline,\\n i.e. with only descendants/dependants\\n N.B. Head and Tail sets can overlap\\n\\n Most of the time when self.head_tasks == [], it has been left undefined by mistake.\\n So we usually throw an exception at the point of use\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L938_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [938, 945], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L937_C4\", \"vector\": [8, 2, 0.1683, 0.0014, 2, 0.48, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Return tasks at the head of the pipeline,\\n i.e. with only descendants/dependants\\n N.B. Head and Tail sets can overlap\\n\\n Most of the time when self.head_tasks == [], it has been left undefined by mistake.\\n So we usually throw an exception at the point of use\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L946_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [946, 946], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L937_C4\", \"vector\": [13, 2, 0.1691, 0.0002, 2, 0.48, 1.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.head_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L953_C4\", \"label\": \"set_head_tasks\", \"type\": \"function\", \"loc\": [953, 958], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1708, 0.0011, 1, 0.76, 0.2069, 68, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"set_head_tasks\", \"arg_names\": [\"self\", \"head_tasks\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def set_head_tasks(self, head_tasks):\\n \\\"\\\"\\\"\\n Return tasks at the head of the pipeline,\\n i.e. with only descendants/dependants\\n \\\"\\\"\\\"\\n self.head_tasks = head_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L954_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [954, 957], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L953_C4\", \"vector\": [8, 2, 0.1708, 0.0007, 2, 0.35, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Return tasks at the head of the pipeline,\\n i.e. with only descendants/dependants\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L958_C8\", \"label\": \"self.head_tasks =\", \"type\": \"assigned_variable\", \"loc\": [958, 958], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L953_C4\", \"vector\": [14, 2, 0.1713, 0.0002, 2, 0.35, 1.0, 399, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.head_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.head_tasks = head_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L965_C4\", \"label\": \"get_tail_tasks\", \"type\": \"function\", \"loc\": [965, 975], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1734, 0.002, 1, 0.76, 0.2414, 757, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"get_tail_tasks\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get_tail_tasks(self):\\n \\\"\\\"\\\"\\n Return tasks at the tail of the pipeline,\\n i.e. without descendants/dependants\\n N.B. Head and Tail sets can overlap\\n\\n Most of the time when self.tail_tasks == [],\\n it has been left undefined by mistake.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L966_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [966, 974], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L965_C4\", \"vector\": [8, 2, 0.1734, 0.0016, 2, 0.04, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Return tasks at the tail of the pipeline,\\n i.e. without descendants/dependants\\n N.B. Head and Tail sets can overlap\\n\\n Most of the time when self.tail_tasks == [],\\n it has been left undefined by mistake.\\n So we usually throw an exception at the point of use\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L975_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [975, 975], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L965_C4\", \"vector\": [13, 2, 0.1743, 0.0002, 2, 0.04, 1.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.tail_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L982_C4\", \"label\": \"set_tail_tasks\", \"type\": \"function\", \"loc\": [982, 987], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.176, 0.0011, 1, 0.76, 0.2759, 930, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"set_tail_tasks\", \"arg_names\": [\"self\", \"tail_tasks\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def set_tail_tasks(self, tail_tasks):\\n \\\"\\\"\\\"\\n Return tasks at the tail of the pipeline,\\n i.e. with only descendants/dependants\\n \\\"\\\"\\\"\\n self.tail_tasks = tail_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L983_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [983, 986], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L982_C4\", \"vector\": [8, 2, 0.176, 0.0007, 2, 0.02, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Return tasks at the tail of the pipeline,\\n i.e. with only descendants/dependants\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L987_C8\", \"label\": \"self.tail_tasks =\", \"type\": \"assigned_variable\", \"loc\": [987, 987], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L982_C4\", \"vector\": [14, 2, 0.1764, 0.0002, 2, 0.02, 1.0, 574, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.tail_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.tail_tasks = tail_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L996_C4\", \"label\": \"set_input\", \"type\": \"function\", \"loc\": [996, 1000], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1784, 0.0009, 1, 0.76, 0.3103, 576, 0, 2, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"set_input\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def set_input(self, **args):\\n if not len(self.get_head_tasks()):\\n raise error_no_head_tasks(\\\"pipeline %s has no head tasks defined.\\\" % self.name)\\n for tt in self.get_head_tasks():\\n tt.set_input(**args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L997_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [997, 998], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L996_C4\", \"vector\": [4, 2, 0.1783, 0.0004, 2, 0.26, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(self.get_head_tasks()):\\n raise error_no_head_tasks(\\\"pipeline %s has no head tasks defined.\\\" % self.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L999_C8\", \"label\": \"for tt\", \"type\": \"for\", \"loc\": [999, 1000], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L996_C4\", \"vector\": [6, 2, 0.1787, 0.0004, 2, 0.26, 1.0, 266, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"tt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for tt in self.get_head_tasks():\\n tt.set_input(**args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1000_C12\", \"label\": \"set_input()\", \"type\": \"expression\", \"loc\": [1000, 1000], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L999_C8\", \"vector\": [8, 3, 0.1788, 0.0002, 3, 0.3, 0.0, 576, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"set_input\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set_input\", \"annotation\": \"\"}, \"snippet\": \" tt.set_input(**args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"label\": \"clone\", \"type\": \"function\", \"loc\": [1007, 1022], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1814, 0.0029, 1, 0.76, 0.3448, 911, 0, 4, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"clone\", \"arg_names\": [\"self\", \"name\", \"arg\", \"kw\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def clone(self, name, *arg, **kw):\\n\\n # setup new pipeline\\n new_pipeline = Pipeline(name, *arg, **kw)\\n\\n # set of tasks\\n new_pipeline.tasks = set(task._clone(new_pipeline) for task in self.tasks)\\n new_pipeline.task_names = set(self.task_names)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1010_C8\", \"label\": \"new_pipeline = Pipeline()\", \"type\": \"assigned_variable\", \"loc\": [1010, 1010], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1806, 0.0002, 2, 0.55, 0.0, 56, 3, 3, 0, 0, 56, 10, 1], \"semantic\": {\"name\": \"new_pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Pipeline\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline = Pipeline(name, *arg, **kw)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1013_C8\", \"label\": \"new_pipeline.tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [1013, 1013], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1811, 0.0002, 2, 0.55, 0.1667, 578, 3, 1, 0, 0, 21, 10, 2], \"semantic\": {\"name\": \"new_pipeline.tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline.tasks = set(task._clone(new_pipeline) for task in self.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1014_C8\", \"label\": \"new_pipeline.task_names = set()\", \"type\": \"assigned_variable\", \"loc\": [1014, 1014], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1813, 0.0002, 2, 0.55, 0.3333, 124, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"new_pipeline.task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline.task_names = set(self.task_names)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1017_C8\", \"label\": \"new_pipeline.original_name =\", \"type\": \"assigned_variable\", \"loc\": [1017, 1017], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1818, 0.0002, 2, 0.55, 0.5, 658, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_pipeline.original_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline.original_name = self.original_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1020_C8\", \"label\": \"new_pipeline.head_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1020, 1020], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1823, 0.0002, 2, 0.55, 0.6667, 51, 5, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_pipeline.head_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline.head_tasks = [new_pipeline[t._name] for t in self.head_tasks]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1021_C8\", \"label\": \"new_pipeline.head_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1021, 1021], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [14, 2, 0.1825, 0.0002, 2, 0.55, 0.8333, 51, 5, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_pipeline.head_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_pipeline.head_tasks = [new_pipeline[t._name] for t in self.tail_tasks]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1022_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1022, 1022], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1007_C4\", \"vector\": [13, 2, 0.1827, 0.0002, 2, 0.55, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"label\": \"mkdir\", \"type\": \"function\", \"loc\": [1029, 1048], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1856, 0.0036, 1, 0.76, 0.3793, 853, 0, 3, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"mkdir\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def mkdir(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Makes directories each incoming input to a corresponding output\\n This is a One to One operation\\n \\\"\\\"\\\"\\n name = get_name_from_args(named_args)\\n # func is a placeholder...\\n if name is None:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1030_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1030, 1033], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [8, 2, 0.1844, 0.0007, 2, 0.38, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Makes directories each incoming input to a corresponding output\\n This is a One to One operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1034_C8\", \"label\": \"name = get_name_from_args()\", \"type\": \"assigned_variable\", \"loc\": [1034, 1034], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [14, 2, 0.1848, 0.0002, 2, 0.38, 0.125, 57, 3, 1, 0, 0, 917, 10, 1], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_name_from_args\", \"annotation\": \"\"}, \"snippet\": \" name = get_name_from_args(named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1036_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1036, 1041], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [4, 2, 0.1856, 0.0011, 2, 0.38, 0.25, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if name is None:\\n self.cnt_mkdir += 1\\n if self.cnt_mkdir == 1:\\n name = \\\"mkdir\\\"\\n else:\\n name = \\\"mkdir # %d\\\" % self.cnt_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1038_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1038, 1041], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1036_C8\", \"vector\": [4, 3, 0.1858, 0.0007, 3, 0.91, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.cnt_mkdir == 1:\\n name = \\\"mkdir\\\"\\n else:\\n name = \\\"mkdir # %d\\\" % self.cnt_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1039_C16\", \"label\": \"name =\", \"type\": \"assigned_variable\", \"loc\": [1039, 1039], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1038_C12\", \"vector\": [14, 4, 0.1857, 0.0002, 4, 0.59, 0.0, 57, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" name = \\\"mkdir\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1041_C16\", \"label\": \"name =\", \"type\": \"assigned_variable\", \"loc\": [1041, 1041], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1038_C12\", \"vector\": [14, 4, 0.1861, 0.0002, 4, 0.59, 1.0, 57, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" name = \\\"mkdir # %d\\\" % self.cnt_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1042_C8\", \"label\": \"task = _create_task()\", \"type\": \"assigned_variable\", \"loc\": [1042, 1042], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [14, 2, 0.1863, 0.0002, 2, 0.38, 0.375, 305, 3, 2, 0, 0, 946, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_task\", \"annotation\": \"\"}, \"snippet\": \" task = self._create_task(task_func=job_wrapper_mkdir, task_name=name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1043_C8\", \"label\": \"task.created_via_decorator =\", \"type\": \"assigned_variable\", \"loc\": [1043, 1043], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [14, 2, 0.1864, 0.0002, 2, 0.38, 0.5, 674, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"task.created_via_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.created_via_decorator = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1044_C8\", \"label\": \"task.syntax =\", \"type\": \"assigned_variable\", \"loc\": [1044, 1044], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [14, 2, 0.1866, 0.0002, 2, 0.38, 0.625, 477, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"task.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.syntax = \\\"pipeline.mkdir\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1045_C8\", \"label\": \"task.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [1045, 1046], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [14, 2, 0.1869, 0.0004, 2, 0.38, 0.75, 495, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.description_with_args_placeholder = \\\"%s(name = %r, %%s)\\\" % (\\n task.syntax, task._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1047_C8\", \"label\": \"_prepare_mkdir()\", \"type\": \"expression\", \"loc\": [1047, 1047], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [8, 2, 0.1872, 0.0002, 2, 0.38, 0.875, 316, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_mkdir\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_mkdir(unnamed_args, named_args, task.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1048_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1048, 1048], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1029_C4\", \"vector\": [13, 2, 0.1873, 0.0002, 2, 0.38, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"label\": \"_do_create_task_by_OOP\", \"type\": \"function\", \"loc\": [1055, 1077], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1906, 0.0041, 1, 0.76, 0.4138, 141, 0, 4, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"_do_create_task_by_OOP\", \"arg_names\": [\"self\", \"task_func\", \"named_args\", \"syntax\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _do_create_task_by_OOP(self, task_func, named_args, syntax):\\n \\\"\\\"\\\"\\n Helper function for\\n Pipeline.transform\\n Pipeline.originate\\n pipeline.split\\n pipeline.subdivide\\n pipeline.parallel\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1056_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1056, 1070], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [8, 2, 0.19, 0.0027, 2, 0.77, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Helper function for\\n Pipeline.transform\\n Pipeline.originate\\n pipeline.split\\n pipeline.subdivide\\n pipeline.parallel\\n pipeline.files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1071_C8\", \"label\": \"name = get_name_from_args()\", \"type\": \"assigned_variable\", \"loc\": [1071, 1071], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [14, 2, 0.1915, 0.0002, 2, 0.77, 0.1667, 57, 3, 1, 0, 0, 917, 10, 1], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_name_from_args\", \"annotation\": \"\"}, \"snippet\": \" name = get_name_from_args(named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1072_C8\", \"label\": \"task = _create_task()\", \"type\": \"assigned_variable\", \"loc\": [1072, 1072], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [14, 2, 0.1916, 0.0002, 2, 0.77, 0.3333, 305, 3, 2, 0, 0, 946, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_task\", \"annotation\": \"\"}, \"snippet\": \" task = self._create_task(task_func, name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1073_C8\", \"label\": \"task.created_via_decorator =\", \"type\": \"assigned_variable\", \"loc\": [1073, 1073], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [14, 2, 0.1918, 0.0002, 2, 0.77, 0.5, 674, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"task.created_via_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.created_via_decorator = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1074_C8\", \"label\": \"task.syntax =\", \"type\": \"assigned_variable\", \"loc\": [1074, 1074], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [14, 2, 0.192, 0.0002, 2, 0.77, 0.6667, 477, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.syntax = syntax\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1075_C8\", \"label\": \"task.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [1075, 1076], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [14, 2, 0.1923, 0.0004, 2, 0.77, 0.8333, 495, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task.description_with_args_placeholder = \\\"%s(name = %r, task_func = %s, %%s)\\\" \\\\\\n % (task.syntax, task._get_display_name(), task_func.__name__)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1077_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1077, 1077], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1055_C4\", \"vector\": [13, 2, 0.1925, 0.0002, 2, 0.77, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"label\": \"lookup_task_from_name\", \"type\": \"function\", \"loc\": [1084, 1122], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.1972, 0.007, 1, 0.76, 0.4483, 114, 0, 3, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"lookup_task_from_name\", \"arg_names\": [\"self\", \"task_name\", \"default_module_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def lookup_task_from_name(self, task_name, default_module_name):\\n \\\"\\\"\\\"\\n If lookup returns None, means ambiguous: do nothing\\n Only ever returns a list of one\\n \\\"\\\"\\\"\\n multiple_tasks = []\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1085_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1085, 1088], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [8, 2, 0.1942, 0.0007, 2, 0.16, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n If lookup returns None, means ambiguous: do nothing\\n Only ever returns a list of one\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1089_C8\", \"label\": \"multiple_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1089, 1089], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [14, 2, 0.1947, 0.0002, 2, 0.16, 0.1667, 249, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"multiple_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multiple_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1094_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1094, 1098], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [4, 2, 0.1959, 0.0009, 2, 0.16, 0.3333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_name in self:\\n if len(self[task_name]) == 1:\\n return self[task_name]\\n else:\\n multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1095_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1095, 1098], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1094_C8\", \"vector\": [4, 3, 0.196, 0.0007, 3, 0.29, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(self[task_name]) == 1:\\n return self[task_name]\\n else:\\n multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1096_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1096, 1096], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1095_C12\", \"vector\": [13, 4, 0.1959, 0.0002, 4, 0.16, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1098_C16\", \"label\": \"multiple_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1098, 1098], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1095_C12\", \"vector\": [14, 4, 0.1963, 0.0002, 4, 0.16, 1.0, 249, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"multiple_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1104_C8\", \"label\": \"full_qualified_name =\", \"type\": \"assigned_variable\", \"loc\": [1104, 1104], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [14, 2, 0.1974, 0.0002, 2, 0.16, 0.5, 180, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"full_qualified_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" full_qualified_name = default_module_name + \\\".\\\" + task_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1105_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1105, 1109], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [4, 2, 0.1979, 0.0009, 2, 0.16, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if full_qualified_name in self:\\n if len(self[full_qualified_name]) == 1:\\n return self[full_qualified_name]\\n else:\\n multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1106_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1106, 1109], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1105_C8\", \"vector\": [4, 3, 0.198, 0.0007, 3, 0.52, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(self[full_qualified_name]) == 1:\\n return self[full_qualified_name]\\n else:\\n multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1107_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1107, 1107], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1106_C12\", \"vector\": [13, 4, 0.1979, 0.0002, 4, 0.17, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self[full_qualified_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1109_C16\", \"label\": \"multiple_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1109, 1109], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1106_C12\", \"vector\": [14, 4, 0.1982, 0.0002, 4, 0.17, 1.0, 249, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"multiple_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" multiple_tasks = self[task_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1114_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1114, 1115], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [4, 2, 0.1992, 0.0004, 2, 0.16, 0.8333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not multiple_tasks:\\n return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1115_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1115, 1115], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1114_C8\", \"vector\": [13, 3, 0.1993, 0.0002, 3, 0.63, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1120_C8\", \"label\": \"task_names = join()\", \"type\": \"assigned_variable\", \"loc\": [1120, 1120], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1084_C4\", \"vector\": [14, 2, 0.2002, 0.0002, 2, 0.16, 1.0, 407, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" task_names = \\\",\\\".join(t._name for t in multiple_tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1129_C4\", \"label\": \"transform\", \"type\": \"function\", \"loc\": [1129, 1136], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2024, 0.0014, 1, 0.76, 0.4828, 48, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"transform\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def transform(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Transforms each incoming input to a corresponding output\\n This is a One to One operation\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.transform\\\")\\n task._prepare_transform(unnamed_args, named_args)\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1130_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1130, 1133], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1129_C4\", \"vector\": [8, 2, 0.2023, 0.0007, 2, 0.36, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Transforms each incoming input to a corresponding output\\n This is a One to One operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1134_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1134, 1134], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1129_C4\", \"vector\": [14, 2, 0.2027, 0.0002, 2, 0.36, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.transform\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1135_C8\", \"label\": \"_prepare_transform()\", \"type\": \"expression\", \"loc\": [1135, 1135], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1129_C4\", \"vector\": [8, 2, 0.2029, 0.0002, 2, 0.36, 0.6667, 23, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_transform\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_transform(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1136_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1136, 1136], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1129_C4\", \"vector\": [13, 2, 0.2031, 0.0002, 2, 0.36, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1143_C4\", \"label\": \"originate\", \"type\": \"function\", \"loc\": [1143, 1150], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.205, 0.0014, 1, 0.76, 0.5172, 928, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"originate\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def originate(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Originates a new set of output files,\\n one output per call to the task function\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.originate\\\")\\n task._prepare_originate(unnamed_args, named_args)\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1144_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1144, 1147], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1143_C4\", \"vector\": [8, 2, 0.2048, 0.0007, 2, 0.23, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Originates a new set of output files,\\n one output per call to the task function\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1148_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1148, 1148], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1143_C4\", \"vector\": [14, 2, 0.2052, 0.0002, 2, 0.23, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.originate\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1149_C8\", \"label\": \"_prepare_originate()\", \"type\": \"expression\", \"loc\": [1149, 1149], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1143_C4\", \"vector\": [8, 2, 0.2054, 0.0002, 2, 0.23, 0.6667, 23, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_originate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_originate\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_originate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1150_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1150, 1150], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1143_C4\", \"vector\": [13, 2, 0.2056, 0.0002, 2, 0.23, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1157_C4\", \"label\": \"split\", \"type\": \"function\", \"loc\": [1157, 1165], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2075, 0.0016, 1, 0.76, 0.5517, 908, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"split\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def split(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Splits a single set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n This is a One to Many operation\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.split\\\")\\n task._prepare_split(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1158_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1158, 1162], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1157_C4\", \"vector\": [8, 2, 0.2074, 0.0009, 2, 0.25, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Splits a single set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n This is a One to Many operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1163_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1163, 1163], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1157_C4\", \"vector\": [14, 2, 0.2079, 0.0002, 2, 0.25, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.split\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1164_C8\", \"label\": \"_prepare_split()\", \"type\": \"expression\", \"loc\": [1164, 1164], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1157_C4\", \"vector\": [8, 2, 0.2081, 0.0002, 2, 0.25, 0.6667, 229, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_split\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_split\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_split(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1165_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1165, 1165], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1157_C4\", \"vector\": [13, 2, 0.2083, 0.0002, 2, 0.25, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1172_C4\", \"label\": \"subdivide\", \"type\": \"function\", \"loc\": [1172, 1180], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2102, 0.0016, 1, 0.76, 0.5862, 705, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"subdivide\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def subdivide(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Subdivides a each set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n This is a Many to Even More operation\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.subdivide\\\")\\n task._prepare_subdivide(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1173_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1173, 1177], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1172_C4\", \"vector\": [8, 2, 0.21, 0.0009, 2, 0.27, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Subdivides a each set of input files into multiple output file names,\\n where the number of output files may not be known beforehand.\\n This is a Many to Even More operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1178_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1178, 1178], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1172_C4\", \"vector\": [14, 2, 0.2106, 0.0002, 2, 0.27, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.subdivide\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1179_C8\", \"label\": \"_prepare_subdivide()\", \"type\": \"expression\", \"loc\": [1179, 1179], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1172_C4\", \"vector\": [8, 2, 0.2108, 0.0002, 2, 0.27, 0.6667, 966, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_subdivide\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_subdivide\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_subdivide(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1180_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1180, 1180], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1172_C4\", \"vector\": [13, 2, 0.2109, 0.0002, 2, 0.27, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1187_C4\", \"label\": \"merge\", \"type\": \"function\", \"loc\": [1187, 1194], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2128, 0.0014, 1, 0.76, 0.6207, 491, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"merge\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def merge(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Merges multiple input files into a single output.\\n This is a Many to One operation\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.merge\\\")\\n task._prepare_merge(unnamed_args, named_args)\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1188_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1188, 1191], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1187_C4\", \"vector\": [8, 2, 0.2126, 0.0007, 2, 0.63, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Merges multiple input files into a single output.\\n This is a Many to One operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1192_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1192, 1192], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1187_C4\", \"vector\": [14, 2, 0.2131, 0.0002, 2, 0.63, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.merge\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1193_C8\", \"label\": \"_prepare_merge()\", \"type\": \"expression\", \"loc\": [1193, 1193], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1187_C4\", \"vector\": [8, 2, 0.2133, 0.0002, 2, 0.63, 0.6667, 375, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_merge\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_merge\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_merge(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1194_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1194, 1194], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1187_C4\", \"vector\": [13, 2, 0.2134, 0.0002, 2, 0.63, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1201_C4\", \"label\": \"collate\", \"type\": \"function\", \"loc\": [1201, 1208], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2153, 0.0014, 1, 0.76, 0.6552, 428, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"collate\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def collate(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Collates each set of multiple matching input files into an output.\\n This is a Many to Fewer operation\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.collate\\\")\\n task._prepare_collate(unnamed_args, named_args)\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1202_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1202, 1205], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1201_C4\", \"vector\": [8, 2, 0.2151, 0.0007, 2, 0.09, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Collates each set of multiple matching input files into an output.\\n This is a Many to Fewer operation\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1206_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1206, 1206], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1201_C4\", \"vector\": [14, 2, 0.2156, 0.0002, 2, 0.09, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.collate\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1207_C8\", \"label\": \"_prepare_collate()\", \"type\": \"expression\", \"loc\": [1207, 1207], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1201_C4\", \"vector\": [8, 2, 0.2158, 0.0002, 2, 0.09, 0.6667, 93, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_collate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_collate\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_collate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1208_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1208, 1208], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1201_C4\", \"vector\": [13, 2, 0.2159, 0.0002, 2, 0.09, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1215_C4\", \"label\": \"product\", \"type\": \"function\", \"loc\": [1215, 1221], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2177, 0.0013, 1, 0.76, 0.6897, 196, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"product\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def product(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n All-vs-all Product between items from each set of inputs\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.product\\\")\\n task._prepare_product(unnamed_args, named_args)\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1216_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1216, 1218], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1215_C4\", \"vector\": [8, 2, 0.2176, 0.0005, 2, 0.72, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n All-vs-all Product between items from each set of inputs\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1219_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1219, 1219], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1215_C4\", \"vector\": [14, 2, 0.2179, 0.0002, 2, 0.72, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.product\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1220_C8\", \"label\": \"_prepare_product()\", \"type\": \"expression\", \"loc\": [1220, 1220], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1215_C4\", \"vector\": [8, 2, 0.2181, 0.0002, 2, 0.72, 0.6667, 312, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_product\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_product\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_product(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1221_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1221, 1221], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1215_C4\", \"vector\": [13, 2, 0.2183, 0.0002, 2, 0.72, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1228_C4\", \"label\": \"permutations\", \"type\": \"function\", \"loc\": [1228, 1238], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2204, 0.002, 1, 0.76, 0.7241, 816, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"permutations\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def permutations(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Permutations between items from a set of inputs\\n * k-length tuples\\n * all possible orderings\\n * no self vs self\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.permutations\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1229_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1229, 1234], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1228_C4\", \"vector\": [8, 2, 0.2201, 0.0011, 2, 0.41, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Permutations between items from a set of inputs\\n * k-length tuples\\n * all possible orderings\\n * no self vs self\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1235_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1235, 1235], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1228_C4\", \"vector\": [14, 2, 0.2208, 0.0002, 2, 0.41, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.permutations\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1236_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [1236, 1237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1228_C4\", \"vector\": [8, 2, 0.221, 0.0004, 2, 0.41, 0.6667, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_combinatorics(\\n unnamed_args, named_args, error_task_permutations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1238_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1238, 1238], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1228_C4\", \"vector\": [13, 2, 0.2213, 0.0002, 2, 0.41, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1245_C4\", \"label\": \"combinations\", \"type\": \"function\", \"loc\": [1245, 1257], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2236, 0.0023, 1, 0.76, 0.7586, 125, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"combinations\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def combinations(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Combinations of items from a set of inputs\\n * k-length tuples\\n * Single (sorted) ordering, i.e. AB is the same as BA,\\n * No repeats. No AA, BB\\n For Example:\\n combinations(\\\"ABCD\\\", 3) = ['ABC', 'ABD', 'ACD', 'BCD']\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1246_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1246, 1254], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1245_C4\", \"vector\": [8, 2, 0.2235, 0.0016, 2, 0.04, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Combinations of items from a set of inputs\\n * k-length tuples\\n * Single (sorted) ordering, i.e. AB is the same as BA,\\n * No repeats. No AA, BB\\n For Example:\\n combinations(\\\"ABCD\\\", 3) = ['ABC', 'ABD', 'ACD', 'BCD']\\n combinations(\\\"ABCD\\\", 2) = ['AB', 'AC', 'AD', 'BC', 'BD', 'CD']\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1255_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1255, 1255], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1245_C4\", \"vector\": [14, 2, 0.2243, 0.0002, 2, 0.04, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.combinations\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1256_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [1256, 1256], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1245_C4\", \"vector\": [8, 2, 0.2245, 0.0002, 2, 0.04, 0.6667, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_combinatorics(unnamed_args, named_args, error_task_combinations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1257_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1257, 1257], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1245_C4\", \"vector\": [13, 2, 0.2247, 0.0002, 2, 0.04, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1264_C4\", \"label\": \"combinations_with_replacement\", \"type\": \"function\", \"loc\": [1264, 1292], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2285, 0.0052, 1, 0.76, 0.7931, 321, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"combinations_with_replacement\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def combinations_with_replacement(self, task_func, *unnamed_args,\\n **named_args):\\n \\\"\\\"\\\"\\n Combinations with replacement of items from a set of inputs\\n * k-length tuples\\n * Single (sorted) ordering, i.e. AB is the same as BA,\\n * Repeats. AA, BB, AAC etc.\\n For Example:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1266_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1266, 1288], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1264_C4\", \"vector\": [8, 2, 0.2283, 0.0041, 2, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Combinations with replacement of items from a set of inputs\\n * k-length tuples\\n * Single (sorted) ordering, i.e. AB is the same as BA,\\n * Repeats. AA, BB, AAC etc.\\n For Example:\\n combinations_with_replacement(\\\"ABCD\\\", 2) = [\\n 'AA', 'AB', 'AC', 'AD',\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1289_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1289, 1289], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1264_C4\", \"vector\": [14, 2, 0.2304, 0.0002, 2, 0.24, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"combinations_with_replacement\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1290_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [1290, 1291], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1264_C4\", \"vector\": [8, 2, 0.2307, 0.0004, 2, 0.24, 0.6667, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_combinatorics(unnamed_args, named_args,\\n error_task_combinations_with_replacement)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1292_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1292, 1292], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1264_C4\", \"vector\": [13, 2, 0.231, 0.0002, 2, 0.24, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1299_C4\", \"label\": \"files\", \"type\": \"function\", \"loc\": [1299, 1311], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2333, 0.0023, 1, 0.76, 0.8276, 598, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"files\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def files(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n calls user function in parallel\\n with either each of a list of parameters\\n or using parameters generated by a custom function\\n\\n In the parameter list,\\n The first two items of each set of parameters must\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1300_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1300, 1308], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1299_C4\", \"vector\": [8, 2, 0.2331, 0.0016, 2, 0.44, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n calls user function in parallel\\n with either each of a list of parameters\\n or using parameters generated by a custom function\\n\\n In the parameter list,\\n The first two items of each set of parameters must\\n be input/output files or lists of files or Null\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1309_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1309, 1309], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1299_C4\", \"vector\": [14, 2, 0.234, 0.0002, 2, 0.44, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.files\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1310_C8\", \"label\": \"_prepare_files()\", \"type\": \"expression\", \"loc\": [1310, 1310], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1299_C4\", \"vector\": [8, 2, 0.2342, 0.0002, 2, 0.44, 0.6667, 17, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_files\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_files(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1311_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1311, 1311], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1299_C4\", \"vector\": [13, 2, 0.2344, 0.0002, 2, 0.44, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1318_C4\", \"label\": \"parallel\", \"type\": \"function\", \"loc\": [1318, 1326], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2363, 0.0016, 1, 0.76, 0.8621, 551, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"parallel\", \"arg_names\": [\"self\", \"task_func\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def parallel(self, task_func, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n calls user function in parallel\\n with either each of a list of parameters\\n or using parameters generated by a custom function\\n \\\"\\\"\\\"\\n task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.parallel\\\")\\n task._prepare_parallel(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1319_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1319, 1323], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1318_C4\", \"vector\": [8, 2, 0.2361, 0.0009, 2, 0.2, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n calls user function in parallel\\n with either each of a list of parameters\\n or using parameters generated by a custom function\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1324_C8\", \"label\": \"task = _do_create_task_by_OOP()\", \"type\": \"assigned_variable\", \"loc\": [1324, 1324], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1318_C4\", \"vector\": [14, 2, 0.2367, 0.0002, 2, 0.2, 0.3333, 305, 3, 3, 0, 0, 141, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_create_task_by_OOP\", \"annotation\": \"\"}, \"snippet\": \" task = _do_create_task_by_OOP(task_func, named_args, \\\"pipeline.parallel\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1325_C8\", \"label\": \"_prepare_parallel()\", \"type\": \"expression\", \"loc\": [1325, 1325], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1318_C4\", \"vector\": [8, 2, 0.2369, 0.0002, 2, 0.2, 0.6667, 145, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_parallel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_parallel\", \"annotation\": \"\"}, \"snippet\": \" task._prepare_parallel(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1326_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1326, 1326], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1318_C4\", \"vector\": [13, 2, 0.237, 0.0002, 2, 0.2, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1338_C4\", \"label\": \"run\", \"type\": \"function\", \"loc\": [1338, 1339], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2393, 0.0004, 1, 0.76, 0.8966, 679, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"run\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def run(self, *unnamed_args, **named_args):\\n pipeline_run(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1339_C8\", \"label\": \"pipeline_run()\", \"type\": \"expression\", \"loc\": [1339, 1339], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1338_C4\", \"vector\": [8, 2, 0.2394, 0.0002, 2, 0.04, 0.0, 133, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_run\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_run\", \"annotation\": \"\"}, \"snippet\": \" pipeline_run(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1341_C4\", \"label\": \"printout\", \"type\": \"function\", \"loc\": [1341, 1342], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2398, 0.0004, 1, 0.76, 0.931, 393, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"printout\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def printout(self, *unnamed_args, **named_args):\\n pipeline_printout(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1342_C8\", \"label\": \"pipeline_printout()\", \"type\": \"expression\", \"loc\": [1342, 1342], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1341_C4\", \"vector\": [8, 2, 0.2399, 0.0002, 2, 0.5, 0.0, 438, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_printout\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_printout\", \"annotation\": \"\"}, \"snippet\": \" pipeline_printout(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1344_C4\", \"label\": \"get_task_names\", \"type\": \"function\", \"loc\": [1344, 1345], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2403, 0.0004, 1, 0.76, 0.9655, 580, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_task_names\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get_task_names(self, *unnamed_args, **named_args):\\n pipeline_get_task_names(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1345_C8\", \"label\": \"pipeline_get_task_names()\", \"type\": \"expression\", \"loc\": [1345, 1345], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1344_C4\", \"vector\": [8, 2, 0.2404, 0.0002, 2, 0.42, 0.0, 85, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_get_task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_get_task_names\", \"annotation\": \"\"}, \"snippet\": \" pipeline_get_task_names(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1347_C4\", \"label\": \"printout_graph\", \"type\": \"function\", \"loc\": [1347, 1348], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L838_C0\", \"vector\": [2, 1, 0.2409, 0.0004, 1, 0.76, 1.0, 351, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"printout_graph\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def printout_graph(self, *unnamed_args, **named_args):\\n pipeline_printout_graph(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1348_C8\", \"label\": \"pipeline_printout_graph()\", \"type\": \"expression\", \"loc\": [1348, 1348], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1347_C4\", \"vector\": [8, 2, 0.241, 0.0002, 2, 0.71, 0.0, 886, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pipeline_printout_graph\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pipeline_printout_graph\", \"annotation\": \"\"}, \"snippet\": \" pipeline_printout_graph(pipeline=self, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1353_C0\", \"label\": \"main_pipeline = Pipeline()\", \"type\": \"assigned_variable\", \"loc\": [1353, 1353], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.2419, 0.0002, 0, 0.66, 0.7864, 322, 3, 1, 0, 0, 56, 10, 1], \"semantic\": {\"name\": \"main_pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Pipeline\", \"annotation\": \"\"}, \"snippet\": \"main_pipeline = Pipeline(name=\\\"main\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"label\": \"lookup_unique_task_from_func\", \"type\": \"function\", \"loc\": [1367, 1412], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2484, 0.0082, 0, 0.66, 0.7961, 398, 0, 2, 1, 0, 0, 0, 12], \"semantic\": {\"name\": \"lookup_unique_task_from_func\", \"arg_names\": [\"task_func\", \"default_pipeline_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def lookup_unique_task_from_func(task_func, default_pipeline_name=\\\"main\\\"):\\n \\\"\\\"\\\"\\n Go through all pipelines and match task_func to find a unique task\\n Throw exception if ambiguous\\n \\\"\\\"\\\"\\n\\n def unique_task_from_func_in_pipeline(task_func, pipeline):\\n if task_func in pipeline:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1368_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1368, 1371], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [8, 1, 0.2448, 0.0007, 1, 0.18, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Go through all pipelines and match task_func to find a unique task\\n Throw exception if ambiguous\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1373_C4\", \"label\": \"unique_task_from_func_in_pipeline\", \"type\": \"function\", \"loc\": [1373, 1384], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [2, 1, 0.2464, 0.0021, 1, 0.18, 0.1111, 462, 0, 2, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"unique_task_from_func_in_pipeline\", \"arg_names\": [\"task_func\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def unique_task_from_func_in_pipeline(task_func, pipeline):\\n if task_func in pipeline:\\n if len(pipeline[task_func]) == 1:\\n # Found task!\\n return pipeline[task_func][0]\\n\\n # Found too many tasks! Ambiguous...\\n task_names = \\\", \\\".join(task._name for task in pipeline[task_func])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1374_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1374, 1383], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1373_C4\", \"vector\": [4, 2, 0.2464, 0.0018, 2, 0.49, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_func in pipeline:\\n if len(pipeline[task_func]) == 1:\\n # Found task!\\n return pipeline[task_func][0]\\n\\n # Found too many tasks! Ambiguous...\\n task_names = \\\", \\\".join(task._name for task in pipeline[task_func])\\n raise error_ambiguous_task(\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1375_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1375, 1377], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1374_C8\", \"vector\": [4, 3, 0.246, 0.0005, 3, 0.19, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(pipeline[task_func]) == 1:\\n # Found task!\\n return pipeline[task_func][0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1377_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1377, 1377], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1375_C12\", \"vector\": [13, 4, 0.2462, 0.0002, 4, 0.25, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return pipeline[task_func][0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1380_C12\", \"label\": \"task_names = join()\", \"type\": \"assigned_variable\", \"loc\": [1380, 1380], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1374_C8\", \"vector\": [14, 3, 0.2467, 0.0002, 3, 0.19, 1.0, 407, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" task_names = \\\", \\\".join(task._name for task in pipeline[task_func])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1384_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1384, 1384], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1373_C4\", \"vector\": [13, 2, 0.2474, 0.0002, 2, 0.49, 1.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1389_C4\", \"label\": \"task = unique_task_from_func_in_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [1389, 1389], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [14, 1, 0.2483, 0.0002, 1, 0.18, 0.2222, 305, 3, 2, 0, 0, 462, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"unique_task_from_func_in_pipeline\", \"annotation\": \"\"}, \"snippet\": \" task = unique_task_from_func_in_pipeline(task_func, Pipeline.pipelines[default_pipeline_name])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1390_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1390, 1391], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [4, 1, 0.2486, 0.0004, 1, 0.18, 0.3333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task:\\n return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1391_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1391, 1391], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1390_C4\", \"vector\": [13, 2, 0.2487, 0.0002, 2, 0.32, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1396_C4\", \"label\": \"found_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1396, 1396], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [14, 1, 0.2496, 0.0002, 1, 0.18, 0.4444, 389, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"found_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" found_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1397_C4\", \"label\": \"found_pipelines =\", \"type\": \"assigned_variable\", \"loc\": [1397, 1397], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [14, 1, 0.2497, 0.0002, 1, 0.18, 0.5556, 905, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"found_pipelines\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" found_pipelines = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1398_C4\", \"label\": \"for pipeline\", \"type\": \"for\", \"loc\": [1398, 1402], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [6, 1, 0.2503, 0.0009, 1, 0.18, 0.6667, 515, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pipeline in Pipeline.pipelines.values():\\n task = unique_task_from_func_in_pipeline(task_func, pipeline)\\n if task:\\n found_tasks.append(task)\\n found_pipelines.append(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1399_C8\", \"label\": \"task = unique_task_from_func_in_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [1399, 1399], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1398_C4\", \"vector\": [14, 2, 0.2501, 0.0002, 2, 0.9, 0.0, 305, 3, 2, 0, 0, 462, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"unique_task_from_func_in_pipeline\", \"annotation\": \"\"}, \"snippet\": \" task = unique_task_from_func_in_pipeline(task_func, pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1400_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1400, 1402], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1398_C4\", \"vector\": [4, 2, 0.2504, 0.0005, 2, 0.9, 1.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task:\\n found_tasks.append(task)\\n found_pipelines.append(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1401_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1401, 1401], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1400_C8\", \"vector\": [8, 3, 0.2504, 0.0002, 3, 0.19, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" found_tasks.append(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1402_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1402, 1402], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1400_C8\", \"vector\": [8, 3, 0.2506, 0.0002, 3, 0.19, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" found_pipelines.append(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1404_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1404, 1405], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [4, 1, 0.2511, 0.0004, 1, 0.18, 0.7778, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(found_tasks) == 1:\\n return found_tasks[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1405_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1405, 1405], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1404_C4\", \"vector\": [13, 2, 0.2512, 0.0002, 2, 0.85, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return found_tasks[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1407_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1407, 1410], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [4, 1, 0.2518, 0.0007, 1, 0.18, 0.8889, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(found_tasks) > 1:\\n raise error_ambiguous_task(\\\"Task Name %s is ambiguous and specifies different tasks \\\"\\n \\\"across multiple pipelines (%s).\\\"\\n % (task_func.__name__, \\\",\\\".join(found_pipelines)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1412_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1412, 1412], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1367_C0\", \"vector\": [13, 1, 0.2524, 0.0002, 1, 0.18, 1.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"label\": \"lookup_tasks_from_name\", \"type\": \"function\", \"loc\": [1420, 1490], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2601, 0.0127, 0, 0.66, 0.8058, 32, 0, 3, 1, 0, 0, 0, 18], \"semantic\": {\"name\": \"lookup_tasks_from_name\", \"arg_names\": [\"task_name\", \"default_pipeline_name\", \"default_module_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def lookup_tasks_from_name(task_name, default_pipeline_name, default_module_name=\\\"__main__\\\"):\\n \\\"\\\"\\\"\\n\\n Tries:\\n (1) Named pipeline in the format pipeline::task_name\\n (2) tasks matching task_name in default_pipeline_name\\n (3) pipeline names matching task_name\\n (4) if task_name uniquely identifies any task in all other pipelines...\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1421_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1421, 1430], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [8, 1, 0.2548, 0.0018, 1, 0.76, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n\\n Tries:\\n (1) Named pipeline in the format pipeline::task_name\\n (2) tasks matching task_name in default_pipeline_name\\n (3) pipeline names matching task_name\\n (4) if task_name uniquely identifies any task in all other pipelines...\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1433_C4\", \"label\": \"pipeline_name, task_name = groups()\", \"type\": \"assigned_variable\", \"loc\": [1433, 1433], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [14, 1, 0.2562, 0.0002, 1, 0.76, 0.0769, 688, 3, 0, 0, 0, 161, 10, 2], \"semantic\": {\"name\": \"pipeline_name, task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"groups\", \"annotation\": \"\"}, \"snippet\": \" pipeline_name, task_name = re.match(\\\"(?:(.+)::)?(.*)\\\", task_name).groups()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1439_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1439, 1443], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2576, 0.0009, 1, 0.76, 0.1538, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pipeline_name:\\n if pipeline_name not in Pipeline.pipelines:\\n raise error_not_a_pipeline(\\\"%s is not a pipeline.\\\" % pipeline_name)\\n pipeline = Pipeline.pipelines[pipeline_name]\\n return pipeline.lookup_task_from_name(task_name, default_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1440_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1440, 1441], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1439_C4\", \"vector\": [4, 2, 0.2575, 0.0004, 2, 0.54, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pipeline_name not in Pipeline.pipelines:\\n raise error_not_a_pipeline(\\\"%s is not a pipeline.\\\" % pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1442_C8\", \"label\": \"pipeline =\", \"type\": \"assigned_variable\", \"loc\": [1442, 1442], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1439_C4\", \"vector\": [14, 2, 0.2578, 0.0002, 2, 0.54, 0.5, 515, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pipeline = Pipeline.pipelines[pipeline_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1443_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1443, 1443], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1439_C4\", \"vector\": [13, 2, 0.258, 0.0002, 2, 0.54, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return pipeline.lookup_task_from_name(task_name, default_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1449_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1449, 1450], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2591, 0.0004, 1, 0.76, 0.2308, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if default_pipeline_name not in Pipeline.pipelines:\\n raise error_not_a_pipeline(\\\"%s is not a pipeline.\\\" % default_pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1451_C4\", \"label\": \"pipeline =\", \"type\": \"assigned_variable\", \"loc\": [1451, 1451], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [14, 1, 0.2594, 0.0002, 1, 0.76, 0.3077, 515, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pipeline = Pipeline.pipelines[default_pipeline_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1452_C4\", \"label\": \"tasks = lookup_task_from_name()\", \"type\": \"assigned_variable\", \"loc\": [1452, 1452], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [14, 1, 0.2596, 0.0002, 1, 0.76, 0.3846, 116, 3, 2, 0, 0, 114, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_task_from_name\", \"annotation\": \"\"}, \"snippet\": \" tasks = pipeline.lookup_task_from_name(task_name, default_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1453_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1453, 1454], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2598, 0.0004, 1, 0.76, 0.4615, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if tasks:\\n return tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1454_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1454, 1454], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1453_C4\", \"vector\": [13, 2, 0.2599, 0.0002, 2, 0.79, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1460_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1460, 1465], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2614, 0.0011, 1, 0.76, 0.5385, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_name in Pipeline.pipelines:\\n if not len(Pipeline.pipelines[task_name].get_tail_tasks()):\\n raise error_no_tail_tasks(\\n \\\"Pipeline %s has no tail tasks defined. Which task do you \\\"\\n \\\"mean when you specify the whole pipeline as a dependency?\\\" % task_name)\\n return Pipeline.pipelines[task_name].get_tail_tasks()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1461_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1461, 1464], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1460_C4\", \"vector\": [4, 2, 0.2614, 0.0007, 2, 0.13, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(Pipeline.pipelines[task_name].get_tail_tasks()):\\n raise error_no_tail_tasks(\\n \\\"Pipeline %s has no tail tasks defined. Which task do you \\\"\\n \\\"mean when you specify the whole pipeline as a dependency?\\\" % task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1465_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1465, 1465], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1460_C4\", \"vector\": [13, 2, 0.2619, 0.0002, 2, 0.13, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return Pipeline.pipelines[task_name].get_tail_tasks()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1471_C4\", \"label\": \"found_tasks =\", \"type\": \"assigned_variable\", \"loc\": [1471, 1471], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [14, 1, 0.263, 0.0002, 1, 0.76, 0.6154, 389, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"found_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" found_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1472_C4\", \"label\": \"found_pipelines =\", \"type\": \"assigned_variable\", \"loc\": [1472, 1472], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [14, 1, 0.2631, 0.0002, 1, 0.76, 0.6923, 905, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"found_pipelines\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" found_pipelines = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1473_C4\", \"label\": \"for pipeline_name, pipeline\", \"type\": \"for\", \"loc\": [1473, 1477], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [6, 1, 0.2637, 0.0009, 1, 0.76, 0.7692, 769, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"pipeline_name, pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pipeline_name, pipeline in Pipeline.pipelines.items():\\n tasks = pipeline.lookup_task_from_name(task_name, default_module_name)\\n if tasks:\\n found_tasks.append(tasks)\\n found_pipelines.append(pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1474_C8\", \"label\": \"tasks = lookup_task_from_name()\", \"type\": \"assigned_variable\", \"loc\": [1474, 1474], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1473_C4\", \"vector\": [14, 2, 0.2635, 0.0002, 2, 0.14, 0.0, 116, 3, 2, 0, 0, 114, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_task_from_name\", \"annotation\": \"\"}, \"snippet\": \" tasks = pipeline.lookup_task_from_name(task_name, default_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1475_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1475, 1477], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1473_C4\", \"vector\": [4, 2, 0.2639, 0.0005, 2, 0.14, 1.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if tasks:\\n found_tasks.append(tasks)\\n found_pipelines.append(pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1476_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1476, 1476], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1475_C8\", \"vector\": [8, 3, 0.2639, 0.0002, 3, 0.1, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" found_tasks.append(tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1477_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1477, 1477], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1475_C8\", \"vector\": [8, 3, 0.264, 0.0002, 3, 0.1, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" found_pipelines.append(pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1480_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1480, 1481], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2647, 0.0004, 1, 0.76, 0.8462, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(found_tasks) == 1:\\n return found_tasks[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1481_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1481, 1481], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1480_C4\", \"vector\": [13, 2, 0.2647, 0.0002, 2, 0.09, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return found_tasks[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1484_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1484, 1487], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [4, 1, 0.2656, 0.0007, 1, 0.76, 0.9231, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(found_tasks) > 1:\\n raise error_ambiguous_task(\\n \\\"Task Name %s is ambiguous and specifies different tasks across \\\"\\n \\\"several pipelines (%s).\\\" % (task_name, \\\",\\\".join(found_pipelines)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1490_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1490, 1490], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1420_C0\", \"vector\": [13, 1, 0.2664, 0.0002, 1, 0.76, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"label\": \"lookup_tasks_from_user_specified_names\", \"type\": \"function\", \"loc\": [1498, 1556], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.273, 0.0105, 0, 0.66, 0.8155, 333, 0, 4, 1, 0, 0, 0, 18], \"semantic\": {\"name\": \"lookup_tasks_from_user_specified_names\", \"arg_names\": [\"task_description\", \"task_names\", \"default_pipeline_name\", \"default_module_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def lookup_tasks_from_user_specified_names(task_description, task_names,\\n default_pipeline_name=\\\"main\\\",\\n default_module_name=\\\"__main__\\\"):\\n \\\"\\\"\\\"\\n Given a list of task names, look up the corresponding tasks\\n Will just pass through if the task_name is already a task\\n \\\"\\\"\\\"\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1501_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1501, 1504], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"vector\": [8, 1, 0.2686, 0.0007, 1, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Given a list of task names, look up the corresponding tasks\\n Will just pass through if the task_name is already a task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1509_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1509, 1510], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"vector\": [4, 1, 0.2698, 0.0004, 1, 0.3, 0.25, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(task_names, (list, tuple)):\\n task_names = [task_names]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1510_C8\", \"label\": \"task_names =\", \"type\": \"assigned_variable\", \"loc\": [1510, 1510], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1509_C4\", \"vector\": [14, 2, 0.2699, 0.0002, 2, 0.88, 0.0, 407, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_names = [task_names]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1512_C4\", \"label\": \"task_list =\", \"type\": \"assigned_variable\", \"loc\": [1512, 1512], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"vector\": [14, 1, 0.2703, 0.0002, 1, 0.3, 0.5, 935, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"task_list\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_list = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1514_C4\", \"label\": \"for task_name\", \"type\": \"for\", \"loc\": [1514, 1555], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"vector\": [6, 1, 0.2743, 0.0075, 1, 0.3, 0.75, 10, 2, 0, 0, 0, 0, 0, 17], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for task_name in task_names:\\n\\n # \\\"task_name\\\" is a Task or pipeline, add those\\n if isinstance(task_name, Task):\\n task_list.append(task_name)\\n continue\\n\\n elif isinstance(task_name, Pipeline):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1517_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1517, 1526], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1514_C4\", \"vector\": [4, 2, 0.272, 0.0018, 2, 0.13, 0.0, 0, 3, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(task_name, Task):\\n task_list.append(task_name)\\n continue\\n\\n elif isinstance(task_name, Pipeline):\\n if not len(task_name.get_tail_tasks()):\\n raise error_no_tail_tasks(\\\"Pipeline %s has no 'tail tasks'. Which task do you mean\\\"\\n \\\" when you specify the whole pipeline?\\\" % task_name.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1518_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1518, 1518], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1517_C8\", \"vector\": [8, 3, 0.2714, 0.0002, 3, 0.87, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" task_list.append(task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1521_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1521, 1526], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1517_C8\", \"vector\": [4, 3, 0.2723, 0.0011, 3, 0.87, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(task_name, Pipeline):\\n if not len(task_name.get_tail_tasks()):\\n raise error_no_tail_tasks(\\\"Pipeline %s has no 'tail tasks'. Which task do you mean\\\"\\n \\\" when you specify the whole pipeline?\\\" % task_name.name)\\n task_list.extend(task_name.get_tail_tasks())\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1522_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1522, 1524], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1521_C8\", \"vector\": [4, 4, 0.2723, 0.0005, 4, 0.39, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(task_name.get_tail_tasks()):\\n raise error_no_tail_tasks(\\\"Pipeline %s has no 'tail tasks'. Which task do you mean\\\"\\n \\\" when you specify the whole pipeline?\\\" % task_name.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1525_C12\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [1525, 1525], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1521_C8\", \"vector\": [8, 4, 0.2726, 0.0002, 4, 0.39, 1.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" task_list.extend(task_name.get_tail_tasks())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1528_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1528, 1539], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1514_C4\", \"vector\": [4, 2, 0.2741, 0.0021, 2, 0.13, 0.5, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(task_name, collections.Callable):\\n # blows up if ambiguous\\n task = lookup_unique_task_from_func(task_name)\\n # blow up for unwrapped function\\n if not task:\\n raise error_function_is_not_a_task(\\n (\\\"Function def %s(...): is not a Ruffus task.\\\" % task_func.__name__) +\\n \\\" The function needs to have a ruffus decoration like \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1530_C12\", \"label\": \"task = lookup_unique_task_from_func()\", \"type\": \"assigned_variable\", \"loc\": [1530, 1530], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1528_C8\", \"vector\": [14, 3, 0.2735, 0.0002, 3, 0.1, 0.0, 305, 3, 1, 0, 0, 398, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_unique_task_from_func\", \"annotation\": \"\"}, \"snippet\": \" task = lookup_unique_task_from_func(task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1532_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1532, 1536], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1528_C8\", \"vector\": [4, 3, 0.2742, 0.0009, 3, 0.1, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not task:\\n raise error_function_is_not_a_task(\\n (\\\"Function def %s(...): is not a Ruffus task.\\\" % task_func.__name__) +\\n \\\" The function needs to have a ruffus decoration like \\\"\\n \\\"'@transform', or be a member of a ruffus.Pipeline().\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1538_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1538, 1538], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1528_C8\", \"vector\": [8, 3, 0.2749, 0.0002, 3, 0.1, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" task_list.append(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1542_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1542, 1555], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1514_C4\", \"vector\": [4, 2, 0.2768, 0.0025, 2, 0.13, 1.0, 0, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(task_name, path_str_type):\\n\\n # Will throw Exception if ambiguous\\n tasks = lookup_tasks_from_name(\\n task_name, default_pipeline_name, default_module_name)\\n # not found\\n if not tasks:\\n raise error_node_not_task(\\\"%s task '%s' is not a pipelined task in Ruffus. Is it \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1545_C12\", \"label\": \"tasks = lookup_tasks_from_name()\", \"type\": \"assigned_variable\", \"loc\": [1545, 1546], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1542_C8\", \"vector\": [14, 3, 0.2763, 0.0004, 3, 0.87, 0.0, 116, 3, 3, 0, 0, 32, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_name\", \"annotation\": \"\"}, \"snippet\": \" tasks = lookup_tasks_from_name(\\n task_name, default_pipeline_name, default_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1548_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1548, 1550], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1542_C8\", \"vector\": [4, 3, 0.2769, 0.0005, 3, 0.87, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not tasks:\\n raise error_node_not_task(\\\"%s task '%s' is not a pipelined task in Ruffus. Is it \\\"\\n \\\"spelt correctly ?\\\" % (task_description, task_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1551_C12\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [1551, 1551], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1542_C8\", \"vector\": [8, 3, 0.2773, 0.0002, 3, 0.87, 1.0, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" task_list.extend(tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1556_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1556, 1556], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1498_C0\", \"vector\": [13, 1, 0.2782, 0.0002, 1, 0.3, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task_list\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"label\": \"Task\", \"type\": \"class\", \"loc\": [1564, 3914], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4896, 0.4203, 0, 0.66, 0.8252, 981, 0, 69, 0, 0, 772, 0, 99], \"semantic\": {\"name\": \"Task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class Task (node):\\n\\n \\\"\\\"\\\"\\n\\n * Represents each stage of a pipeline.\\n * Associated with a single python function.\\n * Identified uniquely within the pipeline by its name.\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1566_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1566, 1572], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [8, 1, 0.2805, 0.0013, 1, 0.79, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n\\n * Represents each stage of a pipeline.\\n * Associated with a single python function.\\n * Identified uniquely within the pipeline by its name.\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1574_C4\", \"label\": \"_action_names =\", \"type\": \"assigned_variable\", \"loc\": [1574, 1593], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [14, 1, 0.2831, 0.0036, 1, 0.79, 0.0139, 788, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"_action_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _action_names = [\\\"unspecified\\\",\\n \\\"task\\\",\\n \\\"task_files_re\\\",\\n \\\"task_split\\\",\\n \\\"task_merge\\\",\\n \\\"task_transform\\\",\\n \\\"task_collate\\\",\\n \\\"task_files_func\\\",\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1595_C4\", \"label\": \"_action_unspecified, _action_task, _action_task_files_re, _action_task_split, _action_task_merge, _action_task_transform, _action_task_collate, _action_task_files_func, _action_task_files, _action_mkdir, _action_task_parallel, _action_active_if, _action_task_product, _action_task_permutations, _action_task_combinations, _action_task_combinations_with_replacement, _action_task_subdivide, _action_task_originate, _action_task_graphviz = range()\", \"type\": \"assigned_variable\", \"loc\": [1595, 1613], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [14, 1, 0.2867, 0.0034, 1, 0.79, 0.0278, 136, 3, 1, 0, 0, 816, 10, 1], \"semantic\": {\"name\": \"_action_unspecified, _action_task, _action_task_files_re, _action_task_split, _action_task_merge, _action_task_transform, _action_task_collate, _action_task_files_func, _action_task_files, _action_mkdir, _action_task_parallel, _action_active_if, _action_task_product, _action_task_permutations, _action_task_combinations, _action_task_combinations_with_replacement, _action_task_subdivide, _action_task_originate, _action_task_graphviz\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"range\", \"annotation\": \"\"}, \"snippet\": \" (_action_unspecified,\\n _action_task,\\n _action_task_files_re,\\n _action_task_split,\\n _action_task_merge,\\n _action_task_transform,\\n _action_task_collate,\\n _action_task_files_func,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1615_C4\", \"label\": \"_multiple_jobs_outputs, _single_job_single_output, _job_single_matches_parent = range()\", \"type\": \"assigned_variable\", \"loc\": [1615, 1617], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [14, 1, 0.2889, 0.0005, 1, 0.79, 0.0417, 287, 3, 1, 0, 0, 816, 10, 1], \"semantic\": {\"name\": \"_multiple_jobs_outputs, _single_job_single_output, _job_single_matches_parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"range\", \"annotation\": \"\"}, \"snippet\": \" (_multiple_jobs_outputs,\\n _single_job_single_output,\\n _job_single_matches_parent) = range(3)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1619_C4\", \"label\": \"_job_limit_semaphores =\", \"type\": \"assigned_variable\", \"loc\": [1619, 1619], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [14, 1, 0.2894, 0.0002, 1, 0.79, 0.0556, 49, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"_job_limit_semaphores\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _job_limit_semaphores = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1626_C4\", \"label\": \"_get_action_name\", \"type\": \"function\", \"loc\": [1626, 1627], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.2908, 0.0004, 1, 0.79, 0.0694, 588, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"_get_action_name\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_action_name(self):\\n return Task._action_names[self._action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1627_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1627, 1627], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1626_C4\", \"vector\": [13, 2, 0.2908, 0.0002, 2, 0.03, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return Task._action_names[self._action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1634, 1749], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3024, 0.0207, 1, 0.79, 0.0833, 555, 0, 4, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"func\", \"task_name\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, func, task_name=None, pipeline=None):\\n \\\"\\\"\\\"\\n * Creates a Task object with a specified python function and task name\\n * The type of the Task (whether it is a transform or merge or collate\\n etc. operation) is specified subsequently. This is because Ruffus\\n decorators do not have to be specified in order, and we don't\\n know ahead of time.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1635_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1635, 1641], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [8, 2, 0.2928, 0.0013, 2, 0.84, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n * Creates a Task object with a specified python function and task name\\n * The type of the Task (whether it is a transform or merge or collate\\n etc. operation) is specified subsequently. This is because Ruffus\\n decorators do not have to be specified in order, and we don't\\n know ahead of time.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1642_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1642, 1643], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [4, 2, 0.2936, 0.0004, 2, 0.84, 0.027, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not pipeline:\\n pipeline = main_pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1643_C12\", \"label\": \"pipeline =\", \"type\": \"assigned_variable\", \"loc\": [1643, 1643], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1642_C8\", \"vector\": [14, 3, 0.2937, 0.0002, 3, 0.87, 0.0, 515, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pipeline = main_pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1644_C8\", \"label\": \"self.pipeline =\", \"type\": \"assigned_variable\", \"loc\": [1644, 1644], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2939, 0.0002, 2, 0.84, 0.0541, 353, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline = pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1645_C8\", \"label\": \"self.func_module_name = str()\", \"type\": \"assigned_variable\", \"loc\": [1645, 1645], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2941, 0.0002, 2, 0.84, 0.0811, 295, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"self.func_module_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" self.func_module_name = str(func.__module__)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1646_C8\", \"label\": \"self.func_name =\", \"type\": \"assigned_variable\", \"loc\": [1646, 1646], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2942, 0.0002, 2, 0.84, 0.1081, 760, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.func_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.func_name = func.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1648_C8\", \"label\": \"self.func_description =\", \"type\": \"assigned_variable\", \"loc\": [1648, 1648], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2946, 0.0002, 2, 0.84, 0.1351, 409, 8, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"self.func_description\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.func_description = re.sub(\\\"\\\\n\\\\s+\\\", \\\" \\\", func.__doc__).strip() if func.__doc__ else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1650_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1650, 1651], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [4, 2, 0.295, 0.0004, 2, 0.84, 0.1622, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not task_name:\\n task_name = self.func_module_name + \\\".\\\" + self.func_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1651_C12\", \"label\": \"task_name =\", \"type\": \"assigned_variable\", \"loc\": [1651, 1651], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1650_C8\", \"vector\": [14, 3, 0.2951, 0.0002, 3, 0.24, 0.0, 10, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_name = self.func_module_name + \\\".\\\" + self.func_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1653_C8\", \"label\": \"__init__()\", \"type\": \"expression\", \"loc\": [1653, 1653], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [8, 2, 0.2955, 0.0002, 2, 0.84, 0.1892, 555, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"__init__\", \"annotation\": \"\"}, \"snippet\": \" node.__init__(self, task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1654_C8\", \"label\": \"self._action_type =\", \"type\": \"assigned_variable\", \"loc\": [1654, 1654], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2957, 0.0002, 2, 0.84, 0.2162, 131, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._action_type = Task._action_task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1655_C8\", \"label\": \"self._action_type_desc =\", \"type\": \"assigned_variable\", \"loc\": [1655, 1655], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2959, 0.0002, 2, 0.84, 0.2432, 835, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._action_type_desc\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._action_type_desc = Task._action_names[self._action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1662_C8\", \"label\": \"self.checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [1662, 1662], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2971, 0.0002, 2, 0.84, 0.2703, 114, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.checksum_level = CHECKSUM_FILE_TIMESTAMPS\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1663_C8\", \"label\": \"self.param_generator_func =\", \"type\": \"assigned_variable\", \"loc\": [1663, 1663], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2973, 0.0002, 2, 0.84, 0.2973, 169, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1664_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [1664, 1664], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2975, 0.0002, 2, 0.84, 0.3243, 669, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1665_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [1665, 1665], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2976, 0.0002, 2, 0.84, 0.3514, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_generic\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1668_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [1668, 1668], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2982, 0.0002, 2, 0.84, 0.3784, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = generic_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1672_C8\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [1672, 1672], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2989, 0.0002, 2, 0.84, 0.4054, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._multiple_jobs_outputs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1673_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [1673, 1673], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2991, 0.0002, 2, 0.84, 0.4324, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1676_C8\", \"label\": \"self.user_defined_work_func =\", \"type\": \"assigned_variable\", \"loc\": [1676, 1676], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.2996, 0.0002, 2, 0.84, 0.4595, 135, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.user_defined_work_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.user_defined_work_func = func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1679_C8\", \"label\": \"self.posttask_functions =\", \"type\": \"assigned_variable\", \"loc\": [1679, 1679], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3001, 0.0002, 2, 0.84, 0.4865, 485, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"self.posttask_functions\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.posttask_functions = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1682_C8\", \"label\": \"self.cnt_task_mkdir =\", \"type\": \"assigned_variable\", \"loc\": [1682, 1682], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3007, 0.0002, 2, 0.84, 0.5135, 134, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"self.cnt_task_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.cnt_task_mkdir = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1686_C8\", \"label\": \"self.indeterminate_output =\", \"type\": \"assigned_variable\", \"loc\": [1686, 1686], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3014, 0.0002, 2, 0.84, 0.5405, 193, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"self.indeterminate_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.indeterminate_output = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1689_C8\", \"label\": \"self.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [1689, 1689], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3019, 0.0002, 2, 0.84, 0.5676, 591, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1692_C8\", \"label\": \"self.semaphore_name =\", \"type\": \"assigned_variable\", \"loc\": [1692, 1692], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3025, 0.0002, 2, 0.84, 0.5946, 195, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.semaphore_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.semaphore_name = pipeline.name + \\\":\\\" + task_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1695_C8\", \"label\": \"self.active_if_checks =\", \"type\": \"assigned_variable\", \"loc\": [1695, 1695], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.303, 0.0002, 2, 0.84, 0.6216, 971, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.active_if_checks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.active_if_checks = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1698_C8\", \"label\": \"self.is_active =\", \"type\": \"assigned_variable\", \"loc\": [1698, 1698], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3035, 0.0002, 2, 0.84, 0.6486, 849, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.is_active\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.is_active = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1702_C8\", \"label\": \"self.created_via_decorator =\", \"type\": \"assigned_variable\", \"loc\": [1702, 1702], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3043, 0.0002, 2, 0.84, 0.6757, 591, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.created_via_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.created_via_decorator = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1705_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [1705, 1705], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3048, 0.0002, 2, 0.84, 0.7027, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._do_nothing_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1708_C8\", \"label\": \"self.parsed_args =\", \"type\": \"assigned_variable\", \"loc\": [1708, 1708], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3053, 0.0002, 2, 0.84, 0.7297, 579, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1709_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [1709, 1709], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3055, 0.0002, 2, 0.84, 0.7568, 187, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1712_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [1712, 1712], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.306, 0.0002, 2, 0.84, 0.7838, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1714_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [1714, 1714], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3064, 0.0002, 2, 0.84, 0.8108, 651, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1717_C8\", \"label\": \"self.has_input_param =\", \"type\": \"assigned_variable\", \"loc\": [1717, 1717], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3069, 0.0002, 2, 0.84, 0.8378, 619, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.has_input_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.has_input_param = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1718_C8\", \"label\": \"self.has_pipeline_in_input_param =\", \"type\": \"assigned_variable\", \"loc\": [1718, 1718], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3071, 0.0002, 2, 0.84, 0.8649, 597, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.has_pipeline_in_input_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.has_pipeline_in_input_param = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1723_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1723, 1725], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [4, 2, 0.3082, 0.0005, 2, 0.84, 0.8919, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_name in self.pipeline.task_names:\\n raise error_duplicate_task_name(\\\"Same task name %s specified multiple times in the \\\"\\n \\\"same pipeline (%s)\\\" % (task_name, self.pipeline.name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1727_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1727, 1727], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [8, 2, 0.3087, 0.0002, 2, 0.84, 0.9189, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline.tasks.add(self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1730_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1730, 1730], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [14, 2, 0.3093, 0.0002, 2, 0.84, 0.9459, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline[task_name] = [self]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1731_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1731, 1731], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [8, 2, 0.3094, 0.0002, 2, 0.84, 0.973, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline.task_names.add(task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1742_C8\", \"label\": \"for lookup\", \"type\": \"for\", \"loc\": [1742, 1749], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1634_C4\", \"vector\": [6, 2, 0.312, 0.0014, 2, 0.84, 1.0, 955, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"lookup\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for lookup in (func, self.func_name, self.func_module_name + \\\".\\\" + self.func_name):\\n # don't add to lookup if this conflicts with a task_name which is\\n # always unique and overriding\\n if lookup not in self.pipeline.task_names:\\n if lookup in self.pipeline:\\n self.pipeline[lookup].append(self)\\n else:\\n self.pipeline[lookup] = [self]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1745_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1745, 1749], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1742_C8\", \"vector\": [4, 3, 0.3123, 0.0009, 3, 0.23, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if lookup not in self.pipeline.task_names:\\n if lookup in self.pipeline:\\n self.pipeline[lookup].append(self)\\n else:\\n self.pipeline[lookup] = [self]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1746_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1746, 1749], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1745_C12\", \"vector\": [4, 4, 0.3124, 0.0007, 4, 0.64, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if lookup in self.pipeline:\\n self.pipeline[lookup].append(self)\\n else:\\n self.pipeline[lookup] = [self]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1747_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1747, 1747], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1746_C16\", \"vector\": [8, 5, 0.3123, 0.0002, 5, 0.83, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline[lookup].append(self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1749_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1749, 1749], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1746_C16\", \"vector\": [14, 5, 0.3127, 0.0002, 5, 0.83, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.pipeline[lookup] = [self]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"label\": \"_clone\", \"type\": \"function\", \"loc\": [1758, 1788], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3169, 0.0055, 1, 0.79, 0.0972, 617, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"_clone\", \"arg_names\": [\"self\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _clone(self, pipeline):\\n \\\"\\\"\\\"\\n * Clones a Task object from self\\n \\\"\\\"\\\"\\n new_task = Task(self.user_defined_work_func, self._name, pipeline)\\n new_task._action_type = self._action_type\\n new_task._action_type_desc = self._action_type_desc\\n new_task.checksum_level = self.checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1759_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1759, 1761], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [8, 2, 0.3146, 0.0005, 2, 0.61, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n * Clones a Task object from self\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1762_C8\", \"label\": \"new_task = Task()\", \"type\": \"assigned_variable\", \"loc\": [1762, 1762], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.315, 0.0002, 2, 0.61, 0.0385, 822, 3, 3, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"new_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" new_task = Task(self.user_defined_work_func, self._name, pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1763_C8\", \"label\": \"new_task._action_type =\", \"type\": \"assigned_variable\", \"loc\": [1763, 1763], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3152, 0.0002, 2, 0.61, 0.0769, 947, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task._action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task._action_type = self._action_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1764_C8\", \"label\": \"new_task._action_type_desc =\", \"type\": \"assigned_variable\", \"loc\": [1764, 1764], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3153, 0.0002, 2, 0.61, 0.1154, 440, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task._action_type_desc\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task._action_type_desc = self._action_type_desc\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1765_C8\", \"label\": \"new_task.checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [1765, 1765], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3155, 0.0002, 2, 0.61, 0.1538, 504, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.checksum_level = self.checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1766_C8\", \"label\": \"new_task.param_generator_func =\", \"type\": \"assigned_variable\", \"loc\": [1766, 1766], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3157, 0.0002, 2, 0.61, 0.1923, 3, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.param_generator_func = self.param_generator_func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1767_C8\", \"label\": \"new_task.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [1767, 1767], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3159, 0.0002, 2, 0.61, 0.2308, 30, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.needs_update_func = self.needs_update_func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1768_C8\", \"label\": \"new_task.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [1768, 1768], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3161, 0.0002, 2, 0.61, 0.2692, 831, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.job_wrapper = self.job_wrapper\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1769_C8\", \"label\": \"new_task.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [1769, 1769], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3162, 0.0002, 2, 0.61, 0.3077, 914, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.job_descriptor = self.job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1770_C8\", \"label\": \"new_task._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [1770, 1770], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3164, 0.0002, 2, 0.61, 0.3462, 231, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task._is_single_job_single_output = self._is_single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1771_C8\", \"label\": \"new_task.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [1771, 1771], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3166, 0.0002, 2, 0.61, 0.3846, 972, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.single_multi_io = self.single_multi_io\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1772_C8\", \"label\": \"new_task.posttask_functions =\", \"type\": \"assigned_variable\", \"loc\": [1772, 1772], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3168, 0.0002, 2, 0.61, 0.4231, 439, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.posttask_functions\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.posttask_functions = self.posttask_functions\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1773_C8\", \"label\": \"new_task.cnt_task_mkdir =\", \"type\": \"assigned_variable\", \"loc\": [1773, 1773], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3169, 0.0002, 2, 0.61, 0.4615, 715, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.cnt_task_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.cnt_task_mkdir = self.cnt_task_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1774_C8\", \"label\": \"new_task.indeterminate_output =\", \"type\": \"assigned_variable\", \"loc\": [1774, 1774], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3171, 0.0002, 2, 0.61, 0.5, 457, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.indeterminate_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.indeterminate_output = self.indeterminate_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1775_C8\", \"label\": \"new_task.semaphore_name =\", \"type\": \"assigned_variable\", \"loc\": [1775, 1775], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3173, 0.0002, 2, 0.61, 0.5385, 651, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.semaphore_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.semaphore_name = self.semaphore_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1776_C8\", \"label\": \"new_task.is_active =\", \"type\": \"assigned_variable\", \"loc\": [1776, 1776], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3175, 0.0002, 2, 0.61, 0.5769, 409, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.is_active\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.is_active = self.is_active\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1777_C8\", \"label\": \"new_task.created_via_decorator =\", \"type\": \"assigned_variable\", \"loc\": [1777, 1777], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3177, 0.0002, 2, 0.61, 0.6154, 448, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.created_via_decorator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.created_via_decorator = self.created_via_decorator\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1778_C8\", \"label\": \"new_task.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [1778, 1778], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3178, 0.0002, 2, 0.61, 0.6538, 906, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.setup_task_func = self.setup_task_func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1779_C8\", \"label\": \"new_task.error_type =\", \"type\": \"assigned_variable\", \"loc\": [1779, 1779], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.318, 0.0002, 2, 0.61, 0.6923, 108, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.error_type = self.error_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1780_C8\", \"label\": \"new_task.syntax =\", \"type\": \"assigned_variable\", \"loc\": [1780, 1780], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3182, 0.0002, 2, 0.61, 0.7308, 888, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.syntax = self.syntax\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1781_C8\", \"label\": \"new_task.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [1781, 1781], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3184, 0.0002, 2, 0.61, 0.7692, 517, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.description_with_args_placeholder = self.description_with_args_placeholder\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1782_C8\", \"label\": \"new_task.has_input_param =\", \"type\": \"assigned_variable\", \"loc\": [1782, 1782], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3186, 0.0002, 2, 0.61, 0.8077, 906, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.has_input_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.has_input_param = self.has_input_param\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1783_C8\", \"label\": \"new_task.has_pipeline_in_input_param =\", \"type\": \"assigned_variable\", \"loc\": [1783, 1783], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3187, 0.0002, 2, 0.61, 0.8462, 322, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.has_pipeline_in_input_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.has_pipeline_in_input_param = self.has_pipeline_in_input_param\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1784_C8\", \"label\": \"new_task.output_filenames = list()\", \"type\": \"assigned_variable\", \"loc\": [1784, 1784], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3189, 0.0002, 2, 0.61, 0.8846, 693, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"new_task.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" new_task.output_filenames = list(self.output_filenames)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1785_C8\", \"label\": \"new_task.active_if_checks = list()\", \"type\": \"assigned_variable\", \"loc\": [1785, 1785], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3191, 0.0002, 2, 0.61, 0.9231, 556, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"new_task.active_if_checks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" new_task.active_if_checks = list(self.active_if_checks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1786_C8\", \"label\": \"new_task.parsed_args = dict()\", \"type\": \"assigned_variable\", \"loc\": [1786, 1786], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [14, 2, 0.3193, 0.0002, 2, 0.61, 0.9615, 110, 3, 1, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"new_task.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" new_task.parsed_args = dict(self.parsed_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1788_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1788, 1788], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1758_C4\", \"vector\": [13, 2, 0.3196, 0.0002, 2, 0.61, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_task\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1795_C4\", \"label\": \"set_input\", \"type\": \"function\", \"loc\": [1795, 1832], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3242, 0.0068, 1, 0.79, 0.1111, 576, 0, 2, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"set_input\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def set_input(self, **args):\\n #\\n # For product: filter parameter is a list of formatter()\\n #\\n if (\\\"filter\\\" in self.parsed_args and\\n isinstance(self.parsed_args[\\\"filter\\\"], list)):\\n # the number of input is the count of filter\\n cnt_expected_input = len(self.parsed_args[\\\"filter\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1799_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1799, 1822], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1795_C4\", \"vector\": [4, 2, 0.3237, 0.0043, 2, 0.68, 0.0, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (\\\"filter\\\" in self.parsed_args and\\n isinstance(self.parsed_args[\\\"filter\\\"], list)):\\n # the number of input is the count of filter\\n cnt_expected_input = len(self.parsed_args[\\\"filter\\\"])\\n\\n # make sure the parsed parameter argument is setup, with empty\\n # lists if necessary\\n # Should have been done already...\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1802_C12\", \"label\": \"cnt_expected_input = len()\", \"type\": \"assigned_variable\", \"loc\": [1802, 1802], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1799_C8\", \"vector\": [14, 3, 0.3221, 0.0002, 3, 0.6, 0.0, 894, 3, 1, 0, 0, 890, 10, 1], \"semantic\": {\"name\": \"cnt_expected_input\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"len\", \"annotation\": \"\"}, \"snippet\": \" cnt_expected_input = len(self.parsed_args[\\\"filter\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1813_C12\", \"label\": \"for inputN\", \"type\": \"for\", \"loc\": [1813, 1817], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1799_C8\", \"vector\": [6, 3, 0.3245, 0.0009, 3, 0.6, 0.3333, 229, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"inputN\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for inputN in range(cnt_expected_input):\\n input_name = \\\"input%d\\\" % (inputN + 1)\\n if input_name in args:\\n self.parsed_args[\\\"input\\\"][inputN] = args[input_name]\\n del args[input_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1814_C16\", \"label\": \"input_name =\", \"type\": \"assigned_variable\", \"loc\": [1814, 1814], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1813_C12\", \"vector\": [14, 4, 0.3243, 0.0002, 4, 0.06, 0.0, 503, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"input_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" input_name = \\\"input%d\\\" % (inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1815_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1815, 1817], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L1813_C12\", \"vector\": [4, 4, 0.3246, 0.0005, 4, 0.06, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if input_name in args:\\n self.parsed_args[\\\"input\\\"][inputN] = args[input_name]\\n del args[input_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1816_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1816, 1816], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1815_C16\", \"vector\": [14, 5, 0.3246, 0.0002, 5, 0.1, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"input\\\"][inputN] = args[input_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1819_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1819, 1821], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1799_C8\", \"vector\": [4, 3, 0.3253, 0.0005, 3, 0.6, 0.6667, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(args):\\n raise error_set_input(\\\"Unexpected arguments in set_input(%s). \\\"\\n \\\"Only expecting inputN=???\\\" % (args,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1822_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1822, 1822], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1799_C8\", \"vector\": [13, 3, 0.3257, 0.0002, 3, 0.6, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1824_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1824, 1828], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1795_C4\", \"vector\": [4, 2, 0.3264, 0.0009, 2, 0.68, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"input\\\" in args:\\n self.parsed_args[\\\"input\\\"] = args[\\\"input\\\"]\\n del args[\\\"input\\\"]\\n else:\\n raise error_set_input(\\\"Missing arguments in set_input(input=???)\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1825_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1825, 1825], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1824_C8\", \"vector\": [14, 3, 0.3262, 0.0002, 3, 0.33, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"input\\\"] = args[\\\"input\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1830_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1830, 1832], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1795_C4\", \"vector\": [4, 2, 0.3273, 0.0005, 2, 0.68, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(args):\\n raise error_set_input(\\\"Unexpected arguments in set_input(%s). \\\"\\n \\\"Only expecting input=???\\\" % (args,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1839_C4\", \"label\": \"_init_for_pipeline\", \"type\": \"function\", \"loc\": [1839, 1858], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3304, 0.0036, 1, 0.79, 0.125, 929, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"_init_for_pipeline\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _init_for_pipeline(self):\\n \\\"\\\"\\\"\\n Initialize variables for pipeline run / printout\\n\\n **********\\n BEWARE\\n **********\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1840_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1840, 1855], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1839_C4\", \"vector\": [8, 2, 0.3303, 0.0029, 2, 0.43, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Initialize variables for pipeline run / printout\\n\\n **********\\n BEWARE\\n **********\\n\\n Because state is stored, ruffus is *not* reentrant.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1858_C8\", \"label\": \"self.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [1858, 1858], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1839_C4\", \"vector\": [14, 2, 0.3321, 0.0002, 2, 0.43, 1.0, 591, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1865_C4\", \"label\": \"_set_action_type\", \"type\": \"function\", \"loc\": [1865, 1881], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3348, 0.003, 1, 0.79, 0.1389, 538, 0, 2, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [\"self\", \"new_action_type\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _set_action_type(self, new_action_type):\\n \\\"\\\"\\\"\\n Save how this task\\n 1) tests whether it is up-to-date and\\n 2) handles input/output files\\n\\n Checks that the task has not been defined with conflicting actions\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1866_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1866, 1873], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1865_C4\", \"vector\": [8, 2, 0.3342, 0.0014, 2, 0.14, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Save how this task\\n 1) tests whether it is up-to-date and\\n 2) handles input/output files\\n\\n Checks that the task has not been defined with conflicting actions\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1874_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1874, 1879], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1865_C4\", \"vector\": [4, 2, 0.3354, 0.0011, 2, 0.14, 0.3333, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self._action_type not in (Task._action_unspecified, Task._action_task):\\n old_action = Task._action_names[self._action_type]\\n new_action = Task._action_names[new_action_type]\\n actions = \\\" and \\\".join(list(set((old_action, new_action))))\\n raise error_decorator_args(\\\"%s\\\\n has conflicting task specifications: (%s)\\\\n\\\" %\\n (self.description_with_args_placeholder % \\\"...\\\", actions))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1875_C12\", \"label\": \"old_action =\", \"type\": \"assigned_variable\", \"loc\": [1875, 1875], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1874_C8\", \"vector\": [14, 3, 0.3352, 0.0002, 3, 0.83, 0.0, 626, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"old_action\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" old_action = Task._action_names[self._action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1876_C12\", \"label\": \"new_action =\", \"type\": \"assigned_variable\", \"loc\": [1876, 1876], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1874_C8\", \"vector\": [14, 3, 0.3354, 0.0002, 3, 0.83, 0.5, 132, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_action\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_action = Task._action_names[new_action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1877_C12\", \"label\": \"actions = join()\", \"type\": \"assigned_variable\", \"loc\": [1877, 1877], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1874_C8\", \"vector\": [14, 3, 0.3355, 0.0002, 3, 0.83, 1.0, 317, 3, 1, 0, 0, 933, 10, 3], \"semantic\": {\"name\": \"actions\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" actions = \\\" and \\\".join(list(set((old_action, new_action))))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1880_C8\", \"label\": \"self._action_type =\", \"type\": \"assigned_variable\", \"loc\": [1880, 1880], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1865_C4\", \"vector\": [14, 2, 0.3361, 0.0002, 2, 0.14, 0.6667, 131, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._action_type = new_action_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1881_C8\", \"label\": \"self._action_type_desc =\", \"type\": \"assigned_variable\", \"loc\": [1881, 1881], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1865_C4\", \"vector\": [14, 2, 0.3363, 0.0002, 2, 0.14, 1.0, 835, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._action_type_desc\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._action_type_desc = Task._action_names[new_action_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1888_C4\", \"label\": \"_get_job_name\", \"type\": \"function\", \"loc\": [1888, 1894], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.338, 0.0013, 1, 0.79, 0.1528, 809, 0, 4, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"_get_job_name\", \"arg_names\": [\"self\", \"descriptive_param\", \"verbose_abbreviated_path\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_job_name(self, descriptive_param, verbose_abbreviated_path, runtime_data):\\n \\\"\\\"\\\"\\n Use job descriptor to return short name for job including any parameters\\n\\n runtime_data is not (yet) used but may be used to add context in future\\n \\\"\\\"\\\"\\n return self.job_descriptor(descriptive_param, verbose_abbreviated_path, runtime_data)[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1889_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1889, 1893], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1888_C4\", \"vector\": [8, 2, 0.338, 0.0009, 2, 0.28, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Use job descriptor to return short name for job including any parameters\\n\\n runtime_data is not (yet) used but may be used to add context in future\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1894_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1894, 1894], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1888_C4\", \"vector\": [13, 2, 0.3386, 0.0002, 2, 0.28, 1.0, 0, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.job_descriptor(descriptive_param, verbose_abbreviated_path, runtime_data)[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1901_C4\", \"label\": \"_get_display_name\", \"type\": \"function\", \"loc\": [1901, 1905], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3402, 0.0009, 1, 0.79, 0.1667, 390, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"_get_display_name\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_display_name(self):\\n \\\"\\\"\\\"\\n Returns task name, removing __main__. namespace or main. if present\\n \\\"\\\"\\\"\\n return self._name.replace(\\\"__main__.\\\", \\\"\\\").replace(\\\"main.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1902_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1902, 1904], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1901_C4\", \"vector\": [8, 2, 0.3402, 0.0005, 2, 0.29, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Returns task name, removing __main__. namespace or main. if present\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1905_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1905, 1905], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1901_C4\", \"vector\": [13, 2, 0.3405, 0.0002, 2, 0.29, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._name.replace(\\\"__main__.\\\", \\\"\\\").replace(\\\"main.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1912_C4\", \"label\": \"_get_decorated_function\", \"type\": \"function\", \"loc\": [1912, 1925], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.343, 0.0025, 1, 0.79, 0.1806, 743, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"_get_decorated_function\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_decorated_function(self):\\n \\\"\\\"\\\"\\n Returns name of task function, removing __main__ namespace if necessary\\n If not specified using decorator notation, returns empty string\\n N.B. Returns trailing new line\\n\\n \\\"\\\"\\\"\\n if not self.created_via_decorator:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1913_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1913, 1918], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1912_C4\", \"vector\": [8, 2, 0.3424, 0.0011, 2, 0.49, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Returns name of task function, removing __main__ namespace if necessary\\n If not specified using decorator notation, returns empty string\\n N.B. Returns trailing new line\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1919_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1919, 1920], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1912_C4\", \"vector\": [4, 2, 0.3431, 0.0004, 2, 0.49, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not self.created_via_decorator:\\n return \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1920_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1920, 1920], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1919_C8\", \"vector\": [13, 3, 0.3432, 0.0002, 3, 0.16, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1922_C8\", \"label\": \"func_name =\", \"type\": \"assigned_variable\", \"loc\": [1922, 1924], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1912_C4\", \"vector\": [14, 2, 0.3438, 0.0005, 2, 0.49, 0.6667, 498, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"func_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" func_name = (self.func_module_name + \\\".\\\" +\\n self.func_name) \\\\\\n if self.func_module_name != \\\"__main__\\\" else self.func_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1925_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1925, 1925], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1912_C4\", \"vector\": [13, 2, 0.3441, 0.0002, 2, 0.49, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"def %s(...):\\\\n ...\\\\n\\\" % func_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1932_C4\", \"label\": \"_update_active_state\", \"type\": \"function\", \"loc\": [1932, 1950], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.347, 0.0034, 1, 0.79, 0.1944, 335, 0, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_update_active_state\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _update_active_state(self):\\n #\\n # If has an @active_if decorator, check if the task needs to be run\\n # @active_if parameters may be call back functions or booleans\\n #\\n if (self.active_if_checks is not None and\\n any(not arg() if isinstance(arg, collections.Callable) else not arg\\n for arg in self.active_if_checks)):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1937_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1937, 1950], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1932_C4\", \"vector\": [4, 2, 0.3474, 0.0025, 2, 0.08, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (self.active_if_checks is not None and\\n any(not arg() if isinstance(arg, collections.Callable) else not arg\\n for arg in self.active_if_checks)):\\n # flip is active to false.\\n # ( get_output_files() will return empty if inactive )\\n # Remember each iteration of pipeline_printout pipeline_run\\n # will have another bite at changing this value\\n self.is_active = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1944_C12\", \"label\": \"self.is_active =\", \"type\": \"assigned_variable\", \"loc\": [1944, 1944], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1937_C8\", \"vector\": [14, 3, 0.3475, 0.0002, 3, 0.2, 0.0, 849, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.is_active\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.is_active = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1950_C12\", \"label\": \"self.is_active =\", \"type\": \"assigned_variable\", \"loc\": [1950, 1950], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1937_C8\", \"vector\": [14, 3, 0.3486, 0.0002, 3, 0.2, 1.0, 849, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.is_active\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.is_active = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"label\": \"_printout\", \"type\": \"function\", \"loc\": [1961, 2138], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3664, 0.0318, 1, 0.79, 0.2083, 375, 0, 8, 1, 0, 0, 0, 32], \"semantic\": {\"name\": \"_printout\", \"arg_names\": [\"self\", \"runtime_data\", \"force_rerun\", \"job_history\", \"task_is_out_of_date\", \"verbose\", \"verbose_abbreviated_path\", \"indent\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _printout(self, runtime_data, force_rerun, job_history, task_is_out_of_date, verbose=1,\\n verbose_abbreviated_path=2, indent=4):\\n \\\"\\\"\\\"\\n Print out all jobs for this task\\n\\n verbose =\\n level 1 : logs Out-of-date Task names\\n level 2 : logs All Tasks (including any task function\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1963_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1963, 1979], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [8, 2, 0.3523, 0.003, 2, 0.12, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Print out all jobs for this task\\n\\n verbose =\\n level 1 : logs Out-of-date Task names\\n level 2 : logs All Tasks (including any task function\\n docstrings)\\n level 3 : logs Out-of-date Jobs in Out-of-date Tasks, no\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1981_C8\", \"label\": \"_get_job_names\", \"type\": \"function\", \"loc\": [1981, 1988], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [2, 2, 0.3548, 0.0014, 2, 0.12, 0.0769, 181, 0, 2, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"_get_job_names\", \"arg_names\": [\"unglobbed_params\", \"indent_str\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_job_names(unglobbed_params, indent_str):\\n job_names = self.job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data)[1]\\n if len(job_names) > 1:\\n job_names = ([indent_str + job_names[0]] +\\n [indent_str + \\\" \\\" + jn for jn in job_names[1:]])\\n else:\\n job_names = ([indent_str + job_names[0]])\\n return job_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1982_C12\", \"label\": \"job_names =\", \"type\": \"assigned_variable\", \"loc\": [1982, 1982], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1981_C8\", \"vector\": [14, 3, 0.3543, 0.0002, 3, 0.44, 0.0, 466, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"job_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_names = self.job_descriptor(unglobbed_params, verbose_abbreviated_path, runtime_data)[1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1983_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1983, 1987], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1981_C8\", \"vector\": [4, 3, 0.3548, 0.0009, 3, 0.44, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_names) > 1:\\n job_names = ([indent_str + job_names[0]] +\\n [indent_str + \\\" \\\" + jn for jn in job_names[1:]])\\n else:\\n job_names = ([indent_str + job_names[0]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1984_C16\", \"label\": \"job_names =\", \"type\": \"assigned_variable\", \"loc\": [1984, 1985], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1983_C12\", \"vector\": [14, 4, 0.3548, 0.0004, 4, 0.09, 0.0, 466, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"job_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_names = ([indent_str + job_names[0]] +\\n [indent_str + \\\" \\\" + jn for jn in job_names[1:]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1987_C16\", \"label\": \"job_names =\", \"type\": \"assigned_variable\", \"loc\": [1987, 1987], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1983_C12\", \"vector\": [14, 4, 0.3552, 0.0002, 4, 0.09, 1.0, 466, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"job_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_names = ([indent_str + job_names[0]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1988_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1988, 1988], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1981_C8\", \"vector\": [13, 3, 0.3554, 0.0002, 3, 0.44, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return job_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1990_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1990, 1991], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3558, 0.0004, 2, 0.12, 0.1538, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not verbose:\\n return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L1991_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1991, 1991], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L1990_C8\", \"vector\": [13, 3, 0.3559, 0.0002, 3, 0.74, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1993_C8\", \"label\": \"indent_str =\", \"type\": \"assigned_variable\", \"loc\": [1993, 1993], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [14, 2, 0.3563, 0.0002, 2, 0.12, 0.2308, 860, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"indent_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" indent_str = ' ' * indent\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L1995_C8\", \"label\": \"messages =\", \"type\": \"assigned_variable\", \"loc\": [1995, 1995], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [14, 2, 0.3566, 0.0002, 2, 0.12, 0.3077, 312, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"messages\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" messages = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L1998_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1998, 1999], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [8, 2, 0.3573, 0.0004, 2, 0.12, 0.3846, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\"Task = %r %s \\\" % (self._get_display_name(),\\n (\\\" >>Forced to rerun<<\\\" if force_rerun else \\\"\\\")))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2000_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2000, 2001], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3576, 0.0004, 2, 0.12, 0.4615, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose == 1:\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2001_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2001, 2001], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2000_C8\", \"vector\": [13, 3, 0.3577, 0.0002, 3, 0.06, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2005_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2005, 2006], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3585, 0.0004, 2, 0.12, 0.5385, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 2 and len(self.func_description):\\n messages.append(indent_str + '\\\"' + self.func_description + '\\\"')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2006_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2006, 2006], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2005_C8\", \"vector\": [8, 3, 0.3586, 0.0002, 3, 0.37, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + '\\\"' + self.func_description + '\\\"')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2011_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2011, 2018], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3601, 0.0014, 2, 0.12, 0.6154, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 10:\\n if self._is_single_job_single_output == self._single_job_single_output:\\n messages.append(\\\" Single job single output\\\")\\n elif self._is_single_job_single_output == self._multiple_jobs_outputs:\\n messages.append(\\\" Multiple jobs Multiple outputs\\\")\\n else:\\n messages.append(\\\" Single jobs status depends on %r\\\" %\\n self._is_single_job_single_output._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2012_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2012, 2018], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2011_C8\", \"vector\": [4, 3, 0.3602, 0.0013, 3, 0.44, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self._is_single_job_single_output == self._single_job_single_output:\\n messages.append(\\\" Single job single output\\\")\\n elif self._is_single_job_single_output == self._multiple_jobs_outputs:\\n messages.append(\\\" Multiple jobs Multiple outputs\\\")\\n else:\\n messages.append(\\\" Single jobs status depends on %r\\\" %\\n self._is_single_job_single_output._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2013_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2013, 2013], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2012_C12\", \"vector\": [8, 4, 0.3598, 0.0002, 4, 0.7, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\" Single job single output\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2014_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2014, 2018], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2012_C12\", \"vector\": [4, 4, 0.3604, 0.0009, 4, 0.7, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif self._is_single_job_single_output == self._multiple_jobs_outputs:\\n messages.append(\\\" Multiple jobs Multiple outputs\\\")\\n else:\\n messages.append(\\\" Single jobs status depends on %r\\\" %\\n self._is_single_job_single_output._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2015_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2015, 2015], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2014_C12\", \"vector\": [8, 5, 0.3602, 0.0002, 5, 0.38, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\" Multiple jobs Multiple outputs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2017_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2017, 2018], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2014_C12\", \"vector\": [8, 5, 0.3607, 0.0004, 5, 0.38, 1.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\" Single jobs status depends on %r\\\" %\\n self._is_single_job_single_output._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2021_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2021, 2022], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3614, 0.0004, 2, 0.12, 0.6923, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose <= 2:\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2022_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2022, 2022], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2021_C8\", \"vector\": [13, 3, 0.3615, 0.0002, 3, 0.23, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2031_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2031, 2038], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3637, 0.0014, 2, 0.12, 0.7692, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not self.is_active:\\n # LOGGER\\n if verbose <= 3:\\n return messages\\n messages.append(indent_str + \\\"Task is inactive\\\")\\n # add spacer line\\n messages.append(\\\"\\\")\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2033_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2033, 2034], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2031_C8\", \"vector\": [4, 3, 0.3635, 0.0004, 3, 0.17, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose <= 3:\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2034_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2034, 2034], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2033_C12\", \"vector\": [13, 4, 0.3636, 0.0002, 4, 0.61, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2035_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2035, 2035], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2031_C8\", \"vector\": [8, 3, 0.3638, 0.0002, 3, 0.17, 0.3333, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\"Task is inactive\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2037_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2037, 2037], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2031_C8\", \"vector\": [8, 3, 0.3641, 0.0002, 3, 0.17, 0.6667, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2038_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2038, 2038], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2031_C8\", \"vector\": [13, 3, 0.3643, 0.0002, 3, 0.17, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2043, 2136], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [4, 2, 0.3735, 0.0168, 2, 0.12, 0.8462, 0, 0, 0, 0, 0, 0, 0, 19], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.param_generator_func is None:\\n # LOGGER\\n if verbose <= 3:\\n return messages\\n\\n #\\n # needs update func = None: always needs update\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2045_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2045, 2046], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3657, 0.0004, 3, 0.25, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose <= 3:\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2046_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2046, 2046], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2045_C12\", \"vector\": [13, 4, 0.3657, 0.0002, 4, 0.6, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2051_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2051, 2053], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3668, 0.0005, 3, 0.25, 0.1111, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not self.needs_update_func:\\n messages.append(indent_str + \\\"Task needs update: No func to check if up-to-date.\\\")\\n return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2052_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2052, 2052], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2051_C12\", \"vector\": [8, 4, 0.3668, 0.0002, 4, 0.3, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\"Task needs update: No func to check if up-to-date.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2053_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2053, 2053], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2051_C12\", \"vector\": [13, 4, 0.367, 0.0002, 4, 0.3, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2055_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2055, 2060], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3678, 0.0011, 3, 0.25, 0.2222, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2056_C16\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2056, 2058], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2055_C12\", \"vector\": [14, 4, 0.3677, 0.0005, 4, 0.51, 0.0, 90, 3, 3, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2060_C16\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2060, 2060], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2055_C12\", \"vector\": [14, 4, 0.3683, 0.0002, 4, 0.51, 1.0, 90, 3, 0, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2062_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2062, 2063], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3687, 0.0004, 3, 0.25, 0.3333, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if needs_update:\\n messages.append(indent_str + \\\"Task needs update: %s\\\" % msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2063_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2063, 2063], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2062_C12\", \"vector\": [8, 4, 0.3688, 0.0002, 4, 0.02, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\"Task needs update: %s\\\" % msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2079_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [2079, 2079], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [14, 3, 0.3716, 0.0002, 3, 0.25, 0.4444, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"MATCH_FAILURE\\\"] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2084_C12\", \"label\": \"cnt_jobs =\", \"type\": \"assigned_variable\", \"loc\": [2084, 2084], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [14, 3, 0.3725, 0.0002, 3, 0.25, 0.5556, 523, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_jobs = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2085_C12\", \"label\": \"for params, unglobbed_params\", \"type\": \"for\", \"loc\": [2085, 2118], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [6, 3, 0.3757, 0.0061, 3, 0.25, 0.6667, 47, 3, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"params, unglobbed_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for params, unglobbed_params in self.param_generator_func(runtime_data):\\n cnt_jobs += 1\\n\\n #\\n # needs update func = None: always needs update\\n #\\n if not self.needs_update_func:\\n if verbose >= 5:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2091_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2091, 2096], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2085_C12\", \"vector\": [4, 4, 0.3742, 0.0011, 4, 0.81, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not self.needs_update_func:\\n if verbose >= 5:\\n messages.extend(_get_job_names(unglobbed_params, indent_str))\\n messages.append(indent_str + \\\" Jobs needs update: No \\\"\\n \\\"function to check if up-to-date or not\\\")\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2092_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2092, 2095], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2091_C16\", \"vector\": [4, 5, 0.3742, 0.0007, 5, 0.5, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 5:\\n messages.extend(_get_job_names(unglobbed_params, indent_str))\\n messages.append(indent_str + \\\" Jobs needs update: No \\\"\\n \\\"function to check if up-to-date or not\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2093_C24\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [2093, 2093], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2092_C20\", \"vector\": [8, 6, 0.3742, 0.0002, 6, 0.77, 0.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" messages.extend(_get_job_names(unglobbed_params, indent_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2094_C24\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2094, 2095], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2092_C20\", \"vector\": [8, 6, 0.3744, 0.0004, 6, 0.77, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\" Jobs needs update: No \\\"\\n \\\"function to check if up-to-date or not\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2098_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2098, 2103], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2085_C12\", \"vector\": [4, 4, 0.3755, 0.0011, 4, 0.81, 0.5, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n *params, task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2099_C20\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2099, 2101], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2098_C16\", \"vector\": [14, 5, 0.3754, 0.0005, 5, 0.06, 0.0, 90, 3, 4, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(\\n *params, task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2103_C20\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2103, 2103], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2098_C16\", \"vector\": [14, 5, 0.3759, 0.0002, 5, 0.06, 1.0, 90, 3, 1, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2105_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2105, 2118], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2085_C12\", \"vector\": [4, 4, 0.3775, 0.0025, 4, 0.81, 1.0, 0, 2, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if needs_update:\\n messages.extend(_get_job_names(unglobbed_params, indent_str))\\n if verbose >= 4:\\n per_job_messages = [(indent_str + s)\\n for s in (\\\" Job needs update: %s\\\" % msg).split(\\\"\\\\n\\\")]\\n messages.extend(per_job_messages)\\n else:\\n messages.append(indent_str + \\\" Job needs update\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2106_C20\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [2106, 2106], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2105_C16\", \"vector\": [8, 5, 0.3765, 0.0002, 5, 0.78, 0.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" messages.extend(_get_job_names(unglobbed_params, indent_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2107_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2107, 2112], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2105_C16\", \"vector\": [4, 5, 0.3771, 0.0011, 5, 0.78, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 4:\\n per_job_messages = [(indent_str + s)\\n for s in (\\\" Job needs update: %s\\\" % msg).split(\\\"\\\\n\\\")]\\n messages.extend(per_job_messages)\\n else:\\n messages.append(indent_str + \\\" Job needs update\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2108_C24\", \"label\": \"per_job_messages =\", \"type\": \"assigned_variable\", \"loc\": [2108, 2109], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2107_C20\", \"vector\": [14, 6, 0.3769, 0.0004, 6, 0.44, 0.0, 831, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"per_job_messages\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" per_job_messages = [(indent_str + s)\\n for s in (\\\" Job needs update: %s\\\" % msg).split(\\\"\\\\n\\\")]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2110_C24\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [2110, 2110], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2107_C20\", \"vector\": [8, 6, 0.3772, 0.0002, 6, 0.44, 0.5, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" messages.extend(per_job_messages)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2112_C24\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2112, 2112], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2107_C20\", \"vector\": [8, 6, 0.3775, 0.0002, 6, 0.44, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\" Job needs update\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2117_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2117, 2118], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2105_C16\", \"vector\": [4, 5, 0.3785, 0.0004, 5, 0.78, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (task_is_out_of_date and verbose >= 5) or verbose >= 6:\\n messages.extend(_get_job_names(unglobbed_params, indent_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2118_C24\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [2118, 2118], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2117_C20\", \"vector\": [8, 6, 0.3786, 0.0002, 6, 0.57, 0.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" messages.extend(_get_job_names(unglobbed_params, indent_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2128_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2128, 2130], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3806, 0.0005, 3, 0.25, 0.7778, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_jobs == 0:\\n messages.append(indent_str + \\\"!!! No jobs for this task. Are you sure there is \\\"\\n \\\"not a error in your code / regular expression?\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2129_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2129, 2130], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2128_C12\", \"vector\": [8, 4, 0.3807, 0.0004, 4, 0.35, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\"!!! No jobs for this task. Are you sure there is \\\"\\n \\\"not a error in your code / regular expression?\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2132_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2132, 2135], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [4, 3, 0.3814, 0.0007, 3, 0.25, 0.8889, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 4 or (verbose and cnt_jobs == 0):\\n if runtime_data and \\\"MATCH_FAILURE\\\" in runtime_data:\\n for s in runtime_data[\\\"MATCH_FAILURE\\\"]:\\n messages.append(indent_str + \\\"Job Warning: File match failure: \\\" + s)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2133_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2133, 2135], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2132_C12\", \"vector\": [4, 4, 0.3815, 0.0005, 4, 0.71, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if runtime_data and \\\"MATCH_FAILURE\\\" in runtime_data:\\n for s in runtime_data[\\\"MATCH_FAILURE\\\"]:\\n messages.append(indent_str + \\\"Job Warning: File match failure: \\\" + s)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2134_C20\", \"label\": \"for s\", \"type\": \"for\", \"loc\": [2134, 2135], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2133_C16\", \"vector\": [6, 5, 0.3816, 0.0004, 5, 0.46, 0.0, 553, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"s\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for s in runtime_data[\\\"MATCH_FAILURE\\\"]:\\n messages.append(indent_str + \\\"Job Warning: File match failure: \\\" + s)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2135_C24\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2135, 2135], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2134_C20\", \"vector\": [8, 6, 0.3817, 0.0002, 6, 0.81, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(indent_str + \\\"Job Warning: File match failure: \\\" + s)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2136_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [2136, 2136], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2043_C8\", \"vector\": [14, 3, 0.3818, 0.0002, 3, 0.25, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"MATCH_FAILURE\\\"] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2137_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2137, 2137], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [8, 2, 0.382, 0.0002, 2, 0.12, 0.9231, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" messages.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2138_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2138, 2138], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L1961_C4\", \"vector\": [13, 2, 0.3822, 0.0002, 2, 0.12, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return messages\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"label\": \"_is_up_to_date\", \"type\": \"function\", \"loc\": [2149, 2258], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.3939, 0.0197, 1, 0.79, 0.2222, 422, 0, 2, 1, 0, 0, 0, 25], \"semantic\": {\"name\": \"_is_up_to_date\", \"arg_names\": [\"self\", \"verbose_logger_job_history\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _is_up_to_date(self, verbose_logger_job_history):\\n \\\"\\\"\\\"\\n If true, depth first search will not pass through this node\\n \\\"\\\"\\\"\\n if not verbose_logger_job_history:\\n raise Exception(\\\"verbose_logger_job_history is None\\\")\\n\\n verbose_logger = verbose_logger_job_history[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2150_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2150, 2152], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"vector\": [8, 2, 0.3845, 0.0005, 2, 0.38, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n If true, depth first search will not pass through this node\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2153_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2153, 2154], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"vector\": [4, 2, 0.385, 0.0004, 2, 0.38, 0.25, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not verbose_logger_job_history:\\n raise Exception(\\\"verbose_logger_job_history is None\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2156_C8\", \"label\": \"verbose_logger =\", \"type\": \"assigned_variable\", \"loc\": [2156, 2156], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"vector\": [14, 2, 0.3854, 0.0002, 2, 0.38, 0.5, 532, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"verbose_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose_logger = verbose_logger_job_history[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2157_C8\", \"label\": \"job_history =\", \"type\": \"assigned_variable\", \"loc\": [2157, 2157], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"vector\": [14, 2, 0.3856, 0.0002, 2, 0.38, 0.75, 945, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"job_history\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_history = verbose_logger_job_history[1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [2159, 2258], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2149_C4\", \"vector\": [7, 2, 0.3948, 0.0179, 2, 0.38, 1.0, 0, 0, 1, 0, 0, 0, 0, 24], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n logger = verbose_logger.logger\\n verbose = verbose_logger.verbose\\n runtime_data = verbose_logger.runtime_data\\n verbose_abbreviated_path = verbose_logger.verbose_abbreviated_path\\n\\n log_at_level(logger, 10, verbose, \\\" Task = %r \\\" % self._get_display_name())\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2160_C12\", \"label\": \"logger =\", \"type\": \"assigned_variable\", \"loc\": [2160, 2160], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.3861, 0.0002, 3, 0.57, 0.0, 532, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" logger = verbose_logger.logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2161_C12\", \"label\": \"verbose =\", \"type\": \"assigned_variable\", \"loc\": [2161, 2161], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.3863, 0.0002, 3, 0.57, 0.1429, 108, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose = verbose_logger.verbose\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2162_C12\", \"label\": \"runtime_data =\", \"type\": \"assigned_variable\", \"loc\": [2162, 2162], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.3865, 0.0002, 3, 0.57, 0.2857, 362, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"runtime_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data = verbose_logger.runtime_data\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2163_C12\", \"label\": \"verbose_abbreviated_path =\", \"type\": \"assigned_variable\", \"loc\": [2163, 2163], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.3867, 0.0002, 3, 0.57, 0.4286, 825, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose_abbreviated_path = verbose_logger.verbose_abbreviated_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2165_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2165, 2165], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [8, 3, 0.387, 0.0002, 3, 0.57, 0.5714, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Task = %r \\\" % self._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2170_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2170, 2175], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [4, 3, 0.3884, 0.0011, 3, 0.57, 0.7143, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (self.active_if_checks is not None and\\n any(not arg() if isinstance(arg, collections.Callable) else not arg\\n for arg in self.active_if_checks)):\\n log_at_level(logger, 10, verbose, \\\" Inactive task: treat as Up to date\\\")\\n # print 'signaling that the inactive task is up to date'\\n return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2173_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2173, 2173], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2170_C12\", \"vector\": [8, 4, 0.3885, 0.0002, 4, 0.43, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Inactive task: treat as Up to date\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2175_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2175, 2175], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2170_C12\", \"vector\": [13, 4, 0.3888, 0.0002, 4, 0.43, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2180_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2180, 2182], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [4, 3, 0.3899, 0.0005, 3, 0.57, 0.8571, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func is None:\\n log_at_level(logger, 10, verbose, \\\" No update function: treat as out of date\\\")\\n return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2181_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2181, 2181], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2180_C12\", \"vector\": [8, 4, 0.3899, 0.0002, 4, 0.08, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" No update function: treat as out of date\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2182_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2182, 2182], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2180_C12\", \"vector\": [13, 4, 0.3901, 0.0002, 4, 0.08, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2187, 2227], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [4, 3, 0.3945, 0.0073, 3, 0.57, 1.0, 0, 0, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.param_generator_func is None:\\n if self.needs_update_func:\\n if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2188_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2188, 2198], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"vector\": [4, 4, 0.392, 0.002, 4, 0.7, 0.0, 0, 7, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func:\\n if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func()\\n log_at_level(logger, 10, verbose, \\\" Needs update = %s\\\" % needs_update)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2189_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2189, 2194], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2188_C16\", \"vector\": [4, 5, 0.3918, 0.0011, 5, 0.15, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2190_C24\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2190, 2192], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2189_C20\", \"vector\": [14, 6, 0.3917, 0.0005, 6, 0.88, 0.0, 90, 3, 3, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(\\n task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2194_C24\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2194, 2194], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2189_C20\", \"vector\": [14, 6, 0.3922, 0.0002, 6, 0.88, 1.0, 90, 3, 0, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2195_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2195, 2195], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2188_C16\", \"vector\": [8, 5, 0.3924, 0.0002, 5, 0.15, 0.3333, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Needs update = %s\\\" % needs_update)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2196_C20\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2196, 2196], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2188_C16\", \"vector\": [13, 5, 0.3926, 0.0002, 5, 0.15, 0.6667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return not needs_update\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2198_C20\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2198, 2198], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2188_C16\", \"vector\": [13, 5, 0.3929, 0.0002, 5, 0.15, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2203_C16\", \"label\": \"for params, unglobbed_params\", \"type\": \"for\", \"loc\": [2203, 2214], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"vector\": [6, 4, 0.3948, 0.0021, 4, 0.7, 0.25, 47, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"params, unglobbed_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for params, unglobbed_params in self.param_generator_func(runtime_data):\\n if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n *params, task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func(*params)\\n if needs_update:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2204_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2204, 2209], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2203_C16\", \"vector\": [4, 5, 0.3944, 0.0011, 5, 0.28, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = self.needs_update_func(\\n *params, task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = self.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2205_C24\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2205, 2207], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2204_C20\", \"vector\": [14, 6, 0.3944, 0.0005, 6, 0.15, 0.0, 90, 3, 4, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(\\n *params, task=self, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2209_C24\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [2209, 2209], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2204_C20\", \"vector\": [14, 6, 0.3949, 0.0002, 6, 0.15, 1.0, 90, 3, 1, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = self.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2210_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2210, 2214], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2203_C16\", \"vector\": [4, 5, 0.3954, 0.0009, 5, 0.28, 1.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if needs_update:\\n log_at_level(logger, 10, verbose, \\\" Needing update:\\\\n %s\\\"\\n % self._get_job_name(unglobbed_params,\\n verbose_abbreviated_path, runtime_data))\\n return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2211_C24\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2211, 2213], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2210_C20\", \"vector\": [8, 6, 0.3954, 0.0005, 6, 0.12, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Needing update:\\\\n %s\\\"\\n % self._get_job_name(unglobbed_params,\\n verbose_abbreviated_path, runtime_data))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2214_C24\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2214, 2214], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2210_C20\", \"vector\": [13, 6, 0.3958, 0.0002, 6, 0.12, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2219_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2219, 2223], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"vector\": [4, 4, 0.397, 0.0009, 4, 0.7, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (verbose >= 1 and \\\"ruffus_WARNING\\\" in runtime_data and\\n self.param_generator_func in runtime_data[\\\"ruffus_WARNING\\\"]):\\n for msg in runtime_data[\\\"ruffus_WARNING\\\"][self.param_generator_func]:\\n logger.warning(\\\" 'In Task\\\\n%s\\\\n%s\\\" % (\\n self.description_with_args_placeholder % \\\"...\\\", msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2221_C20\", \"label\": \"for msg\", \"type\": \"for\", \"loc\": [2221, 2223], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2219_C16\", \"vector\": [6, 5, 0.3972, 0.0005, 5, 0.86, 0.0, 712, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for msg in runtime_data[\\\"ruffus_WARNING\\\"][self.param_generator_func]:\\n logger.warning(\\\" 'In Task\\\\n%s\\\\n%s\\\" % (\\n self.description_with_args_placeholder % \\\"...\\\", msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2222_C24\", \"label\": \"warning()\", \"type\": \"expression\", \"loc\": [2222, 2223], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2221_C20\", \"vector\": [8, 6, 0.3973, 0.0004, 6, 0.49, 0.0, 320, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"warning\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"warning\", \"annotation\": \"\"}, \"snippet\": \" logger.warning(\\\" 'In Task\\\\n%s\\\\n%s\\\" % (\\n self.description_with_args_placeholder % \\\"...\\\", msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2225_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [2225, 2225], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"vector\": [8, 4, 0.3977, 0.0002, 4, 0.7, 0.75, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" All jobs up to date\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2227_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2227, 2227], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2187_C12\", \"vector\": [13, 4, 0.3981, 0.0002, 4, 0.7, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2238_C12\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [2238, 2238], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.4001, 0.0002, 3, 0.57, 0.0, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2242_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2242, 2245], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [4, 3, 0.4011, 0.0007, 3, 0.57, 0.1429, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if exceptionType == error_task:\\n exceptionValue.specify\\n inst.specify_task(self, \\\"Exceptions in dependency checking\\\")\\n raise\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2243_C16\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2243, 2243], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2242_C12\", \"vector\": [8, 4, 0.401, 0.0002, 4, 0.78, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exceptionValue.specify\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2244_C16\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [2244, 2244], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2242_C12\", \"vector\": [8, 4, 0.4011, 0.0002, 4, 0.78, 1.0, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" inst.specify_task(self, \\\"Exceptions in dependency checking\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2247_C12\", \"label\": \"exception_stack = format_exc()\", \"type\": \"assigned_variable\", \"loc\": [2247, 2247], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.4017, 0.0002, 3, 0.57, 0.2857, 239, 3, 0, 0, 0, 92, 10, 1], \"semantic\": {\"name\": \"exception_stack\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"format_exc\", \"annotation\": \"\"}, \"snippet\": \" exception_stack = traceback.format_exc()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2248_C12\", \"label\": \"exception_name =\", \"type\": \"assigned_variable\", \"loc\": [2248, 2248], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.4019, 0.0002, 3, 0.57, 0.4286, 23, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2249_C12\", \"label\": \"exception_value = str()\", \"type\": \"assigned_variable\", \"loc\": [2249, 2249], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.402, 0.0002, 3, 0.57, 0.5714, 198, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" exception_value = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2250_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2250, 2251], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [4, 3, 0.4023, 0.0004, 3, 0.57, 0.7143, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(exception_value):\\n exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2251_C16\", \"label\": \"exception_value =\", \"type\": \"assigned_variable\", \"loc\": [2251, 2251], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2250_C12\", \"vector\": [14, 4, 0.4024, 0.0002, 4, 0.03, 0.0, 198, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2252_C12\", \"label\": \"errt = RethrownJobError()\", \"type\": \"assigned_variable\", \"loc\": [2252, 2256], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [14, 3, 0.4029, 0.0009, 3, 0.57, 0.8571, 463, 3, 1, 0, 0, 10, 10, 1], \"semantic\": {\"name\": \"errt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RethrownJobError\", \"annotation\": \"\"}, \"snippet\": \" errt = RethrownJobError([(self._name,\\n \\\"\\\",\\n exception_name,\\n exception_value,\\n exception_stack)])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2257_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [2257, 2257], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L2159_C8\", \"vector\": [8, 3, 0.4035, 0.0002, 3, 0.57, 1.0, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" errt.specify_task(self, \\\"Exceptions generating parameters\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"label\": \"_get_output_files\", \"type\": \"function\", \"loc\": [2266, 2376], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4149, 0.0198, 1, 0.79, 0.2361, 311, 0, 3, 1, 0, 0, 0, 11], \"semantic\": {\"name\": \"_get_output_files\", \"arg_names\": [\"self\", \"do_not_expand_single_job_tasks\", \"runtime_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _get_output_files(self, do_not_expand_single_job_tasks, runtime_data):\\n \\\"\\\"\\\"\\n Cache output files\\n\\n Normally returns a list with one item for each job or a just a list\\n of file names.\\n For \\\"_single_job_single_output\\\"\\n i.e. @merge and @files with single jobs,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2267_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2267, 2275], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"vector\": [8, 2, 0.406, 0.0016, 2, 0.63, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Cache output files\\n\\n Normally returns a list with one item for each job or a just a list\\n of file names.\\n For \\\"_single_job_single_output\\\"\\n i.e. @merge and @files with single jobs,\\n returns the output of a single job (i.e. can be a string)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2287_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2287, 2288], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"vector\": [4, 2, 0.4089, 0.0004, 2, 0.63, 0.25, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (not self.is_active):\\n return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2288_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2288, 2288], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2287_C8\", \"vector\": [13, 3, 0.409, 0.0002, 3, 0.98, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2290_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2290, 2365], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"vector\": [4, 2, 0.4161, 0.0136, 2, 0.63, 0.5, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.output_filenames is None:\\n\\n self.output_filenames = []\\n\\n # skip tasks which don't have parameters\\n if self.param_generator_func is not None:\\n\\n cnt_jobs = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2292_C12\", \"label\": \"self.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [2292, 2292], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2290_C8\", \"vector\": [14, 3, 0.4097, 0.0002, 3, 0.44, 0.0, 591, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2295_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2295, 2365], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2290_C8\", \"vector\": [4, 3, 0.4165, 0.0127, 3, 0.44, 1.0, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.param_generator_func is not None:\\n\\n cnt_jobs = 0\\n for params, unglobbed_params in self.param_generator_func(runtime_data):\\n cnt_jobs += 1\\n # skip tasks which don't have output parameters\\n if len(params) >= 2:\\n # make sure each @split or @subdivide or @originate\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2297_C16\", \"label\": \"cnt_jobs =\", \"type\": \"assigned_variable\", \"loc\": [2297, 2297], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2295_C12\", \"vector\": [14, 4, 0.4106, 0.0002, 4, 0.66, 0.0, 523, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_jobs = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2298_C16\", \"label\": \"for params, unglobbed_params\", \"type\": \"for\", \"loc\": [2298, 2310], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2295_C12\", \"vector\": [6, 4, 0.4119, 0.0023, 4, 0.66, 0.3333, 47, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"params, unglobbed_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for params, unglobbed_params in self.param_generator_func(runtime_data):\\n cnt_jobs += 1\\n # skip tasks which don't have output parameters\\n if len(params) >= 2:\\n # make sure each @split or @subdivide or @originate\\n # returns a list of jobs\\n # i.e. each @split or @subdivide or @originate is\\n # always a ->many operation\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2301_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2301, 2310], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2298_C16\", \"vector\": [4, 5, 0.4121, 0.0018, 5, 0.37, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(params) >= 2:\\n # make sure each @split or @subdivide or @originate\\n # returns a list of jobs\\n # i.e. each @split or @subdivide or @originate is\\n # always a ->many operation\\n # even if len(many) can be 1 (or zero)\\n if self.indeterminate_output and not non_str_sequence(params[1]):\\n self.output_filenames.append([params[1]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2307_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2307, 2310], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2301_C20\", \"vector\": [4, 6, 0.4127, 0.0007, 6, 0.57, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.indeterminate_output and not non_str_sequence(params[1]):\\n self.output_filenames.append([params[1]])\\n else:\\n self.output_filenames.append(params[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2308_C28\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2308, 2308], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2307_C24\", \"vector\": [8, 7, 0.4126, 0.0002, 7, 0.63, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames.append([params[1]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2310_C28\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2310, 2310], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2307_C24\", \"vector\": [8, 7, 0.4129, 0.0002, 7, 0.63, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames.append(params[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2312_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2312, 2315], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2295_C12\", \"vector\": [4, 4, 0.4136, 0.0007, 4, 0.66, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self._is_single_job_single_output == self._single_job_single_output:\\n if cnt_jobs > 1:\\n raise error_task_get_output(self, \\\"Task which is supposed to produce a \\\"\\n \\\"single output somehow has more than one job.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2313_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2313, 2315], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2312_C16\", \"vector\": [4, 5, 0.4137, 0.0005, 5, 0.33, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_jobs > 1:\\n raise error_task_get_output(self, \\\"Task which is supposed to produce a \\\"\\n \\\"single output somehow has more than one job.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2364_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2364, 2365], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2295_C12\", \"vector\": [4, 4, 0.4227, 0.0004, 4, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(self.output_filenames) and self.indeterminate_output:\\n self.output_filenames = reduce(lambda x, y: x + y, self.output_filenames)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2365_C20\", \"label\": \"self.output_filenames = reduce()\", \"type\": \"assigned_variable\", \"loc\": [2365, 2365], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2364_C16\", \"vector\": [14, 5, 0.4228, 0.0002, 5, 0.91, 0.0, 591, 3, 2, 0, 0, 622, 10, 1], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"reduce\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = reduce(lambda x, y: x + y, self.output_filenames)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2368_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2368, 2371], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"vector\": [4, 2, 0.4236, 0.0007, 2, 0.63, 0.75, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (do_not_expand_single_job_tasks and\\n self._is_single_job_single_output and\\n len(self.output_filenames)):\\n return self.output_filenames[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2371_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2371, 2371], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2368_C8\", \"vector\": [13, 3, 0.4238, 0.0002, 3, 0.36, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self.output_filenames[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2376_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2376, 2376], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2266_C4\", \"vector\": [13, 2, 0.4247, 0.0002, 2, 0.63, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return sorted(self.output_filenames, key=lambda x: str(x))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2384_C4\", \"label\": \"_completed\", \"type\": \"function\", \"loc\": [2384, 2401], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4277, 0.0032, 1, 0.79, 0.25, 293, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_completed\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _completed(self):\\n \\\"\\\"\\\"\\n called even when all jobs are up to date\\n \\\"\\\"\\\"\\n if not self.is_active:\\n self.output_filenames = None\\n return\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2385_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2385, 2387], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2384_C4\", \"vector\": [8, 2, 0.4265, 0.0005, 2, 0.65, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n called even when all jobs are up to date\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2388_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2388, 2390], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2384_C4\", \"vector\": [4, 2, 0.4271, 0.0005, 2, 0.65, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not self.is_active:\\n self.output_filenames = None\\n return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2389_C12\", \"label\": \"self.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [2389, 2389], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2388_C8\", \"vector\": [14, 3, 0.4271, 0.0002, 3, 0.44, 0.0, 591, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2390_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2390, 2390], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2388_C8\", \"vector\": [13, 3, 0.4272, 0.0002, 3, 0.44, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2392_C8\", \"label\": \"for f\", \"type\": \"for\", \"loc\": [2392, 2393], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2384_C4\", \"vector\": [6, 2, 0.4277, 0.0004, 2, 0.65, 0.6667, 899, 7, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"f\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for f in self.posttask_functions:\\n f()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2393_C12\", \"label\": \"f()\", \"type\": \"expression\", \"loc\": [2393, 2393], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2392_C8\", \"vector\": [8, 3, 0.4278, 0.0002, 3, 0.63, 0.0, 899, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"f\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"f\", \"annotation\": \"\"}, \"snippet\": \" f()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2400_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2400, 2401], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2384_C4\", \"vector\": [4, 2, 0.4291, 0.0004, 2, 0.65, 1.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.indeterminate_output:\\n self.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2401_C12\", \"label\": \"self.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [2401, 2401], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2400_C8\", \"vector\": [14, 3, 0.4292, 0.0002, 3, 0.34, 0.0, 591, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"label\": \"_handle_tasks_globs_in_inputs\", \"type\": \"function\", \"loc\": [2408, 2444], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4337, 0.0066, 1, 0.79, 0.2639, 695, 0, 3, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"_handle_tasks_globs_in_inputs\", \"arg_names\": [\"self\", \"input_params\", \"modify_inputs_mode\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _handle_tasks_globs_in_inputs(self, input_params, modify_inputs_mode):\\n \\\"\\\"\\\"\\n Helper function for tasks which\\n 1) Notes globs and tasks\\n 2) Replaces tasks names and functions with actual tasks\\n 3) Adds task dependencies automatically via task_follows\\n\\n modify_inputs_mode = results[\\\"modify_inputs_mode\\\"] =\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2409_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2409, 2418], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [8, 2, 0.4314, 0.0018, 2, 0.19, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Helper function for tasks which\\n 1) Notes globs and tasks\\n 2) Replaces tasks names and functions with actual tasks\\n 3) Adds task dependencies automatically via task_follows\\n\\n modify_inputs_mode = results[\\\"modify_inputs_mode\\\"] =\\n t_extra_inputs.ADD_TO_INPUTS | REPLACE_INPUTS |\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2422_C8\", \"label\": \"function_or_func_names, globs, runtime_data_names = get_nested_tasks_or_globs()\", \"type\": \"assigned_variable\", \"loc\": [2422, 2422], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [14, 2, 0.433, 0.0002, 2, 0.19, 0.1667, 18, 3, 1, 0, 0, 56, 10, 1], \"semantic\": {\"name\": \"function_or_func_names, globs, runtime_data_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_nested_tasks_or_globs\", \"annotation\": \"\"}, \"snippet\": \" function_or_func_names, globs, runtime_data_names = get_nested_tasks_or_globs(input_params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2427_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2427, 2438], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [4, 2, 0.4348, 0.0021, 2, 0.19, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs_mode == t_extra_inputs.ADD_TO_INPUTS:\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"add_inputs = add_inputs(%r)\\\"\\n elif modify_inputs_mode == t_extra_inputs.REPLACE_INPUTS:\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"replace_inputs = add_inputs(%r)\\\"\\n elif modify_inputs_mode == t_extra_inputs.KEEP_OUTPUTS:\\n description_with_args_placeholder = \\\\\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2428_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2428, 2429], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2427_C8\", \"vector\": [14, 3, 0.4341, 0.0004, 3, 0.41, 0.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"add_inputs = add_inputs(%r)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2430_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2430, 2438], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2427_C8\", \"vector\": [4, 3, 0.4351, 0.0016, 3, 0.41, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif modify_inputs_mode == t_extra_inputs.REPLACE_INPUTS:\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"replace_inputs = add_inputs(%r)\\\"\\n elif modify_inputs_mode == t_extra_inputs.KEEP_OUTPUTS:\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"output =%r\\\"\\n else: # t_extra_inputs.KEEP_INPUTS\\n description_with_args_placeholder = \\\\\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2431_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2431, 2432], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2430_C8\", \"vector\": [14, 4, 0.4347, 0.0004, 4, 0.99, 0.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"replace_inputs = add_inputs(%r)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2433_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2433, 2438], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2430_C8\", \"vector\": [4, 4, 0.4354, 0.0011, 4, 0.99, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif modify_inputs_mode == t_extra_inputs.KEEP_OUTPUTS:\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"output =%r\\\"\\n else: # t_extra_inputs.KEEP_INPUTS\\n description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"input =%r\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2434_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2434, 2435], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2433_C8\", \"vector\": [14, 5, 0.4352, 0.0004, 5, 0.62, 0.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"output =%r\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2437_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2437, 2438], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2433_C8\", \"vector\": [14, 5, 0.4357, 0.0004, 5, 0.62, 1.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\\\\n self.description_with_args_placeholder % \\\"input =%r\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2440_C8\", \"label\": \"tasks = _do_follows()\", \"type\": \"assigned_variable\", \"loc\": [2440, 2440], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [14, 2, 0.4362, 0.0002, 2, 0.19, 0.5, 116, 3, 3, 0, 0, 693, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_follows\", \"annotation\": \"\"}, \"snippet\": \" tasks = self._do_follows(description_with_args_placeholder, True, *function_or_func_names)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2441_C8\", \"label\": \"functions_to_tasks = dict()\", \"type\": \"assigned_variable\", \"loc\": [2441, 2441], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [14, 2, 0.4364, 0.0002, 2, 0.19, 0.6667, 330, 3, 1, 0, 0, 827, 10, 2], \"semantic\": {\"name\": \"functions_to_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" functions_to_tasks = dict(zip(function_or_func_names, tasks))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2442_C8\", \"label\": \"input_params = replace_func_names_with_tasks()\", \"type\": \"assigned_variable\", \"loc\": [2442, 2442], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [14, 2, 0.4365, 0.0002, 2, 0.19, 0.8333, 348, 3, 2, 0, 0, 510, 10, 1], \"semantic\": {\"name\": \"input_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"replace_func_names_with_tasks\", \"annotation\": \"\"}, \"snippet\": \" input_params = replace_func_names_with_tasks(input_params, functions_to_tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2444_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2444, 2444], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2408_C4\", \"vector\": [13, 2, 0.4369, 0.0002, 2, 0.19, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_params_tasks_globs_run_time_data(input_params, tasks, globs, runtime_data_names)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"label\": \"_choose_file_names_transform\", \"type\": \"function\", \"loc\": [2451, 2487], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4414, 0.0066, 1, 0.79, 0.2778, 970, 0, 3, 1, 0, 0, 0, 11], \"semantic\": {\"name\": \"_choose_file_names_transform\", \"arg_names\": [\"self\", \"file_name_transform_tag\", \"valid_tags\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _choose_file_names_transform(self, file_name_transform_tag,\\n valid_tags=(regex, suffix, formatter)):\\n \\\"\\\"\\\"\\n shared code for subdivide, transform, product etc for choosing method\\n for transform input file to output files\\n \\\"\\\"\\\"\\n valid_tag_names = []\\n # regular expression match\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2453_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2453, 2456], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"vector\": [8, 2, 0.4388, 0.0007, 2, 0.86, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n shared code for subdivide, transform, product etc for choosing method\\n for transform input file to output files\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2457_C8\", \"label\": \"valid_tag_names =\", \"type\": \"assigned_variable\", \"loc\": [2457, 2457], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"vector\": [14, 2, 0.4392, 0.0002, 2, 0.86, 0.25, 937, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"valid_tag_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" valid_tag_names = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2459_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2459, 2465], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"vector\": [4, 2, 0.4401, 0.0013, 2, 0.86, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (regex in valid_tags):\\n valid_tag_names.append(\\\"regex()\\\")\\n if isinstance(file_name_transform_tag, regex):\\n return t_regex_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2460_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2460, 2460], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2459_C8\", \"vector\": [8, 3, 0.4398, 0.0002, 3, 0.0, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" valid_tag_names.append(\\\"regex()\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2461_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2461, 2465], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2459_C8\", \"vector\": [4, 3, 0.4403, 0.0009, 3, 0.0, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(file_name_transform_tag, regex):\\n return t_regex_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2462_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2462, 2465], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2461_C12\", \"vector\": [13, 4, 0.4404, 0.0007, 4, 0.35, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_regex_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2468_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2468, 2474], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"vector\": [4, 2, 0.4417, 0.0013, 2, 0.86, 0.75, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (suffix in valid_tags):\\n valid_tag_names.append(\\\"suffix()\\\")\\n if isinstance(file_name_transform_tag, suffix):\\n return t_suffix_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2469_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2469, 2469], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2468_C8\", \"vector\": [8, 3, 0.4414, 0.0002, 3, 0.84, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" valid_tag_names.append(\\\"suffix()\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2470_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2470, 2474], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2468_C8\", \"vector\": [4, 3, 0.4419, 0.0009, 3, 0.84, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(file_name_transform_tag, suffix):\\n return t_suffix_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2471_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2471, 2474], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2470_C12\", \"vector\": [13, 4, 0.442, 0.0007, 4, 0.14, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_suffix_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2477_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2477, 2483], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2451_C4\", \"vector\": [4, 2, 0.4433, 0.0013, 2, 0.86, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (formatter in valid_tags):\\n valid_tag_names.append(\\\"formatter()\\\")\\n if isinstance(file_name_transform_tag, formatter):\\n return t_formatter_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2478_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [2478, 2478], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2477_C8\", \"vector\": [8, 3, 0.443, 0.0002, 3, 0.65, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" valid_tag_names.append(\\\"formatter()\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2479_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2479, 2483], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2477_C8\", \"vector\": [4, 3, 0.4435, 0.0009, 3, 0.65, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(file_name_transform_tag, formatter):\\n return t_formatter_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2480_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2480, 2483], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2479_C12\", \"vector\": [13, 4, 0.4436, 0.0007, 4, 0.88, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return t_formatter_file_names_transform(self,\\n file_name_transform_tag,\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2501_C4\", \"label\": \"_do_nothing_setup\", \"type\": \"function\", \"loc\": [2501, 2505], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4474, 0.0009, 1, 0.79, 0.2917, 116, 0, 1, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"_do_nothing_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _do_nothing_setup(self):\\n \\\"\\\"\\\"\\n Task is already set up: do nothing\\n \\\"\\\"\\\"\\n return set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2502_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2502, 2504], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2501_C4\", \"vector\": [8, 2, 0.4474, 0.0005, 2, 0.92, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Task is already set up: do nothing\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2505_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2505, 2505], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2501_C4\", \"vector\": [13, 2, 0.4478, 0.0002, 2, 0.92, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2515_C4\", \"label\": \"_decorator_originate\", \"type\": \"function\", \"loc\": [2515, 2522], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4502, 0.0014, 1, 0.79, 0.3056, 673, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_originate\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_originate(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @originate\\n \\\"\\\"\\\"\\n self.syntax = \\\"@originate\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_originate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2516_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2516, 2518], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2515_C4\", \"vector\": [8, 2, 0.4499, 0.0005, 2, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @originate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2519_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2519, 2519], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2515_C4\", \"vector\": [14, 2, 0.4503, 0.0002, 2, 0.0, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@originate\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2520_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2520, 2521], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2515_C4\", \"vector\": [14, 2, 0.4506, 0.0004, 2, 0.0, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2522_C8\", \"label\": \"_prepare_originate()\", \"type\": \"expression\", \"loc\": [2522, 2522], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2515_C4\", \"vector\": [8, 2, 0.4508, 0.0002, 2, 0.0, 1.0, 23, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_originate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_originate\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_originate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"label\": \"_prepare_originate\", \"type\": \"function\", \"loc\": [2532, 2550], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4542, 0.0034, 1, 0.79, 0.3194, 23, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_originate\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_originate(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common function for pipeline.originate and @originate\\n \\\"\\\"\\\"\\n self.error_type = error_task_originate\\n self._set_action_type(Task._action_task_originate)\\n self.setup_task_func = self._originate_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2533_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2533, 2535], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [8, 2, 0.453, 0.0005, 2, 0.01, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common function for pipeline.originate and @originate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2536_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2536, 2536], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4533, 0.0002, 2, 0.01, 0.1111, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_originate\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2537_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2537, 2537], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [8, 2, 0.4535, 0.0002, 2, 0.01, 0.2222, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_originate)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2538_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2538, 2538], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4537, 0.0002, 2, 0.01, 0.3333, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._originate_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2539_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2539, 2539], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4539, 0.0002, 2, 0.01, 0.4444, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2540_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2540, 2540], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4541, 0.0002, 2, 0.01, 0.5556, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_output_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2541_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2541, 2541], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4542, 0.0002, 2, 0.01, 0.6667, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_one_to_many_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2542_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2542, 2542], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4544, 0.0002, 2, 0.01, 0.7778, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2544_C8\", \"label\": \"self.indeterminate_output =\", \"type\": \"assigned_variable\", \"loc\": [2544, 2544], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4548, 0.0002, 2, 0.01, 0.8889, 193, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"self.indeterminate_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.indeterminate_output = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2549_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2549, 2550], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2532_C4\", \"vector\": [14, 2, 0.4558, 0.0004, 2, 0.01, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args, [\\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"label\": \"_originate_setup\", \"type\": \"function\", \"loc\": [2557, 2585], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4596, 0.0052, 1, 0.79, 0.3333, 97, 0, 1, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"_originate_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _originate_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up originate\\n \\\"\\\"\\\"\\n #\\n # If self.parsed_args[\\\"output\\\"] is a single item (e.g. file name),\\n # that will be treated as a list\\n # Each item in the list of these will be called as an output in a\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2558_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2558, 2560], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [8, 2, 0.4575, 0.0005, 2, 0.76, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up originate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2567_C8\", \"label\": \"output_params =\", \"type\": \"assigned_variable\", \"loc\": [2567, 2567], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [14, 2, 0.4589, 0.0002, 2, 0.76, 0.1667, 17, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"output_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_params = self.parsed_args[\\\"output\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2568_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2568, 2569], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [4, 2, 0.4592, 0.0004, 2, 0.76, 0.3333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not non_str_sequence(output_params):\\n output_params = [output_params]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2569_C12\", \"label\": \"output_params =\", \"type\": \"assigned_variable\", \"loc\": [2569, 2569], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2568_C8\", \"vector\": [14, 3, 0.4592, 0.0002, 3, 0.36, 0.0, 17, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"output_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_params = [output_params]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2575_C8\", \"label\": \"list_output_files_task_globs =\", \"type\": \"assigned_variable\", \"loc\": [2575, 2576], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [14, 2, 0.4604, 0.0004, 2, 0.76, 0.5, 565, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"list_output_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" list_output_files_task_globs = [self._handle_tasks_globs_in_inputs(\\n oo, t_extra_inputs.KEEP_INPUTS) for oo in output_params]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2577_C8\", \"label\": \"for oftg\", \"type\": \"for\", \"loc\": [2577, 2581], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [6, 2, 0.461, 0.0009, 2, 0.76, 0.6667, 44, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"oftg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for oftg in list_output_files_task_globs:\\n if len(oftg.tasks):\\n raise self.error_type(self, \\\"%s cannot output to another \\\"\\n \\\"task. Do not include tasks in \\\"\\n \\\"output parameters.\\\" % self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2578_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2578, 2581], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L2577_C8\", \"vector\": [4, 3, 0.4611, 0.0007, 3, 0.94, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(oftg.tasks):\\n raise self.error_type(self, \\\"%s cannot output to another \\\"\\n \\\"task. Do not include tasks in \\\"\\n \\\"output parameters.\\\" % self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2583_C8\", \"label\": \"self.param_generator_func = originate_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2583, 2584], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [14, 2, 0.4618, 0.0004, 2, 0.76, 0.8333, 169, 3, 2, 0, 0, 250, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"originate_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = originate_param_factory(list_output_files_task_globs,\\n *self.parsed_args[\\\"extras\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2585_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2585, 2585], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2557_C4\", \"vector\": [13, 2, 0.4621, 0.0002, 2, 0.76, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2592_C4\", \"label\": \"_decorator_transform\", \"type\": \"function\", \"loc\": [2592, 2599], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.464, 0.0014, 1, 0.79, 0.3472, 418, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_transform\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_transform(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @originate\\n \\\"\\\"\\\"\\n self.syntax = \\\"@transform\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (\\n self.syntax, self._get_decorated_function())\\n self._prepare_transform(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2593_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2593, 2595], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2592_C4\", \"vector\": [8, 2, 0.4637, 0.0005, 2, 0.04, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @originate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2596_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2596, 2596], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2592_C4\", \"vector\": [14, 2, 0.4641, 0.0002, 2, 0.04, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@transform\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2597_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2597, 2598], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2592_C4\", \"vector\": [14, 2, 0.4643, 0.0004, 2, 0.04, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (\\n self.syntax, self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2599_C8\", \"label\": \"_prepare_transform()\", \"type\": \"expression\", \"loc\": [2599, 2599], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2592_C4\", \"vector\": [8, 2, 0.4646, 0.0002, 2, 0.04, 1.0, 23, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_transform\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_transform(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"label\": \"_prepare_transform\", \"type\": \"function\", \"loc\": [2606, 2624], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4675, 0.0034, 1, 0.79, 0.3611, 23, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_transform\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_transform(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common function for pipeline.transform and @transform\\n \\\"\\\"\\\"\\n self.error_type = error_task_transform\\n self._set_action_type(Task._action_task_transform)\\n self.setup_task_func = self._transform_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2607_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2607, 2609], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [8, 2, 0.4662, 0.0005, 2, 0.51, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common function for pipeline.transform and @transform\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2610_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2610, 2610], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4666, 0.0002, 2, 0.51, 0.125, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_transform\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2611_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2611, 2611], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [8, 2, 0.4668, 0.0002, 2, 0.51, 0.25, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_transform)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2612_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2612, 2612], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4669, 0.0002, 2, 0.51, 0.375, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._transform_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2613_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2613, 2613], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4671, 0.0002, 2, 0.51, 0.5, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2614_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2614, 2614], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4673, 0.0002, 2, 0.51, 0.625, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2615_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2615, 2615], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4675, 0.0002, 2, 0.51, 0.75, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2616_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2616, 2616], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4676, 0.0002, 2, 0.51, 0.875, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2621_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2621, 2624], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2606_C4\", \"vector\": [14, 2, 0.4688, 0.0007, 2, 0.51, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"label\": \"_transform_setup\", \"type\": \"function\", \"loc\": [2631, 2678], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4745, 0.0086, 1, 0.79, 0.375, 111, 0, 1, 1, 0, 0, 0, 8], \"semantic\": {\"name\": \"_transform_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _transform_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up transform\\n \\\"\\\"\\\"\\n\\n #\\n # replace function / function names with tasks\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2632_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2632, 2634], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [8, 2, 0.4707, 0.0005, 2, 0.45, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up transform\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2639_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2639, 2640], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [14, 2, 0.4718, 0.0004, 2, 0.45, 0.125, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2641_C8\", \"label\": \"ancestral_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [2641, 2641], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [14, 2, 0.4721, 0.0002, 2, 0.45, 0.25, 1, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2650_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2650, 2658], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [4, 2, 0.4744, 0.0016, 2, 0.45, 0.375, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if input_files_task_globs.single_file_to_list():\\n self._is_single_job_single_output = self._single_job_single_output\\n\\n #\\n # whether transform generates a list of jobs or not will depend on\\n # the parent task\\n #\\n elif isinstance(input_files_task_globs.params, Task):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2651_C12\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [2651, 2651], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2650_C8\", \"vector\": [14, 3, 0.4739, 0.0002, 3, 0.48, 0.0, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2657_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2657, 2658], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2650_C8\", \"vector\": [4, 3, 0.4751, 0.0004, 3, 0.48, 1.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(input_files_task_globs.params, Task):\\n self._is_single_job_single_output = input_files_task_globs.params\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2658_C12\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [2658, 2658], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2657_C8\", \"vector\": [14, 4, 0.4752, 0.0002, 4, 0.74, 0.0, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = input_files_task_globs.params\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2663_C8\", \"label\": \"file_names_transform = _choose_file_names_transform()\", \"type\": \"assigned_variable\", \"loc\": [2663, 2663], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [14, 2, 0.476, 0.0002, 2, 0.45, 0.5, 113, 3, 1, 0, 0, 970, 10, 1], \"semantic\": {\"name\": \"file_names_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_choose_file_names_transform\", \"annotation\": \"\"}, \"snippet\": \" file_names_transform = self._choose_file_names_transform(self.parsed_args[\\\"filter\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2665_C8\", \"label\": \"modify_inputs =\", \"type\": \"assigned_variable\", \"loc\": [2665, 2665], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [14, 2, 0.4764, 0.0002, 2, 0.45, 0.625, 242, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self.parsed_args[\\\"modify_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2666_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2666, 2669], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [4, 2, 0.4769, 0.0007, 2, 0.45, 0.75, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs is not None:\\n modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2667_C12\", \"label\": \"modify_inputs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2667, 2668], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2666_C8\", \"vector\": [14, 3, 0.4769, 0.0004, 3, 0.71, 0.0, 242, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2669_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [2669, 2669], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2666_C8\", \"vector\": [14, 3, 0.4771, 0.0002, 3, 0.71, 1.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2671_C8\", \"label\": \"self.param_generator_func = transform_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2671, 2676], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [14, 2, 0.4779, 0.0011, 2, 0.45, 0.875, 169, 3, 6, 0, 0, 715, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"transform_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = transform_param_factory(input_files_task_globs,\\n file_names_transform,\\n modify_inputs,\\n self.parsed_args[\\\"modify_inputs_mode\\\"],\\n self.parsed_args[\\\"output\\\"],\\n *self.parsed_args[\\\"extras\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2678_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2678, 2678], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2631_C4\", \"vector\": [13, 2, 0.4787, 0.0002, 2, 0.45, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ancestral_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2685_C4\", \"label\": \"_decorator_subdivide\", \"type\": \"function\", \"loc\": [2685, 2692], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4806, 0.0014, 1, 0.79, 0.3889, 379, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_subdivide\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_subdivide(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @subdivide\\n \\\"\\\"\\\"\\n self.syntax = \\\"@subdivide\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_subdivide(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2686_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2686, 2688], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2685_C4\", \"vector\": [8, 2, 0.4803, 0.0005, 2, 0.63, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @subdivide\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2689_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2689, 2689], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2685_C4\", \"vector\": [14, 2, 0.4807, 0.0002, 2, 0.63, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@subdivide\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2690_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2690, 2691], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2685_C4\", \"vector\": [14, 2, 0.481, 0.0004, 2, 0.63, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2692_C8\", \"label\": \"_prepare_subdivide()\", \"type\": \"expression\", \"loc\": [2692, 2692], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2685_C4\", \"vector\": [8, 2, 0.4812, 0.0002, 2, 0.63, 1.0, 966, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_subdivide\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_subdivide\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_subdivide(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"label\": \"_prepare_subdivide\", \"type\": \"function\", \"loc\": [2699, 2720], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4844, 0.0039, 1, 0.79, 0.4028, 966, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_subdivide\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_subdivide(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @subdivide and pipeline.subdivide\\n @split can also end up here\\n \\\"\\\"\\\"\\n self.error_type = error_task_subdivide\\n self._set_action_type(Task._action_task_subdivide)\\n self.setup_task_func = self._subdivide_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2700_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2700, 2703], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [8, 2, 0.4829, 0.0007, 2, 0.01, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @subdivide and pipeline.subdivide\\n @split can also end up here\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2704_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2704, 2704], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4834, 0.0002, 2, 0.01, 0.1111, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_subdivide\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2705_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2705, 2705], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [8, 2, 0.4836, 0.0002, 2, 0.01, 0.2222, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_subdivide)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2706_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2706, 2706], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4837, 0.0002, 2, 0.01, 0.3333, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._subdivide_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2707_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2707, 2707], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4839, 0.0002, 2, 0.01, 0.4444, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2708_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2708, 2708], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4841, 0.0002, 2, 0.01, 0.5556, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2709_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2709, 2709], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4843, 0.0002, 2, 0.01, 0.6667, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_one_to_many_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2710_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2710, 2710], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4844, 0.0002, 2, 0.01, 0.7778, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2712_C8\", \"label\": \"self.indeterminate_output =\", \"type\": \"assigned_variable\", \"loc\": [2712, 2712], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.4848, 0.0002, 2, 0.01, 0.8889, 193, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"self.indeterminate_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.indeterminate_output = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2717_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2717, 2720], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2699_C4\", \"vector\": [14, 2, 0.486, 0.0007, 2, 0.01, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"label\": \"_subdivide_setup\", \"type\": \"function\", \"loc\": [2727, 2771], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4914, 0.008, 1, 0.79, 0.4167, 573, 0, 1, 1, 0, 0, 0, 10], \"semantic\": {\"name\": \"_subdivide_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _subdivide_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up subdivide\\n \\\"\\\"\\\"\\n\\n #\\n # replace function / function names with tasks\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2728_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2728, 2730], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [8, 2, 0.4878, 0.0005, 2, 0.45, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up subdivide\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2735_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2735, 2736], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.489, 0.0004, 2, 0.45, 0.1, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2739_C8\", \"label\": \"single_file_to_list()\", \"type\": \"expression\", \"loc\": [2739, 2739], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [8, 2, 0.4896, 0.0002, 2, 0.45, 0.2, 637, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"single_file_to_list\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"single_file_to_list\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs.single_file_to_list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2741_C8\", \"label\": \"ancestral_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [2741, 2741], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.49, 0.0002, 2, 0.45, 0.3, 1, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2744_C8\", \"label\": \"file_names_transform = _choose_file_names_transform()\", \"type\": \"assigned_variable\", \"loc\": [2744, 2744], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.4905, 0.0002, 2, 0.45, 0.4, 113, 3, 1, 0, 0, 970, 10, 1], \"semantic\": {\"name\": \"file_names_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_choose_file_names_transform\", \"annotation\": \"\"}, \"snippet\": \" file_names_transform = self._choose_file_names_transform(self.parsed_args[\\\"filter\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2746_C8\", \"label\": \"modify_inputs =\", \"type\": \"assigned_variable\", \"loc\": [2746, 2746], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.4909, 0.0002, 2, 0.45, 0.5, 242, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self.parsed_args[\\\"modify_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2747_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2747, 2750], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [4, 2, 0.4913, 0.0007, 2, 0.45, 0.6, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs is not None:\\n modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2748_C12\", \"label\": \"modify_inputs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2748, 2749], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2747_C8\", \"vector\": [14, 3, 0.4913, 0.0004, 3, 0.96, 0.0, 242, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2750_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [2750, 2750], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2747_C8\", \"vector\": [14, 3, 0.4916, 0.0002, 3, 0.96, 1.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2756_C8\", \"label\": \"output_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2756, 2757], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.4928, 0.0004, 2, 0.45, 0.7, 100, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"output_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" output_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"output\\\"],\\n t_extra_inputs.KEEP_OUTPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2758_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2758, 2760], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [4, 2, 0.4932, 0.0005, 2, 0.45, 0.8, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(output_files_task_globs.tasks):\\n raise self.error_type(self, (\\\"%s cannot output to another task. Do not include tasks \\\"\\n \\\"in output parameters.\\\") % self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2762_C8\", \"label\": \"self.param_generator_func = subdivide_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2762, 2770], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [14, 2, 0.4945, 0.0016, 2, 0.45, 0.9, 169, 3, 6, 0, 0, 716, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"subdivide_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = subdivide_param_factory(input_files_task_globs,\\n # False, #\\n # flatten input\\n # removed\\n file_names_transform,\\n modify_inputs,\\n self.parsed_args[\\\"modify_inputs_mode\\\"],\\n output_files_task_globs,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2771_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2771, 2771], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2727_C4\", \"vector\": [13, 2, 0.4954, 0.0002, 2, 0.45, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ancestral_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2778_C4\", \"label\": \"_decorator_split\", \"type\": \"function\", \"loc\": [2778, 2797], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.4983, 0.0036, 1, 0.79, 0.4306, 535, 0, 3, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"_decorator_split\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_split(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @split\\n \\\"\\\"\\\"\\n self.syntax = \\\"@split\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2779_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2779, 2781], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2778_C4\", \"vector\": [8, 2, 0.497, 0.0005, 2, 0.59, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @split\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2782_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2782, 2782], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2778_C4\", \"vector\": [14, 2, 0.4973, 0.0002, 2, 0.59, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@split\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2783_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2783, 2784], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2778_C4\", \"vector\": [14, 2, 0.4976, 0.0004, 2, 0.59, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2789_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2789, 2797], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2778_C4\", \"vector\": [4, 2, 0.4993, 0.0016, 2, 0.59, 1.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(unnamed_args[1], regex):\\n self._prepare_subdivide(unnamed_args, named_args,\\n self.description_with_args_placeholder)\\n\\n #\\n # This is actually @split\\n #\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2790_C12\", \"label\": \"_prepare_subdivide()\", \"type\": \"expression\", \"loc\": [2790, 2791], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2789_C8\", \"vector\": [8, 3, 0.4988, 0.0004, 3, 0.14, 0.0, 966, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_subdivide\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_subdivide\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_subdivide(unnamed_args, named_args,\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2797_C12\", \"label\": \"_prepare_split()\", \"type\": \"expression\", \"loc\": [2797, 2797], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2789_C8\", \"vector\": [8, 3, 0.5, 0.0002, 3, 0.14, 1.0, 229, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_split\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_split\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_split(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"label\": \"_prepare_split\", \"type\": \"function\", \"loc\": [2804, 2823], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5029, 0.0036, 1, 0.79, 0.4444, 229, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_split\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_split(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @split and pipeline.split\\n \\\"\\\"\\\"\\n self.error_type = error_task_split\\n self._set_action_type(Task._action_task_split)\\n self.setup_task_func = self._split_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2805_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2805, 2807], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [8, 2, 0.5016, 0.0005, 2, 0.87, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @split and pipeline.split\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2808_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2808, 2808], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.502, 0.0002, 2, 0.87, 0.1111, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_split\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2809_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2809, 2809], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [8, 2, 0.5021, 0.0002, 2, 0.87, 0.2222, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_split)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2810_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2810, 2810], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5023, 0.0002, 2, 0.87, 0.3333, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._split_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2811_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2811, 2811], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5025, 0.0002, 2, 0.87, 0.4444, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2812_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2812, 2812], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5027, 0.0002, 2, 0.87, 0.5556, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2813_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2813, 2813], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5029, 0.0002, 2, 0.87, 0.6667, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_one_to_many_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2814_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2814, 2814], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.503, 0.0002, 2, 0.87, 0.7778, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._one_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2816_C8\", \"label\": \"self.indeterminate_output =\", \"type\": \"assigned_variable\", \"loc\": [2816, 2816], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5034, 0.0002, 2, 0.87, 0.8889, 193, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"self.indeterminate_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.indeterminate_output = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2821_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2821, 2823], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2804_C4\", \"vector\": [14, 2, 0.5045, 0.0005, 2, 0.87, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"label\": \"_split_setup\", \"type\": \"function\", \"loc\": [2830, 2855], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5081, 0.0046, 1, 0.79, 0.4583, 823, 0, 1, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"_split_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _split_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up split\\n \\\"\\\"\\\"\\n\\n #\\n # replace function / function names with tasks\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2831_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2831, 2833], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [8, 2, 0.5063, 0.0005, 2, 0.91, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up split\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2838_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2838, 2839], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [14, 2, 0.5074, 0.0004, 2, 0.91, 0.2, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2845_C8\", \"label\": \"output_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2845, 2846], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [14, 2, 0.5087, 0.0004, 2, 0.91, 0.4, 100, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"output_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" output_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"output\\\"],\\n t_extra_inputs.KEEP_OUTPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2847_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2847, 2850], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [4, 2, 0.5092, 0.0007, 2, 0.91, 0.6, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(output_files_task_globs.tasks):\\n raise self.error_type(self, \\\"%s cannot output to another task. \\\"\\n \\\"Do not include tasks in output \\\"\\n \\\"parameters.\\\" % self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2852_C8\", \"label\": \"self.param_generator_func = split_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2852, 2854], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [14, 2, 0.51, 0.0005, 2, 0.91, 0.8, 169, 3, 3, 0, 0, 418, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"split_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = split_param_factory(input_files_task_globs,\\n output_files_task_globs,\\n *self.parsed_args[\\\"extras\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2855_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2855, 2855], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2830_C4\", \"vector\": [13, 2, 0.5104, 0.0002, 2, 0.91, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2862_C4\", \"label\": \"_decorator_merge\", \"type\": \"function\", \"loc\": [2862, 2869], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5122, 0.0014, 1, 0.79, 0.4722, 137, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_merge\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_merge(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @merge\\n \\\"\\\"\\\"\\n self.syntax = \\\"@merge\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_merge(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2863_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2863, 2865], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2862_C4\", \"vector\": [8, 2, 0.512, 0.0005, 2, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @merge\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2866_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2866, 2866], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2862_C4\", \"vector\": [14, 2, 0.5123, 0.0002, 2, 0.0, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@merge\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2867_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2867, 2868], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2862_C4\", \"vector\": [14, 2, 0.5126, 0.0004, 2, 0.0, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2869_C8\", \"label\": \"_prepare_merge()\", \"type\": \"expression\", \"loc\": [2869, 2869], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2862_C4\", \"vector\": [8, 2, 0.5129, 0.0002, 2, 0.0, 1.0, 375, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_merge\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_merge\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_merge(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"label\": \"_prepare_merge\", \"type\": \"function\", \"loc\": [2876, 2894], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5157, 0.0034, 1, 0.79, 0.4861, 375, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_merge\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_merge(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @merge and pipeline.merge\\n \\\"\\\"\\\"\\n self.error_type = error_task_merge\\n self._set_action_type(Task._action_task_merge)\\n self.setup_task_func = self._merge_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2877_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2877, 2879], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [8, 2, 0.5145, 0.0005, 2, 0.8, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @merge and pipeline.merge\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2880_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2880, 2880], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5148, 0.0002, 2, 0.8, 0.1111, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_merge\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2881_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2881, 2881], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [8, 2, 0.515, 0.0002, 2, 0.8, 0.2222, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_merge)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2882_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2882, 2882], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5152, 0.0002, 2, 0.8, 0.3333, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._merge_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2883_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2883, 2883], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5154, 0.0002, 2, 0.8, 0.4444, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2884_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2884, 2884], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5156, 0.0002, 2, 0.8, 0.5556, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2885_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2885, 2885], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5157, 0.0002, 2, 0.8, 0.6667, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2886_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2886, 2886], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5159, 0.0002, 2, 0.8, 0.7778, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_one\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2887_C8\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [2887, 2887], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5161, 0.0002, 2, 0.8, 0.8889, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2892_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2892, 2894], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2876_C4\", \"vector\": [14, 2, 0.5172, 0.0005, 2, 0.8, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2901_C4\", \"label\": \"_merge_setup\", \"type\": \"function\", \"loc\": [2901, 2914], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5198, 0.0025, 1, 0.79, 0.5, 774, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"_merge_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _merge_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up merge\\n \\\"\\\"\\\"\\n #\\n # replace function / function names with tasks\\n #\\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2902_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2902, 2904], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2901_C4\", \"vector\": [8, 2, 0.5189, 0.0005, 2, 0.71, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up merge\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2908_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2908, 2909], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2901_C4\", \"vector\": [14, 2, 0.5199, 0.0004, 2, 0.71, 0.3333, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2911_C8\", \"label\": \"self.param_generator_func = merge_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2911, 2913], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2901_C4\", \"vector\": [14, 2, 0.5206, 0.0005, 2, 0.71, 0.6667, 169, 3, 3, 0, 0, 104, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"merge_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = merge_param_factory(input_files_task_globs,\\n self.parsed_args[\\\"output\\\"],\\n *self.parsed_args[\\\"extras\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2914_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2914, 2914], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2901_C4\", \"vector\": [13, 2, 0.5209, 0.0002, 2, 0.71, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2921_C4\", \"label\": \"_decorator_collate\", \"type\": \"function\", \"loc\": [2921, 2928], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5228, 0.0014, 1, 0.79, 0.5139, 594, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_collate\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_collate(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @collate\\n \\\"\\\"\\\"\\n self.syntax = \\\"@collate\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_collate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2922_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2922, 2924], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2921_C4\", \"vector\": [8, 2, 0.5225, 0.0005, 2, 0.05, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @collate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2925_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [2925, 2925], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2921_C4\", \"vector\": [14, 2, 0.5229, 0.0002, 2, 0.05, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@collate\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2926_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [2926, 2927], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2921_C4\", \"vector\": [14, 2, 0.5231, 0.0004, 2, 0.05, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2928_C8\", \"label\": \"_prepare_collate()\", \"type\": \"expression\", \"loc\": [2928, 2928], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2921_C4\", \"vector\": [8, 2, 0.5234, 0.0002, 2, 0.05, 1.0, 93, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_collate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_collate\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_collate(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"label\": \"_prepare_collate\", \"type\": \"function\", \"loc\": [2935, 2953], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5263, 0.0034, 1, 0.79, 0.5278, 93, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_collate\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_collate(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @collate and pipeline.collate\\n \\\"\\\"\\\"\\n self.error_type = error_task_collate\\n self._set_action_type(Task._action_task_collate)\\n self.setup_task_func = self._collate_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2936_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2936, 2938], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [8, 2, 0.525, 0.0005, 2, 0.86, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @collate and pipeline.collate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2939_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [2939, 2939], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5254, 0.0002, 2, 0.86, 0.125, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_collate\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2940_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [2940, 2940], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [8, 2, 0.5256, 0.0002, 2, 0.86, 0.25, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_collate)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2941_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [2941, 2941], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5257, 0.0002, 2, 0.86, 0.375, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._collate_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2942_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [2942, 2942], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5259, 0.0002, 2, 0.86, 0.5, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2943_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [2943, 2943], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5261, 0.0002, 2, 0.86, 0.625, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2944_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [2944, 2944], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5263, 0.0002, 2, 0.86, 0.75, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2945_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [2945, 2945], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5265, 0.0002, 2, 0.86, 0.875, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2950_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [2950, 2953], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2935_C4\", \"vector\": [14, 2, 0.5276, 0.0007, 2, 0.86, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"label\": \"_collate_setup\", \"type\": \"function\", \"loc\": [2960, 2992], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.532, 0.0059, 1, 0.79, 0.5417, 657, 0, 1, 1, 0, 0, 0, 7], \"semantic\": {\"name\": \"_collate_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _collate_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up collate\\n \\\"\\\"\\\"\\n\\n #\\n # replace function / function names with tasks\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L2961_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2961, 2963], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [8, 2, 0.5295, 0.0005, 2, 0.36, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up collate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2968_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2968, 2969], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [14, 2, 0.5307, 0.0004, 2, 0.36, 0.1429, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2970_C8\", \"label\": \"ancestral_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [2970, 2970], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [14, 2, 0.5309, 0.0002, 2, 0.36, 0.2857, 1, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2973_C8\", \"label\": \"file_names_transform = _choose_file_names_transform()\", \"type\": \"assigned_variable\", \"loc\": [2973, 2974], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [14, 2, 0.5316, 0.0004, 2, 0.36, 0.4286, 113, 3, 2, 0, 0, 970, 10, 1], \"semantic\": {\"name\": \"file_names_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_choose_file_names_transform\", \"annotation\": \"\"}, \"snippet\": \" file_names_transform = self._choose_file_names_transform(self.parsed_args[\\\"filter\\\"],\\n (regex, formatter))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2976_C8\", \"label\": \"modify_inputs =\", \"type\": \"assigned_variable\", \"loc\": [2976, 2976], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [14, 2, 0.532, 0.0002, 2, 0.36, 0.5714, 242, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self.parsed_args[\\\"modify_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2977_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [2977, 2980], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [4, 2, 0.5324, 0.0007, 2, 0.36, 0.7143, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs is not None:\\n modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2978_C12\", \"label\": \"modify_inputs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [2978, 2979], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2977_C8\", \"vector\": [14, 3, 0.5324, 0.0004, 3, 0.65, 0.0, 242, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2980_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [2980, 2980], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L2977_C8\", \"vector\": [14, 3, 0.5327, 0.0002, 3, 0.65, 1.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L2982_C8\", \"label\": \"self.param_generator_func = collate_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [2982, 2990], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [14, 2, 0.5338, 0.0016, 2, 0.36, 0.8571, 169, 3, 6, 0, 0, 442, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"collate_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = collate_param_factory(input_files_task_globs,\\n # False, #\\n # flatten input\\n # removed\\n file_names_transform,\\n modify_inputs,\\n self.parsed_args[\\\"modify_inputs_mode\\\"],\\n self.parsed_args[\\\"output\\\"],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L2992_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [2992, 2992], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2960_C4\", \"vector\": [13, 2, 0.5349, 0.0002, 2, 0.36, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return set(ancestral_tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2999_C4\", \"label\": \"_decorator_mkdir\", \"type\": \"function\", \"loc\": [2999, 3007], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5368, 0.0016, 1, 0.79, 0.5556, 946, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_mkdir\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_mkdir(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @mkdir\\n \\\"\\\"\\\"\\n syntax = \\\"@mkdir\\\"\\n description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (\\n self.syntax, (self.description_with_args_placeholder % \\\"...\\\"))\\n self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3000_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3000, 3002], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2999_C4\", \"vector\": [8, 2, 0.5365, 0.0005, 2, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @mkdir\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3003_C8\", \"label\": \"syntax =\", \"type\": \"assigned_variable\", \"loc\": [3003, 3003], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2999_C4\", \"vector\": [14, 2, 0.5368, 0.0002, 2, 0.3, 0.3333, 826, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" syntax = \\\"@mkdir\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3004_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3004, 3005], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2999_C4\", \"vector\": [14, 2, 0.5371, 0.0004, 2, 0.3, 0.6667, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (\\n self.syntax, (self.description_with_args_placeholder % \\\"...\\\"))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3006_C8\", \"label\": \"_prepare_preceding_mkdir()\", \"type\": \"expression\", \"loc\": [3006, 3007], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L2999_C4\", \"vector\": [8, 2, 0.5375, 0.0004, 2, 0.3, 1.0, 673, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_preceding_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_preceding_mkdir\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\\n description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3014_C4\", \"label\": \"mkdir\", \"type\": \"function\", \"loc\": [3014, 3022], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5395, 0.0016, 1, 0.79, 0.5694, 853, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"mkdir\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def mkdir(self, unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n Make missing directories including any intermediate directories before\\n this task\\n \\\"\\\"\\\"\\n syntax = \\\"Task(name = %s).mkdir\\\" % self._name\\n description_with_args_placeholder = \\\"%s(%%s)\\\" % (self.syntax)\\n self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3015_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3015, 3018], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3014_C4\", \"vector\": [8, 2, 0.5392, 0.0007, 2, 0.69, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Make missing directories including any intermediate directories before\\n this task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3019_C8\", \"label\": \"syntax =\", \"type\": \"assigned_variable\", \"loc\": [3019, 3019], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3014_C4\", \"vector\": [14, 2, 0.5397, 0.0002, 2, 0.69, 0.3333, 826, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" syntax = \\\"Task(name = %s).mkdir\\\" % self._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3020_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3020, 3020], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3014_C4\", \"vector\": [14, 2, 0.5399, 0.0002, 2, 0.69, 0.6667, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\"%s(%%s)\\\" % (self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3021_C8\", \"label\": \"_prepare_preceding_mkdir()\", \"type\": \"expression\", \"loc\": [3021, 3022], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3014_C4\", \"vector\": [8, 2, 0.5401, 0.0004, 2, 0.69, 1.0, 673, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_preceding_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_preceding_mkdir\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_preceding_mkdir(unnamed_args, named_args, syntax,\\n description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"label\": \"_prepare_preceding_mkdir\", \"type\": \"function\", \"loc\": [3029, 3051], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5434, 0.0041, 1, 0.79, 0.5833, 673, 0, 5, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_prepare_preceding_mkdir\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\", \"syntax\", \"task_description\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_preceding_mkdir(self, unnamed_args, named_args, syntax,\\n task_description):\\n \\\"\\\"\\\"\\n Add mkdir Task to run before self\\n Common to\\n Task.mkdir\\n @mkdir\\n @follows(..., mkdir())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3031_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3031, 3037], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [8, 2, 0.5424, 0.0013, 2, 0.45, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Add mkdir Task to run before self\\n Common to\\n Task.mkdir\\n @mkdir\\n @follows(..., mkdir())\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3042_C8\", \"label\": \"cnt_task_mkdir_str =\", \"type\": \"assigned_variable\", \"loc\": [3042, 3042], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [14, 2, 0.5438, 0.0002, 2, 0.45, 0.1667, 117, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"cnt_task_mkdir_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_task_mkdir_str = (\\\" #%d\\\" % self.cnt_task_mkdir) if self.cnt_task_mkdir > 1 else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3043_C8\", \"label\": \"task_name =\", \"type\": \"assigned_variable\", \"loc\": [3043, 3043], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [14, 2, 0.544, 0.0002, 2, 0.45, 0.3333, 10, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_name = r\\\"mkdir%s before %s \\\" % (cnt_task_mkdir_str, self._name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3044_C8\", \"label\": \"new_task = _create_task()\", \"type\": \"assigned_variable\", \"loc\": [3044, 3044], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [14, 2, 0.5442, 0.0002, 2, 0.45, 0.5, 822, 3, 2, 0, 0, 946, 10, 1], \"semantic\": {\"name\": \"new_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_task\", \"annotation\": \"\"}, \"snippet\": \" new_task = self.pipeline._create_task(task_func=job_wrapper_mkdir, task_name=task_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3045_C8\", \"label\": \"_add_parent()\", \"type\": \"expression\", \"loc\": [3045, 3045], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [8, 2, 0.5443, 0.0002, 2, 0.45, 0.6667, 176, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_add_parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_add_parent\", \"annotation\": \"\"}, \"snippet\": \" self._add_parent(new_task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3050_C8\", \"label\": \"new_task.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3050, 3050], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [14, 2, 0.5452, 0.0002, 2, 0.45, 0.8333, 888, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"new_task.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_task.syntax = syntax\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3051_C8\", \"label\": \"_prepare_mkdir()\", \"type\": \"expression\", \"loc\": [3051, 3051], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3029_C4\", \"vector\": [8, 2, 0.5454, 0.0002, 2, 0.45, 1.0, 316, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_mkdir\", \"annotation\": \"\"}, \"snippet\": \" new_task._prepare_mkdir(unnamed_args, named_args, task_description)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"label\": \"_prepare_mkdir\", \"type\": \"function\", \"loc\": [3066, 3131], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5539, 0.0118, 1, 0.79, 0.5972, 316, 0, 4, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"_prepare_mkdir\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\", \"task_description\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_mkdir(self, unnamed_args, named_args, task_description):\\n\\n self.error_type = error_task_mkdir\\n self._set_action_type(Task._action_mkdir)\\n self.needs_update_func = self.needs_update_func or needs_update_check_directory_missing\\n self.job_wrapper = job_wrapper_mkdir\\n self.job_descriptor = mkdir_job_descriptor\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3068_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3068, 3068], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [14, 2, 0.5484, 0.0002, 2, 0.58, 0.0, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3069_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3069, 3069], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [8, 2, 0.5486, 0.0002, 2, 0.58, 0.1667, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3070_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3070, 3070], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [14, 2, 0.5488, 0.0002, 2, 0.58, 0.3333, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_directory_missing\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3071_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3071, 3071], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [14, 2, 0.549, 0.0002, 2, 0.58, 0.5, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_mkdir\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3072_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3072, 3072], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [14, 2, 0.5492, 0.0002, 2, 0.58, 0.6667, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = mkdir_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3076_C8\", \"label\": \"self.user_defined_work_func =\", \"type\": \"assigned_variable\", \"loc\": [3076, 3076], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [14, 2, 0.5499, 0.0002, 2, 0.58, 0.8333, 135, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.user_defined_work_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.user_defined_work_func = self.job_wrapper\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3081, 3131], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3066_C4\", \"vector\": [4, 2, 0.5552, 0.0091, 2, 0.58, 1.0, 0, 0, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (len(unnamed_args) > 1 and\\n isinstance(unnamed_args[1], (formatter, suffix, regex))) or \\\"filter\\\" in named_args:\\n self.single_multi_io = self._many_to_many\\n self.setup_task_func = self._transform_setup\\n\\n #\\n # Parse named and unnamed arguments\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3083_C12\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3083, 3083], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5511, 0.0002, 3, 0.33, 0.0, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3084_C12\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3084, 3084], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5513, 0.0002, 3, 0.33, 0.125, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._transform_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3089_C12\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [3089, 3091], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5524, 0.0005, 3, 0.33, 0.25, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"], task_description)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3104_C12\", \"label\": \"self.func_description =\", \"type\": \"assigned_variable\", \"loc\": [3104, 3105], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.555, 0.0004, 3, 0.33, 0.375, 409, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.func_description\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.func_description = \\\"Make missing directories %s\\\" % (\\n shorten_filenames_encoder(unnamed_args, 0))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3107_C12\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3107, 3107], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5554, 0.0002, 3, 0.33, 0.5, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._one_to_one\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3108_C12\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3108, 3108], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5556, 0.0002, 3, 0.33, 0.625, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._do_nothing_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3109_C12\", \"label\": \"self.has_input_param =\", \"type\": \"assigned_variable\", \"loc\": [3109, 3109], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5558, 0.0002, 3, 0.33, 0.75, 619, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"self.has_input_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.has_input_param = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3115_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3115, 3124], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [4, 3, 0.5577, 0.0018, 3, 0.33, 0.875, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) == 0:\\n self.parsed_args[\\\"output\\\"] = []\\n elif len(unnamed_args) > 1:\\n self.parsed_args[\\\"output\\\"] = unnamed_args\\n # len(unnamed_args) == 1: unpack unnamed_args[0]\\n elif non_str_sequence(unnamed_args[0]):\\n self.parsed_args[\\\"output\\\"] = unnamed_args[0]\\n # single string or other non collection types\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3116_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3116, 3116], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3115_C12\", \"vector\": [14, 4, 0.557, 0.0002, 4, 0.39, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"output\\\"] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3117_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3117, 3124], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3115_C12\", \"vector\": [4, 4, 0.5578, 0.0014, 4, 0.39, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif len(unnamed_args) > 1:\\n self.parsed_args[\\\"output\\\"] = unnamed_args\\n # len(unnamed_args) == 1: unpack unnamed_args[0]\\n elif non_str_sequence(unnamed_args[0]):\\n self.parsed_args[\\\"output\\\"] = unnamed_args[0]\\n # single string or other non collection types\\n else:\\n self.parsed_args[\\\"output\\\"] = unnamed_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3118_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3118, 3118], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3117_C12\", \"vector\": [14, 5, 0.5574, 0.0002, 5, 0.84, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"output\\\"] = unnamed_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3120_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3120, 3124], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3117_C12\", \"vector\": [4, 5, 0.5581, 0.0009, 5, 0.84, 1.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif non_str_sequence(unnamed_args[0]):\\n self.parsed_args[\\\"output\\\"] = unnamed_args[0]\\n # single string or other non collection types\\n else:\\n self.parsed_args[\\\"output\\\"] = unnamed_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3121_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3121, 3121], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3120_C12\", \"vector\": [14, 6, 0.5579, 0.0002, 6, 0.75, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"output\\\"] = unnamed_args[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3124_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3124, 3124], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3120_C12\", \"vector\": [14, 6, 0.5585, 0.0002, 6, 0.75, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"output\\\"] = unnamed_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3131_C12\", \"label\": \"self.param_generator_func = args_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3131, 3131], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3081_C8\", \"vector\": [14, 3, 0.5597, 0.0002, 3, 0.33, 1.0, 169, 3, 1, 0, 0, 389, 10, 2], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"args_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = args_param_factory([[sorted(self.parsed_args[\\\"output\\\"])]])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3140_C4\", \"label\": \"_decorator_product\", \"type\": \"function\", \"loc\": [3140, 3147], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5619, 0.0014, 1, 0.79, 0.6111, 267, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_product\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_product(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @product\\n \\\"\\\"\\\"\\n self.syntax = \\\"@product\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_product(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3141_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3141, 3143], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3140_C4\", \"vector\": [8, 2, 0.5617, 0.0005, 2, 0.2, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @product\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3144_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3144, 3144], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3140_C4\", \"vector\": [14, 2, 0.562, 0.0002, 2, 0.2, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@product\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3145_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3145, 3146], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3140_C4\", \"vector\": [14, 2, 0.5623, 0.0004, 2, 0.2, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3147_C8\", \"label\": \"_prepare_product()\", \"type\": \"expression\", \"loc\": [3147, 3147], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3140_C4\", \"vector\": [8, 2, 0.5626, 0.0002, 2, 0.2, 1.0, 312, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_product\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_product\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_product(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"label\": \"_prepare_product\", \"type\": \"function\", \"loc\": [3154, 3172], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5654, 0.0034, 1, 0.79, 0.625, 312, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_prepare_product\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_product(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @product and pipeline.product\\n \\\"\\\"\\\"\\n self.error_type = error_task_product\\n self._set_action_type(Task._action_task_product)\\n self.setup_task_func = self._product_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3155_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3155, 3157], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [8, 2, 0.5642, 0.0005, 2, 0.36, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @product and pipeline.product\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3158_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3158, 3158], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5645, 0.0002, 2, 0.36, 0.125, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_product\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3159_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3159, 3159], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [8, 2, 0.5647, 0.0002, 2, 0.36, 0.25, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_product)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3160_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3160, 3160], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5649, 0.0002, 2, 0.36, 0.375, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._product_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3161_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3161, 3161], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5651, 0.0002, 2, 0.36, 0.5, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3162_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3162, 3162], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5652, 0.0002, 2, 0.36, 0.625, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3163_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3163, 3163], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5654, 0.0002, 2, 0.36, 0.75, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3164_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3164, 3164], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5656, 0.0002, 2, 0.36, 0.875, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3169_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [3169, 3172], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3154_C4\", \"vector\": [14, 2, 0.5668, 0.0007, 2, 0.36, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"inputN\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"label\": \"_product_setup\", \"type\": \"function\", \"loc\": [3179, 3215], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5715, 0.0066, 1, 0.79, 0.6389, 74, 0, 1, 1, 0, 0, 0, 7], \"semantic\": {\"name\": \"_product_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _product_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up product\\n \\\"\\\"\\\"\\n #\\n # replace function / function names with tasks\\n #\\n list_input_files_task_globs = [self._handle_tasks_globs_in_inputs(ii,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3180_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3180, 3182], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [8, 2, 0.5686, 0.0005, 2, 0.18, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up product\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3186_C8\", \"label\": \"list_input_files_task_globs =\", \"type\": \"assigned_variable\", \"loc\": [3186, 3188], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [14, 2, 0.5697, 0.0005, 2, 0.18, 0.125, 372, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"list_input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" list_input_files_task_globs = [self._handle_tasks_globs_in_inputs(ii,\\n t_extra_inputs.KEEP_INPUTS)\\n for ii in self.parsed_args[\\\"input\\\"]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3189_C8\", \"label\": \"ancestral_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [3189, 3189], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [14, 2, 0.5701, 0.0002, 2, 0.18, 0.25, 1, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3190_C8\", \"label\": \"for input_files_task_globs\", \"type\": \"for\", \"loc\": [3190, 3191], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [6, 2, 0.5703, 0.0004, 2, 0.18, 0.375, 992, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for input_files_task_globs in list_input_files_task_globs:\\n ancestral_tasks = ancestral_tasks.union(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3191_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [3191, 3191], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3190_C8\", \"vector\": [14, 3, 0.5704, 0.0002, 3, 0.03, 0.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3194_C8\", \"label\": \"file_names_transform = t_nested_formatter_file_names_transform()\", \"type\": \"assigned_variable\", \"loc\": [3194, 3197], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [14, 2, 0.5712, 0.0007, 2, 0.18, 0.5, 113, 3, 4, 0, 0, 241, 10, 1], \"semantic\": {\"name\": \"file_names_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"t_nested_formatter_file_names_transform\", \"annotation\": \"\"}, \"snippet\": \" file_names_transform = t_nested_formatter_file_names_transform(self,\\n self.parsed_args[\\\"filter\\\"],\\n self.error_type,\\n self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3199_C8\", \"label\": \"modify_inputs =\", \"type\": \"assigned_variable\", \"loc\": [3199, 3199], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [14, 2, 0.5719, 0.0002, 2, 0.18, 0.625, 242, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self.parsed_args[\\\"modify_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3200_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3200, 3203], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [4, 2, 0.5723, 0.0007, 2, 0.18, 0.75, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs is not None:\\n modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3201_C12\", \"label\": \"modify_inputs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [3201, 3202], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3200_C8\", \"vector\": [14, 3, 0.5723, 0.0004, 3, 0.35, 0.0, 242, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3203_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [3203, 3203], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3200_C8\", \"vector\": [14, 3, 0.5726, 0.0002, 3, 0.35, 1.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3205_C8\", \"label\": \"self.param_generator_func = product_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3205, 3213], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [14, 2, 0.5737, 0.0016, 2, 0.18, 0.875, 169, 3, 6, 0, 0, 910, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"product_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = product_param_factory(list_input_files_task_globs,\\n # False, #\\n # flatten input\\n # removed\\n file_names_transform,\\n modify_inputs,\\n self.parsed_args[\\\"modify_inputs_mode\\\"],\\n self.parsed_args[\\\"output\\\"],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3215_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3215, 3215], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3179_C4\", \"vector\": [13, 2, 0.5747, 0.0002, 2, 0.18, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ancestral_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3224_C4\", \"label\": \"_decorator_permutations\", \"type\": \"function\", \"loc\": [3224, 3231], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.577, 0.0014, 1, 0.79, 0.6528, 710, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_permutations\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_permutations(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @permutations\\n \\\"\\\"\\\"\\n self.syntax = \\\"@permutations\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_combinatorics(unnamed_args, named_args, error_task_permutations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3225_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3225, 3227], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3224_C4\", \"vector\": [8, 2, 0.5767, 0.0005, 2, 0.41, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @permutations\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3228_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3228, 3228], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3224_C4\", \"vector\": [14, 2, 0.577, 0.0002, 2, 0.41, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@permutations\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3229_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3229, 3230], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3224_C4\", \"vector\": [14, 2, 0.5773, 0.0004, 2, 0.41, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3231_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [3231, 3231], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3224_C4\", \"vector\": [8, 2, 0.5776, 0.0002, 2, 0.41, 1.0, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_combinatorics(unnamed_args, named_args, error_task_permutations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3233_C4\", \"label\": \"_decorator_combinations\", \"type\": \"function\", \"loc\": [3233, 3240], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5786, 0.0014, 1, 0.79, 0.6667, 907, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_combinations\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_combinations(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @combinations\\n \\\"\\\"\\\"\\n self.syntax = \\\"@combinations\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_combinatorics(unnamed_args, named_args, error_task_combinations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3234_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3234, 3236], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3233_C4\", \"vector\": [8, 2, 0.5783, 0.0005, 2, 0.14, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @combinations\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3237_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3237, 3237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3233_C4\", \"vector\": [14, 2, 0.5787, 0.0002, 2, 0.14, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@combinations\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3238_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3238, 3239], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3233_C4\", \"vector\": [14, 2, 0.5789, 0.0004, 2, 0.14, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3240_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [3240, 3240], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3233_C4\", \"vector\": [8, 2, 0.5792, 0.0002, 2, 0.14, 1.0, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_combinatorics(unnamed_args, named_args, error_task_combinations)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3242_C4\", \"label\": \"_decorator_combinations_with_replacement\", \"type\": \"function\", \"loc\": [3242, 3251], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5804, 0.0018, 1, 0.79, 0.6806, 625, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_combinations_with_replacement\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_combinations_with_replacement(self, *unnamed_args,\\n **named_args):\\n \\\"\\\"\\\"\\n @combinations_with_replacement\\n \\\"\\\"\\\"\\n self.syntax = \\\"@combinations_with_replacement\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3244_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3244, 3246], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3242_C4\", \"vector\": [8, 2, 0.5801, 0.0005, 2, 0.36, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @combinations_with_replacement\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3247_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3247, 3247], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3242_C4\", \"vector\": [14, 2, 0.5804, 0.0002, 2, 0.36, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@combinations_with_replacement\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3248_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3248, 3249], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3242_C4\", \"vector\": [14, 2, 0.5807, 0.0004, 2, 0.36, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3250_C8\", \"label\": \"_prepare_combinatorics()\", \"type\": \"expression\", \"loc\": [3250, 3251], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3242_C4\", \"vector\": [8, 2, 0.5811, 0.0004, 2, 0.36, 1.0, 450, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_combinatorics\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_combinatorics(unnamed_args, named_args,\\n error_task_combinations_with_replacement)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"label\": \"_prepare_combinatorics\", \"type\": \"function\", \"loc\": [3258, 3279], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5843, 0.0039, 1, 0.79, 0.6944, 450, 0, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_combinatorics\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\", \"error_type\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_combinatorics(self, unnamed_args, named_args, error_type):\\n \\\"\\\"\\\"\\n Common code for\\n @permutations and pipeline.permutations\\n @combinations and pipeline.combinations\\n @combinations_with_replacement and\\n pipeline.combinations_with_replacement\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3259_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3259, 3265], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [8, 2, 0.5831, 0.0013, 2, 0.7, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for\\n @permutations and pipeline.permutations\\n @combinations and pipeline.combinations\\n @combinations_with_replacement and\\n pipeline.combinations_with_replacement\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3266_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3266, 3266], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5838, 0.0002, 2, 0.7, 0.1429, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3267_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3267, 3267], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.584, 0.0002, 2, 0.7, 0.2857, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._combinatorics_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3268_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3268, 3268], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5842, 0.0002, 2, 0.7, 0.4286, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3269_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3269, 3269], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5844, 0.0002, 2, 0.7, 0.5714, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3270_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3270, 3270], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5846, 0.0002, 2, 0.7, 0.7143, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3271_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3271, 3271], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5847, 0.0002, 2, 0.7, 0.8571, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3276_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [3276, 3279], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3258_C4\", \"vector\": [14, 2, 0.5859, 0.0007, 2, 0.7, 1.0, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"tuple_size\\\",\\n \\\"modify_inputs\\\", \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"label\": \"_combinatorics_setup\", \"type\": \"function\", \"loc\": [3286, 3335], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5918, 0.0089, 1, 0.79, 0.7083, 790, 0, 1, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"_combinatorics_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _combinatorics_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up combinatorics\\n \\\"\\\"\\\"\\n #\\n # replace function / function names with tasks\\n #\\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3287_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3287, 3289], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [8, 2, 0.5878, 0.0005, 2, 0.56, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up combinatorics\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3293_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [3293, 3294], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.5888, 0.0004, 2, 0.56, 0.125, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3295_C8\", \"label\": \"ancestral_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [3295, 3295], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.589, 0.0002, 2, 0.56, 0.25, 1, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3299_C8\", \"label\": \"file_names_transform = t_nested_formatter_file_names_transform()\", \"type\": \"assigned_variable\", \"loc\": [3299, 3301], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.5899, 0.0005, 2, 0.56, 0.375, 113, 3, 4, 0, 0, 241, 10, 1], \"semantic\": {\"name\": \"file_names_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"t_nested_formatter_file_names_transform\", \"annotation\": \"\"}, \"snippet\": \" file_names_transform = t_nested_formatter_file_names_transform(\\n self, [self.parsed_args[\\\"filter\\\"]] * self.parsed_args[\\\"tuple_size\\\"],\\n self.error_type, self.syntax)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3303_C8\", \"label\": \"modify_inputs =\", \"type\": \"assigned_variable\", \"loc\": [3303, 3303], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.5905, 0.0002, 2, 0.56, 0.5, 242, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self.parsed_args[\\\"modify_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3304_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3304, 3307], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [4, 2, 0.5909, 0.0007, 2, 0.56, 0.625, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if modify_inputs is not None:\\n modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\\n ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3305_C12\", \"label\": \"modify_inputs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [3305, 3306], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3304_C8\", \"vector\": [14, 3, 0.5909, 0.0004, 3, 0.53, 0.0, 242, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"modify_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" modify_inputs = self._handle_tasks_globs_in_inputs(\\n modify_inputs, self.parsed_args[\\\"modify_inputs_mode\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3307_C12\", \"label\": \"ancestral_tasks = union()\", \"type\": \"assigned_variable\", \"loc\": [3307, 3307], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3304_C8\", \"vector\": [14, 3, 0.5912, 0.0002, 3, 0.53, 1.0, 1, 3, 1, 0, 0, 140, 10, 1], \"semantic\": {\"name\": \"ancestral_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" ancestral_tasks = ancestral_tasks.union(modify_inputs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3311_C8\", \"label\": \"error_type_to_combinatorics_type =\", \"type\": \"assigned_variable\", \"loc\": [3311, 3318], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.5925, 0.0014, 2, 0.56, 0.75, 245, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"error_type_to_combinatorics_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" error_type_to_combinatorics_type = {\\n error_task_combinations_with_replacement:\\n t_combinatorics_type.COMBINATORICS_COMBINATIONS_WITH_REPLACEMENT,\\n error_task_combinations:\\n t_combinatorics_type.COMBINATORICS_COMBINATIONS,\\n error_task_permutations:\\n t_combinatorics_type.COMBINATORICS_PERMUTATIONS\\n }\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3320_C8\", \"label\": \"self.param_generator_func = combinatorics_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3320, 3333], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [14, 2, 0.5947, 0.0025, 2, 0.56, 0.875, 169, 3, 8, 0, 0, 34, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"combinatorics_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = \\\\\\n combinatorics_param_factory(input_files_task_globs,\\n # False, #\\n # flatten\\n # input\\n # removed\\n error_type_to_combinatorics_type[\\n self.error_type],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3335_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3335, 3335], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3286_C4\", \"vector\": [13, 2, 0.5962, 0.0002, 2, 0.56, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ancestral_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3342_C4\", \"label\": \"_decorator_files\", \"type\": \"function\", \"loc\": [3342, 3349], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.5981, 0.0014, 1, 0.79, 0.7222, 133, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_files\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_files(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @files\\n \\\"\\\"\\\"\\n self.syntax = \\\"@files\\\"\\n self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\\n self._prepare_files(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3343_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3343, 3345], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3342_C4\", \"vector\": [8, 2, 0.5978, 0.0005, 2, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @files\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3346_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3346, 3346], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3342_C4\", \"vector\": [14, 2, 0.5981, 0.0002, 2, 0.3, 0.3333, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@files\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3347_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3347, 3348], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3342_C4\", \"vector\": [14, 2, 0.5984, 0.0004, 2, 0.3, 0.6667, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3349_C8\", \"label\": \"_prepare_files()\", \"type\": \"expression\", \"loc\": [3349, 3349], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3342_C4\", \"vector\": [8, 2, 0.5987, 0.0002, 2, 0.3, 1.0, 17, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_files\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_files(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"label\": \"_prepare_files\", \"type\": \"function\", \"loc\": [3356, 3404], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6042, 0.0088, 1, 0.79, 0.7361, 17, 0, 3, 0, 0, 0, 0, 12], \"semantic\": {\"name\": \"_prepare_files\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_files(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @files and pipeline.files\\n \\\"\\\"\\\"\\n self.error_type = error_task_files\\n self.setup_task_func = self._do_nothing_setup\\n self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\\n self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3357_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3357, 3359], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [8, 2, 0.6003, 0.0005, 2, 0.88, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @files and pipeline.files\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3360_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3360, 3360], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [14, 2, 0.6006, 0.0002, 2, 0.88, 0.1429, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3361_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3361, 3361], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [14, 2, 0.6008, 0.0002, 2, 0.88, 0.2857, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._do_nothing_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3362_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3362, 3362], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [14, 2, 0.601, 0.0002, 2, 0.88, 0.4286, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3363_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3363, 3363], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [14, 2, 0.6012, 0.0002, 2, 0.88, 0.5714, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3364_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3364, 3364], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [14, 2, 0.6014, 0.0002, 2, 0.88, 0.7143, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3366_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3366, 3367], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [4, 2, 0.6018, 0.0004, 2, 0.88, 0.8571, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) == 0:\\n raise error_task_files(self, \\\"Too few arguments for @files\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3370, 3404], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3356_C4\", \"vector\": [4, 2, 0.6055, 0.0063, 2, 0.88, 1.0, 0, 0, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) == 1 and isinstance(unnamed_args[0],\\n collections.Callable):\\n\\n self._set_action_type(Task._action_task_files_func)\\n self.param_generator_func = files_custom_generator_param_factory(unnamed_args[0])\\n\\n # assume\\n self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3373_C12\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3373, 3373], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [8, 3, 0.603, 0.0002, 3, 0.19, 0.0, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_files_func)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3374_C12\", \"label\": \"self.param_generator_func = files_custom_generator_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3374, 3374], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [14, 3, 0.6031, 0.0002, 3, 0.19, 0.125, 169, 3, 1, 0, 0, 378, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"files_custom_generator_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = files_custom_generator_param_factory(unnamed_args[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3377_C12\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3377, 3377], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [14, 3, 0.6037, 0.0002, 3, 0.19, 0.25, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3381_C12\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3381, 3381], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [8, 3, 0.6044, 0.0002, 3, 0.19, 0.375, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3383, 3398], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [4, 3, 0.6061, 0.0029, 3, 0.19, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) > 1:\\n\\n # single jobs\\n # This is true even if the previous task has multiple output\\n # These will all be joined together at the hip (like @merge)\\n # If you want different behavior, use @transform\\n params = copy.copy([unnamed_args])\\n self._is_single_job_single_output = self._single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3389_C16\", \"label\": \"params = copy()\", \"type\": \"assigned_variable\", \"loc\": [3389, 3389], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.6058, 0.0002, 4, 0.74, 0.0, 206, 3, 1, 0, 0, 739, 10, 1], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"copy\", \"annotation\": \"\"}, \"snippet\": \" params = copy.copy([unnamed_args])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3390_C16\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [3390, 3390], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.606, 0.0002, 4, 0.74, 0.2, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3391_C16\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3391, 3391], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.6062, 0.0002, 4, 0.74, 0.4, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._one_to_one\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3396_C16\", \"label\": \"params = copy()\", \"type\": \"assigned_variable\", \"loc\": [3396, 3396], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.6071, 0.0002, 4, 0.74, 0.6, 206, 3, 1, 0, 0, 739, 10, 1], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"copy\", \"annotation\": \"\"}, \"snippet\": \" params = copy.copy(unnamed_args[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3397_C16\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [3397, 3397], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.6073, 0.0002, 4, 0.74, 0.8, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._multiple_jobs_outputs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3398_C16\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3398, 3398], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3383_C12\", \"vector\": [14, 4, 0.6074, 0.0002, 4, 0.74, 1.0, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3400_C12\", \"label\": \"check_files_io_parameters()\", \"type\": \"expression\", \"loc\": [3400, 3400], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [8, 3, 0.6078, 0.0002, 3, 0.19, 0.625, 667, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"check_files_io_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_files_io_parameters\", \"annotation\": \"\"}, \"snippet\": \" check_files_io_parameters(self, params, error_task_files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3402_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3402, 3402], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [14, 3, 0.6082, 0.0002, 3, 0.19, 0.75, 0, 5, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"input\\\"] = [pp[0] for pp in params]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3403_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3403, 3403], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [14, 3, 0.6083, 0.0002, 3, 0.19, 0.875, 0, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args[\\\"output\\\"] = [tuple(pp[1:]) for pp in params]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3404_C12\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3404, 3404], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3370_C8\", \"vector\": [14, 3, 0.6085, 0.0002, 3, 0.19, 1.0, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._files_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3411_C4\", \"label\": \"_files_setup\", \"type\": \"function\", \"loc\": [3411, 3424], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6109, 0.0025, 1, 0.79, 0.75, 132, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"_files_setup\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _files_setup(self):\\n \\\"\\\"\\\"\\n Finish setting up @files\\n \\\"\\\"\\\"\\n #\\n # replace function / function names with tasks\\n #\\n input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3412_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3412, 3414], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3411_C4\", \"vector\": [8, 2, 0.6101, 0.0005, 2, 0.58, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Finish setting up @files\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3418_C8\", \"label\": \"input_files_task_globs = _handle_tasks_globs_in_inputs()\", \"type\": \"assigned_variable\", \"loc\": [3418, 3419], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3411_C4\", \"vector\": [14, 2, 0.6111, 0.0004, 2, 0.58, 0.3333, 992, 3, 2, 0, 0, 695, 10, 1], \"semantic\": {\"name\": \"input_files_task_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_handle_tasks_globs_in_inputs\", \"annotation\": \"\"}, \"snippet\": \" input_files_task_globs = self._handle_tasks_globs_in_inputs(self.parsed_args[\\\"input\\\"],\\n t_extra_inputs.KEEP_INPUTS)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3421_C8\", \"label\": \"self.param_generator_func = files_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3421, 3423], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3411_C4\", \"vector\": [14, 2, 0.6117, 0.0005, 2, 0.58, 0.6667, 169, 3, 3, 0, 0, 63, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"files_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = files_param_factory(input_files_task_globs,\\n True,\\n self.parsed_args[\\\"output\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3424_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3424, 3424], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3411_C4\", \"vector\": [13, 2, 0.6121, 0.0002, 2, 0.58, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return set(input_files_task_globs.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3431_C4\", \"label\": \"_decorator_parallel\", \"type\": \"function\", \"loc\": [3431, 3436], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6138, 0.0011, 1, 0.79, 0.7639, 90, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_parallel\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_parallel(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @parallel\\n \\\"\\\"\\\"\\n self.syntax = \\\"@parallel\\\"\\n self._prepare_parallel(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3432_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3432, 3434], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3431_C4\", \"vector\": [8, 2, 0.6137, 0.0005, 2, 0.71, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @parallel\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3435_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3435, 3435], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3431_C4\", \"vector\": [14, 2, 0.6141, 0.0002, 2, 0.71, 0.5, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@parallel\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3436_C8\", \"label\": \"_prepare_parallel()\", \"type\": \"expression\", \"loc\": [3436, 3436], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3431_C4\", \"vector\": [8, 2, 0.6142, 0.0002, 2, 0.71, 1.0, 145, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_parallel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_parallel\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_parallel(unnamed_args, named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"label\": \"_prepare_parallel\", \"type\": \"function\", \"loc\": [3443, 3473], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6182, 0.0055, 1, 0.79, 0.7778, 145, 0, 3, 0, 0, 0, 0, 12], \"semantic\": {\"name\": \"_prepare_parallel\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _prepare_parallel(self, unnamed_args, named_args):\\n \\\"\\\"\\\"\\n Common code for @parallel and pipeline.parallel\\n \\\"\\\"\\\"\\n self.error_type = error_task_parallel\\n self._set_action_type(Task._action_task_parallel)\\n self.setup_task_func = self._do_nothing_setup\\n self.needs_update_func = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3444_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3444, 3446], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [8, 2, 0.6158, 0.0005, 2, 0.5, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Common code for @parallel and pipeline.parallel\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3447_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3447, 3447], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [14, 2, 0.6162, 0.0002, 2, 0.5, 0.125, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_parallel\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3448_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3448, 3448], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [8, 2, 0.6164, 0.0002, 2, 0.5, 0.25, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_parallel)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3449_C8\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3449, 3449], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [14, 2, 0.6166, 0.0002, 2, 0.5, 0.375, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._do_nothing_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3450_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3450, 3450], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [14, 2, 0.6167, 0.0002, 2, 0.5, 0.5, 669, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3451_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3451, 3451], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [14, 2, 0.6169, 0.0002, 2, 0.5, 0.625, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_generic\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3452_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3452, 3452], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [14, 2, 0.6171, 0.0002, 2, 0.5, 0.75, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3454_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3454, 3455], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [4, 2, 0.6175, 0.0004, 2, 0.5, 0.875, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) == 0:\\n raise error_task_parallel(self, \\\"Too few arguments for @parallel\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3458_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3458, 3473], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3443_C4\", \"vector\": [4, 2, 0.6195, 0.0029, 2, 0.5, 1.0, 0, 0, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) == 1 and isinstance(unnamed_args[0],\\n collections.Callable):\\n self.param_generator_func = args_param_factory(unnamed_args[0]())\\n\\n # list of params\\n else:\\n if len(unnamed_args) > 1:\\n # single jobs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3460_C12\", \"label\": \"self.param_generator_func = args_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3460, 3460], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3458_C8\", \"vector\": [14, 3, 0.6185, 0.0002, 3, 0.32, 0.0, 169, 3, 1, 0, 0, 389, 10, 2], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"args_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = args_param_factory(unnamed_args[0]())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3464_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3464, 3471], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3458_C8\", \"vector\": [4, 3, 0.6199, 0.0014, 3, 0.32, 0.5, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) > 1:\\n # single jobs\\n params = copy.copy([unnamed_args])\\n self._is_single_job_single_output = self._single_job_single_output\\n else:\\n # multiple jobs with input/output parameters etc.\\n params = copy.copy(unnamed_args[0])\\n check_parallel_parameters(self, params, error_task_parallel)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3466_C16\", \"label\": \"params = copy()\", \"type\": \"assigned_variable\", \"loc\": [3466, 3466], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3464_C12\", \"vector\": [14, 4, 0.6196, 0.0002, 4, 0.68, 0.0, 206, 3, 1, 0, 0, 739, 10, 1], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"copy\", \"annotation\": \"\"}, \"snippet\": \" params = copy.copy([unnamed_args])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3467_C16\", \"label\": \"self._is_single_job_single_output =\", \"type\": \"assigned_variable\", \"loc\": [3467, 3467], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3464_C12\", \"vector\": [14, 4, 0.6198, 0.0002, 4, 0.68, 0.3333, 401, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._is_single_job_single_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._is_single_job_single_output = self._single_job_single_output\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3470_C16\", \"label\": \"params = copy()\", \"type\": \"assigned_variable\", \"loc\": [3470, 3470], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3464_C12\", \"vector\": [14, 4, 0.6203, 0.0002, 4, 0.68, 0.6667, 206, 3, 1, 0, 0, 739, 10, 1], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"copy\", \"annotation\": \"\"}, \"snippet\": \" params = copy.copy(unnamed_args[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3471_C16\", \"label\": \"check_parallel_parameters()\", \"type\": \"expression\", \"loc\": [3471, 3471], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3464_C12\", \"vector\": [8, 4, 0.6205, 0.0002, 4, 0.68, 1.0, 952, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"check_parallel_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_parallel_parameters\", \"annotation\": \"\"}, \"snippet\": \" check_parallel_parameters(self, params, error_task_parallel)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3473_C12\", \"label\": \"self.param_generator_func = args_param_factory()\", \"type\": \"assigned_variable\", \"loc\": [3473, 3473], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3458_C8\", \"vector\": [14, 3, 0.6208, 0.0002, 3, 0.32, 1.0, 169, 3, 1, 0, 0, 389, 10, 1], \"semantic\": {\"name\": \"self.param_generator_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"args_param_factory\", \"annotation\": \"\"}, \"snippet\": \" self.param_generator_func = args_param_factory(params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"label\": \"_decorator_files_re\", \"type\": \"function\", \"loc\": [3480, 3542], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6276, 0.0113, 1, 0.79, 0.7917, 861, 0, 3, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"_decorator_files_re\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_files_re(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n @files_re\\n\\n calls user function in parallel\\n with input_files, output_files, parameters\\n These needed to be generated on the fly by\\n getting all file names in the supplied list/glob pattern\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3481_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3481, 3500], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [8, 2, 0.624, 0.0036, 2, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @files_re\\n\\n calls user function in parallel\\n with input_files, output_files, parameters\\n These needed to be generated on the fly by\\n getting all file names in the supplied list/glob pattern\\n There are two variations:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3501_C8\", \"label\": \"self.syntax =\", \"type\": \"assigned_variable\", \"loc\": [3501, 3501], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6258, 0.0002, 2, 0.3, 0.0714, 351, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.syntax = \\\"@files_re\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3502_C8\", \"label\": \"self.error_type =\", \"type\": \"assigned_variable\", \"loc\": [3502, 3502], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.626, 0.0002, 2, 0.3, 0.1429, 187, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.error_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.error_type = error_task_files_re\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3503_C8\", \"label\": \"_set_action_type()\", \"type\": \"expression\", \"loc\": [3503, 3503], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [8, 2, 0.6262, 0.0002, 2, 0.3, 0.2143, 538, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_action_type\", \"annotation\": \"\"}, \"snippet\": \" self._set_action_type(Task._action_task_files_re)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3504_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3504, 3504], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6264, 0.0002, 2, 0.3, 0.2857, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = self.needs_update_func or needs_update_check_modify_time\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3505_C8\", \"label\": \"self.job_wrapper =\", \"type\": \"assigned_variable\", \"loc\": [3505, 3505], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6266, 0.0002, 2, 0.3, 0.3571, 283, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_wrapper\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_wrapper = job_wrapper_io_files\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3506_C8\", \"label\": \"self.job_descriptor =\", \"type\": \"assigned_variable\", \"loc\": [3506, 3506], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6267, 0.0002, 2, 0.3, 0.4286, 527, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.job_descriptor\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.job_descriptor = io_files_job_descriptor\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3507_C8\", \"label\": \"self.single_multi_io =\", \"type\": \"assigned_variable\", \"loc\": [3507, 3507], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6269, 0.0002, 2, 0.3, 0.5, 758, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.single_multi_io\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.single_multi_io = self._many_to_many\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3509_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3509, 3510], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [4, 2, 0.6274, 0.0004, 2, 0.3, 0.5714, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) < 3:\\n raise self.error_type(self, \\\"Too few arguments for @files_re\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3520_C8\", \"label\": \"combining_all_jobs, unnamed_args = is_file_re_combining()\", \"type\": \"assigned_variable\", \"loc\": [3520, 3520], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6292, 0.0002, 2, 0.3, 0.6429, 122, 3, 1, 0, 0, 232, 10, 1], \"semantic\": {\"name\": \"combining_all_jobs, unnamed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"is_file_re_combining\", \"annotation\": \"\"}, \"snippet\": \" combining_all_jobs, unnamed_args = is_file_re_combining(unnamed_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3523_C8\", \"label\": \" = regex()\", \"type\": \"assigned_variable\", \"loc\": [3523, 3523], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6298, 0.0002, 2, 0.3, 0.7143, 0, 3, 1, 0, 0, 552, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"regex\", \"annotation\": \"\"}, \"snippet\": \" unnamed_args[1] = regex(unnamed_args[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3527_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3527, 3528], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [4, 2, 0.6306, 0.0004, 2, 0.3, 0.7857, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args) > 3:\\n unnamed_args[2] = inputs(unnamed_args[2])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3528_C12\", \"label\": \" = inputs()\", \"type\": \"assigned_variable\", \"loc\": [3528, 3528], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3527_C8\", \"vector\": [14, 3, 0.6307, 0.0002, 3, 0.72, 0.0, 0, 3, 1, 0, 0, 226, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"inputs\", \"annotation\": \"\"}, \"snippet\": \" unnamed_args[2] = inputs(unnamed_args[2])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3532_C8\", \"label\": \"self.description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3532, 3533], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.6315, 0.0004, 2, 0.3, 0.8571, 651, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.description_with_args_placeholder = \\\"%s(%%s)\\\\n%s\\\" % (self.syntax,\\n self._get_decorated_function())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3534_C8\", \"label\": \"self.parsed_args = parse_task_arguments()\", \"type\": \"assigned_variable\", \"loc\": [3534, 3537], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [14, 2, 0.632, 0.0007, 2, 0.3, 0.9286, 579, 3, 4, 0, 0, 518, 10, 1], \"semantic\": {\"name\": \"self.parsed_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_task_arguments\", \"annotation\": \"\"}, \"snippet\": \" self.parsed_args = parse_task_arguments(unnamed_args, named_args,\\n [\\\"input\\\", \\\"filter\\\", \\\"modify_inputs\\\",\\n \\\"output\\\", \\\"extras\\\"],\\n self.description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3539_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3539, 3542], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3480_C4\", \"vector\": [4, 2, 0.6329, 0.0007, 2, 0.3, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if combining_all_jobs:\\n self.setup_task_func = self._collate_setup\\n else:\\n self.setup_task_func = self._transform_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3540_C12\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3540, 3540], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3539_C8\", \"vector\": [14, 3, 0.6328, 0.0002, 3, 0.66, 0.0, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._collate_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3542_C12\", \"label\": \"self.setup_task_func =\", \"type\": \"assigned_variable\", \"loc\": [3542, 3542], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3539_C8\", \"vector\": [14, 3, 0.6332, 0.0002, 3, 0.66, 1.0, 203, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.setup_task_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.setup_task_func = self._transform_setup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3562_C4\", \"label\": \"follows\", \"type\": \"function\", \"loc\": [3562, 3571], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6376, 0.0018, 1, 0.79, 0.8056, 700, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"follows\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def follows(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n \\\"\\\"\\\"\\n description_with_args_placeholder = (\\n self.description_with_args_placeholder % \\\"...\\\") + \\\".follows(%r)\\\"\\n self._do_follows(description_with_args_placeholder, False,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3563_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3563, 3566], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3562_C4\", \"vector\": [8, 2, 0.6372, 0.0007, 2, 0.53, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3567_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3567, 3568], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3562_C4\", \"vector\": [14, 2, 0.6377, 0.0004, 2, 0.53, 0.3333, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = (\\n self.description_with_args_placeholder % \\\"...\\\") + \\\".follows(%r)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3569_C8\", \"label\": \"_do_follows()\", \"type\": \"expression\", \"loc\": [3569, 3570], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3562_C4\", \"vector\": [8, 2, 0.6381, 0.0004, 2, 0.53, 0.6667, 693, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_do_follows\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_follows\", \"annotation\": \"\"}, \"snippet\": \" self._do_follows(description_with_args_placeholder, False,\\n *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3571_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3571, 3571], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3562_C4\", \"vector\": [13, 2, 0.6384, 0.0002, 2, 0.53, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3578_C4\", \"label\": \"_decorator_follows\", \"type\": \"function\", \"loc\": [3578, 3585], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6402, 0.0014, 1, 0.79, 0.8194, 161, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_follows\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_follows(self, *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n \\\"\\\"\\\"\\n description_with_args_placeholder = \\\"@follows(%r)\\\\n\\\" + (\\n self.description_with_args_placeholder % \\\"...\\\")\\n self._do_follows(description_with_args_placeholder, False, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3579_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3579, 3582], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3578_C4\", \"vector\": [8, 2, 0.6401, 0.0007, 2, 0.34, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3583_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3583, 3584], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3578_C4\", \"vector\": [14, 2, 0.6406, 0.0004, 2, 0.34, 0.5, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\"@follows(%r)\\\\n\\\" + (\\n self.description_with_args_placeholder % \\\"...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3585_C8\", \"label\": \"_do_follows()\", \"type\": \"expression\", \"loc\": [3585, 3585], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3578_C4\", \"vector\": [8, 2, 0.6409, 0.0002, 2, 0.34, 1.0, 693, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_do_follows\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_do_follows\", \"annotation\": \"\"}, \"snippet\": \" self._do_follows(description_with_args_placeholder, False, *unnamed_args, **named_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"label\": \"_do_follows\", \"type\": \"function\", \"loc\": [3594, 3715], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6533, 0.0218, 1, 0.79, 0.8333, 693, 0, 5, 1, 0, 0, 0, 28], \"semantic\": {\"name\": \"_do_follows\", \"arg_names\": [\"self\", \"description_with_args_placeholder\", \"no_mkdir\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _do_follows(self, description_with_args_placeholder, no_mkdir,\\n *unnamed_args, **named_args):\\n \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n\\n Called from\\n * task.follows\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3596_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3596, 3609], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"vector\": [8, 2, 0.644, 0.0025, 2, 0.39, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n unnamed_args can be string or function or Task\\n For strings, if lookup fails, will defer.\\n\\n Called from\\n * task.follows\\n * @follows\\n * decorators, e.g. @transform _handle_tasks_globs_in_inputs\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3610_C8\", \"label\": \"new_tasks =\", \"type\": \"assigned_variable\", \"loc\": [3610, 3610], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"vector\": [14, 2, 0.6453, 0.0002, 2, 0.39, 0.25, 906, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"new_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3611_C8\", \"label\": \"for arg\", \"type\": \"for\", \"loc\": [3611, 3706], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"vector\": [6, 2, 0.654, 0.0172, 2, 0.39, 0.5, 447, 2, 0, 0, 0, 0, 0, 27], \"semantic\": {\"name\": \"arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for arg in unnamed_args:\\n #\\n # Task\\n #\\n if isinstance(arg, Task):\\n if arg == self:\\n raise error_decorator_args(\\n \\\"Cannot have a task as its own (circular) dependency:\\\\n\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3615_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3615, 3706], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3611_C8\", \"vector\": [4, 3, 0.6544, 0.0164, 3, 0.75, 0.0, 0, 3, 0, 0, 0, 0, 0, 27], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(arg, Task):\\n if arg == self:\\n raise error_decorator_args(\\n \\\"Cannot have a task as its own (circular) dependency:\\\\n\\\"\\n % description_with_args_placeholder % (arg,))\\n\\n #\\n # re-lookup from task name to handle cloning\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3616_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3616, 3619], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3615_C12\", \"vector\": [4, 4, 0.6467, 0.0007, 4, 0.78, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if arg == self:\\n raise error_decorator_args(\\n \\\"Cannot have a task as its own (circular) dependency:\\\\n\\\"\\n % description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3624_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3624, 3637], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3615_C12\", \"vector\": [4, 4, 0.649, 0.0025, 4, 0.78, 0.5, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if arg.pipeline.name == self.pipeline.original_name and \\\\\\n self.pipeline.original_name != self.pipeline.name:\\n tasks = lookup_tasks_from_name(arg._name,\\n default_pipeline_name=self.pipeline.name,\\n default_module_name=self.func_module_name)\\n new_tasks.extend(tasks)\\n\\n if not tasks:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3626_C20\", \"label\": \"tasks = lookup_tasks_from_name()\", \"type\": \"assigned_variable\", \"loc\": [3626, 3628], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3624_C16\", \"vector\": [14, 5, 0.6484, 0.0005, 5, 0.49, 0.0, 116, 3, 3, 0, 0, 32, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_name\", \"annotation\": \"\"}, \"snippet\": \" tasks = lookup_tasks_from_name(arg._name,\\n default_pipeline_name=self.pipeline.name,\\n default_module_name=self.func_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3629_C20\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [3629, 3629], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3624_C16\", \"vector\": [8, 5, 0.6487, 0.0002, 5, 0.49, 0.3333, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" new_tasks.extend(tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3631_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3631, 3635], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3624_C16\", \"vector\": [4, 5, 0.6494, 0.0009, 5, 0.49, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not tasks:\\n raise error_node_not_task(\\n \\\"task '%s' '%s::%s' is somehow absent in the cloned pipeline (%s)!%s\\\"\\n % (self.pipeline.original_name, arg._name, self.pipeline.name,\\n description_with_args_placeholder % (arg._name,)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3637_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [3637, 3637], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3624_C16\", \"vector\": [8, 5, 0.6502, 0.0002, 5, 0.49, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" new_tasks.append(arg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3642_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3642, 3706], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3615_C12\", \"vector\": [4, 4, 0.6568, 0.0116, 4, 0.78, 1.0, 0, 3, 0, 0, 0, 0, 0, 21], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(arg, Pipeline):\\n if arg == self.Pipeline:\\n raise error_decorator_args(\\\"Cannot have your own pipeline as a (circular) \\\"\\n \\\"dependency of a Task:\\\\n\\\" +\\n description_with_args_placeholder % (arg,))\\n\\n if not len(arg.get_tail_tasks()):\\n raise error_no_tail_tasks(\\\"Pipeline %s has no tail tasks defined. Which task \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3643_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3643, 3646], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3642_C12\", \"vector\": [4, 5, 0.6515, 0.0007, 5, 0.87, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if arg == self.Pipeline:\\n raise error_decorator_args(\\\"Cannot have your own pipeline as a (circular) \\\"\\n \\\"dependency of a Task:\\\\n\\\" +\\n description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3648_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3648, 3651], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3642_C12\", \"vector\": [4, 5, 0.6524, 0.0007, 5, 0.87, 0.3333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(arg.get_tail_tasks()):\\n raise error_no_tail_tasks(\\\"Pipeline %s has no tail tasks defined. Which task \\\"\\n \\\"do you mean when you specify the whole pipeline as \\\"\\n \\\"a dependency?\\\" % arg.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3652_C16\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [3652, 3652], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3642_C12\", \"vector\": [8, 5, 0.6528, 0.0002, 5, 0.87, 0.6667, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" new_tasks.extend(arg.get_tail_tasks())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3657, 3706], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3642_C12\", \"vector\": [4, 5, 0.6581, 0.0089, 5, 0.87, 1.0, 0, 3, 0, 0, 0, 0, 0, 14], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(arg, path_str_type):\\n # handle pipeline cloning\\n task_name = arg.replace(self.pipeline.original_name + \\\"::\\\",\\n self.pipeline.name + \\\"::\\\")\\n\\n tasks = lookup_tasks_from_name(arg,\\n default_pipeline_name=self.pipeline.name,\\n default_module_name=self.func_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3659_C16\", \"label\": \"task_name = replace()\", \"type\": \"assigned_variable\", \"loc\": [3659, 3660], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"vector\": [14, 6, 0.6542, 0.0004, 6, 0.51, 0.0, 10, 3, 2, 0, 0, 293, 10, 1], \"semantic\": {\"name\": \"task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"replace\", \"annotation\": \"\"}, \"snippet\": \" task_name = arg.replace(self.pipeline.original_name + \\\"::\\\",\\n self.pipeline.name + \\\"::\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3662_C16\", \"label\": \"tasks = lookup_tasks_from_name()\", \"type\": \"assigned_variable\", \"loc\": [3662, 3664], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"vector\": [14, 6, 0.6548, 0.0005, 6, 0.51, 0.25, 116, 3, 3, 0, 0, 32, 10, 1], \"semantic\": {\"name\": \"tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_name\", \"annotation\": \"\"}, \"snippet\": \" tasks = lookup_tasks_from_name(arg,\\n default_pipeline_name=self.pipeline.name,\\n default_module_name=self.func_module_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3665_C16\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [3665, 3665], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"vector\": [8, 6, 0.6552, 0.0002, 6, 0.51, 0.5, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" new_tasks.extend(tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3667_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3667, 3670], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"vector\": [4, 6, 0.6558, 0.0007, 6, 0.51, 0.75, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not tasks:\\n raise error_node_not_task(\\\"task '%s' is not a pipelined task in Ruffus. \\\"\\n \\\"Have you mis-spelt the function or task name?\\\\n%s\\\"\\n % (arg, description_with_args_placeholder % (arg,)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3675, 3706], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3657_C12\", \"vector\": [4, 6, 0.6597, 0.0057, 6, 0.51, 1.0, 0, 3, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(arg, mkdir):\\n if no_mkdir:\\n raise error_decorator_args(\\\"Unexpected mkdir() found.\\\\n\\\" +\\n description_with_args_placeholder % (arg,))\\n\\n # syntax for new task doing the mkdir\\n if self.created_via_decorator:\\n mkdir_task_syntax = \\\"@follows(mkdir())\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3676_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3676, 3678], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"vector\": [4, 7, 0.6573, 0.0005, 7, 0.82, 0.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if no_mkdir:\\n raise error_decorator_args(\\\"Unexpected mkdir() found.\\\\n\\\" +\\n description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3681_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3681, 3684], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"vector\": [4, 7, 0.6583, 0.0007, 7, 0.82, 0.25, 0, 7, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.created_via_decorator:\\n mkdir_task_syntax = \\\"@follows(mkdir())\\\"\\n else:\\n mkdir_task_syntax = \\\"Task(name=%r).follows(mkdir())\\\" % self._get_display_name()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3682_C20\", \"label\": \"mkdir_task_syntax =\", \"type\": \"assigned_variable\", \"loc\": [3682, 3682], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3681_C16\", \"vector\": [14, 8, 0.6582, 0.0002, 8, 0.42, 0.0, 613, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"mkdir_task_syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" mkdir_task_syntax = \\\"@follows(mkdir())\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3684_C20\", \"label\": \"mkdir_task_syntax =\", \"type\": \"assigned_variable\", \"loc\": [3684, 3684], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3681_C16\", \"vector\": [14, 8, 0.6586, 0.0002, 8, 0.42, 1.0, 613, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"mkdir_task_syntax\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" mkdir_task_syntax = \\\"Task(name=%r).follows(mkdir())\\\" % self._get_display_name()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3685_C16\", \"label\": \"mkdir_description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3685, 3686], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"vector\": [14, 7, 0.6588, 0.0004, 7, 0.82, 0.5, 234, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"mkdir_description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" mkdir_description_with_args_placeholder = \\\\\\n description_with_args_placeholder % \\\"mkdir(%s)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3687_C16\", \"label\": \"_prepare_preceding_mkdir()\", \"type\": \"expression\", \"loc\": [3687, 3688], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"vector\": [8, 7, 0.6592, 0.0004, 7, 0.82, 0.75, 673, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_prepare_preceding_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_prepare_preceding_mkdir\", \"annotation\": \"\"}, \"snippet\": \" self._prepare_preceding_mkdir(arg.args, {}, mkdir_task_syntax,\\n mkdir_description_with_args_placeholder)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3695_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3695, 3706], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3675_C12\", \"vector\": [4, 7, 0.6615, 0.0021, 7, 0.82, 1.0, 0, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(arg, collections.Callable):\\n task = lookup_unique_task_from_func(arg, default_pipeline_name=self.pipeline.name)\\n\\n # add new task to pipeline if necessary\\n if not task:\\n task = main_pipeline._create_task(task_func=arg)\\n new_tasks.append(task)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3696_C16\", \"label\": \"task = lookup_unique_task_from_func()\", \"type\": \"assigned_variable\", \"loc\": [3696, 3696], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3695_C12\", \"vector\": [14, 8, 0.6607, 0.0002, 8, 0.51, 0.0, 305, 3, 2, 0, 0, 398, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_unique_task_from_func\", \"annotation\": \"\"}, \"snippet\": \" task = lookup_unique_task_from_func(arg, default_pipeline_name=self.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3699_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3699, 3700], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3695_C12\", \"vector\": [4, 8, 0.6613, 0.0004, 8, 0.51, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not task:\\n task = main_pipeline._create_task(task_func=arg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3700_C20\", \"label\": \"task = _create_task()\", \"type\": \"assigned_variable\", \"loc\": [3700, 3700], \"level\": 9, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3699_C16\", \"vector\": [14, 9, 0.6614, 0.0002, 9, 0.19, 0.0, 305, 3, 1, 0, 0, 946, 10, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_create_task\", \"annotation\": \"\"}, \"snippet\": \" task = main_pipeline._create_task(task_func=arg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3701_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [3701, 3701], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3695_C12\", \"vector\": [8, 8, 0.6616, 0.0002, 8, 0.51, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" new_tasks.append(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3712_C8\", \"label\": \"for task\", \"type\": \"for\", \"loc\": [3712, 3713], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"vector\": [6, 2, 0.6637, 0.0004, 2, 0.39, 0.75, 305, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for task in new_tasks:\\n self._add_parent(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3713_C12\", \"label\": \"_add_parent()\", \"type\": \"expression\", \"loc\": [3713, 3713], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3712_C8\", \"vector\": [8, 3, 0.6637, 0.0002, 3, 0.85, 0.0, 176, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_add_parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_add_parent\", \"annotation\": \"\"}, \"snippet\": \" self._add_parent(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3715_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3715, 3715], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3594_C4\", \"vector\": [13, 2, 0.6641, 0.0002, 2, 0.39, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3722_C4\", \"label\": \"check_if_uptodate\", \"type\": \"function\", \"loc\": [3722, 3733], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6663, 0.0021, 1, 0.79, 0.8472, 740, 0, 2, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"check_if_uptodate\", \"arg_names\": [\"self\", \"func\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def check_if_uptodate(self, func):\\n \\\"\\\"\\\"\\n func returns true if input / output files are up to date\\n func takes as many arguments as the task function\\n \\\"\\\"\\\"\\n if not isinstance(func, collections.Callable):\\n description_with_args_placeholder = \\\\\\n (self.description_with_args_placeholder % \\\"...\\\") + \\\".check_if_uptodate(%r)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3723_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3723, 3726], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3722_C4\", \"vector\": [8, 2, 0.6658, 0.0007, 2, 0.62, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n func returns true if input / output files are up to date\\n func takes as many arguments as the task function\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3727_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3727, 3731], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3722_C4\", \"vector\": [4, 2, 0.6666, 0.0009, 2, 0.62, 0.3333, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(func, collections.Callable):\\n description_with_args_placeholder = \\\\\\n (self.description_with_args_placeholder % \\\"...\\\") + \\\".check_if_uptodate(%r)\\\"\\n raise error_decorator_args(\\\"Expected a single function or Callable object in \\\\n\\\" +\\n description_with_args_placeholder % (func,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3728_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3728, 3729], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3727_C8\", \"vector\": [14, 3, 0.6665, 0.0004, 3, 0.74, 0.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\\\\n (self.description_with_args_placeholder % \\\"...\\\") + \\\".check_if_uptodate(%r)\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3732_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3732, 3732], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3722_C4\", \"vector\": [14, 2, 0.6671, 0.0002, 2, 0.62, 0.6667, 669, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = func\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3733_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3733, 3733], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3722_C4\", \"vector\": [13, 2, 0.6673, 0.0002, 2, 0.62, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3740_C4\", \"label\": \"_decorator_check_if_uptodate\", \"type\": \"function\", \"loc\": [3740, 3749], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6694, 0.0018, 1, 0.79, 0.8611, 509, 0, 2, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_decorator_check_if_uptodate\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_check_if_uptodate(self, *args):\\n \\\"\\\"\\\"\\n @check_if_uptodate\\n \\\"\\\"\\\"\\n if len(args) != 1 or not isinstance(args[0], collections.Callable):\\n description_with_args_placeholder = \\\"@check_if_uptodate(%r)\\\\n\\\" + (\\n self.description_with_args_placeholder % \\\"...\\\")\\n raise error_decorator_args(\\\"Expected a single function or Callable object in \\\\n\\\" +\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3741_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3741, 3743], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3740_C4\", \"vector\": [8, 2, 0.6689, 0.0005, 2, 0.79, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @check_if_uptodate\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3744_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3744, 3748], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3740_C4\", \"vector\": [4, 2, 0.6696, 0.0009, 2, 0.79, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(args) != 1 or not isinstance(args[0], collections.Callable):\\n description_with_args_placeholder = \\\"@check_if_uptodate(%r)\\\\n\\\" + (\\n self.description_with_args_placeholder % \\\"...\\\")\\n raise error_decorator_args(\\\"Expected a single function or Callable object in \\\\n\\\" +\\n description_with_args_placeholder % (args,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3745_C12\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3745, 3746], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3744_C8\", \"vector\": [14, 3, 0.6696, 0.0004, 3, 0.84, 0.0, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = \\\"@check_if_uptodate(%r)\\\\n\\\" + (\\n self.description_with_args_placeholder % \\\"...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3749_C8\", \"label\": \"self.needs_update_func =\", \"type\": \"assigned_variable\", \"loc\": [3749, 3749], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3740_C4\", \"vector\": [14, 2, 0.6702, 0.0002, 2, 0.79, 1.0, 669, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.needs_update_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.needs_update_func = args[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3756_C4\", \"label\": \"posttask\", \"type\": \"function\", \"loc\": [3756, 3764], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6721, 0.0016, 1, 0.79, 0.875, 385, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"posttask\", \"arg_names\": [\"self\", \"funcs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def posttask(self, *funcs):\\n \\\"\\\"\\\"\\n Takes one or more functions which will be called if the task completes\\n \\\"\\\"\\\"\\n description_with_args_placeholder = (\\\"Expecting simple functions or touch_file() in \\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\") +\\n \\\".posttask(%r)\\\")\\n self._set_posttask(description_with_args_placeholder, *funcs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3757_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3757, 3759], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3756_C4\", \"vector\": [8, 2, 0.6718, 0.0005, 2, 0.17, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Takes one or more functions which will be called if the task completes\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3760_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3760, 3762], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3756_C4\", \"vector\": [14, 2, 0.6723, 0.0005, 2, 0.17, 0.3333, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = (\\\"Expecting simple functions or touch_file() in \\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\") +\\n \\\".posttask(%r)\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3763_C8\", \"label\": \"_set_posttask()\", \"type\": \"expression\", \"loc\": [3763, 3763], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3756_C4\", \"vector\": [8, 2, 0.6727, 0.0002, 2, 0.17, 0.6667, 75, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_posttask\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_posttask\", \"annotation\": \"\"}, \"snippet\": \" self._set_posttask(description_with_args_placeholder, *funcs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3764_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3764, 3764], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3756_C4\", \"vector\": [13, 2, 0.6729, 0.0002, 2, 0.17, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3771_C4\", \"label\": \"_decorator_posttask\", \"type\": \"function\", \"loc\": [3771, 3778], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6747, 0.0014, 1, 0.79, 0.8889, 521, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_posttask\", \"arg_names\": [\"self\", \"funcs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_posttask(self, *funcs):\\n \\\"\\\"\\\"\\n @posttask\\n \\\"\\\"\\\"\\n description_with_args_placeholder = (\\\"Expecting simple functions or touch_file() in \\\\n\\\" +\\n \\\"@posttask(%r)\\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\"))\\n self._set_posttask(description_with_args_placeholder, *funcs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3772_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3772, 3774], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3771_C4\", \"vector\": [8, 2, 0.6745, 0.0005, 2, 0.55, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @posttask\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3775_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3775, 3777], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3771_C4\", \"vector\": [14, 2, 0.675, 0.0005, 2, 0.55, 0.5, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = (\\\"Expecting simple functions or touch_file() in \\\\n\\\" +\\n \\\"@posttask(%r)\\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\"))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3778_C8\", \"label\": \"_set_posttask()\", \"type\": \"expression\", \"loc\": [3778, 3778], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3771_C4\", \"vector\": [8, 2, 0.6754, 0.0002, 2, 0.55, 1.0, 75, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_posttask\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_posttask\", \"annotation\": \"\"}, \"snippet\": \" self._set_posttask(description_with_args_placeholder, *funcs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3785_C4\", \"label\": \"_set_posttask\", \"type\": \"function\", \"loc\": [3785, 3795], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6775, 0.002, 1, 0.79, 0.9028, 75, 0, 3, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"_set_posttask\", \"arg_names\": [\"self\", \"description_with_args_placeholder\", \"funcs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _set_posttask(self, description_with_args_placeholder, *funcs):\\n \\\"\\\"\\\"\\n Takes one or more functions which will be called if the task completes\\n \\\"\\\"\\\"\\n for arg in funcs:\\n if isinstance(arg, touch_file):\\n self.posttask_functions.append(touch_file_factory(arg.args, register_cleanup))\\n elif isinstance(arg, collections.Callable):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3786_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3786, 3788], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3785_C4\", \"vector\": [8, 2, 0.677, 0.0005, 2, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Takes one or more functions which will be called if the task completes\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3789_C8\", \"label\": \"for arg\", \"type\": \"for\", \"loc\": [3789, 3795], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3785_C4\", \"vector\": [6, 2, 0.6779, 0.0013, 2, 0.66, 1.0, 447, 2, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for arg in funcs:\\n if isinstance(arg, touch_file):\\n self.posttask_functions.append(touch_file_factory(arg.args, register_cleanup))\\n elif isinstance(arg, collections.Callable):\\n self.posttask_functions.append(arg)\\n else:\\n raise PostTaskArgumentError(description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3790_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3790, 3795], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3789_C8\", \"vector\": [4, 3, 0.678, 0.0011, 3, 0.23, 0.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(arg, touch_file):\\n self.posttask_functions.append(touch_file_factory(arg.args, register_cleanup))\\n elif isinstance(arg, collections.Callable):\\n self.posttask_functions.append(arg)\\n else:\\n raise PostTaskArgumentError(description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3791_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [3791, 3791], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3790_C12\", \"vector\": [8, 4, 0.6777, 0.0002, 4, 0.28, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" self.posttask_functions.append(touch_file_factory(arg.args, register_cleanup))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3792_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3792, 3795], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3790_C12\", \"vector\": [4, 4, 0.6781, 0.0007, 4, 0.28, 1.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(arg, collections.Callable):\\n self.posttask_functions.append(arg)\\n else:\\n raise PostTaskArgumentError(description_with_args_placeholder % (arg,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3793_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [3793, 3793], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3792_C12\", \"vector\": [8, 5, 0.678, 0.0002, 5, 0.88, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" self.posttask_functions.append(arg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3802_C4\", \"label\": \"jobs_limit\", \"type\": \"function\", \"loc\": [3802, 3810], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6804, 0.0016, 1, 0.79, 0.9167, 769, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"jobs_limit\", \"arg_names\": [\"self\", \"maximum_jobs_in_parallel\", \"limit_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def jobs_limit(self, maximum_jobs_in_parallel, limit_name=None):\\n \\\"\\\"\\\"\\n Limit the number of concurrent jobs\\n \\\"\\\"\\\"\\n description_with_args_placeholder = ((self.description_with_args_placeholder % \\\"...\\\") +\\n \\\".jobs_limit(%r%s)\\\")\\n self._set_jobs_limit(description_with_args_placeholder,\\n maximum_jobs_in_parallel, limit_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3803_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3803, 3805], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3802_C4\", \"vector\": [8, 2, 0.68, 0.0005, 2, 0.56, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Limit the number of concurrent jobs\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3806_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3806, 3807], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3802_C4\", \"vector\": [14, 2, 0.6805, 0.0004, 2, 0.56, 0.3333, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = ((self.description_with_args_placeholder % \\\"...\\\") +\\n \\\".jobs_limit(%r%s)\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3808_C8\", \"label\": \"_set_jobs_limit()\", \"type\": \"expression\", \"loc\": [3808, 3809], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3802_C4\", \"vector\": [8, 2, 0.6808, 0.0004, 2, 0.56, 0.6667, 70, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_jobs_limit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_jobs_limit\", \"annotation\": \"\"}, \"snippet\": \" self._set_jobs_limit(description_with_args_placeholder,\\n maximum_jobs_in_parallel, limit_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3810_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3810, 3810], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3802_C4\", \"vector\": [13, 2, 0.6811, 0.0002, 2, 0.56, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3817_C4\", \"label\": \"_decorator_jobs_limit\", \"type\": \"function\", \"loc\": [3817, 3824], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.683, 0.0014, 1, 0.79, 0.9306, 212, 0, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_jobs_limit\", \"arg_names\": [\"self\", \"maximum_jobs_in_parallel\", \"limit_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_jobs_limit(self, maximum_jobs_in_parallel, limit_name=None):\\n \\\"\\\"\\\"\\n @jobs_limit\\n \\\"\\\"\\\"\\n description_with_args_placeholder = (\\\"@jobs_limit(%r%s)\\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\"))\\n self._set_jobs_limit(description_with_args_placeholder,\\n maximum_jobs_in_parallel, limit_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3818_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3818, 3820], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3817_C4\", \"vector\": [8, 2, 0.6827, 0.0005, 2, 0.79, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @jobs_limit\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3821_C8\", \"label\": \"description_with_args_placeholder =\", \"type\": \"assigned_variable\", \"loc\": [3821, 3822], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3817_C4\", \"vector\": [14, 2, 0.6831, 0.0004, 2, 0.79, 0.5, 77, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"description_with_args_placeholder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" description_with_args_placeholder = (\\\"@jobs_limit(%r%s)\\\\n\\\" +\\n (self.description_with_args_placeholder % \\\"...\\\"))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3823_C8\", \"label\": \"_set_jobs_limit()\", \"type\": \"expression\", \"loc\": [3823, 3824], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3817_C4\", \"vector\": [8, 2, 0.6835, 0.0004, 2, 0.79, 1.0, 70, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_set_jobs_limit\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_set_jobs_limit\", \"annotation\": \"\"}, \"snippet\": \" self._set_jobs_limit(description_with_args_placeholder,\\n maximum_jobs_in_parallel, limit_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3831_C4\", \"label\": \"_set_jobs_limit\", \"type\": \"function\", \"loc\": [3831, 3859], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6873, 0.0052, 1, 0.79, 0.9444, 70, 0, 4, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"_set_jobs_limit\", \"arg_names\": [\"self\", \"description_with_args_placeholder\", \"maximum_jobs_in_parallel\", \"limit_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _set_jobs_limit(self, description_with_args_placeholder,\\n maximum_jobs_in_parallel, limit_name=None):\\n try:\\n maximum_jobs_in_parallel = int(maximum_jobs_in_parallel)\\n assert(maximum_jobs_in_parallel >= 1)\\n except:\\n limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\\n raise JobsLimitArgumentError(\\\"Expecting a positive integer > 1 in \\\\n\\\" +\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L3833_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [3833, 3840], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3831_C4\", \"vector\": [7, 2, 0.6858, 0.0014, 2, 0.1, 0.0, 0, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n maximum_jobs_in_parallel = int(maximum_jobs_in_parallel)\\n assert(maximum_jobs_in_parallel >= 1)\\n except:\\n limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\\n raise JobsLimitArgumentError(\\\"Expecting a positive integer > 1 in \\\\n\\\" +\\n description_with_args_placeholder\\n % (maximum_jobs_in_parallel, limit_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3834_C12\", \"label\": \"maximum_jobs_in_parallel = int()\", \"type\": \"assigned_variable\", \"loc\": [3834, 3834], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L3833_C8\", \"vector\": [14, 3, 0.6854, 0.0002, 3, 0.35, 0.0, 760, 3, 1, 0, 0, 901, 10, 1], \"semantic\": {\"name\": \"maximum_jobs_in_parallel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"int\", \"annotation\": \"\"}, \"snippet\": \" maximum_jobs_in_parallel = int(maximum_jobs_in_parallel)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3837_C12\", \"label\": \"limit_name =\", \"type\": \"assigned_variable\", \"loc\": [3837, 3837], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L3833_C8\", \"vector\": [14, 3, 0.6859, 0.0002, 3, 0.35, 0.0, 139, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"limit_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3843_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3843, 3844], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3831_C4\", \"vector\": [4, 2, 0.6871, 0.0004, 2, 0.1, 0.5, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if limit_name is not None:\\n self.semaphore_name = limit_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3844_C12\", \"label\": \"self.semaphore_name =\", \"type\": \"assigned_variable\", \"loc\": [3844, 3844], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3843_C8\", \"vector\": [14, 3, 0.6872, 0.0002, 3, 0.48, 0.0, 195, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.semaphore_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.semaphore_name = limit_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3845_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3845, 3859], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3831_C4\", \"vector\": [4, 2, 0.6886, 0.0027, 2, 0.1, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.semaphore_name in self._job_limit_semaphores:\\n prev_maximum_jobs = self._job_limit_semaphores[self.semaphore_name]\\n if prev_maximum_jobs != maximum_jobs_in_parallel:\\n limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\\n raise JobsLimitArgumentError('The job limit %r cannot re-defined from the former '\\n 'limit of %d in \\\\n'\\n % (self.semaphore_name, prev_maximum_jobs) +\\n description_with_args_placeholder\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3846_C12\", \"label\": \"prev_maximum_jobs =\", \"type\": \"assigned_variable\", \"loc\": [3846, 3846], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3845_C8\", \"vector\": [14, 3, 0.6875, 0.0002, 3, 0.43, 0.0, 500, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"prev_maximum_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" prev_maximum_jobs = self._job_limit_semaphores[self.semaphore_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3847_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3847, 3853], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3845_C8\", \"vector\": [4, 3, 0.6882, 0.0013, 3, 0.43, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if prev_maximum_jobs != maximum_jobs_in_parallel:\\n limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\\n raise JobsLimitArgumentError('The job limit %r cannot re-defined from the former '\\n 'limit of %d in \\\\n'\\n % (self.semaphore_name, prev_maximum_jobs) +\\n description_with_args_placeholder\\n % (maximum_jobs_in_parallel, limit_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3848_C16\", \"label\": \"limit_name =\", \"type\": \"assigned_variable\", \"loc\": [3848, 3848], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3847_C12\", \"vector\": [14, 4, 0.6879, 0.0002, 4, 0.82, 0.0, 139, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"limit_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" limit_name = \\\", \\\" + limit_name if limit_name else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3858_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [3858, 3859], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3845_C8\", \"vector\": [14, 3, 0.6898, 0.0004, 3, 0.43, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._job_limit_semaphores[\\n self.semaphore_name] = maximum_jobs_in_parallel\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3866_C4\", \"label\": \"active_if\", \"type\": \"function\", \"loc\": [3866, 3878], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6922, 0.0023, 1, 0.79, 0.9583, 969, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"active_if\", \"arg_names\": [\"self\", \"active_if_checks\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def active_if(self, *active_if_checks):\\n \\\"\\\"\\\"\\n If any of active_checks is False or returns False, then the task is\\n marked as \\\"inactive\\\" and its outputs removed.\\n \\\"\\\"\\\"\\n # print 'job is active:', active_checks, [\\n # arg() if isinstance(arg, collections.Callable) else arg\\n # for arg in active_checks]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3867_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3867, 3870], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3866_C4\", \"vector\": [8, 2, 0.6915, 0.0007, 2, 0.58, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n If any of active_checks is False or returns False, then the task is\\n marked as \\\"inactive\\\" and its outputs removed.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3874_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3874, 3875], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3866_C4\", \"vector\": [4, 2, 0.6926, 0.0004, 2, 0.58, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.active_if_checks is None:\\n self.active_if_checks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3875_C12\", \"label\": \"self.active_if_checks =\", \"type\": \"assigned_variable\", \"loc\": [3875, 3875], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3874_C8\", \"vector\": [14, 3, 0.6927, 0.0002, 3, 0.1, 0.0, 971, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"self.active_if_checks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.active_if_checks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3876_C8\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [3876, 3876], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3866_C4\", \"vector\": [8, 2, 0.6929, 0.0002, 2, 0.58, 0.6667, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" self.active_if_checks.extend(active_if_checks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3878_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3878, 3878], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3866_C4\", \"vector\": [13, 2, 0.6932, 0.0002, 2, 0.58, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3885_C4\", \"label\": \"_decorator_active_if\", \"type\": \"function\", \"loc\": [3885, 3889], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6949, 0.0009, 1, 0.79, 0.9722, 746, 0, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_decorator_active_if\", \"arg_names\": [\"self\", \"active_if_checks\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_active_if(self, *active_if_checks):\\n \\\"\\\"\\\"\\n @active_if\\n \\\"\\\"\\\"\\n self.active_if(*active_if_checks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3886_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3886, 3888], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3885_C4\", \"vector\": [8, 2, 0.6949, 0.0005, 2, 0.04, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n @active_if\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3889_C8\", \"label\": \"active_if()\", \"type\": \"expression\", \"loc\": [3889, 3889], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3885_C4\", \"vector\": [8, 2, 0.6952, 0.0002, 2, 0.04, 1.0, 969, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"active_if\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"active_if\", \"annotation\": \"\"}, \"snippet\": \" self.active_if(*active_if_checks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3896_C4\", \"label\": \"graphviz\", \"type\": \"function\", \"loc\": [3896, 3902], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.697, 0.0013, 1, 0.79, 0.9861, 578, 0, 3, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"graphviz\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def graphviz(self, *unnamed_args, **named_args):\\n self.graphviz_attributes = named_args\\n if len(unnamed_args):\\n raise TypeError(\\\"Only named arguments expected in :\\\" +\\n self.description_with_args_placeholder % \\\"...\\\" +\\n \\\".graphviz(%r)\\\\n\\\" % unnamed_args)\\n return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3897_C8\", \"label\": \"self.graphviz_attributes =\", \"type\": \"assigned_variable\", \"loc\": [3897, 3897], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3896_C4\", \"vector\": [14, 2, 0.6966, 0.0002, 2, 0.04, 0.0, 862, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.graphviz_attributes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.graphviz_attributes = named_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3898_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3898, 3901], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3896_C4\", \"vector\": [4, 2, 0.6971, 0.0007, 2, 0.04, 0.5, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args):\\n raise TypeError(\\\"Only named arguments expected in :\\\" +\\n self.description_with_args_placeholder % \\\"...\\\" +\\n \\\".graphviz(%r)\\\\n\\\" % unnamed_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3902_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3902, 3902], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3896_C4\", \"vector\": [13, 2, 0.6975, 0.0002, 2, 0.04, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3909_C4\", \"label\": \"_decorator_graphviz\", \"type\": \"function\", \"loc\": [3909, 3914], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L1564_C0\", \"vector\": [2, 1, 0.6992, 0.0011, 1, 0.79, 1.0, 389, 0, 3, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"_decorator_graphviz\", \"arg_names\": [\"self\", \"unnamed_args\", \"named_args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def _decorator_graphviz(self, *unnamed_args, **named_args):\\n self.graphviz_attributes = named_args\\n if len(unnamed_args):\\n raise TypeError(\\\"Only named arguments expected in :\\\" +\\n \\\"@graphviz(%r)\\\\n\\\" % unnamed_args +\\n self.description_with_args_placeholder % \\\"...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3910_C8\", \"label\": \"self.graphviz_attributes =\", \"type\": \"assigned_variable\", \"loc\": [3910, 3910], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3909_C4\", \"vector\": [14, 2, 0.699, 0.0002, 2, 0.25, 0.0, 862, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.graphviz_attributes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.graphviz_attributes = named_args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3911_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3911, 3914], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3909_C4\", \"vector\": [4, 2, 0.6994, 0.0007, 2, 0.25, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_args):\\n raise TypeError(\\\"Only named arguments expected in :\\\" +\\n \\\"@graphviz(%r)\\\\n\\\" % unnamed_args +\\n self.description_with_args_placeholder % \\\"...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L3924_C0\", \"label\": \"task_encoder\", \"type\": \"class\", \"loc\": [3924, 3934], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.7024, 0.002, 0, 0.66, 0.835, 750, 0, 1, 0, 0, 413, 0, 6], \"semantic\": {\"name\": \"task_encoder\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class task_encoder(json.JSONEncoder):\\n\\n def default(self, obj):\\n if isinstance(obj, set):\\n return list(obj)\\n if isinstance(obj, defaultdict):\\n return dict(obj)\\n if isinstance(obj, Task):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3926_C4\", \"label\": \"default\", \"type\": \"function\", \"loc\": [3926, 3934], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ClassDef_L3924_C0\", \"vector\": [2, 1, 0.7025, 0.0016, 1, 0.1, 0.0, 977, 0, 2, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"default\", \"arg_names\": [\"self\", \"obj\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def default(self, obj):\\n if isinstance(obj, set):\\n return list(obj)\\n if isinstance(obj, defaultdict):\\n return dict(obj)\\n if isinstance(obj, Task):\\n # , Task._action_names[obj._action_task], obj.func_description]\\n return obj._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3927_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3927, 3928], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3926_C4\", \"vector\": [4, 2, 0.7021, 0.0004, 2, 0.99, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(obj, set):\\n return list(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3928_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3928, 3928], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3927_C8\", \"vector\": [13, 3, 0.7022, 0.0002, 3, 0.43, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return list(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3929_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3929, 3930], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3926_C4\", \"vector\": [4, 2, 0.7024, 0.0004, 2, 0.99, 0.3333, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(obj, defaultdict):\\n return dict(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3930_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3930, 3930], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3929_C8\", \"vector\": [13, 3, 0.7025, 0.0002, 3, 0.35, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return dict(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3931_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [3931, 3933], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3926_C4\", \"vector\": [4, 2, 0.7029, 0.0005, 2, 0.99, 0.6667, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(obj, Task):\\n # , Task._action_names[obj._action_task], obj.func_description]\\n return obj._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3933_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3933, 3933], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L3931_C8\", \"vector\": [13, 3, 0.7031, 0.0002, 3, 0.03, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return obj._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3934_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3934, 3934], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3926_C4\", \"vector\": [13, 2, 0.7033, 0.0002, 2, 0.99, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return json.JSONEncoder.default(self, obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3942_C0\", \"label\": \"is_node_up_to_date\", \"type\": \"function\", \"loc\": [3942, 3948], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7052, 0.0013, 0, 0.66, 0.8447, 45, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"is_node_up_to_date\", \"arg_names\": [\"node\", \"extra_data\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def is_node_up_to_date(node, extra_data):\\n \\\"\\\"\\\"\\n Forwards tree depth first search \\\"signalling\\\" mechanism to\\n node _is_up_to_date method\\n Depth first search stops when node._is_up_to_date return True\\n \\\"\\\"\\\"\\n return node._is_up_to_date(extra_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3943_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3943, 3947], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3942_C0\", \"vector\": [8, 1, 0.7052, 0.0009, 1, 0.99, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Forwards tree depth first search \\\"signalling\\\" mechanism to\\n node _is_up_to_date method\\n Depth first search stops when node._is_up_to_date return True\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L3948_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [3948, 3948], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3942_C0\", \"vector\": [13, 1, 0.7058, 0.0002, 1, 0.99, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return node._is_up_to_date(extra_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3964_C0\", \"label\": \"update_checksum_level_on_tasks\", \"type\": \"function\", \"loc\": [3964, 3967], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7089, 0.0007, 0, 0.66, 0.8544, 331, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"update_checksum_level_on_tasks\", \"arg_names\": [\"checksum_level\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def update_checksum_level_on_tasks(checksum_level):\\n \\\"\\\"\\\"Reset the checksum level for all tasks\\\"\\\"\\\"\\n for n in node._all_nodes:\\n n.checksum_level = checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3965_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3965, 3965], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3964_C0\", \"vector\": [8, 1, 0.7088, 0.0002, 1, 0.68, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"Reset the checksum level for all tasks\\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3966_C4\", \"label\": \"for n\", \"type\": \"for\", \"loc\": [3966, 3967], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3964_C0\", \"vector\": [6, 1, 0.7091, 0.0004, 1, 0.68, 1.0, 773, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for n in node._all_nodes:\\n n.checksum_level = checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L3967_C8\", \"label\": \"n.checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [3967, 3967], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3966_C4\", \"vector\": [14, 2, 0.7092, 0.0002, 2, 0.95, 0.0, 473, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"n.checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" n.checksum_level = checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3975_C0\", \"label\": \"update_active_states_for_all_tasks\", \"type\": \"function\", \"loc\": [3975, 3985], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7115, 0.002, 0, 0.66, 0.8641, 608, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_active_states_for_all_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def update_active_states_for_all_tasks():\\n \\\"\\\"\\\"\\n\\n @active_if decorated tasks can change their active state every time\\n pipeline_run / pipeline_printout / pipeline_printout_graph is called\\n\\n update_active_states_for_all_tasks ()\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3976_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3976, 3983], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3975_C0\", \"vector\": [8, 1, 0.7114, 0.0014, 1, 0.92, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n\\n @active_if decorated tasks can change their active state every time\\n pipeline_run / pipeline_printout / pipeline_printout_graph is called\\n\\n update_active_states_for_all_tasks ()\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3984_C4\", \"label\": \"for n\", \"type\": \"for\", \"loc\": [3984, 3985], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3975_C0\", \"vector\": [6, 1, 0.7123, 0.0004, 1, 0.92, 1.0, 773, 7, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for n in node._all_nodes:\\n n._update_active_state()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3985_C8\", \"label\": \"_update_active_state()\", \"type\": \"expression\", \"loc\": [3985, 3985], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L3984_C4\", \"vector\": [8, 2, 0.7124, 0.0002, 2, 0.44, 0.0, 335, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_update_active_state\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_update_active_state\", \"annotation\": \"\"}, \"snippet\": \" n._update_active_state()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3993_C0\", \"label\": \"lookup_pipeline\", \"type\": \"function\", \"loc\": [3993, 4012], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7155, 0.0036, 0, 0.66, 0.8738, 237, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"lookup_pipeline\", \"arg_names\": [\"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def lookup_pipeline(pipeline):\\n \\\"\\\"\\\"\\n If pipeline is\\n None : main_pipeline\\n string : lookup name in pipelines\\n \\\"\\\"\\\"\\n\\n # Pipeline object pass through unchanged\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L3994_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [3994, 3998], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3993_C0\", \"vector\": [8, 1, 0.7143, 0.0009, 1, 0.51, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n If pipeline is\\n None : main_pipeline\\n string : lookup name in pipelines\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4001_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4001, 4002], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3993_C0\", \"vector\": [4, 1, 0.7153, 0.0004, 1, 0.51, 0.3333, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(pipeline, Pipeline):\\n return pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4002_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4002, 4002], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4001_C4\", \"vector\": [13, 2, 0.7154, 0.0002, 2, 0.21, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4005_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4005, 4006], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3993_C0\", \"vector\": [4, 1, 0.716, 0.0004, 1, 0.51, 0.6667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not pipeline:\\n return main_pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4006_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4006, 4006], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4005_C4\", \"vector\": [13, 2, 0.7161, 0.0002, 2, 0.99, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return main_pipeline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4009_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4009, 4010], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L3993_C0\", \"vector\": [4, 1, 0.7168, 0.0004, 1, 0.51, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(pipeline, str) and pipeline in Pipeline.pipelines:\\n return Pipeline.pipelines[pipeline]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4010_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4010, 4010], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4009_C4\", \"vector\": [13, 2, 0.7168, 0.0002, 2, 0.16, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return Pipeline.pipelines[pipeline]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"label\": \"pipeline_printout_graph\", \"type\": \"function\", \"loc\": [4020, 4196], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7344, 0.0316, 0, 0.66, 0.8835, 886, 0, 19, 0, 0, 0, 0, 24], \"semantic\": {\"name\": \"pipeline_printout_graph\", \"arg_names\": [\"stream\", \"output_format\", \"target_tasks\", \"forcedtorun_tasks\", \"draw_vertically\", \"ignore_upstream_of_target\", \"skip_uptodate_tasks\", \"gnu_make_maximal_rebuild_mode\", \"test_all_task_for_update\", \"no_key_legend\", \"minimal_key_legend\", \"user_colour_scheme\", \"pipeline_name\", \"size\", \"dpi\", \"runtime_data\", \"checksum_level\", \"history_file\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def pipeline_printout_graph(stream,\\n output_format=None,\\n target_tasks=[],\\n forcedtorun_tasks=[],\\n draw_vertically=True,\\n ignore_upstream_of_target=False,\\n skip_uptodate_tasks=False,\\n gnu_make_maximal_rebuild_mode=True,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4043_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4043, 4084], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [8, 1, 0.7264, 0.0075, 1, 0.33, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n print out pipeline dependencies in various formats\\n\\n :param stream: where to print to\\n :type stream: file-like object with ``write()`` function\\n :param output_format: [\\\"dot\\\", \\\"jpg\\\", \\\"svg\\\", \\\"ps\\\", \\\"png\\\"]. All but the\\n first depends on the\\n `dot <http://www.graphviz.org>`_ program.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4088_C4\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [4088, 4088], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7308, 0.0002, 1, 0.33, 0.0435, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4090_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4090, 4091], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7312, 0.0004, 1, 0.33, 0.087, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level is None:\\n checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4091_C8\", \"label\": \"checksum_level = get_default_checksum_level()\", \"type\": \"assigned_variable\", \"loc\": [4091, 4091], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4090_C4\", \"vector\": [14, 2, 0.7313, 0.0002, 2, 0.55, 0.0, 201, 3, 0, 0, 0, 41, 10, 1], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_checksum_level\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4096_C4\", \"label\": \"pipeline = lookup_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [4096, 4096], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7322, 0.0002, 1, 0.33, 0.1304, 515, 3, 1, 0, 0, 237, 10, 1], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_pipeline\", \"annotation\": \"\"}, \"snippet\": \" pipeline = lookup_pipeline(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4100_C4\", \"label\": \"completed_pipeline_names = _complete_task_setup()\", \"type\": \"assigned_variable\", \"loc\": [4100, 4100], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7329, 0.0002, 1, 0.33, 0.1739, 923, 3, 0, 0, 0, 248, 10, 1], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_complete_task_setup\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = pipeline._complete_task_setup()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4102_C4\", \"label\": \"update_checksum_level_on_tasks()\", \"type\": \"expression\", \"loc\": [4102, 4102], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [8, 1, 0.7333, 0.0002, 1, 0.33, 0.2174, 331, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_checksum_level_on_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_checksum_level_on_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_checksum_level_on_tasks(checksum_level)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4108_C4\", \"label\": \"update_active_states_for_all_tasks()\", \"type\": \"expression\", \"loc\": [4108, 4108], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [8, 1, 0.7344, 0.0002, 1, 0.33, 0.2609, 608, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_active_states_for_all_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_active_states_for_all_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_active_states_for_all_tasks()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4113_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4113, 4114], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7353, 0.0004, 1, 0.33, 0.3043, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if runtime_data is None:\\n runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4114_C8\", \"label\": \"runtime_data =\", \"type\": \"assigned_variable\", \"loc\": [4114, 4114], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4113_C4\", \"vector\": [14, 2, 0.7354, 0.0002, 2, 0.48, 0.0, 362, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"runtime_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4115_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4115, 4117], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7358, 0.0005, 1, 0.33, 0.3478, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(runtime_data, dict):\\n raise Exception(\\\"pipeline_run parameter runtime_data should be a \\\"\\n \\\"dictionary of values passes to jobs at run time.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4127_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4127, 4128], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7378, 0.0004, 1, 0.33, 0.3913, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\\n history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4128_C8\", \"label\": \"history_file =\", \"type\": \"assigned_variable\", \"loc\": [4128, 4128], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4127_C4\", \"vector\": [14, 2, 0.7379, 0.0002, 2, 0.98, 0.0, 984, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4133_C4\", \"label\": \"job_history = open_job_history()\", \"type\": \"assigned_variable\", \"loc\": [4133, 4133], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7388, 0.0002, 1, 0.33, 0.4348, 945, 3, 1, 0, 0, 133, 10, 1], \"semantic\": {\"name\": \"job_history\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"open_job_history\", \"annotation\": \"\"}, \"snippet\": \" job_history = open_job_history(history_file)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4138_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4138, 4139], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7398, 0.0004, 1, 0.33, 0.4783, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if target_tasks is None:\\n target_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4139_C8\", \"label\": \"target_tasks =\", \"type\": \"assigned_variable\", \"loc\": [4139, 4139], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4138_C4\", \"vector\": [14, 2, 0.7399, 0.0002, 2, 0.1, 0.0, 408, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4140_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4140, 4141], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7402, 0.0004, 1, 0.33, 0.5217, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if forcedtorun_tasks is None:\\n forcedtorun_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4141_C8\", \"label\": \"forcedtorun_tasks =\", \"type\": \"assigned_variable\", \"loc\": [4141, 4141], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4140_C4\", \"vector\": [14, 2, 0.7403, 0.0002, 2, 0.34, 0.0, 129, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"forcedtorun_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" forcedtorun_tasks = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4142_C4\", \"label\": \"target_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [4142, 4142], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7404, 0.0002, 1, 0.33, 0.5652, 408, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = lookup_tasks_from_user_specified_names(\\\"Target\\\", target_tasks, pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4143_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4143, 4144], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7407, 0.0004, 1, 0.33, 0.6087, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not target_tasks:\\n target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4144_C8\", \"label\": \"target_tasks = list()\", \"type\": \"assigned_variable\", \"loc\": [4144, 4144], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4143_C4\", \"vector\": [14, 2, 0.7408, 0.0002, 2, 0.89, 0.0, 408, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4145_C4\", \"label\": \"forcedtorun_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [4145, 4146], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7411, 0.0004, 1, 0.33, 0.6522, 129, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"forcedtorun_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" forcedtorun_tasks = lookup_tasks_from_user_specified_names(\\\"Forced to run\\\", forcedtorun_tasks,\\n pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4152_C4\", \"label\": \"incomplete_pipeline_names = set()\", \"type\": \"assigned_variable\", \"loc\": [4152, 4152], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7422, 0.0002, 1, 0.33, 0.6957, 808, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"incomplete_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4153_C4\", \"label\": \"for task\", \"type\": \"for\", \"loc\": [4153, 4155], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [6, 1, 0.7426, 0.0005, 1, 0.33, 0.7391, 305, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for task in forcedtorun_tasks + target_tasks:\\n if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4154_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4154, 4155], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4153_C4\", \"vector\": [4, 2, 0.7427, 0.0004, 2, 0.92, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4155_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [4155, 4155], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4154_C8\", \"vector\": [8, 3, 0.7428, 0.0002, 3, 0.54, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4157_C4\", \"label\": \"for pipeline_name\", \"type\": \"for\", \"loc\": [4157, 4161], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [6, 1, 0.7435, 0.0009, 1, 0.33, 0.7826, 189, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"pipeline_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pipeline_name in incomplete_pipeline_names:\\n if pipeline_name in completed_pipeline_names:\\n continue\\n completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4158_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4158, 4159], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4157_C4\", \"vector\": [4, 2, 0.7434, 0.0004, 2, 0.15, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pipeline_name in completed_pipeline_names:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4160_C8\", \"label\": \"completed_pipeline_names = union()\", \"type\": \"assigned_variable\", \"loc\": [4160, 4161], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4157_C4\", \"vector\": [14, 2, 0.7437, 0.0004, 2, 0.15, 1.0, 923, 3, 1, 0, 0, 140, 10, 2], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4163_C4\", \"label\": \"topological_sorted, ignore_param1, ignore_param2, ignore_param3 = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [4163, 4168], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [14, 1, 0.7446, 0.0011, 1, 0.33, 0.8261, 351, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"topological_sorted, ignore_param1, ignore_param2, ignore_param3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (topological_sorted, ignore_param1, ignore_param2, ignore_param3) = \\\\\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[\\n t_verbose_logger(0, 0, None, runtime_data), job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4169_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4169, 4170], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7454, 0.0004, 1, 0.33, 0.8696, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(target_tasks):\\n target_tasks = topological_sorted[-1:]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4170_C8\", \"label\": \"target_tasks =\", \"type\": \"assigned_variable\", \"loc\": [4170, 4170], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4169_C4\", \"vector\": [14, 2, 0.7454, 0.0002, 2, 0.0, 0.0, 408, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = topological_sorted[-1:]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4173_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4173, 4174], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7461, 0.0004, 1, 0.33, 0.913, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(stream, path_str_type):\\n stream = open(stream, \\\"wb\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4174_C8\", \"label\": \"stream = open()\", \"type\": \"assigned_variable\", \"loc\": [4174, 4174], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4173_C4\", \"vector\": [14, 2, 0.7462, 0.0002, 2, 0.81, 0.0, 517, 3, 2, 0, 0, 693, 10, 1], \"semantic\": {\"name\": \"stream\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"open\", \"annotation\": \"\"}, \"snippet\": \" stream = open(stream, \\\"wb\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4177_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4177, 4178], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [4, 1, 0.7468, 0.0004, 1, 0.33, 0.9565, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if output_format is None:\\n output_format = os.path.splitext(stream.name)[1].lstrip(\\\".\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4178_C8\", \"label\": \"output_format = lstrip()\", \"type\": \"assigned_variable\", \"loc\": [4178, 4178], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4177_C4\", \"vector\": [14, 2, 0.7469, 0.0002, 2, 0.63, 0.0, 104, 3, 1, 0, 0, 313, 10, 2], \"semantic\": {\"name\": \"output_format\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lstrip\", \"annotation\": \"\"}, \"snippet\": \" output_format = os.path.splitext(stream.name)[1].lstrip(\\\".\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4180_C4\", \"label\": \"graph_printout()\", \"type\": \"expression\", \"loc\": [4180, 4196], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4020_C0\", \"vector\": [8, 1, 0.7487, 0.003, 1, 0.33, 1.0, 256, 3, 17, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"graph_printout\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"graph_printout\", \"annotation\": \"\"}, \"snippet\": \" graph_printout(stream,\\n output_format,\\n target_tasks,\\n forcedtorun_tasks,\\n draw_vertically,\\n ignore_upstream_of_target,\\n skip_uptodate_tasks,\\n gnu_make_maximal_rebuild_mode,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4204_C0\", \"label\": \"get_completed_task_strings\", \"type\": \"function\", \"loc\": [4204, 4231], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7539, 0.005, 0, 0.66, 0.8932, 890, 0, 8, 1, 0, 0, 0, 13], \"semantic\": {\"name\": \"get_completed_task_strings\", \"arg_names\": [\"incomplete_tasks\", \"all_tasks\", \"forcedtorun_tasks\", \"verbose\", \"verbose_abbreviated_path\", \"indent\", \"runtime_data\", \"job_history\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_completed_task_strings(incomplete_tasks, all_tasks, forcedtorun_tasks, verbose,\\n verbose_abbreviated_path, indent, runtime_data, job_history):\\n \\\"\\\"\\\"\\n Printout list of completed tasks\\n \\\"\\\"\\\"\\n completed_task_strings = []\\n if len(all_tasks) > len(incomplete_tasks):\\n completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4206_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4206, 4208], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4204_C0\", \"vector\": [8, 1, 0.7521, 0.0005, 1, 0.63, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Printout list of completed tasks\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4209_C4\", \"label\": \"completed_task_strings =\", \"type\": \"assigned_variable\", \"loc\": [4209, 4209], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4204_C0\", \"vector\": [14, 1, 0.7524, 0.0002, 1, 0.63, 0.3333, 617, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"completed_task_strings\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4210, 4229], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4204_C0\", \"vector\": [4, 1, 0.7543, 0.0036, 1, 0.63, 0.6667, 0, 0, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(all_tasks) > len(incomplete_tasks):\\n completed_task_strings.append(\\\"\\\")\\n completed_task_strings.append(\\\"_\\\" * 40)\\n completed_task_strings.append(\\\"Tasks which are up-to-date:\\\")\\n completed_task_strings.append(\\\"\\\")\\n completed_task_strings.append(\\\"\\\")\\n set_of_incomplete_tasks = set(incomplete_tasks)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4211_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4211, 4211], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7528, 0.0002, 2, 0.81, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4212_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4212, 4212], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7529, 0.0002, 2, 0.81, 0.1111, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"_\\\" * 40)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4213_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4213, 4213], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7531, 0.0002, 2, 0.81, 0.2222, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"Tasks which are up-to-date:\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4214_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4214, 4214], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7533, 0.0002, 2, 0.81, 0.3333, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4215_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4215, 4215], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7535, 0.0002, 2, 0.81, 0.4444, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4216_C8\", \"label\": \"set_of_incomplete_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [4216, 4216], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [14, 2, 0.7537, 0.0002, 2, 0.81, 0.5556, 899, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"set_of_incomplete_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" set_of_incomplete_tasks = set(incomplete_tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4218_C8\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [4218, 4225], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [6, 2, 0.7546, 0.0014, 2, 0.81, 0.6667, 15, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in all_tasks:\\n # Only print Up to date tasks\\n if t in set_of_incomplete_tasks:\\n continue\\n # LOGGER\\n completed_task_strings.extend(t._printout(runtime_data,\\n t in forcedtorun_tasks, job_history, False,\\n verbose, verbose_abbreviated_path, indent))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4220_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4220, 4221], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4218_C8\", \"vector\": [4, 3, 0.7545, 0.0004, 3, 0.34, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t in set_of_incomplete_tasks:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4223_C12\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [4223, 4225], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4218_C8\", \"vector\": [8, 3, 0.7551, 0.0005, 3, 0.34, 1.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.extend(t._printout(runtime_data,\\n t in forcedtorun_tasks, job_history, False,\\n verbose, verbose_abbreviated_path, indent))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4227_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4227, 4227], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7556, 0.0002, 2, 0.81, 0.7778, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"_\\\" * 40)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4228_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4228, 4228], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.7558, 0.0002, 2, 0.81, 0.8889, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4229_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4229, 4229], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4210_C4\", \"vector\": [8, 2, 0.756, 0.0002, 2, 0.81, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" completed_task_strings.append(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4231_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4231, 4231], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4204_C0\", \"vector\": [13, 1, 0.7563, 0.0002, 1, 0.63, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return completed_task_strings\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"label\": \"pipeline_printout\", \"type\": \"function\", \"loc\": [4240, 4469], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7784, 0.0411, 0, 0.66, 0.9029, 438, 0, 12, 0, 0, 0, 0, 35], \"semantic\": {\"name\": \"pipeline_printout\", \"arg_names\": [\"output_stream\", \"target_tasks\", \"forcedtorun_tasks\", \"verbose\", \"indent\", \"gnu_make_maximal_rebuild_mode\", \"wrap_width\", \"runtime_data\", \"checksum_level\", \"history_file\", \"verbose_abbreviated_path\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def pipeline_printout(output_stream=None,\\n target_tasks=[],\\n forcedtorun_tasks=[],\\n # verbose defaults to 4 if None\\n verbose=None,\\n indent=4,\\n gnu_make_maximal_rebuild_mode=True,\\n wrap_width=100,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4257_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4257, 4325], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [8, 1, 0.7671, 0.0123, 1, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Printouts the parts of the pipeline which will be run\\n\\n Because the parameters of some jobs depend on the results of previous\\n tasks, this function produces only the current snap-shot of task jobs.\\n In particular, tasks which generate variable number of inputs into\\n following tasks will not produce the full range of jobs.\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4327_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4327, 4328], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7736, 0.0004, 1, 0.0, 0.0345, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose == 0:\\n return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4328_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4328, 4328], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4327_C4\", \"vector\": [13, 2, 0.7737, 0.0002, 2, 0.14, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4333_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4333, 4334], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7747, 0.0004, 1, 0.0, 0.069, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose_abbreviated_path is None:\\n verbose_abbreviated_path = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4334_C8\", \"label\": \"verbose_abbreviated_path =\", \"type\": \"assigned_variable\", \"loc\": [4334, 4334], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4333_C4\", \"vector\": [14, 2, 0.7748, 0.0002, 2, 0.57, 0.0, 825, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose_abbreviated_path = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4335_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4335, 4336], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.775, 0.0004, 1, 0.0, 0.1034, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose is None:\\n verbose = 4\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4336_C8\", \"label\": \"verbose =\", \"type\": \"assigned_variable\", \"loc\": [4336, 4336], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4335_C4\", \"vector\": [14, 2, 0.7751, 0.0002, 2, 0.47, 0.0, 108, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose = 4\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4340_C4\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [4340, 4340], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7758, 0.0002, 1, 0.0, 0.1379, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4342_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4342, 4343], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7763, 0.0004, 1, 0.0, 0.1724, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if output_stream is None:\\n output_stream = sys.stdout\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4343_C8\", \"label\": \"output_stream =\", \"type\": \"assigned_variable\", \"loc\": [4343, 4343], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4342_C4\", \"vector\": [14, 2, 0.7764, 0.0002, 2, 0.64, 0.0, 354, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"output_stream\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_stream = sys.stdout\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4345_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4345, 4348], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.777, 0.0007, 1, 0.0, 0.2069, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not hasattr(output_stream, \\\"write\\\"):\\n raise Exception(\\\"The first parameter to pipeline_printout needs to be \\\"\\n \\\"an output file, e.g. sys.stdout and not %s\\\"\\n % str(output_stream))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4350_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4350, 4351], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7777, 0.0004, 1, 0.0, 0.2414, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if runtime_data is None:\\n runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4351_C8\", \"label\": \"runtime_data =\", \"type\": \"assigned_variable\", \"loc\": [4351, 4351], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4350_C4\", \"vector\": [14, 2, 0.7778, 0.0002, 2, 0.06, 0.0, 362, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"runtime_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4352_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4352, 4354], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7782, 0.0005, 1, 0.0, 0.2759, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(runtime_data, dict):\\n raise Exception(\\\"pipeline_run parameter runtime_data should be a \\\"\\n \\\"dictionary of values passes to jobs at run time.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4356_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4356, 4357], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7788, 0.0004, 1, 0.0, 0.3103, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level is None:\\n checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4357_C8\", \"label\": \"checksum_level = get_default_checksum_level()\", \"type\": \"assigned_variable\", \"loc\": [4357, 4357], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4356_C4\", \"vector\": [14, 2, 0.7789, 0.0002, 2, 0.55, 0.0, 201, 3, 0, 0, 0, 41, 10, 1], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_checksum_level\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4362_C4\", \"label\": \"pipeline = lookup_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [4362, 4362], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7798, 0.0002, 1, 0.0, 0.3448, 515, 3, 1, 0, 0, 237, 10, 1], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_pipeline\", \"annotation\": \"\"}, \"snippet\": \" pipeline = lookup_pipeline(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4366_C4\", \"label\": \"completed_pipeline_names = _complete_task_setup()\", \"type\": \"assigned_variable\", \"loc\": [4366, 4366], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7805, 0.0002, 1, 0.0, 0.3793, 923, 3, 0, 0, 0, 248, 10, 1], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_complete_task_setup\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = pipeline._complete_task_setup()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4368_C4\", \"label\": \"update_checksum_level_on_tasks()\", \"type\": \"expression\", \"loc\": [4368, 4368], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [8, 1, 0.7808, 0.0002, 1, 0.0, 0.4138, 331, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_checksum_level_on_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_checksum_level_on_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_checksum_level_on_tasks(checksum_level)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4374_C4\", \"label\": \"update_active_states_for_all_tasks()\", \"type\": \"expression\", \"loc\": [4374, 4374], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [8, 1, 0.7819, 0.0002, 1, 0.0, 0.4483, 608, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_active_states_for_all_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_active_states_for_all_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_active_states_for_all_tasks()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4379_C4\", \"label\": \"target_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [4379, 4379], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7828, 0.0002, 1, 0.0, 0.4828, 408, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = lookup_tasks_from_user_specified_names(\\\"Target\\\", target_tasks, pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4380_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4380, 4381], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7831, 0.0004, 1, 0.0, 0.5172, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not target_tasks:\\n target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4381_C8\", \"label\": \"target_tasks = list()\", \"type\": \"assigned_variable\", \"loc\": [4381, 4381], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4380_C4\", \"vector\": [14, 2, 0.7832, 0.0002, 2, 0.02, 0.0, 408, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4382_C4\", \"label\": \"forcedtorun_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [4382, 4383], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7834, 0.0004, 1, 0.0, 0.5517, 129, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"forcedtorun_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" forcedtorun_tasks = lookup_tasks_from_user_specified_names(\\\"Forced to run\\\", forcedtorun_tasks,\\n pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4389_C4\", \"label\": \"incomplete_pipeline_names = set()\", \"type\": \"assigned_variable\", \"loc\": [4389, 4389], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7846, 0.0002, 1, 0.0, 0.5862, 808, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"incomplete_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4390_C4\", \"label\": \"for task\", \"type\": \"for\", \"loc\": [4390, 4392], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [6, 1, 0.7849, 0.0005, 1, 0.0, 0.6207, 305, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for task in forcedtorun_tasks + target_tasks:\\n if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4391_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4391, 4392], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4390_C4\", \"vector\": [4, 2, 0.785, 0.0004, 2, 0.28, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4392_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [4392, 4392], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4391_C8\", \"vector\": [8, 3, 0.7851, 0.0002, 3, 0.46, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4394_C4\", \"label\": \"for pipeline_name\", \"type\": \"for\", \"loc\": [4394, 4398], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [6, 1, 0.7858, 0.0009, 1, 0.0, 0.6552, 189, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"pipeline_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pipeline_name in incomplete_pipeline_names:\\n if pipeline_name in completed_pipeline_names:\\n continue\\n completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4395_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4395, 4396], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4394_C4\", \"vector\": [4, 2, 0.7858, 0.0004, 2, 0.21, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pipeline_name in completed_pipeline_names:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4397_C8\", \"label\": \"completed_pipeline_names = union()\", \"type\": \"assigned_variable\", \"loc\": [4397, 4398], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4394_C4\", \"vector\": [14, 2, 0.7861, 0.0004, 2, 0.21, 1.0, 923, 3, 1, 0, 0, 140, 10, 2], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4400_C4\", \"label\": \"logging_strm = t_verbose_logger()\", \"type\": \"assigned_variable\", \"loc\": [4400, 4401], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7866, 0.0004, 1, 0.0, 0.6897, 316, 3, 4, 0, 0, 516, 10, 2], \"semantic\": {\"name\": \"logging_strm\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"t_verbose_logger\", \"annotation\": \"\"}, \"snippet\": \" logging_strm = t_verbose_logger(verbose, verbose_abbreviated_path,\\n t_stream_logger(output_stream), runtime_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4410_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4410, 4411], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7884, 0.0004, 1, 0.0, 0.7241, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\\n history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4411_C8\", \"label\": \"history_file =\", \"type\": \"assigned_variable\", \"loc\": [4411, 4411], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4410_C4\", \"vector\": [14, 2, 0.7885, 0.0002, 2, 0.31, 0.0, 984, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4416_C4\", \"label\": \"job_history = open_job_history()\", \"type\": \"assigned_variable\", \"loc\": [4416, 4416], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7894, 0.0002, 1, 0.0, 0.7586, 945, 3, 1, 0, 0, 133, 10, 1], \"semantic\": {\"name\": \"job_history\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"open_job_history\", \"annotation\": \"\"}, \"snippet\": \" job_history = open_job_history(history_file)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4418_C4\", \"label\": \"incomplete_tasks, self_terminated_nodes, dag_violating_edges, dag_violating_nodes = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [4418, 4426], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7905, 0.0016, 1, 0.0, 0.7931, 520, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"incomplete_tasks, self_terminated_nodes, dag_violating_edges, dag_violating_nodes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (incomplete_tasks,\\n self_terminated_nodes,\\n dag_violating_edges,\\n dag_violating_nodes) = \\\\\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[\\n t_verbose_logger(0, 0, None, runtime_data), job_history],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4431_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4431, 4436], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7925, 0.0011, 1, 0.0, 0.8276, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(dag_violating_nodes):\\n dag_violating_tasks = \\\", \\\".join(t._name for t in dag_violating_nodes)\\n\\n e = error_circular_dependencies(\\\"Circular dependencies found in the pipeline involving \\\"\\n \\\"one or more of (%s)\\\" % (dag_violating_tasks,))\\n raise e\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4432_C8\", \"label\": \"dag_violating_tasks = join()\", \"type\": \"assigned_variable\", \"loc\": [4432, 4432], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4431_C4\", \"vector\": [14, 2, 0.7923, 0.0002, 2, 0.18, 0.0, 427, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"dag_violating_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" dag_violating_tasks = \\\", \\\".join(t._name for t in dag_violating_nodes)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4434_C8\", \"label\": \"e = error_circular_dependencies()\", \"type\": \"assigned_variable\", \"loc\": [4434, 4435], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4431_C4\", \"vector\": [14, 2, 0.7927, 0.0004, 2, 0.18, 1.0, 175, 3, 1, 0, 0, 116, 10, 1], \"semantic\": {\"name\": \"e\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"error_circular_dependencies\", \"annotation\": \"\"}, \"snippet\": \" e = error_circular_dependencies(\\\"Circular dependencies found in the pipeline involving \\\"\\n \\\"one or more of (%s)\\\" % (dag_violating_tasks,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4438_C4\", \"label\": \"wrap_indent =\", \"type\": \"assigned_variable\", \"loc\": [4438, 4438], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [14, 1, 0.7934, 0.0002, 1, 0.0, 0.8621, 505, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"wrap_indent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" wrap_indent = \\\" \\\" * (indent + 11)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4444_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4444, 4455], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7954, 0.0021, 1, 0.0, 0.8966, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose == 2 or verbose >= 5:\\n (all_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\\\\n topologically_sorted_nodes(target_tasks, True, gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[\\n t_verbose_logger(0, 0, None, runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\\n for m in get_completed_task_strings(incomplete_tasks, all_tasks, forcedtorun_tasks,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4445_C8\", \"label\": \"all_tasks, ignore_param1, ignore_param2, ignore_param3 = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [4445, 4450], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4444_C4\", \"vector\": [14, 2, 0.795, 0.0011, 2, 0.42, 0.0, 491, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"all_tasks, ignore_param1, ignore_param2, ignore_param3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (all_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\\\\n topologically_sorted_nodes(target_tasks, True, gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[\\n t_verbose_logger(0, 0, None, runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4451_C8\", \"label\": \"for m\", \"type\": \"for\", \"loc\": [4451, 4455], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4444_C4\", \"vector\": [6, 2, 0.796, 0.0009, 2, 0.42, 1.0, 711, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for m in get_completed_task_strings(incomplete_tasks, all_tasks, forcedtorun_tasks,\\n verbose, verbose_abbreviated_path, indent,\\n runtime_data, job_history):\\n output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\\n width=wrap_width) + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4454_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [4454, 4455], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4451_C8\", \"vector\": [8, 3, 0.7963, 0.0004, 3, 0.02, 0.0, 837, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\\n width=wrap_width) + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4457_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [4457, 4457], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [8, 1, 0.7967, 0.0002, 1, 0.0, 0.931, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" output_stream.write(\\\"\\\\n\\\" + \\\"_\\\" * 40 + \\\"\\\\nTasks which will be run:\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4458_C4\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [4458, 4465], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [6, 1, 0.7976, 0.0014, 1, 0.0, 0.9655, 15, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in incomplete_tasks:\\n # LOGGER\\n messages = t._printout(runtime_data, t in forcedtorun_tasks,\\n job_history, True, verbose,\\n verbose_abbreviated_path, indent)\\n for m in messages:\\n output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\\n width=wrap_width) + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4460_C8\", \"label\": \"messages = _printout()\", \"type\": \"assigned_variable\", \"loc\": [4460, 4462], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4458_C4\", \"vector\": [14, 2, 0.7975, 0.0005, 2, 0.05, 0.0, 312, 3, 7, 0, 0, 375, 10, 1], \"semantic\": {\"name\": \"messages\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_printout\", \"annotation\": \"\"}, \"snippet\": \" messages = t._printout(runtime_data, t in forcedtorun_tasks,\\n job_history, True, verbose,\\n verbose_abbreviated_path, indent)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4463_C8\", \"label\": \"for m\", \"type\": \"for\", \"loc\": [4463, 4465], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4458_C4\", \"vector\": [6, 2, 0.798, 0.0005, 2, 0.05, 1.0, 711, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for m in messages:\\n output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\\n width=wrap_width) + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4464_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [4464, 4465], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4463_C8\", \"vector\": [8, 3, 0.7981, 0.0004, 3, 0.2, 0.0, 837, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" output_stream.write(textwrap.fill(m, subsequent_indent=wrap_indent,\\n width=wrap_width) + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4467_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4467, 4469], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4240_C0\", \"vector\": [4, 1, 0.7987, 0.0005, 1, 0.0, 1.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose:\\n # LOGGER\\n output_stream.write(\\\"_\\\" * 40 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4469_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [4469, 4469], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4467_C4\", \"vector\": [8, 2, 0.7989, 0.0002, 2, 0.6, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" output_stream.write(\\\"_\\\" * 40 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4477_C0\", \"label\": \"get_semaphore\", \"type\": \"function\", \"loc\": [4477, 4493], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8018, 0.003, 0, 0.66, 0.9126, 623, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_semaphore\", \"arg_names\": [\"t\", \"_job_limit_semaphores\", \"syncmanager\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_semaphore(t, _job_limit_semaphores, syncmanager):\\n \\\"\\\"\\\"\\n return semaphore to limit the number of concurrent jobs\\n \\\"\\\"\\\"\\n #\\n # Is this task limited in the number of jobs?\\n #\\n if t.semaphore_name not in t._job_limit_semaphores:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4478_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4478, 4480], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4477_C0\", \"vector\": [8, 1, 0.8007, 0.0005, 1, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n return semaphore to limit the number of concurrent jobs\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4484_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4484, 4485], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4477_C0\", \"vector\": [4, 1, 0.8017, 0.0004, 1, 0.0, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t.semaphore_name not in t._job_limit_semaphores:\\n return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4485_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4485, 4485], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4484_C4\", \"vector\": [13, 2, 0.8018, 0.0002, 2, 0.76, 0.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4490_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4490, 4492], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4477_C0\", \"vector\": [4, 1, 0.8028, 0.0005, 1, 0.0, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t.semaphore_name not in _job_limit_semaphores:\\n maximum_jobs_num = t._job_limit_semaphores[t.semaphore_name]\\n _job_limit_semaphores[t.semaphore_name] = syncmanager.BoundedSemaphore(maximum_jobs_num)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4491_C8\", \"label\": \"maximum_jobs_num =\", \"type\": \"assigned_variable\", \"loc\": [4491, 4491], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4490_C4\", \"vector\": [14, 2, 0.8028, 0.0002, 2, 0.4, 0.0, 408, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"maximum_jobs_num\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" maximum_jobs_num = t._job_limit_semaphores[t.semaphore_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4492_C8\", \"label\": \" = BoundedSemaphore()\", \"type\": \"assigned_variable\", \"loc\": [4492, 4492], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4490_C4\", \"vector\": [14, 2, 0.803, 0.0002, 2, 0.4, 1.0, 0, 3, 1, 0, 0, 947, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"BoundedSemaphore\", \"annotation\": \"\"}, \"snippet\": \" _job_limit_semaphores[t.semaphore_name] = syncmanager.BoundedSemaphore(maximum_jobs_num)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4493_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4493, 4493], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4477_C0\", \"vector\": [13, 1, 0.8032, 0.0002, 1, 0.0, 1.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return _job_limit_semaphores[t.semaphore_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"label\": \"job_needs_to_run\", \"type\": \"function\", \"loc\": [4502, 4553], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8093, 0.0093, 0, 0.66, 0.9223, 722, 0, 8, 1, 0, 0, 0, 8], \"semantic\": {\"name\": \"job_needs_to_run\", \"arg_names\": [\"task\", \"params\", \"force_rerun\", \"logger\", \"verbose\", \"job_name\", \"job_history\", \"verbose_abbreviated_path\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def job_needs_to_run(task, params, force_rerun, logger, verbose, job_name,\\n job_history, verbose_abbreviated_path):\\n \\\"\\\"\\\"\\n Check if job parameters out of date / needs to rerun\\n \\\"\\\"\\\"\\n\\n #\\n # Out of date because forced to run\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4504_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4504, 4506], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [8, 1, 0.8053, 0.0005, 1, 0.5, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Check if job parameters out of date / needs to rerun\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4511_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4511, 4515], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.8068, 0.0009, 1, 0.5, 0.1429, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if force_rerun:\\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\\n log_at_level(logger, 3, verbose, \\\" force task %s to rerun \\\"\\n % job_name)\\n return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4513_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4513, 4514], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4511_C4\", \"vector\": [8, 2, 0.8068, 0.0004, 2, 0.98, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 3, verbose, \\\" force task %s to rerun \\\"\\n % job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4515_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4515, 4515], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4511_C4\", \"vector\": [13, 2, 0.8071, 0.0002, 2, 0.98, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4517_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4517, 4521], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.8078, 0.0009, 1, 0.5, 0.2857, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not task.needs_update_func:\\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\\n log_at_level(logger, 3, verbose, \\\" %s no function to check \\\"\\n \\\"if up-to-date \\\" % job_name)\\n return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4519_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4519, 4520], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4517_C4\", \"vector\": [8, 2, 0.8079, 0.0004, 2, 0.75, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 3, verbose, \\\" %s no function to check \\\"\\n \\\"if up-to-date \\\" % job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4521_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4521, 4521], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4517_C4\", \"vector\": [13, 2, 0.8082, 0.0002, 2, 0.75, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4526_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4526, 4531], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.8095, 0.0011, 1, 0.5, 0.4286, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task.needs_update_func == needs_update_check_modify_time:\\n needs_update, msg = task.needs_update_func(\\n *params, task=task, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\\n else:\\n needs_update, msg = task.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4527_C8\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [4527, 4529], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4526_C4\", \"vector\": [14, 2, 0.8094, 0.0005, 2, 0.17, 0.0, 90, 3, 4, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = task.needs_update_func(\\n *params, task=task, job_history=job_history,\\n verbose_abbreviated_path=verbose_abbreviated_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4531_C8\", \"label\": \"needs_update, msg = needs_update_func()\", \"type\": \"assigned_variable\", \"loc\": [4531, 4531], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4526_C4\", \"vector\": [14, 2, 0.81, 0.0002, 2, 0.17, 1.0, 90, 3, 1, 0, 0, 780, 10, 1], \"semantic\": {\"name\": \"needs_update, msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"needs_update_func\", \"annotation\": \"\"}, \"snippet\": \" needs_update, msg = task.needs_update_func(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4533_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4533, 4537], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.8107, 0.0009, 1, 0.5, 0.5714, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not needs_update:\\n # LOGGER: All Jobs in Out-of-date Tasks\\n log_at_level(logger, 5, verbose,\\n \\\" %s unnecessary: already up to date \\\" % job_name)\\n return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4535_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4535, 4536], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4533_C4\", \"vector\": [8, 2, 0.8108, 0.0004, 2, 0.79, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 5, verbose,\\n \\\" %s unnecessary: already up to date \\\" % job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4537_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4537, 4537], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4533_C4\", \"vector\": [13, 2, 0.811, 0.0002, 2, 0.79, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4541_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4541, 4544], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.812, 0.0007, 1, 0.5, 0.7143, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not log_at_level(logger, 4, verbose, \\\" %s %s \\\" % (job_name, msg)):\\n # LOGGER: Out-of-date Jobs in\\n # Out-of-date Tasks: No explanation\\n log_at_level(logger, 3, verbose, \\\" %s\\\" % (job_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4544_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4544, 4544], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4541_C4\", \"vector\": [8, 2, 0.8123, 0.0002, 2, 0.96, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 3, verbose, \\\" %s\\\" % (job_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4550_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4550, 4551], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [4, 1, 0.8135, 0.0004, 1, 0.5, 0.8571, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task.needs_update_func == needs_update_check_modify_time:\\n check_input_files_exist(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4551_C8\", \"label\": \"check_input_files_exist()\", \"type\": \"expression\", \"loc\": [4551, 4551], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4550_C4\", \"vector\": [8, 2, 0.8136, 0.0002, 2, 0.72, 0.0, 662, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"check_input_files_exist\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_input_files_exist\", \"annotation\": \"\"}, \"snippet\": \" check_input_files_exist(*params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4553_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4553, 4553], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4502_C0\", \"vector\": [13, 1, 0.8139, 0.0002, 1, 0.5, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4562_C0\", \"label\": \"remove_completed_tasks\", \"type\": \"function\", \"loc\": [4562, 4602], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8191, 0.0073, 0, 0.66, 0.932, 131, 0, 5, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"remove_completed_tasks\", \"arg_names\": [\"task_with_completed_job_q\", \"incomplete_tasks\", \"count_remaining_jobs\", \"logger\", \"verbose\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def remove_completed_tasks(task_with_completed_job_q, incomplete_tasks,\\n count_remaining_jobs, logger, verbose):\\n \\\"\\\"\\\"\\n Remove completed tasks in same thread as job parameters generation to\\n prevent race conditions\\n Task completion is usually signalled from pipeline_run\\n \\\"\\\"\\\"\\n while True:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4564_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4564, 4568], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4562_C0\", \"vector\": [8, 1, 0.8162, 0.0009, 1, 0.33, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Remove completed tasks in same thread as job parameters generation to\\n prevent race conditions\\n Task completion is usually signalled from pipeline_run\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4569_C4\", \"label\": \"while\", \"type\": \"while\", \"loc\": [4569, 4602], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4562_C0\", \"vector\": [5, 1, 0.8197, 0.0061, 1, 0.33, 1.0, 0, 1, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while True:\\n try:\\n (job_completed_task,\\n job_completed_task_name,\\n job_completed_node_index,\\n job_completed_name) = task_with_completed_job_q.get_nowait()\\n\\n if job_completed_task not in incomplete_tasks:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4570_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [4570, 4602], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4569_C4\", \"vector\": [7, 2, 0.8198, 0.0059, 2, 0.3, 0.0, 0, 0, 1, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n (job_completed_task,\\n job_completed_task_name,\\n job_completed_node_index,\\n job_completed_name) = task_with_completed_job_q.get_nowait()\\n\\n if job_completed_task not in incomplete_tasks:\\n raise Exception(\\\"Last job %s for %s. Missing from \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4571_C12\", \"label\": \"job_completed_task, job_completed_task_name, job_completed_node_index, job_completed_name = get_nowait()\", \"type\": \"assigned_variable\", \"loc\": [4571, 4574], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4570_C8\", \"vector\": [14, 3, 0.8174, 0.0007, 3, 0.5, 0.0, 400, 3, 0, 0, 0, 598, 10, 1], \"semantic\": {\"name\": \"job_completed_task, job_completed_task_name, job_completed_node_index, job_completed_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_nowait\", \"annotation\": \"\"}, \"snippet\": \" (job_completed_task,\\n job_completed_task_name,\\n job_completed_node_index,\\n job_completed_name) = task_with_completed_job_q.get_nowait()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4576_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4576, 4579], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4570_C8\", \"vector\": [4, 3, 0.8183, 0.0007, 3, 0.5, 0.3333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if job_completed_task not in incomplete_tasks:\\n raise Exception(\\\"Last job %s for %s. Missing from \\\"\\n \\\"incomplete tasks in make_job_parameter_generator\\\"\\n % (job_completed_name, job_completed_task_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4584_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4584, 4587], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4570_C8\", \"vector\": [4, 3, 0.8197, 0.0007, 3, 0.5, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if count_remaining_jobs[job_completed_task] < 0:\\n raise Exception(\\\"job %s for %s causes job count < 0.\\\"\\n % (job_completed_name,\\n job_completed_task_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4592_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4592, 4599], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4570_C8\", \"vector\": [4, 3, 0.8215, 0.0014, 3, 0.5, 1.0, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if count_remaining_jobs[job_completed_task] == 0:\\n log_at_level(logger, 10, verbose, \\\" Last job for %r. \\\"\\n \\\"Retired from incomplete tasks in pipeline_run \\\"\\n % job_completed_task._get_display_name())\\n incomplete_tasks.remove(job_completed_task)\\n job_completed_task._completed()\\n log_at_level(logger, 1, verbose, \\\"Completed Task = %r \\\"\\n % job_completed_task._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4593_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4593, 4595], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4592_C12\", \"vector\": [8, 4, 0.8212, 0.0005, 4, 0.13, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Last job for %r. \\\"\\n \\\"Retired from incomplete tasks in pipeline_run \\\"\\n % job_completed_task._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4596_C16\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [4596, 4596], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4592_C12\", \"vector\": [8, 4, 0.8216, 0.0002, 4, 0.13, 0.3333, 185, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" incomplete_tasks.remove(job_completed_task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4597_C16\", \"label\": \"_completed()\", \"type\": \"expression\", \"loc\": [4597, 4597], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4592_C12\", \"vector\": [8, 4, 0.8218, 0.0002, 4, 0.13, 0.6667, 293, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_completed\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_completed\", \"annotation\": \"\"}, \"snippet\": \" job_completed_task._completed()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4598_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4598, 4599], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4592_C12\", \"vector\": [8, 4, 0.822, 0.0004, 4, 0.13, 1.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 1, verbose, \\\"Completed Task = %r \\\"\\n % job_completed_task._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4610_C0\", \"label\": \"make_job_parameter_generator\", \"type\": \"function\", \"loc\": [4610, 4824], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8432, 0.0384, 0, 0.66, 0.9417, 178, 0, 12, 1, 0, 0, 0, 50], \"semantic\": {\"name\": \"make_job_parameter_generator\", \"arg_names\": [\"incomplete_tasks\", \"task_parents\", \"logger\", \"forcedtorun_tasks\", \"task_with_completed_job_q\", \"runtime_data\", \"verbose\", \"verbose_abbreviated_path\", \"syncmanager\", \"death_event\", \"touch_files_only\", \"job_history\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def make_job_parameter_generator(incomplete_tasks, task_parents, logger,\\n forcedtorun_tasks, task_with_completed_job_q,\\n runtime_data, verbose,\\n verbose_abbreviated_path,\\n syncmanager,\\n death_event,\\n touch_files_only, job_history):\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4618_C4\", \"label\": \"inprogress_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [4618, 4618], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4610_C0\", \"vector\": [14, 1, 0.8255, 0.0002, 1, 0.51, 0.0, 891, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"inprogress_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" inprogress_tasks = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4619_C4\", \"label\": \"_job_limit_semaphores = dict()\", \"type\": \"assigned_variable\", \"loc\": [4619, 4619], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4610_C0\", \"vector\": [14, 1, 0.8257, 0.0002, 1, 0.51, 0.3333, 49, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"_job_limit_semaphores\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" _job_limit_semaphores = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"label\": \"parameter_generator\", \"type\": \"function\", \"loc\": [4626, 4822], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4610_C0\", \"vector\": [2, 1, 0.8445, 0.0352, 1, 0.51, 0.6667, 776, 0, 0, 0, 0, 0, 0, 48], \"semantic\": {\"name\": \"parameter_generator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def parameter_generator():\\n count_remaining_jobs = defaultdict(int)\\n log_at_level(logger, 10, verbose, \\\" job_parameter_generator BEGIN\\\")\\n while len(incomplete_tasks):\\n cnt_jobs_created_for_all_tasks = 0\\n cnt_tasks_processed = 0\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4627_C8\", \"label\": \"count_remaining_jobs = defaultdict()\", \"type\": \"assigned_variable\", \"loc\": [4627, 4627], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"vector\": [14, 2, 0.8271, 0.0002, 2, 0.32, 0.0, 595, 3, 1, 0, 0, 626, 10, 1], \"semantic\": {\"name\": \"count_remaining_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"defaultdict\", \"annotation\": \"\"}, \"snippet\": \" count_remaining_jobs = defaultdict(int)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4628_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4628, 4628], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"vector\": [8, 2, 0.8273, 0.0002, 2, 0.32, 0.25, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job_parameter_generator BEGIN\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [4629, 4818], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"vector\": [5, 2, 0.8444, 0.034, 2, 0.32, 0.5, 0, 3, 0, 0, 0, 0, 0, 44], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while len(incomplete_tasks):\\n cnt_jobs_created_for_all_tasks = 0\\n cnt_tasks_processed = 0\\n\\n #\\n # get rid of all completed tasks first\\n # Completion is signalled from pipeline_run\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4630_C12\", \"label\": \"cnt_jobs_created_for_all_tasks =\", \"type\": \"assigned_variable\", \"loc\": [4630, 4630], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"vector\": [14, 3, 0.8277, 0.0002, 3, 0.74, 0.0, 174, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_jobs_created_for_all_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_jobs_created_for_all_tasks = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4631_C12\", \"label\": \"cnt_tasks_processed =\", \"type\": \"assigned_variable\", \"loc\": [4631, 4631], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"vector\": [14, 3, 0.8279, 0.0002, 3, 0.74, 0.25, 345, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_tasks_processed\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_tasks_processed = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4637_C12\", \"label\": \"remove_completed_tasks()\", \"type\": \"expression\", \"loc\": [4637, 4638], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"vector\": [8, 3, 0.829, 0.0004, 3, 0.74, 0.5, 131, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove_completed_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove_completed_tasks\", \"annotation\": \"\"}, \"snippet\": \" remove_completed_tasks(task_with_completed_job_q, incomplete_tasks,\\n count_remaining_jobs, logger, verbose)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4640_C12\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [4640, 4811], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"vector\": [6, 3, 0.8447, 0.0307, 3, 0.74, 0.75, 15, 3, 0, 0, 0, 0, 0, 38], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in list(incomplete_tasks):\\n #\\n # wrap in execption handler so that we know\\n # which task the original exception came from\\n #\\n try:\\n log_at_level(logger, 10, verbose, \\\" job_parameter_generator consider \\\"\\n \\\"task = %r\\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"label\": \"try\", \"type\": \"try\", \"loc\": [4645, 4811], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4640_C12\", \"vector\": [7, 4, 0.8452, 0.0299, 4, 0.85, 0.0, 0, 0, 2, 0, 0, 0, 0, 37], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n log_at_level(logger, 10, verbose, \\\" job_parameter_generator consider \\\"\\n \\\"task = %r\\\" % t._get_display_name())\\n\\n # ignore tasks in progress\\n if t in inprogress_tasks:\\n continue\\n log_at_level(logger, 10, verbose, \\\" job_parameter_generator task %r not in \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4646_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4646, 4647], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [8, 5, 0.8306, 0.0004, 5, 0.54, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job_parameter_generator consider \\\"\\n \\\"task = %r\\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4650_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4650, 4651], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8313, 0.0004, 5, 0.54, 0.0714, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t in inprogress_tasks:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4652_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4652, 4653], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [8, 5, 0.8317, 0.0004, 5, 0.54, 0.1429, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job_parameter_generator task %r not in \\\"\\n \\\"progress\\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4656_C20\", \"label\": \"incomplete_parent =\", \"type\": \"assigned_variable\", \"loc\": [4656, 4656], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8323, 0.0002, 5, 0.54, 0.2143, 463, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"incomplete_parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" incomplete_parent = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4657_C20\", \"label\": \"for parent\", \"type\": \"for\", \"loc\": [4657, 4660], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [6, 5, 0.8328, 0.0007, 5, 0.54, 0.2857, 80, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for parent in task_parents[t]:\\n if parent in incomplete_tasks:\\n incomplete_parent = True\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4658_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4658, 4660], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4657_C20\", \"vector\": [4, 6, 0.8329, 0.0005, 6, 0.03, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if parent in incomplete_tasks:\\n incomplete_parent = True\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4659_C28\", \"label\": \"incomplete_parent =\", \"type\": \"assigned_variable\", \"loc\": [4659, 4659], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4658_C24\", \"vector\": [14, 7, 0.8329, 0.0002, 7, 0.39, 0.0, 463, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"incomplete_parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" incomplete_parent = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4661_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4661, 4662], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8333, 0.0004, 5, 0.54, 0.3571, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if incomplete_parent:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4664_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4664, 4665], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [8, 5, 0.8338, 0.0004, 5, 0.54, 0.4286, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job_parameter_generator start task %r \\\"\\n \\\"(parents completed)\\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4666_C20\", \"label\": \"force_rerun =\", \"type\": \"assigned_variable\", \"loc\": [4666, 4666], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8341, 0.0002, 5, 0.54, 0.5, 669, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"force_rerun\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" force_rerun = t in forcedtorun_tasks\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4667_C20\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [4667, 4667], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [8, 5, 0.8343, 0.0002, 5, 0.54, 0.5714, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" inprogress_tasks.add(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4673, 4689], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8368, 0.003, 5, 0.54, 0.6429, 0, 7, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t.is_active:\\n forced_msg = \\\": Forced to rerun\\\" if force_rerun else \\\"\\\"\\n log_at_level(logger, 1, verbose, \\\"Task enters queue = %r %s\\\"\\n % (t._get_display_name(), forced_msg))\\n if len(t.func_description):\\n log_at_level(logger, 2, verbose, \\\" \\\" + t.func_description)\\n #\\n # Inactive skip loop\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4674_C24\", \"label\": \"forced_msg =\", \"type\": \"assigned_variable\", \"loc\": [4674, 4674], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [14, 6, 0.8355, 0.0002, 6, 0.88, 0.0, 262, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"forced_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" forced_msg = \\\": Forced to rerun\\\" if force_rerun else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4675_C24\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4675, 4676], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [8, 6, 0.8358, 0.0004, 6, 0.88, 0.2, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 1, verbose, \\\"Task enters queue = %r %s\\\"\\n % (t._get_display_name(), forced_msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4677_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4677, 4678], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [4, 6, 0.8362, 0.0004, 6, 0.88, 0.4, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(t.func_description):\\n log_at_level(logger, 2, verbose, \\\" \\\" + t.func_description)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4678_C28\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4678, 4678], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4677_C24\", \"vector\": [8, 7, 0.8363, 0.0002, 7, 0.84, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 2, verbose, \\\" \\\" + t.func_description)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4683_C24\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [4683, 4683], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [8, 6, 0.8371, 0.0002, 6, 0.88, 0.6, 185, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" incomplete_tasks.remove(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4686_C24\", \"label\": \"t.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [4686, 4686], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [14, 6, 0.8377, 0.0002, 6, 0.88, 0.8, 207, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"t.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" t.output_filenames = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4687_C24\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4687, 4688], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4673_C20\", \"vector\": [8, 6, 0.838, 0.0004, 6, 0.88, 1.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 2, verbose, \\\"Inactive Task = %r\\\"\\n % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4694_C20\", \"label\": \"t.output_filenames =\", \"type\": \"assigned_variable\", \"loc\": [4694, 4694], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8391, 0.0002, 5, 0.54, 0.7143, 207, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"t.output_filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" t.output_filenames = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4699_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4699, 4702], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8403, 0.0007, 5, 0.54, 0.7857, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t.param_generator_func is None:\\n task_parameters = ([[], []],)\\n else:\\n task_parameters = t.param_generator_func(runtime_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4700_C24\", \"label\": \"task_parameters =\", \"type\": \"assigned_variable\", \"loc\": [4700, 4700], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4699_C20\", \"vector\": [14, 6, 0.8402, 0.0002, 6, 0.04, 0.0, 964, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"task_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_parameters = ([[], []],)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4702_C24\", \"label\": \"task_parameters = param_generator_func()\", \"type\": \"assigned_variable\", \"loc\": [4702, 4702], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4699_C20\", \"vector\": [14, 6, 0.8405, 0.0002, 6, 0.04, 1.0, 964, 3, 1, 0, 0, 98, 10, 1], \"semantic\": {\"name\": \"task_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"param_generator_func\", \"annotation\": \"\"}, \"snippet\": \" task_parameters = t.param_generator_func(runtime_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4707_C20\", \"label\": \"cnt_jobs_created =\", \"type\": \"assigned_variable\", \"loc\": [4707, 4707], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8414, 0.0002, 5, 0.54, 0.8571, 414, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_jobs_created\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_jobs_created = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"label\": \"for params, unglobbed_params\", \"type\": \"for\", \"loc\": [4708, 4752], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [6, 5, 0.8455, 0.008, 5, 0.54, 0.9286, 47, 2, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"params, unglobbed_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for params, unglobbed_params in task_parameters:\\n\\n #\\n # save output even if uptodate\\n #\\n if len(params) >= 2:\\n # To do: In the case of split subdivide, we should be doing this after\\n # The job finishes\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4713_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4713, 4716], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"vector\": [4, 6, 0.8428, 0.0007, 6, 0.33, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(params) >= 2:\\n # To do: In the case of split subdivide, we should be doing this after\\n # The job finishes\\n t.output_filenames.append(params[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4716_C28\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [4716, 4716], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4713_C24\", \"vector\": [8, 7, 0.843, 0.0002, 7, 0.74, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" t.output_filenames.append(params[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4718_C24\", \"label\": \"job_name = _get_job_name()\", \"type\": \"assigned_variable\", \"loc\": [4718, 4720], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"vector\": [14, 6, 0.8436, 0.0005, 6, 0.33, 0.25, 396, 3, 3, 0, 0, 809, 10, 1], \"semantic\": {\"name\": \"job_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_get_job_name\", \"annotation\": \"\"}, \"snippet\": \" job_name = t._get_job_name(unglobbed_params,\\n verbose_abbreviated_path,\\n runtime_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4722_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4722, 4724], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"vector\": [4, 6, 0.8443, 0.0005, 6, 0.33, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not job_needs_to_run(t, params, force_rerun, logger, verbose, job_name,\\n job_history, verbose_abbreviated_path):\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4729_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4729, 4737], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"vector\": [4, 6, 0.8461, 0.0016, 6, 0.33, 0.75, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_jobs_created == 0 and touch_files_only < 2:\\n if \\\"ONE_SECOND_PER_JOB\\\" in runtime_data and \\\\\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] and \\\\\\n t._action_type != Task._action_task_originate:\\n log_at_level(logger, 10, verbose,\\n \\\" 1 second PAUSE in job_parameter_generator\\\\n\\\\n\\\\n\\\")\\n time.sleep(1.01)\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4730_C28\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4730, 4737], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4729_C24\", \"vector\": [4, 7, 0.8462, 0.0014, 7, 0.01, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"ONE_SECOND_PER_JOB\\\" in runtime_data and \\\\\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] and \\\\\\n t._action_type != Task._action_task_originate:\\n log_at_level(logger, 10, verbose,\\n \\\" 1 second PAUSE in job_parameter_generator\\\\n\\\\n\\\\n\\\")\\n time.sleep(1.01)\\n else:\\n time.sleep(0.1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4733_C32\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4733, 4734], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4730_C28\", \"vector\": [8, 8, 0.8462, 0.0004, 8, 0.76, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" 1 second PAUSE in job_parameter_generator\\\\n\\\\n\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4735_C32\", \"label\": \"sleep()\", \"type\": \"expression\", \"loc\": [4735, 4735], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4730_C28\", \"vector\": [8, 8, 0.8464, 0.0002, 8, 0.76, 0.5, 476, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"sleep\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"sleep\", \"annotation\": \"\"}, \"snippet\": \" time.sleep(1.01)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4737_C32\", \"label\": \"sleep()\", \"type\": \"expression\", \"loc\": [4737, 4737], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4730_C28\", \"vector\": [8, 8, 0.8468, 0.0002, 8, 0.76, 1.0, 476, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"sleep\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"sleep\", \"annotation\": \"\"}, \"snippet\": \" time.sleep(0.1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4743_C24\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4743, 4752], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4708_C20\", \"vector\": [8, 6, 0.8487, 0.0018, 6, 0.33, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield (params,\\n unglobbed_params,\\n t._name,\\n t._node_index,\\n job_name,\\n t.job_wrapper,\\n t.user_defined_work_func,\\n get_semaphore(t, _job_limit_semaphores, syncmanager),\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4758, 4777], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8523, 0.0036, 5, 0.54, 1.0, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_jobs_created == 0:\\n incomplete_tasks.remove(t)\\n t._completed()\\n log_at_level(logger, 2, verbose,\\n \\\"Uptodate Task = %r\\\" % t._get_display_name())\\n # LOGGER: logs All Tasks (including any task function docstrings)\\n log_at_level(logger, 10, verbose, \\\" No jobs created for %r. Retired \\\"\\n \\\"in parameter_generator \\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4759_C24\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [4759, 4759], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"vector\": [8, 6, 0.8507, 0.0002, 6, 0.03, 0.0, 185, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" incomplete_tasks.remove(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4760_C24\", \"label\": \"_completed()\", \"type\": \"expression\", \"loc\": [4760, 4760], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"vector\": [8, 6, 0.8509, 0.0002, 6, 0.03, 0.25, 293, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_completed\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_completed\", \"annotation\": \"\"}, \"snippet\": \" t._completed()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4761_C24\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4761, 4762], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"vector\": [8, 6, 0.8512, 0.0004, 6, 0.03, 0.5, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 2, verbose,\\n \\\"Uptodate Task = %r\\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4764_C24\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4764, 4765], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"vector\": [8, 6, 0.8517, 0.0004, 6, 0.03, 0.75, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" No jobs created for %r. Retired \\\"\\n \\\"in parameter_generator \\\" % t._get_display_name())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4771_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4771, 4777], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4758_C20\", \"vector\": [4, 6, 0.8534, 0.0013, 6, 0.03, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 1 and \\\\\\n \\\"ruffus_WARNING\\\" in runtime_data and \\\\\\n t.param_generator_func in runtime_data[\\\"ruffus_WARNING\\\"]:\\n for msg in runtime_data[\\\"ruffus_WARNING\\\"][\\n t.param_generator_func]:\\n logger.warning(\\\" 'In Task %r:' %s \\\"\\n % (t._get_display_name(), msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4774_C28\", \"label\": \"for msg\", \"type\": \"for\", \"loc\": [4774, 4777], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4771_C24\", \"vector\": [6, 7, 0.8537, 0.0007, 7, 0.67, 0.0, 712, 6, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for msg in runtime_data[\\\"ruffus_WARNING\\\"][\\n t.param_generator_func]:\\n logger.warning(\\\" 'In Task %r:' %s \\\"\\n % (t._get_display_name(), msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4776_C32\", \"label\": \"warning()\", \"type\": \"expression\", \"loc\": [4776, 4777], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4774_C28\", \"vector\": [8, 8, 0.8539, 0.0004, 8, 0.47, 0.0, 320, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"warning\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"warning\", \"annotation\": \"\"}, \"snippet\": \" logger.warning(\\\" 'In Task %r:' %s \\\"\\n % (t._get_display_name(), msg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4799_C20\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [4799, 4799], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8579, 0.0002, 5, 0.54, 0.0, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4800_C20\", \"label\": \"exception_stack = format_exc()\", \"type\": \"assigned_variable\", \"loc\": [4800, 4800], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8581, 0.0002, 5, 0.54, 0.1667, 239, 3, 0, 0, 0, 92, 10, 1], \"semantic\": {\"name\": \"exception_stack\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"format_exc\", \"annotation\": \"\"}, \"snippet\": \" exception_stack = traceback.format_exc()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4801_C20\", \"label\": \"exception_name =\", \"type\": \"assigned_variable\", \"loc\": [4801, 4801], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8582, 0.0002, 5, 0.54, 0.3333, 23, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_name = exceptionType.__module__ + '.' + exceptionType.__name__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4802_C20\", \"label\": \"exception_value = str()\", \"type\": \"assigned_variable\", \"loc\": [4802, 4802], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8584, 0.0002, 5, 0.54, 0.5, 198, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" exception_value = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4803_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4803, 4804], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [4, 5, 0.8587, 0.0004, 5, 0.54, 0.6667, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(exception_value):\\n exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4804_C24\", \"label\": \"exception_value =\", \"type\": \"assigned_variable\", \"loc\": [4804, 4804], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4803_C20\", \"vector\": [14, 6, 0.8588, 0.0002, 6, 0.45, 0.0, 198, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_value = \\\"(%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4805_C20\", \"label\": \"errt = RethrownJobError()\", \"type\": \"assigned_variable\", \"loc\": [4805, 4809], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [14, 5, 0.8593, 0.0009, 5, 0.54, 0.8333, 463, 3, 1, 0, 0, 10, 10, 1], \"semantic\": {\"name\": \"errt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RethrownJobError\", \"annotation\": \"\"}, \"snippet\": \" errt = RethrownJobError([(t._name,\\n \\\"\\\",\\n exception_name,\\n exception_value,\\n exception_stack)])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4810_C20\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [4810, 4810], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L4645_C16\", \"vector\": [8, 5, 0.8598, 0.0002, 5, 0.54, 1.0, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" errt.specify_task(t, \\\"Exceptions generating parameters\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4814_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4814, 4818], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4629_C8\", \"vector\": [4, 3, 0.8609, 0.0009, 3, 0.74, 1.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(incomplete_tasks) and \\\\\\n (not cnt_tasks_processed or cnt_jobs_created_for_all_tasks):\\n log_at_level(logger, 10, verbose, \\\" incomplete tasks = \\\" +\\n \\\",\\\".join([t._name for t in incomplete_tasks]))\\n yield waiting_for_more_tasks_to_complete()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4816_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4816, 4817], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4814_C12\", \"vector\": [8, 4, 0.861, 0.0004, 4, 0.63, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" incomplete tasks = \\\" +\\n \\\",\\\".join([t._name for t in incomplete_tasks]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4818_C16\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4818, 4818], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4814_C12\", \"vector\": [8, 4, 0.8613, 0.0002, 4, 0.63, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield waiting_for_more_tasks_to_complete()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4820_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4820, 4820], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"vector\": [8, 2, 0.8616, 0.0002, 2, 0.32, 0.75, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield all_tasks_complete()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4822_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4822, 4822], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4626_C4\", \"vector\": [8, 2, 0.862, 0.0002, 2, 0.32, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job_parameter_generator END\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4824_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4824, 4824], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4610_C0\", \"vector\": [13, 1, 0.8624, 0.0002, 1, 0.51, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return parameter_generator\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4833_C0\", \"label\": \"feed_job_params_to_process_pool_factory\", \"type\": \"function\", \"loc\": [4833, 4864], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8667, 0.0057, 0, 0.66, 0.9515, 138, 0, 4, 1, 0, 0, 0, 13], \"semantic\": {\"name\": \"feed_job_params_to_process_pool_factory\", \"arg_names\": [\"parameter_q\", \"death_event\", \"logger\", \"verbose\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def feed_job_params_to_process_pool_factory(parameter_q, death_event, logger,\\n verbose):\\n \\\"\\\"\\\"\\n Process pool gets its parameters from this generator\\n Use factory function to save parameter_queue\\n \\\"\\\"\\\"\\n def feed_job_params_to_process_pool():\\n log_at_level(logger, 10, verbose, \\\" Send params to Pooled Process START\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4835_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4835, 4838], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4833_C0\", \"vector\": [8, 1, 0.8646, 0.0007, 1, 0.64, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Process pool gets its parameters from this generator\\n Use factory function to save parameter_queue\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4839_C4\", \"label\": \"feed_job_params_to_process_pool\", \"type\": \"function\", \"loc\": [4839, 4861], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4833_C0\", \"vector\": [2, 1, 0.867, 0.0041, 1, 0.64, 0.5, 43, 0, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"feed_job_params_to_process_pool\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def feed_job_params_to_process_pool():\\n log_at_level(logger, 10, verbose, \\\" Send params to Pooled Process START\\\")\\n while 1:\\n log_at_level(logger, 10, verbose,\\n \\\" Get next parameter size = %d\\\" % parameter_q.qsize())\\n if not parameter_q.qsize():\\n time.sleep(0.1)\\n params = parameter_q.get()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4840_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4840, 4840], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4839_C4\", \"vector\": [8, 2, 0.8652, 0.0002, 2, 0.78, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Send params to Pooled Process START\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [4841, 4859], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4839_C4\", \"vector\": [5, 2, 0.867, 0.0034, 2, 0.78, 0.5, 0, 1, 0, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while 1:\\n log_at_level(logger, 10, verbose,\\n \\\" Get next parameter size = %d\\\" % parameter_q.qsize())\\n if not parameter_q.qsize():\\n time.sleep(0.1)\\n params = parameter_q.get()\\n log_at_level(logger, 10, verbose, \\\" Get next parameter done\\\")\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4842_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4842, 4843], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [8, 3, 0.8657, 0.0004, 3, 0.59, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" Get next parameter size = %d\\\" % parameter_q.qsize())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4844_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4844, 4845], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [4, 3, 0.866, 0.0004, 3, 0.59, 0.1429, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not parameter_q.qsize():\\n time.sleep(0.1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4845_C16\", \"label\": \"sleep()\", \"type\": \"expression\", \"loc\": [4845, 4845], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4844_C12\", \"vector\": [8, 4, 0.8661, 0.0002, 4, 0.17, 0.0, 476, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"sleep\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"sleep\", \"annotation\": \"\"}, \"snippet\": \" time.sleep(0.1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4846_C12\", \"label\": \"params = get()\", \"type\": \"assigned_variable\", \"loc\": [4846, 4846], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [14, 3, 0.8663, 0.0002, 3, 0.59, 0.2857, 206, 3, 0, 0, 0, 607, 10, 1], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get\", \"annotation\": \"\"}, \"snippet\": \" params = parameter_q.get()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4847_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4847, 4847], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [8, 3, 0.8665, 0.0002, 3, 0.59, 0.4286, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Get next parameter done\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4850_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4850, 4851], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [4, 3, 0.8671, 0.0004, 3, 0.59, 0.5714, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(params, all_tasks_complete):\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4853_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4853, 4855], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [4, 3, 0.8677, 0.0005, 3, 0.59, 0.7143, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if death_event.is_set():\\n death_event.clear()\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4854_C16\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [4854, 4854], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4853_C12\", \"vector\": [8, 4, 0.8677, 0.0002, 4, 0.35, 0.0, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" death_event.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4857_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4857, 4858], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [8, 3, 0.8683, 0.0004, 3, 0.59, 0.8571, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" Send params to Pooled Process=>\\\" + str(params[0]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4859_C12\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4859, 4859], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L4841_C8\", \"vector\": [8, 3, 0.8686, 0.0002, 3, 0.59, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" yield params\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4861_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4861, 4861], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4839_C4\", \"vector\": [8, 2, 0.869, 0.0002, 2, 0.78, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Send params to Pooled Process END\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4864_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4864, 4864], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4833_C0\", \"vector\": [13, 1, 0.8695, 0.0002, 1, 0.64, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return feed_job_params_to_process_pool\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4873_C0\", \"label\": \"fill_queue_with_job_parameters\", \"type\": \"function\", \"loc\": [4873, 4899], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8734, 0.0048, 0, 0.66, 0.9612, 970, 0, 5, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"fill_queue_with_job_parameters\", \"arg_names\": [\"job_parameters\", \"parameter_q\", \"POOL_SIZE\", \"logger\", \"verbose\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def fill_queue_with_job_parameters(job_parameters, parameter_q, POOL_SIZE,\\n logger, verbose):\\n \\\"\\\"\\\"\\n Ensures queue filled with number of parameters > jobs / slots (POOL_SIZE)\\n \\\"\\\"\\\"\\n log_at_level(logger, 10, verbose, \\\" fill_queue_with_job_parameters START\\\")\\n for params in job_parameters:\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4875_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4875, 4877], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4873_C0\", \"vector\": [8, 1, 0.8716, 0.0005, 1, 0.79, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Ensures queue filled with number of parameters > jobs / slots (POOL_SIZE)\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4878_C4\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4878, 4878], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4873_C0\", \"vector\": [8, 1, 0.872, 0.0002, 1, 0.79, 0.3333, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" fill_queue_with_job_parameters START\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4879_C4\", \"label\": \"for params\", \"type\": \"for\", \"loc\": [4879, 4898], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4873_C0\", \"vector\": [6, 1, 0.8739, 0.0036, 1, 0.79, 0.6667, 206, 2, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for params in job_parameters:\\n\\n # stop if no more jobs available\\n if isinstance(params, waiting_for_more_tasks_to_complete):\\n log_at_level(logger, 10, verbose,\\n \\\" fill_queue_with_job_parameters WAITING for task to complete\\\")\\n break\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4882_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4882, 4885], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4879_C4\", \"vector\": [4, 2, 0.873, 0.0007, 2, 0.88, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(params, waiting_for_more_tasks_to_complete):\\n log_at_level(logger, 10, verbose,\\n \\\" fill_queue_with_job_parameters WAITING for task to complete\\\")\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4883_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4883, 4884], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4882_C8\", \"vector\": [8, 3, 0.873, 0.0004, 3, 0.68, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" fill_queue_with_job_parameters WAITING for task to complete\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4887_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4887, 4889], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4879_C4\", \"vector\": [4, 2, 0.8738, 0.0005, 2, 0.88, 0.3333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(params, all_tasks_complete):\\n log_at_level(logger, 10, verbose, \\\" fill_queue_with_job_parameters=>\\\" +\\n str(params[0]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4888_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4888, 4889], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4887_C8\", \"vector\": [8, 3, 0.8739, 0.0004, 3, 0.63, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" fill_queue_with_job_parameters=>\\\" +\\n str(params[0]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4892_C8\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [4892, 4892], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4879_C4\", \"vector\": [8, 2, 0.8745, 0.0002, 2, 0.88, 0.6667, 636, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" parameter_q.put(params)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L4897_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [4897, 4898], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L4879_C4\", \"vector\": [4, 2, 0.8755, 0.0004, 2, 0.88, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if parameter_q.qsize() > POOL_SIZE + 1:\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4899_C4\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [4899, 4899], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4873_C0\", \"vector\": [8, 1, 0.8758, 0.0002, 1, 0.79, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" fill_queue_with_job_parameters END\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"label\": \"pipeline_get_task_names\", \"type\": \"function\", \"loc\": [4907, 4931], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8793, 0.0045, 0, 0.66, 0.9709, 85, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"pipeline_get_task_names\", \"arg_names\": [\"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def pipeline_get_task_names(pipeline=None):\\n \\\"\\\"\\\"\\n Get all task names in a pipeline\\n Not that does not check if pipeline is wired up properly\\n \\\"\\\"\\\"\\n\\n # EXTRA pipeline_run DEBUGGING\\n global EXTRA_PIPELINERUN_DEBUGGING\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4908_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4908, 4911], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"vector\": [8, 1, 0.8776, 0.0007, 1, 0.68, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Get all task names in a pipeline\\n Not that does not check if pipeline is wired up properly\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4915_C4\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [4915, 4915], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"vector\": [14, 1, 0.8786, 0.0002, 1, 0.68, 0.25, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4920_C4\", \"label\": \"pipeline = lookup_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [4920, 4920], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"vector\": [14, 1, 0.8795, 0.0002, 1, 0.68, 0.5, 515, 3, 1, 0, 0, 237, 10, 1], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_pipeline\", \"annotation\": \"\"}, \"snippet\": \" pipeline = lookup_pipeline(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L4925_C4\", \"label\": \"completed_pipeline_names = _complete_task_setup()\", \"type\": \"assigned_variable\", \"loc\": [4925, 4925], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"vector\": [14, 1, 0.8804, 0.0002, 1, 0.68, 0.75, 923, 3, 0, 0, 0, 248, 10, 1], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_complete_task_setup\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = pipeline._complete_task_setup()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Return_L4931_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [4931, 4931], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4907_C0\", \"vector\": [13, 1, 0.8815, 0.0002, 1, 0.68, 1.0, 0, 5, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [n._name for n in node._all_nodes]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"label\": \"pipeline_run\", \"type\": \"function\", \"loc\": [4960, 5576], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.9417, 0.1103, 0, 0.66, 0.9806, 133, 0, 16, 0, 0, 0, 0, 99], \"semantic\": {\"name\": \"pipeline_run\", \"arg_names\": [\"target_tasks\", \"forcedtorun_tasks\", \"multiprocess\", \"logger\", \"gnu_make_maximal_rebuild_mode\", \"verbose\", \"runtime_data\", \"one_second_per_job\", \"touch_files_only\", \"exceptions_terminate_immediately\", \"log_exceptions\", \"checksum_level\", \"multithread\", \"history_file\", \"verbose_abbreviated_path\", \"pipeline\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def pipeline_run(target_tasks=[],\\n forcedtorun_tasks=[],\\n multiprocess=1,\\n logger=stderr_logger,\\n gnu_make_maximal_rebuild_mode=True,\\n # verbose defaults to 1 if None\\n verbose=None,\\n runtime_data=None,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L4982_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [4982, 5055], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.8971, 0.0132, 1, 0.28, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Run pipelines.\\n\\n :param target_tasks: targets task functions which will be run if they are\\n out-of-date\\n :param forcedtorun_tasks: task functions which will be run whether or not\\n they are out-of-date\\n :param multiprocess: The number of concurrent jobs running on different\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5060_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5060, 5067], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9052, 0.0014, 1, 0.28, 0.0196, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if touch_files_only is False:\\n touch_files_only = 0\\n elif touch_files_only is True:\\n touch_files_only = 1\\n else:\\n touch_files_only = 2\\n # we are not running anything so do it as quickly as possible\\n one_second_per_job = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5061_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [5061, 5061], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5060_C4\", \"vector\": [14, 2, 0.9047, 0.0002, 2, 0.41, 0.0, 344, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5062_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5062, 5067], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5060_C4\", \"vector\": [4, 2, 0.9053, 0.0011, 2, 0.41, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif touch_files_only is True:\\n touch_files_only = 1\\n else:\\n touch_files_only = 2\\n # we are not running anything so do it as quickly as possible\\n one_second_per_job = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5063_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [5063, 5063], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5062_C4\", \"vector\": [14, 3, 0.9051, 0.0002, 3, 0.56, 0.0, 344, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5065_C8\", \"label\": \"touch_files_only =\", \"type\": \"assigned_variable\", \"loc\": [5065, 5065], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5062_C4\", \"vector\": [14, 3, 0.9054, 0.0002, 3, 0.56, 0.5, 344, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"touch_files_only\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" touch_files_only = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5067_C8\", \"label\": \"one_second_per_job =\", \"type\": \"assigned_variable\", \"loc\": [5067, 5067], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5062_C4\", \"vector\": [14, 3, 0.9058, 0.0002, 3, 0.56, 1.0, 627, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"one_second_per_job\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" one_second_per_job = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5068_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5068, 5069], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9061, 0.0004, 1, 0.28, 0.0392, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose is None:\\n verbose = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5069_C8\", \"label\": \"verbose =\", \"type\": \"assigned_variable\", \"loc\": [5069, 5069], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5068_C4\", \"vector\": [14, 2, 0.9061, 0.0002, 2, 0.73, 0.0, 108, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"verbose\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5070_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5070, 5071], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9064, 0.0004, 1, 0.28, 0.0588, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose_abbreviated_path is None:\\n verbose_abbreviated_path = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5071_C8\", \"label\": \"verbose_abbreviated_path =\", \"type\": \"assigned_variable\", \"loc\": [5071, 5071], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5070_C4\", \"vector\": [14, 2, 0.9065, 0.0002, 2, 0.55, 0.0, 825, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"verbose_abbreviated_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" verbose_abbreviated_path = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5075_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5075, 5078], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9075, 0.0007, 1, 0.28, 0.0784, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose >= 10:\\n EXTRA_PIPELINERUN_DEBUGGING = True\\n else:\\n EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5076_C8\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [5076, 5076], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5075_C4\", \"vector\": [14, 2, 0.9074, 0.0002, 2, 0.23, 0.0, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5078_C8\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [5078, 5078], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5075_C4\", \"vector\": [14, 2, 0.9078, 0.0002, 2, 0.23, 1.0, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5080_C4\", \"label\": \"syncmanager = Manager()\", \"type\": \"assigned_variable\", \"loc\": [5080, 5080], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9081, 0.0002, 1, 0.28, 0.098, 655, 3, 0, 0, 0, 412, 10, 1], \"semantic\": {\"name\": \"syncmanager\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Manager\", \"annotation\": \"\"}, \"snippet\": \" syncmanager = multiprocessing.Manager()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5082_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5082, 5083], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9086, 0.0004, 1, 0.28, 0.1176, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if runtime_data is None:\\n runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5083_C8\", \"label\": \"runtime_data =\", \"type\": \"assigned_variable\", \"loc\": [5083, 5083], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5082_C4\", \"vector\": [14, 2, 0.9087, 0.0002, 2, 0.19, 0.0, 362, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"runtime_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5084_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5084, 5086], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.909, 0.0005, 1, 0.28, 0.1373, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(runtime_data, dict):\\n raise Exception(\\\"pipeline_run parameter runtime_data should be a \\\"\\n \\\"dictionary of values passes to jobs at run time.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5091_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5091, 5099], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9108, 0.0016, 1, 0.28, 0.1569, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if multithread:\\n pool = ThreadPool(multithread)\\n parallelism = multithread\\n elif multiprocess > 1:\\n pool = Pool(multiprocess)\\n parallelism = multiprocess\\n else:\\n parallelism = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5092_C8\", \"label\": \"pool = ThreadPool()\", \"type\": \"assigned_variable\", \"loc\": [5092, 5092], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5091_C4\", \"vector\": [14, 2, 0.9103, 0.0002, 2, 0.82, 0.0, 540, 3, 1, 0, 0, 395, 10, 1], \"semantic\": {\"name\": \"pool\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"ThreadPool\", \"annotation\": \"\"}, \"snippet\": \" pool = ThreadPool(multithread)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5093_C8\", \"label\": \"parallelism =\", \"type\": \"assigned_variable\", \"loc\": [5093, 5093], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5091_C4\", \"vector\": [14, 2, 0.9104, 0.0002, 2, 0.82, 0.5, 927, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"parallelism\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parallelism = multithread\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5094_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5094, 5099], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5091_C4\", \"vector\": [4, 2, 0.9111, 0.0011, 2, 0.82, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif multiprocess > 1:\\n pool = Pool(multiprocess)\\n parallelism = multiprocess\\n else:\\n parallelism = 1\\n pool = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5095_C8\", \"label\": \"pool = Pool()\", \"type\": \"assigned_variable\", \"loc\": [5095, 5095], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5094_C4\", \"vector\": [14, 3, 0.9108, 0.0002, 3, 0.4, 0.0, 540, 3, 1, 0, 0, 677, 10, 1], \"semantic\": {\"name\": \"pool\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Pool\", \"annotation\": \"\"}, \"snippet\": \" pool = Pool(multiprocess)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5096_C8\", \"label\": \"parallelism =\", \"type\": \"assigned_variable\", \"loc\": [5096, 5096], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5094_C4\", \"vector\": [14, 3, 0.911, 0.0002, 3, 0.4, 0.3333, 927, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"parallelism\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parallelism = multiprocess\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5098_C8\", \"label\": \"parallelism =\", \"type\": \"assigned_variable\", \"loc\": [5098, 5098], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5094_C4\", \"vector\": [14, 3, 0.9113, 0.0002, 3, 0.4, 0.6667, 927, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"parallelism\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parallelism = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5099_C8\", \"label\": \"pool =\", \"type\": \"assigned_variable\", \"loc\": [5099, 5099], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5094_C4\", \"vector\": [14, 3, 0.9115, 0.0002, 3, 0.4, 1.0, 540, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"pool\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pool = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5101_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5101, 5102], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.912, 0.0004, 1, 0.28, 0.1765, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level is None:\\n checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5102_C8\", \"label\": \"checksum_level = get_default_checksum_level()\", \"type\": \"assigned_variable\", \"loc\": [5102, 5102], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5101_C4\", \"vector\": [14, 2, 0.912, 0.0002, 2, 0.05, 0.0, 201, 3, 0, 0, 0, 41, 10, 1], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_checksum_level\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = get_default_checksum_level()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5108_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5108, 5121], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9143, 0.0025, 1, 0.28, 0.1961, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if one_second_per_job is None:\\n if checksum_level == CHECKSUM_FILE_TIMESTAMPS:\\n log_at_level(logger, 10, verbose,\\n \\\" Checksums rely on FILE TIMESTAMPS only and we don't know if the \\\"\\n \\\"system file time resolution: Pause 1 second...\\\")\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\\n else:\\n log_at_level(logger, 10, verbose, \\\" Checksum use calculated time as well: \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5109_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5109, 5117], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5108_C4\", \"vector\": [4, 2, 0.914, 0.0016, 2, 0.58, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level == CHECKSUM_FILE_TIMESTAMPS:\\n log_at_level(logger, 10, verbose,\\n \\\" Checksums rely on FILE TIMESTAMPS only and we don't know if the \\\"\\n \\\"system file time resolution: Pause 1 second...\\\")\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\\n else:\\n log_at_level(logger, 10, verbose, \\\" Checksum use calculated time as well: \\\"\\n \\\"No 1 second pause...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5110_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5110, 5112], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5109_C8\", \"vector\": [8, 3, 0.9137, 0.0005, 3, 0.1, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" Checksums rely on FILE TIMESTAMPS only and we don't know if the \\\"\\n \\\"system file time resolution: Pause 1 second...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5113_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [5113, 5113], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5109_C8\", \"vector\": [14, 3, 0.914, 0.0002, 3, 0.1, 0.3333, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5115_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5115, 5116], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5109_C8\", \"vector\": [8, 3, 0.9145, 0.0004, 3, 0.1, 0.6667, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Checksum use calculated time as well: \\\"\\n \\\"No 1 second pause...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5117_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [5117, 5117], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5109_C8\", \"vector\": [14, 3, 0.9147, 0.0002, 3, 0.1, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5119_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5119, 5120], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5108_C4\", \"vector\": [8, 2, 0.9152, 0.0004, 2, 0.58, 0.5, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" One second per job specified to be %s\\\"\\n % one_second_per_job)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5121_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [5121, 5121], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5108_C4\", \"vector\": [14, 2, 0.9154, 0.0002, 2, 0.58, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = one_second_per_job\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5123_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5123, 5131], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9165, 0.0016, 1, 0.28, 0.2157, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose == 0:\\n logger = black_hole_logger\\n elif verbose >= 11:\\n # debugging aid: See t_stderr_logger\\n # Each invocation of add_unique_prefix adds a unique prefix to\\n # all subsequent output So that individual runs of pipeline run\\n # are tagged\\n if hasattr(logger, \\\"add_unique_prefix\\\"):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5124_C8\", \"label\": \"logger =\", \"type\": \"assigned_variable\", \"loc\": [5124, 5124], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5123_C4\", \"vector\": [14, 2, 0.916, 0.0002, 2, 0.24, 0.0, 532, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" logger = black_hole_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5125_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5125, 5131], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5123_C4\", \"vector\": [4, 2, 0.9167, 0.0013, 2, 0.24, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif verbose >= 11:\\n # debugging aid: See t_stderr_logger\\n # Each invocation of add_unique_prefix adds a unique prefix to\\n # all subsequent output So that individual runs of pipeline run\\n # are tagged\\n if hasattr(logger, \\\"add_unique_prefix\\\"):\\n logger.add_unique_prefix()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5130_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5130, 5131], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5125_C4\", \"vector\": [4, 3, 0.9171, 0.0004, 3, 0.91, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if hasattr(logger, \\\"add_unique_prefix\\\"):\\n logger.add_unique_prefix()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5131_C12\", \"label\": \"add_unique_prefix()\", \"type\": \"expression\", \"loc\": [5131, 5131], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5130_C8\", \"vector\": [8, 4, 0.9172, 0.0002, 4, 0.41, 0.0, 722, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add_unique_prefix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add_unique_prefix\", \"annotation\": \"\"}, \"snippet\": \" logger.add_unique_prefix()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5133_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5133, 5134], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9177, 0.0004, 1, 0.28, 0.2353, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if touch_files_only and verbose >= 1:\\n logger.info(\\\"Touch output files instead of remaking them.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5134_C8\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5134, 5134], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5133_C4\", \"vector\": [8, 2, 0.9178, 0.0002, 2, 0.15, 0.0, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"Touch output files instead of remaking them.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5139_C4\", \"label\": \"pipeline = lookup_pipeline()\", \"type\": \"assigned_variable\", \"loc\": [5139, 5139], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9187, 0.0002, 1, 0.28, 0.2549, 515, 3, 1, 0, 0, 237, 10, 1], \"semantic\": {\"name\": \"pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_pipeline\", \"annotation\": \"\"}, \"snippet\": \" pipeline = lookup_pipeline(pipeline)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5143_C4\", \"label\": \"completed_pipeline_names = _complete_task_setup()\", \"type\": \"assigned_variable\", \"loc\": [5143, 5143], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9194, 0.0002, 1, 0.28, 0.2745, 923, 3, 0, 0, 0, 248, 10, 1], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_complete_task_setup\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = pipeline._complete_task_setup()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5146_C4\", \"label\": \"update_checksum_level_on_tasks()\", \"type\": \"expression\", \"loc\": [5146, 5146], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9199, 0.0002, 1, 0.28, 0.2941, 331, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_checksum_level_on_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_checksum_level_on_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_checksum_level_on_tasks(checksum_level)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5155_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5155, 5156], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9216, 0.0004, 1, 0.28, 0.3137, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level == CHECKSUM_FILE_TIMESTAMPS and history_file is None:\\n history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5156_C8\", \"label\": \"history_file =\", \"type\": \"assigned_variable\", \"loc\": [5156, 5156], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5155_C4\", \"vector\": [14, 2, 0.9217, 0.0002, 2, 0.22, 0.0, 984, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" history_file = ':memory:'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5158_C4\", \"label\": \"job_history = open_job_history()\", \"type\": \"assigned_variable\", \"loc\": [5158, 5158], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9221, 0.0002, 1, 0.28, 0.3333, 945, 3, 1, 0, 0, 133, 10, 1], \"semantic\": {\"name\": \"job_history\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"open_job_history\", \"annotation\": \"\"}, \"snippet\": \" job_history = open_job_history(history_file)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5164_C4\", \"label\": \"update_active_states_for_all_tasks()\", \"type\": \"expression\", \"loc\": [5164, 5164], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9231, 0.0002, 1, 0.28, 0.3529, 608, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update_active_states_for_all_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update_active_states_for_all_tasks\", \"annotation\": \"\"}, \"snippet\": \" update_active_states_for_all_tasks()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5169_C4\", \"label\": \"target_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [5169, 5169], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.924, 0.0002, 1, 0.28, 0.3725, 408, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = lookup_tasks_from_user_specified_names(\\\"Target\\\", target_tasks, pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5170_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5170, 5171], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9243, 0.0004, 1, 0.28, 0.3922, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not target_tasks:\\n target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5171_C8\", \"label\": \"target_tasks = list()\", \"type\": \"assigned_variable\", \"loc\": [5171, 5171], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5170_C4\", \"vector\": [14, 2, 0.9244, 0.0002, 2, 0.08, 0.0, 408, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"target_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" target_tasks = list(pipeline.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5172_C4\", \"label\": \"forcedtorun_tasks = lookup_tasks_from_user_specified_names()\", \"type\": \"assigned_variable\", \"loc\": [5172, 5173], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9247, 0.0004, 1, 0.28, 0.4118, 129, 3, 3, 0, 0, 333, 10, 1], \"semantic\": {\"name\": \"forcedtorun_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"lookup_tasks_from_user_specified_names\", \"annotation\": \"\"}, \"snippet\": \" forcedtorun_tasks = lookup_tasks_from_user_specified_names(\\\"Forced to run\\\", forcedtorun_tasks,\\n pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5179_C4\", \"label\": \"incomplete_pipeline_names = set()\", \"type\": \"assigned_variable\", \"loc\": [5179, 5179], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9258, 0.0002, 1, 0.28, 0.4314, 808, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"incomplete_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5180_C4\", \"label\": \"for task\", \"type\": \"for\", \"loc\": [5180, 5182], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [6, 1, 0.9262, 0.0005, 1, 0.28, 0.451, 305, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for task in forcedtorun_tasks + target_tasks:\\n if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5181_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5181, 5182], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5180_C4\", \"vector\": [4, 2, 0.9263, 0.0004, 2, 0.3, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task.pipeline.name not in completed_pipeline_names:\\n incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5182_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [5182, 5182], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5181_C8\", \"vector\": [8, 3, 0.9263, 0.0002, 3, 0.79, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" incomplete_pipeline_names.add(task.pipeline.name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5184_C4\", \"label\": \"for pipeline_name\", \"type\": \"for\", \"loc\": [5184, 5188], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [6, 1, 0.9271, 0.0009, 1, 0.28, 0.4706, 189, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"pipeline_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pipeline_name in incomplete_pipeline_names:\\n if pipeline_name in completed_pipeline_names:\\n continue\\n completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5185_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5185, 5186], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5184_C4\", \"vector\": [4, 2, 0.927, 0.0004, 2, 0.2, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pipeline_name in completed_pipeline_names:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5187_C8\", \"label\": \"completed_pipeline_names = union()\", \"type\": \"assigned_variable\", \"loc\": [5187, 5188], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5184_C4\", \"vector\": [14, 2, 0.9273, 0.0004, 2, 0.2, 1.0, 923, 3, 1, 0, 0, 140, 10, 2], \"semantic\": {\"name\": \"completed_pipeline_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"union\", \"annotation\": \"\"}, \"snippet\": \" completed_pipeline_names = completed_pipeline_names.union(\\n pipeline.pipelines[pipeline_name]._complete_task_setup())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5198_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5198, 5205], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9298, 0.0014, 1, 0.28, 0.4902, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if touch_files_only == 2:\\n (forcedtorun_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\\\\n topologically_sorted_nodes(target_tasks + forcedtorun_tasks, True,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\\n runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5199_C8\", \"label\": \"forcedtorun_tasks, ignore_param1, ignore_param2, ignore_param3 = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [5199, 5205], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5198_C4\", \"vector\": [14, 2, 0.9299, 0.0013, 2, 0.16, 0.0, 125, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"forcedtorun_tasks, ignore_param1, ignore_param2, ignore_param3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (forcedtorun_tasks, ignore_param1, ignore_param2, ignore_param3) = \\\\\\n topologically_sorted_nodes(target_tasks + forcedtorun_tasks, True,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\\n runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5213_C4\", \"label\": \"incomplete_tasks, self_terminated_nodes, dag_violating_edges, dag_violating_nodes = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [5213, 5221], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9326, 0.0016, 1, 0.28, 0.5098, 520, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"incomplete_tasks, self_terminated_nodes, dag_violating_edges, dag_violating_nodes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (incomplete_tasks, self_terminated_nodes,\\n dag_violating_edges, dag_violating_nodes) = \\\\\\n topologically_sorted_nodes(target_tasks, forcedtorun_tasks,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[\\n t_verbose_logger(verbose, verbose_abbreviated_path,\\n logger, runtime_data),\\n job_history],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5223_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5223, 5229], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9342, 0.0013, 1, 0.28, 0.5294, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(dag_violating_nodes):\\n dag_violating_tasks = \\\", \\\".join(t._name for t in dag_violating_nodes)\\n\\n e = error_circular_dependencies(\\\"Circular dependencies found in the \\\"\\n \\\"pipeline involving one or more of \\\"\\n \\\"(%s)\\\" % (dag_violating_tasks))\\n raise e\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5224_C8\", \"label\": \"dag_violating_tasks = join()\", \"type\": \"assigned_variable\", \"loc\": [5224, 5224], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5223_C4\", \"vector\": [14, 2, 0.9339, 0.0002, 2, 0.31, 0.0, 427, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"dag_violating_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" dag_violating_tasks = \\\", \\\".join(t._name for t in dag_violating_nodes)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5226_C8\", \"label\": \"e = error_circular_dependencies()\", \"type\": \"assigned_variable\", \"loc\": [5226, 5228], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5223_C4\", \"vector\": [14, 2, 0.9344, 0.0005, 2, 0.31, 1.0, 175, 3, 1, 0, 0, 116, 10, 1], \"semantic\": {\"name\": \"e\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"error_circular_dependencies\", \"annotation\": \"\"}, \"snippet\": \" e = error_circular_dependencies(\\\"Circular dependencies found in the \\\"\\n \\\"pipeline involving one or more of \\\"\\n \\\"(%s)\\\" % (dag_violating_tasks))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5234_C4\", \"label\": \"set_of_incomplete_tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [5234, 5234], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9356, 0.0002, 1, 0.28, 0.549, 899, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"set_of_incomplete_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" set_of_incomplete_tasks = set(incomplete_tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5235_C4\", \"label\": \"task_parents = defaultdict()\", \"type\": \"assigned_variable\", \"loc\": [5235, 5235], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9358, 0.0002, 1, 0.28, 0.5686, 361, 3, 1, 0, 0, 626, 10, 1], \"semantic\": {\"name\": \"task_parents\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"defaultdict\", \"annotation\": \"\"}, \"snippet\": \" task_parents = defaultdict(set)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5236_C4\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [5236, 5240], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [6, 1, 0.9364, 0.0009, 1, 0.28, 0.5882, 15, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in set_of_incomplete_tasks:\\n task_parents[t] = set()\\n for parent in t._get_inward():\\n if parent in set_of_incomplete_tasks:\\n task_parents[t].add(parent)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5237_C8\", \"label\": \" = set()\", \"type\": \"assigned_variable\", \"loc\": [5237, 5237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5236_C4\", \"vector\": [14, 2, 0.9362, 0.0002, 2, 0.66, 0.0, 0, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" task_parents[t] = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5238_C8\", \"label\": \"for parent\", \"type\": \"for\", \"loc\": [5238, 5240], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5236_C4\", \"vector\": [6, 2, 0.9365, 0.0005, 2, 0.66, 1.0, 80, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"parent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for parent in t._get_inward():\\n if parent in set_of_incomplete_tasks:\\n task_parents[t].add(parent)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5239_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5239, 5240], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5238_C8\", \"vector\": [4, 3, 0.9366, 0.0004, 3, 0.58, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if parent in set_of_incomplete_tasks:\\n task_parents[t].add(parent)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5240_C16\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [5240, 5240], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5239_C12\", \"vector\": [8, 4, 0.9367, 0.0002, 4, 0.18, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" task_parents[t].add(parent)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5246_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5246, 5259], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.939, 0.0025, 1, 0.28, 0.6078, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if verbose == 2 or verbose >= 5:\\n (all_tasks, ignore_param1, ignore_param2, ignore_param3) \\\\\\n = topologically_sorted_nodes(target_tasks, True,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\\n runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5247_C8\", \"label\": \"all_tasks, ignore_param1, ignore_param2, ignore_param3 = topologically_sorted_nodes()\", \"type\": \"assigned_variable\", \"loc\": [5247, 5253], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5246_C4\", \"vector\": [14, 2, 0.9385, 0.0013, 2, 0.48, 0.0, 491, 3, 5, 0, 0, 933, 10, 2], \"semantic\": {\"name\": \"all_tasks, ignore_param1, ignore_param2, ignore_param3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"topologically_sorted_nodes\", \"annotation\": \"\"}, \"snippet\": \" (all_tasks, ignore_param1, ignore_param2, ignore_param3) \\\\\\n = topologically_sorted_nodes(target_tasks, True,\\n gnu_make_maximal_rebuild_mode,\\n extra_data_for_signal=[t_verbose_logger(0, 0, None,\\n runtime_data),\\n job_history],\\n signal_callback=is_node_up_to_date)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5255_C8\", \"label\": \"for m\", \"type\": \"for\", \"loc\": [5255, 5259], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5246_C4\", \"vector\": [6, 2, 0.9398, 0.0009, 2, 0.48, 1.0, 711, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"m\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for m in get_completed_task_strings(incomplete_tasks, all_tasks,\\n forcedtorun_tasks, verbose,\\n verbose_abbreviated_path, 4,\\n runtime_data, job_history):\\n logger.info(m)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5259_C12\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5259, 5259], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5255_C8\", \"vector\": [8, 3, 0.9401, 0.0002, 3, 0.86, 0.0, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(m)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5262_C4\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5262, 5262], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9407, 0.0002, 1, 0.28, 0.6275, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5263_C4\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5263, 5263], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9408, 0.0002, 1, 0.28, 0.6471, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"_\\\" * 40)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5264_C4\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5264, 5264], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.941, 0.0002, 1, 0.28, 0.6667, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"Tasks which will be run:\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5265_C4\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5265, 5265], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9412, 0.0002, 1, 0.28, 0.6863, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5266_C4\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [5266, 5266], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9414, 0.0002, 1, 0.28, 0.7059, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" logger.info(\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5282_C4\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [5282, 5283], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [6, 1, 0.9443, 0.0004, 1, 0.28, 0.7255, 15, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in incomplete_tasks:\\n t._init_for_pipeline()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5283_C8\", \"label\": \"_init_for_pipeline()\", \"type\": \"expression\", \"loc\": [5283, 5283], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5282_C4\", \"vector\": [8, 2, 0.9444, 0.0002, 2, 0.83, 0.0, 929, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"_init_for_pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_init_for_pipeline\", \"annotation\": \"\"}, \"snippet\": \" t._init_for_pipeline()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5288_C4\", \"label\": \"death_event = Event()\", \"type\": \"assigned_variable\", \"loc\": [5288, 5288], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9453, 0.0002, 1, 0.28, 0.7451, 104, 3, 0, 0, 0, 9, 10, 1], \"semantic\": {\"name\": \"death_event\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Event\", \"annotation\": \"\"}, \"snippet\": \" death_event = syncmanager.Event()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5289_C4\", \"label\": \"parameter_q = Queue()\", \"type\": \"assigned_variable\", \"loc\": [5289, 5289], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9455, 0.0002, 1, 0.28, 0.7647, 279, 3, 0, 0, 0, 952, 10, 1], \"semantic\": {\"name\": \"parameter_q\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Queue\", \"annotation\": \"\"}, \"snippet\": \" parameter_q = queue.Queue()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5290_C4\", \"label\": \"task_with_completed_job_q = Queue()\", \"type\": \"assigned_variable\", \"loc\": [5290, 5290], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9457, 0.0002, 1, 0.28, 0.7843, 184, 3, 0, 0, 0, 952, 10, 1], \"semantic\": {\"name\": \"task_with_completed_job_q\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Queue\", \"annotation\": \"\"}, \"snippet\": \" task_with_completed_job_q = queue.Queue()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5291_C4\", \"label\": \"parameter_generator = make_job_parameter_generator()\", \"type\": \"assigned_variable\", \"loc\": [5291, 5297], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9464, 0.0013, 1, 0.28, 0.8039, 776, 3, 12, 0, 0, 178, 10, 1], \"semantic\": {\"name\": \"parameter_generator\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"make_job_parameter_generator\", \"annotation\": \"\"}, \"snippet\": \" parameter_generator = make_job_parameter_generator(incomplete_tasks, task_parents,\\n logger, forcedtorun_tasks,\\n task_with_completed_job_q,\\n runtime_data, verbose,\\n verbose_abbreviated_path,\\n syncmanager, death_event,\\n touch_files_only, job_history)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5298_C4\", \"label\": \"job_parameters = parameter_generator()\", \"type\": \"assigned_variable\", \"loc\": [5298, 5298], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9471, 0.0002, 1, 0.28, 0.8235, 273, 3, 0, 0, 0, 776, 10, 1], \"semantic\": {\"name\": \"job_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parameter_generator\", \"annotation\": \"\"}, \"snippet\": \" job_parameters = parameter_generator()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5299_C4\", \"label\": \"fill_queue_with_job_parameters()\", \"type\": \"expression\", \"loc\": [5299, 5299], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [8, 1, 0.9473, 0.0002, 1, 0.28, 0.8431, 970, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"fill_queue_with_job_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fill_queue_with_job_parameters\", \"annotation\": \"\"}, \"snippet\": \" fill_queue_with_job_parameters(job_parameters, parameter_q, parallelism, logger, verbose)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5339_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5339, 5342], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9547, 0.0007, 1, 0.28, 0.8627, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pool:\\n pool_func = pool.imap_unordered\\n else:\\n pool_func = map\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5340_C8\", \"label\": \"pool_func =\", \"type\": \"assigned_variable\", \"loc\": [5340, 5340], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5339_C4\", \"vector\": [14, 2, 0.9546, 0.0002, 2, 0.57, 0.0, 737, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"pool_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pool_func = pool.imap_unordered\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5342_C8\", \"label\": \"pool_func =\", \"type\": \"assigned_variable\", \"loc\": [5342, 5342], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5339_C4\", \"vector\": [14, 2, 0.955, 0.0002, 2, 0.57, 1.0, 737, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"pool_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pool_func = map\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5344_C4\", \"label\": \"feed_job_params_to_process_pool = feed_job_params_to_process_pool_factory()\", \"type\": \"assigned_variable\", \"loc\": [5344, 5345], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9554, 0.0004, 1, 0.28, 0.8824, 43, 3, 4, 0, 0, 138, 10, 1], \"semantic\": {\"name\": \"feed_job_params_to_process_pool\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"feed_job_params_to_process_pool_factory\", \"annotation\": \"\"}, \"snippet\": \" feed_job_params_to_process_pool = feed_job_params_to_process_pool_factory(\\n parameter_q, death_event, logger, verbose)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5350_C4\", \"label\": \"job_errors = RethrownJobError()\", \"type\": \"assigned_variable\", \"loc\": [5350, 5350], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9564, 0.0002, 1, 0.28, 0.902, 376, 3, 0, 0, 0, 10, 10, 1], \"semantic\": {\"name\": \"job_errors\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RethrownJobError\", \"annotation\": \"\"}, \"snippet\": \" job_errors = RethrownJobError()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5351_C4\", \"label\": \"tasks_with_errors = set()\", \"type\": \"assigned_variable\", \"loc\": [5351, 5351], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9566, 0.0002, 1, 0.28, 0.9216, 816, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"tasks_with_errors\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" tasks_with_errors = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [5359, 5554], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [7, 1, 0.9754, 0.035, 1, 0.28, 0.9412, 0, 0, 2, 0, 0, 0, 0, 70], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n\\n # for job_result in pool_func(run_pooled_job_without_exceptions,\\n # feed_job_params_to_process_pool()):\\n ii = iter(pool_func(run_pooled_job_without_exceptions, feed_job_params_to_process_pool()))\\n while 1:\\n # Use a timeout of 3 years per job..., so that the condition\\n # we are waiting for in the thread can be interrupted by\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5363_C8\", \"label\": \"ii = iter()\", \"type\": \"assigned_variable\", \"loc\": [5363, 5363], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [14, 2, 0.9587, 0.0002, 2, 0.82, 0.0, 599, 3, 1, 0, 0, 557, 10, 3], \"semantic\": {\"name\": \"ii\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"iter\", \"annotation\": \"\"}, \"snippet\": \" ii = iter(pool_func(run_pooled_job_without_exceptions, feed_job_params_to_process_pool()))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [5364, 5524], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [5, 2, 0.9732, 0.0288, 2, 0.82, 1.0, 0, 1, 0, 0, 0, 0, 0, 49], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while 1:\\n # Use a timeout of 3 years per job..., so that the condition\\n # we are waiting for in the thread can be interrupted by\\n # signals... In other words, so that Ctrl-C works\\n # Yucky part is that timeout is an extra parameter to\\n # IMapIterator.next(timeout=None) but next() for normal\\n # iterators do not take any extra parameters.\\n if pool:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5371_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5371, 5374], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [4, 3, 0.9604, 0.0007, 3, 0.61, 0.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pool:\\n job_result = ii.next(timeout=99999999)\\n else:\\n job_result = next(ii)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5372_C16\", \"label\": \"job_result = next()\", \"type\": \"assigned_variable\", \"loc\": [5372, 5372], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5371_C12\", \"vector\": [14, 4, 0.9603, 0.0002, 4, 0.27, 0.0, 706, 3, 1, 0, 0, 11, 10, 1], \"semantic\": {\"name\": \"job_result\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"next\", \"annotation\": \"\"}, \"snippet\": \" job_result = ii.next(timeout=99999999)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5374_C16\", \"label\": \"job_result = next()\", \"type\": \"assigned_variable\", \"loc\": [5374, 5374], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5371_C12\", \"vector\": [14, 4, 0.9607, 0.0002, 4, 0.27, 1.0, 706, 3, 1, 0, 0, 11, 10, 1], \"semantic\": {\"name\": \"job_result\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"next\", \"annotation\": \"\"}, \"snippet\": \" job_result = next(ii)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5376_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5376, 5376], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [8, 3, 0.961, 0.0002, 3, 0.61, 0.125, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 11, verbose, \\\"r\\\" * 80 + \\\"\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5377_C12\", \"label\": \"t = _lookup_node_from_index()\", \"type\": \"assigned_variable\", \"loc\": [5377, 5377], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [14, 3, 0.9612, 0.0002, 3, 0.61, 0.25, 15, 3, 1, 0, 0, 383, 10, 1], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"_lookup_node_from_index\", \"annotation\": \"\"}, \"snippet\": \" t = node._lookup_node_from_index(job_result.node_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5380_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5380, 5396], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [4, 3, 0.9632, 0.003, 3, 0.61, 0.375, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if job_result.state in (JOB_ERROR, JOB_SIGNALLED_BREAK):\\n log_at_level(logger, 10, verbose, \\\" JOB ERROR / JOB_SIGNALLED_BREAK: \\\" + job_result.job_name)\\n if len(job_result.unglobbed_params) > 1: # some jobs have no outputs\\n output_file_name = job_result.unglobbed_params[1]\\n # some have multiple outputs from one job\\n if not isinstance(output_file_name, list):\\n output_file_name = [output_file_name]\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5381_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5381, 5381], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5380_C12\", \"vector\": [8, 4, 0.9619, 0.0002, 4, 0.66, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" JOB ERROR / JOB_SIGNALLED_BREAK: \\\" + job_result.job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5382_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5382, 5396], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5380_C12\", \"vector\": [4, 4, 0.9634, 0.0027, 4, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_result.unglobbed_params) > 1: # some jobs have no outputs\\n output_file_name = job_result.unglobbed_params[1]\\n # some have multiple outputs from one job\\n if not isinstance(output_file_name, list):\\n output_file_name = [output_file_name]\\n #\\n # N.B. output parameters are not necessary all strings\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5383_C20\", \"label\": \"output_file_name =\", \"type\": \"assigned_variable\", \"loc\": [5383, 5383], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5382_C16\", \"vector\": [14, 5, 0.9623, 0.0002, 5, 0.09, 0.0, 297, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"output_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_file_name = job_result.unglobbed_params[1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5385_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5385, 5386], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5382_C16\", \"vector\": [4, 5, 0.9627, 0.0004, 5, 0.09, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(output_file_name, list):\\n output_file_name = [output_file_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5386_C24\", \"label\": \"output_file_name =\", \"type\": \"assigned_variable\", \"loc\": [5386, 5386], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5385_C20\", \"vector\": [14, 6, 0.9628, 0.0002, 6, 0.39, 0.0, 297, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"output_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_file_name = [output_file_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5390_C20\", \"label\": \"for o_f_n\", \"type\": \"for\", \"loc\": [5390, 5396], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5382_C16\", \"vector\": [6, 5, 0.9641, 0.0013, 5, 0.09, 1.0, 435, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"o_f_n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for o_f_n in get_strings_in_flattened_sequence(output_file_name):\\n #\\n # use paths relative to working directory\\n #\\n o_f_n = os.path.relpath(o_f_n)\\n # remove outfile from history if it exists\\n job_history.pop(o_f_n, None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5394_C24\", \"label\": \"o_f_n = relpath()\", \"type\": \"assigned_variable\", \"loc\": [5394, 5394], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5390_C20\", \"vector\": [14, 6, 0.9642, 0.0002, 6, 0.8, 0.0, 435, 3, 1, 0, 0, 104, 10, 1], \"semantic\": {\"name\": \"o_f_n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"relpath\", \"annotation\": \"\"}, \"snippet\": \" o_f_n = os.path.relpath(o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5396_C24\", \"label\": \"pop()\", \"type\": \"expression\", \"loc\": [5396, 5396], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5390_C20\", \"vector\": [8, 6, 0.9646, 0.0002, 6, 0.8, 1.0, 969, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pop\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"pop\", \"annotation\": \"\"}, \"snippet\": \" job_history.pop(o_f_n, None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5399, 5492], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [4, 3, 0.9735, 0.0168, 3, 0.61, 0.5, 0, 0, 0, 0, 0, 0, 0, 30], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if job_result.state == JOB_ERROR:\\n log_at_level(logger, 10, verbose, \\\" Exception caught for %s\\\"\\n % job_result.job_name)\\n job_errors.append(job_result.exception)\\n tasks_with_errors.add(t)\\n\\n #\\n # print to logger immediately\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5400_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5400, 5401], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [8, 4, 0.9654, 0.0004, 4, 0.57, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Exception caught for %s\\\"\\n % job_result.job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5402_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [5402, 5402], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [8, 4, 0.9657, 0.0002, 4, 0.57, 0.2, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" job_errors.append(job_result.exception)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5403_C16\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [5403, 5403], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [8, 4, 0.9659, 0.0002, 4, 0.57, 0.4, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" tasks_with_errors.add(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5408_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5408, 5410], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [4, 4, 0.9669, 0.0005, 4, 0.57, 0.6, 0, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if log_exceptions:\\n log_at_level(logger, 10, verbose, \\\" Log Exception\\\")\\n logger.error(job_errors.get_nth_exception_str())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5409_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5409, 5409], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5408_C16\", \"vector\": [8, 5, 0.9669, 0.0002, 5, 0.21, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Log Exception\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5410_C20\", \"label\": \"error()\", \"type\": \"expression\", \"loc\": [5410, 5410], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5408_C16\", \"vector\": [8, 5, 0.9671, 0.0002, 5, 0.21, 1.0, 771, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"error\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"error\", \"annotation\": \"\"}, \"snippet\": \" logger.error(job_errors.get_nth_exception_str())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5415_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5415, 5420], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [4, 4, 0.9684, 0.0011, 4, 0.57, 0.8, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_errors) >= parallelism or exceptions_terminate_immediately:\\n log_at_level(logger, 10, verbose, \\\" Break loop %s %s %s \\\"\\n % (exceptions_terminate_immediately,\\n len(job_errors), parallelism))\\n parameter_q.put(all_tasks_complete())\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5416_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5416, 5418], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5415_C16\", \"vector\": [8, 5, 0.9684, 0.0005, 5, 0.48, 0.0, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Break loop %s %s %s \\\"\\n % (exceptions_terminate_immediately,\\n len(job_errors), parallelism))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5419_C20\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [5419, 5419], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5415_C16\", \"vector\": [8, 5, 0.9687, 0.0002, 5, 0.48, 1.0, 636, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" parameter_q.put(all_tasks_complete())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5423, 5492], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5399_C12\", \"vector\": [4, 4, 0.9756, 0.0125, 4, 0.57, 1.0, 0, 0, 0, 0, 0, 0, 0, 19], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif job_result.state == JOB_SIGNALLED_BREAK:\\n job_errors.append(job_result.exception)\\n job_errors.specify_task(t, \\\"Exceptions running jobs\\\")\\n log_at_level(logger, 10, verbose, \\\" Break loop JOB_SIGNALLED_BREAK %s %s \\\"\\n % (len(job_errors), parallelism))\\n parameter_q.put(all_tasks_complete())\\n break\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5424_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [5424, 5424], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"vector\": [8, 5, 0.9696, 0.0002, 5, 0.07, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" job_errors.append(job_result.exception)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5425_C16\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [5425, 5425], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"vector\": [8, 5, 0.9698, 0.0002, 5, 0.07, 0.25, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" job_errors.specify_task(t, \\\"Exceptions running jobs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5426_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5426, 5427], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"vector\": [8, 5, 0.9701, 0.0004, 5, 0.07, 0.5, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Break loop JOB_SIGNALLED_BREAK %s %s \\\"\\n % (len(job_errors), parallelism))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5428_C16\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [5428, 5428], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"vector\": [8, 5, 0.9703, 0.0002, 5, 0.07, 0.75, 636, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" parameter_q.put(all_tasks_complete())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5432_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5432, 5492], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5423_C12\", \"vector\": [4, 5, 0.9764, 0.0109, 5, 0.07, 1.0, 0, 0, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if job_result.state == JOB_UP_TO_DATE:\\n # LOGGER: All Jobs in Out-of-date Tasks\\n log_at_level(logger, 5, verbose, \\\" %s unnecessary: already up to date\\\"\\n % job_result.job_name)\\n else:\\n # LOGGER: Out-of-date Jobs in Out-of-date Tasks\\n log_at_level(logger, 3, verbose, \\\" %s completed\\\" % job_result.job_name)\\n # save this task name and the job (input and output files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5434_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5434, 5435], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5432_C16\", \"vector\": [8, 6, 0.9715, 0.0004, 6, 0.24, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 5, verbose, \\\" %s unnecessary: already up to date\\\"\\n % job_result.job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5438_C20\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5438, 5438], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5432_C16\", \"vector\": [8, 6, 0.9721, 0.0002, 6, 0.24, 0.5, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 3, verbose, \\\" %s completed\\\" % job_result.job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5450_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5450, 5492], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5432_C16\", \"vector\": [4, 6, 0.978, 0.0077, 6, 0.24, 1.0, 0, 0, 0, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_result.unglobbed_params) > 1: # some jobs have no outputs\\n output_file_name = job_result.unglobbed_params[1]\\n # some have multiple outputs from one job\\n if not isinstance(output_file_name, list):\\n output_file_name = [output_file_name]\\n #\\n # N.B. output parameters are not necessary all strings\\n # and not all files have been successfully created,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5451_C24\", \"label\": \"output_file_name =\", \"type\": \"assigned_variable\", \"loc\": [5451, 5451], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5450_C20\", \"vector\": [14, 7, 0.9744, 0.0002, 7, 0.05, 0.0, 297, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"output_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_file_name = job_result.unglobbed_params[1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5453_C24\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5453, 5454], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5450_C20\", \"vector\": [4, 7, 0.9749, 0.0004, 7, 0.05, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(output_file_name, list):\\n output_file_name = [output_file_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5454_C28\", \"label\": \"output_file_name =\", \"type\": \"assigned_variable\", \"loc\": [5454, 5454], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5453_C24\", \"vector\": [14, 8, 0.975, 0.0002, 8, 0.65, 0.0, 297, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"output_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" output_file_name = [output_file_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5462_C24\", \"label\": \"for possible_glob_str\", \"type\": \"for\", \"loc\": [5462, 5492], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5450_C20\", \"vector\": [6, 7, 0.9791, 0.0055, 7, 0.05, 1.0, 282, 3, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"possible_glob_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for possible_glob_str in get_strings_in_flattened_sequence(output_file_name):\\n for o_f_n in glob.glob(possible_glob_str):\\n #\\n # use paths relative to working directory\\n #\\n o_f_n = os.path.relpath(o_f_n)\\n try:\\n log_at_level(logger, 10, verbose, \\\" Job History : \\\" + o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5463_C28\", \"label\": \"for o_f_n\", \"type\": \"for\", \"loc\": [5463, 5492], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5462_C24\", \"vector\": [6, 8, 0.9792, 0.0054, 8, 0.52, 0.0, 435, 3, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"o_f_n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for o_f_n in glob.glob(possible_glob_str):\\n #\\n # use paths relative to working directory\\n #\\n o_f_n = os.path.relpath(o_f_n)\\n try:\\n log_at_level(logger, 10, verbose, \\\" Job History : \\\" + o_f_n)\\n mtime = os.path.getmtime(o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5467_C32\", \"label\": \"o_f_n = relpath()\", \"type\": \"assigned_variable\", \"loc\": [5467, 5467], \"level\": 9, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5463_C28\", \"vector\": [14, 9, 0.9773, 0.0002, 9, 0.67, 0.0, 435, 3, 1, 0, 0, 104, 10, 1], \"semantic\": {\"name\": \"o_f_n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"relpath\", \"annotation\": \"\"}, \"snippet\": \" o_f_n = os.path.relpath(o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"label\": \"try\", \"type\": \"try\", \"loc\": [5468, 5492], \"level\": 9, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:For_L5463_C28\", \"vector\": [7, 9, 0.9796, 0.0045, 9, 0.67, 1.0, 0, 0, 1, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n log_at_level(logger, 10, verbose, \\\" Job History : \\\" + o_f_n)\\n mtime = os.path.getmtime(o_f_n)\\n #\\n # use probably higher resolution\\n # time.time() over mtime which might have 1 or 2s\\n # resolutions, unless there is clock skew and the\\n # filesystem time > system time (e.g. for networks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5469_C36\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5469, 5469], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [8, 10, 0.9777, 0.0002, 10, 0.25, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Job History : \\\" + o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5470_C36\", \"label\": \"mtime = getmtime()\", \"type\": \"assigned_variable\", \"loc\": [5470, 5470], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [14, 10, 0.9778, 0.0002, 10, 0.25, 0.1667, 900, 3, 1, 0, 0, 561, 10, 1], \"semantic\": {\"name\": \"mtime\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"getmtime\", \"annotation\": \"\"}, \"snippet\": \" mtime = os.path.getmtime(o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5477_C36\", \"label\": \"epoch_seconds = time()\", \"type\": \"assigned_variable\", \"loc\": [5477, 5477], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [14, 10, 0.9791, 0.0002, 10, 0.25, 0.3333, 749, 3, 0, 0, 0, 654, 10, 1], \"semantic\": {\"name\": \"epoch_seconds\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"time\", \"annotation\": \"\"}, \"snippet\": \" epoch_seconds = time.time()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5479_C36\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5479, 5486], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [4, 10, 0.9801, 0.0014, 10, 0.25, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if epoch_seconds < mtime:\\n if one_second_per_job is None and \\\\\\n not runtime_data[\\\"ONE_SECOND_PER_JOB\\\"]:\\n log_at_level(logger, 10, verbose,\\n \\\" Switch to 1s per job\\\")\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\\n elif epoch_seconds - mtime < 1.1:\\n mtime = epoch_seconds\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5480_C40\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5480, 5484], \"level\": 11, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5479_C36\", \"vector\": [4, 11, 0.98, 0.0009, 11, 0.92, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if one_second_per_job is None and \\\\\\n not runtime_data[\\\"ONE_SECOND_PER_JOB\\\"]:\\n log_at_level(logger, 10, verbose,\\n \\\" Switch to 1s per job\\\")\\n runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5482_C44\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5482, 5483], \"level\": 12, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5480_C40\", \"vector\": [8, 12, 0.9801, 0.0004, 12, 0.88, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose,\\n \\\" Switch to 1s per job\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5484_C44\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [5484, 5484], \"level\": 12, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5480_C40\", \"vector\": [14, 12, 0.9803, 0.0002, 12, 0.88, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data[\\\"ONE_SECOND_PER_JOB\\\"] = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5485_C36\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5485, 5486], \"level\": 11, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5479_C36\", \"vector\": [4, 11, 0.9806, 0.0004, 11, 0.92, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif epoch_seconds - mtime < 1.1:\\n mtime = epoch_seconds\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5486_C40\", \"label\": \"mtime =\", \"type\": \"assigned_variable\", \"loc\": [5486, 5486], \"level\": 12, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5485_C36\", \"vector\": [14, 12, 0.9807, 0.0002, 12, 0.27, 0.0, 900, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"mtime\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" mtime = epoch_seconds\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5487_C36\", \"label\": \"chksum = JobHistoryChecksum()\", \"type\": \"assigned_variable\", \"loc\": [5487, 5488], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [14, 10, 0.981, 0.0004, 10, 0.25, 0.6667, 632, 3, 4, 0, 0, 530, 10, 1], \"semantic\": {\"name\": \"chksum\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"JobHistoryChecksum\", \"annotation\": \"\"}, \"snippet\": \" chksum = JobHistoryChecksum(o_f_n, mtime,\\n job_result.unglobbed_params[2:], t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5489_C36\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [5489, 5489], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [14, 10, 0.9812, 0.0002, 10, 0.25, 0.8333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" job_history[o_f_n] = chksum\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5490_C36\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5490, 5490], \"level\": 10, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5468_C32\", \"vector\": [8, 10, 0.9814, 0.0002, 10, 0.25, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Job History Saved: \\\" + o_f_n)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5504_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5504, 5504], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [8, 3, 0.9839, 0.0002, 3, 0.61, 0.625, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" _is_up_to_date completed task & checksum...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5508_C12\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [5508, 5511], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [8, 3, 0.9849, 0.0007, 3, 0.61, 0.75, 636, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" task_with_completed_job_q.put((t,\\n job_result.task_name,\\n job_result.node_index,\\n job_result.job_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5515_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5515, 5515], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [8, 3, 0.9859, 0.0002, 3, 0.61, 0.875, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" job errors?\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5516_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5516, 5524], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:While_L5364_C8\", \"vector\": [4, 3, 0.9868, 0.0016, 3, 0.61, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_errors):\\n # parameter_q.clear()\\n # if len(job_errors) == 1 and not parameter_q._closed:\\n log_at_level(logger, 10, verbose, \\\" all tasks completed...\\\")\\n parameter_q.put(all_tasks_complete())\\n else:\\n log_at_level(logger, 10, verbose, \\\" Fill queue with more parameter...\\\")\\n fill_queue_with_job_parameters(job_parameters, parameter_q, parallelism, logger,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5519_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5519, 5519], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5516_C12\", \"vector\": [8, 4, 0.9866, 0.0002, 4, 0.13, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" all tasks completed...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5520_C16\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [5520, 5520], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5516_C12\", \"vector\": [8, 4, 0.9868, 0.0002, 4, 0.13, 0.3333, 636, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" parameter_q.put(all_tasks_complete())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5522_C16\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5522, 5522], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5516_C12\", \"vector\": [8, 4, 0.9871, 0.0002, 4, 0.13, 0.6667, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Fill queue with more parameter...\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5523_C16\", \"label\": \"fill_queue_with_job_parameters()\", \"type\": \"expression\", \"loc\": [5523, 5524], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5516_C12\", \"vector\": [8, 4, 0.9874, 0.0004, 4, 0.13, 1.0, 970, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"fill_queue_with_job_parameters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fill_queue_with_job_parameters\", \"annotation\": \"\"}, \"snippet\": \" fill_queue_with_job_parameters(job_parameters, parameter_q, parallelism, logger,\\n verbose)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5529_C8\", \"label\": \"exception_name, exception_value, exception_Traceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [5529, 5529], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [14, 2, 0.9884, 0.0002, 2, 0.82, 0.0, 577, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exception_name, exception_value, exception_Traceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exception_name, exception_value, exception_Traceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5530_C8\", \"label\": \"exception_stack = format_exc()\", \"type\": \"assigned_variable\", \"loc\": [5530, 5530], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [14, 2, 0.9886, 0.0002, 2, 0.82, 0.1, 239, 3, 0, 0, 0, 92, 10, 1], \"semantic\": {\"name\": \"exception_stack\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"format_exc\", \"annotation\": \"\"}, \"snippet\": \" exception_stack = traceback.format_exc()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5532_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [5532, 5532], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9889, 0.0002, 2, 0.82, 0.2, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" job_errors.append((None, None, exception_name, exception_value, exception_stack))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5533_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5533, 5533], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9891, 0.0002, 2, 0.82, 0.3, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Exception caught %s\\\" % (exception_value))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5534_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5534, 5534], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9893, 0.0002, 2, 0.82, 0.4, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Exception caught %s\\\" % (exception_name))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5535_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5535, 5535], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9895, 0.0002, 2, 0.82, 0.5, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Exception caught %s\\\" % (exception_stack))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5536_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5536, 5536], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9896, 0.0002, 2, 0.82, 0.6, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Get next parameter size = %d\\\" % parameter_q.qsize())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5537_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5537, 5538], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9899, 0.0004, 2, 0.82, 0.7, 709, 3, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" Task with completed \\\"\\n \\\"jobs size = %d\\\" % task_with_completed_job_q.qsize())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5539_C8\", \"label\": \"put()\", \"type\": \"expression\", \"loc\": [5539, 5539], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [8, 2, 0.9902, 0.0002, 2, 0.82, 0.8, 636, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"put\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"put\", \"annotation\": \"\"}, \"snippet\": \" parameter_q.put(all_tasks_complete())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5540_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [5540, 5543], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [7, 2, 0.9906, 0.0007, 2, 0.82, 0.9, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n death_event.clear()\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5541_C12\", \"label\": \"clear()\", \"type\": \"expression\", \"loc\": [5541, 5541], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5540_C8\", \"vector\": [8, 3, 0.9905, 0.0002, 3, 0.57, 0.0, 712, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"clear\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"clear\", \"annotation\": \"\"}, \"snippet\": \" death_event.clear()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5545, 5553], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5359_C4\", \"vector\": [4, 2, 0.992, 0.0016, 2, 0.82, 1.0, 0, 2, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pool:\\n log_at_level(logger, 10, verbose, \\\" pool.close\\\")\\n pool.close()\\n log_at_level(logger, 10, verbose, \\\" pool.terminate\\\")\\n try:\\n pool.terminate()\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5546_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5546, 5546], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"vector\": [8, 3, 0.9914, 0.0002, 3, 0.09, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.close\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5547_C12\", \"label\": \"close()\", \"type\": \"expression\", \"loc\": [5547, 5547], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"vector\": [8, 3, 0.9916, 0.0002, 3, 0.09, 0.25, 77, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"close\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"close\", \"annotation\": \"\"}, \"snippet\": \" pool.close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5548_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5548, 5548], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"vector\": [8, 3, 0.9918, 0.0002, 3, 0.09, 0.5, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.terminate\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5549_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [5549, 5552], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"vector\": [7, 3, 0.9922, 0.0007, 3, 0.09, 0.75, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n pool.terminate()\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5550_C16\", \"label\": \"terminate()\", \"type\": \"expression\", \"loc\": [5550, 5550], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5549_C12\", \"vector\": [8, 4, 0.9921, 0.0002, 4, 0.35, 0.0, 617, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"terminate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"terminate\", \"annotation\": \"\"}, \"snippet\": \" pool.terminate()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5553_C12\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5553, 5553], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5545_C8\", \"vector\": [8, 3, 0.9927, 0.0002, 3, 0.09, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.terminated\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5559, 5570], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9947, 0.0021, 1, 0.28, 0.9608, 0, 2, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if pool:\\n log_at_level(logger, 10, verbose, \\\" pool.close\\\")\\n # pool.join()\\n pool.close()\\n log_at_level(logger, 10, verbose, \\\" pool.terminate\\\")\\n # an exception may be thrown after a signal is caught (Ctrl-C)\\n # when the EventProxy(s) for death_event might be left hanging\\n try:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5560_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5560, 5560], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"vector\": [8, 2, 0.9939, 0.0002, 2, 0.22, 0.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.close\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5562_C8\", \"label\": \"close()\", \"type\": \"expression\", \"loc\": [5562, 5562], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"vector\": [8, 2, 0.9943, 0.0002, 2, 0.22, 0.25, 77, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"close\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"close\", \"annotation\": \"\"}, \"snippet\": \" pool.close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5563_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5563, 5563], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"vector\": [8, 2, 0.9945, 0.0002, 2, 0.22, 0.5, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.terminate\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5566_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [5566, 5569], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"vector\": [7, 2, 0.9953, 0.0007, 2, 0.22, 0.75, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n pool.terminate()\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5567_C12\", \"label\": \"terminate()\", \"type\": \"expression\", \"loc\": [5567, 5567], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L5566_C8\", \"vector\": [8, 3, 0.9952, 0.0002, 3, 0.91, 0.0, 617, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"terminate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"terminate\", \"annotation\": \"\"}, \"snippet\": \" pool.terminate()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5570_C8\", \"label\": \"log_at_level()\", \"type\": \"expression\", \"loc\": [5570, 5570], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5559_C4\", \"vector\": [8, 2, 0.9957, 0.0002, 2, 0.22, 1.0, 709, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log_at_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log_at_level\", \"annotation\": \"\"}, \"snippet\": \" log_at_level(logger, 10, verbose, \\\" pool.terminated\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Assign_L5573_C4\", \"label\": \"EXTRA_PIPELINERUN_DEBUGGING =\", \"type\": \"assigned_variable\", \"loc\": [5573, 5573], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [14, 1, 0.9962, 0.0002, 1, 0.28, 0.9804, 173, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"EXTRA_PIPELINERUN_DEBUGGING\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" EXTRA_PIPELINERUN_DEBUGGING = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5575_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5575, 5576], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:FunctionDef_L4960_C0\", \"vector\": [4, 1, 0.9967, 0.0004, 1, 0.28, 1.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_errors):\\n raise job_errors\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5583_C0\", \"label\": \"stat_float_times()\", \"type\": \"expression\", \"loc\": [5583, 5583], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.998, 0.0002, 0, 0.66, 0.9903, 961, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"stat_float_times\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"stat_float_times\", \"annotation\": \"\"}, \"snippet\": \"os.stat_float_times(True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5586_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5586, 5594], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.9993, 0.0016, 0, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n import unittest\\n\\n #\\n # debug parameter ignored if called as a module\\n #\\n if sys.argv.count(\\\"--debug\\\"):\\n sys.argv.remove(\\\"--debug\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L5587_C4\", \"label\": \"unittest import unittest\", \"type\": \"import\", \"loc\": [5587, 5587], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5586_C0\", \"vector\": [1, 1, 0.9987, 0.0002, 1, 0.29, 0.0, 88, 0, 1, 0, 0, 88, 0, 0], \"semantic\": {\"name\": \"unittest\", \"arg_names\": [], \"import_names\": [\"unittest\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import unittest\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5592_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5592, 5593], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5586_C0\", \"vector\": [4, 1, 0.9997, 0.0004, 1, 0.29, 0.5, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if sys.argv.count(\\\"--debug\\\"):\\n sys.argv.remove(\\\"--debug\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5593_C8\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [5593, 5593], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5592_C4\", \"vector\": [8, 2, 0.9998, 0.0002, 2, 0.18, 0.0, 185, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" sys.argv.remove(\\\"--debug\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5594_C4\", \"label\": \"main()\", \"type\": \"expression\", \"loc\": [5594, 5594], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5586_C0\", \"vector\": [8, 1, 1.0, 0.0002, 1, 0.29, 1.0, 624, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"main\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"main\", \"annotation\": \"\"}, \"snippet\": \" unittest.main()\"}]"},"connections":{"kind":"string","value":"[{\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L5_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L6_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L101_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L103_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L111_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L112_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Try_L111_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L114_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82402:If_L118_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82402:Import_L119_C4\"}, {\"f\": 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\"ajibawa-2023/Python-Code-Large/train/row_82402:Expr_L5594_C4\"}]"}}},{"rowIdx":74693,"cells":{"code":{"kind":"string","value":"#!/usr/bin/env python\n################################################################################\n#\n# print_dependencies.py\n#\n#\n# Copyright (c) 10/9/2009 Leo Goodstadt\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\"\"\"\n print_dependencies.py\n\n provides support for dependency trees\n\n\"\"\"\n\n#\n# Number of pre-canned colour schemes\n#\nCNT_COLOUR_SCHEMES = 8\n\n\nimport types\nfrom .adjacent_pairs_iterate import adjacent_pairs_iterate\nfrom collections import defaultdict\ndef _get_name (node):\n \"\"\"\n Get name for node\n use display_name or _name\n \"\"\"\n if hasattr(node, \"display_name\"):\n return node.display_name\n elif hasattr(node, \"_name\"):\n return node._name\n else:\n raise Exception(\"Unknown node type [%s] has neither _name or display_name\" % str(node))\n\n#_________________________________________________________________________________________\n\n# Helper functions for dot format\n\n#_________________________________________________________________________________________\ndef attributes_to_str (attributes, name):\n \"\"\"\n helper function for dot format\n turns dictionary into a=b, c=d...\n \"\"\"\n\n # remove ugly __main__. qualifier\n name = name.replace(\"__main__.\", \"\")\n\n # if a label is specified, that overrides the node name\n if \"label\" not in attributes:\n attributes[\"label\"] = name\n\n # remove any quotes\n if attributes[\"label\"][0] == '<':\n attributes[\"label\"] = attributes[\"label\"][1:-1]\n html_label = True\n else:\n html_label = False\n if attributes[\"label\"][0] == '\"':\n attributes[\"label\"] = attributes[\"label\"][1:-1]\n\n # add suffix / prefix\n if \"label_prefix\" in attributes:\n attributes[\"label\"] = attributes[\"label_prefix\"] + attributes[\"label\"]\n del attributes[\"label_prefix\"]\n if \"label_suffix\" in attributes:\n attributes[\"label\"] = attributes[\"label\"] + attributes[\"label_suffix\"]\n del attributes[\"label_suffix\"]\n\n # restore quotes\n if html_label:\n attributes[\"label\"] = '<' + attributes[\"label\"] + '>'\n else:\n attributes[\"label\"] = '\"' + attributes[\"label\"] + '\"'\n\n # support for html labels\n #if \"<\" in name and \">\" in name:\n # attributes[\"label\"] = '<' + name + '>'\n #else:\n # attributes[\"label\"] = '\"' + name + '\"'\n\n return \"[\" + \", \".join (\"%s=%s\" % (k,v) for k,v in sorted(attributes.items())) + \"];\\n\"\n\n\n\n#_________________________________________________________________________________________\n#\n# get_arrow_str_for_legend_key\n#_________________________________________________________________________________________\ndef get_arrow_str_for_legend_key (from_task_type, to_task_type, n1, n2, colour_scheme):\n \"\"\"\n Get dot format for arrows inside legend key\n \"\"\"\n if \"Vicious cycle\" in (from_task_type, to_task_type):\n return (\"%s -> %s[color=%s, arrowtype=normal];\\n\" % (n1, n2, colour_scheme[\"Vicious cycle\"][\"linecolor\"]) +\n \"%s -> %s[color=%s, arrowtype=normal];\\n\" % (n2, n1, colour_scheme[\"Vicious cycle\"][\"linecolor\"]))\n if from_task_type in (\"Final target\", \"Task to run\",\n \"Up-to-date task forced to rerun\",\n \"Explicitly specified task\"):\n return \"%s -> %s[color=%s, arrowtype=normal];\\n\" % (n1, n2, colour_scheme[\"Task to run\"][\"linecolor\"])\n elif from_task_type in (\"Up-to-date task\", \"Down stream\",\"Up-to-date Final target\"):\n return \"%s -> %s[color=%s, arrowtype=normal];\\n\" % (n1, n2, colour_scheme[\"Up-to-date\"][\"linecolor\"])\n #\n # shouldn't be here!!\n #\n else:\n return \"%s -> %s[color=%s, arrowtype=normal];\\n\" % (n1, n2, colour_scheme[\"Up-to-date\"][\"linecolor\"])\n\n\n#_________________________________________________________________________________________\n#\n# get_default_colour_scheme\n#_________________________________________________________________________________________\ndef get_default_colour_scheme(default_colour_scheme_index = 0):\n \"\"\"\n A selection of default colour schemes \"inspired\" by entries in\n http://kuler.adobe.com/#create/fromacolor\n \"\"\"\n\n if default_colour_scheme_index ==0:\n bluey_outline = '\"#0044A0\"'\n bluey = '\"#EBF3FF\"'\n greeny_outline = '\"#006000\"'\n greeny = '\"#B8CC6E\"'\n orangey = '\"#EFA03B\"'\n orangey_outline= greeny_outline\n ruddy = '\"#FF3232\"'\n elif default_colour_scheme_index ==1:\n bluey_outline = '\"#000DDF\"'\n bluey = 'transparent'\n greeny_outline = '\"#4B8C2E\"'\n greeny = '\"#9ED983\"'\n orangey = '\"#D98100\"'\n orangey_outline= '\"#D9D911\"'\n ruddy = '\"#D93611\"'\n elif default_colour_scheme_index ==2:\n bluey_outline = '\"#4A64A5\"'\n bluey = 'transparent'\n greeny_outline = '\"#4A92A5\"'\n greeny = '\"#99D1C1\"'\n orangey = '\"#D2C24A\"'\n orangey_outline= greeny_outline\n ruddy = '\"#A54A64\"'\n elif default_colour_scheme_index ==3:\n bluey_outline = '\"#BFB5FF\"'\n bluey = 'transparent'\n greeny_outline = '\"#7D8A2E\"'\n greeny = '\"#C9D787\"'\n orangey = '\"#FFF1DC\"'\n orangey_outline= greeny_outline\n ruddy = '\"#FF3E68\"'\n elif default_colour_scheme_index ==4:\n bluey_outline = '\"#004460\"'\n bluey = 'transparent'\n greeny_outline = '\"#4B6000\"'\n greeny = '\"#B8CC6E\"'\n orangey = '\"#FFF0A3\"'\n orangey_outline= greeny_outline\n ruddy = '\"#F54F29\"'\n elif default_colour_scheme_index ==5:\n bluey_outline = '\"#1122FF\"'\n bluey = '\"#AABBFF\"'\n greeny_outline = '\"#007700\"'\n greeny = '\"#44FF44\"'\n orangey = '\"#EFA03B\"'\n orangey_outline= '\"#FFCC3B\"'\n ruddy = '\"#FF0000\"'\n elif default_colour_scheme_index ==6:\n bluey_outline = '\"#0044A0\"'\n bluey = '\"#EBF3FF\"'\n greeny_outline = 'black'\n greeny = '\"#6cb924\"'\n orangey = '\"#ece116\"'\n orangey_outline= greeny_outline\n ruddy = '\"#FF3232\"'\n else:\n bluey_outline = '\"#87BAE4\"'\n bluey = 'transparent'\n greeny_outline = '\"#87B379\"'\n greeny = '\"#D3FAE3\"'\n orangey = '\"#FDBA40\"'\n orangey_outline= greeny_outline\n ruddy = '\"#b9495e\"'\n default_colour_scheme = defaultdict(dict)\n default_colour_scheme[\"Vicious cycle\"][\"linecolor\"] = ruddy\n default_colour_scheme[\"Pipeline\"][\"fontcolor\"] = ruddy\n default_colour_scheme[\"Key\"][\"fontcolor\"] = \"black\"\n default_colour_scheme[\"Key\"][\"fillcolor\"] = '\"#F6F4F4\"'\n default_colour_scheme[\"Task to run\"][\"linecolor\"] = bluey_outline\n default_colour_scheme[\"Up-to-date\"][\"linecolor\"] = \"gray\"\n default_colour_scheme[\"Final target\"][\"fillcolor\"] = orangey\n default_colour_scheme[\"Final target\"][\"fontcolor\"] = \"black\"\n default_colour_scheme[\"Final target\"][\"color\"] = \"black\"\n default_colour_scheme[\"Final target\"][\"dashed\"] = 0\n default_colour_scheme[\"Vicious cycle\"][\"fillcolor\"] = ruddy\n default_colour_scheme[\"Vicious cycle\"][\"fontcolor\"] = 'white'\n default_colour_scheme[\"Vicious cycle\"][\"color\"] = \"white\"\n default_colour_scheme[\"Vicious cycle\"][\"dashed\"] = 0\n default_colour_scheme[\"Up-to-date task\"][\"fillcolor\"] = greeny\n default_colour_scheme[\"Up-to-date task\"][\"fontcolor\"] = greeny_outline\n default_colour_scheme[\"Up-to-date task\"][\"color\"] = greeny_outline\n default_colour_scheme[\"Up-to-date task\"][\"dashed\"] = 0\n default_colour_scheme[\"Down stream\"][\"fillcolor\"] = \"white\"\n default_colour_scheme[\"Down stream\"][\"fontcolor\"] = \"gray\"\n default_colour_scheme[\"Down stream\"][\"color\"] = \"gray\"\n default_colour_scheme[\"Down stream\"][\"dashed\"] = 0\n default_colour_scheme[\"Explicitly specified task\"][\"fillcolor\"] = \"transparent\"\n default_colour_scheme[\"Explicitly specified task\"][\"fontcolor\"] = \"black\"\n default_colour_scheme[\"Explicitly specified task\"][\"color\"] = \"black\"\n default_colour_scheme[\"Explicitly specified task\"][\"dashed\"] = 0\n default_colour_scheme[\"Task to run\"][\"fillcolor\"] = bluey\n default_colour_scheme[\"Task to run\"][\"fontcolor\"] = bluey_outline\n default_colour_scheme[\"Task to run\"][\"color\"] = bluey_outline\n default_colour_scheme[\"Task to run\"][\"dashed\"] = 0\n default_colour_scheme[\"Up-to-date task forced to rerun\"][\"fillcolor\"] = 'transparent'\n default_colour_scheme[\"Up-to-date task forced to rerun\"][\"fontcolor\"] = bluey_outline\n default_colour_scheme[\"Up-to-date task forced to rerun\"][\"color\"] = bluey_outline\n default_colour_scheme[\"Up-to-date task forced to rerun\"][\"dashed\"] = 1\n default_colour_scheme[\"Up-to-date Final target\"][\"fillcolor\"] = orangey\n default_colour_scheme[\"Up-to-date Final target\"][\"fontcolor\"] = orangey_outline\n default_colour_scheme[\"Up-to-date Final target\"][\"color\"] = orangey_outline\n default_colour_scheme[\"Up-to-date Final target\"][\"dashed\"] = 0\n\n\n\n if default_colour_scheme_index ==6:\n default_colour_scheme[\"Vicious cycle\"][\"fontcolor\"] = 'black'\n default_colour_scheme[\"Task to run\"][\"fillcolor\"] = '\"#5f52ee\"'\n default_colour_scheme[\"Task to run\"][\"fontcolor\"] = \"lightgrey\"\n default_colour_scheme[\"Up-to-date Final target\"][\"fontcolor\"] = '\"#EFA03B\"'\n\n return default_colour_scheme\n\n\n#_________________________________________________________________________________________\n#\n# get_dot_format_for_task_type\n#_________________________________________________________________________________________\ndef get_dot_format_for_task_type (task_type, attributes, colour_scheme, used_formats):\n \"\"\"\n Look up appropriate colour and style for each type of task\n \"\"\"\n used_formats.add(task_type)\n for color_type in (\"fontcolor\", \"fillcolor\", \"color\"):\n attributes[color_type] = colour_scheme[task_type][color_type]\n attributes[\"style\"]=\"filled\"\n if colour_scheme[task_type][\"dashed\"]:\n attributes[\"style\"]=\"dashed\"\n\n\n#_________________________________________________________________________________________\n#\n# write_legend_key\n#_________________________________________________________________________________________\ndef write_legend_key (stream, used_task_types, minimal_key_legend, colour_scheme, key_name = \"Key:\", subgraph_index = 1):\n \"\"\"\n Write legend/key to dependency tree graph\n \"\"\"\n if not len(used_task_types):\n return\n\n\n stream.write( 'subgraph clusterkey%d\\n' % subgraph_index)\n stream.write( '{\\n')\n\n stream.write( 'rank=\"min\";\\n')\n stream.write( 'style=filled;\\n')\n stream.write( 'fontsize=20;\\n')\n stream.write( 'color=%s;\\n' % (colour_scheme[\"Key\"][\"fillcolor\"]))\n stream.write( 'label = \"%s\";\\n' % key_name)\n stream.write( 'fontcolor = %s;' % (colour_scheme[\"Key\"][\"fontcolor\"]))\n stream.write( 'node[margin=\"0.2,0.2\", fontsize=\"14\"];\\n')\n\n\n #\n # Only include used task types\n #\n all_task_types = [\n \"Vicious cycle\" ,\n \"Down stream\" ,\n \"Up-to-date task\" ,\n \"Explicitly specified task\" ,\n \"Task to run\" ,\n \"Up-to-date task forced to rerun\" ,\n \"Up-to-date Final target\" ,\n \"Final target\" ,]\n if not minimal_key_legend:\n used_task_types |= set(all_task_types)\n wrapped_task_types = [\n \"Vicious cycle\" ,\n \"Down stream\" ,\n \"Up-to-date task\" ,\n \"Explicitly specified task\" ,\n \"Task to run\" ,\n \"Up-to-date task\\\\nforced to rerun\" ,\n \"Up-to-date\\\\nFinal target\" ,\n \"Final target\" ,]\n wrapped_task_types = dict(zip(all_task_types, wrapped_task_types))\n\n\n def outputkey (key, task_type, stream):\n ignore_used_task_types = set()\n attributes = dict()\n attributes[\"shape\"]=\"box3d\"\n #attributes[\"shape\"] = \"rect\"\n get_dot_format_for_task_type (task_type, attributes, colour_scheme, ignore_used_task_types)\n #attributes[\"fontsize\"] = '15'\n stream.write(key + attributes_to_str(attributes, wrapped_task_types[task_type]))\n\n\n sorted_used_task_types = []\n for t in all_task_types:\n if t in used_task_types:\n sorted_used_task_types.append(t)\n\n # print first key type\n outputkey(\"k1_%d\" % subgraph_index, sorted_used_task_types[0], stream)\n\n for i, (from_task_type, to_task_type) in enumerate(adjacent_pairs_iterate(sorted_used_task_types)):\n from_key = 'k%d_%d' % (i + 1, subgraph_index)\n to_key = 'k%d_%d' % (i + 2, subgraph_index)\n # write key\n outputkey(to_key, to_task_type, stream)\n # connection between keys\n stream.write(get_arrow_str_for_legend_key (from_task_type, to_task_type, from_key, to_key, colour_scheme))\n\n\n stream.write(\"}\\n\")\n\n\n#_________________________________________________________________________________________\n\n# write_colour_scheme_demo_in_dot_format\n\n#_________________________________________________________________________________________\ndef write_colour_scheme_demo_in_dot_format(stream):\n \"\"\"\n Write all the colour schemes in different colours\n \"\"\"\n stream.write( 'digraph \"Colour schemes\"\\n{\\n')\n stream.write( 'size=\"8,11\";\\n')\n stream.write( 'splines=true;\\n')\n stream.write( 'fontsize=\"30\";\\n')\n stream.write( 'ranksep = 0.3;\\n')\n stream.write( 'node[fontsize=\"20\"];\\n')\n for colour_scheme_index in range(CNT_COLOUR_SCHEMES):\n colour_scheme = get_default_colour_scheme(colour_scheme_index)\n write_legend_key (stream, set(\"test\"), False, colour_scheme, \"Colour Scheme %d\" % colour_scheme_index, colour_scheme_index)\n stream.write(\"}\\n\")\n\n\n#_________________________________________________________________________________________\n\n# write_flowchart_in_dot_format\n\n#_________________________________________________________________________________________\ndef write_flowchart_in_dot_format( jobs_to_run,\n up_to_date_jobs,\n dag_violating_edges,\n dag_violating_nodes,\n stream,\n target_jobs,\n forced_to_run_jobs = [],\n all_jobs = None,\n vertical = True,\n skip_uptodate_tasks = False,\n no_key_legend = False,\n minimal_key_legend = True,\n user_colour_scheme = None,\n pipeline_name = \"Pipeline:\"):\n \"\"\"\n jobs_to_run = pipeline jobs which are not up to date or have dependencies\n which are not up to date\n\n vertical = print flowchart vertically\n minimal_key_legend = only print used task types in key legend\n user_colour_scheme = dictionary for overriding default colours\n Colours can be names e.g. \"black\" or quoted hex e.g. '\"#F6F4F4\"'\n Default values will be used unless specified\n\n key = \"colour_scheme_index\": index of default colour scheme\n key = \"Final target\"\n \"Explicitly specified task\"\n \"Task to run\"\n \"Down stream\"\n \"Up-to-date Final target\"\n \"Up-to-date task forced to rerun\"\n \"Up-to-date task\"\n \"Vicious cycle\"\n Specifies colours for each task type\n\n Subkey = \"fillcolor\"\n \"fontcolor\"\n \"color\"\n \"dashed\" = 0/1\n\n\n key = \"Vicious cycle\"\n \"Task to run\"\n \"Up-to-date\"\n\n Subkey = \"linecolor\"\n Specifying colours for arrows between tasks\n\n key = \"Pipeline\"\n\n Subkey = \"fontcolor\"\n Specifying flowchart title colour\n\n key = \"Key\"\n\n Subkey = \"fontcolor\"\n \"fillcolor\"\n Specifies legend colours\n \"\"\"\n if user_colour_scheme is None:\n colour_scheme = get_default_colour_scheme()\n else:\n if \"colour_scheme_index\" in user_colour_scheme:\n colour_scheme_index = user_colour_scheme[\"colour_scheme_index\"]\n else:\n colour_scheme_index = 0\n colour_scheme = get_default_colour_scheme(colour_scheme_index)\n for k, v in user_colour_scheme.items():\n if k not in colour_scheme:\n continue\n if isinstance(v, dict):\n colour_scheme[k].update(v)\n else:\n colour_scheme[k] = v\n\n up_to_date_jobs = set(up_to_date_jobs)\n\n #\n # cases where child points back to ancestor\n #\n dag_violating_dependencies = set(dag_violating_edges)\n\n\n\n stream.write( 'digraph \"%s\"\\n{\\n' % pipeline_name)\n stream.write( 'size=\"8,11\";\\n')\n stream.write( 'splines=true;\\n')\n stream.write( 'fontsize=\"30\";\\n')\n stream.write( 'ranksep = 0.3;\\n')\n stream.write( 'node[fontsize=\"20\"];\\n')\n stream.write( 'graph[clusterrank=\"local\"];\\n')\n\n if not vertical:\n stream.write( 'rankdir=\"LR\";\\n')\n stream.write( 'subgraph clustertasks\\n'\n \"{\\n\")\n stream.write( 'rank=\"min\";\\n')\n stream.write( 'fontcolor = %s;\\n' % colour_scheme[\"Pipeline\"][\"fontcolor\"])\n stream.write( 'label = \"%s\";\\n' % pipeline_name)\n #if vertical:\n # stream.write( 'edge[minlen=2];\\n')\n delayed_task_strings = list()\n vicious_cycle_task_strings = list()\n\n #\n # all jobs should be specified\n # this is a bad fall-back\n # because there is no guarantee that we are printing what we want to print\n if all_jobs is None:\n all_jobs = node.all_nodes\n\n\n used_task_types = set()\n\n #\n # defined duplicately in graph. Bad practice\n #\n _one_to_one = 0\n _many_to_many = 1\n _one_to_many = 2\n _many_to_one = 3\n\n for n in all_jobs:\n attributes = dict()\n attributes[\"shape\"]=\"box3d\"\n #attributes[\"shape\"] = \"rect\"\n if hasattr(n, \"single_multi_io\"):\n if n.single_multi_io == _one_to_many:\n attributes[\"shape\"] = \"house\"\n attributes[\"peripheries\"] = 2\n elif n.single_multi_io == _many_to_one:\n attributes[\"shape\"] = \"invhouse\"\n attributes[\"height\"] = 1.1\n attributes[\"peripheries\"] = 2\n\n #\n # circularity violating DAG: highlight in red\n #\n if n in dag_violating_nodes:\n get_dot_format_for_task_type (\"Vicious cycle\", attributes, colour_scheme, used_task_types)\n vicious_cycle_task_strings.append('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\n #\n # these jobs will be run\n #\n elif n in jobs_to_run:\n\n #\n # up to date but forced to run: outlined in blue\n #\n if n in forced_to_run_jobs:\n get_dot_format_for_task_type (\"Explicitly specified task\", attributes, colour_scheme, used_task_types)\n\n #\n # final target: outlined in orange\n #\n elif n in target_jobs:\n get_dot_format_for_task_type(\"Final target\", attributes, colour_scheme, used_task_types)\n\n #\n # up to date dependency but forced to run: outlined in green\n #\n elif n in up_to_date_jobs:\n get_dot_format_for_task_type (\"Up-to-date task forced to rerun\" , attributes, colour_scheme, used_task_types)\n\n else:\n get_dot_format_for_task_type (\"Task to run\", attributes, colour_scheme, used_task_types)\n\n #\n # graphviz attributes override other definitions\n # presume the user knows what she is doing!\n #\n if(hasattr(n,'graphviz_attributes')):\n for k in n.graphviz_attributes:\n attributes[k]=n.graphviz_attributes[k]\n stream.write('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\n\n else:\n #\n # these jobs are up to date and will not be re-run\n #\n\n if not skip_uptodate_tasks:\n if n in target_jobs:\n get_dot_format_for_task_type (\"Up-to-date Final target\" , attributes, colour_scheme, used_task_types)\n\n elif n in up_to_date_jobs:\n get_dot_format_for_task_type (\"Up-to-date task\" , attributes, colour_scheme, used_task_types)\n\n #\n # these jobs will be ignored: gray with gray dependencies\n #\n else:\n get_dot_format_for_task_type (\"Down stream\" , attributes, colour_scheme, used_task_types)\n delayed_task_strings.append('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\n for o in n._get_inward():\n delayed_task_strings.append('t%d -> t%d[color=%s, arrowtype=normal];\\n' % (o._node_index, n._node_index, colour_scheme[\"Up-to-date\"][\"linecolor\"]))\n continue\n\n #\n # graphviz attributes override other definitions\n # presume the user knows what she is doing!\n #\n if(hasattr(n,'graphviz_attributes')):\n for k in n.graphviz_attributes:\n attributes[k]=n.graphviz_attributes[k]\n stream.write('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\n\n #\n # write edges\n #\n unconstrained = False\n for o in sorted(n._get_inward(), reverse=True, key = lambda x: x._node_index):\n #\n # circularity violating DAG: highlight in red: should never be a constraint\n # in drawing the graph\n #\n if (n, o) in dag_violating_dependencies:\n constraint_str = \", constraint=false\" if o._node_index > n._node_index else \"\"\n vicious_cycle_task_strings.append('t%d -> t%d[color=%s %s];\\n' % (o._node_index, n._node_index, colour_scheme[\"Vicious cycle\"][\"linecolor\"], constraint_str))\n continue\n elif not o in jobs_to_run or not n in jobs_to_run:\n if not skip_uptodate_tasks:\n edge_str = 't%d -> t%d[color=%s, arrowtype=normal];\\n' % (o._node_index, n._node_index, colour_scheme[\"Up-to-date\"][\"linecolor\"])\n if unconstrained:\n delayed_task_strings.append(edge_str)\n else:\n stream.write(edge_str)\n else:\n stream.write('t%d -> t%d[color=%s];\\n' % (o._node_index, n._node_index, colour_scheme[\"Task to run\"][\"linecolor\"]))\n unconstrained = True\n\n for l in delayed_task_strings:\n stream.write(l)\n\n #\n # write vicious cycle at end so not constraint in drawing graph\n #\n for l in vicious_cycle_task_strings:\n stream.write(l)\n stream.write( '}\\n')\n\n\n if not no_key_legend:\n write_legend_key (stream, used_task_types, minimal_key_legend, colour_scheme)\n stream.write(\"}\\n\")\n\n\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82403"},"node_count":{"kind":"number","value":300,"string":"300"},"total_lines":{"kind":"number","value":623,"string":"623"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L27_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [27, 32], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.0474, 0.0096, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"\\\"\\\"\\\"\\n print_dependencies.py\\n\\n provides support for dependency trees\\n\\n\\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L37_C0\", \"label\": \"CNT_COLOUR_SCHEMES =\", \"type\": \"assigned_variable\", \"loc\": [37, 37], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0594, 0.0016, 0, 0.66, 0.0833, 682, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CNT_COLOUR_SCHEMES\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CNT_COLOUR_SCHEMES = 8\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Import_L40_C0\", \"label\": \"types import types\", \"type\": \"import\", \"loc\": [40, 40], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0642, 0.0016, 0, 0.66, 0.1667, 209, 0, 1, 0, 0, 209, 0, 0], \"semantic\": {\"name\": \"types\", \"arg_names\": [], \"import_names\": [\"types\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import types\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:ImportFrom_L41_C0\", \"label\": \"from adjacent_pairs_iterate import adjacent_pairs_iterate\", \"type\": \"import\", \"loc\": [41, 41], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0658, 0.0016, 0, 0.66, 0.25, 864, 0, 1, 0, 0, 864, 0, 0], \"semantic\": {\"name\": \"adjacent_pairs_iterate\", \"arg_names\": [], \"import_names\": [\"adjacent_pairs_iterate\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .adjacent_pairs_iterate import adjacent_pairs_iterate\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:ImportFrom_L42_C0\", \"label\": \"from collections import defaultdict\", \"type\": \"import\", \"loc\": [42, 42], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0674, 0.0016, 0, 0.66, 0.3333, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"defaultdict\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from collections import defaultdict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0\", \"label\": \"_get_name\", \"type\": \"function\", \"loc\": [43, 53], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.077, 0.0177, 0, 0.66, 0.4167, 340, 0, 1, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"_get_name\", \"arg_names\": [\"node\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def _get_name (node):\\n \\\"\\\"\\\"\\n Get name for node\\n use display_name or _name\\n \\\"\\\"\\\"\\n if hasattr(node, \\\"display_name\\\"):\\n return node.display_name\\n elif hasattr(node, \\\"_name\\\"):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L44_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [44, 47], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0\", \"vector\": [8, 1, 0.073, 0.0064, 1, 0.14, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Get name for node\\n use display_name or _name\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [48, 53], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0\", \"vector\": [4, 1, 0.0811, 0.0096, 1, 0.14, 1.0, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if hasattr(node, \\\"display_name\\\"):\\n return node.display_name\\n elif hasattr(node, \\\"_name\\\"):\\n return node._name\\n else:\\n raise Exception(\\\"Unknown node type [%s] has neither _name or display_name\\\" % str(node))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L49_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [49, 49], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\", \"vector\": [13, 2, 0.0787, 0.0016, 2, 0.95, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return node.display_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L50_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [50, 53], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\", \"vector\": [4, 2, 0.0827, 0.0064, 2, 0.95, 1.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif hasattr(node, \\\"_name\\\"):\\n return node._name\\n else:\\n raise Exception(\\\"Unknown node type [%s] has neither _name or display_name\\\" % str(node))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L51_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [51, 51], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L50_C4\", \"vector\": [13, 3, 0.0819, 0.0016, 3, 0.91, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return node._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"label\": \"attributes_to_str\", \"type\": \"function\", \"loc\": [60, 102], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.13, 0.069, 0, 0.66, 0.5, 38, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"attributes_to_str\", \"arg_names\": [\"attributes\", \"name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def attributes_to_str (attributes, name):\\n \\\"\\\"\\\"\\n helper function for dot format\\n turns dictionary into a=b, c=d...\\n \\\"\\\"\\\"\\n\\n # remove ugly __main__. qualifier\\n name = name.replace(\\\"__main__.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L61_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [61, 64], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [8, 1, 0.1003, 0.0064, 1, 0.24, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n helper function for dot format\\n turns dictionary into a=b, c=d...\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L67_C4\", \"label\": \"name = replace()\", \"type\": \"assigned_variable\", \"loc\": [67, 67], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [14, 1, 0.1075, 0.0016, 1, 0.24, 0.1429, 57, 3, 2, 0, 0, 293, 10, 1], \"semantic\": {\"name\": \"name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"replace\", \"annotation\": \"\"}, \"snippet\": \" name = name.replace(\\\"__main__.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L70_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [70, 71], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [4, 1, 0.1132, 0.0032, 1, 0.24, 0.2857, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"label\\\" not in attributes:\\n attributes[\\\"label\\\"] = name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L71_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [71, 71], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L70_C4\", \"vector\": [14, 2, 0.114, 0.0016, 2, 0.32, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L74_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [74, 80], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [4, 1, 0.1236, 0.0112, 1, 0.24, 0.4286, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if attributes[\\\"label\\\"][0] == '<':\\n attributes[\\\"label\\\"] = attributes[\\\"label\\\"][1:-1]\\n html_label = True\\n else:\\n html_label = False\\n if attributes[\\\"label\\\"][0] == '\\\"':\\n attributes[\\\"label\\\"] = attributes[\\\"label\\\"][1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L75_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [75, 75], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L74_C4\", \"vector\": [14, 2, 0.1204, 0.0016, 2, 0.6, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = attributes[\\\"label\\\"][1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L76_C8\", \"label\": \"html_label =\", \"type\": \"assigned_variable\", \"loc\": [76, 76], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L74_C4\", \"vector\": [14, 2, 0.122, 0.0016, 2, 0.6, 0.3333, 939, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"html_label\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" html_label = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L78_C8\", \"label\": \"html_label =\", \"type\": \"assigned_variable\", \"loc\": [78, 78], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L74_C4\", \"vector\": [14, 2, 0.1252, 0.0016, 2, 0.6, 0.6667, 939, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"html_label\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" html_label = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L79_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [79, 80], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L74_C4\", \"vector\": [4, 2, 0.1276, 0.0032, 2, 0.6, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if attributes[\\\"label\\\"][0] == '\\\"':\\n attributes[\\\"label\\\"] = attributes[\\\"label\\\"][1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L80_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [80, 80], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L79_C8\", \"vector\": [14, 3, 0.1284, 0.0016, 3, 0.36, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = attributes[\\\"label\\\"][1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L83_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [83, 85], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [4, 1, 0.1348, 0.0048, 1, 0.24, 0.5714, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"label_prefix\\\" in attributes:\\n attributes[\\\"label\\\"] = attributes[\\\"label_prefix\\\"] + attributes[\\\"label\\\"]\\n del attributes[\\\"label_prefix\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L84_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [84, 84], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L83_C4\", \"vector\": [14, 2, 0.1348, 0.0016, 2, 0.06, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = attributes[\\\"label_prefix\\\"] + attributes[\\\"label\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L86_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [86, 88], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [4, 1, 0.1396, 0.0048, 1, 0.24, 0.7143, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"label_suffix\\\" in attributes:\\n attributes[\\\"label\\\"] = attributes[\\\"label\\\"] + attributes[\\\"label_suffix\\\"]\\n del attributes[\\\"label_suffix\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L87_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [87, 87], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L86_C4\", \"vector\": [14, 2, 0.1396, 0.0016, 2, 0.2, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = attributes[\\\"label\\\"] + attributes[\\\"label_suffix\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L91_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [91, 94], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [4, 1, 0.1485, 0.0064, 1, 0.24, 0.8571, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if html_label:\\n attributes[\\\"label\\\"] = '<' + attributes[\\\"label\\\"] + '>'\\n else:\\n attributes[\\\"label\\\"] = '\\\"' + attributes[\\\"label\\\"] + '\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L92_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [92, 92], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L91_C4\", \"vector\": [14, 2, 0.1477, 0.0016, 2, 0.55, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = '<' + attributes[\\\"label\\\"] + '>'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L94_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [94, 94], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L91_C4\", \"vector\": [14, 2, 0.1509, 0.0016, 2, 0.55, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"label\\\"] = '\\\"' + attributes[\\\"label\\\"] + '\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L102_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [102, 102], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"vector\": [13, 1, 0.1637, 0.0016, 1, 0.24, 1.0, 0, 4, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"[\\\" + \\\", \\\".join (\\\"%s=%s\\\" % (k,v) for k,v in sorted(attributes.items())) + \\\"];\\\\n\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L110_C0\", \"label\": \"get_arrow_str_for_legend_key\", \"type\": \"function\", \"loc\": [110, 127], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1902, 0.0289, 0, 0.66, 0.5833, 379, 0, 5, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"get_arrow_str_for_legend_key\", \"arg_names\": [\"from_task_type\", \"to_task_type\", \"n1\", \"n2\", \"colour_scheme\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_arrow_str_for_legend_key (from_task_type, to_task_type, n1, n2, colour_scheme):\\n \\\"\\\"\\\"\\n Get dot format for arrows inside legend key\\n \\\"\\\"\\\"\\n if \\\"Vicious cycle\\\" in (from_task_type, to_task_type):\\n return (\\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]) +\\n \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n2, n1, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]))\\n if from_task_type in (\\\"Final target\\\", \\\"Task to run\\\",\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L111_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [111, 113], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L110_C0\", \"vector\": [8, 1, 0.1798, 0.0048, 1, 0.19, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Get dot format for arrows inside legend key\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L114_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [114, 116], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L110_C0\", \"vector\": [4, 1, 0.1846, 0.0048, 1, 0.19, 0.5, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"Vicious cycle\\\" in (from_task_type, to_task_type):\\n return (\\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]) +\\n \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n2, n1, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L115_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [115, 116], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L114_C4\", \"vector\": [13, 2, 0.1854, 0.0032, 2, 0.56, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return (\\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]) +\\n \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n2, n1, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L117_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [117, 127], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L110_C0\", \"vector\": [4, 1, 0.1958, 0.0177, 1, 0.19, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if from_task_type in (\\\"Final target\\\", \\\"Task to run\\\",\\n \\\"Up-to-date task forced to rerun\\\",\\n \\\"Explicitly specified task\\\"):\\n return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Task to run\\\"][\\\"linecolor\\\"])\\n elif from_task_type in (\\\"Up-to-date task\\\", \\\"Down stream\\\",\\\"Up-to-date Final target\\\"):\\n return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\\n #\\n # shouldn't be here!!\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L120_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [120, 120], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L117_C4\", \"vector\": [13, 2, 0.1926, 0.0016, 2, 0.4, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Task to run\\\"][\\\"linecolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L121_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [121, 127], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L117_C4\", \"vector\": [4, 2, 0.199, 0.0112, 2, 0.4, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif from_task_type in (\\\"Up-to-date task\\\", \\\"Down stream\\\",\\\"Up-to-date Final target\\\"):\\n return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\\n #\\n # shouldn't be here!!\\n #\\n else:\\n return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L122_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [122, 122], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L121_C4\", \"vector\": [13, 3, 0.1958, 0.0016, 3, 0.97, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L127_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [127, 127], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L121_C4\", \"vector\": [13, 3, 0.2039, 0.0016, 3, 0.97, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"%s -> %s[color=%s, arrowtype=normal];\\\\n\\\" % (n1, n2, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"label\": \"get_default_colour_scheme\", \"type\": \"function\", \"loc\": [134, 252], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.3098, 0.191, 0, 0.66, 0.6667, 124, 0, 1, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_default_colour_scheme\", \"arg_names\": [\"default_colour_scheme_index\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_default_colour_scheme(default_colour_scheme_index = 0):\\n \\\"\\\"\\\"\\n A selection of default colour schemes \\\"inspired\\\" by entries in\\n http://kuler.adobe.com/#create/fromacolor\\n \\\"\\\"\\\"\\n\\n if default_colour_scheme_index ==0:\\n bluey_outline = '\\\"#0044A0\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L135_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [135, 138], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [8, 1, 0.2191, 0.0064, 1, 0.02, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n A selection of default colour schemes \\\"inspired\\\" by entries in\\n http://kuler.adobe.com/#create/fromacolor\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [140, 203], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [4, 1, 0.2753, 0.1027, 1, 0.02, 0.0238, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if default_colour_scheme_index ==0:\\n bluey_outline = '\\\"#0044A0\\\"'\\n bluey = '\\\"#EBF3FF\\\"'\\n greeny_outline = '\\\"#006000\\\"'\\n greeny = '\\\"#B8CC6E\\\"'\\n orangey = '\\\"#EFA03B\\\"'\\n orangey_outline= greeny_outline\\n ruddy = '\\\"#FF3232\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L141_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [141, 141], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2263, 0.0016, 2, 0.57, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#0044A0\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L142_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [142, 142], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2279, 0.0016, 2, 0.57, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = '\\\"#EBF3FF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L143_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [143, 143], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2295, 0.0016, 2, 0.57, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#006000\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L144_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [144, 144], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2311, 0.0016, 2, 0.57, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#B8CC6E\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L145_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [145, 145], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2327, 0.0016, 2, 0.57, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#EFA03B\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L146_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [146, 146], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.2343, 0.0016, 2, 0.57, 0.7143, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L147_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [147, 147], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [14, 2, 0.236, 0.0016, 2, 0.57, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#FF3232\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [148, 203], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L140_C4\", \"vector\": [4, 2, 0.2817, 0.0899, 2, 0.57, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==1:\\n bluey_outline = '\\\"#000DDF\\\"'\\n bluey = 'transparent'\\n greeny_outline = '\\\"#4B8C2E\\\"'\\n greeny = '\\\"#9ED983\\\"'\\n orangey = '\\\"#D98100\\\"'\\n orangey_outline= '\\\"#D9D911\\\"'\\n ruddy = '\\\"#D93611\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L149_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [149, 149], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2392, 0.0016, 3, 0.61, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#000DDF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L150_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [150, 150], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2408, 0.0016, 3, 0.61, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L151_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [151, 151], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2424, 0.0016, 3, 0.61, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#4B8C2E\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L152_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [152, 152], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.244, 0.0016, 3, 0.61, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#9ED983\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L153_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [153, 153], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2456, 0.0016, 3, 0.61, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#D98100\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L154_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [154, 154], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2472, 0.0016, 3, 0.61, 0.7143, 551, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= '\\\"#D9D911\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L155_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [155, 155], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [14, 3, 0.2488, 0.0016, 3, 0.61, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#D93611\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [156, 203], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L148_C4\", \"vector\": [4, 3, 0.2881, 0.077, 3, 0.61, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==2:\\n bluey_outline = '\\\"#4A64A5\\\"'\\n bluey = 'transparent'\\n greeny_outline = '\\\"#4A92A5\\\"'\\n greeny = '\\\"#99D1C1\\\"'\\n orangey = '\\\"#D2C24A\\\"'\\n orangey_outline= greeny_outline\\n ruddy = '\\\"#A54A64\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L157_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [157, 157], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.252, 0.0016, 4, 0.03, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#4A64A5\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L158_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [158, 158], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.2536, 0.0016, 4, 0.03, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L159_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [159, 159], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.2552, 0.0016, 4, 0.03, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#4A92A5\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L160_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [160, 160], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.2568, 0.0016, 4, 0.03, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#99D1C1\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L161_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [161, 161], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.2584, 0.0016, 4, 0.03, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#D2C24A\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L162_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [162, 162], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.26, 0.0016, 4, 0.03, 0.7143, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L163_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [163, 163], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [14, 4, 0.2616, 0.0016, 4, 0.03, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#A54A64\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [164, 203], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L156_C4\", \"vector\": [4, 4, 0.2945, 0.0642, 4, 0.03, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==3:\\n bluey_outline = '\\\"#BFB5FF\\\"'\\n bluey = 'transparent'\\n greeny_outline = '\\\"#7D8A2E\\\"'\\n greeny = '\\\"#C9D787\\\"'\\n orangey = '\\\"#FFF1DC\\\"'\\n orangey_outline= greeny_outline\\n ruddy = '\\\"#FF3E68\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L165_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [165, 165], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2648, 0.0016, 5, 0.22, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#BFB5FF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L166_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [166, 166], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2665, 0.0016, 5, 0.22, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L167_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [167, 167], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2681, 0.0016, 5, 0.22, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#7D8A2E\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L168_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [168, 168], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2697, 0.0016, 5, 0.22, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#C9D787\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L169_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [169, 169], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2713, 0.0016, 5, 0.22, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#FFF1DC\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L170_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [170, 170], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2729, 0.0016, 5, 0.22, 0.7143, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L171_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [171, 171], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [14, 5, 0.2745, 0.0016, 5, 0.22, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#FF3E68\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [172, 203], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L164_C4\", \"vector\": [4, 5, 0.301, 0.0514, 5, 0.22, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==4:\\n bluey_outline = '\\\"#004460\\\"'\\n bluey = 'transparent'\\n greeny_outline = '\\\"#4B6000\\\"'\\n greeny = '\\\"#B8CC6E\\\"'\\n orangey = '\\\"#FFF0A3\\\"'\\n orangey_outline= greeny_outline\\n ruddy = '\\\"#F54F29\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L173_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [173, 173], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2777, 0.0016, 6, 0.78, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#004460\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L174_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [174, 174], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2793, 0.0016, 6, 0.78, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L175_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [175, 175], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2809, 0.0016, 6, 0.78, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#4B6000\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L176_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [176, 176], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2825, 0.0016, 6, 0.78, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#B8CC6E\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L177_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [177, 177], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2841, 0.0016, 6, 0.78, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#FFF0A3\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L178_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [178, 178], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2857, 0.0016, 6, 0.78, 0.7143, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L179_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [179, 179], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [14, 6, 0.2873, 0.0016, 6, 0.78, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#F54F29\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [180, 203], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L172_C4\", \"vector\": [4, 6, 0.3074, 0.0385, 6, 0.78, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==5:\\n bluey_outline = '\\\"#1122FF\\\"'\\n bluey = '\\\"#AABBFF\\\"'\\n greeny_outline = '\\\"#007700\\\"'\\n greeny = '\\\"#44FF44\\\"'\\n orangey = '\\\"#EFA03B\\\"'\\n orangey_outline= '\\\"#FFCC3B\\\"'\\n ruddy = '\\\"#FF0000\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L181_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [181, 181], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.2905, 0.0016, 7, 0.74, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#1122FF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L182_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [182, 182], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.2921, 0.0016, 7, 0.74, 0.1429, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = '\\\"#AABBFF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L183_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [183, 183], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.2937, 0.0016, 7, 0.74, 0.2857, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#007700\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L184_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [184, 184], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.2953, 0.0016, 7, 0.74, 0.4286, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#44FF44\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L185_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [185, 185], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.297, 0.0016, 7, 0.74, 0.5714, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#EFA03B\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L186_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [186, 186], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.2986, 0.0016, 7, 0.74, 0.7143, 551, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= '\\\"#FFCC3B\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L187_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [187, 187], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [14, 7, 0.3002, 0.0016, 7, 0.74, 0.8571, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#FF0000\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [188, 203], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L180_C4\", \"vector\": [4, 7, 0.3138, 0.0257, 7, 0.74, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif default_colour_scheme_index ==6:\\n bluey_outline = '\\\"#0044A0\\\"'\\n bluey = '\\\"#EBF3FF\\\"'\\n greeny_outline = 'black'\\n greeny = '\\\"#6cb924\\\"'\\n orangey = '\\\"#ece116\\\"'\\n orangey_outline= greeny_outline\\n ruddy = '\\\"#FF3232\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L189_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [189, 189], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3034, 0.0016, 8, 0.82, 0.0, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#0044A0\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L190_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [190, 190], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.305, 0.0016, 8, 0.82, 0.0769, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = '\\\"#EBF3FF\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L191_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [191, 191], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3066, 0.0016, 8, 0.82, 0.1538, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = 'black'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L192_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [192, 192], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3082, 0.0016, 8, 0.82, 0.2308, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#6cb924\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L193_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [193, 193], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3098, 0.0016, 8, 0.82, 0.3077, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#ece116\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L194_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [194, 194], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3114, 0.0016, 8, 0.82, 0.3846, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L195_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [195, 195], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.313, 0.0016, 8, 0.82, 0.4615, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#FF3232\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L197_C8\", \"label\": \"bluey_outline =\", \"type\": \"assigned_variable\", \"loc\": [197, 197], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3162, 0.0016, 8, 0.82, 0.5385, 847, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey_outline = '\\\"#87BAE4\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L198_C8\", \"label\": \"bluey =\", \"type\": \"assigned_variable\", \"loc\": [198, 198], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3178, 0.0016, 8, 0.82, 0.6154, 133, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"bluey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" bluey = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L199_C8\", \"label\": \"greeny_outline =\", \"type\": \"assigned_variable\", \"loc\": [199, 199], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3194, 0.0016, 8, 0.82, 0.6923, 935, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny_outline = '\\\"#87B379\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L200_C8\", \"label\": \"greeny =\", \"type\": \"assigned_variable\", \"loc\": [200, 200], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.321, 0.0016, 8, 0.82, 0.7692, 813, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"greeny\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" greeny = '\\\"#D3FAE3\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L201_C8\", \"label\": \"orangey =\", \"type\": \"assigned_variable\", \"loc\": [201, 201], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3226, 0.0016, 8, 0.82, 0.8462, 629, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"orangey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey = '\\\"#FDBA40\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L202_C8\", \"label\": \"orangey_outline =\", \"type\": \"assigned_variable\", \"loc\": [202, 202], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3242, 0.0016, 8, 0.82, 0.9231, 551, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"orangey_outline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" orangey_outline= greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L203_C8\", \"label\": \"ruddy =\", \"type\": \"assigned_variable\", \"loc\": [203, 203], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L188_C4\", \"vector\": [14, 8, 0.3258, 0.0016, 8, 0.82, 1.0, 775, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"ruddy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" ruddy = '\\\"#b9495e\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L204_C4\", \"label\": \"default_colour_scheme = defaultdict()\", \"type\": \"assigned_variable\", \"loc\": [204, 204], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3274, 0.0016, 1, 0.02, 0.0476, 414, 3, 1, 0, 0, 626, 10, 1], \"semantic\": {\"name\": \"default_colour_scheme\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"defaultdict\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme = defaultdict(dict)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L205_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [205, 205], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3291, 0.0016, 1, 0.02, 0.0714, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"] = ruddy\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L206_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [206, 206], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3307, 0.0016, 1, 0.02, 0.0952, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Pipeline\\\"][\\\"fontcolor\\\"] = ruddy\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L207_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [207, 207], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3323, 0.0016, 1, 0.02, 0.119, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Key\\\"][\\\"fontcolor\\\"] = \\\"black\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L208_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [208, 208], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3339, 0.0016, 1, 0.02, 0.1429, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Key\\\"][\\\"fillcolor\\\"] = '\\\"#F6F4F4\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L209_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [209, 209], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3355, 0.0016, 1, 0.02, 0.1667, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"linecolor\\\"] = bluey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L210_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [210, 210], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3371, 0.0016, 1, 0.02, 0.1905, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"] = \\\"gray\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L211_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [211, 211], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3387, 0.0016, 1, 0.02, 0.2143, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Final target\\\"][\\\"fillcolor\\\"] = orangey\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L212_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [212, 212], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3403, 0.0016, 1, 0.02, 0.2381, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Final target\\\"][\\\"fontcolor\\\"] = \\\"black\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L213_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [213, 213], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3419, 0.0016, 1, 0.02, 0.2619, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Final target\\\"][\\\"color\\\"] = \\\"black\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L214_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [214, 214], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3435, 0.0016, 1, 0.02, 0.2857, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Final target\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L215_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [215, 215], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3451, 0.0016, 1, 0.02, 0.3095, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"fillcolor\\\"] = ruddy\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L216_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [216, 216], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3467, 0.0016, 1, 0.02, 0.3333, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"fontcolor\\\"] = 'white'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L217_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [217, 217], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3483, 0.0016, 1, 0.02, 0.3571, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"color\\\"] = \\\"white\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L218_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [218, 218], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3499, 0.0016, 1, 0.02, 0.381, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L219_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [219, 219], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3515, 0.0016, 1, 0.02, 0.4048, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task\\\"][\\\"fillcolor\\\"] = greeny\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L220_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [220, 220], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3531, 0.0016, 1, 0.02, 0.4286, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task\\\"][\\\"fontcolor\\\"] = greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L221_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [221, 221], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3547, 0.0016, 1, 0.02, 0.4524, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task\\\"][\\\"color\\\"] = greeny_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L222_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [222, 222], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3563, 0.0016, 1, 0.02, 0.4762, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L223_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [223, 223], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3579, 0.0016, 1, 0.02, 0.5, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Down stream\\\"][\\\"fillcolor\\\"] = \\\"white\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L224_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [224, 224], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3596, 0.0016, 1, 0.02, 0.5238, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Down stream\\\"][\\\"fontcolor\\\"] = \\\"gray\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L225_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [225, 225], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3612, 0.0016, 1, 0.02, 0.5476, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Down stream\\\"][\\\"color\\\"] = \\\"gray\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L226_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [226, 226], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3628, 0.0016, 1, 0.02, 0.5714, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Down stream\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L227_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [227, 227], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3644, 0.0016, 1, 0.02, 0.5952, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Explicitly specified task\\\"][\\\"fillcolor\\\"] = \\\"transparent\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L228_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [228, 228], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.366, 0.0016, 1, 0.02, 0.619, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Explicitly specified task\\\"][\\\"fontcolor\\\"] = \\\"black\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L229_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [229, 229], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3676, 0.0016, 1, 0.02, 0.6429, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Explicitly specified task\\\"][\\\"color\\\"] = \\\"black\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L230_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [230, 230], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3692, 0.0016, 1, 0.02, 0.6667, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Explicitly specified task\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L231_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [231, 231], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3708, 0.0016, 1, 0.02, 0.6905, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"fillcolor\\\"] = bluey\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L232_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [232, 232], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3724, 0.0016, 1, 0.02, 0.7143, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"fontcolor\\\"] = bluey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L233_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [233, 233], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.374, 0.0016, 1, 0.02, 0.7381, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"color\\\"] = bluey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L234_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [234, 234], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3756, 0.0016, 1, 0.02, 0.7619, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L235_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [235, 235], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3772, 0.0016, 1, 0.02, 0.7857, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task forced to rerun\\\"][\\\"fillcolor\\\"] = 'transparent'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L236_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [236, 236], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3788, 0.0016, 1, 0.02, 0.8095, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task forced to rerun\\\"][\\\"fontcolor\\\"] = bluey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L237_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [237, 237], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3804, 0.0016, 1, 0.02, 0.8333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task forced to rerun\\\"][\\\"color\\\"] = bluey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L238_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [238, 238], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.382, 0.0016, 1, 0.02, 0.8571, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date task forced to rerun\\\"][\\\"dashed\\\"] = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L239_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [239, 239], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3836, 0.0016, 1, 0.02, 0.881, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"fillcolor\\\"] = orangey\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L240_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [240, 240], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3852, 0.0016, 1, 0.02, 0.9048, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"fontcolor\\\"] = orangey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L241_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [241, 241], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3868, 0.0016, 1, 0.02, 0.9286, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"color\\\"] = orangey_outline\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L242_C4\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [242, 242], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [14, 1, 0.3884, 0.0016, 1, 0.02, 0.9524, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"dashed\\\"] = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L246_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [246, 250], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [4, 1, 0.3981, 0.008, 1, 0.02, 0.9762, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if default_colour_scheme_index ==6:\\n default_colour_scheme[\\\"Vicious cycle\\\"][\\\"fontcolor\\\"] = 'black'\\n default_colour_scheme[\\\"Task to run\\\"][\\\"fillcolor\\\"] = '\\\"#5f52ee\\\"'\\n default_colour_scheme[\\\"Task to run\\\"][\\\"fontcolor\\\"] = \\\"lightgrey\\\"\\n default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"fontcolor\\\"] = '\\\"#EFA03B\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L247_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [247, 247], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L246_C4\", \"vector\": [14, 2, 0.3965, 0.0016, 2, 0.67, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Vicious cycle\\\"][\\\"fontcolor\\\"] = 'black'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L248_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [248, 248], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L246_C4\", \"vector\": [14, 2, 0.3981, 0.0016, 2, 0.67, 0.3333, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"fillcolor\\\"] = '\\\"#5f52ee\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L249_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [249, 249], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L246_C4\", \"vector\": [14, 2, 0.3997, 0.0016, 2, 0.67, 0.6667, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Task to run\\\"][\\\"fontcolor\\\"] = \\\"lightgrey\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L250_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [250, 250], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L246_C4\", \"vector\": [14, 2, 0.4013, 0.0016, 2, 0.67, 1.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" default_colour_scheme[\\\"Up-to-date Final target\\\"][\\\"fontcolor\\\"] = '\\\"#EFA03B\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L252_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [252, 252], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L134_C0\", \"vector\": [13, 1, 0.4045, 0.0016, 1, 0.02, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return default_colour_scheme\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L259_C0\", \"label\": \"get_dot_format_for_task_type\", \"type\": \"function\", \"loc\": [259, 268], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.423, 0.0161, 0, 0.66, 0.75, 839, 0, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [\"task_type\", \"attributes\", \"colour_scheme\", \"used_formats\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_dot_format_for_task_type (task_type, attributes, colour_scheme, used_formats):\\n \\\"\\\"\\\"\\n Look up appropriate colour and style for each type of task\\n \\\"\\\"\\\"\\n used_formats.add(task_type)\\n for color_type in (\\\"fontcolor\\\", \\\"fillcolor\\\", \\\"color\\\"):\\n attributes[color_type] = colour_scheme[task_type][color_type]\\n attributes[\\\"style\\\"]=\\\"filled\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L260_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [260, 262], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L259_C0\", \"vector\": [8, 1, 0.4189, 0.0048, 1, 0.16, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Look up appropriate colour and style for each type of task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L263_C4\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [263, 263], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L259_C0\", \"vector\": [8, 1, 0.4222, 0.0016, 1, 0.16, 0.5, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" used_formats.add(task_type)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L264_C4\", \"label\": \"for color_type\", \"type\": \"for\", \"loc\": [264, 268], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L259_C0\", \"vector\": [6, 1, 0.427, 0.008, 1, 0.16, 1.0, 283, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"color_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for color_type in (\\\"fontcolor\\\", \\\"fillcolor\\\", \\\"color\\\"):\\n attributes[color_type] = colour_scheme[task_type][color_type]\\n attributes[\\\"style\\\"]=\\\"filled\\\"\\n if colour_scheme[task_type][\\\"dashed\\\"]:\\n attributes[\\\"style\\\"]=\\\"dashed\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L265_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [265, 265], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L264_C4\", \"vector\": [14, 2, 0.4254, 0.0016, 2, 0.51, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[color_type] = colour_scheme[task_type][color_type]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L266_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [266, 266], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L264_C4\", \"vector\": [14, 2, 0.427, 0.0016, 2, 0.51, 0.5, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"style\\\"]=\\\"filled\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L267_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [267, 268], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L264_C4\", \"vector\": [4, 2, 0.4294, 0.0032, 2, 0.51, 1.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if colour_scheme[task_type][\\\"dashed\\\"]:\\n attributes[\\\"style\\\"]=\\\"dashed\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L268_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [268, 268], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L267_C8\", \"vector\": [14, 3, 0.4302, 0.0016, 3, 0.57, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"style\\\"]=\\\"dashed\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"label\": \"write_legend_key\", \"type\": \"function\", \"loc\": [275, 348], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5, 0.1188, 0, 0.66, 0.8333, 184, 0, 6, 0, 0, 0, 0, 26], \"semantic\": {\"name\": \"write_legend_key\", \"arg_names\": [\"stream\", \"used_task_types\", \"minimal_key_legend\", \"colour_scheme\", \"key_name\", \"subgraph_index\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def write_legend_key (stream, used_task_types, minimal_key_legend, colour_scheme, key_name = \\\"Key:\\\", subgraph_index = 1):\\n \\\"\\\"\\\"\\n Write legend/key to dependency tree graph\\n \\\"\\\"\\\"\\n if not len(used_task_types):\\n return\\n\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L276_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [276, 278], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4446, 0.0048, 1, 0.07, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Write legend/key to dependency tree graph\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L279_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [279, 280], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [4, 1, 0.4486, 0.0032, 1, 0.07, 0.05, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(used_task_types):\\n return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L280_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [280, 280], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L279_C4\", \"vector\": [13, 2, 0.4494, 0.0016, 2, 0.18, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L283_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [283, 283], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4543, 0.0016, 1, 0.07, 0.1, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'subgraph clusterkey%d\\\\n' % subgraph_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L284_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [284, 284], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4559, 0.0016, 1, 0.07, 0.15, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( '{\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L286_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [286, 286], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4591, 0.0016, 1, 0.07, 0.2, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'rank=\\\"min\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L287_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [287, 287], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4607, 0.0016, 1, 0.07, 0.25, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'style=filled;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L288_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [288, 288], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4623, 0.0016, 1, 0.07, 0.3, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'fontsize=20;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L289_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [289, 289], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4639, 0.0016, 1, 0.07, 0.35, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'color=%s;\\\\n' % (colour_scheme[\\\"Key\\\"][\\\"fillcolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L290_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [290, 290], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4655, 0.0016, 1, 0.07, 0.4, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'label = \\\"%s\\\";\\\\n' % key_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L291_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [291, 291], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4671, 0.0016, 1, 0.07, 0.45, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'fontcolor = %s;' % (colour_scheme[\\\"Key\\\"][\\\"fontcolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L292_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [292, 292], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.4687, 0.0016, 1, 0.07, 0.5, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'node[margin=\\\"0.2,0.2\\\", fontsize=\\\"14\\\"];\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L298_C4\", \"label\": \"all_task_types =\", \"type\": \"assigned_variable\", \"loc\": [298, 306], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [14, 1, 0.4848, 0.0144, 1, 0.07, 0.55, 164, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"all_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" all_task_types = [\\n \\\"Vicious cycle\\\" ,\\n \\\"Down stream\\\" ,\\n \\\"Up-to-date task\\\" ,\\n \\\"Explicitly specified task\\\" ,\\n \\\"Task to run\\\" ,\\n \\\"Up-to-date task forced to rerun\\\" ,\\n \\\"Up-to-date Final target\\\" ,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L307_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [307, 308], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [4, 1, 0.4936, 0.0032, 1, 0.07, 0.6, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not minimal_key_legend:\\n used_task_types |= set(all_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L309_C4\", \"label\": \"wrapped_task_types =\", \"type\": \"assigned_variable\", \"loc\": [309, 317], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [14, 1, 0.5024, 0.0144, 1, 0.07, 0.65, 2, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"wrapped_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" wrapped_task_types = [\\n \\\"Vicious cycle\\\" ,\\n \\\"Down stream\\\" ,\\n \\\"Up-to-date task\\\" ,\\n \\\"Explicitly specified task\\\" ,\\n \\\"Task to run\\\" ,\\n \\\"Up-to-date task\\\\\\\\nforced to rerun\\\" ,\\n \\\"Up-to-date\\\\\\\\nFinal target\\\" ,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L318_C4\", \"label\": \"wrapped_task_types = dict()\", \"type\": \"assigned_variable\", \"loc\": [318, 318], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [14, 1, 0.5104, 0.0016, 1, 0.07, 0.7, 2, 3, 1, 0, 0, 827, 10, 2], \"semantic\": {\"name\": \"wrapped_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" wrapped_task_types = dict(zip(all_task_types, wrapped_task_types))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"label\": \"outputkey\", \"type\": \"function\", \"loc\": [321, 328], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [2, 1, 0.5209, 0.0128, 1, 0.07, 0.75, 801, 0, 3, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"outputkey\", \"arg_names\": [\"key\", \"task_type\", \"stream\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def outputkey (key, task_type, stream):\\n ignore_used_task_types = set()\\n attributes = dict()\\n attributes[\\\"shape\\\"]=\\\"box3d\\\"\\n #attributes[\\\"shape\\\"] = \\\"rect\\\"\\n get_dot_format_for_task_type (task_type, attributes, colour_scheme, ignore_used_task_types)\\n #attributes[\\\"fontsize\\\"] = '15'\\n stream.write(key + attributes_to_str(attributes, wrapped_task_types[task_type]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L322_C8\", \"label\": \"ignore_used_task_types = set()\", \"type\": \"assigned_variable\", \"loc\": [322, 322], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"vector\": [14, 2, 0.5169, 0.0016, 2, 0.27, 0.0, 678, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"ignore_used_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" ignore_used_task_types = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L323_C8\", \"label\": \"attributes = dict()\", \"type\": \"assigned_variable\", \"loc\": [323, 323], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"vector\": [14, 2, 0.5185, 0.0016, 2, 0.27, 0.25, 344, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"attributes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" attributes = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L324_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [324, 324], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"vector\": [14, 2, 0.5201, 0.0016, 2, 0.27, 0.5, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"shape\\\"]=\\\"box3d\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L326_C8\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [326, 326], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"vector\": [8, 2, 0.5233, 0.0016, 2, 0.27, 0.75, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (task_type, attributes, colour_scheme, ignore_used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L328_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [328, 328], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L321_C4\", \"vector\": [8, 2, 0.5265, 0.0016, 2, 0.27, 1.0, 837, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(key + attributes_to_str(attributes, wrapped_task_types[task_type]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L331_C4\", \"label\": \"sorted_used_task_types =\", \"type\": \"assigned_variable\", \"loc\": [331, 331], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [14, 1, 0.5313, 0.0016, 1, 0.07, 0.8, 731, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"sorted_used_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" sorted_used_task_types = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L332_C4\", \"label\": \"for t\", \"type\": \"for\", \"loc\": [332, 334], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [6, 1, 0.5345, 0.0048, 1, 0.07, 0.85, 15, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"t\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for t in all_task_types:\\n if t in used_task_types:\\n sorted_used_task_types.append(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L333_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [333, 334], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L332_C4\", \"vector\": [4, 2, 0.5353, 0.0032, 2, 0.96, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if t in used_task_types:\\n sorted_used_task_types.append(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L334_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [334, 334], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L333_C8\", \"vector\": [8, 3, 0.5361, 0.0016, 3, 0.38, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" sorted_used_task_types.append(t)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L337_C4\", \"label\": \"outputkey()\", \"type\": \"expression\", \"loc\": [337, 337], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.5409, 0.0016, 1, 0.07, 0.9, 801, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"outputkey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"outputkey\", \"annotation\": \"\"}, \"snippet\": \" outputkey(\\\"k1_%d\\\" % subgraph_index, sorted_used_task_types[0], stream)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L339_C4\", \"label\": \"for i\", \"type\": \"for\", \"loc\": [339, 345], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [6, 1, 0.549, 0.0112, 1, 0.07, 0.95, 826, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"i\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for i, (from_task_type, to_task_type) in enumerate(adjacent_pairs_iterate(sorted_used_task_types)):\\n from_key = 'k%d_%d' % (i + 1, subgraph_index)\\n to_key = 'k%d_%d' % (i + 2, subgraph_index)\\n # write key\\n outputkey(to_key, to_task_type, stream)\\n # connection between keys\\n stream.write(get_arrow_str_for_legend_key (from_task_type, to_task_type, from_key, to_key, colour_scheme))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L340_C8\", \"label\": \"from_key =\", \"type\": \"assigned_variable\", \"loc\": [340, 340], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L339_C4\", \"vector\": [14, 2, 0.5457, 0.0016, 2, 0.73, 0.0, 554, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"from_key\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" from_key = 'k%d_%d' % (i + 1, subgraph_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L341_C8\", \"label\": \"to_key =\", \"type\": \"assigned_variable\", \"loc\": [341, 341], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L339_C4\", \"vector\": [14, 2, 0.5474, 0.0016, 2, 0.73, 0.3333, 892, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"to_key\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" to_key = 'k%d_%d' % (i + 2, subgraph_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L343_C8\", \"label\": \"outputkey()\", \"type\": \"expression\", \"loc\": [343, 343], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L339_C4\", \"vector\": [8, 2, 0.5506, 0.0016, 2, 0.73, 0.6667, 801, 3, 3, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"outputkey\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"outputkey\", \"annotation\": \"\"}, \"snippet\": \" outputkey(to_key, to_task_type, stream)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L345_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [345, 345], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L339_C4\", \"vector\": [8, 2, 0.5538, 0.0016, 2, 0.73, 1.0, 837, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(get_arrow_str_for_legend_key (from_task_type, to_task_type, from_key, to_key, colour_scheme))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L348_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [348, 348], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L275_C0\", \"vector\": [8, 1, 0.5586, 0.0016, 1, 0.07, 1.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(\\\"}\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"label\": \"write_colour_scheme_demo_in_dot_format\", \"type\": \"function\", \"loc\": [356, 369], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5819, 0.0225, 0, 0.66, 0.9167, 652, 0, 1, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"write_colour_scheme_demo_in_dot_format\", \"arg_names\": [\"stream\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def write_colour_scheme_demo_in_dot_format(stream):\\n \\\"\\\"\\\"\\n Write all the colour schemes in different colours\\n \\\"\\\"\\\"\\n stream.write( 'digraph \\\"Colour schemes\\\"\\\\n{\\\\n')\\n stream.write( 'size=\\\"8,11\\\";\\\\n')\\n stream.write( 'splines=true;\\\\n')\\n stream.write( 'fontsize=\\\"30\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L357_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [357, 359], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5746, 0.0048, 1, 0.84, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Write all the colour schemes in different colours\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L360_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [360, 360], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5778, 0.0016, 1, 0.84, 0.125, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'digraph \\\"Colour schemes\\\"\\\\n{\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L361_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [361, 361], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5795, 0.0016, 1, 0.84, 0.25, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'size=\\\"8,11\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L362_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [362, 362], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5811, 0.0016, 1, 0.84, 0.375, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'splines=true;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L363_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [363, 363], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5827, 0.0016, 1, 0.84, 0.5, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'fontsize=\\\"30\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L364_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [364, 364], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5843, 0.0016, 1, 0.84, 0.625, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'ranksep = 0.3;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L365_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [365, 365], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5859, 0.0016, 1, 0.84, 0.75, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'node[fontsize=\\\"20\\\"];\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L366_C4\", \"label\": \"for colour_scheme_index\", \"type\": \"for\", \"loc\": [366, 368], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [6, 1, 0.5891, 0.0048, 1, 0.84, 0.875, 283, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"colour_scheme_index\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for colour_scheme_index in range(CNT_COLOUR_SCHEMES):\\n colour_scheme = get_default_colour_scheme(colour_scheme_index)\\n write_legend_key (stream, set(\\\"test\\\"), False, colour_scheme, \\\"Colour Scheme %d\\\" % colour_scheme_index, colour_scheme_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L367_C8\", \"label\": \"colour_scheme = get_default_colour_scheme()\", \"type\": \"assigned_variable\", \"loc\": [367, 367], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L366_C4\", \"vector\": [14, 2, 0.5891, 0.0016, 2, 0.86, 0.0, 302, 3, 1, 0, 0, 124, 10, 1], \"semantic\": {\"name\": \"colour_scheme\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_colour_scheme\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme = get_default_colour_scheme(colour_scheme_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L368_C8\", \"label\": \"write_legend_key()\", \"type\": \"expression\", \"loc\": [368, 368], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L366_C4\", \"vector\": [8, 2, 0.5907, 0.0016, 2, 0.86, 1.0, 184, 3, 6, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"write_legend_key\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write_legend_key\", \"annotation\": \"\"}, \"snippet\": \" write_legend_key (stream, set(\\\"test\\\"), False, colour_scheme, \\\"Colour Scheme %d\\\" % colour_scheme_index, colour_scheme_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L369_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [369, 369], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L356_C0\", \"vector\": [8, 1, 0.5923, 0.0016, 1, 0.84, 1.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(\\\"}\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"label\": \"write_flowchart_in_dot_format\", \"type\": \"function\", \"loc\": [377, 621], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.801, 0.3933, 0, 0.66, 1.0, 35, 0, 14, 0, 0, 0, 0, 59], \"semantic\": {\"name\": \"write_flowchart_in_dot_format\", \"arg_names\": [\"jobs_to_run\", \"up_to_date_jobs\", \"dag_violating_edges\", \"dag_violating_nodes\", \"stream\", \"target_jobs\", \"forced_to_run_jobs\", \"all_jobs\", \"vertical\", \"skip_uptodate_tasks\", \"no_key_legend\", \"minimal_key_legend\", \"user_colour_scheme\", \"pipeline_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def write_flowchart_in_dot_format( jobs_to_run,\\n up_to_date_jobs,\\n dag_violating_edges,\\n dag_violating_nodes,\\n stream,\\n target_jobs,\\n forced_to_run_jobs = [],\\n all_jobs = None,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L391_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [391, 435], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.6629, 0.0722, 1, 0.87, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n jobs_to_run = pipeline jobs which are not up to date or have dependencies\\n which are not up to date\\n\\n vertical = print flowchart vertically\\n minimal_key_legend = only print used task types in key legend\\n user_colour_scheme = dictionary for overriding default colours\\n Colours can be names e.g. \\\"black\\\" or quoted hex e.g. '\\\"#F6F4F4\\\"'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L436_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [436, 450], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [4, 1, 0.7111, 0.0241, 1, 0.87, 0.0345, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if user_colour_scheme is None:\\n colour_scheme = get_default_colour_scheme()\\n else:\\n if \\\"colour_scheme_index\\\" in user_colour_scheme:\\n colour_scheme_index = user_colour_scheme[\\\"colour_scheme_index\\\"]\\n else:\\n colour_scheme_index = 0\\n colour_scheme = get_default_colour_scheme(colour_scheme_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L437_C8\", \"label\": \"colour_scheme = get_default_colour_scheme()\", \"type\": \"assigned_variable\", \"loc\": [437, 437], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L436_C4\", \"vector\": [14, 2, 0.7014, 0.0016, 2, 0.58, 0.0, 302, 3, 0, 0, 0, 124, 10, 1], \"semantic\": {\"name\": \"colour_scheme\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_colour_scheme\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme = get_default_colour_scheme()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L439_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [439, 442], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L436_C4\", \"vector\": [4, 2, 0.7071, 0.0064, 2, 0.58, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"colour_scheme_index\\\" in user_colour_scheme:\\n colour_scheme_index = user_colour_scheme[\\\"colour_scheme_index\\\"]\\n else:\\n colour_scheme_index = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L440_C12\", \"label\": \"colour_scheme_index =\", \"type\": \"assigned_variable\", \"loc\": [440, 440], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L439_C8\", \"vector\": [14, 3, 0.7063, 0.0016, 3, 0.87, 0.0, 283, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"colour_scheme_index\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme_index = user_colour_scheme[\\\"colour_scheme_index\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L442_C12\", \"label\": \"colour_scheme_index =\", \"type\": \"assigned_variable\", \"loc\": [442, 442], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L439_C8\", \"vector\": [14, 3, 0.7095, 0.0016, 3, 0.87, 1.0, 283, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"colour_scheme_index\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme_index = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L443_C8\", \"label\": \"colour_scheme = get_default_colour_scheme()\", \"type\": \"assigned_variable\", \"loc\": [443, 443], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L436_C4\", \"vector\": [14, 2, 0.7111, 0.0016, 2, 0.58, 0.6667, 302, 3, 1, 0, 0, 124, 10, 1], \"semantic\": {\"name\": \"colour_scheme\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_colour_scheme\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme = get_default_colour_scheme(colour_scheme_index)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L444_C8\", \"label\": \"for k, v\", \"type\": \"for\", \"loc\": [444, 450], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L436_C4\", \"vector\": [6, 2, 0.7175, 0.0112, 2, 0.58, 1.0, 867, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"k, v\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for k, v in user_colour_scheme.items():\\n if k not in colour_scheme:\\n continue\\n if isinstance(v, dict):\\n colour_scheme[k].update(v)\\n else:\\n colour_scheme[k] = v\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L445_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [445, 446], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L444_C8\", \"vector\": [4, 3, 0.7151, 0.0032, 3, 0.67, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if k not in colour_scheme:\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L447_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [447, 450], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L444_C8\", \"vector\": [4, 3, 0.7199, 0.0064, 3, 0.67, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(v, dict):\\n colour_scheme[k].update(v)\\n else:\\n colour_scheme[k] = v\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L448_C16\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [448, 448], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L447_C12\", \"vector\": [8, 4, 0.7191, 0.0016, 4, 0.28, 0.0, 637, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme[k].update(v)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L450_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [450, 450], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L447_C12\", \"vector\": [14, 4, 0.7223, 0.0016, 4, 0.28, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" colour_scheme[k] = v\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L452_C4\", \"label\": \"up_to_date_jobs = set()\", \"type\": \"assigned_variable\", \"loc\": [452, 452], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7255, 0.0016, 1, 0.87, 0.069, 578, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"up_to_date_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" up_to_date_jobs = set(up_to_date_jobs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L457_C4\", \"label\": \"dag_violating_dependencies = set()\", \"type\": \"assigned_variable\", \"loc\": [457, 457], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7335, 0.0016, 1, 0.87, 0.1034, 916, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"dag_violating_dependencies\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" dag_violating_dependencies = set(dag_violating_edges)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L461_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [461, 461], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.74, 0.0016, 1, 0.87, 0.1379, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'digraph \\\"%s\\\"\\\\n{\\\\n' % pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L462_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [462, 462], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7416, 0.0016, 1, 0.87, 0.1724, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'size=\\\"8,11\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L463_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [463, 463], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7432, 0.0016, 1, 0.87, 0.2069, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'splines=true;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L464_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [464, 464], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7448, 0.0016, 1, 0.87, 0.2414, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'fontsize=\\\"30\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L465_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [465, 465], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7464, 0.0016, 1, 0.87, 0.2759, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'ranksep = 0.3;\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L466_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [466, 466], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.748, 0.0016, 1, 0.87, 0.3103, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'node[fontsize=\\\"20\\\"];\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L467_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [467, 467], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7496, 0.0016, 1, 0.87, 0.3448, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'graph[clusterrank=\\\"local\\\"];\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L469_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [469, 470], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [4, 1, 0.7536, 0.0032, 1, 0.87, 0.3793, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not vertical:\\n stream.write( 'rankdir=\\\"LR\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L470_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [470, 470], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L469_C4\", \"vector\": [8, 2, 0.7544, 0.0016, 2, 0.75, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'rankdir=\\\"LR\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L471_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [471, 472], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7568, 0.0032, 1, 0.87, 0.4138, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'subgraph clustertasks\\\\n'\\n \\\"{\\\\n\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L473_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [473, 473], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7592, 0.0016, 1, 0.87, 0.4483, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'rank=\\\"min\\\";\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L474_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [474, 474], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7608, 0.0016, 1, 0.87, 0.4828, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'fontcolor = %s;\\\\n' % colour_scheme[\\\"Pipeline\\\"][\\\"fontcolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L475_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [475, 475], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.7624, 0.0016, 1, 0.87, 0.5172, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( 'label = \\\"%s\\\";\\\\n' % pipeline_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L478_C4\", \"label\": \"delayed_task_strings = list()\", \"type\": \"assigned_variable\", \"loc\": [478, 478], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7673, 0.0016, 1, 0.87, 0.5517, 150, 3, 0, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"delayed_task_strings\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" delayed_task_strings = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L479_C4\", \"label\": \"vicious_cycle_task_strings = list()\", \"type\": \"assigned_variable\", \"loc\": [479, 479], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7689, 0.0016, 1, 0.87, 0.5862, 517, 3, 0, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"vicious_cycle_task_strings\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" vicious_cycle_task_strings = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L485_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [485, 486], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [4, 1, 0.7793, 0.0032, 1, 0.87, 0.6207, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if all_jobs is None:\\n all_jobs = node.all_nodes\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L486_C8\", \"label\": \"all_jobs =\", \"type\": \"assigned_variable\", \"loc\": [486, 486], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L485_C4\", \"vector\": [14, 2, 0.7801, 0.0016, 2, 0.68, 0.0, 189, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"all_jobs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" all_jobs = node.all_nodes\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L489_C4\", \"label\": \"used_task_types = set()\", \"type\": \"assigned_variable\", \"loc\": [489, 489], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7849, 0.0016, 1, 0.87, 0.6552, 901, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"used_task_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" used_task_types = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L494_C4\", \"label\": \"_one_to_one =\", \"type\": \"assigned_variable\", \"loc\": [494, 494], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7929, 0.0016, 1, 0.87, 0.6897, 31, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"_one_to_one\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _one_to_one = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L495_C4\", \"label\": \"_many_to_many =\", \"type\": \"assigned_variable\", \"loc\": [495, 495], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7945, 0.0016, 1, 0.87, 0.7241, 274, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"_many_to_many\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _many_to_many = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L496_C4\", \"label\": \"_one_to_many =\", \"type\": \"assigned_variable\", \"loc\": [496, 496], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7961, 0.0016, 1, 0.87, 0.7586, 297, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"_one_to_many\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _one_to_many = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L497_C4\", \"label\": \"_many_to_one =\", \"type\": \"assigned_variable\", \"loc\": [497, 497], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [14, 1, 0.7978, 0.0016, 1, 0.87, 0.7931, 528, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"_many_to_one\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _many_to_one = 3\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"label\": \"for n\", \"type\": \"for\", \"loc\": [499, 606], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [6, 1, 0.8868, 0.1734, 1, 0.87, 0.8276, 773, 2, 0, 0, 0, 0, 0, 32], \"semantic\": {\"name\": \"n\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for n in all_jobs:\\n attributes = dict()\\n attributes[\\\"shape\\\"]=\\\"box3d\\\"\\n #attributes[\\\"shape\\\"] = \\\"rect\\\"\\n if hasattr(n, \\\"single_multi_io\\\"):\\n if n.single_multi_io == _one_to_many:\\n attributes[\\\"shape\\\"] = \\\"house\\\"\\n attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L500_C8\", \"label\": \"attributes = dict()\", \"type\": \"assigned_variable\", \"loc\": [500, 500], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [14, 2, 0.8026, 0.0016, 2, 0.91, 0.0, 344, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"attributes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" attributes = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L501_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [501, 501], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [14, 2, 0.8042, 0.0016, 2, 0.91, 0.2, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"shape\\\"]=\\\"box3d\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L503_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [503, 510], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [4, 2, 0.813, 0.0128, 2, 0.91, 0.4, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if hasattr(n, \\\"single_multi_io\\\"):\\n if n.single_multi_io == _one_to_many:\\n attributes[\\\"shape\\\"] = \\\"house\\\"\\n attributes[\\\"peripheries\\\"] = 2\\n elif n.single_multi_io == _many_to_one:\\n attributes[\\\"shape\\\"] = \\\"invhouse\\\"\\n attributes[\\\"height\\\"] = 1.1\\n attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L504_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [504, 510], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L503_C8\", \"vector\": [4, 3, 0.8138, 0.0112, 3, 0.63, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if n.single_multi_io == _one_to_many:\\n attributes[\\\"shape\\\"] = \\\"house\\\"\\n attributes[\\\"peripheries\\\"] = 2\\n elif n.single_multi_io == _many_to_one:\\n attributes[\\\"shape\\\"] = \\\"invhouse\\\"\\n attributes[\\\"height\\\"] = 1.1\\n attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L505_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [505, 505], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L504_C12\", \"vector\": [14, 4, 0.8106, 0.0016, 4, 0.33, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"shape\\\"] = \\\"house\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L506_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [506, 506], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L504_C12\", \"vector\": [14, 4, 0.8122, 0.0016, 4, 0.33, 0.5, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L507_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [507, 510], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L504_C12\", \"vector\": [4, 4, 0.8162, 0.0064, 4, 0.33, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif n.single_multi_io == _many_to_one:\\n attributes[\\\"shape\\\"] = \\\"invhouse\\\"\\n attributes[\\\"height\\\"] = 1.1\\n attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L508_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [508, 508], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L507_C12\", \"vector\": [14, 5, 0.8154, 0.0016, 5, 0.27, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"shape\\\"] = \\\"invhouse\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L509_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [509, 509], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L507_C12\", \"vector\": [14, 5, 0.817, 0.0016, 5, 0.27, 0.5, 0, 1, 0, 0, 0, 0, 2, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"height\\\"] = 1.1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L510_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [510, 510], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L507_C12\", \"vector\": [14, 5, 0.8186, 0.0016, 5, 0.27, 1.0, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[\\\"peripheries\\\"] = 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L515_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [515, 582], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [4, 2, 0.8804, 0.1091, 2, 0.91, 0.6, 0, 0, 0, 0, 0, 0, 0, 24], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if n in dag_violating_nodes:\\n get_dot_format_for_task_type (\\\"Vicious cycle\\\", attributes, colour_scheme, used_task_types)\\n vicious_cycle_task_strings.append('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\\n #\\n # these jobs will be run\\n #\\n elif n in jobs_to_run:\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L516_C12\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [516, 516], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L515_C8\", \"vector\": [8, 3, 0.8283, 0.0016, 3, 0.9, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Vicious cycle\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L517_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [517, 517], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L515_C8\", \"vector\": [8, 3, 0.8299, 0.0016, 3, 0.9, 0.5, 243, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" vicious_cycle_task_strings.append('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [521, 582], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L515_C8\", \"vector\": [4, 3, 0.8852, 0.0995, 3, 0.9, 1.0, 0, 0, 0, 0, 0, 0, 0, 20], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif n in jobs_to_run:\\n\\n #\\n # up to date but forced to run: outlined in blue\\n #\\n if n in forced_to_run_jobs:\\n get_dot_format_for_task_type (\\\"Explicitly specified task\\\", attributes, colour_scheme, used_task_types)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L526_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [526, 542], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [4, 4, 0.8571, 0.0273, 4, 0.23, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if n in forced_to_run_jobs:\\n get_dot_format_for_task_type (\\\"Explicitly specified task\\\", attributes, colour_scheme, used_task_types)\\n\\n #\\n # final target: outlined in orange\\n #\\n elif n in target_jobs:\\n get_dot_format_for_task_type(\\\"Final target\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L527_C16\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [527, 527], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L526_C12\", \"vector\": [8, 5, 0.8459, 0.0016, 5, 0.93, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Explicitly specified task\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L532_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [532, 542], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L526_C12\", \"vector\": [4, 5, 0.862, 0.0177, 5, 0.93, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif n in target_jobs:\\n get_dot_format_for_task_type(\\\"Final target\\\", attributes, colour_scheme, used_task_types)\\n\\n #\\n # up to date dependency but forced to run: outlined in green\\n #\\n elif n in up_to_date_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date task forced to rerun\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L533_C16\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [533, 533], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L532_C12\", \"vector\": [8, 6, 0.8555, 0.0016, 6, 0.55, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type(\\\"Final target\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L538_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [538, 542], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L532_C12\", \"vector\": [4, 6, 0.8668, 0.008, 6, 0.55, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif n in up_to_date_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date task forced to rerun\\\" , attributes, colour_scheme, used_task_types)\\n\\n else:\\n get_dot_format_for_task_type (\\\"Task to run\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L539_C16\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [539, 539], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L538_C12\", \"vector\": [8, 7, 0.8652, 0.0016, 7, 0.54, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Up-to-date task forced to rerun\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L542_C16\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [542, 542], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L538_C12\", \"vector\": [8, 7, 0.87, 0.0016, 7, 0.54, 1.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Task to run\\\", attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L548_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [548, 550], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [4, 4, 0.8812, 0.0048, 4, 0.23, 0.2, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if(hasattr(n,'graphviz_attributes')):\\n for k in n.graphviz_attributes:\\n attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L549_C16\", \"label\": \"for k\", \"type\": \"for\", \"loc\": [549, 550], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L548_C12\", \"vector\": [6, 5, 0.882, 0.0032, 5, 0.52, 0.0, 954, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"k\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for k in n.graphviz_attributes:\\n attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L550_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [550, 550], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L549_C16\", \"vector\": [14, 6, 0.8828, 0.0016, 6, 0.57, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L551_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [551, 551], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [8, 4, 0.8844, 0.0016, 4, 0.23, 0.4, 837, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L558_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [558, 573], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [4, 4, 0.9077, 0.0257, 4, 0.23, 0.6, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not skip_uptodate_tasks:\\n if n in target_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date Final target\\\" , attributes, colour_scheme, used_task_types)\\n\\n elif n in up_to_date_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date task\\\" , attributes, colour_scheme, used_task_types)\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L559_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [559, 573], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L558_C12\", \"vector\": [4, 5, 0.9085, 0.0241, 5, 0.04, 0.0, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if n in target_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date Final target\\\" , attributes, colour_scheme, used_task_types)\\n\\n elif n in up_to_date_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date task\\\" , attributes, colour_scheme, used_task_types)\\n\\n #\\n # these jobs will be ignored: gray with gray dependencies\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L560_C20\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [560, 560], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L559_C16\", \"vector\": [8, 6, 0.8989, 0.0016, 6, 0.23, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Up-to-date Final target\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L562_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [562, 573], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L559_C16\", \"vector\": [4, 6, 0.9109, 0.0193, 6, 0.23, 1.0, 0, 0, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif n in up_to_date_jobs:\\n get_dot_format_for_task_type (\\\"Up-to-date task\\\" , attributes, colour_scheme, used_task_types)\\n\\n #\\n # these jobs will be ignored: gray with gray dependencies\\n #\\n else:\\n get_dot_format_for_task_type (\\\"Down stream\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L563_C20\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [563, 563], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L562_C16\", \"vector\": [8, 7, 0.9037, 0.0016, 7, 0.09, 0.0, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Up-to-date task\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L569_C20\", \"label\": \"get_dot_format_for_task_type()\", \"type\": \"expression\", \"loc\": [569, 569], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L562_C16\", \"vector\": [8, 7, 0.9133, 0.0016, 7, 0.09, 0.3333, 839, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_dot_format_for_task_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_dot_format_for_task_type\", \"annotation\": \"\"}, \"snippet\": \" get_dot_format_for_task_type (\\\"Down stream\\\" , attributes, colour_scheme, used_task_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L570_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [570, 570], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L562_C16\", \"vector\": [8, 7, 0.9149, 0.0016, 7, 0.09, 0.6667, 243, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" delayed_task_strings.append('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L571_C20\", \"label\": \"for o\", \"type\": \"for\", \"loc\": [571, 572], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L562_C16\", \"vector\": [6, 7, 0.9173, 0.0032, 7, 0.09, 1.0, 926, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"o\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for o in n._get_inward():\\n delayed_task_strings.append('t%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L572_C24\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [572, 572], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L571_C20\", \"vector\": [8, 8, 0.9181, 0.0016, 8, 0.03, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" delayed_task_strings.append('t%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L579_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [579, 581], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [4, 4, 0.931, 0.0048, 4, 0.23, 0.8, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if(hasattr(n,'graphviz_attributes')):\\n for k in n.graphviz_attributes:\\n attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L580_C16\", \"label\": \"for k\", \"type\": \"for\", \"loc\": [580, 581], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L579_C12\", \"vector\": [6, 5, 0.9318, 0.0032, 5, 0.75, 0.0, 954, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"k\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for k in n.graphviz_attributes:\\n attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L581_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [581, 581], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L580_C16\", \"vector\": [14, 6, 0.9326, 0.0016, 6, 0.82, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes[k]=n.graphviz_attributes[k]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L582_C12\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [582, 582], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L521_C8\", \"vector\": [8, 4, 0.9342, 0.0016, 4, 0.23, 1.0, 837, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write('t%d' % n._node_index + attributes_to_str(attributes, _get_name(n)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L587_C8\", \"label\": \"unconstrained =\", \"type\": \"assigned_variable\", \"loc\": [587, 587], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [14, 2, 0.9422, 0.0016, 2, 0.91, 0.8, 692, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"unconstrained\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" unconstrained = False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L588_C8\", \"label\": \"for o\", \"type\": \"for\", \"loc\": [588, 606], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L499_C4\", \"vector\": [6, 2, 0.9583, 0.0305, 2, 0.91, 1.0, 926, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"o\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for o in sorted(n._get_inward(), reverse=True, key = lambda x: x._node_index):\\n #\\n # circularity violating DAG: highlight in red: should never be a constraint\\n # in drawing the graph\\n #\\n if (n, o) in dag_violating_dependencies:\\n constraint_str = \\\", constraint=false\\\" if o._node_index > n._node_index else \\\"\\\"\\n vicious_cycle_task_strings.append('t%d -> t%d[color=%s %s];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"], constraint_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L593_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [593, 605], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L588_C8\", \"vector\": [4, 3, 0.9615, 0.0209, 3, 0.71, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (n, o) in dag_violating_dependencies:\\n constraint_str = \\\", constraint=false\\\" if o._node_index > n._node_index else \\\"\\\"\\n vicious_cycle_task_strings.append('t%d -> t%d[color=%s %s];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"], constraint_str))\\n continue\\n elif not o in jobs_to_run or not n in jobs_to_run:\\n if not skip_uptodate_tasks:\\n edge_str = 't%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\\n if unconstrained:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L594_C16\", \"label\": \"constraint_str =\", \"type\": \"assigned_variable\", \"loc\": [594, 594], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L593_C12\", \"vector\": [14, 4, 0.9535, 0.0016, 4, 0.04, 0.0, 496, 8, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"constraint_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" constraint_str = \\\", constraint=false\\\" if o._node_index > n._node_index else \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L595_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [595, 595], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L593_C12\", \"vector\": [8, 4, 0.9551, 0.0016, 4, 0.04, 0.5, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" vicious_cycle_task_strings.append('t%d -> t%d[color=%s %s];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Vicious cycle\\\"][\\\"linecolor\\\"], constraint_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L597_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [597, 605], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L593_C12\", \"vector\": [4, 4, 0.9647, 0.0144, 4, 0.04, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif not o in jobs_to_run or not n in jobs_to_run:\\n if not skip_uptodate_tasks:\\n edge_str = 't%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\\n if unconstrained:\\n delayed_task_strings.append(edge_str)\\n else:\\n stream.write(edge_str)\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L598_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [598, 603], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L597_C12\", \"vector\": [4, 5, 0.9639, 0.0096, 5, 0.86, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not skip_uptodate_tasks:\\n edge_str = 't%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\\n if unconstrained:\\n delayed_task_strings.append(edge_str)\\n else:\\n stream.write(edge_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L599_C20\", \"label\": \"edge_str =\", \"type\": \"assigned_variable\", \"loc\": [599, 599], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L598_C16\", \"vector\": [14, 6, 0.9615, 0.0016, 6, 0.51, 0.0, 968, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"edge_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" edge_str = 't%d -> t%d[color=%s, arrowtype=normal];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Up-to-date\\\"][\\\"linecolor\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L600_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [600, 603], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L598_C16\", \"vector\": [4, 6, 0.9655, 0.0064, 6, 0.51, 1.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if unconstrained:\\n delayed_task_strings.append(edge_str)\\n else:\\n stream.write(edge_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L601_C24\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [601, 601], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L600_C20\", \"vector\": [8, 7, 0.9647, 0.0016, 7, 0.85, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" delayed_task_strings.append(edge_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L603_C24\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [603, 603], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L600_C20\", \"vector\": [8, 7, 0.9679, 0.0016, 7, 0.85, 1.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(edge_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L605_C16\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [605, 605], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L597_C12\", \"vector\": [8, 5, 0.9711, 0.0016, 5, 0.86, 1.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write('t%d -> t%d[color=%s];\\\\n' % (o._node_index, n._node_index, colour_scheme[\\\"Task to run\\\"][\\\"linecolor\\\"]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Assign_L606_C12\", \"label\": \"unconstrained =\", \"type\": \"assigned_variable\", \"loc\": [606, 606], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L588_C8\", \"vector\": [14, 3, 0.9727, 0.0016, 3, 0.71, 1.0, 692, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"unconstrained\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" unconstrained = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L608_C4\", \"label\": \"for l\", \"type\": \"for\", \"loc\": [608, 609], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [6, 1, 0.9767, 0.0032, 1, 0.87, 0.8621, 810, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"l\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for l in delayed_task_strings:\\n stream.write(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L609_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [609, 609], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L608_C4\", \"vector\": [8, 2, 0.9775, 0.0016, 2, 0.75, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L614_C4\", \"label\": \"for l\", \"type\": \"for\", \"loc\": [614, 615], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [6, 1, 0.9864, 0.0032, 1, 0.87, 0.8966, 810, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"l\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for l in vicious_cycle_task_strings:\\n stream.write(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L615_C8\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [615, 615], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:For_L614_C4\", \"vector\": [8, 2, 0.9872, 0.0016, 2, 0.13, 0.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L616_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [616, 616], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.9888, 0.0016, 1, 0.87, 0.931, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write( '}\\\\n')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L619_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [619, 620], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [4, 1, 0.9944, 0.0032, 1, 0.87, 0.9655, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not no_key_legend:\\n write_legend_key (stream, used_task_types, minimal_key_legend, colour_scheme)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L620_C8\", \"label\": \"write_legend_key()\", \"type\": \"expression\", \"loc\": [620, 620], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L619_C4\", \"vector\": [8, 2, 0.9952, 0.0016, 2, 0.29, 0.0, 184, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write_legend_key\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write_legend_key\", \"annotation\": \"\"}, \"snippet\": \" write_legend_key (stream, used_task_types, minimal_key_legend, colour_scheme)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L621_C4\", \"label\": \"write()\", \"type\": \"expression\", \"loc\": [621, 621], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L377_C0\", \"vector\": [8, 1, 0.9968, 0.0016, 1, 0.87, 1.0, 837, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"write\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"write\", \"annotation\": \"\"}, \"snippet\": \" stream.write(\\\"}\\\\n\\\")\"}]"},"connections":{"kind":"string","value":"[{\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L44_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L49_C8\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L50_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:If_L50_C4\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82403:Return_L51_C8\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L60_C0\", \"t\": 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granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n__version='2.6beta'\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82404"},"node_count":{"kind":"number","value":1,"string":"1"},"total_lines":{"kind":"number","value":27,"string":"27"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82404:Assign_L27_C0\", \"label\": \"__version =\", \"type\": \"assigned_variable\", \"loc\": [27, 27], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 1.0, 0.037, 0, 0.66, 0.0, 592, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"__version\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"__version='2.6beta'\"}]"},"connections":{"kind":"string","value":"[]"}}},{"rowIdx":74695,"cells":{"code":{"kind":"string","value":"#!/usr/bin/env python\n\"\"\"\n\n exceptions.py\n\n\"\"\"\n\n################################################################################\n#\n# exceptions.py\n#\n#\n# Copyright (c) 10/9/2009 Leo Goodstadt\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\nimport sys, os\nfrom collections import defaultdict\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Exceptions\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n#if __name__ != '__main__':\n# import task\n\nclass error_task(Exception):\n def __init__(self, *errmsg):\n Exception.__init__(self, *errmsg)\n\n # list of associated tasks\n self.tasks = set()\n\n # error message\n self.main_msg = \"\"\n\n def get_main_msg(self):\n \"\"\"\n Make main message with lists of task names\n Prefix with new lines for added emphasis\n \"\"\"\n # turn tasks names into 'def xxx(...): format\n task_names = \"\\n\".join(\"task = %r\" % t._name for t in self.tasks)\n if len(self.main_msg):\n return \"\\n\\n\" + self.main_msg + \" for\\n\\n%s\\n\" % task_names\n else:\n return \"\\n\\n%s\\n\" % task_names\n\n\n def __str__(self):\n #indent\n msg = self.get_main_msg() + \" \".join(map(str, self.args))\n return \" \" + msg.replace(\"\\n\", \"\\n \")\n\n def specify_task (self, task, main_msg):\n self.tasks.add(task)\n self.main_msg = main_msg\n return self\n\nclass error_task_contruction(error_task):\n \"\"\"\n Exceptions when contructing pipeline tasks\n \"\"\"\n\n def __init__(self, task, main_msg, *errmsg):\n error_task.__init__(self, *errmsg)\n self.specify_task (task, main_msg)\n\nclass RethrownJobError(error_task):\n \"\"\"\n Wrap up one or more exceptions rethrown across process boundaries\n\n See multiprocessor.Server.handle_request/serve_client for an analogous function\n \"\"\"\n def __init__(self, job_exceptions=[]):\n error_task.__init__(self)\n self.args = list(job_exceptions)\n\n def __len__(self):\n return len(self.args)\n\n def append(self, job_exception):\n self.args = self.args + (job_exception, )\n\n def task_to_func_name (self, task_name):\n if \"mkdir \" in task_name:\n return task_name\n\n return \"def %s(...):\" % task_name.replace(\"__main__.\", \"\")\n\n\n def get_nth_exception_str (self, nn = -1):\n if nn == -1:\n nn = len(self.args) - 1\n task_name, job_name, exception_name, exception_value, exception_stack = self.args[nn]\n message = \"\\nException #%d\\n\" % (nn + 1)\n message += \" '%s%s' raised in ...\\n\" % (exception_name, exception_value)\n if task_name:\n message += \" Task = %s\\n %s\\n\\n\" % (self.task_to_func_name(task_name), job_name)\n message += \"%s\\n\" % (exception_stack, )\n return message.replace(\"\\n\", \"\\n \")\n\n def __str__(self):\n message = [\"\\nOriginal exception%s:\\n\" % (\"s\" if len(self.args) > 1 else \"\")]\n for ii in range(len(self.args)):\n message += self.get_nth_exception_str (ii)\n #\n # For each exception:\n # turn original exception stack message into an indented string\n #\n return (self.get_main_msg()).replace(\"\\n\", \"\\n \") + \"\".join(message)\n\nclass error_input_file_does_not_match(error_task):\n pass\nclass fatal_error_input_file_does_not_match(error_task):\n pass\n\nclass task_FilesArgumentsError(error_task):\n pass\nclass task_FilesreArgumentsError(error_task):\n pass\nclass MissingInputFileError(error_task):\n pass\nclass JobSignalledBreak(error_task):\n pass\nclass PostTaskArgumentError(error_task):\n pass\n\nclass JobsLimitArgumentError(error_task):\n pass\n\nclass error_task_get_output(error_task_contruction):\n pass\nclass error_task_transform_inputs_multiple_args(error_task_contruction):\n pass\nclass error_task_transform(error_task_contruction):\n pass\nclass error_task_product(error_task_contruction):\n pass\nclass error_task_mkdir(error_task_contruction):\n pass\nclass error_task_permutations(error_task_contruction):\n pass\nclass error_task_combinations(error_task_contruction):\n pass\nclass error_task_combinations_with_replacement(error_task_contruction):\n pass\nclass error_task_merge(error_task_contruction):\n pass\nclass error_task_subdivide(error_task_contruction):\n pass\nclass error_task_originate(error_task_contruction):\n pass\nclass error_task_collate(error_task_contruction):\n pass\nclass error_task_collate_inputs_multiple_args(error_task_contruction):\n pass\nclass error_task_split(error_task_contruction):\n pass\nclass error_task_files_re(error_task_contruction):\n pass\nclass error_task_files(error_task_contruction):\n pass\nclass error_task_parallel(error_task_contruction):\n pass\nclass error_making_directory(error_task):\n pass\nclass error_duplicate_task_name(error_task):\n pass\nclass error_decorator_args(error_task):\n pass\nclass error_task_name_lookup_failed(error_task):\n pass\nclass error_task_decorator_takes_no_args(error_task):\n pass\nclass error_function_is_not_a_task(error_task):\n pass\nclass error_ambiguous_task(error_task):\n pass\nclass error_not_a_pipeline(error_task):\n pass\nclass error_circular_dependencies(error_task):\n pass\nclass error_not_a_directory(error_task):\n pass\nclass error_missing_output(error_task):\n pass\nclass error_job_signalled_interrupt(error_task):\n pass\nclass error_node_not_task(error_task):\n pass\nclass error_missing_runtime_parameter(error_task):\n pass\nclass error_unescaped_regular_expression_forms(error_task):\n pass\nclass error_checksum_level(error_task):\n pass\nclass error_missing_args(error_task):\n pass\nclass error_too_many_args(error_task):\n pass\nclass error_inputs_multiple_args(error_task):\n pass\nclass error_set_input(error_task):\n pass\nclass error_no_head_tasks(error_task):\n pass\nclass error_no_tail_tasks(error_task):\n pass\n\n\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Testing\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\nif __name__ == '__main__':\n import unittest\n\n #\n # minimal task object to test exceptions\n #\n class task:\n class Task (object):\n \"\"\"\n dummy task\n \"\"\"\n _action_mkdir = 1\n def __init__(self, _name, _action_type = 0):\n self._action_type = _action_type\n self._name = _name\n\n\n class Test_exceptions(unittest.TestCase):\n\n # self.assertEqual(self.seq, range(10))\n # self.assert_(element in self.seq)\n # self.assertRaises(ValueError, random.sample, self.seq, 20)\n\n\n\n def test_error_task(self):\n \"\"\"\n test\n \"\"\"\n fake_task1 = task.Task(\"task1\")\n fake_task2 = task.Task(\"task2\")\n fake_mkdir_task3 = task.Task(\"task3\", task.Task._action_mkdir)\n fake_mkdir_task4 = task.Task(\"task4\", task.Task._action_mkdir)\n e = error_task()\n e.specify_task (fake_task1 , \"Some message 0\")\n e.specify_task (fake_task2 , \"Some message 1\")\n e.specify_task (fake_mkdir_task3, \"Some message 2\")\n e.specify_task (fake_mkdir_task4, \"Some message 3\")\n self.assertEqual(str(e),\n\"\"\"\n\n Some message 3 for\n\n 'def task1(...):'\n 'def task2(...):'\n task3\n task4\n \"\"\")\n\n def test_RethrownJobError(self):\n \"\"\"\n test\n \"\"\"\n #job_name, exception_name, exception_value, exception_stack\n exception_data = [\n [\n \"task1\",\n \"[[temp_branching_dir/a.2, a.1] -> temp_branching_dir/a.3]\",\n \"ruffus.task.MissingInputFileError\",\n \"(instance value)\",\n \"Traceback (most recent call last):\\n File \\\"what.file.py\\\", line 333, in some_func\\n somecode(sfasf)\\n\"\n ],\n [\n \"task1\",\n \"[None -> [temp_branching_dir/a.1, temp_branching_dir/b.1, temp_branching_dir/c.1]]\",\n \"exceptions.ZeroDivisionError:\",\n \"(1)\",\n \"Traceback (most recent call last):\\n File \\\"anotherfile.py\\\", line 345, in other_func\\n badcode(rotten)\\n\"\n ]\n\n ]\n e = RethrownJobError(exception_data)\n fake_task1 = task.Task(\"task1\")\n fake_task2 = task.Task(\"task2\")\n fake_mkdir_task3 = task.Task(\"task3\", task.Task._action_mkdir)\n fake_mkdir_task4 = task.Task(\"task4\", task.Task._action_mkdir)\n e.specify_task (fake_task1 , \"Exceptions running jobs\")\n e.specify_task (fake_task2 , \"Exceptions running jobs\")\n e.specify_task (fake_mkdir_task3, \"Exceptions running jobs\")\n e.specify_task (fake_mkdir_task4, \"Exceptions running jobs\")\n self.assertEqual(str(e),\n\"\"\"\n\n Exceptions running jobs for\n\n 'def task1(...):'\n 'def task2(...):'\n task3\n task4\n\n Original exceptions:\n\n Exception #1\n ruffus.task.MissingInputFileError(instance value):\n for task1.[[temp_branching_dir/a.2, a.1] -> temp_branching_dir/a.3]\n\n Traceback (most recent call last):\n File \"what.file.py\", line 333, in some_func\n somecode(sfasf)\n\n\n Exception #2\n exceptions.ZeroDivisionError:(1):\n for task1.[None -> [temp_branching_dir/a.1, temp_branching_dir/b.1, temp_branching_dir/c.1]]\n\n Traceback (most recent call last):\n File \"anotherfile.py\", line 345, in other_func\n badcode(rotten)\n\n \"\"\")\n\n\n\n#\n# debug code not run if called as a module\n#\nif __name__ == '__main__':\n if sys.argv.count(\"--debug\"):\n sys.argv.remove(\"--debug\")\n unittest.main()\n\n\n\n\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82405"},"node_count":{"kind":"number","value":136,"string":"136"},"total_lines":{"kind":"number","value":364,"string":"364"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L2_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [2, 6], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.011, 0.0137, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"\\\"\\\"\\\"\\n\\n exceptions.py\\n\\n\\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Import_L34_C0\", \"label\": \"sys import sys, os\", \"type\": \"import\", \"loc\": [34, 34], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0934, 0.0027, 0, 0.66, 0.0185, 509, 0, 2, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\", \"os\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys, os\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ImportFrom_L35_C0\", \"label\": \"from collections import defaultdict\", \"type\": \"import\", \"loc\": [35, 35], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0962, 0.0027, 0, 0.66, 0.037, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"defaultdict\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from collections import defaultdict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0\", \"label\": \"error_task\", \"type\": \"class\", \"loc\": [48, 79], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.1745, 0.0879, 0, 0.66, 0.0556, 145, 0, 4, 0, 0, 645, 0, 9], \"semantic\": {\"name\": \"error_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task(Exception):\\n def __init__(self, *errmsg):\\n Exception.__init__(self, *errmsg)\\n\\n # list of associated tasks\\n self.tasks = set()\\n\\n # error message\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [49, 56], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0\", \"vector\": [2, 1, 0.1442, 0.022, 1, 0.42, 0.0, 555, 0, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"errmsg\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, *errmsg):\\n Exception.__init__(self, *errmsg)\\n\\n # list of associated tasks\\n self.tasks = set()\\n\\n # error message\\n self.main_msg = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L50_C8\", \"label\": \"__init__()\", \"type\": \"expression\", \"loc\": [50, 50], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4\", \"vector\": [8, 2, 0.1374, 0.0027, 2, 0.6, 0.0, 555, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"__init__\", \"annotation\": \"\"}, \"snippet\": \" Exception.__init__(self, *errmsg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L53_C8\", \"label\": \"self.tasks = set()\", \"type\": \"assigned_variable\", \"loc\": [53, 53], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4\", \"vector\": [14, 2, 0.1456, 0.0027, 2, 0.6, 0.5, 811, 3, 0, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"self.tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \" self.tasks = set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L56_C8\", \"label\": \"self.main_msg =\", \"type\": \"assigned_variable\", \"loc\": [56, 56], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4\", \"vector\": [14, 2, 0.1538, 0.0027, 2, 0.6, 1.0, 788, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"self.main_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.main_msg = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L58_C4\", \"label\": \"get_main_msg\", \"type\": \"function\", \"loc\": [58, 68], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0\", \"vector\": [2, 1, 0.1731, 0.0302, 1, 0.42, 0.3333, 879, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"get_main_msg\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get_main_msg(self):\\n \\\"\\\"\\\"\\n Make main message with lists of task names\\n Prefix with new lines for added emphasis\\n \\\"\\\"\\\"\\n # turn tasks names into 'def xxx(...): format\\n task_names = \\\"\\\\n\\\".join(\\\"task = %r\\\" % t._name for t in self.tasks)\\n if len(self.main_msg):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L59_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [59, 62], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L58_C4\", \"vector\": [8, 2, 0.1662, 0.011, 2, 0.1, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Make main message with lists of task names\\n Prefix with new lines for added emphasis\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L64_C8\", \"label\": \"task_names = join()\", \"type\": \"assigned_variable\", \"loc\": [64, 64], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L58_C4\", \"vector\": [14, 2, 0.1758, 0.0027, 2, 0.1, 0.5, 407, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"task_names\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" task_names = \\\"\\\\n\\\".join(\\\"task = %r\\\" % t._name for t in self.tasks)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L65_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [65, 68], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L58_C4\", \"vector\": [4, 2, 0.1827, 0.011, 2, 0.1, 1.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(self.main_msg):\\n return \\\"\\\\n\\\\n\\\" + self.main_msg + \\\" for\\\\n\\\\n%s\\\\n\\\" % task_names\\n else:\\n return \\\"\\\\n\\\\n%s\\\\n\\\" % task_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L66_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [66, 66], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L65_C8\", \"vector\": [13, 3, 0.1813, 0.0027, 3, 0.85, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"\\\\n\\\\n\\\" + self.main_msg + \\\" for\\\\n\\\\n%s\\\\n\\\" % task_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L68_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [68, 68], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L65_C8\", \"vector\": [13, 3, 0.1868, 0.0027, 3, 0.85, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"\\\\n\\\\n%s\\\\n\\\" % task_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L71_C4\", \"label\": \"__str__\", \"type\": \"function\", \"loc\": [71, 74], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0\", \"vector\": [2, 1, 0.1992, 0.011, 1, 0.42, 0.6667, 527, 0, 1, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"__str__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __str__(self):\\n #indent\\n msg = self.get_main_msg() + \\\" \\\".join(map(str, self.args))\\n return \\\" \\\" + msg.replace(\\\"\\\\n\\\", \\\"\\\\n \\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L73_C8\", \"label\": \"msg =\", \"type\": \"assigned_variable\", \"loc\": [73, 73], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L71_C4\", \"vector\": [14, 2, 0.2005, 0.0027, 2, 0.43, 0.0, 712, 4, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" msg = self.get_main_msg() + \\\" \\\".join(map(str, self.args))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L74_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [74, 74], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L71_C4\", \"vector\": [13, 2, 0.2033, 0.0027, 2, 0.43, 1.0, 0, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\" \\\" + msg.replace(\\\"\\\\n\\\", \\\"\\\\n \\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L76_C4\", \"label\": \"specify_task\", \"type\": \"function\", \"loc\": [76, 79], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0\", \"vector\": [2, 1, 0.2129, 0.011, 1, 0.42, 1.0, 415, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [\"self\", \"task\", \"main_msg\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def specify_task (self, task, main_msg):\\n self.tasks.add(task)\\n self.main_msg = main_msg\\n return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L77_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [77, 77], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L76_C4\", \"vector\": [8, 2, 0.2115, 0.0027, 2, 0.73, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" self.tasks.add(task)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L78_C8\", \"label\": \"self.main_msg =\", \"type\": \"assigned_variable\", \"loc\": [78, 78], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L76_C4\", \"vector\": [14, 2, 0.2143, 0.0027, 2, 0.73, 0.5, 788, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.main_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.main_msg = main_msg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L79_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [79, 79], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L76_C4\", \"vector\": [13, 2, 0.217, 0.0027, 2, 0.73, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L81_C0\", \"label\": \"error_task_contruction\", \"type\": \"class\", \"loc\": [81, 88], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.2321, 0.022, 0, 0.66, 0.0741, 616, 0, 1, 0, 0, 145, 0, 2], \"semantic\": {\"name\": \"error_task_contruction\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_contruction(error_task):\\n \\\"\\\"\\\"\\n Exceptions when contructing pipeline tasks\\n \\\"\\\"\\\"\\n\\n def __init__(self, task, main_msg, *errmsg):\\n error_task.__init__(self, *errmsg)\\n self.specify_task (task, main_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L82_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [82, 84], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L81_C0\", \"vector\": [8, 1, 0.228, 0.0082, 1, 0.29, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Exceptions when contructing pipeline tasks\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L86_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [86, 88], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L81_C0\", \"vector\": [2, 1, 0.239, 0.0082, 1, 0.29, 1.0, 555, 0, 4, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"task\", \"main_msg\", \"errmsg\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, task, main_msg, *errmsg):\\n error_task.__init__(self, *errmsg)\\n self.specify_task (task, main_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L87_C8\", \"label\": \"__init__()\", \"type\": \"expression\", \"loc\": [87, 87], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L86_C4\", \"vector\": [8, 2, 0.239, 0.0027, 2, 0.85, 0.0, 555, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"__init__\", \"annotation\": \"\"}, \"snippet\": \" error_task.__init__(self, *errmsg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L88_C8\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [88, 88], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L86_C4\", \"vector\": [8, 2, 0.2418, 0.0027, 2, 0.85, 1.0, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" self.specify_task (task, main_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"label\": \"RethrownJobError\", \"type\": \"class\", \"loc\": [90, 132], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3049, 0.1181, 0, 0.66, 0.0926, 10, 0, 6, 0, 0, 145, 0, 14], \"semantic\": {\"name\": \"RethrownJobError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class RethrownJobError(error_task):\\n \\\"\\\"\\\"\\n Wrap up one or more exceptions rethrown across process boundaries\\n\\n See multiprocessor.Server.handle_request/serve_client for an analogous function\\n \\\"\\\"\\\"\\n def __init__(self, job_exceptions=[]):\\n error_task.__init__(self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L91_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [91, 95], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [8, 1, 0.2555, 0.0137, 1, 0.49, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Wrap up one or more exceptions rethrown across process boundaries\\n\\n See multiprocessor.Server.handle_request/serve_client for an analogous function\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L96_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [96, 98], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.2665, 0.0082, 1, 0.49, 0.1667, 555, 0, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"job_exceptions\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, job_exceptions=[]):\\n error_task.__init__(self)\\n self.args = list(job_exceptions)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L97_C8\", \"label\": \"__init__()\", \"type\": \"expression\", \"loc\": [97, 97], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L96_C4\", \"vector\": [8, 2, 0.2665, 0.0027, 2, 0.03, 0.0, 555, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"__init__\", \"annotation\": \"\"}, \"snippet\": \" error_task.__init__(self)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L98_C8\", \"label\": \"self.args = list()\", \"type\": \"assigned_variable\", \"loc\": [98, 98], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L96_C4\", \"vector\": [14, 2, 0.2692, 0.0027, 2, 0.03, 1.0, 640, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" self.args = list(job_exceptions)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L100_C4\", \"label\": \"__len__\", \"type\": \"function\", \"loc\": [100, 101], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.2761, 0.0055, 1, 0.49, 0.3333, 76, 0, 1, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"__len__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __len__(self):\\n return len(self.args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L101_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [101, 101], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L100_C4\", \"vector\": [13, 2, 0.2775, 0.0027, 2, 0.15, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return len(self.args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L103_C4\", \"label\": \"append\", \"type\": \"function\", \"loc\": [103, 104], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.2843, 0.0055, 1, 0.49, 0.5, 243, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"append\", \"arg_names\": [\"self\", \"job_exception\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def append(self, job_exception):\\n self.args = self.args + (job_exception, )\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L104_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [104, 104], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L103_C4\", \"vector\": [14, 2, 0.2857, 0.0027, 2, 0.11, 0.0, 640, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = self.args + (job_exception, )\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L106_C4\", \"label\": \"task_to_func_name\", \"type\": \"function\", \"loc\": [106, 110], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.2967, 0.0137, 1, 0.49, 0.6667, 171, 0, 2, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"task_to_func_name\", \"arg_names\": [\"self\", \"task_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def task_to_func_name (self, task_name):\\n if \\\"mkdir \\\" in task_name:\\n return task_name\\n\\n return \\\"def %s(...):\\\" % task_name.replace(\\\"__main__.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L107_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [107, 108], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L106_C4\", \"vector\": [4, 2, 0.2953, 0.0055, 2, 0.32, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"mkdir \\\" in task_name:\\n return task_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L108_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [108, 108], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L107_C8\", \"vector\": [13, 3, 0.2967, 0.0027, 3, 0.96, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task_name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L110_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [110, 110], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L106_C4\", \"vector\": [13, 2, 0.3022, 0.0027, 2, 0.32, 1.0, 0, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"def %s(...):\\\" % task_name.replace(\\\"__main__.\\\", \\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"label\": \"get_nth_exception_str\", \"type\": \"function\", \"loc\": [113, 122], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.3228, 0.0275, 1, 0.49, 0.8333, 177, 0, 2, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"get_nth_exception_str\", \"arg_names\": [\"self\", \"nn\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def get_nth_exception_str (self, nn = -1):\\n if nn == -1:\\n nn = len(self.args) - 1\\n task_name, job_name, exception_name, exception_value, exception_stack = self.args[nn]\\n message = \\\"\\\\nException #%d\\\\n\\\" % (nn + 1)\\n message += \\\" '%s%s' raised in ...\\\\n\\\" % (exception_name, exception_value)\\n if task_name:\\n message += \\\" Task = %s\\\\n %s\\\\n\\\\n\\\" % (self.task_to_func_name(task_name), job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L114_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [114, 115], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"vector\": [4, 2, 0.3146, 0.0055, 2, 0.92, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if nn == -1:\\n nn = len(self.args) - 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L115_C12\", \"label\": \"nn =\", \"type\": \"assigned_variable\", \"loc\": [115, 115], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L114_C8\", \"vector\": [14, 3, 0.3159, 0.0027, 3, 0.05, 0.0, 313, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"nn\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" nn = len(self.args) - 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L116_C8\", \"label\": \"task_name, job_name, exception_name, exception_value, exception_stack =\", \"type\": \"assigned_variable\", \"loc\": [116, 116], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"vector\": [14, 2, 0.3187, 0.0027, 2, 0.92, 0.25, 910, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task_name, job_name, exception_name, exception_value, exception_stack\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" task_name, job_name, exception_name, exception_value, exception_stack = self.args[nn]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L117_C8\", \"label\": \"message =\", \"type\": \"assigned_variable\", \"loc\": [117, 117], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"vector\": [14, 2, 0.3214, 0.0027, 2, 0.92, 0.5, 635, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"message\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" message = \\\"\\\\nException #%d\\\\n\\\" % (nn + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L119_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [119, 120], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"vector\": [4, 2, 0.3283, 0.0055, 2, 0.92, 0.75, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if task_name:\\n message += \\\" Task = %s\\\\n %s\\\\n\\\\n\\\" % (self.task_to_func_name(task_name), job_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L122_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [122, 122], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L113_C4\", \"vector\": [13, 2, 0.3352, 0.0027, 2, 0.92, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return message.replace(\\\"\\\\n\\\", \\\"\\\\n \\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L124_C4\", \"label\": \"__str__\", \"type\": \"function\", \"loc\": [124, 132], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L90_C0\", \"vector\": [2, 1, 0.3516, 0.0247, 1, 0.49, 1.0, 527, 0, 1, 1, 0, 0, 0, 7], \"semantic\": {\"name\": \"__str__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __str__(self):\\n message = [\\\"\\\\nOriginal exception%s:\\\\n\\\" % (\\\"s\\\" if len(self.args) > 1 else \\\"\\\")]\\n for ii in range(len(self.args)):\\n message += self.get_nth_exception_str (ii)\\n #\\n # For each exception:\\n # turn original exception stack message into an indented string\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L125_C8\", \"label\": \"message =\", \"type\": \"assigned_variable\", \"loc\": [125, 125], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L124_C4\", \"vector\": [14, 2, 0.3434, 0.0027, 2, 0.64, 0.0, 635, 0, 0, 0, 0, 0, 5, 1], \"semantic\": {\"name\": \"message\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" message = [\\\"\\\\nOriginal exception%s:\\\\n\\\" % (\\\"s\\\" if len(self.args) > 1 else \\\"\\\")]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:For_L126_C8\", \"label\": \"for ii\", \"type\": \"for\", \"loc\": [126, 127], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L124_C4\", \"vector\": [6, 2, 0.3475, 0.0055, 2, 0.64, 0.5, 599, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"ii\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for ii in range(len(self.args)):\\n message += self.get_nth_exception_str (ii)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Return_L132_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [132, 132], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L124_C4\", \"vector\": [13, 2, 0.3626, 0.0027, 2, 0.64, 1.0, 0, 4, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return (self.get_main_msg()).replace(\\\"\\\\n\\\", \\\"\\\\n \\\") + \\\"\\\".join(message)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L134_C0\", \"label\": \"error_input_file_does_not_match\", \"type\": \"class\", \"loc\": [134, 135], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3695, 0.0055, 0, 0.66, 0.1111, 890, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_input_file_does_not_match\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_input_file_does_not_match(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L136_C0\", \"label\": \"fatal_error_input_file_does_not_match\", \"type\": \"class\", \"loc\": [136, 137], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.375, 0.0055, 0, 0.66, 0.1296, 633, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"fatal_error_input_file_does_not_match\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class fatal_error_input_file_does_not_match(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L139_C0\", \"label\": \"task_FilesArgumentsError\", \"type\": \"class\", \"loc\": [139, 140], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3832, 0.0055, 0, 0.66, 0.1481, 130, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"task_FilesArgumentsError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class task_FilesArgumentsError(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L141_C0\", \"label\": \"task_FilesreArgumentsError\", \"type\": \"class\", \"loc\": [141, 142], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3887, 0.0055, 0, 0.66, 0.1667, 71, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"task_FilesreArgumentsError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class task_FilesreArgumentsError(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L143_C0\", \"label\": \"MissingInputFileError\", \"type\": \"class\", \"loc\": [143, 144], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3942, 0.0055, 0, 0.66, 0.1852, 448, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"MissingInputFileError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class MissingInputFileError(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L145_C0\", \"label\": \"JobSignalledBreak\", \"type\": \"class\", \"loc\": [145, 146], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3997, 0.0055, 0, 0.66, 0.2037, 399, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"JobSignalledBreak\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class JobSignalledBreak(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L147_C0\", \"label\": \"PostTaskArgumentError\", \"type\": \"class\", \"loc\": [147, 148], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4052, 0.0055, 0, 0.66, 0.2222, 13, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"PostTaskArgumentError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class PostTaskArgumentError(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L150_C0\", \"label\": \"JobsLimitArgumentError\", \"type\": \"class\", \"loc\": [150, 151], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4135, 0.0055, 0, 0.66, 0.2407, 778, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"JobsLimitArgumentError\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class JobsLimitArgumentError(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L153_C0\", \"label\": \"error_task_get_output\", \"type\": \"class\", \"loc\": [153, 154], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4217, 0.0055, 0, 0.66, 0.2593, 17, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_get_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_get_output(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L155_C0\", \"label\": \"error_task_transform_inputs_multiple_args\", \"type\": \"class\", \"loc\": [155, 156], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4272, 0.0055, 0, 0.66, 0.2778, 882, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_transform_inputs_multiple_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_transform_inputs_multiple_args(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L157_C0\", \"label\": \"error_task_transform\", \"type\": \"class\", \"loc\": [157, 158], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4327, 0.0055, 0, 0.66, 0.2963, 798, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_transform\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_transform(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L159_C0\", \"label\": \"error_task_product\", \"type\": \"class\", \"loc\": [159, 160], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4382, 0.0055, 0, 0.66, 0.3148, 810, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_product\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_product(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L161_C0\", \"label\": \"error_task_mkdir\", \"type\": \"class\", \"loc\": [161, 162], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4437, 0.0055, 0, 0.66, 0.3333, 816, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_mkdir(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L163_C0\", \"label\": \"error_task_permutations\", \"type\": \"class\", \"loc\": [163, 164], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4492, 0.0055, 0, 0.66, 0.3519, 607, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_permutations\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_permutations(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L165_C0\", \"label\": \"error_task_combinations\", \"type\": \"class\", \"loc\": [165, 166], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4547, 0.0055, 0, 0.66, 0.3704, 477, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_combinations\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_combinations(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L167_C0\", \"label\": \"error_task_combinations_with_replacement\", \"type\": \"class\", \"loc\": [167, 168], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4602, 0.0055, 0, 0.66, 0.3889, 178, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_combinations_with_replacement\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_combinations_with_replacement(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L169_C0\", \"label\": \"error_task_merge\", \"type\": \"class\", \"loc\": [169, 170], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4657, 0.0055, 0, 0.66, 0.4074, 520, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_merge\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_merge(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L171_C0\", \"label\": \"error_task_subdivide\", \"type\": \"class\", \"loc\": [171, 172], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4712, 0.0055, 0, 0.66, 0.4259, 773, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_subdivide\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_subdivide(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L173_C0\", \"label\": \"error_task_originate\", \"type\": \"class\", \"loc\": [173, 174], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4766, 0.0055, 0, 0.66, 0.4444, 93, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_originate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_originate(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L175_C0\", \"label\": \"error_task_collate\", \"type\": \"class\", \"loc\": [175, 176], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4821, 0.0055, 0, 0.66, 0.463, 984, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_collate\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_collate(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L177_C0\", \"label\": \"error_task_collate_inputs_multiple_args\", \"type\": \"class\", \"loc\": [177, 178], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4876, 0.0055, 0, 0.66, 0.4815, 755, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_collate_inputs_multiple_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_collate_inputs_multiple_args(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L179_C0\", \"label\": \"error_task_split\", \"type\": \"class\", \"loc\": [179, 180], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4931, 0.0055, 0, 0.66, 0.5, 801, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_split\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_split(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L181_C0\", \"label\": \"error_task_files_re\", \"type\": \"class\", \"loc\": [181, 182], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4986, 0.0055, 0, 0.66, 0.5185, 448, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_files_re\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_files_re(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L183_C0\", \"label\": \"error_task_files\", \"type\": \"class\", \"loc\": [183, 184], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5041, 0.0055, 0, 0.66, 0.537, 114, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_files(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L185_C0\", \"label\": \"error_task_parallel\", \"type\": \"class\", \"loc\": [185, 186], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5096, 0.0055, 0, 0.66, 0.5556, 98, 0, 0, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"error_task_parallel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_parallel(error_task_contruction):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L187_C0\", \"label\": \"error_making_directory\", \"type\": \"class\", \"loc\": [187, 188], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5151, 0.0055, 0, 0.66, 0.5741, 670, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_making_directory\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_making_directory(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L189_C0\", \"label\": \"error_duplicate_task_name\", \"type\": \"class\", \"loc\": [189, 190], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5206, 0.0055, 0, 0.66, 0.5926, 614, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_duplicate_task_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_duplicate_task_name(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L191_C0\", \"label\": \"error_decorator_args\", \"type\": \"class\", \"loc\": [191, 192], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5261, 0.0055, 0, 0.66, 0.6111, 217, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_decorator_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_decorator_args(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L193_C0\", \"label\": \"error_task_name_lookup_failed\", \"type\": \"class\", \"loc\": [193, 194], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5316, 0.0055, 0, 0.66, 0.6296, 306, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_task_name_lookup_failed\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_name_lookup_failed(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L195_C0\", \"label\": \"error_task_decorator_takes_no_args\", \"type\": \"class\", \"loc\": [195, 196], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5371, 0.0055, 0, 0.66, 0.6481, 719, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_task_decorator_takes_no_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_task_decorator_takes_no_args(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L197_C0\", \"label\": \"error_function_is_not_a_task\", \"type\": \"class\", \"loc\": [197, 198], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5426, 0.0055, 0, 0.66, 0.6667, 268, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_function_is_not_a_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_function_is_not_a_task(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L199_C0\", \"label\": \"error_ambiguous_task\", \"type\": \"class\", \"loc\": [199, 200], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5481, 0.0055, 0, 0.66, 0.6852, 496, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_ambiguous_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_ambiguous_task(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L201_C0\", \"label\": \"error_not_a_pipeline\", \"type\": \"class\", \"loc\": [201, 202], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5536, 0.0055, 0, 0.66, 0.7037, 963, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_not_a_pipeline\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_not_a_pipeline(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L203_C0\", \"label\": \"error_circular_dependencies\", \"type\": \"class\", \"loc\": [203, 204], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5591, 0.0055, 0, 0.66, 0.7222, 116, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_circular_dependencies\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_circular_dependencies(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L205_C0\", \"label\": \"error_not_a_directory\", \"type\": \"class\", \"loc\": [205, 206], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5646, 0.0055, 0, 0.66, 0.7407, 309, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_not_a_directory\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_not_a_directory(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L207_C0\", \"label\": \"error_missing_output\", \"type\": \"class\", \"loc\": [207, 208], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5701, 0.0055, 0, 0.66, 0.7593, 949, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_missing_output\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_missing_output(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L209_C0\", \"label\": \"error_job_signalled_interrupt\", \"type\": \"class\", \"loc\": [209, 210], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5755, 0.0055, 0, 0.66, 0.7778, 259, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_job_signalled_interrupt\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_job_signalled_interrupt(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L211_C0\", \"label\": \"error_node_not_task\", \"type\": \"class\", \"loc\": [211, 212], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.581, 0.0055, 0, 0.66, 0.7963, 860, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_node_not_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_node_not_task(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L213_C0\", \"label\": \"error_missing_runtime_parameter\", \"type\": \"class\", \"loc\": [213, 214], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5865, 0.0055, 0, 0.66, 0.8148, 661, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_missing_runtime_parameter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_missing_runtime_parameter(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L215_C0\", \"label\": \"error_unescaped_regular_expression_forms\", \"type\": \"class\", \"loc\": [215, 216], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.592, 0.0055, 0, 0.66, 0.8333, 3, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_unescaped_regular_expression_forms\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_unescaped_regular_expression_forms(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L217_C0\", \"label\": \"error_checksum_level\", \"type\": \"class\", \"loc\": [217, 218], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.5975, 0.0055, 0, 0.66, 0.8519, 545, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_checksum_level(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L219_C0\", \"label\": \"error_missing_args\", \"type\": \"class\", \"loc\": [219, 220], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.603, 0.0055, 0, 0.66, 0.8704, 477, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_missing_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_missing_args(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L221_C0\", \"label\": \"error_too_many_args\", \"type\": \"class\", \"loc\": [221, 222], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.6085, 0.0055, 0, 0.66, 0.8889, 922, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_too_many_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_too_many_args(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L223_C0\", \"label\": \"error_inputs_multiple_args\", \"type\": \"class\", \"loc\": [223, 224], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.614, 0.0055, 0, 0.66, 0.9074, 701, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_inputs_multiple_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_inputs_multiple_args(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L225_C0\", \"label\": \"error_set_input\", \"type\": \"class\", \"loc\": [225, 226], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.6195, 0.0055, 0, 0.66, 0.9259, 411, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_set_input\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_set_input(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L227_C0\", \"label\": \"error_no_head_tasks\", \"type\": \"class\", \"loc\": [227, 228], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.625, 0.0055, 0, 0.66, 0.9444, 489, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_no_head_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_no_head_tasks(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L229_C0\", \"label\": \"error_no_tail_tasks\", \"type\": \"class\", \"loc\": [229, 230], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.6305, 0.0055, 0, 0.66, 0.963, 202, 0, 0, 0, 0, 145, 0, 0], \"semantic\": {\"name\": \"error_no_tail_tasks\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class error_no_tail_tasks(error_task):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L241_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [241, 350], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.8118, 0.3022, 0, 0.66, 0.9815, 0, 0, 0, 0, 0, 0, 0, 22], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n import unittest\\n\\n #\\n # minimal task object to test exceptions\\n #\\n class task:\\n class Task (object):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Import_L242_C4\", \"label\": \"unittest import unittest\", \"type\": \"import\", \"loc\": [242, 242], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L241_C0\", \"vector\": [1, 1, 0.6648, 0.0027, 1, 0.91, 0.0, 88, 0, 1, 0, 0, 88, 0, 0], \"semantic\": {\"name\": \"unittest\", \"arg_names\": [], \"import_names\": [\"unittest\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import unittest\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L247_C4\", \"label\": \"task\", \"type\": \"class\", \"loc\": [247, 255], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L241_C0\", \"vector\": [3, 1, 0.6896, 0.0247, 1, 0.91, 0.5, 305, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class task:\\n class Task (object):\\n \\\"\\\"\\\"\\n dummy task\\n \\\"\\\"\\\"\\n _action_mkdir = 1\\n def __init__(self, _name, _action_type = 0):\\n self._action_type = _action_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L248_C8\", \"label\": \"Task\", \"type\": \"class\", \"loc\": [248, 255], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L247_C4\", \"vector\": [3, 2, 0.6909, 0.022, 2, 0.31, 0.0, 981, 0, 1, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"Task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class Task (object):\\n \\\"\\\"\\\"\\n dummy task\\n \\\"\\\"\\\"\\n _action_mkdir = 1\\n def __init__(self, _name, _action_type = 0):\\n self._action_type = _action_type\\n self._name = _name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L249_C12\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [249, 251], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L248_C8\", \"vector\": [8, 3, 0.6868, 0.0082, 3, 0.31, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n dummy task\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L252_C12\", \"label\": \"_action_mkdir =\", \"type\": \"assigned_variable\", \"loc\": [252, 252], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L248_C8\", \"vector\": [14, 3, 0.6923, 0.0027, 3, 0.31, 0.5, 391, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"_action_mkdir\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" _action_mkdir = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L253_C12\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [253, 255], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L248_C8\", \"vector\": [2, 3, 0.6978, 0.0082, 3, 0.31, 1.0, 555, 0, 3, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"_name\", \"_action_type\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, _name, _action_type = 0):\\n self._action_type = _action_type\\n self._name = _name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L254_C16\", \"label\": \"self._action_type =\", \"type\": \"assigned_variable\", \"loc\": [254, 254], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L253_C12\", \"vector\": [14, 4, 0.6978, 0.0027, 4, 0.29, 0.0, 131, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._action_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._action_type = _action_type\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L255_C16\", \"label\": \"self._name =\", \"type\": \"assigned_variable\", \"loc\": [255, 255], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L253_C12\", \"vector\": [14, 4, 0.7005, 0.0027, 4, 0.29, 1.0, 257, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self._name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self._name = _name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L258_C4\", \"label\": \"Test_exceptions\", \"type\": \"class\", \"loc\": [258, 350], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L241_C0\", \"vector\": [3, 1, 0.8352, 0.2555, 1, 0.91, 1.0, 31, 0, 2, 0, 0, 878, 0, 22], \"semantic\": {\"name\": \"Test_exceptions\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" class Test_exceptions(unittest.TestCase):\\n\\n # self.assertEqual(self.seq, range(10))\\n # self.assert_(element in self.seq)\\n # self.assertRaises(ValueError, random.sample, self.seq, 20)\\n\\n\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"label\": \"test_error_task\", \"type\": \"function\", \"loc\": [266, 288], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L258_C4\", \"vector\": [2, 2, 0.761, 0.0632, 2, 0.56, 0.0, 480, 0, 1, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"test_error_task\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def test_error_task(self):\\n \\\"\\\"\\\"\\n test\\n \\\"\\\"\\\"\\n fake_task1 = task.Task(\\\"task1\\\")\\n fake_task2 = task.Task(\\\"task2\\\")\\n fake_mkdir_task3 = task.Task(\\\"task3\\\", task.Task._action_mkdir)\\n fake_mkdir_task4 = task.Task(\\\"task4\\\", task.Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L267_C12\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [267, 269], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.7363, 0.0082, 3, 0.23, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n test\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L270_C12\", \"label\": \"fake_task1 = Task()\", \"type\": \"assigned_variable\", \"loc\": [270, 270], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [14, 3, 0.7418, 0.0027, 3, 0.23, 0.1, 207, 3, 1, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_task1\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_task1 = task.Task(\\\"task1\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L271_C12\", \"label\": \"fake_task2 = Task()\", \"type\": \"assigned_variable\", \"loc\": [271, 271], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [14, 3, 0.7445, 0.0027, 3, 0.23, 0.2, 756, 3, 1, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_task2\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_task2 = task.Task(\\\"task2\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L272_C12\", \"label\": \"fake_mkdir_task3 = Task()\", \"type\": \"assigned_variable\", \"loc\": [272, 272], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [14, 3, 0.7473, 0.0027, 3, 0.23, 0.3, 601, 3, 2, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_mkdir_task3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_mkdir_task3 = task.Task(\\\"task3\\\", task.Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L273_C12\", \"label\": \"fake_mkdir_task4 = Task()\", \"type\": \"assigned_variable\", \"loc\": [273, 273], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [14, 3, 0.75, 0.0027, 3, 0.23, 0.4, 711, 3, 2, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_mkdir_task4\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_mkdir_task4 = task.Task(\\\"task4\\\", task.Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L274_C12\", \"label\": \"e = error_task()\", \"type\": \"assigned_variable\", \"loc\": [274, 274], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [14, 3, 0.7527, 0.0027, 3, 0.23, 0.5, 175, 3, 0, 0, 0, 145, 10, 1], \"semantic\": {\"name\": \"e\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"error_task\", \"annotation\": \"\"}, \"snippet\": \" e = error_task()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L275_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [275, 275], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.7555, 0.0027, 3, 0.23, 0.6, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_task1 , \\\"Some message 0\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L276_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [276, 276], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.7582, 0.0027, 3, 0.23, 0.7, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_task2 , \\\"Some message 1\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L277_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [277, 277], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.761, 0.0027, 3, 0.23, 0.8, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_mkdir_task3, \\\"Some message 2\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L278_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [278, 278], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.7637, 0.0027, 3, 0.23, 0.9, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_mkdir_task4, \\\"Some message 3\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L279_C12\", \"label\": \"assertEqual()\", \"type\": \"expression\", \"loc\": [279, 288], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L266_C8\", \"vector\": [8, 3, 0.7788, 0.0275, 3, 0.23, 1.0, 299, 3, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"assertEqual\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"assertEqual\", \"annotation\": \"\"}, \"snippet\": \" self.assertEqual(str(e),\\n\\\"\\\"\\\"\\n\\n Some message 3 for\\n\\n 'def task1(...):'\\n 'def task2(...):'\\n task3\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"label\": \"test_RethrownJobError\", \"type\": \"function\", \"loc\": [290, 350], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L258_C4\", \"vector\": [2, 2, 0.8791, 0.1676, 2, 0.56, 1.0, 317, 0, 1, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"test_RethrownJobError\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def test_RethrownJobError(self):\\n \\\"\\\"\\\"\\n test\\n \\\"\\\"\\\"\\n #job_name, exception_name, exception_value, exception_stack\\n exception_data = [\\n [\\n \\\"task1\\\",\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L291_C12\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [291, 293], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.8022, 0.0082, 3, 0.94, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n test\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L295_C12\", \"label\": \"exception_data =\", \"type\": \"assigned_variable\", \"loc\": [295, 311], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8324, 0.0467, 3, 0.94, 0.0909, 348, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"exception_data\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" exception_data = [\\n [\\n \\\"task1\\\",\\n \\\"[[temp_branching_dir/a.2, a.1] -> temp_branching_dir/a.3]\\\",\\n \\\"ruffus.task.MissingInputFileError\\\",\\n \\\"(instance value)\\\",\\n \\\"Traceback (most recent call last):\\\\n File \\\\\\\"what.file.py\\\\\\\", line 333, in some_func\\\\n somecode(sfasf)\\\\n\\\"\\n ],\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L312_C12\", \"label\": \"e = RethrownJobError()\", \"type\": \"assigned_variable\", \"loc\": [312, 312], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8571, 0.0027, 3, 0.94, 0.1818, 175, 3, 1, 0, 0, 10, 10, 1], \"semantic\": {\"name\": \"e\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RethrownJobError\", \"annotation\": \"\"}, \"snippet\": \" e = RethrownJobError(exception_data)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L313_C12\", \"label\": \"fake_task1 = Task()\", \"type\": \"assigned_variable\", \"loc\": [313, 313], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8599, 0.0027, 3, 0.94, 0.2727, 207, 3, 1, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_task1\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_task1 = task.Task(\\\"task1\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L314_C12\", \"label\": \"fake_task2 = Task()\", \"type\": \"assigned_variable\", \"loc\": [314, 314], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8626, 0.0027, 3, 0.94, 0.3636, 756, 3, 1, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_task2\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_task2 = task.Task(\\\"task2\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L315_C12\", \"label\": \"fake_mkdir_task3 = Task()\", \"type\": \"assigned_variable\", \"loc\": [315, 315], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8654, 0.0027, 3, 0.94, 0.4545, 601, 3, 2, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_mkdir_task3\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_mkdir_task3 = task.Task(\\\"task3\\\", task.Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Assign_L316_C12\", \"label\": \"fake_mkdir_task4 = Task()\", \"type\": \"assigned_variable\", \"loc\": [316, 316], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [14, 3, 0.8681, 0.0027, 3, 0.94, 0.5455, 711, 3, 2, 0, 0, 981, 10, 1], \"semantic\": {\"name\": \"fake_mkdir_task4\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Task\", \"annotation\": \"\"}, \"snippet\": \" fake_mkdir_task4 = task.Task(\\\"task4\\\", task.Task._action_mkdir)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L317_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [317, 317], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.8709, 0.0027, 3, 0.94, 0.6364, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_task1 , \\\"Exceptions running jobs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L318_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [318, 318], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.8736, 0.0027, 3, 0.94, 0.7273, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_task2 , \\\"Exceptions running jobs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L319_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [319, 319], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.8764, 0.0027, 3, 0.94, 0.8182, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_mkdir_task3, \\\"Exceptions running jobs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L320_C12\", \"label\": \"specify_task()\", \"type\": \"expression\", \"loc\": [320, 320], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.8791, 0.0027, 3, 0.94, 0.9091, 415, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"specify_task\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"specify_task\", \"annotation\": \"\"}, \"snippet\": \" e.specify_task (fake_mkdir_task4, \\\"Exceptions running jobs\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L321_C12\", \"label\": \"assertEqual()\", \"type\": \"expression\", \"loc\": [321, 350], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L290_C8\", \"vector\": [8, 3, 0.9217, 0.0824, 3, 0.94, 1.0, 299, 3, 2, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"assertEqual\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"assertEqual\", \"annotation\": \"\"}, \"snippet\": \" self.assertEqual(str(e),\\n\\\"\\\"\\\"\\n\\n Exceptions running jobs for\\n\\n 'def task1(...):'\\n 'def task2(...):'\\n task3\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L357_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [357, 360], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.9849, 0.011, 0, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n if sys.argv.count(\\\"--debug\\\"):\\n sys.argv.remove(\\\"--debug\\\")\\n unittest.main()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82405:If_L358_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [358, 359], \"level\": 1, \"parent\": 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portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\n\n\"\"\"\n\n********************************************\n:mod:`ruffus_utility` -- Overview\n********************************************\n\n\n.. moduleauthor:: Leo Goodstadt <ruffus@llew.org.uk>\n\n Common utility functions\n\n\n\"\"\"\n\n\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# imports\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\nimport os,copy\nimport re\nimport types\nimport glob\nfrom functools import reduce\nif __name__ == '__main__':\n import sys\n sys.path.insert(0,\".\")\nfrom .ruffus_exceptions import *\n#import task\nimport collections\nfrom collections import defaultdict\nimport multiprocessing.managers\nimport hashlib\nimport marshal\ntry:\n import cPickle as pickle\nexcept:\n import pickle as pickle\nimport operator\nfrom . import dbdict\nfrom itertools import chain\nif sys.hexversion >= 0x03000000:\n # everything is unicode in python3\n path_str_type = str\nelse:\n path_str_type = basestring\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Constants\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n#\n# file to store history out to\n#\nRUFFUS_HISTORY_FILE = '.ruffus_history.sqlite'\n# If DEFAULT_RUFFUS_HISTORY_FILE is specified in the environment variables, use that instead\nif \"DEFAULT_RUFFUS_HISTORY_FILE\" in os.environ:\n RUFFUS_HISTORY_FILE = os.environ[\"DEFAULT_RUFFUS_HISTORY_FILE\"]\n\n\nCHECKSUM_FILE_TIMESTAMPS = 0 # only rerun when the file timestamps are out of date (classic mode)\nCHECKSUM_HISTORY_TIMESTAMPS = 1 # also rerun when the history shows a job as being out of date\nCHECKSUM_FUNCTIONS = 2 # also rerun when function body has changed\nCHECKSUM_FUNCTIONS_AND_PARAMS = 3 # also rerun when function parameters or function body change\n\nCHECKSUM_REGENERATE = 2 # regenerate checksums\n\n#_________________________________________________________________________________________\n\n# t_extra_inputs\n# namespaced enum\n\n#_________________________________________________________________________________________\nclass t_extra_inputs:\n (ADD_TO_INPUTS, REPLACE_INPUTS, KEEP_INPUTS, KEEP_OUTPUTS) = list(range(4))\n\n#_________________________________________________________________________________________\n\n# inputs\n\n#_________________________________________________________________________________________\nclass inputs(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'inputs%r' % (self.args,)\n\n#_________________________________________________________________________________________\n\n# add_inputs\n\n#_________________________________________________________________________________________\nclass add_inputs(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'add_inputs%r' % (self.args,)\n\n#_________________________________________________________________________________________\n#\n# get_default_checksum_level\n#\n#_________________________________________________________________________________________\ndef get_default_checksum_level ():\n \"\"\"\n Use the checksum level from the environmental variable DEFAULT_RUFFUS_CHECKSUM_LEVEL\n Otherwise default to CHECKSUM_HISTORY_TIMESTAMPS\n \"\"\"\n\n #\n # environmental variable not set\n #\n if \"DEFAULT_RUFFUS_CHECKSUM_LEVEL\" not in os.environ:\n return CHECKSUM_HISTORY_TIMESTAMPS\n\n\n\n #\n # lookup value from list of CHECKSUM_XXX constants\n #\n checksum_level = None\n env_checksum_level = os.environ[\"DEFAULT_RUFFUS_CHECKSUM_LEVEL\"]\n if len(env_checksum_level) == 1 and env_checksum_level in \"0123\":\n checksum_level = int(env_checksum_level)\n else:\n global_var = globals()\n for key in global_var:\n if key.startswith('CHECKSUM') and global_var[key] == env_checksum_level:\n checksum_level = value\n\n #\n # check environmental variable is valid string\n #\n if checksum_level is None:\n raise error_checksum_level((\"The environmental value \"\n \"DEFAULT_RUFFUS_CHECKSUM_LEVEL should be: [0-3 | \"\n \"CHECKSUM_FILE_TIMESTAMPS | \"\n \"CHECKSUM_HISTORY_TIMESTAMPS | \"\n \"CHECKSUM_FUNCTIONS | \"\n \"CHECKSUM_FUNCTIONS_AND_PARAMS] (rather than '%s') \")\n % (env_checksum_level,))\n\n return checksum_level\n\n\n#_________________________________________________________________________________________\n\n# open_job_history\n\n#_________________________________________________________________________________________\ndef get_default_history_file_name ():\n history_file = RUFFUS_HISTORY_FILE\n #\n # try path expansion using the main script name\n #\n try:\n import __main__ as main\n path_parts = path_decomposition (os.path.abspath(main.__file__))\n history_file = history_file.format(**path_parts)\n except Exception:\n pass\n return history_file\n\ndef open_job_history (history_file):\n \"\"\"\n Given a history file name, opens the correspond sqllite db file and returns the handle\n \"\"\"\n if not history_file:\n history_file = get_default_history_file_name ()\n\n return dbdict.open(history_file, picklevalues=True)\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Functions\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\nclass JobHistoryChecksum:\n \"\"\"Class to remember exactly how an output file was created and when.\"\"\"\n\n def __str__(self):\n from time import strftime, gmtime\n if hasattr(self, \"params\"):\n return str([self.outfile,\n strftime(\"%d %b %Y %H:%M:%S\", gmtime(self.mtime)),\n self.params,\n self.task_name\n ])\n else:\n return strftime(\"%d %b %Y %H:%M:%S\", gmtime(self.mtime))\n\n def __init__(self, outfile, mtime, params, task):\n # filename and modification time\n self.outfile = outfile\n self.mtime = mtime\n\n # Uncomment next two lines to debug:\n #self.params = params\n #self.task_name = task._name\n\n # checksum exact params used to generate this output file\n self.chksum_params = hashlib.md5(pickle.dumps(params)).hexdigest()\n # checksum the function bytecode as well as the function context\n # Don't use func_code alone-- changing the line number of the function,\n # what global variables are available, etc would all change the checksum\n if sys.hexversion >= 0x03000000:\n code = task.user_defined_work_func.__code__\n func_defaults = task.user_defined_work_func.__defaults__\n else:\n code = task.user_defined_work_func.func_code\n func_defaults = task.user_defined_work_func.func_defaults\n func_code = marshal.dumps(code.co_code)\n\n\n #\n # pickle code very defensively, but hopefully without breaking Jake Biesinger's pipelines!\n #\n attributes_to_pickle = [func_defaults,\n code.co_argcount,\n code.co_consts,\n code.co_names,\n code.co_nlocals,\n code.co_varnames]\n\n pickle_results = []\n for aa in attributes_to_pickle:\n # Can't cpickle nested functions: typically blows up with func_code.co_consts\n try:\n pickle_results.append(pickle.dumps(aa))\n continue\n except:\n pass\n # Marshal seems to be less sensitive: try that\n try:\n pickle_results.append(marshal.dumps(aa))\n continue\n except:\n pass\n # Just make a string out of the attribute\n try:\n pickle_results.append(str(aa))\n continue\n except:\n pass\n # OK give up, do nothing: On your head it is\n\n\n func_extras = reduce(operator.add, pickle_results)\n self.chksum_func = hashlib.md5(func_code + func_extras).hexdigest()\n\n\n\n#_________________________________________________________________________________________\n#\n# parameter_list_as_string\n#\n#_________________________________________________________________________________________\ndef parameter_list_as_string (parameters):\n \"\"\"\n Input list of parameters\n Turn this into a string for display\n\n E.g.\n\n \"\"\"\n if parameters is None:\n return \"\"\n elif not isinstance(parameters, list):\n raise Exception(\"Unexpected parameter list %s\" % (parameters,))\n else:\n return str(parameters)[1:-1]\n\n#_________________________________________________________________________________________\n#\n# path_decomposition\n#\n#_________________________________________________________________________________________\ndef path_decomposition (orig_path):\n \"\"\"\n returns a dictionary identifying the components of a file path:\n This has the following keys\n basename: (any) base (file) name of the path not including the extension. No slash included\n ext: (any) extension of the path including the \".\"\n path: a list of subpaths created by removing subdirectory names\n subdir: a list of subdirectory names from the most nested to the root\n For example\n apath = \"/a/b/c/d/filename.txt\"\n { 'basename': 'filename',\n 'ext': '.txt'\n 'path': ['/a/b/c/d', '/a/b/c', '/a/b', '/a', '/'], ,\n 'subdir': ['d', 'c', 'b', 'a', '/']\n }\n \"{path[2]}/changed/{subdir[0]}\".format(**res) = '/a/b/changed/d'\n \"{path[3]}/changed/{subdir[1]}\".format(**res) = '/a/changed/c'\n \"\"\"\n def recursive_split (a_path):\n \"\"\"\n split the path into its subdirectories recursively\n \"\"\"\n if not len(a_path):\n return [[],[]]\n if a_path == \"/\" or a_path == \"//\":\n return [ [a_path] , [a_path]]\n sub_path_part, sub_dir_part = os.path.split(a_path)\n if sub_dir_part:\n sub_path_parts, sub_dir_parts = recursive_split (sub_path_part)\n return [ [a_path] + sub_path_parts,\n [sub_dir_part] + sub_dir_parts]\n else:\n return [ [] , [\"/\"]]\n #\n if not len(orig_path):\n return {'path': [], 'basename': '', 'ext': '', 'subdir': []}\n\n # stop normpath from being too clever and removing initial ./ and terminal slash, turning paths into filenames\n if orig_path in [ \"./\", \"/.\"]:\n a_path = orig_path\n else:\n a_path = os.path.normpath(orig_path)\n if orig_path[0:2] == \"./\" and a_path[0:2] != \"./\":\n a_path = \"./\" + a_path\n\n if orig_path[-1] == \"/\" and a_path[-1:] != \"/\":\n a_path += \"/\"\n\n path_part, file_part = os.path.split(a_path)\n file_part, ext_part = os.path.splitext(file_part)\n subpaths, subdirs = recursive_split (path_part)\n return {'basename': file_part,\n 'ext': ext_part,\n 'subpath': subpaths,\n 'subdir': subdirs,\n 'path': path_part}\n\n\n#_________________________________________________________________________________________\n#\n# get_nth_nested_level_of_path\n#\n#_________________________________________________________________________________________\ndef get_nth_nested_level_of_path (orig_path, n_levels):\n \"\"\"\n Return path with up to N levels of subdirectories\n 0 = full path\n N = 1 : basename\n N = 2 : basename + one subdirectory\n\n For example\n 0 /test/this/now/or/not.txt\n 1 not.txt\n 2 or/not.txt\n 3 now/or/not.txt\n 4 this/now/or/not.txt\n 5 test/this/now/or/not.txt\n 6 /test/this/now/or/not.txt\n 7 /test/this/now/or/not.txt\n \"\"\"\n if not n_levels or n_levels < 0:\n return orig_path\n res = path_decomposition(orig_path)\n basename = res[\"basename\"] + res[\"ext\"]\n shortened_path = os.path.join(*(list(reversed(res[\"subdir\"][0:(n_levels - 1)]))+[basename]))\n if len(shortened_path) < len(orig_path):\n return \".../\" + shortened_path\n\n\n\n#_________________________________________________________________________________________\n#\n# swap_nesting_order\n#\n#_________________________________________________________________________________________\ndef swap_nesting_order (orig_coll):\n \"\"\"\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\n \"\"\"\n new_dict = defaultdict(dict)\n new_list = []\n for ii, ii_item in enumerate(orig_coll):\n for jj, value in ii_item.items():\n if isinstance(jj, int):\n # resize\n new_list += [{}]*(jj + 1 - len(new_list))\n new_list[jj][ii] = value\n else:\n new_dict[jj][ii] = value\n return new_list, new_dict\n\n#_________________________________________________________________________________________\n#\n# swap_doubly_nested_order\n#\n#_________________________________________________________________________________________\ndef swap_doubly_nested_order (orig_coll):\n \"\"\"\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\n \"\"\"\n new_dict = dict()\n new_list = []\n for ii, ii_item in enumerate(orig_coll):\n for jj, jj_item in enumerate(ii_item):\n for kk, value in jj_item.items():\n if isinstance(kk, int):\n # resize\n new_list += [{}]*(kk + 1 - len(new_list))\n if ii not in new_list[kk]:\n new_list[kk][ii] = dict()\n new_list[kk][ii][jj] = value\n else:\n if kk not in new_dict:\n new_dict[kk] = dict()\n if ii not in new_dict[kk]:\n new_dict[kk][ii] = dict()\n new_dict[kk][ii][jj] = value\n\n return new_list, new_dict\n\n\n#_________________________________________________________________________________________\n#\n# regex_match_str\n#\n#_________________________________________________________________________________________\ndef regex_match_str(test_str, compiled_regex):\n \"\"\"\n Returns result of regular expression match in a dictionary\n combining both named and unnamed captures\n \"\"\"\n if compiled_regex:\n if isinstance(compiled_regex, path_str_type):\n compiled_regex = re.compile(compiled_regex)\n mm = compiled_regex.search(test_str)\n # Match failed\n if mm is None:\n return False\n else:\n # No capture\n if mm.lastindex is None:\n return {0: mm.group(0)}\n # Combined named and unnamed captures\n else:\n # no dictionary comprehensions in python 2.6 :-(\n #matchdicts.append({i : mm.group(i) for i in (range(mm.lastindex) + mm.groupdict().keys())})\n return dict((i, mm.group(i)) for i in (chain( iter(range(mm.lastindex + 1)),\n iter(mm.groupdict().keys()))))\n\n else:\n return None\n\n\n#_________________________________________________________________________________________\n#\n# path_decomposition_regex_match\n#\n#_________________________________________________________________________________________\ndef path_decomposition_regex_match (test_str, compiled_regex):\n \"\"\"\n Returns a dictionary identifying the components of a file path.\n\n This includes both the components of a path:\n basename: (any) base (file) name of the path not including the extension. No slash included\n ext: (any) extension of the path including the \".\"\n path: a list of subpaths created by removing subdirectory names\n subdir: a list of subdirectory names from the most nested to the root\n and regular expression matches\n The keys are the index or name of the capturing group.\n\n\n If compiled_regexes is not specified, return path decomposition only\n\n If compiled_regexes is specified, and the corresponding regular expression does not match,\n the entire match fails\n\n For example\n\n path_decomposition_regex_match(\"/a/b/c/sample1.bam\", r\"(.*)(?P<id>\\d+)\\..+\")\n\n {\n 0: '/a/b/c/sample1.bam', // captured by index\n 1: '/a/b/c/sample', // captured by index\n 'id': '1' // captured by name\n 'ext': '.bam',\n 'subdir': ['c', 'b', 'a', '/'],\n 'subpath': ['/a/b/c', '/a/b', '/a', '/'],\n 'path': '/a/b/c',\n 'basename': 'sample1',\n },\n\n path_decomposition_regex_match(\"dbsnp15.vcf\", r\"(.*)(?P<id>\\d+)\\..+\")\n {\n 0: 'dbsnp15.vcf', // captured by index\n 1: 'dbsnp1', // captured by index\n 'id': '5' // captured by name\n 'ext': '.vcf',\n 'subdir': [],\n 'path': [],\n 'basename': 'dbsnp15',\n },\n\n\n // fail\n path_decomposition_regex_match(\"/test.txt\", r\"(.*)(?P<id>\\d+)\\..+\")\n {}\n\n // path components only\n path_decomposition_regex_match(\"/test.txt\", None)\n {\n 'ext': '.txt',\n 'subdir': ['/']\n 'subpath': ['/'],\n 'path': '/',\n 'basename': 'test',\n }\n\n \"\"\"\n pp = path_decomposition(test_str)\n\n # regular expression not specified\n # just path\n if compiled_regex is None:\n return pp\n\n rr = regex_match_str(test_str, compiled_regex)\n\n # regular expression match failed\n # nothing\n if rr == False:\n return {}\n\n #\n # regular expression matches override file decomposition values in\n # case of clashes between predefined keys such as \"basename\" and\n # regular expression named capture groups\n #\n pp.update(rr)\n return pp\n\n\n#_________________________________________________________________________________________\n#\n# check_compiled_regexes\n#\n#_________________________________________________________________________________________\ndef check_compiled_regexes (compiled_regexes, expected_num):\n \"\"\"\n check compiled_regexes are of the right type and number\n \"\"\"\n if compiled_regexes is None:\n return [None] * expected_num\n\n if not isinstance(compiled_regexes, list):\n raise Exception(\"Expecting list of None and strings\")\n\n # pad compiled_regexes with None\n if len(compiled_regexes) < expected_num:\n compiled_regexes.extend([None] * (expected_num - len(compiled_regexes)))\n\n # Turn strings to regular expression just in case\n # We don't want to do this here because the error messages are not very nice:\n # There is not much context left\n compiled_regexes = [re.compile(rr) if isinstance(rr, path_str_type) else rr for rr in compiled_regexes]\n\n # check types\n regex_types = type(re.compile(\"\")), type(None)\n for rr in compiled_regexes:\n if not isinstance(rr, regex_types):\n raise Exception(\"Unexpected type %s ('%s') specified in regular expression list. Expecting string or compiled regular expression\" % (type(rr), rr))\n\n return compiled_regexes\n\n\n#_________________________________________________________________________________________\n#\n# get_all_paths_components\n#\n#_________________________________________________________________________________________\ndef get_all_paths_components(paths, compiled_regexes):\n \"\"\"\n For each path in a list,\n \"\"\"\n #\n # merge regular expression matches and path decomposition\n #\n compiled_regexes = check_compiled_regexes (compiled_regexes, len(paths))\n return [path_decomposition_regex_match (pp, rr) for (pp, rr) in zip(paths, compiled_regexes)]\n\n\n\n#_________________________________________________________________________________________\n#\n# apply_func_to_sequence\n#\n#_________________________________________________________________________________________\ndef apply_func_to_sequence(seq, func, tuple_of_conforming_types = (path_str_type,), tuple_of_sequences_types = (list, tuple,set)):\n \"\"\"\n Recurses into list/tuple/set sequences to apply func to conforming types\n Non-conforming types are left alone\n \"\"\"\n if isinstance(seq, tuple_of_conforming_types):\n return func(seq)\n elif isinstance(seq, tuple_of_sequences_types):\n return type(seq)(apply_func_to_sequence(pp, func, tuple_of_conforming_types, tuple_of_sequences_types) for pp in seq)\n else:\n return seq\n\n\n#_________________________________________________________________________________________\n#\n# t_regex_replace\n#\n#_________________________________________________________________________________________\nclass t_regex_replace(object):\n def __init__ (self, filename, regex_str, compiled_regex, regex_or_suffix):\n self.regex_or_suffix = regex_or_suffix\n self.compiled_regex = compiled_regex\n self.regex_str = regex_str\n self.filename = filename\n def __call__(self, p):\n #\n # check if substitution pattern is mis-specified\n #\n if \"\\1\"in p or \"\\2\" in p :\n raise error_unescaped_regular_expression_forms(\"['%s'] \" % (p.replace(\"\\1\", r\"\\1\").replace(\"\\2\", r\"\\2\")) +\n \"The special regular expression characters \"\n r\"\\1 and \\2 need to be 'escaped' in python. \"\n r\"The easiest option is to use python 'raw' strings \"\n r\"e.g. r'\\1_in_a string\\2'. See http://docs.python.org/library/re.html.\")\n #\n # For suffix(), replaces the suffix part by adding leading r\"\\1\" to the substitution pattern\n #\n # If r\"\\1\" is specified, then we presume you know what you are doing...\n #\n if self.regex_or_suffix == SUFFIX_SUBSTITUTE:\n if r\"\\1\" not in p and r\"\\g<1>\" not in p:\n match_p = r\"\\g<1>\" + p\n else:\n match_p = p\n\n # throw exception if doesn't match regular expression at all\n (res_str, cnt_replacements) = self.compiled_regex.subn(match_p, self.filename)\n if cnt_replacements == 0:\n raise error_input_file_does_not_match(\"File '%s' does not match suffix('%s') and pattern '%s'\" % (self.filename, self.regex_str, p))\n return res_str\n\n #\n # Normal substitution\n #\n # For suffix(), complete replacement by the specified pattern text\n # only substitute if r\"\\1\" or r\"\\g<1>\" is specified\n #\n #\n err_str = \"\"\n try:\n (res_str, cnt_replacements) = self.compiled_regex.subn(p, self.filename)\n if cnt_replacements > 0:\n return res_str\n except re.error:\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n err_str = str(exceptionValue)\n raise fatal_error_input_file_does_not_match(\"File '%s' does not match regex('%s') and pattern '%s':\\n\\t%s\\n\" % (self.filename, self.regex_str, p, err_str))\n except IndexError:\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n err_str = str(exceptionValue)\n raise fatal_error_input_file_does_not_match(\"File '%s' does not match regex('%s') and pattern '%s':\\n\\t%s\\n\" % (self.filename, self.regex_str, p, err_str))\n\n #except (re.error, IndexError):\n #err_str = str(sys.exc_info()[1]),\n\n raise error_input_file_does_not_match(\"File '%s' does not match regex('%s') and pattern '%s'\\n%s\\n\" % (self.filename, self.regex_str, p, err_str))\n\n#_________________________________________________________________________________________\n#\n# t_formatter_replace\n#\n#_________________________________________________________________________________________\nclass t_formatter_replace(object):\n def __init__ (self, filenames, regex_strings, compiled_regexes = None):\n self.filenames = filenames\n # get the full absolute, normalised paths\n filenames = [os.path.abspath(f) for f in filenames]\n self.path_regex_components = get_all_paths_components(filenames, compiled_regexes)\n self.display_regex_strings = parameter_list_as_string(regex_strings)\n\n\n\n def __call__(self, p):\n # swapped nesting order makes the syntax easier to explain:\n # The first level of indirection is always the path component\n # So basename[0] is the file name for the first file\n # This looks better than the normal 0[basename]\n\n # some contortions because format decodes {0} as an offset into a list and not not a lookup into a dict...\n dl, dd = swap_nesting_order(self.path_regex_components)\n try:\n return p.format(*dl, **dd)\n except (KeyError, IndexError):\n raise error_input_file_does_not_match(\"Field '%s' in ('%s') using formatter(%s) fails to match Files '%s'.\"\n \".\"\n % ( str(sys.exc_info()[1]),\n p,\n self.display_regex_strings,\n self.filenames))\n\n\n#_________________________________________________________________________________________\n#\n# t_nested_formatter_replace\n#\n#_________________________________________________________________________________________\nclass t_nested_formatter_replace(object):\n \"\"\"\n Like t_formatter_replace but with one additional level of nesting\n I.e. everything is a list comprehension!\n For combinatorics @decorators\n \"\"\"\n def __init__ (self, filenames, regex_strings, compiled_regexes):\n # make sure that we have the same level of nestedness for regular expressions and file names etc.\n if len(filenames) != len(regex_strings) or len(filenames) != len(compiled_regexes):\n raise Exception(\"Logic Error.\")\n self.filenames = filenames\n # get the full absolute, normalised paths\n filenames = [[os.path.abspath(f) for f in filegroups] for filegroups in filenames]\n self.path_regex_components = [get_all_paths_components(f, r) for (f,r) in zip(filenames, compiled_regexes)]\n self.display_regex_strs = [parameter_list_as_string(ss) for ss in regex_strings]\n\n\n def __call__(self, p):\n # swapped nesting order makes the syntax easier to explain:\n # The first level of indirection is always the path component\n # So basename[0] is the file name for the first file\n # This looks better than the normal 0[basename]\n\n # some contortions because format decodes {0} as an offset into a list and not not a lookup into a dict...\n dl, dd = swap_doubly_nested_order(self.path_regex_components)\n try:\n return p.format(*dl, **dd)\n except (KeyError, IndexError):\n formatter_str = \", \".join(\"formatter(%s)\" % ss for ss in self.display_regex_strs)\n raise error_input_file_does_not_match(\"Unmatched field %s in ('%s') using %s fails to match Files '%s'\"\n \".\"\n % ( str(sys.exc_info()[1]),\n p,\n formatter_str,\n self.filenames))\n\n\n#_________________________________________________________________________________________\n#\n# regex_replace\n#\n#_________________________________________________________________________________________\n\n#\n# Perform normal regular expression substitution\n#\nREGEX_SUBSTITUTE = 0\n#\n# An extra peculiar mode to help suffix along:\n# Suffix regular expression have an implicit capture for everything up to the specified\n# suffix text\n\n#\n# By default, replaces the suffix part by adding leading r\"\\1\" to the substitution pattern\n# If r\"\\1\" is already specified in the pattern, then we presume you know what\n# you are doing, and will let you get along with it\n#\nSUFFIX_SUBSTITUTE = 1\n\n#\n# REGEX_SUBSTITUTE is used for suffix() matches in 'extra' arguments (additional to output)\n# which are strings\n#\n# Complete replacement happens. If you wish to retain the prefix text\n# before the suffix, you can do so by adding r\"\\1\"\n#\n\ndef regex_replace(filename, regex_str, compiled_regex, substitution_patterns, regex_or_suffix = REGEX_SUBSTITUTE):\n return apply_func_to_sequence(substitution_patterns, t_regex_replace(filename, regex_str, compiled_regex, regex_or_suffix))\n\ndef formatter_replace (filenames, regex_str, compiled_regex, substitution_patterns):\n return apply_func_to_sequence(substitution_patterns, t_formatter_replace(filenames, regex_str, compiled_regex))\n\ndef nested_formatter_replace (filenames, regex_strings, compiled_regexes, substitution_patterns):\n return apply_func_to_sequence(substitution_patterns, t_nested_formatter_replace(filenames, regex_strings, compiled_regexes))\n\n\n#_________________________________________________________________________________________\n\n# non_str_sequence\n\n#_________________________________________________________________________________________\ndef non_str_sequence (arg):\n \"\"\"\n Whether arg is a sequence.\n We treat strings / dicts however as a singleton not as a sequence\n\n \"\"\"\n #will only dive into list and set, everything else is not regarded as a sequence\n #loss of flexibility but more conservative\n #if (isinstance(arg, (basestring, dict, multiprocessing.managers.DictProxy))):\n if (not isinstance(arg, (list, tuple, set))):\n return False\n try:\n test = iter(arg)\n return True\n except TypeError:\n return False\n\n#_________________________________________________________________________________________\n\n# get_strings_in_flattened_sequence_aux\n\n# helper function for next function\n\n#_________________________________________________________________________________________\ndef get_strings_in_flattened_sequence_aux(p, l = None):\n \"\"\"\n Unravels arbitrarily nested sequence and returns lists of strings\n \"\"\"\n if l is None:\n l = []\n if isinstance(p, path_str_type):\n l.append(p)\n elif non_str_sequence (p):\n for pp in p:\n get_strings_in_flattened_sequence_aux(pp, l)\n return l\n\n\n#_________________________________________________________________________________________\n\n# non_str_sequence\n\n#_________________________________________________________________________________________\ndef get_strings_in_flattened_sequence (p):\n \"\"\"\n Traverses nested sequence and for each element, returns first string encountered\n \"\"\"\n if p is None:\n return []\n\n #\n # string is returned as list of single string\n #\n if isinstance(p, path_str_type):\n return [p]\n\n #\n # Get all strings flattened into list\n #\n return get_strings_in_flattened_sequence_aux(p)\n\n\n#_________________________________________________________________________________________\n\n# get_first_string_in_nested_sequence\n\n#_________________________________________________________________________________________\ndef get_first_string_in_nested_sequence (p):\n strings = get_strings_in_flattened_sequence (p)\n if len(strings):\n return strings[0]\n return None\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Encoders: turn objects and filenames into a more presentable format\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\ndef ignore_unknown_encoder(obj):\n if non_str_sequence (obj):\n return \"[%s]\" % \", \".join(map(ignore_unknown_encoder, obj))\n try:\n s= str(obj)\n if \" object\" in s and s[0] == '<' and s[-1] == '>':\n pos = s.find(\" object\")\n s = \"<\" + s[1:pos].replace(\"__main__.\", \"\") + \">\"\n return s.replace('\"', \"'\")\n except:\n return \"<%s>\" % str(obj.__class__).replace('\"', \"'\")\n\n#_________________________________________________________________________________________\n#\n# shorten_filenames_encoder\n#________________________________________________________________________________________\ndef shorten_filenames_encoder (obj, n_levels = 2):\n \"\"\"\n Convert a set of parameters into a string\n Paths with > N levels of nested-ness are truncated\n \"\"\"\n\n #\n # if < 0, nest by 2\n #\n if n_levels < 0:\n desired_len = - n_levels\n prev_encoded_len = 0\n #\n # try more and more nestedness up to 9 if that fits inside desired length\n # stop when increasing nestedness makes no difference\n #\n for nestedness in range(1, 20):\n res = shorten_filenames_encoder (obj, nestedness)\n if len(res) > desired_len or \"...\" not in res:\n break\n prev_encoded_len = len(res)\n desired_len = max(4, desired_len - 5)\n offset = len(res) - desired_len\n if offset < 0:\n return res\n return \"<???> \" + res[offset:]\n\n\n\n #\n # Recurse into lists and tuples\n #\n if non_str_sequence (obj):\n return \"[%s]\" % \", \".join(map(shorten_filenames_encoder, obj, [n_levels] * len(obj)))\n\n #\n # Only shorten strings\n #\n if not isinstance(obj, path_str_type):\n return ignore_unknown_encoder(obj)\n\n\n #\n # level = 0 means return full absolute path\n #\n if not n_levels:\n return ignore_unknown_encoder(os.path.abspath(obj))\n\n #\n # Shorten both relative and absolute (full) paths\n #\n\n # if within bounds, return that\n if obj[1:].count('/') < n_levels:\n return ignore_unknown_encoder(obj)\n\n # use relative path if that has <= nested level\n rel_path = os.path.relpath(obj)\n if rel_path.count('/') <= n_levels:\n #print >>sys.stderr, \"relative path only one nested level\"\n return ignore_unknown_encoder(rel_path)\n\n # get last N nested levels\n #print >>sys.stderr, \"full path last N nested level\"\n return ignore_unknown_encoder(get_nth_nested_level_of_path (obj, n_levels))\n\n\n\n\n\n#_________________________________________________________________________________________\n#\n# get_tasks_filename_globs_in_nested_sequence\n#\n#________________________________________________________________________________________\nglob_letters = set('*[]?')\ndef is_glob(s):\n \"\"\"Check whether 's' contains ANY of glob chars\"\"\"\n return len(glob_letters.intersection(s)) > 0\n\n\n\n#_________________________________________________________________________________________\n#\n# get_nested_tasks_or_globs\n#\n#________________________________________________________________________________________\ndef get_nested_tasks_or_globs(p, treat_strings_as_tasks = False, runtime_data_names=None, tasks=None, globs = None):\n \"\"\"\n Get any tasks or globs which are within parameter\n tasks are returned as functions or function names\n \"\"\"\n #\n # create storage if this is not a recursive call\n #\n if globs is None:\n runtime_data_names, tasks, globs = set(), set(), set()\n\n #\n # task function\n #\n if (isinstance(p, collections.Callable)):\n tasks.add(p)\n elif p.__class__.__name__ == 'Task':\n tasks.add(p)\n elif isinstance(p, runtime_parameter):\n runtime_data_names.add(p)\n\n #\n # output_from treats all arguments as tasks or task names\n #\n elif isinstance(p, output_from):\n for pp in p.args:\n get_nested_tasks_or_globs(pp, True, runtime_data_names, tasks, globs)\n\n elif isinstance(p, path_str_type):\n if treat_strings_as_tasks:\n tasks.add(p)\n elif is_glob(p):\n globs.add(p)\n\n elif non_str_sequence (p):\n for pp in p:\n get_nested_tasks_or_globs(pp, treat_strings_as_tasks, runtime_data_names, tasks, globs)\n return tasks, globs, runtime_data_names\n\n#_________________________________________________________________________________________\n#\n# replace_func_names_with_tasks\n#\n#________________________________________________________________________________________\ndef replace_func_names_with_tasks(p, func_or_name_to_task, treat_strings_as_tasks = False):\n \"\"\"\n Replaces task functions or task name (strings) with the tasks they represent\n func_or_name_to_task are a dictionary of function and task names to tasks\n\n \"\"\"\n #\n # Expand globs or tasks as a list only if they are top level\n #\n if isinstance(p, collections.Callable):\n #if type(p) == types.FunctionType:\n return func_or_name_to_task[p]\n\n #\n # output_from treats all arguments as tasks or task names\n #\n if isinstance(p, output_from):\n if len(p.args) == 1:\n return replace_func_names_with_tasks(p.args[0], func_or_name_to_task, True)\n else:\n return [replace_func_names_with_tasks(pp, func_or_name_to_task, True) for pp in p.args]\n\n #\n # strings become tasks if treat_strings_as_tasks\n #\n if isinstance(p, path_str_type):\n if treat_strings_as_tasks:\n return func_or_name_to_task[p]\n return p\n\n #\n # No conversions within dictionaries\n #\n if isinstance(p, dict):\n return p\n\n #\n # Other sequences are recursed down\n #\n elif non_str_sequence(p):\n l = list()\n for pp in p:\n\n #\n # To be intuitive:\n # arguments wrapped by output_from are always treated \"in-line\"\n # e.g. 1, output_from(\"a\") => 1, task_a\n # e.g. 1, output_from(\"a\", 2) => 1, task_a, 2\n #\n if isinstance(pp, output_from):\n if len(pp.args) > 1:\n l.extend(tuple(replace_func_names_with_tasks(pp, func_or_name_to_task, True)))\n elif len(pp.args) == 1:\n l.append(replace_func_names_with_tasks(pp.args[0], func_or_name_to_task, True))\n # else len(pp.args) == 0 !! do nothing\n\n else:\n l.append(replace_func_names_with_tasks(pp, func_or_name_to_task, treat_strings_as_tasks))\n return type(p)(l)\n\n #\n # No expansions of non-string/non-sequences\n #\n else:\n return p\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# compiling regular expressions\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n#_________________________________________________________________________________________\n\n# suffix\n\n#_________________________________________________________________________________________\nclass suffix(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'suffix%r' % (self.args,)\n\n#_________________________________________________________________________________________\n\n# regex\n\n#_________________________________________________________________________________________\nclass regex(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'regex%r' % (self.args,)\n\n#_________________________________________________________________________________________\n\n# regex\n\n#_________________________________________________________________________________________\nclass formatter(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'formatter%r' % (self.args,)\n\n#_________________________________________________________________________________________\n\n# wrap_exception_as_string\n\n#_________________________________________________________________________________________\ndef wrap_exception_as_string ():\n \"\"\"\n return exception as string to be rethrown\n \"\"\"\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\n msg = \"%s.%s\" % (exceptionType.__module__, exceptionType.__name__)\n exception_value = str(exceptionValue)\n if len(exception_value):\n return msg + \": (%s)\" % exception_value\n return msg\n\n\n#_________________________________________________________________________________________\n\n# compile_formatter\n\n#_________________________________________________________________________________________\ndef compile_formatter(enclosing_task, formatter_obj, error_object, descriptor_string):\n \"\"\"\n Given list of [string|None]\n Return compiled regular expressions.\n \"\"\"\n\n compiled_regexes = []\n for ss in formatter_obj.args:\n # ignore None\n if ss is None:\n compiled_regexes.append(None)\n continue\n\n formatter_args = str(formatter_obj.args)[1:-1]\n # regular expression should be strings\n if not isinstance(ss, path_str_type):\n raise error_object(enclosing_task, (\"{descriptor_string}: \"\n \"formatter({formatter_args}) is malformed\\n\"\n \"formatter(...) should only be used to wrap \"\n 'regular expression strings or None (not \"{ss}\")')\n .format(descriptor_string = descriptor_string,\n formatter_args = formatter_args,\n ss = ss)\n )\n\n try:\n compiled_regexes.append(re.compile(ss))\n except:\n raise error_object(enclosing_task, (\"{descriptor_string}: \"\n \"in formatter({formatter_args}) \\n\"\n 'regular expression \"{ss}\" is malformed\\n'\n \"[{except_str}]\")\n .format(descriptor_string = descriptor_string,\n formatter_args = formatter_args,\n ss = ss,\n except_str = wrap_exception_as_string())\n )\n return compiled_regexes\n\n\n\n#_________________________________________________________________________________________\n\n# compile_regex\n\n#_________________________________________________________________________________________\ndef compile_regex(enclosing_task, regex, error_object, descriptor_string, regex_object_name = \"regex\"):\n \"\"\"\n throw error unless regular expression compiles\n \"\"\"\n if not len(regex.args) or len(regex.args) > 1 or not isinstance(regex.args[0], path_str_type):\n regex_str = str(regex.args)\n if len(regex.args) > 1:\n regex_str = regex_str[1:-1]\n elif len(regex.args) == 0:\n regex_str = ''\n else:\n regex_str = regex_str\n raise error_object(enclosing_task, (\"{descriptor_string}: \"\n \"{regex_object_name}({regex_str}) is malformed\\n\"\n \"{regex_object_name}(...) should only be used to wrap a single regular expression string\")\n .format(descriptor_string = descriptor_string,\n regex_str = regex_str,\n regex_object_name = regex_object_name)\n )\n try:\n matching_regex = re.compile(regex.args[0])\n return matching_regex\n except:\n raise error_object(enclosing_task, (\"{descriptor_string}: \"\n \"regular expression {regex_object_name}('{regex_str}') is malformed\\n\"\n \"[{except_str}]\")\n .format(descriptor_string = descriptor_string,\n regex_object_name = regex_object_name,\n regex_str = regex.args[0],\n except_str = wrap_exception_as_string())\n )\n\n#_________________________________________________________________________________________\n\n# compile_suffix\n\n#_________________________________________________________________________________________\ndef compile_suffix(enclosing_task, regex, error_object, descriptor_string):\n \"\"\"\n throw error unless regular expression compiles\n \"\"\"\n if not len(regex.args):\n raise error_object(enclosing_task, \"%s: \" % descriptor_string +\n \"suffix() is malformed.\\n\" +\n \"suffix(...) should be used to wrap a string matching the suffices of file names\")\n if len(regex.args) > 1 or not isinstance(regex.args[0], path_str_type):\n raise error_object(enclosing_task, \"%s: \" % descriptor_string +\n \"suffix('%s') is malformed.\\n\" % (regex.args,) +\n \"suffix(...) should only be used to wrap a single string matching the suffices of file names\")\n try:\n matching_regex = re.compile(\"(.*)\" + re.escape(regex.args[0]) + \"$\")\n return matching_regex\n except:\n raise error_object(enclosing_task, \"%s: \" % descriptor_string +\n \"suffix('%s') is somehow malformed\\n\" % regex.args[0] +\n \"[%s]\" % wrap_exception_as_string())\n\n#_________________________________________________________________________________________\n\n# check_parallel_parameters\n\n#_________________________________________________________________________________________\ndef check_parallel_parameters (enclosing_task, params, error_object):\n \"\"\"\n Helper function for @files\n Checks format of parameters and\n whether there are input and output files specified for each job\n \"\"\"\n if not len(params):\n raise Exception(\"@parallel parameters is empty.\")\n\n for job_param in params:\n if isinstance(job_param, path_str_type):\n message = (\"Wrong syntax for @parallel.\\n\"\n \"@parallel(%s)\\n\" % ignore_unknown_encoder(params) +\n \"If you are supplying parameters for a task \"\n \"running as a single job, \"\n \"either don't put enclosing brackets at all (with each parameter \"\n \"separated by commas) or enclose all parameters as a nested list of \"\n \"lists, e.g. [['input', 'output' ...]]. \"\n )\n raise error_object(enclosing_task, message)\n\n\n\n#_________________________________________________________________________________________\n\n# check_files_io_parameters\n\n#_________________________________________________________________________________________\ndef check_files_io_parameters (enclosing_task, params, error_object):\n \"\"\"\n Helper function for @files\n Checks format of parameters and\n whether there are input and output files specified for each job\n \"\"\"\n #if not len(params):\n # raise Exception(\"@files I/O parameters is empty.\")\n\n try:\n for job_param in params:\n if isinstance(job_param, path_str_type):\n raise TypeError\n\n if len(job_param) < 1:\n raise error_object(enclosing_task, \"Missing input files for job \" +\n ignore_unknown_encoder(job_param))\n if len(job_param) < 2:\n raise error_object(enclosing_task, \"Missing output files for job \" +\n ignore_unknown_encoder(job_param))\n #if len(get_strings_in_flattened_sequence(job_param[0:2])) == 0:\n # raise error_object(enclosing_task, \"Input or output file parameters should \"\n # \"contain at least one or more file names strings. \"\n # \"Consider using @parallel if you are not using files. \" +\n # ignore_unknown_encoder(job_param))\n except TypeError:\n #\n # job_param was not a list\n #\n message = (\"Wrong syntax for @files.\\n@files(%s)\\n\" % ignore_unknown_encoder(params) +\n \"If you are supplying parameters for a task \"\n \"running as a single job, \"\n \"either don't put enclosing brackets at all (with each parameter \"\n \"separated by commas) or enclose all parameters as a nested list of \"\n \"lists, e.g. [['input', 'output' ...]]. \"\n )\n raise error_object(enclosing_task, message)\n\n#_________________________________________________________________________________________\n#\n# expand_nested_tasks_or_globs\n#\n#________________________________________________________________________________________\ndef expand_nested_tasks_or_globs(p, tasksglobs_to_filenames):\n \"\"\"\n Expand globs and tasks \"in-line\", unless they are the top level, in which case turn\n it into a list\n\n N.B. Globs are only expanded if they are in tasksglobs_to_filenames\n This function is called for @split descriptors which leave output globs untouched\n for clarity. Thanks to Noah Spies for spotting this!\n \"\"\"\n\n #\n # Expand globs or tasks as a list only if they are top level\n #\n if ( (isinstance(p, path_str_type) and is_glob(p) and p in tasksglobs_to_filenames) or\n p.__class__.__name__ == 'Task' or\n isinstance(p, runtime_parameter) ):\n return tasksglobs_to_filenames[p]\n\n #\n # No expansions of strings and dictionaries\n #\n if isinstance(p, (path_str_type, dict)):\n return p\n\n #\n # Other sequences are recursed down\n #\n elif non_str_sequence(p):\n l = list()\n for pp in p:\n if (isinstance(pp, path_str_type) and pp in tasksglobs_to_filenames):\n l.extend(tasksglobs_to_filenames[pp])\n elif pp.__class__.__name__ == 'Task' or isinstance(pp, runtime_parameter):\n files = tasksglobs_to_filenames[pp]\n # task may have produced a single output: in which case append\n if non_str_sequence(files):\n l.extend(files)\n else:\n l.append(files)\n else:\n l.append(expand_nested_tasks_or_globs(pp, tasksglobs_to_filenames))\n return type(p)(l)\n\n #\n # No expansions of non-string/non-sequences\n #\n else:\n return p\n\n\n\n#_________________________________________________________________________________________\n\n# get_parsed_arguments_str_for_errors\n\n# helper funciton for parse_task_arguments()\n\n#_________________________________________________________________________________________\ndef get_parsed_arguments_str_for_errors (task_description, bad_arg_str, unnamed_result_strs, named_result_strs):\n \"\"\"\n Helper function for parse_task_arguments\n Prints out offending argument (bad_arg_str) in the context of already parsed\n arguments so that we can quickly figure out where the error is coming from\n \"\"\"\n indent = task_description.find(\"(\") + 1\n parsed_arg_str = \", \".join(unnamed_result_strs + named_result_strs)\n # make function names clearer in arg list\n parsed_arg_str = re.sub(r\"<function (\\w+) at 0x[0-9a-f]+>\", r\"\\1\", parsed_arg_str)\n return task_description % (parsed_arg_str + \", ...\\n\" +\n # mark out problem\n (\" \" * (indent-5 if indent - 5 > 0 else 0)) + \"===> \" +\n bad_arg_str)\n\n\n\n#_________________________________________________________________________________________\n\n# parse_task_arguments\n\n#_________________________________________________________________________________________\ndef parse_task_arguments ( orig_unnamed_arguments, orig_named_arguments, expected_arguments, task_description):\n \"\"\"\n Parse arguments parsed into decorators or Pipeline.transform etc.\n Special handling for optional arguments in the middle of argument list\n 1) @product\n can have (input, filter, input1, filter1, input2, filter2....)\n 2) @transform, @subdivide, @collate, @product, @combinatorics which have\n (..., [add_inputs(...)|inputs(...)],...)\n or ([add_inputs=...|replace_inputs=...])\n or ([add_inputs=add_inputs(...)|replace_inputs=inputs(...)])\n Special handling for variable number of arguments at the end of the argument list\n which all become \"extras\"\n \"\"\"\n results = {}\n unnamed_arguments = list(orig_unnamed_arguments)\n named_arguments = dict(orig_named_arguments)\n # parsed results in string form for error messages\n unnamed_result_strs = []\n named_result_strs = []\n\n\n #________________________________________________________________________________________\n #\n # parse_add_inputs()\n #\n #________________________________________________________________________________________\n def parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, result_strs):\n \"\"\"\n Parse arguments for add_inputs and replace_inputs, i.e. 'inputs()' and 'add_inputs()'\n input_type =inputs|add_inputs\n arg_name = replace_inputs | add_inputs\n modify_inputs_mode = t_extra_inputs.REPLACE_INPUTS| t_extra_inputs.ADD_TO_INPUTS\n \"\"\"\n results[\"modify_inputs_mode\"] = modify_inputs_mode\n if input_type == inputs:\n # inputs() only takes a single argument. Throw error otherwise\n if len(parsed_arg.args) != 1:\n err_msg = \"inputs() expects a single argument:\\n%s\" % (\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\n \"%s%r\" % (input_type.__name__, tuple(parsed_arg.args)),\n unnamed_result_strs,\n named_result_strs))\n #print (err_msg, file=sys.stderr)\n raise error_inputs_multiple_args(err_msg)\n\n # unpack add_inputs / inputs and save results\n results[\"modify_inputs\"] = parsed_arg.args[0]\n else:\n results[\"modify_inputs\"] = parsed_arg.args\n result_strs.append(\"%s=%r\" % (arg_name, parsed_arg.args))\n\n\n\n #________________________________________________________________________________________\n #\n # check_argument_type\n #\n #________________________________________________________________________________________\n def check_argument_type (arg_name, parsed_arg, argument_types):\n \"\"\"\n check if parsed_arg is right type\n \"\"\"\n if argument_types and not isinstance(parsed_arg, argument_types):\n err_msg = (\"The '%s' argument should be %s:\\n%s\" %\n (arg_name, # argument name\n \" or \".join(\"%s\" % tt.__name__ for tt in argument_types), # type names\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\n \"%s = %r\" % (arg_name, parsed_arg),\n unnamed_result_strs, named_result_strs)))\n #print (err_msg, file=sys.stderr)\n raise TypeError(err_msg)\n\n return parsed_arg\n #________________________________________________________________________________________\n #\n # parse_argument\n # helper function for parsing a single arguement\n #________________________________________________________________________________________\n def parse_argument (arg_name, expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory, argument_types = None):\n \"\"\"\n All missing, non-mandatory are empty list\n \"\"\"\n # ignore if not on list\n if not arg_name in expected_arguments:\n return\n\n #\n # look among unnamed arguments first\n #\n if len(unnamed_arguments):\n #\n # check correct type\n #\n parsed_arg = check_argument_type (arg_name, unnamed_arguments[0], argument_types)\n #\n # Save parsed results\n #\n results[arg_name] = parsed_arg\n unnamed_result_strs.append(\"%s=%r\" % (arg_name, parsed_arg))\n del unnamed_arguments[0]\n\n #\n # then named\n #\n elif arg_name in named_arguments:\n #\n # check correct type\n #\n parsed_arg = check_argument_type (arg_name, named_arguments[arg_name], argument_types)\n #\n # Save parsed results\n #\n results[arg_name] = parsed_arg\n named_result_strs.append(\"%s=%r\" % (arg_name, parsed_arg))\n del named_arguments[arg_name]\n\n #\n # complain or ignore missing?\n #\n else:\n if mandatory:\n err_msg = \"Missing '%s' argument:\\n%s\" % (\n arg_name, # argument name\n get_parsed_arguments_str_for_errors(task_description, # bad arg in\n arg_name + \" = ???\",# context of parsed\n unnamed_result_strs,\n named_result_strs))\n #print (err_msg, file=sys.stderr)\n raise error_missing_args(err_msg)\n else:\n results[arg_name] = []\n\n #\n # Missing input is empty list\n #\n parse_argument ('input', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = False)\n\n #\n # filter is mandatory if expected\n #\n parse_argument ('filter', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True, argument_types = (formatter, regex, suffix))\n\n #\n # inputN\n #\n if 'inputN' in expected_arguments:\n #\n # put already parsed input and filter into the list\n #\n results[\"input\"] = [results[\"input\"]]\n results[\"filter\"] = [results[\"filter\"]]\n cnt_inputN = 1\n #\n # parse argument pairs at a time, so long as the second argument is a formatter\n #\n while len(unnamed_arguments) >= 2 and isinstance(unnamed_arguments[1], formatter):\n filter_name = \"filter%d\" % (cnt_inputN + 1)\n input_name = \"input%d\" % (cnt_inputN + 1)\n unnamed_result_strs.append(\"%s=%r\" % (input_name, unnamed_arguments[0]))\n unnamed_result_strs.append(\"%s=%r\" % (filter_name, unnamed_arguments[1]))\n results[\"input\"].append(unnamed_arguments[0])\n results[\"filter\"].append(unnamed_arguments[1])\n cnt_inputN += 1\n del unnamed_arguments[0:2]\n\n #\n # parse named arguments while there is a filter2, filter3 etc.\n #\n filter_name = \"filter%d\" % (cnt_inputN + 1)\n input_name = \"input%d\" % (cnt_inputN + 1)\n while filter_name in named_arguments:\n results[\"filter\"].append(named_arguments[filter_name])\n named_result_strs.append(\"%s=%r\" % (filter_name, named_arguments[filter_name]))\n del named_arguments[filter_name]\n # parse input2, input3 or leave blank as empty list\n if input_name in named_arguments:\n results[\"input\"].append(named_arguments[input_name])\n named_result_strs.append(\"%s=%r\" % (input_name, named_arguments[input_name]))\n del named_arguments[input_name]\n else:\n results[\"input\"].append([])\n cnt_inputN += 1\n filter_name = \"filter%d\" % (cnt_inputN + 1)\n input_name = \"input%d\" % (cnt_inputN + 1)\n\n\n #\n # tuple size is int and mandatory if exists\n #\n parse_argument ('tuple_size', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True, argument_types = (int,))\n\n #\n # add_inputs / inputs are optional\n #\n if 'modify_inputs' in expected_arguments:\n results[\"modify_inputs_mode\"] = t_extra_inputs.KEEP_INPUTS\n results[\"modify_inputs\"] = None\n parse_add_inputs = ((inputs, \"inputs\", \"replace_inputs\", t_extra_inputs.REPLACE_INPUTS), (add_inputs, \"add_inputs\", \"add_inputs\", t_extra_inputs.ADD_TO_INPUTS))\n if len(unnamed_arguments):\n #\n # Is add_inputs or inputs in unnamed arguments?\n # Parse out contents and save in results[\"replace_inputs\"] or results[\"add_inputs\"]\n #\n for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\n parsed_arg = unnamed_arguments[0]\n if isinstance(parsed_arg, input_type):\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, unnamed_result_strs)\n del unnamed_arguments[0]\n break\n #\n # Otherwise is add_inputs or inputs in named arguments?\n # Parse out contents only if necessary and save in results[\"replace_inputs\"] or results[\"add_inputs\"]\n #\n if results[\"modify_inputs_mode\"] == t_extra_inputs.KEEP_INPUTS:\n for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\n if arg_name in named_arguments:\n parsed_arg = named_arguments[arg_name]\n if isinstance(parsed_arg, input_type):\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\n else:\n results[\"modify_inputs\"] = parsed_arg\n results[\"modify_inputs_mode\"] = modify_inputs_mode\n del named_arguments[arg_name]\n break\n\n\n #\n # output is mandatory if exists\n #\n parse_argument ('output', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True)\n\n #\n # extras is mandatory if exists\n #\n if 'extras' in expected_arguments:\n if len(unnamed_arguments):\n # move list to results: remember python does shallow copies of lists\n results['extras'] = unnamed_arguments\n unnamed_result_strs.append(\"%s=%r\" % (\"extras\", unnamed_arguments))\n unnamed_arguments = []\n #del unnamed_arguments[:]\n elif 'extras' in named_arguments:\n results['extras' ] = named_arguments['extras' ]\n named_result_strs.append(\"%s=%r\" % (\"extras\", named_arguments['extras' ]))\n del named_arguments['extras' ]\n else:\n results['extras' ] = []\n\n\n if len(unnamed_arguments):\n err_msg = (\"Too many unnamed arguments leftover:\\n%s\" %\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\n (\", \".join((\"%r\" % a) for a in unnamed_arguments)),\n unnamed_result_strs, named_result_strs))\n #print (err_msg, file=sys.stderr)\n raise error_too_many_args(err_msg)\n if len(named_arguments):\n err_msg = (\"Duplicate, conflicting or unrecognised arguments:\\n%s\" %\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\n \", \".join(\"%s=%r\" %(k, v) for k,v in named_arguments.items()),\n unnamed_result_strs, named_result_strs))\n #print (err_msg, file=sys.stderr)\n raise error_too_many_args(err_msg)\n\n\n return results\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# special markers used by @files_re\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\nclass combine(object):\n def __init__ (self, *args):\n self.args = args\n\nclass output_from(object):\n def __init__ (self, *args):\n self.args = args\n def __repr__ (self, *args):\n return 'output_from%r' % (self.args,)\n\nclass runtime_parameter(object):\n def __init__ (self, *args):\n if len(args) != 1 or not isinstance(args[0], path_str_type):\n raise Exception(\"runtime_parameter takes the name of the run time parameter as a single string\")\n self.args = args\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Unit Testing code in test/test_ruffus_utility.py\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82406"},"node_count":{"kind":"number","value":584,"string":"584"},"total_lines":{"kind":"number","value":1740,"string":"1,740"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L2_C0\", \"label\": \"from __future__ import print_function\", \"type\": \"import\", \"loc\": [2, 2], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0011, 0.0006, 0, 0.66, 0.0, 777, 0, 1, 0, 0, 777, 0, 0], \"semantic\": {\"name\": \"__future__\", \"arg_names\": [], \"import_names\": [\"print_function\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from __future__ import print_function\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L3_C0\", \"label\": \"sys import sys\", \"type\": \"import\", \"loc\": [3, 3], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0017, 0.0006, 0, 0.66, 0.0128, 509, 0, 1, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L4_C0\", \"label\": \"re import re\", \"type\": \"import\", \"loc\": [4, 4], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0023, 0.0006, 0, 0.66, 0.0256, 540, 0, 1, 0, 0, 540, 0, 0], \"semantic\": {\"name\": \"re\", \"arg_names\": [], \"import_names\": [\"re\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import re\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L5_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [5, 6], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0032, 0.0011, 0, 0.66, 0.0385, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if sys.hexversion < 0x03000000:\\n from future_builtins import zip\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L6_C4\", \"label\": \"from future_builtins import zip\", \"type\": \"import\", \"loc\": [6, 6], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L5_C0\", \"vector\": [1, 1, 0.0034, 0.0006, 1, 0.75, 0.0, 982, 0, 1, 0, 0, 982, 0, 0], \"semantic\": {\"name\": \"future_builtins\", \"arg_names\": [], \"import_names\": [\"zip\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" from future_builtins import zip\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L34_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [34, 46], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.023, 0.0075, 0, 0.66, 0.0513, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"\\\"\\\"\\\"\\n\\n********************************************\\n:mod:`ruffus_utility` -- Overview\\n********************************************\\n\\n\\n.. moduleauthor:: Leo Goodstadt <ruffus@llew.org.uk>\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L57_C0\", \"label\": \"os import os, copy\", \"type\": \"import\", \"loc\": [57, 57], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0328, 0.0006, 0, 0.66, 0.0641, 688, 0, 2, 0, 0, 688, 0, 0], \"semantic\": {\"name\": \"os\", \"arg_names\": [], \"import_names\": [\"os\", \"copy\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import os,copy\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L58_C0\", \"label\": \"re import re\", \"type\": \"import\", \"loc\": [58, 58], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0333, 0.0006, 0, 0.66, 0.0769, 540, 0, 1, 0, 0, 540, 0, 0], \"semantic\": {\"name\": \"re\", \"arg_names\": [], \"import_names\": [\"re\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import re\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L59_C0\", \"label\": \"types import types\", \"type\": \"import\", \"loc\": [59, 59], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0339, 0.0006, 0, 0.66, 0.0897, 209, 0, 1, 0, 0, 209, 0, 0], \"semantic\": {\"name\": \"types\", \"arg_names\": [], \"import_names\": [\"types\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import types\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L60_C0\", \"label\": \"glob import glob\", \"type\": \"import\", \"loc\": [60, 60], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0345, 0.0006, 0, 0.66, 0.1026, 958, 0, 1, 0, 0, 958, 0, 0], \"semantic\": {\"name\": \"glob\", \"arg_names\": [], \"import_names\": [\"glob\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import glob\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L61_C0\", \"label\": \"from functools import reduce\", \"type\": \"import\", \"loc\": [61, 61], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0351, 0.0006, 0, 0.66, 0.1154, 711, 0, 1, 0, 0, 711, 0, 0], \"semantic\": {\"name\": \"functools\", \"arg_names\": [], \"import_names\": [\"reduce\"], \"rhs_call_name\": \"\", \"annotation\": 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\"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L64_C4\", \"label\": \"insert()\", \"type\": \"expression\", \"loc\": [64, 64], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L62_C0\", \"vector\": [8, 1, 0.0368, 0.0006, 1, 0.78, 1.0, 368, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"insert\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"insert\", \"annotation\": \"\"}, \"snippet\": \" sys.path.insert(0,\\\".\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L65_C0\", \"label\": \"from ruffus_exceptions import *\", \"type\": \"import\", \"loc\": [65, 65], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0374, 0.0006, 0, 0.66, 0.141, 612, 0, 1, 0, 0, 612, 0, 0], \"semantic\": {\"name\": \"ruffus_exceptions\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .ruffus_exceptions import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L67_C0\", \"label\": \"collections import collections\", \"type\": \"import\", \"loc\": [67, 67], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0385, 0.0006, 0, 0.66, 0.1538, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"collections\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import collections\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L68_C0\", \"label\": \"from collections import defaultdict\", \"type\": \"import\", \"loc\": [68, 68], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0391, 0.0006, 0, 0.66, 0.1667, 193, 0, 1, 0, 0, 193, 0, 0], \"semantic\": {\"name\": \"collections\", \"arg_names\": [], \"import_names\": [\"defaultdict\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from collections import defaultdict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L69_C0\", \"label\": \"multiprocessing.managers import multiprocessing.managers\", \"type\": \"import\", \"loc\": [69, 69], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0397, 0.0006, 0, 0.66, 0.1795, 70, 0, 1, 0, 0, 70, 0, 0], \"semantic\": {\"name\": \"multiprocessing.managers\", \"arg_names\": [], \"import_names\": [\"multiprocessing.managers\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import multiprocessing.managers\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L70_C0\", \"label\": \"hashlib import hashlib\", \"type\": \"import\", \"loc\": [70, 70], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0402, 0.0006, 0, 0.66, 0.1923, 154, 0, 1, 0, 0, 154, 0, 0], \"semantic\": {\"name\": \"hashlib\", \"arg_names\": [], \"import_names\": [\"hashlib\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import hashlib\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L71_C0\", \"label\": \"marshal import marshal\", \"type\": \"import\", \"loc\": [71, 71], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0408, 0.0006, 0, 0.66, 0.2051, 291, 0, 1, 0, 0, 291, 0, 0], \"semantic\": {\"name\": \"marshal\", \"arg_names\": [], \"import_names\": [\"marshal\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import marshal\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L72_C0\", \"label\": \"try\", \"type\": \"try\", \"loc\": [72, 75], \"level\": 0, \"parent\": null, \"vector\": [7, 0, 0.0422, 0.0023, 0, 0.66, 0.2179, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"try:\\n import cPickle as pickle\\nexcept:\\n import pickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L73_C4\", \"label\": \"cPickle import pickle\", \"type\": \"import\", \"loc\": [73, 73], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L72_C0\", \"vector\": [1, 1, 0.042, 0.0006, 1, 0.45, 0.0, 279, 0, 1, 0, 0, 279, 0, 0], \"semantic\": {\"name\": \"cPickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import cPickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L75_C4\", \"label\": \"pickle import pickle\", \"type\": \"import\", \"loc\": [75, 75], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L72_C0\", \"vector\": [1, 1, 0.0431, 0.0006, 1, 0.45, 0.0, 848, 0, 1, 0, 0, 848, 0, 0], \"semantic\": {\"name\": \"pickle\", \"arg_names\": [], \"import_names\": [\"pickle\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import pickle as pickle\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L76_C0\", \"label\": \"operator import operator\", \"type\": \"import\", \"loc\": [76, 76], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0437, 0.0006, 0, 0.66, 0.2308, 616, 0, 1, 0, 0, 616, 0, 0], \"semantic\": {\"name\": \"operator\", \"arg_names\": [], \"import_names\": [\"operator\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import operator\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L77_C0\", \"label\": \"from import dbdict\", \"type\": \"import\", \"loc\": [77, 77], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0443, 0.0006, 0, 0.66, 0.2436, 0, 0, 1, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [\"dbdict\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from . import dbdict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L78_C0\", \"label\": \"from itertools import chain\", \"type\": \"import\", \"loc\": [78, 78], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.0448, 0.0006, 0, 0.66, 0.2564, 808, 0, 1, 0, 0, 808, 0, 0], \"semantic\": {\"name\": \"itertools\", \"arg_names\": [], \"import_names\": [\"chain\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from itertools import chain\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L79_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [79, 83], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.0466, 0.0029, 0, 0.66, 0.2692, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if sys.hexversion >= 0x03000000:\\n # everything is unicode in python3\\n path_str_type = str\\nelse:\\n path_str_type = basestring\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L81_C4\", \"label\": \"path_str_type =\", \"type\": \"assigned_variable\", \"loc\": [81, 81], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L79_C0\", \"vector\": [14, 1, 0.0466, 0.0006, 1, 0.45, 0.0, 630, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"path_str_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" path_str_type = str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L83_C4\", \"label\": \"path_str_type =\", \"type\": \"assigned_variable\", \"loc\": [83, 83], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L79_C0\", \"vector\": [14, 1, 0.0477, 0.0006, 1, 0.45, 1.0, 630, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"path_str_type\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" path_str_type = basestring\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L95_C0\", \"label\": \"RUFFUS_HISTORY_FILE =\", \"type\": \"assigned_variable\", \"loc\": [95, 95], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0546, 0.0006, 0, 0.66, 0.2821, 6, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"RUFFUS_HISTORY_FILE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"RUFFUS_HISTORY_FILE = '.ruffus_history.sqlite'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L97_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [97, 98], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.056, 0.0011, 0, 0.66, 0.2949, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if \\\"DEFAULT_RUFFUS_HISTORY_FILE\\\" in os.environ:\\n RUFFUS_HISTORY_FILE = os.environ[\\\"DEFAULT_RUFFUS_HISTORY_FILE\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L98_C4\", \"label\": \"RUFFUS_HISTORY_FILE =\", \"type\": \"assigned_variable\", \"loc\": [98, 98], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L97_C0\", \"vector\": [14, 1, 0.0563, 0.0006, 1, 0.39, 0.0, 6, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"RUFFUS_HISTORY_FILE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" RUFFUS_HISTORY_FILE = os.environ[\\\"DEFAULT_RUFFUS_HISTORY_FILE\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L101_C0\", \"label\": \"CHECKSUM_FILE_TIMESTAMPS =\", \"type\": \"assigned_variable\", \"loc\": [101, 101], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.058, 0.0006, 0, 0.66, 0.3077, 651, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CHECKSUM_FILE_TIMESTAMPS\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CHECKSUM_FILE_TIMESTAMPS = 0 # only rerun when the file timestamps are out of date (classic mode)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L102_C0\", \"label\": \"CHECKSUM_HISTORY_TIMESTAMPS =\", \"type\": \"assigned_variable\", \"loc\": [102, 102], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0586, 0.0006, 0, 0.66, 0.3205, 138, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CHECKSUM_HISTORY_TIMESTAMPS\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CHECKSUM_HISTORY_TIMESTAMPS = 1 # also rerun when the history shows a job as being out of date\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L103_C0\", \"label\": \"CHECKSUM_FUNCTIONS =\", \"type\": \"assigned_variable\", \"loc\": [103, 103], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0592, 0.0006, 0, 0.66, 0.3333, 44, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CHECKSUM_FUNCTIONS\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CHECKSUM_FUNCTIONS = 2 # also rerun when function body has changed\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L104_C0\", \"label\": \"CHECKSUM_FUNCTIONS_AND_PARAMS =\", \"type\": \"assigned_variable\", \"loc\": [104, 104], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0598, 0.0006, 0, 0.66, 0.3462, 960, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CHECKSUM_FUNCTIONS_AND_PARAMS\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CHECKSUM_FUNCTIONS_AND_PARAMS = 3 # also rerun when function parameters or function body change\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L106_C0\", \"label\": \"CHECKSUM_REGENERATE =\", \"type\": \"assigned_variable\", \"loc\": [106, 106], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.0609, 0.0006, 0, 0.66, 0.359, 369, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"CHECKSUM_REGENERATE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"CHECKSUM_REGENERATE = 2 # regenerate checksums\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L114_C0\", \"label\": \"t_extra_inputs\", \"type\": \"class\", \"loc\": [114, 115], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0658, 0.0011, 0, 0.66, 0.3718, 916, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"t_extra_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_extra_inputs:\\n (ADD_TO_INPUTS, REPLACE_INPUTS, KEEP_INPUTS, KEEP_OUTPUTS) = list(range(4))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L115_C4\", \"label\": \"ADD_TO_INPUTS, REPLACE_INPUTS, KEEP_INPUTS, KEEP_OUTPUTS = list()\", \"type\": \"assigned_variable\", \"loc\": [115, 115], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L114_C0\", \"vector\": [14, 1, 0.0661, 0.0006, 1, 0.56, 0.0, 62, 3, 1, 0, 0, 430, 10, 2], \"semantic\": {\"name\": \"ADD_TO_INPUTS, REPLACE_INPUTS, KEEP_INPUTS, KEEP_OUTPUTS\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" (ADD_TO_INPUTS, REPLACE_INPUTS, KEEP_INPUTS, KEEP_OUTPUTS) = list(range(4))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L122_C0\", \"label\": \"inputs\", \"type\": \"class\", \"loc\": [122, 126], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0713, 0.0029, 0, 0.66, 0.3846, 226, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class inputs(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L123_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [123, 124], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L122_C0\", \"vector\": [2, 1, 0.071, 0.0011, 1, 0.75, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L124_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [124, 124], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L123_C4\", \"vector\": [14, 2, 0.0713, 0.0006, 2, 0.28, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L125_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [125, 126], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L122_C0\", \"vector\": [2, 1, 0.0721, 0.0011, 1, 0.75, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L126_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [126, 126], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L125_C4\", \"vector\": [13, 2, 0.0724, 0.0006, 2, 0.79, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L133_C0\", \"label\": \"add_inputs\", \"type\": \"class\", \"loc\": [133, 137], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.0776, 0.0029, 0, 0.66, 0.3974, 390, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"add_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class add_inputs(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'add_inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L134_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [134, 135], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L133_C0\", \"vector\": [2, 1, 0.0773, 0.0011, 1, 0.78, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L135_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [135, 135], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L134_C4\", \"vector\": [14, 2, 0.0776, 0.0006, 2, 0.42, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L136_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [136, 137], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L133_C0\", \"vector\": [2, 1, 0.0784, 0.0011, 1, 0.78, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'add_inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L137_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [137, 137], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L136_C4\", \"vector\": [13, 2, 0.0787, 0.0006, 2, 0.64, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'add_inputs%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"label\": \"get_default_checksum_level\", \"type\": \"function\", \"loc\": [144, 183], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.094, 0.023, 0, 0.66, 0.4103, 41, 0, 0, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"get_default_checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_default_checksum_level ():\\n \\\"\\\"\\\"\\n Use the checksum level from the environmental variable DEFAULT_RUFFUS_CHECKSUM_LEVEL\\n Otherwise default to CHECKSUM_HISTORY_TIMESTAMPS\\n \\\"\\\"\\\"\\n\\n #\\n # environmental variable not set\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L145_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [145, 148], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [8, 1, 0.0842, 0.0023, 1, 0.41, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Use the checksum level from the environmental variable DEFAULT_RUFFUS_CHECKSUM_LEVEL\\n Otherwise default to CHECKSUM_HISTORY_TIMESTAMPS\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L153_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [153, 154], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [4, 1, 0.0882, 0.0011, 1, 0.41, 0.1667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"DEFAULT_RUFFUS_CHECKSUM_LEVEL\\\" not in os.environ:\\n return CHECKSUM_HISTORY_TIMESTAMPS\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L154_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [154, 154], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L153_C4\", \"vector\": [13, 2, 0.0885, 0.0006, 2, 0.12, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return CHECKSUM_HISTORY_TIMESTAMPS\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L161_C4\", \"label\": \"checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [161, 161], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [14, 1, 0.0925, 0.0006, 1, 0.41, 0.3333, 201, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L162_C4\", \"label\": \"env_checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [162, 162], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [14, 1, 0.0931, 0.0006, 1, 0.41, 0.5, 10, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"env_checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" env_checksum_level = os.environ[\\\"DEFAULT_RUFFUS_CHECKSUM_LEVEL\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L163_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [163, 169], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [4, 1, 0.0954, 0.004, 1, 0.41, 0.6667, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(env_checksum_level) == 1 and env_checksum_level in \\\"0123\\\":\\n checksum_level = int(env_checksum_level)\\n else:\\n global_var = globals()\\n for key in global_var:\\n if key.startswith('CHECKSUM') and global_var[key] == env_checksum_level:\\n checksum_level = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L164_C8\", \"label\": \"checksum_level = int()\", \"type\": \"assigned_variable\", \"loc\": [164, 164], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L163_C4\", \"vector\": [14, 2, 0.0943, 0.0006, 2, 0.92, 0.0, 201, 3, 1, 0, 0, 901, 10, 1], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"int\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = int(env_checksum_level)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L166_C8\", \"label\": \"global_var = globals()\", \"type\": \"assigned_variable\", \"loc\": [166, 166], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L163_C4\", \"vector\": [14, 2, 0.0954, 0.0006, 2, 0.92, 0.5, 508, 3, 0, 0, 0, 926, 10, 1], \"semantic\": {\"name\": \"global_var\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"globals\", \"annotation\": \"\"}, \"snippet\": \" global_var = globals()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L167_C8\", \"label\": \"for key\", \"type\": \"for\", \"loc\": [167, 169], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L163_C4\", \"vector\": [6, 2, 0.0966, 0.0017, 2, 0.92, 1.0, 230, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"key\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for key in global_var:\\n if key.startswith('CHECKSUM') and global_var[key] == env_checksum_level:\\n checksum_level = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L168_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [168, 169], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L167_C8\", \"vector\": [4, 3, 0.0968, 0.0011, 3, 0.82, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if key.startswith('CHECKSUM') and global_var[key] == env_checksum_level:\\n checksum_level = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L169_C16\", \"label\": \"checksum_level =\", \"type\": \"assigned_variable\", \"loc\": [169, 169], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L168_C12\", \"vector\": [14, 4, 0.0971, 0.0006, 4, 0.5, 0.0, 201, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"checksum_level\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" checksum_level = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L174_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [174, 181], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [4, 1, 0.102, 0.0046, 1, 0.41, 0.8333, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if checksum_level is None:\\n raise error_checksum_level((\\\"The environmental value \\\"\\n \\\"DEFAULT_RUFFUS_CHECKSUM_LEVEL should be: [0-3 | \\\"\\n \\\"CHECKSUM_FILE_TIMESTAMPS | \\\"\\n \\\"CHECKSUM_HISTORY_TIMESTAMPS | \\\"\\n \\\"CHECKSUM_FUNCTIONS | \\\"\\n \\\"CHECKSUM_FUNCTIONS_AND_PARAMS] (rather than '%s') \\\")\\n % (env_checksum_level,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L183_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [183, 183], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L144_C0\", \"vector\": [13, 1, 0.1052, 0.0006, 1, 0.41, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return checksum_level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L191_C0\", \"label\": \"get_default_history_file_name\", \"type\": \"function\", \"loc\": [191, 202], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1129, 0.0069, 0, 0.66, 0.4231, 863, 0, 0, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"get_default_history_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_default_history_file_name ():\\n history_file = RUFFUS_HISTORY_FILE\\n #\\n # try path expansion using the main script name\\n #\\n try:\\n import __main__ as main\\n path_parts = path_decomposition (os.path.abspath(main.__file__))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L192_C4\", \"label\": \"history_file =\", \"type\": \"assigned_variable\", \"loc\": [192, 192], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L191_C0\", \"vector\": [14, 1, 0.1103, 0.0006, 1, 0.38, 0.0, 984, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" history_file = RUFFUS_HISTORY_FILE\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L196_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [196, 201], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L191_C0\", \"vector\": [7, 1, 0.1141, 0.0034, 1, 0.38, 0.5, 0, 0, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n import __main__ as main\\n path_parts = path_decomposition (os.path.abspath(main.__file__))\\n history_file = history_file.format(**path_parts)\\n except Exception:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L197_C8\", \"label\": \"__main__ import main\", \"type\": \"import\", \"loc\": [197, 197], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L196_C4\", \"vector\": [1, 2, 0.1132, 0.0006, 2, 0.76, 0.0, 593, 0, 1, 0, 0, 593, 0, 0], \"semantic\": {\"name\": \"__main__\", \"arg_names\": [], \"import_names\": [\"main\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" import __main__ as main\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L198_C8\", \"label\": \"path_parts = path_decomposition()\", \"type\": \"assigned_variable\", \"loc\": [198, 198], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L196_C4\", \"vector\": [14, 2, 0.1138, 0.0006, 2, 0.76, 0.5, 219, 3, 1, 0, 0, 747, 10, 2], \"semantic\": {\"name\": \"path_parts\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"path_decomposition\", \"annotation\": \"\"}, \"snippet\": \" path_parts = path_decomposition (os.path.abspath(main.__file__))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L199_C8\", \"label\": \"history_file = format()\", \"type\": \"assigned_variable\", \"loc\": [199, 199], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L196_C4\", \"vector\": [14, 2, 0.1144, 0.0006, 2, 0.76, 1.0, 984, 3, 1, 0, 0, 293, 10, 1], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"format\", \"annotation\": \"\"}, \"snippet\": \" history_file = history_file.format(**path_parts)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L202_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [202, 202], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L191_C0\", \"vector\": [13, 1, 0.1161, 0.0006, 1, 0.38, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return history_file\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L204_C0\", \"label\": \"open_job_history\", \"type\": \"function\", \"loc\": [204, 211], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1193, 0.0046, 0, 0.66, 0.4359, 133, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"open_job_history\", \"arg_names\": [\"history_file\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def open_job_history (history_file):\\n \\\"\\\"\\\"\\n Given a history file name, opens the correspond sqllite db file and returns the handle\\n \\\"\\\"\\\"\\n if not history_file:\\n history_file = get_default_history_file_name ()\\n\\n return dbdict.open(history_file, picklevalues=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L205_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [205, 207], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L204_C0\", \"vector\": [8, 1, 0.1184, 0.0017, 1, 0.43, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Given a history file name, opens the correspond sqllite db file and returns the handle\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L208_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [208, 209], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L204_C0\", \"vector\": [4, 1, 0.1198, 0.0011, 1, 0.43, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not history_file:\\n history_file = get_default_history_file_name ()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L209_C8\", \"label\": \"history_file = get_default_history_file_name()\", \"type\": \"assigned_variable\", \"loc\": [209, 209], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L208_C4\", \"vector\": [14, 2, 0.1201, 0.0006, 2, 0.84, 0.0, 984, 3, 0, 0, 0, 863, 10, 1], \"semantic\": {\"name\": \"history_file\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_default_history_file_name\", \"annotation\": \"\"}, \"snippet\": \" history_file = get_default_history_file_name ()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L211_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [211, 211], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L204_C0\", \"vector\": [13, 1, 0.1213, 0.0006, 1, 0.43, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return dbdict.open(history_file, picklevalues=True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L221_C0\", \"label\": \"JobHistoryChecksum\", \"type\": \"class\", \"loc\": [221, 292], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.1474, 0.0414, 0, 0.66, 0.4487, 530, 0, 2, 0, 0, 0, 0, 19], \"semantic\": {\"name\": \"JobHistoryChecksum\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class JobHistoryChecksum:\\n \\\"\\\"\\\"Class to remember exactly how an output file was created and when.\\\"\\\"\\\"\\n\\n def __str__(self):\\n from time import strftime, gmtime\\n if hasattr(self, \\\"params\\\"):\\n return str([self.outfile,\\n strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime)),\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L222_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [222, 222], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L221_C0\", \"vector\": [8, 1, 0.1276, 0.0006, 1, 0.8, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"Class to remember exactly how an output file was created and when.\\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L224_C4\", \"label\": \"__str__\", \"type\": \"function\", \"loc\": [224, 233], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L221_C0\", \"vector\": [2, 1, 0.1313, 0.0057, 1, 0.8, 0.5, 527, 0, 1, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"__str__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __str__(self):\\n from time import strftime, gmtime\\n if hasattr(self, \\\"params\\\"):\\n return str([self.outfile,\\n strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime)),\\n self.params,\\n self.task_name\\n ])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L225_C8\", \"label\": \"from time import strftime, gmtime\", \"type\": \"import\", \"loc\": [225, 225], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L224_C4\", \"vector\": [1, 2, 0.1293, 0.0006, 2, 0.36, 0.0, 654, 0, 2, 0, 0, 654, 0, 0], \"semantic\": {\"name\": \"time\", \"arg_names\": [], \"import_names\": [\"strftime\", \"gmtime\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" from time import strftime, gmtime\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L226_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [226, 233], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L224_C4\", \"vector\": [4, 2, 0.1319, 0.0046, 2, 0.36, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if hasattr(self, \\\"params\\\"):\\n return str([self.outfile,\\n strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime)),\\n self.params,\\n self.task_name\\n ])\\n else:\\n return strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L227_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [227, 231], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L226_C8\", \"vector\": [13, 3, 0.1316, 0.0029, 3, 0.76, 0.0, 0, 3, 0, 0, 0, 0, 10, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return str([self.outfile,\\n strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime)),\\n self.params,\\n self.task_name\\n ])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L233_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [233, 233], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L226_C8\", \"vector\": [13, 3, 0.1339, 0.0006, 3, 0.76, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return strftime(\\\"%d %b %Y %H:%M:%S\\\", gmtime(self.mtime))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [235, 292], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L221_C0\", \"vector\": [2, 1, 0.1514, 0.0333, 1, 0.8, 1.0, 555, 0, 5, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"outfile\", \"mtime\", \"params\", \"task\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__(self, outfile, mtime, params, task):\\n # filename and modification time\\n self.outfile = outfile\\n self.mtime = mtime\\n\\n # Uncomment next two lines to debug:\\n #self.params = params\\n #self.task_name = task._name\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L237_C8\", \"label\": \"self.outfile =\", \"type\": \"assigned_variable\", \"loc\": [237, 237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1362, 0.0006, 2, 0.49, 0.0, 579, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.outfile\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.outfile = outfile\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L238_C8\", \"label\": \"self.mtime =\", \"type\": \"assigned_variable\", \"loc\": [238, 238], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1368, 0.0006, 2, 0.49, 0.1111, 676, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.mtime\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.mtime = mtime\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L245_C8\", \"label\": \"self.chksum_params = hexdigest()\", \"type\": \"assigned_variable\", \"loc\": [245, 245], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1408, 0.0006, 2, 0.49, 0.2222, 929, 3, 0, 0, 0, 89, 10, 3], \"semantic\": {\"name\": \"self.chksum_params\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"hexdigest\", \"annotation\": \"\"}, \"snippet\": \" self.chksum_params = hashlib.md5(pickle.dumps(params)).hexdigest()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L249_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [249, 254], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [4, 2, 0.1445, 0.0034, 2, 0.49, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if sys.hexversion >= 0x03000000:\\n code = task.user_defined_work_func.__code__\\n func_defaults = task.user_defined_work_func.__defaults__\\n else:\\n code = task.user_defined_work_func.func_code\\n func_defaults = task.user_defined_work_func.func_defaults\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L250_C12\", \"label\": \"code =\", \"type\": \"assigned_variable\", \"loc\": [250, 250], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L249_C8\", \"vector\": [14, 3, 0.1437, 0.0006, 3, 0.63, 0.0, 44, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"code\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" code = task.user_defined_work_func.__code__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L251_C12\", \"label\": \"func_defaults =\", \"type\": \"assigned_variable\", \"loc\": [251, 251], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L249_C8\", \"vector\": [14, 3, 0.1443, 0.0006, 3, 0.63, 0.3333, 621, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"func_defaults\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" func_defaults = task.user_defined_work_func.__defaults__\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L253_C12\", \"label\": \"code =\", \"type\": \"assigned_variable\", \"loc\": [253, 253], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L249_C8\", \"vector\": [14, 3, 0.1454, 0.0006, 3, 0.63, 0.6667, 44, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"code\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" code = task.user_defined_work_func.func_code\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L254_C12\", \"label\": \"func_defaults =\", \"type\": \"assigned_variable\", \"loc\": [254, 254], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L249_C8\", \"vector\": [14, 3, 0.146, 0.0006, 3, 0.63, 1.0, 621, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"func_defaults\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" func_defaults = task.user_defined_work_func.func_defaults\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L255_C8\", \"label\": \"func_code = dumps()\", \"type\": \"assigned_variable\", \"loc\": [255, 255], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1466, 0.0006, 2, 0.49, 0.4444, 704, 3, 1, 0, 0, 160, 10, 1], \"semantic\": {\"name\": \"func_code\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dumps\", \"annotation\": \"\"}, \"snippet\": \" func_code = marshal.dumps(code.co_code)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L261_C8\", \"label\": \"attributes_to_pickle =\", \"type\": \"assigned_variable\", \"loc\": [261, 266], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1514, 0.0034, 2, 0.49, 0.5556, 402, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"attributes_to_pickle\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" attributes_to_pickle = [func_defaults,\\n code.co_argcount,\\n code.co_consts,\\n code.co_names,\\n code.co_nlocals,\\n code.co_varnames]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L268_C8\", \"label\": \"pickle_results =\", \"type\": \"assigned_variable\", \"loc\": [268, 268], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.154, 0.0006, 2, 0.49, 0.6667, 635, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"pickle_results\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" pickle_results = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L269_C8\", \"label\": \"for aa\", \"type\": \"for\", \"loc\": [269, 287], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [6, 2, 0.1598, 0.0109, 2, 0.49, 0.7778, 693, 2, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"aa\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for aa in attributes_to_pickle:\\n # Can't cpickle nested functions: typically blows up with func_code.co_consts\\n try:\\n pickle_results.append(pickle.dumps(aa))\\n continue\\n except:\\n pass\\n # Marshal seems to be less sensitive: try that\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L271_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [271, 275], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L269_C8\", \"vector\": [7, 3, 0.1569, 0.0029, 3, 0.42, 0.0, 0, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n pickle_results.append(pickle.dumps(aa))\\n continue\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L272_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [272, 272], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L271_C12\", \"vector\": [8, 4, 0.1563, 0.0006, 4, 0.75, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" pickle_results.append(pickle.dumps(aa))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L277_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [277, 281], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L269_C8\", \"vector\": [7, 3, 0.1603, 0.0029, 3, 0.42, 0.5, 0, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n pickle_results.append(marshal.dumps(aa))\\n continue\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L278_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [278, 278], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L277_C12\", \"vector\": [8, 4, 0.1598, 0.0006, 4, 0.25, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" pickle_results.append(marshal.dumps(aa))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L283_C12\", \"label\": \"try\", \"type\": \"try\", \"loc\": [283, 287], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L269_C8\", \"vector\": [7, 3, 0.1638, 0.0029, 3, 0.42, 1.0, 0, 0, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n pickle_results.append(str(aa))\\n continue\\n except:\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L284_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [284, 284], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L283_C12\", \"vector\": [8, 4, 0.1632, 0.0006, 4, 0.6, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" pickle_results.append(str(aa))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L291_C8\", \"label\": \"func_extras = reduce()\", \"type\": \"assigned_variable\", \"loc\": [291, 291], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1672, 0.0006, 2, 0.49, 0.8889, 915, 3, 2, 0, 0, 622, 10, 1], \"semantic\": {\"name\": \"func_extras\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"reduce\", \"annotation\": \"\"}, \"snippet\": \" func_extras = reduce(operator.add, pickle_results)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L292_C8\", \"label\": \"self.chksum_func = hexdigest()\", \"type\": \"assigned_variable\", \"loc\": [292, 292], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L235_C4\", \"vector\": [14, 2, 0.1678, 0.0006, 2, 0.49, 1.0, 822, 3, 0, 0, 0, 89, 10, 2], \"semantic\": {\"name\": \"self.chksum_func\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"hexdigest\", \"annotation\": \"\"}, \"snippet\": \" self.chksum_func = hashlib.md5(func_code + func_extras).hexdigest()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L301_C0\", \"label\": \"parameter_list_as_string\", \"type\": \"function\", \"loc\": [301, 314], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.1767, 0.008, 0, 0.66, 0.4615, 83, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"parameter_list_as_string\", \"arg_names\": [\"parameters\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def parameter_list_as_string (parameters):\\n \\\"\\\"\\\"\\n Input list of parameters\\n Turn this into a string for display\\n\\n E.g.\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L302_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [302, 308], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L301_C0\", \"vector\": [8, 1, 0.1753, 0.004, 1, 0.99, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Input list of parameters\\n Turn this into a string for display\\n\\n E.g.\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L309_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [309, 314], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L301_C0\", \"vector\": [4, 1, 0.179, 0.0034, 1, 0.99, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if parameters is None:\\n return \\\"\\\"\\n elif not isinstance(parameters, list):\\n raise Exception(\\\"Unexpected parameter list %s\\\" % (parameters,))\\n else:\\n return str(parameters)[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L310_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [310, 310], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L309_C4\", \"vector\": [13, 2, 0.1782, 0.0006, 2, 0.54, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L311_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [311, 314], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L309_C4\", \"vector\": [4, 2, 0.1796, 0.0023, 2, 0.54, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif not isinstance(parameters, list):\\n raise Exception(\\\"Unexpected parameter list %s\\\" % (parameters,))\\n else:\\n return str(parameters)[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L314_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [314, 314], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L311_C4\", \"vector\": [13, 3, 0.1805, 0.0006, 3, 0.3, 0.0, 0, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return str(parameters)[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"label\": \"path_decomposition\", \"type\": \"function\", \"loc\": [321, 376], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2003, 0.0322, 0, 0.66, 0.4744, 747, 0, 1, 1, 0, 0, 0, 8], \"semantic\": {\"name\": \"path_decomposition\", \"arg_names\": [\"orig_path\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def path_decomposition (orig_path):\\n \\\"\\\"\\\"\\n returns a dictionary identifying the components of a file path:\\n This has the following keys\\n basename: (any) base (file) name of the path not including the extension. No slash included\\n ext: (any) extension of the path including the \\\".\\\"\\n path: a list of subpaths created by removing subdirectory names\\n subdir: a list of subdirectory names from the most nested to the root\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L322_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [322, 338], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [8, 1, 0.1897, 0.0098, 1, 0.4, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n returns a dictionary identifying the components of a file path:\\n This has the following keys\\n basename: (any) base (file) name of the path not including the extension. No slash included\\n ext: (any) extension of the path including the \\\".\\\"\\n path: a list of subpaths created by removing subdirectory names\\n subdir: a list of subdirectory names from the most nested to the root\\n For example\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"label\": \"recursive_split\", \"type\": \"function\", \"loc\": [339, 353], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [2, 1, 0.1989, 0.0086, 1, 0.4, 0.1429, 546, 0, 1, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"recursive_split\", \"arg_names\": [\"a_path\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def recursive_split (a_path):\\n \\\"\\\"\\\"\\n split the path into its subdirectories recursively\\n \\\"\\\"\\\"\\n if not len(a_path):\\n return [[],[]]\\n if a_path == \\\"/\\\" or a_path == \\\"//\\\":\\n return [ [a_path] , [a_path]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L340_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [340, 342], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"vector\": [8, 2, 0.196, 0.0017, 2, 0.42, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n split the path into its subdirectories recursively\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L343_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [343, 344], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"vector\": [4, 2, 0.1974, 0.0011, 2, 0.42, 0.25, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(a_path):\\n return [[],[]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L344_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [344, 344], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L343_C8\", \"vector\": [13, 3, 0.1977, 0.0006, 3, 0.3, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [[],[]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L345_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [345, 346], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"vector\": [4, 2, 0.1986, 0.0011, 2, 0.42, 0.5, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if a_path == \\\"/\\\" or a_path == \\\"//\\\":\\n return [ [a_path] , [a_path]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L346_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [346, 346], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L345_C8\", \"vector\": [13, 3, 0.1989, 0.0006, 3, 0.51, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [ [a_path] , [a_path]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L347_C8\", \"label\": \"sub_path_part, sub_dir_part = split()\", \"type\": \"assigned_variable\", \"loc\": [347, 347], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"vector\": [14, 2, 0.1994, 0.0006, 2, 0.42, 0.75, 317, 3, 1, 0, 0, 908, 10, 1], \"semantic\": {\"name\": \"sub_path_part, sub_dir_part\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"split\", \"annotation\": \"\"}, \"snippet\": \" sub_path_part, sub_dir_part = os.path.split(a_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L348_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [348, 353], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L339_C4\", \"vector\": [4, 2, 0.2014, 0.0034, 2, 0.42, 1.0, 0, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if sub_dir_part:\\n sub_path_parts, sub_dir_parts = recursive_split (sub_path_part)\\n return [ [a_path] + sub_path_parts,\\n [sub_dir_part] + sub_dir_parts]\\n else:\\n return [ [] , [\\\"/\\\"]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L349_C12\", \"label\": \"sub_path_parts, sub_dir_parts = recursive_split()\", \"type\": \"assigned_variable\", \"loc\": [349, 349], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L348_C8\", \"vector\": [14, 3, 0.2006, 0.0006, 3, 0.05, 0.0, 269, 3, 1, 0, 0, 546, 10, 1], \"semantic\": {\"name\": \"sub_path_parts, sub_dir_parts\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"recursive_split\", \"annotation\": \"\"}, \"snippet\": \" sub_path_parts, sub_dir_parts = recursive_split (sub_path_part)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L350_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [350, 351], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L348_C8\", \"vector\": [13, 3, 0.2014, 0.0011, 3, 0.05, 0.5, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [ [a_path] + sub_path_parts,\\n [sub_dir_part] + sub_dir_parts]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L353_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [353, 353], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L348_C8\", \"vector\": [13, 3, 0.2029, 0.0006, 3, 0.05, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [ [] , [\\\"/\\\"]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L355_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [355, 356], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [4, 1, 0.2043, 0.0011, 1, 0.4, 0.2857, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(orig_path):\\n return {'path': [], 'basename': '', 'ext': '', 'subdir': []}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L356_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [356, 356], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L355_C4\", \"vector\": [13, 2, 0.2046, 0.0006, 2, 0.49, 0.0, 0, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return {'path': [], 'basename': '', 'ext': '', 'subdir': []}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L359_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [359, 367], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [4, 1, 0.2086, 0.0052, 1, 0.4, 0.4286, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if orig_path in [ \\\"./\\\", \\\"/.\\\"]:\\n a_path = orig_path\\n else:\\n a_path = os.path.normpath(orig_path)\\n if orig_path[0:2] == \\\"./\\\" and a_path[0:2] != \\\"./\\\":\\n a_path = \\\"./\\\" + a_path\\n\\n if orig_path[-1] == \\\"/\\\" and a_path[-1:] != \\\"/\\\":\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L360_C8\", \"label\": \"a_path =\", \"type\": \"assigned_variable\", \"loc\": [360, 360], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L359_C4\", \"vector\": [14, 2, 0.2069, 0.0006, 2, 0.13, 0.0, 713, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"a_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" a_path = orig_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L362_C8\", \"label\": \"a_path = normpath()\", \"type\": \"assigned_variable\", \"loc\": [362, 362], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L359_C4\", \"vector\": [14, 2, 0.208, 0.0006, 2, 0.13, 0.3333, 713, 3, 1, 0, 0, 638, 10, 1], \"semantic\": {\"name\": \"a_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"normpath\", \"annotation\": \"\"}, \"snippet\": \" a_path = os.path.normpath(orig_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L363_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [363, 364], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L359_C4\", \"vector\": [4, 2, 0.2089, 0.0011, 2, 0.13, 0.6667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if orig_path[0:2] == \\\"./\\\" and a_path[0:2] != \\\"./\\\":\\n a_path = \\\"./\\\" + a_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L364_C12\", \"label\": \"a_path =\", \"type\": \"assigned_variable\", \"loc\": [364, 364], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L363_C8\", \"vector\": [14, 3, 0.2092, 0.0006, 3, 0.29, 0.0, 713, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"a_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" a_path = \\\"./\\\" + a_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L366_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [366, 367], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L359_C4\", \"vector\": [4, 2, 0.2106, 0.0011, 2, 0.13, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if orig_path[-1] == \\\"/\\\" and a_path[-1:] != \\\"/\\\":\\n a_path += \\\"/\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L369_C4\", \"label\": \"path_part, file_part = split()\", \"type\": \"assigned_variable\", \"loc\": [369, 369], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [14, 1, 0.2121, 0.0006, 1, 0.4, 0.5714, 662, 3, 1, 0, 0, 908, 10, 1], \"semantic\": {\"name\": \"path_part, file_part\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"split\", \"annotation\": \"\"}, \"snippet\": \" path_part, file_part = os.path.split(a_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L370_C4\", \"label\": \"file_part, ext_part = splitext()\", \"type\": \"assigned_variable\", \"loc\": [370, 370], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [14, 1, 0.2126, 0.0006, 1, 0.4, 0.7143, 680, 3, 1, 0, 0, 622, 10, 1], \"semantic\": {\"name\": \"file_part, ext_part\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"splitext\", \"annotation\": \"\"}, \"snippet\": \" file_part, ext_part = os.path.splitext(file_part)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L371_C4\", \"label\": \"subpaths, subdirs = recursive_split()\", \"type\": \"assigned_variable\", \"loc\": [371, 371], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [14, 1, 0.2132, 0.0006, 1, 0.4, 0.8571, 169, 3, 1, 0, 0, 546, 10, 1], \"semantic\": {\"name\": \"subpaths, subdirs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"recursive_split\", \"annotation\": \"\"}, \"snippet\": \" subpaths, subdirs = recursive_split (path_part)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L372_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [372, 376], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L321_C0\", \"vector\": [13, 1, 0.2149, 0.0029, 1, 0.4, 1.0, 0, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return {'basename': file_part,\\n 'ext': ext_part,\\n 'subpath': subpaths,\\n 'subdir': subdirs,\\n 'path': path_part}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"label\": \"get_nth_nested_level_of_path\", \"type\": \"function\", \"loc\": [384, 407], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2273, 0.0138, 0, 0.66, 0.4872, 578, 0, 2, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"get_nth_nested_level_of_path\", \"arg_names\": [\"orig_path\", \"n_levels\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_nth_nested_level_of_path (orig_path, n_levels):\\n \\\"\\\"\\\"\\n Return path with up to N levels of subdirectories\\n 0 = full path\\n N = 1 : basename\\n N = 2 : basename + one subdirectory\\n\\n For example\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L385_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [385, 400], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [8, 1, 0.2256, 0.0092, 1, 0.35, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Return path with up to N levels of subdirectories\\n 0 = full path\\n N = 1 : basename\\n N = 2 : basename + one subdirectory\\n\\n For example\\n 0 /test/this/now/or/not.txt\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L401_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [401, 402], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [4, 1, 0.2307, 0.0011, 1, 0.35, 0.2, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not n_levels or n_levels < 0:\\n return orig_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L402_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [402, 402], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L401_C4\", \"vector\": [13, 2, 0.231, 0.0006, 2, 0.91, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return orig_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L403_C4\", \"label\": \"res = path_decomposition()\", \"type\": \"assigned_variable\", \"loc\": [403, 403], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [14, 1, 0.2316, 0.0006, 1, 0.35, 0.4, 413, 3, 1, 0, 0, 747, 10, 1], \"semantic\": {\"name\": \"res\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"path_decomposition\", \"annotation\": \"\"}, \"snippet\": \" res = path_decomposition(orig_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L404_C4\", \"label\": \"basename =\", \"type\": \"assigned_variable\", \"loc\": [404, 404], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [14, 1, 0.2322, 0.0006, 1, 0.35, 0.6, 164, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"basename\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" basename = res[\\\"basename\\\"] + res[\\\"ext\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L405_C4\", \"label\": \"shortened_path = join()\", \"type\": \"assigned_variable\", \"loc\": [405, 405], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [14, 1, 0.2328, 0.0006, 1, 0.35, 0.8, 360, 3, 1, 0, 0, 933, 10, 3], \"semantic\": {\"name\": \"shortened_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" shortened_path = os.path.join(*(list(reversed(res[\\\"subdir\\\"][0:(n_levels - 1)]))+[basename]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L406_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [406, 407], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L384_C0\", \"vector\": [4, 1, 0.2336, 0.0011, 1, 0.35, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(shortened_path) < len(orig_path):\\n return \\\".../\\\" + shortened_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L407_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [407, 407], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L406_C4\", \"vector\": [13, 2, 0.2339, 0.0006, 2, 0.38, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\".../\\\" + shortened_path\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"label\": \"swap_nesting_order\", \"type\": \"function\", \"loc\": [416, 430], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2431, 0.0086, 0, 0.66, 0.5, 612, 0, 1, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"swap_nesting_order\", \"arg_names\": [\"orig_coll\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def swap_nesting_order (orig_coll):\\n \\\"\\\"\\\"\\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\\n \\\"\\\"\\\"\\n new_dict = defaultdict(dict)\\n new_list = []\\n for ii, ii_item in enumerate(orig_coll):\\n for jj, value in ii_item.items():\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L417_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [417, 419], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"vector\": [8, 1, 0.2402, 0.0017, 1, 0.0, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L420_C4\", \"label\": \"new_dict = defaultdict()\", \"type\": \"assigned_variable\", \"loc\": [420, 420], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"vector\": [14, 1, 0.2414, 0.0006, 1, 0.0, 0.25, 631, 3, 1, 0, 0, 626, 10, 1], \"semantic\": {\"name\": \"new_dict\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"defaultdict\", \"annotation\": \"\"}, \"snippet\": \" new_dict = defaultdict(dict)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L421_C4\", \"label\": \"new_list =\", \"type\": \"assigned_variable\", \"loc\": [421, 421], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"vector\": [14, 1, 0.242, 0.0006, 1, 0.0, 0.5, 294, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"new_list\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_list = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L422_C4\", \"label\": \"for ii, ii_item\", \"type\": \"for\", \"loc\": [422, 429], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"vector\": [6, 1, 0.2445, 0.0046, 1, 0.0, 0.75, 737, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"ii, ii_item\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for ii, ii_item in enumerate(orig_coll):\\n for jj, value in ii_item.items():\\n if isinstance(jj, int):\\n # resize\\n new_list += [{}]*(jj + 1 - len(new_list))\\n new_list[jj][ii] = value\\n else:\\n new_dict[jj][ii] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L423_C8\", \"label\": \"for jj, value\", \"type\": \"for\", \"loc\": [423, 429], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L422_C4\", \"vector\": [6, 2, 0.2448, 0.004, 2, 0.01, 0.0, 884, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"jj, value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for jj, value in ii_item.items():\\n if isinstance(jj, int):\\n # resize\\n new_list += [{}]*(jj + 1 - len(new_list))\\n new_list[jj][ii] = value\\n else:\\n new_dict[jj][ii] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L424_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [424, 429], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L423_C8\", \"vector\": [4, 3, 0.2451, 0.0034, 3, 0.5, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(jj, int):\\n # resize\\n new_list += [{}]*(jj + 1 - len(new_list))\\n new_list[jj][ii] = value\\n else:\\n new_dict[jj][ii] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L427_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [427, 427], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L424_C12\", \"vector\": [14, 4, 0.2454, 0.0006, 4, 0.89, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_list[jj][ii] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L429_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [429, 429], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L424_C12\", \"vector\": [14, 4, 0.2466, 0.0006, 4, 0.89, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_dict[jj][ii] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L430_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [430, 430], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L416_C0\", \"vector\": [13, 1, 0.2471, 0.0006, 1, 0.0, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_list, new_dict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"label\": \"swap_doubly_nested_order\", \"type\": \"function\", \"loc\": [437, 459], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2575, 0.0132, 0, 0.66, 0.5128, 270, 0, 1, 1, 0, 0, 0, 9], \"semantic\": {\"name\": \"swap_doubly_nested_order\", \"arg_names\": [\"orig_coll\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def swap_doubly_nested_order (orig_coll):\\n \\\"\\\"\\\"\\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\\n \\\"\\\"\\\"\\n new_dict = dict()\\n new_list = []\\n for ii, ii_item in enumerate(orig_coll):\\n for jj, jj_item in enumerate(ii_item):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L438_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [438, 440], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"vector\": [8, 1, 0.2523, 0.0017, 1, 0.79, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Reverse nested order so that coll[3]['a'] becomes coll['a'][3]\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L441_C4\", \"label\": \"new_dict = dict()\", \"type\": \"assigned_variable\", \"loc\": [441, 441], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"vector\": [14, 1, 0.2534, 0.0006, 1, 0.79, 0.25, 631, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"new_dict\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" new_dict = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L442_C4\", \"label\": \"new_list =\", \"type\": \"assigned_variable\", \"loc\": [442, 442], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"vector\": [14, 1, 0.254, 0.0006, 1, 0.79, 0.5, 294, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"new_list\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_list = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L443_C4\", \"label\": \"for ii, ii_item\", \"type\": \"for\", \"loc\": [443, 457], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"vector\": [6, 1, 0.2586, 0.0086, 1, 0.79, 0.75, 737, 3, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"ii, ii_item\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for ii, ii_item in enumerate(orig_coll):\\n for jj, jj_item in enumerate(ii_item):\\n for kk, value in jj_item.items():\\n if isinstance(kk, int):\\n # resize\\n new_list += [{}]*(kk + 1 - len(new_list))\\n if ii not in new_list[kk]:\\n new_list[kk][ii] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L444_C8\", \"label\": \"for jj, jj_item\", \"type\": \"for\", \"loc\": [444, 457], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L443_C4\", \"vector\": [6, 2, 0.2589, 0.008, 2, 0.2, 0.0, 144, 3, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"jj, jj_item\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for jj, jj_item in enumerate(ii_item):\\n for kk, value in jj_item.items():\\n if isinstance(kk, int):\\n # resize\\n new_list += [{}]*(kk + 1 - len(new_list))\\n if ii not in new_list[kk]:\\n new_list[kk][ii] = dict()\\n new_list[kk][ii][jj] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L445_C12\", \"label\": \"for kk, value\", \"type\": \"for\", \"loc\": [445, 457], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L444_C8\", \"vector\": [6, 3, 0.2592, 0.0075, 3, 0.8, 0.0, 34, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"kk, value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for kk, value in jj_item.items():\\n if isinstance(kk, int):\\n # resize\\n new_list += [{}]*(kk + 1 - len(new_list))\\n if ii not in new_list[kk]:\\n new_list[kk][ii] = dict()\\n new_list[kk][ii][jj] = value\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [446, 457], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L445_C12\", \"vector\": [4, 4, 0.2595, 0.0069, 4, 0.73, 0.0, 0, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(kk, int):\\n # resize\\n new_list += [{}]*(kk + 1 - len(new_list))\\n if ii not in new_list[kk]:\\n new_list[kk][ii] = dict()\\n new_list[kk][ii][jj] = value\\n else:\\n if kk not in new_dict:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L449_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [449, 450], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"vector\": [4, 5, 0.2583, 0.0011, 5, 0.18, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ii not in new_list[kk]:\\n new_list[kk][ii] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L450_C24\", \"label\": \" = dict()\", \"type\": \"assigned_variable\", \"loc\": [450, 450], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L449_C20\", \"vector\": [14, 6, 0.2586, 0.0006, 6, 0.31, 0.0, 0, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" new_list[kk][ii] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L451_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [451, 451], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"vector\": [14, 5, 0.2592, 0.0006, 5, 0.18, 0.25, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_list[kk][ii][jj] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L453_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [453, 454], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"vector\": [4, 5, 0.2606, 0.0011, 5, 0.18, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if kk not in new_dict:\\n new_dict[kk] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L454_C24\", \"label\": \" = dict()\", \"type\": \"assigned_variable\", \"loc\": [454, 454], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L453_C20\", \"vector\": [14, 6, 0.2609, 0.0006, 6, 0.96, 0.0, 0, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" new_dict[kk] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L455_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [455, 456], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"vector\": [4, 5, 0.2618, 0.0011, 5, 0.18, 0.75, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ii not in new_dict[kk]:\\n new_dict[kk][ii] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L456_C24\", \"label\": \" = dict()\", \"type\": \"assigned_variable\", \"loc\": [456, 456], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L455_C20\", \"vector\": [14, 6, 0.2621, 0.0006, 6, 0.48, 0.0, 0, 3, 0, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" new_dict[kk][ii] = dict()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L457_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [457, 457], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L446_C16\", \"vector\": [14, 5, 0.2626, 0.0006, 5, 0.18, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" new_dict[kk][ii][jj] = value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L459_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [459, 459], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L437_C0\", \"vector\": [13, 1, 0.2638, 0.0006, 1, 0.79, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_list, new_dict\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L467_C0\", \"label\": \"regex_match_str\", \"type\": \"function\", \"loc\": [467, 491], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.2753, 0.0144, 0, 0.66, 0.5256, 243, 0, 2, 1, 0, 0, 0, 12], \"semantic\": {\"name\": \"regex_match_str\", \"arg_names\": [\"test_str\", \"compiled_regex\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def regex_match_str(test_str, compiled_regex):\\n \\\"\\\"\\\"\\n Returns result of regular expression match in a dictionary\\n combining both named and unnamed captures\\n \\\"\\\"\\\"\\n if compiled_regex:\\n if isinstance(compiled_regex, path_str_type):\\n compiled_regex = re.compile(compiled_regex)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L468_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [468, 471], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L467_C0\", \"vector\": [8, 1, 0.2698, 0.0023, 1, 0.98, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Returns result of regular expression match in a dictionary\\n combining both named and unnamed captures\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L472_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [472, 491], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L467_C0\", \"vector\": [4, 1, 0.2767, 0.0115, 1, 0.98, 1.0, 0, 2, 0, 0, 0, 0, 0, 12], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if compiled_regex:\\n if isinstance(compiled_regex, path_str_type):\\n compiled_regex = re.compile(compiled_regex)\\n mm = compiled_regex.search(test_str)\\n # Match failed\\n if mm is None:\\n return False\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L473_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [473, 474], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L472_C4\", \"vector\": [4, 2, 0.2721, 0.0011, 2, 0.28, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(compiled_regex, path_str_type):\\n compiled_regex = re.compile(compiled_regex)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L474_C12\", \"label\": \"compiled_regex = compile()\", \"type\": \"assigned_variable\", \"loc\": [474, 474], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L473_C8\", \"vector\": [14, 3, 0.2724, 0.0006, 3, 0.22, 0.0, 898, 3, 1, 0, 0, 821, 10, 1], \"semantic\": {\"name\": \"compiled_regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"compile\", \"annotation\": \"\"}, \"snippet\": \" compiled_regex = re.compile(compiled_regex)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L475_C8\", \"label\": \"mm = search()\", \"type\": \"assigned_variable\", \"loc\": [475, 475], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L472_C4\", \"vector\": [14, 2, 0.273, 0.0006, 2, 0.28, 0.3333, 538, 3, 1, 0, 0, 163, 10, 1], \"semantic\": {\"name\": \"mm\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"search\", \"annotation\": \"\"}, \"snippet\": \" mm = compiled_regex.search(test_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L477_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [477, 488], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L472_C4\", \"vector\": [4, 2, 0.2773, 0.0069, 2, 0.28, 0.6667, 0, 0, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if mm is None:\\n return False\\n else:\\n # No capture\\n if mm.lastindex is None:\\n return {0: mm.group(0)}\\n # Combined named and unnamed captures\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L478_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [478, 478], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L477_C8\", \"vector\": [13, 3, 0.2747, 0.0006, 3, 0.85, 0.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L481_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [481, 488], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L477_C8\", \"vector\": [4, 3, 0.2784, 0.0046, 3, 0.85, 1.0, 0, 0, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if mm.lastindex is None:\\n return {0: mm.group(0)}\\n # Combined named and unnamed captures\\n else:\\n # no dictionary comprehensions in python 2.6 :-(\\n #matchdicts.append({i : mm.group(i) for i in (range(mm.lastindex) + mm.groupdict().keys())})\\n return dict((i, mm.group(i)) for i in (chain( iter(range(mm.lastindex + 1)),\\n iter(mm.groupdict().keys()))))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L482_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [482, 482], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L481_C12\", \"vector\": [13, 4, 0.277, 0.0006, 4, 0.1, 0.0, 0, 0, 0, 0, 0, 0, 6, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return {0: mm.group(0)}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L487_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [487, 488], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L481_C12\", \"vector\": [13, 4, 0.2802, 0.0011, 4, 0.1, 1.0, 0, 3, 0, 0, 0, 0, 10, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return dict((i, mm.group(i)) for i in (chain( iter(range(mm.lastindex + 1)),\\n iter(mm.groupdict().keys()))))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L491_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [491, 491], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L472_C4\", \"vector\": [13, 2, 0.2822, 0.0006, 2, 0.28, 1.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"label\": \"path_decomposition_regex_match\", \"type\": \"function\", \"loc\": [499, 579], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.3098, 0.0466, 0, 0.66, 0.5385, 863, 0, 2, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"path_decomposition_regex_match\", \"arg_names\": [\"test_str\", \"compiled_regex\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def path_decomposition_regex_match (test_str, compiled_regex):\\n \\\"\\\"\\\"\\n Returns a dictionary identifying the components of a file path.\\n\\n This includes both the components of a path:\\n basename: (any) base (file) name of the path not including the extension. No slash included\\n ext: (any) extension of the path including the \\\".\\\"\\n path: a list of subpaths created by removing subdirectory names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L500_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [500, 558], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [8, 1, 0.304, 0.0339, 1, 0.25, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Returns a dictionary identifying the components of a file path.\\n\\n This includes both the components of a path:\\n basename: (any) base (file) name of the path not including the extension. No slash included\\n ext: (any) extension of the path including the \\\".\\\"\\n path: a list of subpaths created by removing subdirectory names\\n subdir: a list of subdirectory names from the most nested to the root\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L559_C4\", \"label\": \"pp = path_decomposition()\", \"type\": \"assigned_variable\", \"loc\": [559, 559], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [14, 1, 0.3213, 0.0006, 1, 0.25, 0.1667, 632, 3, 1, 0, 0, 747, 10, 1], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"path_decomposition\", \"annotation\": \"\"}, \"snippet\": \" pp = path_decomposition(test_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L563_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [563, 564], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [4, 1, 0.3239, 0.0011, 1, 0.25, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if compiled_regex is None:\\n return pp\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L564_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [564, 564], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L563_C4\", \"vector\": [13, 2, 0.3241, 0.0006, 2, 0.01, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return pp\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L566_C4\", \"label\": \"rr = regex_match_str()\", \"type\": \"assigned_variable\", \"loc\": [566, 566], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [14, 1, 0.3253, 0.0006, 1, 0.25, 0.5, 220, 3, 2, 0, 0, 243, 10, 1], \"semantic\": {\"name\": \"rr\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"regex_match_str\", \"annotation\": \"\"}, \"snippet\": \" rr = regex_match_str(test_str, compiled_regex)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L570_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [570, 571], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [4, 1, 0.3279, 0.0011, 1, 0.25, 0.6667, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if rr == False:\\n return {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L571_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [571, 571], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L570_C4\", \"vector\": [13, 2, 0.3282, 0.0006, 2, 0.6, 0.0, 0, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L578_C4\", \"label\": \"update()\", \"type\": \"expression\", \"loc\": [578, 578], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [8, 1, 0.3322, 0.0006, 1, 0.25, 0.8333, 637, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"update\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"update\", \"annotation\": \"\"}, \"snippet\": \" pp.update(rr)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L579_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [579, 579], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L499_C0\", \"vector\": [13, 1, 0.3328, 0.0006, 1, 0.25, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return pp\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"label\": \"check_compiled_regexes\", \"type\": \"function\", \"loc\": [587, 612], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.3445, 0.0149, 0, 0.66, 0.5513, 665, 0, 2, 1, 0, 0, 0, 13], \"semantic\": {\"name\": \"check_compiled_regexes\", \"arg_names\": [\"compiled_regexes\", \"expected_num\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def check_compiled_regexes (compiled_regexes, expected_num):\\n \\\"\\\"\\\"\\n check compiled_regexes are of the right type and number\\n \\\"\\\"\\\"\\n if compiled_regexes is None:\\n return [None] * expected_num\\n\\n if not isinstance(compiled_regexes, list):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L588_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [588, 590], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [8, 1, 0.3385, 0.0017, 1, 0.56, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n check compiled_regexes are of the right type and number\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L591_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [591, 592], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [4, 1, 0.3399, 0.0011, 1, 0.56, 0.1429, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if compiled_regexes is None:\\n return [None] * expected_num\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L592_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [592, 592], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L591_C4\", \"vector\": [13, 2, 0.3402, 0.0006, 2, 0.64, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [None] * expected_num\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L594_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [594, 595], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [4, 1, 0.3417, 0.0011, 1, 0.56, 0.2857, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(compiled_regexes, list):\\n raise Exception(\\\"Expecting list of None and strings\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L598_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [598, 599], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [4, 1, 0.344, 0.0011, 1, 0.56, 0.4286, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(compiled_regexes) < expected_num:\\n compiled_regexes.extend([None] * (expected_num - len(compiled_regexes)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L599_C8\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [599, 599], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L598_C4\", \"vector\": [8, 2, 0.3443, 0.0006, 2, 0.24, 0.0, 660, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes.extend([None] * (expected_num - len(compiled_regexes)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L604_C4\", \"label\": \"compiled_regexes =\", \"type\": \"assigned_variable\", \"loc\": [604, 604], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [14, 1, 0.3471, 0.0006, 1, 0.56, 0.5714, 911, 5, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"compiled_regexes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes = [re.compile(rr) if isinstance(rr, path_str_type) else rr for rr in compiled_regexes]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L607_C4\", \"label\": \"regex_types =\", \"type\": \"assigned_variable\", \"loc\": [607, 607], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [14, 1, 0.3489, 0.0006, 1, 0.56, 0.7143, 864, 0, 0, 0, 0, 0, 8, 3], \"semantic\": {\"name\": \"regex_types\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" regex_types = type(re.compile(\\\"\\\")), type(None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L608_C4\", \"label\": \"for rr\", \"type\": \"for\", \"loc\": [608, 610], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [6, 1, 0.35, 0.0017, 1, 0.56, 0.8571, 220, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"rr\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for rr in compiled_regexes:\\n if not isinstance(rr, regex_types):\\n raise Exception(\\\"Unexpected type %s ('%s') specified in regular expression list. Expecting string or compiled regular expression\\\" % (type(rr), rr))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L609_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [609, 610], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L608_C4\", \"vector\": [4, 2, 0.3503, 0.0011, 2, 0.79, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(rr, regex_types):\\n raise Exception(\\\"Unexpected type %s ('%s') specified in regular expression list. Expecting string or compiled regular expression\\\" % (type(rr), rr))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L612_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [612, 612], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L587_C0\", \"vector\": [13, 1, 0.3517, 0.0006, 1, 0.56, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return compiled_regexes\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L620_C0\", \"label\": \"get_all_paths_components\", \"type\": \"function\", \"loc\": [620, 628], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.3586, 0.0052, 0, 0.66, 0.5641, 210, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"get_all_paths_components\", \"arg_names\": [\"paths\", \"compiled_regexes\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_all_paths_components(paths, compiled_regexes):\\n \\\"\\\"\\\"\\n For each path in a list,\\n \\\"\\\"\\\"\\n #\\n # merge regular expression matches and path decomposition\\n #\\n compiled_regexes = check_compiled_regexes (compiled_regexes, len(paths))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L621_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [621, 623], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L620_C0\", \"vector\": [8, 1, 0.3575, 0.0017, 1, 0.62, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n For each path in a list,\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L627_C4\", \"label\": \"compiled_regexes = check_compiled_regexes()\", \"type\": \"assigned_variable\", \"loc\": [627, 627], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L620_C0\", \"vector\": [14, 1, 0.3603, 0.0006, 1, 0.62, 0.5, 911, 3, 2, 0, 0, 665, 10, 2], \"semantic\": {\"name\": \"compiled_regexes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_compiled_regexes\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes = check_compiled_regexes (compiled_regexes, len(paths))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L628_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [628, 628], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L620_C0\", \"vector\": [13, 1, 0.3609, 0.0006, 1, 0.62, 1.0, 0, 5, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [path_decomposition_regex_match (pp, rr) for (pp, rr) in zip(paths, compiled_regexes)]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L637_C0\", \"label\": \"apply_func_to_sequence\", \"type\": \"function\", \"loc\": [637, 647], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.369, 0.0063, 0, 0.66, 0.5769, 917, 0, 4, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"apply_func_to_sequence\", \"arg_names\": [\"seq\", \"func\", \"tuple_of_conforming_types\", \"tuple_of_sequences_types\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def apply_func_to_sequence(seq, func, tuple_of_conforming_types = (path_str_type,), tuple_of_sequences_types = (list, tuple,set)):\\n \\\"\\\"\\\"\\n Recurses into list/tuple/set sequences to apply func to conforming types\\n Non-conforming types are left alone\\n \\\"\\\"\\\"\\n if isinstance(seq, tuple_of_conforming_types):\\n return func(seq)\\n elif isinstance(seq, tuple_of_sequences_types):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L638_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [638, 641], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L637_C0\", \"vector\": [8, 1, 0.3675, 0.0023, 1, 0.11, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Recurses into list/tuple/set sequences to apply func to conforming types\\n Non-conforming types are left alone\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L642_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [642, 647], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L637_C0\", \"vector\": [4, 1, 0.3704, 0.0034, 1, 0.11, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(seq, tuple_of_conforming_types):\\n return func(seq)\\n elif isinstance(seq, tuple_of_sequences_types):\\n return type(seq)(apply_func_to_sequence(pp, func, tuple_of_conforming_types, tuple_of_sequences_types) for pp in seq)\\n else:\\n return seq\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L643_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [643, 643], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L642_C4\", \"vector\": [13, 2, 0.3695, 0.0006, 2, 0.95, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return func(seq)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L644_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [644, 647], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L642_C4\", \"vector\": [4, 2, 0.371, 0.0023, 2, 0.95, 1.0, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(seq, tuple_of_sequences_types):\\n return type(seq)(apply_func_to_sequence(pp, func, tuple_of_conforming_types, tuple_of_sequences_types) for pp in seq)\\n else:\\n return seq\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L645_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [645, 645], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L644_C4\", \"vector\": [13, 3, 0.3707, 0.0006, 3, 0.51, 0.0, 0, 3, 0, 0, 0, 0, 10, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return type(seq)(apply_func_to_sequence(pp, func, tuple_of_conforming_types, tuple_of_sequences_types) for pp in seq)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L647_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [647, 647], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L644_C4\", \"vector\": [13, 3, 0.3718, 0.0006, 3, 0.51, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return seq\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L655_C0\", \"label\": \"t_regex_replace\", \"type\": \"class\", \"loc\": [655, 712], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.3928, 0.0333, 0, 0.66, 0.5897, 151, 0, 2, 0, 0, 186, 0, 13], \"semantic\": {\"name\": \"t_regex_replace\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_regex_replace(object):\\n def __init__ (self, filename, regex_str, compiled_regex, regex_or_suffix):\\n self.regex_or_suffix = regex_or_suffix\\n self.compiled_regex = compiled_regex\\n self.regex_str = regex_str\\n self.filename = filename\\n def __call__(self, p):\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L656_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [656, 660], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L655_C0\", \"vector\": [2, 1, 0.3782, 0.0029, 1, 0.77, 0.0, 555, 0, 5, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"filename\", \"regex_str\", \"compiled_regex\", \"regex_or_suffix\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, filename, regex_str, compiled_regex, regex_or_suffix):\\n self.regex_or_suffix = regex_or_suffix\\n self.compiled_regex = compiled_regex\\n self.regex_str = regex_str\\n self.filename = filename\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L657_C8\", \"label\": \"self.regex_or_suffix =\", \"type\": \"assigned_variable\", \"loc\": [657, 657], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L656_C4\", \"vector\": [14, 2, 0.3776, 0.0006, 2, 0.33, 0.0, 958, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.regex_or_suffix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.regex_or_suffix = regex_or_suffix\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L658_C8\", \"label\": \"self.compiled_regex =\", \"type\": \"assigned_variable\", \"loc\": [658, 658], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L656_C4\", \"vector\": [14, 2, 0.3782, 0.0006, 2, 0.33, 0.3333, 582, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.compiled_regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.compiled_regex = compiled_regex\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L659_C8\", \"label\": \"self.regex_str =\", \"type\": \"assigned_variable\", \"loc\": [659, 659], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L656_C4\", \"vector\": [14, 2, 0.3787, 0.0006, 2, 0.33, 0.6667, 400, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.regex_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.regex_str = regex_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L660_C8\", \"label\": \"self.filename =\", \"type\": \"assigned_variable\", \"loc\": [660, 660], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L656_C4\", \"vector\": [14, 2, 0.3793, 0.0006, 2, 0.33, 1.0, 942, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.filename\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.filename = filename\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L661_C4\", \"label\": \"__call__\", \"type\": \"function\", \"loc\": [661, 712], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L655_C0\", \"vector\": [2, 1, 0.3945, 0.0299, 1, 0.77, 1.0, 319, 0, 2, 1, 0, 0, 0, 13], \"semantic\": {\"name\": \"__call__\", \"arg_names\": [\"self\", \"p\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __call__(self, p):\\n #\\n # check if substitution pattern is mis-specified\\n #\\n if \\\"\\\\1\\\"in p or \\\"\\\\2\\\" in p :\\n raise error_unescaped_regular_expression_forms(\\\"['%s'] \\\" % (p.replace(\\\"\\\\1\\\", r\\\"\\\\1\\\").replace(\\\"\\\\2\\\", r\\\"\\\\2\\\")) +\\n \\\"The special regular expression characters \\\"\\n r\\\"\\\\1 and \\\\2 need to be 'escaped' in python. \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L665_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [665, 670], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L661_C4\", \"vector\": [4, 2, 0.3836, 0.0034, 2, 0.53, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"\\\\1\\\"in p or \\\"\\\\2\\\" in p :\\n raise error_unescaped_regular_expression_forms(\\\"['%s'] \\\" % (p.replace(\\\"\\\\1\\\", r\\\"\\\\1\\\").replace(\\\"\\\\2\\\", r\\\"\\\\2\\\")) +\\n \\\"The special regular expression characters \\\"\\n r\\\"\\\\1 and \\\\2 need to be 'escaped' in python. \\\"\\n r\\\"The easiest option is to use python 'raw' strings \\\"\\n r\\\"e.g. r'\\\\1_in_a string\\\\2'. See http://docs.python.org/library/re.html.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L676_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [676, 686], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L661_C4\", \"vector\": [4, 2, 0.3914, 0.0063, 2, 0.53, 0.3333, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if self.regex_or_suffix == SUFFIX_SUBSTITUTE:\\n if r\\\"\\\\1\\\" not in p and r\\\"\\\\g<1>\\\" not in p:\\n match_p = r\\\"\\\\g<1>\\\" + p\\n else:\\n match_p = p\\n\\n # throw exception if doesn't match regular expression at all\\n (res_str, cnt_replacements) = self.compiled_regex.subn(match_p, self.filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L677_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [677, 680], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L676_C8\", \"vector\": [4, 3, 0.3899, 0.0023, 3, 0.29, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if r\\\"\\\\1\\\" not in p and r\\\"\\\\g<1>\\\" not in p:\\n match_p = r\\\"\\\\g<1>\\\" + p\\n else:\\n match_p = p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L678_C16\", \"label\": \"match_p =\", \"type\": \"assigned_variable\", \"loc\": [678, 678], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L677_C12\", \"vector\": [14, 4, 0.3897, 0.0006, 4, 0.7, 0.0, 553, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"match_p\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" match_p = r\\\"\\\\g<1>\\\" + p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L680_C16\", \"label\": \"match_p =\", \"type\": \"assigned_variable\", \"loc\": [680, 680], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L677_C12\", \"vector\": [14, 4, 0.3908, 0.0006, 4, 0.7, 1.0, 553, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"match_p\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" match_p = p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L683_C12\", \"label\": \"res_str, cnt_replacements = subn()\", \"type\": \"assigned_variable\", \"loc\": [683, 683], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L676_C8\", \"vector\": [14, 3, 0.3925, 0.0006, 3, 0.29, 0.3333, 282, 3, 2, 0, 0, 556, 10, 1], \"semantic\": {\"name\": \"res_str, cnt_replacements\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"subn\", \"annotation\": \"\"}, \"snippet\": \" (res_str, cnt_replacements) = self.compiled_regex.subn(match_p, self.filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L684_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [684, 685], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L676_C8\", \"vector\": [4, 3, 0.3934, 0.0011, 3, 0.29, 0.6667, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_replacements == 0:\\n raise error_input_file_does_not_match(\\\"File '%s' does not match suffix('%s') and pattern '%s'\\\" % (self.filename, self.regex_str, p))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L686_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [686, 686], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L676_C8\", \"vector\": [13, 3, 0.3943, 0.0006, 3, 0.29, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return res_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L695_C8\", \"label\": \"err_str =\", \"type\": \"assigned_variable\", \"loc\": [695, 695], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L661_C4\", \"vector\": [14, 2, 0.3994, 0.0006, 2, 0.53, 0.6667, 657, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"err_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_str = \\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [696, 707], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L661_C4\", \"vector\": [7, 2, 0.4032, 0.0069, 2, 0.53, 1.0, 0, 0, 2, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n (res_str, cnt_replacements) = self.compiled_regex.subn(p, self.filename)\\n if cnt_replacements > 0:\\n return res_str\\n except re.error:\\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\\n err_str = str(exceptionValue)\\n raise fatal_error_input_file_does_not_match(\\\"File '%s' does not match regex('%s') and pattern '%s':\\\\n\\\\t%s\\\\n\\\" % (self.filename, self.regex_str, p, err_str))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L697_C12\", \"label\": \"res_str, cnt_replacements = subn()\", \"type\": \"assigned_variable\", \"loc\": [697, 697], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [14, 3, 0.4006, 0.0006, 3, 0.52, 0.0, 282, 3, 2, 0, 0, 556, 10, 1], \"semantic\": {\"name\": \"res_str, cnt_replacements\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"subn\", \"annotation\": \"\"}, \"snippet\": \" (res_str, cnt_replacements) = self.compiled_regex.subn(p, self.filename)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L698_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [698, 699], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [4, 3, 0.4014, 0.0011, 3, 0.52, 1.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if cnt_replacements > 0:\\n return res_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L699_C16\", \"label\": \"return\", \"type\": \"return\", \"loc\": [699, 699], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L698_C12\", \"vector\": [13, 4, 0.4017, 0.0006, 4, 0.38, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return res_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L701_C12\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [701, 701], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [14, 3, 0.4029, 0.0006, 3, 0.52, 0.0, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L702_C12\", \"label\": \"err_str = str()\", \"type\": \"assigned_variable\", \"loc\": [702, 702], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [14, 3, 0.4034, 0.0006, 3, 0.52, 1.0, 657, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"err_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" err_str = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L705_C12\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [705, 705], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [14, 3, 0.4052, 0.0006, 3, 0.52, 0.0, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L706_C12\", \"label\": \"err_str = str()\", \"type\": \"assigned_variable\", \"loc\": [706, 706], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L696_C8\", \"vector\": [14, 3, 0.4057, 0.0006, 3, 0.52, 1.0, 657, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"err_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" err_str = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L719_C0\", \"label\": \"t_formatter_replace\", \"type\": \"class\", \"loc\": [719, 745], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4207, 0.0155, 0, 0.66, 0.6026, 230, 0, 2, 0, 0, 186, 0, 8], \"semantic\": {\"name\": \"t_formatter_replace\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_formatter_replace(object):\\n def __init__ (self, filenames, regex_strings, compiled_regexes = None):\\n self.filenames = filenames\\n # get the full absolute, normalised paths\\n filenames = [os.path.abspath(f) for f in filenames]\\n self.path_regex_components = get_all_paths_components(filenames, compiled_regexes)\\n self.display_regex_strings = parameter_list_as_string(regex_strings)\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L720_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [720, 725], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L719_C0\", \"vector\": [2, 1, 0.4152, 0.0034, 1, 0.93, 0.0, 555, 0, 4, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"filenames\", \"regex_strings\", \"compiled_regexes\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, filenames, regex_strings, compiled_regexes = None):\\n self.filenames = filenames\\n # get the full absolute, normalised paths\\n filenames = [os.path.abspath(f) for f in filenames]\\n self.path_regex_components = get_all_paths_components(filenames, compiled_regexes)\\n self.display_regex_strings = parameter_list_as_string(regex_strings)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L721_C8\", \"label\": \"self.filenames =\", \"type\": \"assigned_variable\", \"loc\": [721, 721], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L720_C4\", \"vector\": [14, 2, 0.4144, 0.0006, 2, 0.72, 0.0, 866, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.filenames = filenames\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L723_C8\", \"label\": \"filenames =\", \"type\": \"assigned_variable\", \"loc\": [723, 723], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L720_C4\", \"vector\": [14, 2, 0.4155, 0.0006, 2, 0.72, 0.3333, 94, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" filenames = [os.path.abspath(f) for f in filenames]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L724_C8\", \"label\": \"self.path_regex_components = get_all_paths_components()\", \"type\": \"assigned_variable\", \"loc\": [724, 724], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L720_C4\", \"vector\": [14, 2, 0.4161, 0.0006, 2, 0.72, 0.6667, 526, 3, 2, 0, 0, 210, 10, 1], \"semantic\": {\"name\": \"self.path_regex_components\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_all_paths_components\", \"annotation\": \"\"}, \"snippet\": \" self.path_regex_components = get_all_paths_components(filenames, compiled_regexes)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L725_C8\", \"label\": \"self.display_regex_strings = parameter_list_as_string()\", \"type\": \"assigned_variable\", \"loc\": [725, 725], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L720_C4\", \"vector\": [14, 2, 0.4167, 0.0006, 2, 0.72, 1.0, 493, 3, 1, 0, 0, 83, 10, 1], \"semantic\": {\"name\": \"self.display_regex_strings\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parameter_list_as_string\", \"annotation\": \"\"}, \"snippet\": \" self.display_regex_strings = parameter_list_as_string(regex_strings)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L729_C4\", \"label\": \"__call__\", \"type\": \"function\", \"loc\": [729, 745], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L719_C0\", \"vector\": [2, 1, 0.4236, 0.0098, 1, 0.93, 1.0, 319, 0, 2, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"__call__\", \"arg_names\": [\"self\", \"p\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __call__(self, p):\\n # swapped nesting order makes the syntax easier to explain:\\n # The first level of indirection is always the path component\\n # So basename[0] is the file name for the first file\\n # This looks better than the normal 0[basename]\\n\\n # some contortions because format decodes {0} as an offset into a list and not not a lookup into a dict...\\n dl, dd = swap_nesting_order(self.path_regex_components)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L736_C8\", \"label\": \"dl, dd = swap_nesting_order()\", \"type\": \"assigned_variable\", \"loc\": [736, 736], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L729_C4\", \"vector\": [14, 2, 0.423, 0.0006, 2, 0.93, 0.0, 429, 3, 1, 0, 0, 612, 10, 1], \"semantic\": {\"name\": \"dl, dd\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"swap_nesting_order\", \"annotation\": \"\"}, \"snippet\": \" dl, dd = swap_nesting_order(self.path_regex_components)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L737_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [737, 745], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L729_C4\", \"vector\": [7, 2, 0.4259, 0.0052, 2, 0.93, 1.0, 0, 0, 1, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n return p.format(*dl, **dd)\\n except (KeyError, IndexError):\\n raise error_input_file_does_not_match(\\\"Field '%s' in ('%s') using formatter(%s) fails to match Files '%s'.\\\"\\n \\\".\\\"\\n % ( str(sys.exc_info()[1]),\\n p,\\n self.display_regex_strings,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L738_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [738, 738], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L737_C8\", \"vector\": [13, 3, 0.4241, 0.0006, 3, 0.11, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p.format(*dl, **dd)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L753_C0\", \"label\": \"t_nested_formatter_replace\", \"type\": \"class\", \"loc\": [753, 787], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.4425, 0.0201, 0, 0.66, 0.6154, 838, 0, 2, 0, 0, 186, 0, 15], \"semantic\": {\"name\": \"t_nested_formatter_replace\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class t_nested_formatter_replace(object):\\n \\\"\\\"\\\"\\n Like t_formatter_replace but with one additional level of nesting\\n I.e. everything is a list comprehension!\\n For combinatorics @decorators\\n \\\"\\\"\\\"\\n def __init__ (self, filenames, regex_strings, compiled_regexes):\\n # make sure that we have the same level of nestedness for regular expressions and file names etc.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L754_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [754, 758], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L753_C0\", \"vector\": [8, 1, 0.4345, 0.0029, 1, 0.53, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Like t_formatter_replace but with one additional level of nesting\\n I.e. everything is a list comprehension!\\n For combinatorics @decorators\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [759, 767], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L753_C0\", \"vector\": [2, 1, 0.4385, 0.0052, 1, 0.53, 0.5, 555, 0, 4, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"filenames\", \"regex_strings\", \"compiled_regexes\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, filenames, regex_strings, compiled_regexes):\\n # make sure that we have the same level of nestedness for regular expressions and file names etc.\\n if len(filenames) != len(regex_strings) or len(filenames) != len(compiled_regexes):\\n raise Exception(\\\"Logic Error.\\\")\\n self.filenames = filenames\\n # get the full absolute, normalised paths\\n filenames = [[os.path.abspath(f) for f in filegroups] for filegroups in filenames]\\n self.path_regex_components = [get_all_paths_components(f, r) for (f,r) in zip(filenames, compiled_regexes)]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L761_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [761, 762], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"vector\": [4, 2, 0.4376, 0.0011, 2, 0.49, 0.0, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(filenames) != len(regex_strings) or len(filenames) != len(compiled_regexes):\\n raise Exception(\\\"Logic Error.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L763_C8\", \"label\": \"self.filenames =\", \"type\": \"assigned_variable\", \"loc\": [763, 763], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"vector\": [14, 2, 0.4385, 0.0006, 2, 0.49, 0.25, 866, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.filenames = filenames\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L765_C8\", \"label\": \"filenames =\", \"type\": \"assigned_variable\", \"loc\": [765, 765], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"vector\": [14, 2, 0.4397, 0.0006, 2, 0.49, 0.5, 94, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"filenames\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" filenames = [[os.path.abspath(f) for f in filegroups] for filegroups in filenames]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L766_C8\", \"label\": \"self.path_regex_components =\", \"type\": \"assigned_variable\", \"loc\": [766, 766], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"vector\": [14, 2, 0.4402, 0.0006, 2, 0.49, 0.75, 526, 5, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"self.path_regex_components\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.path_regex_components = [get_all_paths_components(f, r) for (f,r) in zip(filenames, compiled_regexes)]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L767_C8\", \"label\": \"self.display_regex_strs =\", \"type\": \"assigned_variable\", \"loc\": [767, 767], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L759_C4\", \"vector\": [14, 2, 0.4408, 0.0006, 2, 0.49, 1.0, 748, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"self.display_regex_strs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.display_regex_strs = [parameter_list_as_string(ss) for ss in regex_strings]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L770_C4\", \"label\": \"__call__\", \"type\": \"function\", \"loc\": [770, 787], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L753_C0\", \"vector\": [2, 1, 0.4474, 0.0103, 1, 0.53, 1.0, 319, 0, 2, 1, 0, 0, 0, 6], \"semantic\": {\"name\": \"__call__\", \"arg_names\": [\"self\", \"p\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __call__(self, p):\\n # swapped nesting order makes the syntax easier to explain:\\n # The first level of indirection is always the path component\\n # So basename[0] is the file name for the first file\\n # This looks better than the normal 0[basename]\\n\\n # some contortions because format decodes {0} as an offset into a list and not not a lookup into a dict...\\n dl, dd = swap_doubly_nested_order(self.path_regex_components)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L777_C8\", \"label\": \"dl, dd = swap_doubly_nested_order()\", \"type\": \"assigned_variable\", \"loc\": [777, 777], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L770_C4\", \"vector\": [14, 2, 0.4466, 0.0006, 2, 0.21, 0.0, 429, 3, 1, 0, 0, 270, 10, 1], \"semantic\": {\"name\": \"dl, dd\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"swap_doubly_nested_order\", \"annotation\": \"\"}, \"snippet\": \" dl, dd = swap_doubly_nested_order(self.path_regex_components)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L778_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [778, 787], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L770_C4\", \"vector\": [7, 2, 0.4497, 0.0057, 2, 0.21, 1.0, 0, 0, 1, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n return p.format(*dl, **dd)\\n except (KeyError, IndexError):\\n formatter_str = \\\", \\\".join(\\\"formatter(%s)\\\" % ss for ss in self.display_regex_strs)\\n raise error_input_file_does_not_match(\\\"Unmatched field %s in ('%s') using %s fails to match Files '%s'\\\"\\n \\\".\\\"\\n % ( str(sys.exc_info()[1]),\\n p,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L779_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [779, 779], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L778_C8\", \"vector\": [13, 3, 0.4477, 0.0006, 3, 0.82, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p.format(*dl, **dd)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L781_C12\", \"label\": \"formatter_str = join()\", \"type\": \"assigned_variable\", \"loc\": [781, 781], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L778_C8\", \"vector\": [14, 3, 0.4489, 0.0006, 3, 0.82, 0.0, 761, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"formatter_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" formatter_str = \\\", \\\".join(\\\"formatter(%s)\\\" % ss for ss in self.display_regex_strs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L799_C0\", \"label\": \"REGEX_SUBSTITUTE =\", \"type\": \"assigned_variable\", \"loc\": [799, 799], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.4592, 0.0006, 0, 0.66, 0.6282, 259, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"REGEX_SUBSTITUTE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"REGEX_SUBSTITUTE = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L810_C0\", \"label\": \"SUFFIX_SUBSTITUTE =\", \"type\": \"assigned_variable\", \"loc\": [810, 810], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.4655, 0.0006, 0, 0.66, 0.641, 62, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"SUFFIX_SUBSTITUTE\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"SUFFIX_SUBSTITUTE = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L820_C0\", \"label\": \"regex_replace\", \"type\": \"function\", \"loc\": [820, 821], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.4716, 0.0011, 0, 0.66, 0.6538, 927, 0, 5, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"regex_replace\", \"arg_names\": [\"filename\", \"regex_str\", \"compiled_regex\", \"substitution_patterns\", \"regex_or_suffix\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def regex_replace(filename, regex_str, compiled_regex, substitution_patterns, regex_or_suffix = REGEX_SUBSTITUTE):\\n return apply_func_to_sequence(substitution_patterns, t_regex_replace(filename, regex_str, compiled_regex, regex_or_suffix))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L821_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [821, 821], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L820_C0\", \"vector\": [13, 1, 0.4718, 0.0006, 1, 0.32, 0.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return apply_func_to_sequence(substitution_patterns, t_regex_replace(filename, regex_str, compiled_regex, regex_or_suffix))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L823_C0\", \"label\": \"formatter_replace\", \"type\": \"function\", \"loc\": [823, 824], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.4733, 0.0011, 0, 0.66, 0.6667, 105, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"formatter_replace\", \"arg_names\": [\"filenames\", \"regex_str\", \"compiled_regex\", \"substitution_patterns\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def formatter_replace (filenames, regex_str, compiled_regex, substitution_patterns):\\n return apply_func_to_sequence(substitution_patterns, t_formatter_replace(filenames, regex_str, compiled_regex))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L824_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [824, 824], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L823_C0\", \"vector\": [13, 1, 0.4736, 0.0006, 1, 0.06, 0.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return apply_func_to_sequence(substitution_patterns, t_formatter_replace(filenames, regex_str, compiled_regex))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L826_C0\", \"label\": \"nested_formatter_replace\", \"type\": \"function\", \"loc\": [826, 827], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.475, 0.0011, 0, 0.66, 0.6795, 373, 0, 4, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"nested_formatter_replace\", \"arg_names\": [\"filenames\", \"regex_strings\", \"compiled_regexes\", \"substitution_patterns\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def nested_formatter_replace (filenames, regex_strings, compiled_regexes, substitution_patterns):\\n return apply_func_to_sequence(substitution_patterns, t_nested_formatter_replace(filenames, regex_strings, compiled_regexes))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L827_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [827, 827], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L826_C0\", \"vector\": [13, 1, 0.4753, 0.0006, 1, 0.22, 0.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return apply_func_to_sequence(substitution_patterns, t_nested_formatter_replace(filenames, regex_strings, compiled_regexes))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L835_C0\", \"label\": \"non_str_sequence\", \"type\": \"function\", \"loc\": [835, 850], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.4842, 0.0092, 0, 0.66, 0.6923, 236, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"non_str_sequence\", \"arg_names\": [\"arg\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def non_str_sequence (arg):\\n \\\"\\\"\\\"\\n Whether arg is a sequence.\\n We treat strings / dicts however as a singleton not as a sequence\\n\\n \\\"\\\"\\\"\\n #will only dive into list and set, everything else is not regarded as a sequence\\n #loss of flexibility but more conservative\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L836_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [836, 840], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L835_C0\", \"vector\": [8, 1, 0.4816, 0.0029, 1, 0.27, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Whether arg is a sequence.\\n We treat strings / dicts however as a singleton not as a sequence\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L844_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [844, 845], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L835_C0\", \"vector\": [4, 1, 0.4853, 0.0011, 1, 0.27, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (not isinstance(arg, (list, tuple, set))):\\n return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L845_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [845, 845], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L844_C4\", \"vector\": [13, 2, 0.4856, 0.0006, 2, 0.81, 0.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L846_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [846, 850], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L835_C0\", \"vector\": [7, 1, 0.4874, 0.0029, 1, 0.27, 1.0, 0, 0, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n test = iter(arg)\\n return True\\n except TypeError:\\n return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L847_C8\", \"label\": \"test = iter()\", \"type\": \"assigned_variable\", \"loc\": [847, 847], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L846_C4\", \"vector\": [14, 2, 0.4868, 0.0006, 2, 0.15, 0.0, 224, 3, 1, 0, 0, 557, 10, 1], \"semantic\": {\"name\": \"test\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"iter\", \"annotation\": \"\"}, \"snippet\": \" test = iter(arg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L848_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [848, 848], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L846_C4\", \"vector\": [13, 2, 0.4874, 0.0006, 2, 0.15, 1.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L850_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [850, 850], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L846_C4\", \"vector\": [13, 2, 0.4885, 0.0006, 2, 0.15, 0.0, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return False\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L859_C0\", \"label\": \"get_strings_in_flattened_sequence_aux\", \"type\": \"function\", \"loc\": [859, 870], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.4968, 0.0069, 0, 0.66, 0.7051, 20, 0, 2, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"get_strings_in_flattened_sequence_aux\", \"arg_names\": [\"p\", \"l\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_strings_in_flattened_sequence_aux(p, l = None):\\n \\\"\\\"\\\"\\n Unravels arbitrarily nested sequence and returns lists of strings\\n \\\"\\\"\\\"\\n if l is None:\\n l = []\\n if isinstance(p, path_str_type):\\n l.append(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L860_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [860, 862], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L859_C0\", \"vector\": [8, 1, 0.4948, 0.0017, 1, 0.16, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Unravels arbitrarily nested sequence and returns lists of strings\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L863_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [863, 864], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L859_C0\", \"vector\": [4, 1, 0.4963, 0.0011, 1, 0.16, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if l is None:\\n l = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L864_C8\", \"label\": \"l =\", \"type\": \"assigned_variable\", \"loc\": [864, 864], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L863_C4\", \"vector\": [14, 2, 0.4966, 0.0006, 2, 0.16, 0.0, 810, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"l\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" l = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L865_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [865, 869], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L859_C0\", \"vector\": [4, 1, 0.4983, 0.0029, 1, 0.16, 0.6667, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, path_str_type):\\n l.append(p)\\n elif non_str_sequence (p):\\n for pp in p:\\n get_strings_in_flattened_sequence_aux(pp, l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L866_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [866, 866], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L865_C4\", \"vector\": [8, 2, 0.4977, 0.0006, 2, 0.59, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" l.append(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L867_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [867, 869], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L865_C4\", \"vector\": [4, 2, 0.4989, 0.0017, 2, 0.59, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif non_str_sequence (p):\\n for pp in p:\\n get_strings_in_flattened_sequence_aux(pp, l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L868_C8\", \"label\": \"for pp\", \"type\": \"for\", \"loc\": [868, 869], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L867_C4\", \"vector\": [6, 3, 0.4991, 0.0011, 3, 0.18, 0.0, 632, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pp in p:\\n get_strings_in_flattened_sequence_aux(pp, l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L869_C12\", \"label\": \"get_strings_in_flattened_sequence_aux()\", \"type\": \"expression\", \"loc\": [869, 869], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L868_C8\", \"vector\": [8, 4, 0.4994, 0.0006, 4, 0.63, 0.0, 20, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_strings_in_flattened_sequence_aux\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_strings_in_flattened_sequence_aux\", \"annotation\": \"\"}, \"snippet\": \" get_strings_in_flattened_sequence_aux(pp, l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L870_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [870, 870], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L859_C0\", \"vector\": [13, 1, 0.5, 0.0006, 1, 0.16, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return l\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L878_C0\", \"label\": \"get_strings_in_flattened_sequence\", \"type\": \"function\", \"loc\": [878, 894], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5092, 0.0098, 0, 0.66, 0.7179, 161, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"get_strings_in_flattened_sequence\", \"arg_names\": [\"p\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_strings_in_flattened_sequence (p):\\n \\\"\\\"\\\"\\n Traverses nested sequence and for each element, returns first string encountered\\n \\\"\\\"\\\"\\n if p is None:\\n return []\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L879_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [879, 881], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L878_C0\", \"vector\": [8, 1, 0.5057, 0.0017, 1, 0.67, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Traverses nested sequence and for each element, returns first string encountered\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L882_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [882, 883], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L878_C0\", \"vector\": [4, 1, 0.5072, 0.0011, 1, 0.67, 0.3333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if p is None:\\n return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L883_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [883, 883], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L882_C4\", \"vector\": [13, 2, 0.5075, 0.0006, 2, 0.64, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L888_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [888, 889], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L878_C0\", \"vector\": [4, 1, 0.5106, 0.0011, 1, 0.67, 0.6667, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, path_str_type):\\n return [p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L889_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [889, 889], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L888_C4\", \"vector\": [13, 2, 0.5109, 0.0006, 2, 0.27, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L894_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [894, 894], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L878_C0\", \"vector\": [13, 1, 0.5138, 0.0006, 1, 0.67, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return get_strings_in_flattened_sequence_aux(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L902_C0\", \"label\": \"get_first_string_in_nested_sequence\", \"type\": \"function\", \"loc\": [902, 906], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5195, 0.0029, 0, 0.66, 0.7308, 643, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"get_first_string_in_nested_sequence\", \"arg_names\": [\"p\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_first_string_in_nested_sequence (p):\\n strings = get_strings_in_flattened_sequence (p)\\n if len(strings):\\n return strings[0]\\n return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L903_C4\", \"label\": \"strings = get_strings_in_flattened_sequence()\", \"type\": \"assigned_variable\", \"loc\": [903, 903], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L902_C0\", \"vector\": [14, 1, 0.519, 0.0006, 1, 0.96, 0.0, 109, 3, 1, 0, 0, 161, 10, 1], \"semantic\": {\"name\": \"strings\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_strings_in_flattened_sequence\", \"annotation\": \"\"}, \"snippet\": \" strings = get_strings_in_flattened_sequence (p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L904_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [904, 905], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L902_C0\", \"vector\": [4, 1, 0.5198, 0.0011, 1, 0.96, 0.5, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(strings):\\n return strings[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L905_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [905, 905], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L904_C4\", \"vector\": [13, 2, 0.5201, 0.0006, 2, 0.71, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return strings[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L906_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [906, 906], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L902_C0\", \"vector\": [13, 1, 0.5207, 0.0006, 1, 0.96, 1.0, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L913_C0\", \"label\": \"ignore_unknown_encoder\", \"type\": \"function\", \"loc\": [913, 923], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5276, 0.0063, 0, 0.66, 0.7436, 434, 0, 1, 1, 0, 0, 0, 9], \"semantic\": {\"name\": \"ignore_unknown_encoder\", \"arg_names\": [\"obj\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def ignore_unknown_encoder(obj):\\n if non_str_sequence (obj):\\n return \\\"[%s]\\\" % \\\", \\\".join(map(ignore_unknown_encoder, obj))\\n try:\\n s= str(obj)\\n if \\\" object\\\" in s and s[0] == '<' and s[-1] == '>':\\n pos = s.find(\\\" object\\\")\\n s = \\\"<\\\" + s[1:pos].replace(\\\"__main__.\\\", \\\"\\\") + \\\">\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L914_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [914, 915], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L913_C0\", \"vector\": [4, 1, 0.5256, 0.0011, 1, 0.87, 0.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if non_str_sequence (obj):\\n return \\\"[%s]\\\" % \\\", \\\".join(map(ignore_unknown_encoder, obj))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L915_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [915, 915], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L914_C4\", \"vector\": [13, 2, 0.5259, 0.0006, 2, 0.76, 0.0, 0, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"[%s]\\\" % \\\", \\\".join(map(ignore_unknown_encoder, obj))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L916_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [916, 923], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L913_C0\", \"vector\": [7, 1, 0.5284, 0.0046, 1, 0.87, 1.0, 0, 0, 1, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n s= str(obj)\\n if \\\" object\\\" in s and s[0] == '<' and s[-1] == '>':\\n pos = s.find(\\\" object\\\")\\n s = \\\"<\\\" + s[1:pos].replace(\\\"__main__.\\\", \\\"\\\") + \\\">\\\"\\n return s.replace('\\\"', \\\"'\\\")\\n except:\\n return \\\"<%s>\\\" % str(obj.__class__).replace('\\\"', \\\"'\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L917_C8\", \"label\": \"s = str()\", \"type\": \"assigned_variable\", \"loc\": [917, 917], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L916_C4\", \"vector\": [14, 2, 0.527, 0.0006, 2, 0.53, 0.0, 553, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"s\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" s= str(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L918_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [918, 920], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L916_C4\", \"vector\": [4, 2, 0.5282, 0.0017, 2, 0.53, 0.5, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\" object\\\" in s and s[0] == '<' and s[-1] == '>':\\n pos = s.find(\\\" object\\\")\\n s = \\\"<\\\" + s[1:pos].replace(\\\"__main__.\\\", \\\"\\\") + \\\">\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L919_C12\", \"label\": \"pos = find()\", \"type\": \"assigned_variable\", \"loc\": [919, 919], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L918_C8\", \"vector\": [14, 3, 0.5282, 0.0006, 3, 0.86, 0.0, 627, 3, 1, 0, 0, 340, 10, 1], \"semantic\": {\"name\": \"pos\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"find\", \"annotation\": \"\"}, \"snippet\": \" pos = s.find(\\\" object\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L920_C12\", \"label\": \"s =\", \"type\": \"assigned_variable\", \"loc\": [920, 920], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L918_C8\", \"vector\": [14, 3, 0.5287, 0.0006, 3, 0.86, 1.0, 553, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"s\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" s = \\\"<\\\" + s[1:pos].replace(\\\"__main__.\\\", \\\"\\\") + \\\">\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L921_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [921, 921], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L916_C4\", \"vector\": [13, 2, 0.5293, 0.0006, 2, 0.53, 1.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return s.replace('\\\"', \\\"'\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L923_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [923, 923], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L916_C4\", \"vector\": [13, 2, 0.5305, 0.0006, 2, 0.53, 0.0, 0, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"<%s>\\\" % str(obj.__class__).replace('\\\"', \\\"'\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"label\": \"shorten_filenames_encoder\", \"type\": \"function\", \"loc\": [929, 993], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5523, 0.0374, 0, 0.66, 0.7564, 469, 0, 2, 1, 0, 0, 0, 21], \"semantic\": {\"name\": \"shorten_filenames_encoder\", \"arg_names\": [\"obj\", \"n_levels\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def shorten_filenames_encoder (obj, n_levels = 2):\\n \\\"\\\"\\\"\\n Convert a set of parameters into a string\\n Paths with > N levels of nested-ness are truncated\\n \\\"\\\"\\\"\\n\\n #\\n # if < 0, nest by 2\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L930_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [930, 933], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [8, 1, 0.5353, 0.0023, 1, 0.27, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Convert a set of parameters into a string\\n Paths with > N levels of nested-ness are truncated\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [938, 954], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.5437, 0.0098, 1, 0.27, 0.125, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if n_levels < 0:\\n desired_len = - n_levels\\n prev_encoded_len = 0\\n #\\n # try more and more nestedness up to 9 if that fits inside desired length\\n # stop when increasing nestedness makes no difference\\n #\\n for nestedness in range(1, 20):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L939_C8\", \"label\": \"desired_len =\", \"type\": \"assigned_variable\", \"loc\": [939, 939], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [14, 2, 0.5397, 0.0006, 2, 0.18, 0.0, 198, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"desired_len\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" desired_len = - n_levels\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L940_C8\", \"label\": \"prev_encoded_len =\", \"type\": \"assigned_variable\", \"loc\": [940, 940], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [14, 2, 0.5402, 0.0006, 2, 0.18, 0.1667, 796, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"prev_encoded_len\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" prev_encoded_len = 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L945_C8\", \"label\": \"for nestedness\", \"type\": \"for\", \"loc\": [945, 949], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [6, 2, 0.5443, 0.0029, 2, 0.18, 0.3333, 955, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"nestedness\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for nestedness in range(1, 20):\\n res = shorten_filenames_encoder (obj, nestedness)\\n if len(res) > desired_len or \\\"...\\\" not in res:\\n break\\n prev_encoded_len = len(res)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L946_C12\", \"label\": \"res = shorten_filenames_encoder()\", \"type\": \"assigned_variable\", \"loc\": [946, 946], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L945_C8\", \"vector\": [14, 3, 0.5437, 0.0006, 3, 0.49, 0.0, 413, 3, 2, 0, 0, 469, 10, 1], \"semantic\": {\"name\": \"res\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"shorten_filenames_encoder\", \"annotation\": \"\"}, \"snippet\": \" res = shorten_filenames_encoder (obj, nestedness)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L947_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [947, 948], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L945_C8\", \"vector\": [4, 3, 0.5445, 0.0011, 3, 0.49, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(res) > desired_len or \\\"...\\\" not in res:\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L949_C12\", \"label\": \"prev_encoded_len = len()\", \"type\": \"assigned_variable\", \"loc\": [949, 949], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L945_C8\", \"vector\": [14, 3, 0.5454, 0.0006, 3, 0.49, 1.0, 796, 3, 1, 0, 0, 890, 10, 1], \"semantic\": {\"name\": \"prev_encoded_len\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"len\", \"annotation\": \"\"}, \"snippet\": \" prev_encoded_len = len(res)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L950_C8\", \"label\": \"desired_len = max()\", \"type\": \"assigned_variable\", \"loc\": [950, 950], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [14, 2, 0.546, 0.0006, 2, 0.18, 0.5, 198, 3, 2, 0, 0, 442, 10, 1], \"semantic\": {\"name\": \"desired_len\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"max\", \"annotation\": \"\"}, \"snippet\": \" desired_len = max(4, desired_len - 5)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L951_C8\", \"label\": \"offset =\", \"type\": \"assigned_variable\", \"loc\": [951, 951], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [14, 2, 0.5466, 0.0006, 2, 0.18, 0.6667, 132, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"offset\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" offset = len(res) - desired_len\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L952_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [952, 953], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [4, 2, 0.5474, 0.0011, 2, 0.18, 0.8333, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if offset < 0:\\n return res\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L953_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [953, 953], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L952_C8\", \"vector\": [13, 3, 0.5477, 0.0006, 3, 0.44, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return res\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L954_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [954, 954], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L938_C4\", \"vector\": [13, 2, 0.5483, 0.0006, 2, 0.18, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"<???> \\\" + res[offset:]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L961_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [961, 962], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.5526, 0.0011, 1, 0.27, 0.25, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if non_str_sequence (obj):\\n return \\\"[%s]\\\" % \\\", \\\".join(map(shorten_filenames_encoder, obj, [n_levels] * len(obj)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L962_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [962, 962], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L961_C4\", \"vector\": [13, 2, 0.5529, 0.0006, 2, 0.77, 0.0, 0, 4, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"[%s]\\\" % \\\", \\\".join(map(shorten_filenames_encoder, obj, [n_levels] * len(obj)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L967_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [967, 968], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.556, 0.0011, 1, 0.27, 0.375, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(obj, path_str_type):\\n return ignore_unknown_encoder(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L968_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [968, 968], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L967_C4\", \"vector\": [13, 2, 0.5563, 0.0006, 2, 0.87, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ignore_unknown_encoder(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L974_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [974, 975], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.5601, 0.0011, 1, 0.27, 0.5, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not n_levels:\\n return ignore_unknown_encoder(os.path.abspath(obj))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L975_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [975, 975], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L974_C4\", \"vector\": [13, 2, 0.5603, 0.0006, 2, 0.13, 0.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ignore_unknown_encoder(os.path.abspath(obj))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L982_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [982, 983], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.5647, 0.0011, 1, 0.27, 0.625, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if obj[1:].count('/') < n_levels:\\n return ignore_unknown_encoder(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L983_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [983, 983], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L982_C4\", \"vector\": [13, 2, 0.5649, 0.0006, 2, 0.72, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ignore_unknown_encoder(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L986_C4\", \"label\": \"rel_path = relpath()\", \"type\": \"assigned_variable\", \"loc\": [986, 986], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [14, 1, 0.5667, 0.0006, 1, 0.27, 0.75, 815, 3, 1, 0, 0, 104, 10, 1], \"semantic\": {\"name\": \"rel_path\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"relpath\", \"annotation\": \"\"}, \"snippet\": \" rel_path = os.path.relpath(obj)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L987_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [987, 989], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [4, 1, 0.5678, 0.0017, 1, 0.27, 0.875, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if rel_path.count('/') <= n_levels:\\n #print >>sys.stderr, \\\"relative path only one nested level\\\"\\n return ignore_unknown_encoder(rel_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L989_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [989, 989], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L987_C4\", \"vector\": [13, 2, 0.5684, 0.0006, 2, 0.11, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ignore_unknown_encoder(rel_path)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L993_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [993, 993], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L929_C0\", \"vector\": [13, 1, 0.5707, 0.0006, 1, 0.27, 1.0, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return ignore_unknown_encoder(get_nth_nested_level_of_path (obj, n_levels))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1004_C0\", \"label\": \"glob_letters = set()\", \"type\": \"assigned_variable\", \"loc\": [1004, 1004], \"level\": 0, \"parent\": null, \"vector\": [14, 0, 0.577, 0.0006, 0, 0.66, 0.7692, 729, 3, 1, 0, 0, 21, 10, 1], \"semantic\": {\"name\": \"glob_letters\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"set\", \"annotation\": \"\"}, \"snippet\": \"glob_letters = set('*[]?')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1005_C0\", \"label\": \"is_glob\", \"type\": \"function\", \"loc\": [1005, 1007], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5782, 0.0017, 0, 0.66, 0.7821, 297, 0, 1, 1, 0, 0, 0, 2], \"semantic\": {\"name\": \"is_glob\", \"arg_names\": [\"s\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def is_glob(s):\\n \\\"\\\"\\\"Check whether 's' contains ANY of glob chars\\\"\\\"\\\"\\n return len(glob_letters.intersection(s)) > 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1006_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1006, 1006], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1005_C0\", \"vector\": [8, 1, 0.5782, 0.0006, 1, 0.5, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"Check whether 's' contains ANY of glob chars\\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1007_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1007, 1007], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1005_C0\", \"vector\": [13, 1, 0.5787, 0.0006, 1, 0.5, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return len(glob_letters.intersection(s)) > 0\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1016_C0\", \"label\": \"get_nested_tasks_or_globs\", \"type\": \"function\", \"loc\": [1016, 1053], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5945, 0.0218, 0, 0.66, 0.7949, 56, 0, 5, 1, 0, 0, 0, 16], \"semantic\": {\"name\": \"get_nested_tasks_or_globs\", \"arg_names\": [\"p\", \"treat_strings_as_tasks\", \"runtime_data_names\", \"tasks\", \"globs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_nested_tasks_or_globs(p, treat_strings_as_tasks = False, runtime_data_names=None, tasks=None, globs = None):\\n \\\"\\\"\\\"\\n Get any tasks or globs which are within parameter\\n tasks are returned as functions or function names\\n \\\"\\\"\\\"\\n #\\n # create storage if this is not a recursive call\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1017_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1017, 1020], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1016_C0\", \"vector\": [8, 1, 0.5853, 0.0023, 1, 0.45, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Get any tasks or globs which are within parameter\\n tasks are returned as functions or function names\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1024_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1024, 1025], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1016_C0\", \"vector\": [4, 1, 0.5888, 0.0011, 1, 0.45, 0.3333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if globs is None:\\n runtime_data_names, tasks, globs = set(), set(), set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1025_C8\", \"label\": \"runtime_data_names, tasks, globs =\", \"type\": \"assigned_variable\", \"loc\": [1025, 1025], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1024_C4\", \"vector\": [14, 2, 0.5891, 0.0006, 2, 0.53, 0.0, 808, 0, 0, 0, 0, 0, 8, 3], \"semantic\": {\"name\": \"runtime_data_names, tasks, globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" runtime_data_names, tasks, globs = set(), set(), set()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1030_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1030, 1052], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1016_C0\", \"vector\": [4, 1, 0.5983, 0.0132, 1, 0.45, 0.6667, 0, 3, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (isinstance(p, collections.Callable)):\\n tasks.add(p)\\n elif p.__class__.__name__ == 'Task':\\n tasks.add(p)\\n elif isinstance(p, runtime_parameter):\\n runtime_data_names.add(p)\\n\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1031_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1031, 1031], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1030_C4\", \"vector\": [8, 2, 0.5925, 0.0006, 2, 0.04, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" tasks.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1032_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1032, 1052], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1030_C4\", \"vector\": [4, 2, 0.5989, 0.0121, 2, 0.04, 1.0, 0, 0, 0, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif p.__class__.__name__ == 'Task':\\n tasks.add(p)\\n elif isinstance(p, runtime_parameter):\\n runtime_data_names.add(p)\\n\\n #\\n # output_from treats all arguments as tasks or task names\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1033_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1033, 1033], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1032_C4\", \"vector\": [8, 3, 0.5937, 0.0006, 3, 0.78, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" tasks.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1034_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1034, 1052], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1032_C4\", \"vector\": [4, 3, 0.5994, 0.0109, 3, 0.78, 1.0, 0, 3, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(p, runtime_parameter):\\n runtime_data_names.add(p)\\n\\n #\\n # output_from treats all arguments as tasks or task names\\n #\\n elif isinstance(p, output_from):\\n for pp in p.args:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1035_C8\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1035, 1035], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1034_C4\", \"vector\": [8, 4, 0.5948, 0.0006, 4, 0.1, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" runtime_data_names.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1040_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1040, 1052], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1034_C4\", \"vector\": [4, 4, 0.6011, 0.0075, 4, 0.1, 1.0, 0, 3, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(p, output_from):\\n for pp in p.args:\\n get_nested_tasks_or_globs(pp, True, runtime_data_names, tasks, globs)\\n\\n elif isinstance(p, path_str_type):\\n if treat_strings_as_tasks:\\n tasks.add(p)\\n elif is_glob(p):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1041_C8\", \"label\": \"for pp\", \"type\": \"for\", \"loc\": [1041, 1042], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1040_C4\", \"vector\": [6, 5, 0.5986, 0.0011, 5, 0.93, 0.0, 632, 7, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pp in p.args:\\n get_nested_tasks_or_globs(pp, True, runtime_data_names, tasks, globs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1042_C12\", \"label\": \"get_nested_tasks_or_globs()\", \"type\": \"expression\", \"loc\": [1042, 1042], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1041_C8\", \"vector\": [8, 6, 0.5989, 0.0006, 6, 0.47, 0.0, 56, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_nested_tasks_or_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_nested_tasks_or_globs\", \"annotation\": \"\"}, \"snippet\": \" get_nested_tasks_or_globs(pp, True, runtime_data_names, tasks, globs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1044_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1044, 1052], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1040_C4\", \"vector\": [4, 5, 0.6023, 0.0052, 5, 0.93, 1.0, 0, 3, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif isinstance(p, path_str_type):\\n if treat_strings_as_tasks:\\n tasks.add(p)\\n elif is_glob(p):\\n globs.add(p)\\n\\n elif non_str_sequence (p):\\n for pp in p:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1045_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1045, 1048], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1044_C4\", \"vector\": [4, 6, 0.6014, 0.0023, 6, 0.56, 0.0, 0, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if treat_strings_as_tasks:\\n tasks.add(p)\\n elif is_glob(p):\\n globs.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1046_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1046, 1046], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1045_C8\", \"vector\": [8, 7, 0.6011, 0.0006, 7, 0.35, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" tasks.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1047_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1047, 1048], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1045_C8\", \"vector\": [4, 7, 0.602, 0.0011, 7, 0.35, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif is_glob(p):\\n globs.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1048_C12\", \"label\": \"add()\", \"type\": \"expression\", \"loc\": [1048, 1048], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1047_C8\", \"vector\": [8, 8, 0.6023, 0.0006, 8, 0.48, 0.0, 241, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"add\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"add\", \"annotation\": \"\"}, \"snippet\": \" globs.add(p)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1050_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1050, 1052], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1044_C4\", \"vector\": [4, 6, 0.604, 0.0017, 6, 0.56, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif non_str_sequence (p):\\n for pp in p:\\n get_nested_tasks_or_globs(pp, treat_strings_as_tasks, runtime_data_names, tasks, globs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1051_C8\", \"label\": \"for pp\", \"type\": \"for\", \"loc\": [1051, 1052], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1050_C4\", \"vector\": [6, 7, 0.6043, 0.0011, 7, 0.67, 0.0, 632, 2, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pp in p:\\n get_nested_tasks_or_globs(pp, treat_strings_as_tasks, runtime_data_names, tasks, globs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1052_C12\", \"label\": \"get_nested_tasks_or_globs()\", \"type\": \"expression\", \"loc\": [1052, 1052], \"level\": 8, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1051_C8\", \"vector\": [8, 8, 0.6046, 0.0006, 8, 0.72, 0.0, 56, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"get_nested_tasks_or_globs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get_nested_tasks_or_globs\", \"annotation\": \"\"}, \"snippet\": \" get_nested_tasks_or_globs(pp, treat_strings_as_tasks, runtime_data_names, tasks, globs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1053_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1053, 1053], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1016_C0\", \"vector\": [13, 1, 0.6052, 0.0006, 1, 0.45, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return tasks, globs, runtime_data_names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"label\": \"replace_func_names_with_tasks\", \"type\": \"function\", \"loc\": [1060, 1124], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.6276, 0.0374, 0, 0.66, 0.8077, 510, 0, 3, 1, 0, 0, 0, 21], \"semantic\": {\"name\": \"replace_func_names_with_tasks\", \"arg_names\": [\"p\", \"func_or_name_to_task\", \"treat_strings_as_tasks\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def replace_func_names_with_tasks(p, func_or_name_to_task, treat_strings_as_tasks = False):\\n \\\"\\\"\\\"\\n Replaces task functions or task name (strings) with the tasks they represent\\n func_or_name_to_task are a dictionary of function and task names to tasks\\n\\n \\\"\\\"\\\"\\n #\\n # Expand globs or tasks as a list only if they are top level\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1061_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1061, 1065], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"vector\": [8, 1, 0.6109, 0.0029, 1, 0.74, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Replaces task functions or task name (strings) with the tasks they represent\\n func_or_name_to_task are a dictionary of function and task names to tasks\\n\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1069_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1069, 1071], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"vector\": [4, 1, 0.6149, 0.0017, 1, 0.74, 0.25, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, collections.Callable):\\n #if type(p) == types.FunctionType:\\n return func_or_name_to_task[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1071_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1071, 1071], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1069_C4\", \"vector\": [13, 2, 0.6155, 0.0006, 2, 0.81, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return func_or_name_to_task[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1076_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1076, 1080], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"vector\": [4, 1, 0.6195, 0.0029, 1, 0.74, 0.5, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, output_from):\\n if len(p.args) == 1:\\n return replace_func_names_with_tasks(p.args[0], func_or_name_to_task, True)\\n else:\\n return [replace_func_names_with_tasks(pp, func_or_name_to_task, True) for pp in p.args]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1077_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1077, 1080], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1076_C4\", \"vector\": [4, 2, 0.6198, 0.0023, 2, 0.3, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(p.args) == 1:\\n return replace_func_names_with_tasks(p.args[0], func_or_name_to_task, True)\\n else:\\n return [replace_func_names_with_tasks(pp, func_or_name_to_task, True) for pp in p.args]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1078_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1078, 1078], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1077_C8\", \"vector\": [13, 3, 0.6195, 0.0006, 3, 0.21, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return replace_func_names_with_tasks(p.args[0], func_or_name_to_task, True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1080_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1080, 1080], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1077_C8\", \"vector\": [13, 3, 0.6207, 0.0006, 3, 0.21, 1.0, 0, 5, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return [replace_func_names_with_tasks(pp, func_or_name_to_task, True) for pp in p.args]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1085_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1085, 1088], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"vector\": [4, 1, 0.6244, 0.0023, 1, 0.74, 0.75, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, path_str_type):\\n if treat_strings_as_tasks:\\n return func_or_name_to_task[p]\\n return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1086_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1086, 1087], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1085_C4\", \"vector\": [4, 2, 0.6244, 0.0011, 2, 0.35, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if treat_strings_as_tasks:\\n return func_or_name_to_task[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1087_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1087, 1087], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1086_C8\", \"vector\": [13, 3, 0.6247, 0.0006, 3, 0.24, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return func_or_name_to_task[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1088_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1088, 1088], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1085_C4\", \"vector\": [13, 2, 0.6253, 0.0006, 2, 0.35, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1093_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1093, 1124], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1060_C0\", \"vector\": [4, 1, 0.6371, 0.0184, 1, 0.74, 1.0, 0, 3, 0, 0, 0, 0, 0, 15], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, dict):\\n return p\\n\\n #\\n # Other sequences are recursed down\\n #\\n elif non_str_sequence(p):\\n l = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1094_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1094, 1094], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1093_C4\", \"vector\": [13, 2, 0.6287, 0.0006, 2, 0.35, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1099_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1099, 1124], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1093_C4\", \"vector\": [4, 2, 0.6388, 0.0149, 2, 0.35, 1.0, 0, 3, 0, 0, 0, 0, 0, 14], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif non_str_sequence(p):\\n l = list()\\n for pp in p:\\n\\n #\\n # To be intuitive:\\n # arguments wrapped by output_from are always treated \\\"in-line\\\"\\n # e.g. 1, output_from(\\\"a\\\") => 1, task_a\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1100_C8\", \"label\": \"l = list()\", \"type\": \"assigned_variable\", \"loc\": [1100, 1100], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1099_C4\", \"vector\": [14, 3, 0.6322, 0.0006, 3, 0.14, 0.0, 810, 3, 0, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"l\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" l = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1101_C8\", \"label\": \"for pp\", \"type\": \"for\", \"loc\": [1101, 1117], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1099_C4\", \"vector\": [6, 3, 0.6374, 0.0098, 3, 0.14, 0.3333, 632, 2, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pp in p:\\n\\n #\\n # To be intuitive:\\n # arguments wrapped by output_from are always treated \\\"in-line\\\"\\n # e.g. 1, output_from(\\\"a\\\") => 1, task_a\\n # e.g. 1, output_from(\\\"a\\\", 2) => 1, task_a, 2\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1109_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1109, 1117], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1101_C8\", \"vector\": [4, 4, 0.6397, 0.0052, 4, 0.48, 0.0, 0, 3, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(pp, output_from):\\n if len(pp.args) > 1:\\n l.extend(tuple(replace_func_names_with_tasks(pp, func_or_name_to_task, True)))\\n elif len(pp.args) == 1:\\n l.append(replace_func_names_with_tasks(pp.args[0], func_or_name_to_task, True))\\n # else len(pp.args) == 0 !! do nothing\\n\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1110_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1110, 1113], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1109_C12\", \"vector\": [4, 5, 0.6388, 0.0023, 5, 0.18, 0.0, 0, 0, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(pp.args) > 1:\\n l.extend(tuple(replace_func_names_with_tasks(pp, func_or_name_to_task, True)))\\n elif len(pp.args) == 1:\\n l.append(replace_func_names_with_tasks(pp.args[0], func_or_name_to_task, True))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1111_C20\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [1111, 1111], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1110_C16\", \"vector\": [8, 6, 0.6385, 0.0006, 6, 0.42, 0.0, 660, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" l.extend(tuple(replace_func_names_with_tasks(pp, func_or_name_to_task, True)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1112_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1112, 1113], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1110_C16\", \"vector\": [4, 6, 0.6394, 0.0011, 6, 0.42, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif len(pp.args) == 1:\\n l.append(replace_func_names_with_tasks(pp.args[0], func_or_name_to_task, True))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1113_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1113, 1113], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1112_C16\", \"vector\": [8, 7, 0.6397, 0.0006, 7, 0.2, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" l.append(replace_func_names_with_tasks(pp.args[0], func_or_name_to_task, True))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1117_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1117, 1117], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1109_C12\", \"vector\": [8, 5, 0.642, 0.0006, 5, 0.18, 1.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" l.append(replace_func_names_with_tasks(pp, func_or_name_to_task, treat_strings_as_tasks))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1118_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1118, 1118], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1099_C4\", \"vector\": [13, 3, 0.6425, 0.0006, 3, 0.14, 0.6667, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return type(p)(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1124_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1124, 1124], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1099_C4\", \"vector\": [13, 3, 0.646, 0.0006, 3, 0.14, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1136_C0\", \"label\": \"suffix\", \"type\": \"class\", \"loc\": [1136, 1140], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.654, 0.0029, 0, 0.66, 0.8205, 578, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"suffix\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class suffix(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'suffix%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1137_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1137, 1138], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1136_C0\", \"vector\": [2, 1, 0.6537, 0.0011, 1, 0.56, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1138_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1138, 1138], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1137_C4\", \"vector\": [14, 2, 0.654, 0.0006, 2, 0.93, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1139_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [1139, 1140], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1136_C0\", \"vector\": [2, 1, 0.6549, 0.0011, 1, 0.56, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'suffix%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1140_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1140, 1140], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1139_C4\", \"vector\": [13, 2, 0.6552, 0.0006, 2, 0.72, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'suffix%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1147_C0\", \"label\": \"regex\", \"type\": \"class\", \"loc\": [1147, 1151], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.6603, 0.0029, 0, 0.66, 0.8333, 552, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class regex(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'regex%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1148_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1148, 1149], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1147_C0\", \"vector\": [2, 1, 0.6601, 0.0011, 1, 0.59, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1149_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1149, 1149], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1148_C4\", \"vector\": [14, 2, 0.6603, 0.0006, 2, 0.89, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1150_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [1150, 1151], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1147_C0\", \"vector\": [2, 1, 0.6612, 0.0011, 1, 0.59, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'regex%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1151_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1151, 1151], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1150_C4\", \"vector\": [13, 2, 0.6615, 0.0006, 2, 0.98, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'regex%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1158_C0\", \"label\": \"formatter\", \"type\": \"class\", \"loc\": [1158, 1162], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.6667, 0.0029, 0, 0.66, 0.8462, 791, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"formatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class formatter(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'formatter%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1159_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1159, 1160], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1158_C0\", \"vector\": [2, 1, 0.6664, 0.0011, 1, 0.39, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1160_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1160, 1160], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1159_C4\", \"vector\": [14, 2, 0.6667, 0.0006, 2, 0.11, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1161_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [1161, 1162], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1158_C0\", \"vector\": [2, 1, 0.6675, 0.0011, 1, 0.39, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'formatter%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1162_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1162, 1162], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1161_C4\", \"vector\": [13, 2, 0.6678, 0.0006, 2, 0.34, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'formatter%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"label\": \"wrap_exception_as_string\", \"type\": \"function\", \"loc\": [1169, 1178], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.6744, 0.0057, 0, 0.66, 0.859, 26, 0, 0, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"wrap_exception_as_string\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def wrap_exception_as_string ():\\n \\\"\\\"\\\"\\n return exception as string to be rethrown\\n \\\"\\\"\\\"\\n exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\\n msg = \\\"%s.%s\\\" % (exceptionType.__module__, exceptionType.__name__)\\n exception_value = str(exceptionValue)\\n if len(exception_value):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1170_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1170, 1172], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [8, 1, 0.673, 0.0017, 1, 0.47, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n return exception as string to be rethrown\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1173_C4\", \"label\": \"exceptionType, exceptionValue, exceptionTraceback = exc_info()\", \"type\": \"assigned_variable\", \"loc\": [1173, 1173], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [14, 1, 0.6741, 0.0006, 1, 0.47, 0.2, 167, 3, 0, 0, 0, 289, 10, 1], \"semantic\": {\"name\": \"exceptionType, exceptionValue, exceptionTraceback\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"exc_info\", \"annotation\": \"\"}, \"snippet\": \" exceptionType, exceptionValue, exceptionTraceback = sys.exc_info()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1174_C4\", \"label\": \"msg =\", \"type\": \"assigned_variable\", \"loc\": [1174, 1174], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [14, 1, 0.6747, 0.0006, 1, 0.47, 0.4, 712, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" msg = \\\"%s.%s\\\" % (exceptionType.__module__, exceptionType.__name__)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1175_C4\", \"label\": \"exception_value = str()\", \"type\": \"assigned_variable\", \"loc\": [1175, 1175], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [14, 1, 0.6753, 0.0006, 1, 0.47, 0.6, 198, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"exception_value\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" exception_value = str(exceptionValue)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1176_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1176, 1177], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [4, 1, 0.6761, 0.0011, 1, 0.47, 0.8, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(exception_value):\\n return msg + \\\": (%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1177_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1177, 1177], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1176_C4\", \"vector\": [13, 2, 0.6764, 0.0006, 2, 0.7, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return msg + \\\": (%s)\\\" % exception_value\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1178_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1178, 1178], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1169_C0\", \"vector\": [13, 1, 0.677, 0.0006, 1, 0.47, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return msg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1186_C0\", \"label\": \"compile_formatter\", \"type\": \"function\", \"loc\": [1186, 1223], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.6922, 0.0218, 0, 0.66, 0.8718, 311, 0, 4, 1, 0, 0, 0, 10], \"semantic\": {\"name\": \"compile_formatter\", \"arg_names\": [\"enclosing_task\", \"formatter_obj\", \"error_object\", \"descriptor_string\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def compile_formatter(enclosing_task, formatter_obj, error_object, descriptor_string):\\n \\\"\\\"\\\"\\n Given list of [string|None]\\n Return compiled regular expressions.\\n \\\"\\\"\\\"\\n\\n compiled_regexes = []\\n for ss in formatter_obj.args:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1187_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1187, 1190], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1186_C0\", \"vector\": [8, 1, 0.683, 0.0023, 1, 0.01, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Given list of [string|None]\\n Return compiled regular expressions.\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1192_C4\", \"label\": \"compiled_regexes =\", \"type\": \"assigned_variable\", \"loc\": [1192, 1192], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1186_C0\", \"vector\": [14, 1, 0.6851, 0.0006, 1, 0.01, 0.3333, 911, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"compiled_regexes\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1193_C4\", \"label\": \"for ss\", \"type\": \"for\", \"loc\": [1193, 1222], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1186_C0\", \"vector\": [6, 1, 0.694, 0.0172, 1, 0.01, 0.6667, 582, 7, 0, 0, 0, 0, 0, 10], \"semantic\": {\"name\": \"ss\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for ss in formatter_obj.args:\\n # ignore None\\n if ss is None:\\n compiled_regexes.append(None)\\n continue\\n\\n formatter_args = str(formatter_obj.args)[1:-1]\\n # regular expression should be strings\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1195_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1195, 1197], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1193_C4\", \"vector\": [4, 2, 0.6874, 0.0017, 2, 0.7, 0.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ss is None:\\n compiled_regexes.append(None)\\n continue\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1196_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1196, 1196], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1195_C8\", \"vector\": [8, 3, 0.6874, 0.0006, 3, 0.38, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes.append(None)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1199_C8\", \"label\": \"formatter_args =\", \"type\": \"assigned_variable\", \"loc\": [1199, 1199], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1193_C4\", \"vector\": [14, 2, 0.6891, 0.0006, 2, 0.7, 0.3333, 580, 6, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"formatter_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" formatter_args = str(formatter_obj.args)[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1201_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1201, 1209], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1193_C4\", \"vector\": [4, 2, 0.6925, 0.0052, 2, 0.7, 0.6667, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not isinstance(ss, path_str_type):\\n raise error_object(enclosing_task, (\\\"{descriptor_string}: \\\"\\n \\\"formatter({formatter_args}) is malformed\\\\n\\\"\\n \\\"formatter(...) should only be used to wrap \\\"\\n 'regular expression strings or None (not \\\"{ss}\\\")')\\n .format(descriptor_string = descriptor_string,\\n formatter_args = formatter_args,\\n ss = ss)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1211_C8\", \"label\": \"try\", \"type\": \"try\", \"loc\": [1211, 1222], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1193_C4\", \"vector\": [7, 2, 0.6991, 0.0069, 2, 0.7, 1.0, 0, 0, 1, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n compiled_regexes.append(re.compile(ss))\\n except:\\n raise error_object(enclosing_task, (\\\"{descriptor_string}: \\\"\\n \\\"in formatter({formatter_args}) \\\\n\\\"\\n 'regular expression \\\"{ss}\\\" is malformed\\\\n'\\n \\\"[{except_str}]\\\")\\n .format(descriptor_string = descriptor_string,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1212_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1212, 1212], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1211_C8\", \"vector\": [8, 3, 0.6966, 0.0006, 3, 0.25, 0.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" compiled_regexes.append(re.compile(ss))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1223_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1223, 1223], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1186_C0\", \"vector\": [13, 1, 0.7029, 0.0006, 1, 0.01, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return compiled_regexes\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1232_C0\", \"label\": \"compile_regex\", \"type\": \"function\", \"loc\": [1232, 1262], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7167, 0.0178, 0, 0.66, 0.8846, 116, 0, 5, 1, 0, 0, 0, 12], \"semantic\": {\"name\": \"compile_regex\", \"arg_names\": [\"enclosing_task\", \"regex\", \"error_object\", \"descriptor_string\", \"regex_object_name\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def compile_regex(enclosing_task, regex, error_object, descriptor_string, regex_object_name = \\\"regex\\\"):\\n \\\"\\\"\\\"\\n throw error unless regular expression compiles\\n \\\"\\\"\\\"\\n if not len(regex.args) or len(regex.args) > 1 or not isinstance(regex.args[0], path_str_type):\\n regex_str = str(regex.args)\\n if len(regex.args) > 1:\\n regex_str = regex_str[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1233_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1233, 1235], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1232_C0\", \"vector\": [8, 1, 0.7092, 0.0017, 1, 0.14, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n throw error unless regular expression compiles\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1236_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1236, 1250], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1232_C0\", \"vector\": [4, 1, 0.7144, 0.0086, 1, 0.14, 0.5, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(regex.args) or len(regex.args) > 1 or not isinstance(regex.args[0], path_str_type):\\n regex_str = str(regex.args)\\n if len(regex.args) > 1:\\n regex_str = regex_str[1:-1]\\n elif len(regex.args) == 0:\\n regex_str = ''\\n else:\\n regex_str = regex_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1237_C8\", \"label\": \"regex_str = str()\", \"type\": \"assigned_variable\", \"loc\": [1237, 1237], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1236_C4\", \"vector\": [14, 2, 0.7109, 0.0006, 2, 0.29, 0.0, 234, 3, 1, 0, 0, 52, 10, 1], \"semantic\": {\"name\": \"regex_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"str\", \"annotation\": \"\"}, \"snippet\": \" regex_str = str(regex.args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1238_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1238, 1243], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1236_C4\", \"vector\": [4, 2, 0.7129, 0.0034, 2, 0.29, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(regex.args) > 1:\\n regex_str = regex_str[1:-1]\\n elif len(regex.args) == 0:\\n regex_str = ''\\n else:\\n regex_str = regex_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1239_C12\", \"label\": \"regex_str =\", \"type\": \"assigned_variable\", \"loc\": [1239, 1239], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1238_C8\", \"vector\": [14, 3, 0.7121, 0.0006, 3, 0.44, 0.0, 234, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"regex_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" regex_str = regex_str[1:-1]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1240_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1240, 1243], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1238_C8\", \"vector\": [4, 3, 0.7135, 0.0023, 3, 0.44, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif len(regex.args) == 0:\\n regex_str = ''\\n else:\\n regex_str = regex_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1241_C12\", \"label\": \"regex_str =\", \"type\": \"assigned_variable\", \"loc\": [1241, 1241], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1240_C8\", \"vector\": [14, 4, 0.7132, 0.0006, 4, 0.91, 0.0, 234, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"regex_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" regex_str = ''\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1243_C12\", \"label\": \"regex_str =\", \"type\": \"assigned_variable\", \"loc\": [1243, 1243], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1240_C8\", \"vector\": [14, 4, 0.7144, 0.0006, 4, 0.91, 1.0, 234, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"regex_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" regex_str = regex_str\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1251_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [1251, 1262], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1232_C0\", \"vector\": [7, 1, 0.7221, 0.0069, 1, 0.14, 1.0, 0, 0, 1, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n matching_regex = re.compile(regex.args[0])\\n return matching_regex\\n except:\\n raise error_object(enclosing_task, (\\\"{descriptor_string}: \\\"\\n \\\"regular expression {regex_object_name}('{regex_str}') is malformed\\\\n\\\"\\n \\\"[{except_str}]\\\")\\n .format(descriptor_string = descriptor_string,\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1252_C8\", \"label\": \"matching_regex = compile()\", \"type\": \"assigned_variable\", \"loc\": [1252, 1252], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1251_C4\", \"vector\": [14, 2, 0.7195, 0.0006, 2, 0.98, 0.0, 375, 3, 1, 0, 0, 821, 10, 1], \"semantic\": {\"name\": \"matching_regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"compile\", \"annotation\": \"\"}, \"snippet\": \" matching_regex = re.compile(regex.args[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1253_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1253, 1253], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1251_C4\", \"vector\": [13, 2, 0.7201, 0.0006, 2, 0.98, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return matching_regex\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1269_C0\", \"label\": \"compile_suffix\", \"type\": \"function\", \"loc\": [1269, 1287], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7345, 0.0109, 0, 0.66, 0.8974, 766, 0, 4, 1, 0, 0, 0, 9], \"semantic\": {\"name\": \"compile_suffix\", \"arg_names\": [\"enclosing_task\", \"regex\", \"error_object\", \"descriptor_string\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def compile_suffix(enclosing_task, regex, error_object, descriptor_string):\\n \\\"\\\"\\\"\\n throw error unless regular expression compiles\\n \\\"\\\"\\\"\\n if not len(regex.args):\\n raise error_object(enclosing_task, \\\"%s: \\\" % descriptor_string +\\n \\\"suffix() is malformed.\\\\n\\\" +\\n \\\"suffix(...) should be used to wrap a string matching the suffices of file names\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1270_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1270, 1272], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1269_C0\", \"vector\": [8, 1, 0.7305, 0.0017, 1, 0.71, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n throw error unless regular expression compiles\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1273_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1273, 1276], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1269_C0\", \"vector\": [4, 1, 0.7325, 0.0023, 1, 0.71, 0.3333, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(regex.args):\\n raise error_object(enclosing_task, \\\"%s: \\\" % descriptor_string +\\n \\\"suffix() is malformed.\\\\n\\\" +\\n \\\"suffix(...) should be used to wrap a string matching the suffices of file names\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1277_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1277, 1280], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1269_C0\", \"vector\": [4, 1, 0.7348, 0.0023, 1, 0.71, 0.6667, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(regex.args) > 1 or not isinstance(regex.args[0], path_str_type):\\n raise error_object(enclosing_task, \\\"%s: \\\" % descriptor_string +\\n \\\"suffix('%s') is malformed.\\\\n\\\" % (regex.args,) +\\n \\\"suffix(...) should only be used to wrap a single string matching the suffices of file names\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1281_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [1281, 1287], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1269_C0\", \"vector\": [7, 1, 0.7379, 0.004, 1, 0.71, 1.0, 0, 0, 1, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n matching_regex = re.compile(\\\"(.*)\\\" + re.escape(regex.args[0]) + \\\"$\\\")\\n return matching_regex\\n except:\\n raise error_object(enclosing_task, \\\"%s: \\\" % descriptor_string +\\n \\\"suffix('%s') is somehow malformed\\\\n\\\" % regex.args[0] +\\n \\\"[%s]\\\" % wrap_exception_as_string())\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1282_C8\", \"label\": \"matching_regex = compile()\", \"type\": \"assigned_variable\", \"loc\": [1282, 1282], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1281_C4\", \"vector\": [14, 2, 0.7368, 0.0006, 2, 0.47, 0.0, 375, 3, 1, 0, 0, 821, 10, 2], \"semantic\": {\"name\": \"matching_regex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"compile\", \"annotation\": \"\"}, \"snippet\": \" matching_regex = re.compile(\\\"(.*)\\\" + re.escape(regex.args[0]) + \\\"$\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1283_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1283, 1283], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1281_C4\", \"vector\": [13, 2, 0.7374, 0.0006, 2, 0.47, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return matching_regex\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1294_C0\", \"label\": \"check_parallel_parameters\", \"type\": \"function\", \"loc\": [1294, 1313], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7491, 0.0115, 0, 0.66, 0.9103, 952, 0, 3, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"check_parallel_parameters\", \"arg_names\": [\"enclosing_task\", \"params\", \"error_object\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def check_parallel_parameters (enclosing_task, params, error_object):\\n \\\"\\\"\\\"\\n Helper function for @files\\n Checks format of parameters and\\n whether there are input and output files specified for each job\\n \\\"\\\"\\\"\\n if not len(params):\\n raise Exception(\\\"@parallel parameters is empty.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1295_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1295, 1299], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1294_C0\", \"vector\": [8, 1, 0.7454, 0.0029, 1, 0.38, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Helper function for @files\\n Checks format of parameters and\\n whether there are input and output files specified for each job\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1300_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1300, 1301], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1294_C0\", \"vector\": [4, 1, 0.7474, 0.0011, 1, 0.38, 0.5, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not len(params):\\n raise Exception(\\\"@parallel parameters is empty.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1303_C4\", \"label\": \"for job_param\", \"type\": \"for\", \"loc\": [1303, 1313], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1294_C0\", \"vector\": [6, 1, 0.7517, 0.0063, 1, 0.38, 1.0, 73, 2, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"job_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for job_param in params:\\n if isinstance(job_param, path_str_type):\\n message = (\\\"Wrong syntax for @parallel.\\\\n\\\"\\n \\\"@parallel(%s)\\\\n\\\" % ignore_unknown_encoder(params) +\\n \\\"If you are supplying parameters for a task \\\"\\n \\\"running as a single job, \\\"\\n \\\"either don't put enclosing brackets at all (with each parameter \\\"\\n \\\"separated by commas) or enclose all parameters as a nested list of \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1304_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1304, 1313], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1303_C4\", \"vector\": [4, 2, 0.752, 0.0057, 2, 0.22, 0.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(job_param, path_str_type):\\n message = (\\\"Wrong syntax for @parallel.\\\\n\\\"\\n \\\"@parallel(%s)\\\\n\\\" % ignore_unknown_encoder(params) +\\n \\\"If you are supplying parameters for a task \\\"\\n \\\"running as a single job, \\\"\\n \\\"either don't put enclosing brackets at all (with each parameter \\\"\\n \\\"separated by commas) or enclose all parameters as a nested list of \\\"\\n \\\"lists, e.g. [['input', 'output' ...]]. \\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1305_C12\", \"label\": \"message =\", \"type\": \"assigned_variable\", \"loc\": [1305, 1312], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1304_C8\", \"vector\": [14, 3, 0.752, 0.0046, 3, 0.39, 0.0, 635, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"message\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" message = (\\\"Wrong syntax for @parallel.\\\\n\\\"\\n \\\"@parallel(%s)\\\\n\\\" % ignore_unknown_encoder(params) +\\n \\\"If you are supplying parameters for a task \\\"\\n \\\"running as a single job, \\\"\\n \\\"either don't put enclosing brackets at all (with each parameter \\\"\\n \\\"separated by commas) or enclose all parameters as a nested list of \\\"\\n \\\"lists, e.g. [['input', 'output' ...]]. \\\"\\n )\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1322_C0\", \"label\": \"check_files_io_parameters\", \"type\": \"function\", \"loc\": [1322, 1358], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.7701, 0.0213, 0, 0.66, 0.9231, 667, 0, 3, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"check_files_io_parameters\", \"arg_names\": [\"enclosing_task\", \"params\", \"error_object\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def check_files_io_parameters (enclosing_task, params, error_object):\\n \\\"\\\"\\\"\\n Helper function for @files\\n Checks format of parameters and\\n whether there are input and output files specified for each job\\n \\\"\\\"\\\"\\n #if not len(params):\\n # raise Exception(\\\"@files I/O parameters is empty.\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1323_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1323, 1327], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1322_C0\", \"vector\": [8, 1, 0.7615, 0.0029, 1, 0.31, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Helper function for @files\\n Checks format of parameters and\\n whether there are input and output files specified for each job\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1331_C4\", \"label\": \"try\", \"type\": \"try\", \"loc\": [1331, 1358], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1322_C0\", \"vector\": [7, 1, 0.7727, 0.0161, 1, 0.31, 1.0, 0, 0, 1, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" try:\\n for job_param in params:\\n if isinstance(job_param, path_str_type):\\n raise TypeError\\n\\n if len(job_param) < 1:\\n raise error_object(enclosing_task, \\\"Missing input files for job \\\" +\\n ignore_unknown_encoder(job_param))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1332_C8\", \"label\": \"for job_param\", \"type\": \"for\", \"loc\": [1332, 1341], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1331_C4\", \"vector\": [6, 2, 0.7681, 0.0057, 2, 0.08, 0.0, 73, 2, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"job_param\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for job_param in params:\\n if isinstance(job_param, path_str_type):\\n raise TypeError\\n\\n if len(job_param) < 1:\\n raise error_object(enclosing_task, \\\"Missing input files for job \\\" +\\n ignore_unknown_encoder(job_param))\\n if len(job_param) < 2:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1333_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1333, 1334], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1332_C8\", \"vector\": [4, 3, 0.7664, 0.0011, 3, 0.28, 0.0, 0, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(job_param, path_str_type):\\n raise TypeError\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1336_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1336, 1338], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1332_C8\", \"vector\": [4, 3, 0.7684, 0.0017, 3, 0.28, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_param) < 1:\\n raise error_object(enclosing_task, \\\"Missing input files for job \\\" +\\n ignore_unknown_encoder(job_param))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1339_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1339, 1341], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1332_C8\", \"vector\": [4, 3, 0.7701, 0.0017, 3, 0.28, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(job_param) < 2:\\n raise error_object(enclosing_task, \\\"Missing output files for job \\\" +\\n ignore_unknown_encoder(job_param))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1351_C8\", \"label\": \"message =\", \"type\": \"assigned_variable\", \"loc\": [1351, 1357], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L1331_C4\", \"vector\": [14, 2, 0.7782, 0.004, 2, 0.08, 0.0, 635, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"message\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" message = (\\\"Wrong syntax for @files.\\\\n@files(%s)\\\\n\\\" % ignore_unknown_encoder(params) +\\n \\\"If you are supplying parameters for a task \\\"\\n \\\"running as a single job, \\\"\\n \\\"either don't put enclosing brackets at all (with each parameter \\\"\\n \\\"separated by commas) or enclose all parameters as a nested list of \\\"\\n \\\"lists, e.g. [['input', 'output' ...]]. \\\"\\n )\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1365_C0\", \"label\": \"expand_nested_tasks_or_globs\", \"type\": \"function\", \"loc\": [1365, 1412], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.798, 0.0276, 0, 0.66, 0.9359, 716, 0, 2, 1, 0, 0, 0, 16], \"semantic\": {\"name\": \"expand_nested_tasks_or_globs\", \"arg_names\": [\"p\", \"tasksglobs_to_filenames\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def expand_nested_tasks_or_globs(p, tasksglobs_to_filenames):\\n \\\"\\\"\\\"\\n Expand globs and tasks \\\"in-line\\\", unless they are the top level, in which case turn\\n it into a list\\n\\n N.B. Globs are only expanded if they are in tasksglobs_to_filenames\\n This function is called for @split descriptors which leave output globs untouched\\n for clarity. Thanks to Noah Spies for spotting this!\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1366_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1366, 1373], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1365_C0\", \"vector\": [8, 1, 0.7871, 0.0046, 1, 0.06, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Expand globs and tasks \\\"in-line\\\", unless they are the top level, in which case turn\\n it into a list\\n\\n N.B. Globs are only expanded if they are in tasksglobs_to_filenames\\n This function is called for @split descriptors which leave output globs untouched\\n for clarity. Thanks to Noah Spies for spotting this!\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1378_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1378, 1381], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1365_C0\", \"vector\": [4, 1, 0.7928, 0.0023, 1, 0.06, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if ( (isinstance(p, path_str_type) and is_glob(p) and p in tasksglobs_to_filenames) or\\n p.__class__.__name__ == 'Task' or\\n isinstance(p, runtime_parameter) ):\\n return tasksglobs_to_filenames[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1381_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1381, 1381], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1378_C4\", \"vector\": [13, 2, 0.7937, 0.0006, 2, 0.25, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return tasksglobs_to_filenames[p]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1386_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1386, 1412], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1365_C0\", \"vector\": [4, 1, 0.804, 0.0155, 1, 0.06, 1.0, 0, 3, 0, 0, 0, 0, 0, 13], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(p, (path_str_type, dict)):\\n return p\\n\\n #\\n # Other sequences are recursed down\\n #\\n elif non_str_sequence(p):\\n l = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1387_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1387, 1387], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1386_C4\", \"vector\": [13, 2, 0.7971, 0.0006, 2, 0.06, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1392_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1392, 1412], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1386_C4\", \"vector\": [4, 2, 0.8057, 0.0121, 2, 0.06, 1.0, 0, 3, 0, 0, 0, 0, 0, 12], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif non_str_sequence(p):\\n l = list()\\n for pp in p:\\n if (isinstance(pp, path_str_type) and pp in tasksglobs_to_filenames):\\n l.extend(tasksglobs_to_filenames[pp])\\n elif pp.__class__.__name__ == 'Task' or isinstance(pp, runtime_parameter):\\n files = tasksglobs_to_filenames[pp]\\n # task may have produced a single output: in which case append\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1393_C8\", \"label\": \"l = list()\", \"type\": \"assigned_variable\", \"loc\": [1393, 1393], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1392_C4\", \"vector\": [14, 3, 0.8006, 0.0006, 3, 0.74, 0.0, 810, 3, 0, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"l\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" l = list()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1394_C8\", \"label\": \"for pp\", \"type\": \"for\", \"loc\": [1394, 1405], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1392_C4\", \"vector\": [6, 3, 0.8043, 0.0069, 3, 0.74, 0.3333, 632, 2, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"pp\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for pp in p:\\n if (isinstance(pp, path_str_type) and pp in tasksglobs_to_filenames):\\n l.extend(tasksglobs_to_filenames[pp])\\n elif pp.__class__.__name__ == 'Task' or isinstance(pp, runtime_parameter):\\n files = tasksglobs_to_filenames[pp]\\n # task may have produced a single output: in which case append\\n if non_str_sequence(files):\\n l.extend(files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1395_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1395, 1405], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1394_C8\", \"vector\": [4, 4, 0.8046, 0.0063, 4, 0.08, 0.0, 0, 0, 0, 0, 0, 0, 0, 8], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if (isinstance(pp, path_str_type) and pp in tasksglobs_to_filenames):\\n l.extend(tasksglobs_to_filenames[pp])\\n elif pp.__class__.__name__ == 'Task' or isinstance(pp, runtime_parameter):\\n files = tasksglobs_to_filenames[pp]\\n # task may have produced a single output: in which case append\\n if non_str_sequence(files):\\n l.extend(files)\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1396_C16\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [1396, 1396], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1395_C12\", \"vector\": [8, 5, 0.8023, 0.0006, 5, 0.73, 0.0, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" l.extend(tasksglobs_to_filenames[pp])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1397_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1397, 1405], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1395_C12\", \"vector\": [4, 5, 0.8052, 0.0052, 5, 0.73, 1.0, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif pp.__class__.__name__ == 'Task' or isinstance(pp, runtime_parameter):\\n files = tasksglobs_to_filenames[pp]\\n # task may have produced a single output: in which case append\\n if non_str_sequence(files):\\n l.extend(files)\\n else:\\n l.append(files)\\n else:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1398_C16\", \"label\": \"files =\", \"type\": \"assigned_variable\", \"loc\": [1398, 1398], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1397_C12\", \"vector\": [14, 6, 0.8034, 0.0006, 6, 0.79, 0.0, 598, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"files\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" files = tasksglobs_to_filenames[pp]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1400_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1400, 1403], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1397_C12\", \"vector\": [4, 6, 0.8055, 0.0023, 6, 0.79, 0.5, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if non_str_sequence(files):\\n l.extend(files)\\n else:\\n l.append(files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1401_C20\", \"label\": \"extend()\", \"type\": \"expression\", \"loc\": [1401, 1401], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1400_C16\", \"vector\": [8, 7, 0.8052, 0.0006, 7, 0.53, 0.0, 660, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"extend\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"extend\", \"annotation\": \"\"}, \"snippet\": \" l.extend(files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1403_C20\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1403, 1403], \"level\": 7, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1400_C16\", \"vector\": [8, 7, 0.8063, 0.0006, 7, 0.53, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" l.append(files)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1405_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1405, 1405], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1397_C12\", \"vector\": [8, 6, 0.8075, 0.0006, 6, 0.79, 1.0, 243, 3, 1, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" l.append(expand_nested_tasks_or_globs(pp, tasksglobs_to_filenames))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1406_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1406, 1406], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1392_C4\", \"vector\": [13, 3, 0.808, 0.0006, 3, 0.74, 0.6667, 0, 3, 0, 0, 0, 0, 10, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return type(p)(l)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1412_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1412, 1412], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1392_C4\", \"vector\": [13, 3, 0.8115, 0.0006, 3, 0.74, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return p\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"label\": \"get_parsed_arguments_str_for_errors\", \"type\": \"function\", \"loc\": [1423, 1436], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8216, 0.008, 0, 0.66, 0.9487, 302, 0, 4, 1, 0, 0, 0, 3], \"semantic\": {\"name\": \"get_parsed_arguments_str_for_errors\", \"arg_names\": [\"task_description\", \"bad_arg_str\", \"unnamed_result_strs\", \"named_result_strs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def get_parsed_arguments_str_for_errors (task_description, bad_arg_str, unnamed_result_strs, named_result_strs):\\n \\\"\\\"\\\"\\n Helper function for parse_task_arguments\\n Prints out offending argument (bad_arg_str) in the context of already parsed\\n arguments so that we can quickly figure out where the error is coming from\\n \\\"\\\"\\\"\\n indent = task_description.find(\\\"(\\\") + 1\\n parsed_arg_str = \\\", \\\".join(unnamed_result_strs + named_result_strs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1424_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1424, 1428], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"vector\": [8, 1, 0.8195, 0.0029, 1, 0.71, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Helper function for parse_task_arguments\\n Prints out offending argument (bad_arg_str) in the context of already parsed\\n arguments so that we can quickly figure out where the error is coming from\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1429_C4\", \"label\": \"indent =\", \"type\": \"assigned_variable\", \"loc\": [1429, 1429], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"vector\": [14, 1, 0.8213, 0.0006, 1, 0.71, 0.25, 231, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"indent\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" indent = task_description.find(\\\"(\\\") + 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1430_C4\", \"label\": \"parsed_arg_str = join()\", \"type\": \"assigned_variable\", \"loc\": [1430, 1430], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"vector\": [14, 1, 0.8218, 0.0006, 1, 0.71, 0.5, 359, 3, 1, 0, 0, 933, 10, 1], \"semantic\": {\"name\": \"parsed_arg_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"join\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg_str = \\\", \\\".join(unnamed_result_strs + named_result_strs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1432_C4\", \"label\": \"parsed_arg_str = sub()\", \"type\": \"assigned_variable\", \"loc\": [1432, 1432], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"vector\": [14, 1, 0.823, 0.0006, 1, 0.71, 0.75, 359, 3, 3, 0, 0, 819, 10, 1], \"semantic\": {\"name\": \"parsed_arg_str\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"sub\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg_str = re.sub(r\\\"<function (\\\\w+) at 0x[0-9a-f]+>\\\", r\\\"\\\\1\\\", parsed_arg_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1433_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1433, 1436], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1423_C0\", \"vector\": [13, 1, 0.8244, 0.0023, 1, 0.71, 1.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return task_description % (parsed_arg_str + \\\", ...\\\\n\\\" +\\n # mark out problem\\n (\\\" \\\" * (indent-5 if indent - 5 > 0 else 0)) + \\\"===> \\\" +\\n bad_arg_str)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"label\": \"parse_task_arguments\", \"type\": \"function\", \"loc\": [1445, 1710], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.9066, 0.1529, 0, 0.66, 0.9615, 518, 0, 4, 1, 0, 0, 0, 50], \"semantic\": {\"name\": \"parse_task_arguments\", \"arg_names\": [\"orig_unnamed_arguments\", \"orig_named_arguments\", \"expected_arguments\", \"task_description\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def parse_task_arguments ( orig_unnamed_arguments, orig_named_arguments, expected_arguments, task_description):\\n \\\"\\\"\\\"\\n Parse arguments parsed into decorators or Pipeline.transform etc.\\n Special handling for optional arguments in the middle of argument list\\n 1) @product\\n can have (input, filter, input1, filter1, input2, filter2....)\\n 2) @transform, @subdivide, @collate, @product, @combinatorics which have\\n (..., [add_inputs(...)|inputs(...)],...)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1446_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1446, 1457], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [8, 1, 0.8342, 0.0069, 1, 0.55, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Parse arguments parsed into decorators or Pipeline.transform etc.\\n Special handling for optional arguments in the middle of argument list\\n 1) @product\\n can have (input, filter, input1, filter1, input2, filter2....)\\n 2) @transform, @subdivide, @collate, @product, @combinatorics which have\\n (..., [add_inputs(...)|inputs(...)],...)\\n or ([add_inputs=...|replace_inputs=...])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1458_C4\", \"label\": \"results =\", \"type\": \"assigned_variable\", \"loc\": [1458, 1458], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [14, 1, 0.8379, 0.0006, 1, 0.55, 0.0556, 143, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"results\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1459_C4\", \"label\": \"unnamed_arguments = list()\", \"type\": \"assigned_variable\", \"loc\": [1459, 1459], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [14, 1, 0.8385, 0.0006, 1, 0.55, 0.1111, 319, 3, 1, 0, 0, 430, 10, 1], \"semantic\": {\"name\": \"unnamed_arguments\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"list\", \"annotation\": \"\"}, \"snippet\": \" unnamed_arguments = list(orig_unnamed_arguments)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1460_C4\", \"label\": \"named_arguments = dict()\", \"type\": \"assigned_variable\", \"loc\": [1460, 1460], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [14, 1, 0.8391, 0.0006, 1, 0.55, 0.1667, 624, 3, 1, 0, 0, 827, 10, 1], \"semantic\": {\"name\": \"named_arguments\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"dict\", \"annotation\": \"\"}, \"snippet\": \" named_arguments = dict(orig_named_arguments)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1462_C4\", \"label\": \"unnamed_result_strs =\", \"type\": \"assigned_variable\", \"loc\": [1462, 1462], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [14, 1, 0.8402, 0.0006, 1, 0.55, 0.2222, 488, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"unnamed_result_strs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" unnamed_result_strs = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1463_C4\", \"label\": \"named_result_strs =\", \"type\": \"assigned_variable\", \"loc\": [1463, 1463], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [14, 1, 0.8408, 0.0006, 1, 0.55, 0.2778, 63, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"named_result_strs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" named_result_strs = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1471_C4\", \"label\": \"parse_add_inputs_args\", \"type\": \"function\", \"loc\": [1471, 1494], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [2, 1, 0.852, 0.0138, 1, 0.55, 0.3333, 182, 0, 5, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"parse_add_inputs_args\", \"arg_names\": [\"parsed_arg\", \"input_type\", \"arg_name\", \"modify_inputs_mode\", \"result_strs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, result_strs):\\n \\\"\\\"\\\"\\n Parse arguments for add_inputs and replace_inputs, i.e. 'inputs()' and 'add_inputs()'\\n input_type =inputs|add_inputs\\n arg_name = replace_inputs | add_inputs\\n modify_inputs_mode = t_extra_inputs.REPLACE_INPUTS| t_extra_inputs.ADD_TO_INPUTS\\n \\\"\\\"\\\"\\n results[\\\"modify_inputs_mode\\\"] = modify_inputs_mode\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1472_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1472, 1477], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1471_C4\", \"vector\": [8, 2, 0.8474, 0.0034, 2, 0.3, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Parse arguments for add_inputs and replace_inputs, i.e. 'inputs()' and 'add_inputs()'\\n input_type =inputs|add_inputs\\n arg_name = replace_inputs | add_inputs\\n modify_inputs_mode = t_extra_inputs.REPLACE_INPUTS| t_extra_inputs.ADD_TO_INPUTS\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1478_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1478, 1478], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1471_C4\", \"vector\": [14, 2, 0.8494, 0.0006, 2, 0.3, 0.3333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs_mode\\\"] = modify_inputs_mode\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1479_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1479, 1493], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1471_C4\", \"vector\": [4, 2, 0.854, 0.0086, 2, 0.3, 0.6667, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if input_type == inputs:\\n # inputs() only takes a single argument. Throw error otherwise\\n if len(parsed_arg.args) != 1:\\n err_msg = \\\"inputs() expects a single argument:\\\\n%s\\\" % (\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\"%s%r\\\" % (input_type.__name__, tuple(parsed_arg.args)),\\n unnamed_result_strs,\\n named_result_strs))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1481_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1481, 1488], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1479_C8\", \"vector\": [4, 3, 0.8532, 0.0046, 3, 0.35, 0.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(parsed_arg.args) != 1:\\n err_msg = \\\"inputs() expects a single argument:\\\\n%s\\\" % (\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\"%s%r\\\" % (input_type.__name__, tuple(parsed_arg.args)),\\n unnamed_result_strs,\\n named_result_strs))\\n #print (err_msg, file=sys.stderr)\\n raise error_inputs_multiple_args(err_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1482_C16\", \"label\": \"err_msg =\", \"type\": \"assigned_variable\", \"loc\": [1482, 1486], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1481_C12\", \"vector\": [14, 4, 0.8529, 0.0029, 4, 0.94, 0.0, 236, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"err_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_msg = \\\"inputs() expects a single argument:\\\\n%s\\\" % (\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\"%s%r\\\" % (input_type.__name__, tuple(parsed_arg.args)),\\n unnamed_result_strs,\\n named_result_strs))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1491_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1491, 1491], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1479_C8\", \"vector\": [14, 3, 0.8569, 0.0006, 3, 0.35, 0.5, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs\\\"] = parsed_arg.args[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1493_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1493, 1493], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1479_C8\", \"vector\": [14, 3, 0.858, 0.0006, 3, 0.35, 1.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs\\\"] = parsed_arg.args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1494_C8\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1494, 1494], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1471_C4\", \"vector\": [8, 2, 0.8586, 0.0006, 2, 0.3, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" result_strs.append(\\\"%s=%r\\\" % (arg_name, parsed_arg.args))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1503_C4\", \"label\": \"check_argument_type\", \"type\": \"function\", \"loc\": [1503, 1517], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [2, 1, 0.8678, 0.0086, 1, 0.55, 0.3889, 127, 0, 3, 1, 0, 0, 0, 4], \"semantic\": {\"name\": \"check_argument_type\", \"arg_names\": [\"arg_name\", \"parsed_arg\", \"argument_types\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def check_argument_type (arg_name, parsed_arg, argument_types):\\n \\\"\\\"\\\"\\n check if parsed_arg is right type\\n \\\"\\\"\\\"\\n if argument_types and not isinstance(parsed_arg, argument_types):\\n err_msg = (\\\"The '%s' argument should be %s:\\\\n%s\\\" %\\n (arg_name, # argument name\\n \\\" or \\\".join(\\\"%s\\\" % tt.__name__ for tt in argument_types), # type names\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1504_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1504, 1506], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1503_C4\", \"vector\": [8, 2, 0.8649, 0.0017, 2, 0.32, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n check if parsed_arg is right type\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1507_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1507, 1515], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1503_C4\", \"vector\": [4, 2, 0.8684, 0.0052, 2, 0.32, 0.5, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if argument_types and not isinstance(parsed_arg, argument_types):\\n err_msg = (\\\"The '%s' argument should be %s:\\\\n%s\\\" %\\n (arg_name, # argument name\\n \\\" or \\\".join(\\\"%s\\\" % tt.__name__ for tt in argument_types), # type names\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\"%s = %r\\\" % (arg_name, parsed_arg),\\n unnamed_result_strs, named_result_strs)))\\n #print (err_msg, file=sys.stderr)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1508_C12\", \"label\": \"err_msg =\", \"type\": \"assigned_variable\", \"loc\": [1508, 1513], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1507_C8\", \"vector\": [14, 3, 0.8681, 0.0034, 3, 0.89, 0.0, 236, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"err_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_msg = (\\\"The '%s' argument should be %s:\\\\n%s\\\" %\\n (arg_name, # argument name\\n \\\" or \\\".join(\\\"%s\\\" % tt.__name__ for tt in argument_types), # type names\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\"%s = %r\\\" % (arg_name, parsed_arg),\\n unnamed_result_strs, named_result_strs)))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1517_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1517, 1517], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1503_C4\", \"vector\": [13, 2, 0.8718, 0.0006, 2, 0.32, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1523_C4\", \"label\": \"parse_argument\", \"type\": \"function\", \"loc\": [1523, 1575], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [2, 1, 0.8902, 0.0305, 1, 0.55, 0.4444, 650, 0, 8, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"parse_argument\", \"arg_names\": [\"arg_name\", \"expected_arguments\", \"unnamed_arguments\", \"named_arguments\", \"results\", \"task_description\", \"mandatory\", \"argument_types\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def parse_argument (arg_name, expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory, argument_types = None):\\n \\\"\\\"\\\"\\n All missing, non-mandatory are empty list\\n \\\"\\\"\\\"\\n # ignore if not on list\\n if not arg_name in expected_arguments:\\n return\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1524_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [1524, 1526], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1523_C4\", \"vector\": [8, 2, 0.8764, 0.0017, 2, 0.17, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n All missing, non-mandatory are empty list\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1528_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1528, 1529], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1523_C4\", \"vector\": [4, 2, 0.8784, 0.0011, 2, 0.17, 0.5, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if not arg_name in expected_arguments:\\n return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1529_C12\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1529, 1529], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1528_C8\", \"vector\": [13, 3, 0.8787, 0.0006, 3, 0.23, 0.0, 0, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1534_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1534, 1575], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1523_C4\", \"vector\": [4, 2, 0.8934, 0.0241, 2, 0.17, 1.0, 0, 3, 0, 0, 0, 0, 0, 7], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_arguments):\\n #\\n # check correct type\\n #\\n parsed_arg = check_argument_type (arg_name, unnamed_arguments[0], argument_types)\\n #\\n # Save parsed results\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1538_C12\", \"label\": \"parsed_arg = check_argument_type()\", \"type\": \"assigned_variable\", \"loc\": [1538, 1538], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1534_C8\", \"vector\": [14, 3, 0.8839, 0.0006, 3, 0.29, 0.0, 632, 3, 3, 0, 0, 127, 10, 1], \"semantic\": {\"name\": \"parsed_arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_argument_type\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg = check_argument_type (arg_name, unnamed_arguments[0], argument_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1542_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1542, 1542], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1534_C8\", \"vector\": [14, 3, 0.8862, 0.0006, 3, 0.29, 0.3333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[arg_name] = parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1543_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1543, 1543], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1534_C8\", \"vector\": [8, 3, 0.8868, 0.0006, 3, 0.29, 0.6667, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" unnamed_result_strs.append(\\\"%s=%r\\\" % (arg_name, parsed_arg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1549_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1549, 1575], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1534_C8\", \"vector\": [4, 3, 0.8977, 0.0155, 3, 0.29, 1.0, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif arg_name in named_arguments:\\n #\\n # check correct type\\n #\\n parsed_arg = check_argument_type (arg_name, named_arguments[arg_name], argument_types)\\n #\\n # Save parsed results\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1553_C12\", \"label\": \"parsed_arg = check_argument_type()\", \"type\": \"assigned_variable\", \"loc\": [1553, 1553], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1549_C8\", \"vector\": [14, 4, 0.8925, 0.0006, 4, 0.69, 0.0, 632, 3, 3, 0, 0, 127, 10, 1], \"semantic\": {\"name\": \"parsed_arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"check_argument_type\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg = check_argument_type (arg_name, named_arguments[arg_name], argument_types)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1557_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1557, 1557], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1549_C8\", \"vector\": [14, 4, 0.8948, 0.0006, 4, 0.69, 0.3333, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[arg_name] = parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1558_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1558, 1558], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1549_C8\", \"vector\": [8, 4, 0.8954, 0.0006, 4, 0.69, 0.6667, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" named_result_strs.append(\\\"%s=%r\\\" % (arg_name, parsed_arg))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1565_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1565, 1575], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1549_C8\", \"vector\": [4, 4, 0.9023, 0.0063, 4, 0.69, 1.0, 0, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if mandatory:\\n err_msg = \\\"Missing '%s' argument:\\\\n%s\\\" % (\\n arg_name, # argument name\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in\\n arg_name + \\\" = ???\\\",# context of parsed\\n unnamed_result_strs,\\n named_result_strs))\\n #print (err_msg, file=sys.stderr)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1566_C16\", \"label\": \"err_msg =\", \"type\": \"assigned_variable\", \"loc\": [1566, 1571], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1565_C12\", \"vector\": [14, 5, 0.9014, 0.0034, 5, 0.28, 0.0, 236, 4, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"err_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_msg = \\\"Missing '%s' argument:\\\\n%s\\\" % (\\n arg_name, # argument name\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in\\n arg_name + \\\" = ???\\\",# context of parsed\\n unnamed_result_strs,\\n named_result_strs))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1575_C16\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1575, 1575], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1565_C12\", \"vector\": [14, 5, 0.9052, 0.0006, 5, 0.28, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[arg_name] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1580_C4\", \"label\": \"parse_argument()\", \"type\": \"expression\", \"loc\": [1580, 1580], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [8, 1, 0.908, 0.0006, 1, 0.55, 0.5, 650, 3, 7, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_argument\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_argument\", \"annotation\": \"\"}, \"snippet\": \" parse_argument ('input', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = False)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1585_C4\", \"label\": \"parse_argument()\", \"type\": \"expression\", \"loc\": [1585, 1585], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [8, 1, 0.9109, 0.0006, 1, 0.55, 0.5556, 650, 3, 8, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_argument\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_argument\", \"annotation\": \"\"}, \"snippet\": \" parse_argument ('filter', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True, argument_types = (formatter, regex, suffix))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1590, 1628], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [4, 1, 0.9247, 0.0224, 1, 0.55, 0.6111, 0, 0, 0, 0, 0, 0, 0, 11], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if 'inputN' in expected_arguments:\\n #\\n # put already parsed input and filter into the list\\n #\\n results[\\\"input\\\"] = [results[\\\"input\\\"]]\\n results[\\\"filter\\\"] = [results[\\\"filter\\\"]]\\n cnt_inputN = 1\\n #\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1594_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1594, 1594], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [14, 2, 0.9161, 0.0006, 2, 0.71, 0.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"input\\\"] = [results[\\\"input\\\"]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1595_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1595, 1595], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [14, 2, 0.9167, 0.0006, 2, 0.71, 0.1667, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"filter\\\"] = [results[\\\"filter\\\"]]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1596_C8\", \"label\": \"cnt_inputN =\", \"type\": \"assigned_variable\", \"loc\": [1596, 1596], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [14, 2, 0.9172, 0.0006, 2, 0.71, 0.3333, 603, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"cnt_inputN\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" cnt_inputN = 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [1600, 1608], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [5, 2, 0.9218, 0.0052, 2, 0.71, 0.5, 0, 0, 0, 0, 0, 0, 0, 6], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while len(unnamed_arguments) >= 2 and isinstance(unnamed_arguments[1], formatter):\\n filter_name = \\\"filter%d\\\" % (cnt_inputN + 1)\\n input_name = \\\"input%d\\\" % (cnt_inputN + 1)\\n unnamed_result_strs.append(\\\"%s=%r\\\" % (input_name, unnamed_arguments[0]))\\n unnamed_result_strs.append(\\\"%s=%r\\\" % (filter_name, unnamed_arguments[1]))\\n results[\\\"input\\\"].append(unnamed_arguments[0])\\n results[\\\"filter\\\"].append(unnamed_arguments[1])\\n cnt_inputN += 1\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1601_C12\", \"label\": \"filter_name =\", \"type\": \"assigned_variable\", \"loc\": [1601, 1601], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [14, 3, 0.9201, 0.0006, 3, 0.01, 0.0, 54, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"filter_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" filter_name = \\\"filter%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1602_C12\", \"label\": \"input_name =\", \"type\": \"assigned_variable\", \"loc\": [1602, 1602], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [14, 3, 0.9207, 0.0006, 3, 0.01, 0.2, 503, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"input_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" input_name = \\\"input%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1603_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1603, 1603], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [8, 3, 0.9213, 0.0006, 3, 0.01, 0.4, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" unnamed_result_strs.append(\\\"%s=%r\\\" % (input_name, unnamed_arguments[0]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1604_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1604, 1604], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [8, 3, 0.9218, 0.0006, 3, 0.01, 0.6, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" unnamed_result_strs.append(\\\"%s=%r\\\" % (filter_name, unnamed_arguments[1]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1605_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1605, 1605], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [8, 3, 0.9224, 0.0006, 3, 0.01, 0.8, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"input\\\"].append(unnamed_arguments[0])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1606_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1606, 1606], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1600_C8\", \"vector\": [8, 3, 0.923, 0.0006, 3, 0.01, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"filter\\\"].append(unnamed_arguments[1])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1613_C8\", \"label\": \"filter_name =\", \"type\": \"assigned_variable\", \"loc\": [1613, 1613], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [14, 2, 0.927, 0.0006, 2, 0.71, 0.6667, 54, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"filter_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" filter_name = \\\"filter%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1614_C8\", \"label\": \"input_name =\", \"type\": \"assigned_variable\", \"loc\": [1614, 1614], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [14, 2, 0.9276, 0.0006, 2, 0.71, 0.8333, 503, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"input_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" input_name = \\\"input%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"label\": \"while\", \"type\": \"while\", \"loc\": [1615, 1628], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1590_C4\", \"vector\": [5, 2, 0.9319, 0.008, 2, 0.71, 1.0, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" while filter_name in named_arguments:\\n results[\\\"filter\\\"].append(named_arguments[filter_name])\\n named_result_strs.append(\\\"%s=%r\\\" % (filter_name, named_arguments[filter_name]))\\n del named_arguments[filter_name]\\n # parse input2, input3 or leave blank as empty list\\n if input_name in named_arguments:\\n results[\\\"input\\\"].append(named_arguments[input_name])\\n named_result_strs.append(\\\"%s=%r\\\" % (input_name, named_arguments[input_name]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1616_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1616, 1616], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"vector\": [8, 3, 0.9287, 0.0006, 3, 0.69, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"filter\\\"].append(named_arguments[filter_name])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1617_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1617, 1617], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"vector\": [8, 3, 0.9293, 0.0006, 3, 0.69, 0.25, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" named_result_strs.append(\\\"%s=%r\\\" % (filter_name, named_arguments[filter_name]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1620_C12\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1620, 1625], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"vector\": [4, 3, 0.9325, 0.0034, 3, 0.69, 0.5, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if input_name in named_arguments:\\n results[\\\"input\\\"].append(named_arguments[input_name])\\n named_result_strs.append(\\\"%s=%r\\\" % (input_name, named_arguments[input_name]))\\n del named_arguments[input_name]\\n else:\\n results[\\\"input\\\"].append([])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1621_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1621, 1621], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1620_C12\", \"vector\": [8, 4, 0.9316, 0.0006, 4, 0.13, 0.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"input\\\"].append(named_arguments[input_name])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1622_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1622, 1622], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1620_C12\", \"vector\": [8, 4, 0.9322, 0.0006, 4, 0.13, 0.5, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" named_result_strs.append(\\\"%s=%r\\\" % (input_name, named_arguments[input_name]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1625_C16\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1625, 1625], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1620_C12\", \"vector\": [8, 4, 0.9339, 0.0006, 4, 0.13, 1.0, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"input\\\"].append([])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1627_C12\", \"label\": \"filter_name =\", \"type\": \"assigned_variable\", \"loc\": [1627, 1627], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"vector\": [14, 3, 0.9351, 0.0006, 3, 0.69, 0.75, 54, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"filter_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" filter_name = \\\"filter%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1628_C12\", \"label\": \"input_name =\", \"type\": \"assigned_variable\", \"loc\": [1628, 1628], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:While_L1615_C8\", \"vector\": [14, 3, 0.9356, 0.0006, 3, 0.69, 1.0, 503, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"input_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" input_name = \\\"input%d\\\" % (cnt_inputN + 1)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1634_C4\", \"label\": \"parse_argument()\", \"type\": \"expression\", \"loc\": [1634, 1634], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [8, 1, 0.9391, 0.0006, 1, 0.55, 0.6667, 650, 3, 8, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_argument\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_argument\", \"annotation\": \"\"}, \"snippet\": \" parse_argument ('tuple_size', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True, argument_types = (int,))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1639, 1668], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [4, 1, 0.9503, 0.0172, 1, 0.55, 0.7222, 0, 0, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if 'modify_inputs' in expected_arguments:\\n results[\\\"modify_inputs_mode\\\"] = t_extra_inputs.KEEP_INPUTS\\n results[\\\"modify_inputs\\\"] = None\\n parse_add_inputs = ((inputs, \\\"inputs\\\", \\\"replace_inputs\\\", t_extra_inputs.REPLACE_INPUTS), (add_inputs, \\\"add_inputs\\\", \\\"add_inputs\\\", t_extra_inputs.ADD_TO_INPUTS))\\n if len(unnamed_arguments):\\n #\\n # Is add_inputs or inputs in unnamed arguments?\\n # Parse out contents and save in results[\\\"replace_inputs\\\"] or results[\\\"add_inputs\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1640_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1640, 1640], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"vector\": [14, 2, 0.9425, 0.0006, 2, 0.87, 0.0, 0, 7, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs_mode\\\"] = t_extra_inputs.KEEP_INPUTS\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1641_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1641, 1641], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"vector\": [14, 2, 0.9431, 0.0006, 2, 0.87, 0.25, 0, 1, 0, 0, 0, 0, 9, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs\\\"] = None\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1642_C8\", \"label\": \"parse_add_inputs =\", \"type\": \"assigned_variable\", \"loc\": [1642, 1642], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"vector\": [14, 2, 0.9437, 0.0006, 2, 0.87, 0.5, 792, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"parse_add_inputs\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parse_add_inputs = ((inputs, \\\"inputs\\\", \\\"replace_inputs\\\", t_extra_inputs.REPLACE_INPUTS), (add_inputs, \\\"add_inputs\\\", \\\"add_inputs\\\", t_extra_inputs.ADD_TO_INPUTS))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1643_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1643, 1653], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"vector\": [4, 2, 0.9471, 0.0063, 2, 0.87, 0.75, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_arguments):\\n #\\n # Is add_inputs or inputs in unnamed arguments?\\n # Parse out contents and save in results[\\\"replace_inputs\\\"] or results[\\\"add_inputs\\\"]\\n #\\n for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\\n parsed_arg = unnamed_arguments[0]\\n if isinstance(parsed_arg, input_type):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1648_C12\", \"label\": \"for input_type, input_type_name, arg_name, modify_inputs_mode\", \"type\": \"for\", \"loc\": [1648, 1653], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1643_C8\", \"vector\": [6, 3, 0.9486, 0.0034, 3, 0.97, 0.0, 539, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"input_type, input_type_name, arg_name, modify_inputs_mode\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\\n parsed_arg = unnamed_arguments[0]\\n if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, unnamed_result_strs)\\n del unnamed_arguments[0]\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1649_C16\", \"label\": \"parsed_arg =\", \"type\": \"assigned_variable\", \"loc\": [1649, 1649], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1648_C12\", \"vector\": [14, 4, 0.9477, 0.0006, 4, 0.21, 0.0, 632, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"parsed_arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg = unnamed_arguments[0]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1650_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1650, 1653], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1648_C12\", \"vector\": [4, 4, 0.9491, 0.0023, 4, 0.21, 1.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, unnamed_result_strs)\\n del unnamed_arguments[0]\\n break\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1651_C20\", \"label\": \"parse_add_inputs_args()\", \"type\": \"expression\", \"loc\": [1651, 1651], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1650_C16\", \"vector\": [8, 5, 0.9489, 0.0006, 5, 0.19, 0.0, 182, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_add_inputs_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_add_inputs_args\", \"annotation\": \"\"}, \"snippet\": \" parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, unnamed_result_strs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1658_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1658, 1668], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1639_C4\", \"vector\": [4, 2, 0.9557, 0.0063, 2, 0.87, 1.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if results[\\\"modify_inputs_mode\\\"] == t_extra_inputs.KEEP_INPUTS:\\n for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\\n if arg_name in named_arguments:\\n parsed_arg = named_arguments[arg_name]\\n if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\\n else:\\n results[\\\"modify_inputs\\\"] = parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1659_C12\", \"label\": \"for input_type, input_type_name, arg_name, modify_inputs_mode\", \"type\": \"for\", \"loc\": [1659, 1668], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1658_C8\", \"vector\": [6, 3, 0.956, 0.0057, 3, 0.25, 0.0, 539, 2, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"input_type, input_type_name, arg_name, modify_inputs_mode\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" for input_type, input_type_name, arg_name, modify_inputs_mode in parse_add_inputs:\\n if arg_name in named_arguments:\\n parsed_arg = named_arguments[arg_name]\\n if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\\n else:\\n results[\\\"modify_inputs\\\"] = parsed_arg\\n results[\\\"modify_inputs_mode\\\"] = modify_inputs_mode\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1660_C16\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1660, 1668], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:For_L1659_C12\", \"vector\": [4, 4, 0.9563, 0.0052, 4, 0.73, 0.0, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if arg_name in named_arguments:\\n parsed_arg = named_arguments[arg_name]\\n if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\\n else:\\n results[\\\"modify_inputs\\\"] = parsed_arg\\n results[\\\"modify_inputs_mode\\\"] = modify_inputs_mode\\n del named_arguments[arg_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1661_C20\", \"label\": \"parsed_arg =\", \"type\": \"assigned_variable\", \"loc\": [1661, 1661], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1660_C16\", \"vector\": [14, 5, 0.9546, 0.0006, 5, 0.52, 0.0, 632, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"parsed_arg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" parsed_arg = named_arguments[arg_name]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1662_C20\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1662, 1665], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1660_C16\", \"vector\": [4, 5, 0.956, 0.0023, 5, 0.52, 0.5, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if isinstance(parsed_arg, input_type):\\n parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\\n else:\\n results[\\\"modify_inputs\\\"] = parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1663_C24\", \"label\": \"parse_add_inputs_args()\", \"type\": \"expression\", \"loc\": [1663, 1663], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1662_C20\", \"vector\": [8, 6, 0.9557, 0.0006, 6, 0.21, 0.0, 182, 3, 5, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_add_inputs_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_add_inputs_args\", \"annotation\": \"\"}, \"snippet\": \" parse_add_inputs_args(parsed_arg, input_type, arg_name, modify_inputs_mode, named_result_strs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1665_C24\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1665, 1665], \"level\": 6, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1662_C20\", \"vector\": [14, 6, 0.9569, 0.0006, 6, 0.21, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs\\\"] = parsed_arg\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1666_C20\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1666, 1666], \"level\": 5, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1660_C16\", \"vector\": [14, 5, 0.9575, 0.0006, 5, 0.52, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results[\\\"modify_inputs_mode\\\"] = modify_inputs_mode\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1674_C4\", \"label\": \"parse_argument()\", \"type\": \"expression\", \"loc\": [1674, 1674], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [8, 1, 0.9621, 0.0006, 1, 0.55, 0.7778, 650, 3, 7, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"parse_argument\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"parse_argument\", \"annotation\": \"\"}, \"snippet\": \" parse_argument ('output', expected_arguments, unnamed_arguments, named_arguments, results, task_description, mandatory = True)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1679_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1679, 1691], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [4, 1, 0.9684, 0.0075, 1, 0.55, 0.8333, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if 'extras' in expected_arguments:\\n if len(unnamed_arguments):\\n # move list to results: remember python does shallow copies of lists\\n results['extras'] = unnamed_arguments\\n unnamed_result_strs.append(\\\"%s=%r\\\" % (\\\"extras\\\", unnamed_arguments))\\n unnamed_arguments = []\\n #del unnamed_arguments[:]\\n elif 'extras' in named_arguments:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1680_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1680, 1691], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1679_C4\", \"vector\": [4, 2, 0.9687, 0.0069, 2, 0.44, 0.0, 0, 3, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_arguments):\\n # move list to results: remember python does shallow copies of lists\\n results['extras'] = unnamed_arguments\\n unnamed_result_strs.append(\\\"%s=%r\\\" % (\\\"extras\\\", unnamed_arguments))\\n unnamed_arguments = []\\n #del unnamed_arguments[:]\\n elif 'extras' in named_arguments:\\n results['extras' ] = named_arguments['extras' ]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1682_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1682, 1682], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1680_C8\", \"vector\": [14, 3, 0.9667, 0.0006, 3, 0.74, 0.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results['extras'] = unnamed_arguments\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1683_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1683, 1683], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1680_C8\", \"vector\": [8, 3, 0.9672, 0.0006, 3, 0.74, 0.3333, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" unnamed_result_strs.append(\\\"%s=%r\\\" % (\\\"extras\\\", unnamed_arguments))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1684_C12\", \"label\": \"unnamed_arguments =\", \"type\": \"assigned_variable\", \"loc\": [1684, 1684], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1680_C8\", \"vector\": [14, 3, 0.9678, 0.0006, 3, 0.74, 0.6667, 319, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"unnamed_arguments\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" unnamed_arguments = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1686_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1686, 1691], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1680_C8\", \"vector\": [4, 3, 0.9704, 0.0034, 3, 0.74, 1.0, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" elif 'extras' in named_arguments:\\n results['extras' ] = named_arguments['extras' ]\\n named_result_strs.append(\\\"%s=%r\\\" % (\\\"extras\\\", named_arguments['extras' ]))\\n del named_arguments['extras' ]\\n else:\\n results['extras' ] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1687_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1687, 1687], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1686_C8\", \"vector\": [14, 4, 0.9695, 0.0006, 4, 0.7, 0.0, 0, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results['extras' ] = named_arguments['extras' ]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L1688_C12\", \"label\": \"append()\", \"type\": \"expression\", \"loc\": [1688, 1688], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1686_C8\", \"vector\": [8, 4, 0.9701, 0.0006, 4, 0.7, 0.5, 243, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"append\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"append\", \"annotation\": \"\"}, \"snippet\": \" named_result_strs.append(\\\"%s=%r\\\" % (\\\"extras\\\", named_arguments['extras' ]))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1691_C12\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [1691, 1691], \"level\": 4, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1686_C8\", \"vector\": [14, 4, 0.9718, 0.0006, 4, 0.7, 1.0, 0, 0, 0, 0, 0, 0, 5, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" results['extras' ] = []\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1694_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1694, 1700], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [4, 1, 0.9753, 0.004, 1, 0.55, 0.8889, 0, 3, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(unnamed_arguments):\\n err_msg = (\\\"Too many unnamed arguments leftover:\\\\n%s\\\" %\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n (\\\", \\\".join((\\\"%r\\\" % a) for a in unnamed_arguments)),\\n unnamed_result_strs, named_result_strs))\\n #print (err_msg, file=sys.stderr)\\n raise error_too_many_args(err_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1695_C8\", \"label\": \"err_msg =\", \"type\": \"assigned_variable\", \"loc\": [1695, 1698], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1694_C4\", \"vector\": [14, 2, 0.975, 0.0023, 2, 0.77, 0.0, 236, 4, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"err_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_msg = (\\\"Too many unnamed arguments leftover:\\\\n%s\\\" %\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n (\\\", \\\".join((\\\"%r\\\" % a) for a in unnamed_arguments)),\\n unnamed_result_strs, named_result_strs))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1701_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1701, 1707], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [4, 1, 0.9793, 0.004, 1, 0.55, 0.9444, 0, 3, 0, 0, 0, 0, 0, 5], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(named_arguments):\\n err_msg = (\\\"Duplicate, conflicting or unrecognised arguments:\\\\n%s\\\" %\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\", \\\".join(\\\"%s=%r\\\" %(k, v) for k,v in named_arguments.items()),\\n unnamed_result_strs, named_result_strs))\\n #print (err_msg, file=sys.stderr)\\n raise error_too_many_args(err_msg)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1702_C8\", \"label\": \"err_msg =\", \"type\": \"assigned_variable\", \"loc\": [1702, 1705], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1701_C4\", \"vector\": [14, 2, 0.979, 0.0023, 2, 0.18, 0.0, 236, 4, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"err_msg\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" err_msg = (\\\"Duplicate, conflicting or unrecognised arguments:\\\\n%s\\\" %\\n get_parsed_arguments_str_for_errors(task_description, # bad arg in context of parsed\\n \\\", \\\".join(\\\"%s=%r\\\" %(k, v) for k,v in named_arguments.items()),\\n unnamed_result_strs, named_result_strs))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1710_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1710, 1710], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1445_C0\", \"vector\": [13, 1, 0.9828, 0.0006, 1, 0.55, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return results\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1717_C0\", \"label\": \"combine\", \"type\": \"class\", \"loc\": [1717, 1719], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9874, 0.0017, 0, 0.66, 0.9744, 624, 0, 1, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"combine\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class combine(object):\\n def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1718_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1718, 1719], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1717_C0\", \"vector\": [2, 1, 0.9876, 0.0011, 1, 0.84, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1719_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1719, 1719], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1718_C4\", \"vector\": [14, 2, 0.9879, 0.0006, 2, 0.05, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1721_C0\", \"label\": \"output_from\", \"type\": \"class\", \"loc\": [1721, 1725], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9902, 0.0029, 0, 0.66, 0.9872, 251, 0, 2, 0, 0, 186, 0, 0], \"semantic\": {\"name\": \"output_from\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class output_from(object):\\n def __init__ (self, *args):\\n self.args = args\\n def __repr__ (self, *args):\\n return 'output_from%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1722_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1722, 1723], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1721_C0\", \"vector\": [2, 1, 0.9899, 0.0011, 1, 0.73, 0.0, 555, 0, 2, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1723_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1723, 1723], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1722_C4\", \"vector\": [14, 2, 0.9902, 0.0006, 2, 0.76, 0.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1724_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [1724, 1725], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1721_C0\", \"vector\": [2, 1, 0.9911, 0.0011, 1, 0.73, 1.0, 204, 0, 2, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self, *args):\\n return 'output_from%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Return_L1725_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [1725, 1725], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1724_C4\", \"vector\": [13, 2, 0.9914, 0.0006, 2, 0.51, 0.0, 0, 4, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'output_from%r' % (self.args,)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1727_C0\", \"label\": \"runtime_parameter\", \"type\": \"class\", \"loc\": [1727, 1731], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9937, 0.0029, 0, 0.66, 1.0, 490, 0, 1, 0, 0, 186, 0, 3], \"semantic\": {\"name\": \"runtime_parameter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class runtime_parameter(object):\\n def __init__ (self, *args):\\n if len(args) != 1 or not isinstance(args[0], path_str_type):\\n raise Exception(\\\"runtime_parameter takes the name of the run time parameter as a single string\\\")\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1728_C4\", \"label\": \"__init__\", \"type\": \"function\", \"loc\": [1728, 1731], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ClassDef_L1727_C0\", \"vector\": [2, 1, 0.994, 0.0023, 1, 0.97, 0.0, 555, 0, 2, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"__init__\", \"arg_names\": [\"self\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __init__ (self, *args):\\n if len(args) != 1 or not isinstance(args[0], path_str_type):\\n raise Exception(\\\"runtime_parameter takes the name of the run time parameter as a single string\\\")\\n self.args = args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L1729_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [1729, 1730], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1728_C4\", \"vector\": [4, 2, 0.994, 0.0011, 2, 0.35, 0.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if len(args) != 1 or not isinstance(args[0], path_str_type):\\n raise Exception(\\\"runtime_parameter takes the name of the run time parameter as a single string\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Assign_L1731_C8\", \"label\": \"self.args =\", \"type\": \"assigned_variable\", \"loc\": [1731, 1731], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82406:FunctionDef_L1728_C4\", \"vector\": [14, 2, 0.9948, 0.0006, 2, 0.35, 1.0, 640, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"self.args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" self.args = args\"}]"},"connections":{"kind":"string","value":"[{\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L5_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L6_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L62_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L63_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82406:If_L62_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Expr_L64_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L72_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Import_L73_C4\"}, {\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82406:Try_L72_C0\", \"t\": 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limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\"\"\"\n\n********************************************\n:mod:`ruffus.combinatorics` -- Overview\n********************************************\n\n.. moduleauthor:: Leo Goodstadt <ruffus@llew.org.uk>\n\n\n #\n # @product\n #\n from ruffus import *\n\n @product(\n \"/a_directory/dataset1.*.bam\",\n formatter( \".*/dataset1\\.(?P<ID>\\d+).bam\" ),\n \"/a_different/directory/dataset2.*.bam\",\n formatter(\".species\", \".*/dataset2\\.(?P<ID>\\d+).bam\" ),\n \"{path[0][0]}/{base_name[0][0]}.{base_name[0][0]}.out\",\n \"{path[0][0]}\", # extra: path for 1st input, 1st file\n \"{path[1][0]}\", # extra: path for 2nd input, 1st file\n \"{basename[0][1]}\", # extra: file name for 1st input, 2nd file\n \"{ID[1][1]}\", # extra: regular expression named capture group for 2nd input, 2nd file\n )\n def task1( infiles, outfile,\n input_1__path,\n input_2__path,\n input_1__2nd_file_name,\n input_2__3rd_file_match\n ):\n print infiles\n print outfile\n print input_1__path\n print input_2__path\n print input_1__2nd_file_name\n print input_2__3rd_file_match\n\"\"\"\n\nfrom .task import task_decorator\n\n\n#\n# Combinatoric generators:\n#\nclass product(task_decorator):\n pass\n\nclass permutations(task_decorator):\n pass\n\nclass combinations(task_decorator):\n pass\n\nclass combinations_with_replacement(task_decorator):\n pass\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82407"},"node_count":{"kind":"number","value":6,"string":"6"},"total_lines":{"kind":"number","value":82,"string":"82"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:Expr_L27_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [27, 64], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.5549, 0.4634, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"\\\"\\\"\\\"\\n\\n********************************************\\n:mod:`ruffus.combinatorics` -- Overview\\n********************************************\\n\\n.. moduleauthor:: Leo Goodstadt <ruffus@llew.org.uk>\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:ImportFrom_L66_C0\", \"label\": \"from task import task_decorator\", \"type\": \"import\", \"loc\": [66, 66], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8049, 0.0122, 0, 0.66, 0.2, 305, 0, 1, 0, 0, 305, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [\"task_decorator\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import task_decorator\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:ClassDef_L72_C0\", \"label\": \"product\", \"type\": \"class\", \"loc\": [72, 73], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.8841, 0.0244, 0, 0.66, 0.4, 196, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"product\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class product(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:ClassDef_L75_C0\", \"label\": \"permutations\", \"type\": \"class\", \"loc\": [75, 76], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9207, 0.0244, 0, 0.66, 0.6, 816, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"permutations\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class permutations(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:ClassDef_L78_C0\", \"label\": \"combinations\", \"type\": \"class\", \"loc\": [78, 79], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9573, 0.0244, 0, 0.66, 0.8, 125, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"combinations\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class combinations(task_decorator):\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82407:ClassDef_L81_C0\", \"label\": \"combinations_with_replacement\", \"type\": \"class\", \"loc\": [81, 82], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9939, 0.0244, 0, 0.66, 1.0, 321, 0, 0, 0, 0, 925, 0, 0], \"semantic\": {\"name\": \"combinations_with_replacement\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class combinations_with_replacement(task_decorator):\\n pass\"}]"},"connections":{"kind":"string","value":"[]"}}},{"rowIdx":74698,"cells":{"code":{"kind":"string","value":"#!/usr/bin/env python\n################################################################################\n#\n# proxy_logger.py\n#\n#\n# Copyright (c) 10/9/2009 Leo Goodstadt\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n\"\"\"\n****************************************************************************\nCreate proxy for logging for use with multiprocessing\n****************************************************************************\n\nThese can be safely sent (marshalled) across process boundaries\n\n\n===========\nExample 1\n===========\n\n Set up logger from config file::\n\n from proxy_logger import *\n args={}\n args[\"config_file\"] = \"/my/config/file\"\n\n (logger_proxy,\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\n \"my_logger\", args)\n\n\n===========\nExample 2\n===========\n\n Log to file ``\"/my/lg.log\"`` in the specified format (Time / Log name / Event type / Message).\n\n Delay file creation until first log.\n\n Only log ``Debug`` messages\n\n Other alternatives for the logging threshold (``args[\"level\"]``) include\n\n * ``logging.DEBUG``\n * ``logging.INFO``\n * ``logging.WARNING``\n * ``logging.ERROR``\n * ``logging.CRITICAL``\n\n ::\n\n from proxy_logger import *\n args={}\n args[\"file_name\"] = \"/my/lg.log\"\n args[\"formatter\"] = \"%(asctime)s - %(name)s - %(levelname)6s - %(message)s\"\n args[\"delay\"] = True\n args[\"level\"] = logging.DEBUG\n\n (logger_proxy,\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\n \"my_logger\", args)\n\n===========\nExample 3\n===========\n\n Rotate log files every 20 Kb, with up to 10 backups.\n ::\n\n from proxy_logger import *\n args={}\n args[\"file_name\"] = \"/my/lg.log\"\n args[\"rotating\"] = True\n args[\"maxBytes\"]=20000\n args[\"backupCount\"]=10\n (logger_proxy,\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\n \"my_logger\", args)\n\n\n\n==============\nTo use:\n==============\n\n ::\n\n (logger_proxy,\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\n \"my_logger\", args)\n\n with logging_mutex:\n my_log.debug('This is a debug message')\n my_log.info('This is an info message')\n my_log.warning('This is a warning message')\n my_log.error('This is an error message')\n my_log.critical('This is a critical error message')\n my_log.log(logging.DEBUG, 'This is a debug message')\n\n Note that the logging function ``exception()`` is not included because python\n stack trace information is not well-marshalled\n (`pickle <http://docs.python.org/library/pickle.html>`_\\ d) across processes.\n\n\"\"\"\n\n\n\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# imports\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\nimport sys,os\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\n# Shared logging\n\n\n#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888\n\nimport multiprocessing\nimport multiprocessing.managers\n\n\nimport logging\nimport logging.handlers\n\n\n\n#\n# setup_logger\n#\ndef setup_std_shared_logger(logger_name, args):\n \"\"\"\n This function is a simple around wrapper around the python\n `logging <http://docs.python.org/library/logging.html>`_ module.\n\n This *logger_factory* example creates logging objects which can\n then be managed by proxy via ``ruffus.proxy_logger.make_shared_logger_and_proxy()``\n\n This can be:\n\n * a `disk log file <http://docs.python.org/library/logging.html#filehandler>`_\n * a automatically backed-up `(rotating) log <http://docs.python.org/library/logging.html#rotatingfilehandler>`_.\n * any log specified in a `configuration file <http://docs.python.org/library/logging.html#configuration-file-format>`_\n\n These are specified in the ``args`` dictionary forwarded by ``make_shared_logger_and_proxy()``\n\n :param logger_name: name of log\n :param args: a dictionary of parameters forwarded from ``make_shared_logger_and_proxy()``\n\n Valid entries include:\n\n .. describe:: \"level\"\n\n Sets the `threshold <http://docs.python.org/library/logging.html#logging.Handler.setLevel>`_ for the logger.\n\n .. describe:: \"config_file\"\n\n The logging object is configured from this `configuration file <http://docs.python.org/library/logging.html#configuration-file-format>`_.\n\n .. describe:: \"file_name\"\n\n Sets disk log file name.\n\n .. describe:: \"rotating\"\n\n Chooses a `(rotating) log <http://docs.python.org/library/logging.html#rotatingfilehandler>`_.\n\n .. describe:: \"maxBytes\"\n\n Allows the file to rollover at a predetermined size\n\n .. describe:: \"backupCount\"\n\n If backupCount is non-zero, the system will save old log files by appending the extensions ``.1``, ``.2``, ``.3`` etc., to the filename.\n\n .. describe:: \"delay\"\n\n Defer file creation until the log is written to.\n\n .. describe:: \"formatter\"\n\n `Converts <http://docs.python.org/library/logging.html#formatter-objects>`_ the message to a logged entry string.\n For example,\n ::\n\n \"%(asctime)s - %(name)s - %(levelname)6s - %(message)s\"\n\n\n\n \"\"\"\n\n #\n # Log file name with logger level\n #\n new_logger = logging.getLogger(logger_name)\n if \"level\" in args:\n new_logger.setLevel(args[\"level\"])\n\n if \"config_file\" in args:\n logging.config.fileConfig(args[\"config_file\"])\n\n else:\n if \"file_name\" not in args:\n raise Exception(\"Missing file name for log. Remember to set 'file_name'\")\n log_file_name = args[\"file_name\"]\n\n if \"rotating\" in args:\n rotating_args = {}\n # override default\n rotating_args[\"maxBytes\"]=args.get(\"maxBytes\", 100000)\n rotating_args[\"backupCount\"]=args.get(\"backupCount\", 5)\n handler = logging.handlers.RotatingFileHandler( log_file_name, **rotating_args)\n else:\n defer_loggin = \"delay\" in args\n handler = logging.handlers.RotatingFileHandler( log_file_name, delay=defer_loggin)\n\n # %(name)s\n # %(levelno)s\n # %(levelname)s\n # %(pathname)s\n # %(filename)s\n # %(module)s\n # %(funcName)s\n # %(lineno)d\n # %(created)f\n # %(relativeCreated)d\n # %(asctime)s\n # %(msecs)d\n # %(thread)d\n # %(threadName)s\n # %(process)d\n # %(message)s\n #\n # E.g.: \"%(asctime)s - %(name)s - %(levelname)6s - %(message)s\"\n #\n if \"formatter\" in args:\n my_formatter = logging.Formatter(args[\"formatter\"])\n handler.setFormatter(my_formatter)\n\n new_logger.addHandler(handler)\n\n #\n # This log object will be wrapped in proxy\n #\n return new_logger\n\n\n#\n# Proxy object for logging\n# Logging messages will be marshalled (forwarded) to the process where the\n# shared log lives\n#\nclass LoggerProxy(multiprocessing.managers.BaseProxy):\n def debug(self, *args, **kwargs):\n return self._callmethod('debug', args, kwargs)\n def log(self, *args, **kwargs):\n return self._callmethod('log', args, kwargs)\n def info(self, *args, **kwargs):\n return self._callmethod('info', args, kwargs)\n def warning(self, *args, **kwargs):\n return self._callmethod('warning', args, kwargs)\n def error(self, *args, **kwargs):\n return self._callmethod('error', args, kwargs)\n def critical(self, *args, **kwargs):\n return self._callmethod('critical', args, kwargs)\n def log(self, *args, **kwargs):\n return self._callmethod('log', args, kwargs)\n def __str__ (self):\n return \"<LoggingProxy>\"\n def __repr__ (self):\n return 'LoggerProxy()'\n\n#\n# Register the setup_logger function as a proxy for setup_logger\n#\n# We use SyncManager as a base class so we can get a lock proxy for synchronising\n# logging later on\n#\nclass LoggingManager(multiprocessing.managers.SyncManager):\n \"\"\"\n Logging manager sets up its own process and will create the real Log object there\n We refer to this (real) log via proxies\n \"\"\"\n pass\n\n\n\n\ndef make_shared_logger_and_proxy (logger_factory, logger_name, args):\n \"\"\"\n Make a `logging <http://docs.python.org/library/logging.html>`_ object\n called \"\\ ``logger_name``\\ \" by calling ``logger_factory``\\ (``args``\\ )\n\n This function will return a proxy to the shared logger which can be copied to jobs\n in other processes, as well as a mutex which can be used to prevent simultaneous logging\n from happening.\n\n :param logger_factory: functions which creates and returns an object with the\n `logging <http://docs.python.org/library/logging.html>`_ interface.\n ``setup_std_shared_logger()`` is one example of a logger factory.\n :param logger_name: name of log\n :param args: parameters passed (as a single argument) to ``logger_factory``\n :returns: a proxy to the shared logger which can be copied to jobs in other processes\n :returns: a mutex which can be used to prevent simultaneous logging from happening\n\n \"\"\"\n #\n # make shared log and proxy\n #\n manager = LoggingManager()\n manager.register( 'setup_logger',\n logger_factory,\n proxytype=LoggerProxy,\n exposed = ( 'critical', 'log',\n 'info', 'debug', 'warning', 'error'))\n manager.start()\n logger_proxy = manager.setup_logger(logger_name, args)\n\n #\n # make sure we are not logging at the same time in different processes\n #\n logging_mutex = manager.Lock()\n\n return logger_proxy, logging_mutex\n\n\n\nimport unittest, os,sys\nfrom .proxy_logger import *\nimport traceback\n\n\nclass Test_Logging(unittest.TestCase):\n\n\n\n def test_rotating_log(self):\n \"\"\"\n test rotating via proxy\n \"\"\"\n open(\"/tmp/lg.log\", \"w\").close()\n args={}\n args[\"file_name\"] = \"/tmp/lg.log\"\n args[\"rotating\"] = True\n args[\"maxBytes\"]=20000\n args[\"backupCount\"]=10\n #args[\"level\"]= logging.INFO\n (my_log,\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\n \"my_logger\", args)\n with logging_mutex:\n my_log.debug('This is a debug message')\n my_log.info('This is an info message')\n my_log.warning('This is a warning message')\n my_log.error('This is an error message')\n my_log.critical('This is a critical error message')\n my_log.log(logging.ERROR, 'This is a debug message')\n self.assert_(open(\"/tmp/lg.log\") .read() == \\\n\"\"\"This is a warning message\nThis is an error message\nThis is a critical error message\nThis is a debug message\n\"\"\")\n\n\n#\n# debug code not run if called as a module\n#\nif __name__ == '__main__':\n if sys.argv.count(\"--debug\"):\n sys.argv.remove(\"--debug\")\n unittest.main()\n\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82408"},"node_count":{"kind":"number","value":80,"string":"80"},"total_lines":{"kind":"number","value":399,"string":"399"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L27_C0\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [27, 122], \"level\": 0, \"parent\": null, \"vector\": [8, 0, 0.1867, 0.2406, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"\\\"\\\"\\\"\\n****************************************************************************\\nCreate proxy for logging for use with multiprocessing\\n****************************************************************************\\n\\nThese can be safely sent (marshalled) across process boundaries\\n\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L135_C0\", \"label\": \"sys import sys, os\", \"type\": \"import\", \"loc\": [135, 135], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.3383, 0.0025, 0, 0.66, 0.0714, 509, 0, 2, 0, 0, 509, 0, 0], \"semantic\": {\"name\": \"sys\", \"arg_names\": [], \"import_names\": [\"sys\", \"os\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import sys,os\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L145_C0\", \"label\": \"multiprocessing import multiprocessing\", \"type\": \"import\", \"loc\": [145, 145], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.3634, 0.0025, 0, 0.66, 0.1429, 901, 0, 1, 0, 0, 901, 0, 0], \"semantic\": {\"name\": \"multiprocessing\", \"arg_names\": [], \"import_names\": [\"multiprocessing\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import multiprocessing\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L146_C0\", \"label\": \"multiprocessing.managers import multiprocessing.managers\", \"type\": \"import\", \"loc\": [146, 146], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.3659, 0.0025, 0, 0.66, 0.2143, 70, 0, 1, 0, 0, 70, 0, 0], \"semantic\": {\"name\": \"multiprocessing.managers\", \"arg_names\": [], \"import_names\": [\"multiprocessing.managers\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import multiprocessing.managers\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L149_C0\", \"label\": \"logging import logging\", \"type\": \"import\", \"loc\": [149, 149], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.3734, 0.0025, 0, 0.66, 0.2857, 715, 0, 1, 0, 0, 715, 0, 0], \"semantic\": {\"name\": \"logging\", \"arg_names\": [], \"import_names\": [\"logging\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import logging\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L150_C0\", \"label\": \"logging.handlers import logging.handlers\", \"type\": \"import\", \"loc\": [150, 150], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.3759, 0.0025, 0, 0.66, 0.3571, 365, 0, 1, 0, 0, 365, 0, 0], \"semantic\": {\"name\": \"logging.handlers\", \"arg_names\": [], \"import_names\": [\"logging.handlers\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import logging.handlers\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"label\": \"setup_std_shared_logger\", \"type\": \"function\", \"loc\": [157, 271], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.5363, 0.2882, 0, 0.66, 0.4286, 252, 0, 2, 1, 0, 0, 0, 11], \"semantic\": {\"name\": \"setup_std_shared_logger\", \"arg_names\": [\"logger_name\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def setup_std_shared_logger(logger_name, args):\\n \\\"\\\"\\\"\\n This function is a simple around wrapper around the python\\n `logging <http://docs.python.org/library/logging.html>`_ module.\\n\\n This *logger_factory* example creates logging objects which can\\n then be managed by proxy via ``ruffus.proxy_logger.make_shared_logger_and_proxy()``\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L158_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [158, 216], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"vector\": [8, 1, 0.4687, 0.1479, 1, 0.11, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n This function is a simple around wrapper around the python\\n `logging <http://docs.python.org/library/logging.html>`_ module.\\n\\n This *logger_factory* example creates logging objects which can\\n then be managed by proxy via ``ruffus.proxy_logger.make_shared_logger_and_proxy()``\\n\\n This can be:\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L221_C4\", \"label\": \"new_logger = getLogger()\", \"type\": \"assigned_variable\", \"loc\": [221, 221], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"vector\": [14, 1, 0.5539, 0.0025, 1, 0.11, 0.25, 213, 3, 1, 0, 0, 71, 10, 1], \"semantic\": {\"name\": \"new_logger\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"getLogger\", \"annotation\": \"\"}, \"snippet\": \" new_logger = logging.getLogger(logger_name)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L222_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [222, 223], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"vector\": [4, 1, 0.5576, 0.005, 1, 0.11, 0.5, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"level\\\" in args:\\n new_logger.setLevel(args[\\\"level\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L223_C8\", \"label\": \"setLevel()\", \"type\": \"expression\", \"loc\": [223, 223], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L222_C4\", \"vector\": [8, 2, 0.5589, 0.0025, 2, 0.61, 0.0, 810, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setLevel\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setLevel\", \"annotation\": \"\"}, \"snippet\": \" new_logger.setLevel(args[\\\"level\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [225, 266], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"vector\": [4, 1, 0.6153, 0.1053, 1, 0.11, 0.75, 0, 0, 0, 0, 0, 0, 0, 9], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"config_file\\\" in args:\\n logging.config.fileConfig(args[\\\"config_file\\\"])\\n\\n else:\\n if \\\"file_name\\\" not in args:\\n raise Exception(\\\"Missing file name for log. Remember to set 'file_name'\\\")\\n log_file_name = args[\\\"file_name\\\"]\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L226_C8\", \"label\": \"fileConfig()\", \"type\": \"expression\", \"loc\": [226, 226], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [8, 2, 0.5664, 0.0025, 2, 0.58, 0.0, 66, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"fileConfig\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"fileConfig\", \"annotation\": \"\"}, \"snippet\": \" logging.config.fileConfig(args[\\\"config_file\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L229_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [229, 230], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [4, 2, 0.5752, 0.005, 2, 0.58, 0.2, 0, 0, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"file_name\\\" not in args:\\n raise Exception(\\\"Missing file name for log. Remember to set 'file_name'\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L231_C8\", \"label\": \"log_file_name =\", \"type\": \"assigned_variable\", \"loc\": [231, 231], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [14, 2, 0.5789, 0.0025, 2, 0.58, 0.4, 727, 6, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"log_file_name\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" log_file_name = args[\\\"file_name\\\"]\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [233, 241], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [4, 2, 0.594, 0.0226, 2, 0.58, 0.6, 0, 0, 0, 0, 0, 0, 0, 4], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"rotating\\\" in args:\\n rotating_args = {}\\n # override default\\n rotating_args[\\\"maxBytes\\\"]=args.get(\\\"maxBytes\\\", 100000)\\n rotating_args[\\\"backupCount\\\"]=args.get(\\\"backupCount\\\", 5)\\n handler = logging.handlers.RotatingFileHandler( log_file_name, **rotating_args)\\n else:\\n defer_loggin = \\\"delay\\\" in args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L234_C12\", \"label\": \"rotating_args =\", \"type\": \"assigned_variable\", \"loc\": [234, 234], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.5865, 0.0025, 3, 0.99, 0.0, 872, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"rotating_args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" rotating_args = {}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L236_C12\", \"label\": \" = get()\", \"type\": \"assigned_variable\", \"loc\": [236, 236], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.5915, 0.0025, 3, 0.99, 0.2, 0, 3, 2, 0, 0, 607, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get\", \"annotation\": \"\"}, \"snippet\": \" rotating_args[\\\"maxBytes\\\"]=args.get(\\\"maxBytes\\\", 100000)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L237_C12\", \"label\": \" = get()\", \"type\": \"assigned_variable\", \"loc\": [237, 237], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.594, 0.0025, 3, 0.99, 0.4, 0, 3, 2, 0, 0, 607, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"get\", \"annotation\": \"\"}, \"snippet\": \" rotating_args[\\\"backupCount\\\"]=args.get(\\\"backupCount\\\", 5)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L238_C12\", \"label\": \"handler = RotatingFileHandler()\", \"type\": \"assigned_variable\", \"loc\": [238, 238], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.5965, 0.0025, 3, 0.99, 0.6, 388, 3, 2, 0, 0, 643, 10, 1], \"semantic\": {\"name\": \"handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RotatingFileHandler\", \"annotation\": \"\"}, \"snippet\": \" handler = logging.handlers.RotatingFileHandler( log_file_name, **rotating_args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L240_C12\", \"label\": \"defer_loggin =\", \"type\": \"assigned_variable\", \"loc\": [240, 240], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.6015, 0.0025, 3, 0.99, 0.8, 180, 0, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"defer_loggin\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" defer_loggin = \\\"delay\\\" in args\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L241_C12\", \"label\": \"handler = RotatingFileHandler()\", \"type\": \"assigned_variable\", \"loc\": [241, 241], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L233_C8\", \"vector\": [14, 3, 0.604, 0.0025, 3, 0.99, 1.0, 388, 3, 2, 0, 0, 643, 10, 1], \"semantic\": {\"name\": \"handler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"RotatingFileHandler\", \"annotation\": \"\"}, \"snippet\": \" handler = logging.handlers.RotatingFileHandler( log_file_name, delay=defer_loggin)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L262_C8\", \"label\": \"if\", \"type\": \"if\", \"loc\": [262, 264], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [4, 2, 0.6591, 0.0075, 2, 0.58, 0.8, 0, 0, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if \\\"formatter\\\" in args:\\n my_formatter = logging.Formatter(args[\\\"formatter\\\"])\\n handler.setFormatter(my_formatter)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L263_C12\", \"label\": \"my_formatter = Formatter()\", \"type\": \"assigned_variable\", \"loc\": [263, 263], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L262_C8\", \"vector\": [14, 3, 0.6591, 0.0025, 3, 0.13, 0.0, 308, 3, 1, 0, 0, 766, 10, 1], \"semantic\": {\"name\": \"my_formatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Formatter\", \"annotation\": \"\"}, \"snippet\": \" my_formatter = logging.Formatter(args[\\\"formatter\\\"])\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L264_C12\", \"label\": \"setFormatter()\", \"type\": \"expression\", \"loc\": [264, 264], \"level\": 3, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L262_C8\", \"vector\": [8, 3, 0.6617, 0.0025, 3, 0.13, 1.0, 948, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"setFormatter\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setFormatter\", \"annotation\": \"\"}, \"snippet\": \" handler.setFormatter(my_formatter)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L266_C8\", \"label\": \"addHandler()\", \"type\": \"expression\", \"loc\": [266, 266], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L225_C4\", \"vector\": [8, 2, 0.6667, 0.0025, 2, 0.58, 1.0, 255, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"addHandler\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"addHandler\", \"annotation\": \"\"}, \"snippet\": \" new_logger.addHandler(handler)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L271_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [271, 271], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"vector\": [13, 1, 0.6792, 0.0025, 1, 0.11, 1.0, 0, 2, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return new_logger\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"label\": \"LoggerProxy\", \"type\": \"class\", \"loc\": [279, 297], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.7218, 0.0476, 0, 0.66, 0.5, 760, 0, 9, 0, 0, 174, 0, 7], \"semantic\": {\"name\": \"LoggerProxy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class LoggerProxy(multiprocessing.managers.BaseProxy):\\n def debug(self, *args, **kwargs):\\n return self._callmethod('debug', args, kwargs)\\n def log(self, *args, **kwargs):\\n return self._callmethod('log', args, kwargs)\\n def info(self, *args, **kwargs):\\n return self._callmethod('info', args, kwargs)\\n def warning(self, *args, **kwargs):\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L280_C4\", \"label\": \"debug\", \"type\": \"function\", \"loc\": [280, 281], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.703, 0.005, 1, 0.04, 0.0, 924, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"debug\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def debug(self, *args, **kwargs):\\n return self._callmethod('debug', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L281_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [281, 281], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L280_C4\", \"vector\": [13, 2, 0.7043, 0.0025, 2, 0.27, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('debug', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L282_C4\", \"label\": \"log\", \"type\": \"function\", \"loc\": [282, 283], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.708, 0.005, 1, 0.04, 0.125, 432, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"log\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def log(self, *args, **kwargs):\\n return self._callmethod('log', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L283_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [283, 283], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L282_C4\", \"vector\": [13, 2, 0.7093, 0.0025, 2, 0.5, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('log', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L284_C4\", \"label\": \"info\", \"type\": \"function\", \"loc\": [284, 285], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.713, 0.005, 1, 0.04, 0.25, 730, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def info(self, *args, **kwargs):\\n return self._callmethod('info', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L285_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [285, 285], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L284_C4\", \"vector\": [13, 2, 0.7143, 0.0025, 2, 0.36, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('info', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L286_C4\", \"label\": \"warning\", \"type\": \"function\", \"loc\": [286, 287], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.718, 0.005, 1, 0.04, 0.375, 320, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"warning\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def warning(self, *args, **kwargs):\\n return self._callmethod('warning', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L287_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [287, 287], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L286_C4\", \"vector\": [13, 2, 0.7193, 0.0025, 2, 0.56, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('warning', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L288_C4\", \"label\": \"error\", \"type\": \"function\", \"loc\": [288, 289], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.7231, 0.005, 1, 0.04, 0.5, 771, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"error\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def error(self, *args, **kwargs):\\n return self._callmethod('error', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L289_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [289, 289], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L288_C4\", \"vector\": [13, 2, 0.7243, 0.0025, 2, 0.75, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('error', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L290_C4\", \"label\": \"critical\", \"type\": \"function\", \"loc\": [290, 291], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.7281, 0.005, 1, 0.04, 0.625, 432, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"critical\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def critical(self, *args, **kwargs):\\n return self._callmethod('critical', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L291_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [291, 291], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L290_C4\", \"vector\": [13, 2, 0.7293, 0.0025, 2, 0.68, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('critical', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L292_C4\", \"label\": \"log\", \"type\": \"function\", \"loc\": [292, 293], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.7331, 0.005, 1, 0.04, 0.75, 432, 0, 3, 1, 0, 0, 0, 1], \"semantic\": {\"name\": \"log\", \"arg_names\": [\"self\", \"args\", \"kwargs\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def log(self, *args, **kwargs):\\n return self._callmethod('log', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L293_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [293, 293], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L292_C4\", \"vector\": [13, 2, 0.7343, 0.0025, 2, 0.96, 0.0, 0, 3, 0, 0, 0, 0, 10, 1], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return self._callmethod('log', args, kwargs)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L294_C4\", \"label\": \"__str__\", \"type\": \"function\", \"loc\": [294, 295], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.7381, 0.005, 1, 0.04, 0.875, 527, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__str__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __str__ (self):\\n return \\\"<LoggingProxy>\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L295_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [295, 295], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L294_C4\", \"vector\": [13, 2, 0.7393, 0.0025, 2, 0.09, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return \\\"<LoggingProxy>\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L296_C4\", \"label\": \"__repr__\", \"type\": \"function\", \"loc\": [296, 297], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L279_C0\", \"vector\": [2, 1, 0.7431, 0.005, 1, 0.04, 1.0, 204, 0, 1, 1, 0, 0, 0, 0], \"semantic\": {\"name\": \"__repr__\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def __repr__ (self):\\n return 'LoggerProxy()'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L297_C8\", \"label\": \"return\", \"type\": \"return\", \"loc\": [297, 297], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L296_C4\", \"vector\": [13, 2, 0.7444, 0.0025, 2, 0.05, 0.0, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return 'LoggerProxy()'\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L305_C0\", \"label\": \"LoggingManager\", \"type\": \"class\", \"loc\": [305, 310], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.7707, 0.015, 0, 0.66, 0.5714, 208, 0, 0, 0, 0, 105, 0, 0], \"semantic\": {\"name\": \"LoggingManager\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class LoggingManager(multiprocessing.managers.SyncManager):\\n \\\"\\\"\\\"\\n Logging manager sets up its own process and will create the real Log object there\\n We refer to this (real) log via proxies\\n \\\"\\\"\\\"\\n pass\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L306_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [306, 309], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L305_C0\", \"vector\": [8, 1, 0.7707, 0.01, 1, 0.06, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Logging manager sets up its own process and will create the real Log object there\\n We refer to this (real) log via proxies\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"label\": \"make_shared_logger_and_proxy\", \"type\": \"function\", \"loc\": [315, 350], \"level\": 0, \"parent\": null, \"vector\": [2, 0, 0.8333, 0.0902, 0, 0.66, 0.6429, 137, 0, 3, 1, 0, 0, 0, 5], \"semantic\": {\"name\": \"make_shared_logger_and_proxy\", \"arg_names\": [\"logger_factory\", \"logger_name\", \"args\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"def make_shared_logger_and_proxy (logger_factory, logger_name, args):\\n \\\"\\\"\\\"\\n Make a `logging <http://docs.python.org/library/logging.html>`_ object\\n called \\\"\\\\ ``logger_name``\\\\ \\\" by calling ``logger_factory``\\\\ (``args``\\\\ )\\n\\n This function will return a proxy to the shared logger which can be copied to jobs\\n in other processes, as well as a mutex which can be used to prevent simultaneous logging\\n from happening.\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L316_C4\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [316, 332], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [8, 1, 0.812, 0.0426, 1, 0.87, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n Make a `logging <http://docs.python.org/library/logging.html>`_ object\\n called \\\"\\\\ ``logger_name``\\\\ \\\" by calling ``logger_factory``\\\\ (``args``\\\\ )\\n\\n This function will return a proxy to the shared logger which can be copied to jobs\\n in other processes, as well as a mutex which can be used to prevent simultaneous logging\\n from happening.\\n\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L336_C4\", \"label\": \"manager = LoggingManager()\", \"type\": \"assigned_variable\", \"loc\": [336, 336], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [14, 1, 0.8421, 0.0025, 1, 0.87, 0.1667, 748, 3, 0, 0, 0, 208, 10, 1], \"semantic\": {\"name\": \"manager\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"LoggingManager\", \"annotation\": \"\"}, \"snippet\": \" manager = LoggingManager()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L337_C4\", \"label\": \"register()\", \"type\": \"expression\", \"loc\": [337, 341], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [8, 1, 0.8496, 0.0125, 1, 0.87, 0.3333, 276, 3, 4, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"register\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"register\", \"annotation\": \"\"}, \"snippet\": \" manager.register( 'setup_logger',\\n logger_factory,\\n proxytype=LoggerProxy,\\n exposed = ( 'critical', 'log',\\n 'info', 'debug', 'warning', 'error'))\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L342_C4\", \"label\": \"start()\", \"type\": \"expression\", \"loc\": [342, 342], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [8, 1, 0.8571, 0.0025, 1, 0.87, 0.5, 511, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"start\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"start\", \"annotation\": \"\"}, \"snippet\": \" manager.start()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L343_C4\", \"label\": \"logger_proxy = setup_logger()\", \"type\": \"assigned_variable\", \"loc\": [343, 343], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [14, 1, 0.8596, 0.0025, 1, 0.87, 0.6667, 506, 3, 2, 0, 0, 789, 10, 1], \"semantic\": {\"name\": \"logger_proxy\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"setup_logger\", \"annotation\": \"\"}, \"snippet\": \" logger_proxy = manager.setup_logger(logger_name, args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L348_C4\", \"label\": \"logging_mutex = Lock()\", \"type\": \"assigned_variable\", \"loc\": [348, 348], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [14, 1, 0.8722, 0.0025, 1, 0.87, 0.8333, 214, 3, 0, 0, 0, 843, 10, 1], \"semantic\": {\"name\": \"logging_mutex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"Lock\", \"annotation\": \"\"}, \"snippet\": \" logging_mutex = manager.Lock()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Return_L350_C4\", \"label\": \"return\", \"type\": \"return\", \"loc\": [350, 350], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L315_C0\", \"vector\": [13, 1, 0.8772, 0.0025, 1, 0.87, 1.0, 0, 0, 0, 0, 0, 0, 8, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" return logger_proxy, logging_mutex\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L354_C0\", \"label\": \"unittest import unittest, os, sys\", \"type\": \"import\", \"loc\": [354, 354], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8872, 0.0025, 0, 0.66, 0.7143, 88, 0, 3, 0, 0, 88, 0, 0], \"semantic\": {\"name\": \"unittest\", \"arg_names\": [], \"import_names\": [\"unittest\", \"os\", \"sys\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import unittest, os,sys\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ImportFrom_L355_C0\", \"label\": \"from proxy_logger import *\", \"type\": \"import\", \"loc\": [355, 355], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8897, 0.0025, 0, 0.66, 0.7857, 331, 0, 1, 0, 0, 331, 0, 0], \"semantic\": {\"name\": \"proxy_logger\", \"arg_names\": [], \"import_names\": [\"*\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .proxy_logger import *\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Import_L356_C0\", \"label\": \"traceback import traceback\", \"type\": \"import\", \"loc\": [356, 356], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8922, 0.0025, 0, 0.66, 0.8571, 423, 0, 1, 0, 0, 423, 0, 0], \"semantic\": {\"name\": \"traceback\", \"arg_names\": [], \"import_names\": [\"traceback\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"import traceback\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L359_C0\", \"label\": \"Test_Logging\", \"type\": \"class\", \"loc\": [359, 389], \"level\": 0, \"parent\": null, \"vector\": [3, 0, 0.9373, 0.0777, 0, 0.66, 0.9286, 644, 0, 1, 0, 0, 878, 0, 12], \"semantic\": {\"name\": \"Test_Logging\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"class Test_Logging(unittest.TestCase):\\n\\n\\n\\n def test_rotating_log(self):\\n \\\"\\\"\\\"\\n test rotating via proxy\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"label\": \"test_rotating_log\", \"type\": \"function\", \"loc\": [363, 389], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:ClassDef_L359_C0\", \"vector\": [2, 1, 0.9424, 0.0677, 1, 0.65, 0.0, 139, 0, 1, 0, 0, 0, 0, 12], \"semantic\": {\"name\": \"test_rotating_log\", \"arg_names\": [\"self\"], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" def test_rotating_log(self):\\n \\\"\\\"\\\"\\n test rotating via proxy\\n \\\"\\\"\\\"\\n open(\\\"/tmp/lg.log\\\", \\\"w\\\").close()\\n args={}\\n args[\\\"file_name\\\"] = \\\"/tmp/lg.log\\\"\\n args[\\\"rotating\\\"] = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L364_C8\", \"label\": \"expression\", \"type\": \"expression\", \"loc\": [364, 366], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9148, 0.0075, 2, 0.12, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" \\\"\\\"\\\"\\n test rotating via proxy\\n \\\"\\\"\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L367_C8\", \"label\": \"close()\", \"type\": \"expression\", \"loc\": [367, 367], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9198, 0.0025, 2, 0.12, 0.125, 77, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"close\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"close\", \"annotation\": \"\"}, \"snippet\": \" open(\\\"/tmp/lg.log\\\", \\\"w\\\").close()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L368_C8\", \"label\": \"args =\", \"type\": \"assigned_variable\", \"loc\": [368, 368], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9223, 0.0025, 2, 0.12, 0.25, 805, 0, 0, 0, 0, 0, 6, 0], \"semantic\": {\"name\": \"args\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" args={}\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L369_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [369, 369], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9248, 0.0025, 2, 0.12, 0.375, 0, 1, 0, 0, 0, 0, 3, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" args[\\\"file_name\\\"] = \\\"/tmp/lg.log\\\"\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L370_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [370, 370], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9273, 0.0025, 2, 0.12, 0.5, 0, 1, 0, 0, 0, 0, 4, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" args[\\\"rotating\\\"] = True\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L371_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [371, 371], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9298, 0.0025, 2, 0.12, 0.625, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" args[\\\"maxBytes\\\"]=20000\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L372_C8\", \"label\": \"assign\", \"type\": \"assigned_variable\", \"loc\": [372, 372], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9323, 0.0025, 2, 0.12, 0.75, 0, 1, 0, 0, 0, 0, 1, 0], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" args[\\\"backupCount\\\"]=10\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L374_C8\", \"label\": \"my_log, logging_mutex = make_shared_logger_and_proxy()\", \"type\": \"assigned_variable\", \"loc\": [374, 376], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [14, 2, 0.9398, 0.0075, 2, 0.12, 0.875, 215, 3, 3, 0, 0, 137, 10, 1], \"semantic\": {\"name\": \"my_log, logging_mutex\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"make_shared_logger_and_proxy\", \"annotation\": \"\"}, \"snippet\": \" (my_log,\\n logging_mutex) = make_shared_logger_and_proxy (setup_std_shared_logger,\\n \\\"my_logger\\\", args)\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L378_C12\", \"label\": \"debug()\", \"type\": \"expression\", \"loc\": [378, 378], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9474, 0.0025, 2, 0.12, 0.0, 924, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"debug\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"debug\", \"annotation\": \"\"}, \"snippet\": \" my_log.debug('This is a debug message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L379_C12\", \"label\": \"info()\", \"type\": \"expression\", \"loc\": [379, 379], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9499, 0.0025, 2, 0.12, 0.2, 730, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"info\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"info\", \"annotation\": \"\"}, \"snippet\": \" my_log.info('This is an info message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L380_C12\", \"label\": \"warning()\", \"type\": \"expression\", \"loc\": [380, 380], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9524, 0.0025, 2, 0.12, 0.4, 320, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"warning\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"warning\", \"annotation\": \"\"}, \"snippet\": \" my_log.warning('This is a warning message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L381_C12\", \"label\": \"error()\", \"type\": \"expression\", \"loc\": [381, 381], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9549, 0.0025, 2, 0.12, 0.6, 771, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"error\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"error\", \"annotation\": \"\"}, \"snippet\": \" my_log.error('This is an error message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L382_C12\", \"label\": \"critical()\", \"type\": \"expression\", \"loc\": [382, 382], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9574, 0.0025, 2, 0.12, 0.8, 432, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"critical\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"critical\", \"annotation\": \"\"}, \"snippet\": \" my_log.critical('This is a critical error message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L383_C12\", \"label\": \"log()\", \"type\": \"expression\", \"loc\": [383, 383], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9599, 0.0025, 2, 0.12, 1.0, 432, 3, 2, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"log\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"log\", \"annotation\": \"\"}, \"snippet\": \" my_log.log(logging.ERROR, 'This is a debug message')\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L384_C8\", \"label\": \"assert_()\", \"type\": \"expression\", \"loc\": [384, 389], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L363_C4\", \"vector\": [8, 2, 0.9687, 0.015, 2, 0.12, 1.0, 17, 3, 1, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"assert_\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"assert_\", \"annotation\": \"\"}, \"snippet\": \" self.assert_(open(\\\"/tmp/lg.log\\\") .read() == \\\\\\n\\\"\\\"\\\"This is a warning message\\nThis is an error message\\nThis is a critical error message\\nThis is a debug message\\n\\\"\\\"\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L395_C0\", \"label\": \"if\", \"type\": \"if\", \"loc\": [395, 398], \"level\": 0, \"parent\": null, \"vector\": [4, 0, 0.9937, 0.01, 0, 0.66, 1.0, 0, 0, 0, 0, 0, 0, 0, 3], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"if __name__ == '__main__':\\n if sys.argv.count(\\\"--debug\\\"):\\n sys.argv.remove(\\\"--debug\\\")\\n unittest.main()\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L396_C4\", \"label\": \"if\", \"type\": \"if\", \"loc\": [396, 397], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L395_C0\", \"vector\": [4, 1, 0.9937, 0.005, 1, 0.27, 0.0, 0, 3, 0, 0, 0, 0, 0, 2], \"semantic\": {\"name\": \"\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \" if sys.argv.count(\\\"--debug\\\"):\\n sys.argv.remove(\\\"--debug\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L397_C8\", \"label\": \"remove()\", \"type\": \"expression\", \"loc\": [397, 397], \"level\": 2, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L396_C4\", \"vector\": [8, 2, 0.995, 0.0025, 2, 0.47, 0.0, 185, 3, 1, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"remove\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"remove\", \"annotation\": \"\"}, \"snippet\": \" sys.argv.remove(\\\"--debug\\\")\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L398_C4\", \"label\": \"main()\", \"type\": \"expression\", \"loc\": [398, 398], \"level\": 1, \"parent\": \"ajibawa-2023/Python-Code-Large/train/row_82408:If_L395_C0\", \"vector\": [8, 1, 0.9975, 0.0025, 1, 0.27, 1.0, 624, 3, 0, 0, 0, 0, 0, 1], \"semantic\": {\"name\": \"main\", \"arg_names\": [], \"import_names\": [], \"rhs_call_name\": \"main\", \"annotation\": \"\"}, \"snippet\": \" unittest.main()\"}]"},"connections":{"kind":"string","value":"[{\"f\": \"ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0\", \"t\": \"ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L158_C4\"}, {\"f\": 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WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#################################################################################\n# pipeline functions\nfrom .task import Pipeline, Task\n\n# pipeline functions\nfrom .task import pipeline_printout, pipeline_printout_graph, pipeline_run, pipeline_get_task_names, register_cleanup\n\n# decorators\nfrom .task import originate, split, subdivide, transform, merge, collate, follows\n\n# esoteric decorators\nfrom .task import files, parallel\n\n# filter / indicators\nfrom .task import suffix, regex, formatter, inputs, add_inputs, touch_file\n\n# deprecated\nfrom .task import files_re, combine\n\nfrom .task import check_if_uptodate, active_if, jobs_limit, graphviz, mkdir, output_from, posttask\nfrom .task import stderr_logger, black_hole_logger, JobSignalledBreak, runtime_parameter\nfrom .graph import graph_colour_demo_printout\nfrom .file_name_parameters import needs_update_check_modify_time\nfrom . import cmdline\nfrom . import combinatorics\n#output_dependency_tree_in_dot_format, output_dependency_tree_key_in_dot_format\nfrom . import ruffus_version\n__version__=ruffus_version.__version\n\n\n"},"file_id":{"kind":"string","value":"ajibawa-2023/Python-Code-Large/train/row_82409"},"node_count":{"kind":"number","value":14,"string":"14"},"total_lines":{"kind":"number","value":55,"string":"55"},"vector_dim":{"kind":"number","value":15,"string":"15"},"vector_labels":{"kind":"string","value":"[\"cat_id\", \"level\", \"center\", \"span\", \"parent_depth\", \"parent_weight\", \"sibling_index\", \"name_hash\", \"rhs_type\", \"arg_count\", \"return_type\", \"is_async\", \"module_hash\", \"value_type\", \"calls_count\"]"},"nodes":{"kind":"string","value":"[{\"id\": 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\"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import pipeline_printout, pipeline_printout_graph, pipeline_run, pipeline_get_task_names, register_cleanup\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L34_C0\", \"label\": \"from task import originate, split, subdivide\\u2026\", \"type\": \"import\", \"loc\": [34, 34], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.6182, 0.0182, 0, 0.66, 0.1538, 305, 0, 7, 0, 0, 305, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [\"originate\", \"split\", \"subdivide\", \"transform\", \"merge\", \"collate\", \"follows\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import originate, split, subdivide, transform, merge, collate, follows\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L37_C0\", \"label\": \"from task import files, parallel\", \"type\": \"import\", \"loc\": [37, 37], \"level\": 0, \"parent\": 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files_re, combine\", \"type\": \"import\", \"loc\": [43, 43], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.7818, 0.0182, 0, 0.66, 0.3846, 305, 0, 2, 0, 0, 305, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [\"files_re\", \"combine\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import files_re, combine\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L45_C0\", \"label\": \"from task import check_if_uptodate, active_if, jobs_limit\\u2026\", \"type\": \"import\", \"loc\": [45, 45], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8182, 0.0182, 0, 0.66, 0.4615, 305, 0, 7, 0, 0, 305, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [\"check_if_uptodate\", \"active_if\", \"jobs_limit\", \"graphviz\", \"mkdir\", \"output_from\", \"posttask\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import check_if_uptodate, active_if, jobs_limit, graphviz, mkdir, output_from, posttask\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L46_C0\", \"label\": \"from task import stderr_logger, black_hole_logger, JobSignalledBreak\\u2026\", \"type\": \"import\", \"loc\": [46, 46], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8364, 0.0182, 0, 0.66, 0.5385, 305, 0, 4, 0, 0, 305, 0, 0], \"semantic\": {\"name\": \"task\", \"arg_names\": [], \"import_names\": [\"stderr_logger\", \"black_hole_logger\", \"JobSignalledBreak\", \"runtime_parameter\"], \"rhs_call_name\": \"\", \"annotation\": \"\"}, \"snippet\": \"from .task import stderr_logger, black_hole_logger, JobSignalledBreak, runtime_parameter\"}, {\"id\": \"ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L47_C0\", \"label\": \"from graph import graph_colour_demo_printout\", \"type\": \"import\", \"loc\": [47, 47], \"level\": 0, \"parent\": null, \"vector\": [1, 0, 0.8545, 0.0182, 0, 0.66, 0.6154, 170, 0, 1, 0, 0, 170, 0, 0], \"semantic\": 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# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82297 | 61 | 171 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82297:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0877, 0.0058, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82297:ClassDef_L29_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82297:Expr_L30_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82297:ClassDef_L33_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82297:Expr_L34_C4"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82298 | 22 | 47 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82298:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.3191, 0.0213, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82298:FunctionDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82298:Expr_L25_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82298:FunctionDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82298:Return_L26_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82299 | 68 | 375 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82299:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.04, 0.0027, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82299:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82299:Expr_L23_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82299:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82299:FunctionDef_L26_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82300 | 126 | 304 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82300:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0493, 0.0033, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82300:ClassDef_L33_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82300:Expr_L34_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82300:ClassDef_L33_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82300:FunctionDef_L37_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82301 | 29 | 72 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82301:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.2083, 0.0139, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82301:FunctionDef_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82301:ClassDef_L42_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82301:ClassDef_L42_C4", "t": "ajibawa-2023/Python-Code-Large/train/row_82301:Expr_L43_C8"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82302 | 33 | 84 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82302:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1786, 0.0119, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82302:ClassDef_L25_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82302:Assign_L27_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82302:ClassDef_L25_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82302:Assign_L28_C4"}, {"f": "ajibawa-2023/Python-Code-Lar... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82303 | 77 | 204 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82303:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0735, 0.0049, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82303:ClassDef_L27_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82303:Expr_L28_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82303:ClassDef_L27_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82303:FunctionDef_L56_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82304 | 102 | 227 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82304:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0661, 0.0044, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82304:ClassDef_L34_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82304:Expr_L35_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82304:ClassDef_L34_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82304:Assign_L37_C4"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82305 | 76 | 119 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82305:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1261, 0.0084, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82305:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82305:Expr_L31_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82305:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82305:FunctionDef_L33_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82306 | 48 | 99 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82306:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1515, 0.0101, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82306:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82306:Expr_L23_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82306:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82306:Assign_L25_C4"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82307 | 521 | 898 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82307:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0167, 0.0011, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82307:ClassDef_L56_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82307:Expr_L57_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82307:ClassDef_L56_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82307:FunctionDef_L59_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82308 | 70 | 223 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82308:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0673, 0.0045, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82308:FunctionDef_L41_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82308:Expr_L42_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82308:FunctionDef_L41_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82308:Assign_L64_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82309 | 1,665 | 3,152 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82309:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0048, 0.0003, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82309:FunctionDef_L106_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82309:Expr_L107_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82309:FunctionDef_L106_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82309:If_L108_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82310 | 42 | 90 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82310:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1667, 0.0111, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82310:ClassDef_L20_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82310:Expr_L21_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82310:ClassDef_L20_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82310:FunctionDef_L23_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82311 | 75 | 171 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82311:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0877, 0.0058, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82311:FunctionDef_L50_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82311:Assign_L51_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82311:FunctionDef_L50_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82311:If_L52_C4"}, {"f": "ajibawa-2023/Python-Code-L... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82312 | 25 | 47 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82312:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.3191, 0.0213, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82312:ClassDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82312:Expr_L25_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82312:ClassDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82312:FunctionDef_L27_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82313 | 287 | 555 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82313:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.027, 0.0018, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82313:FunctionDef_L73_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82313:Expr_L74_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82313:FunctionDef_L73_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82313:Assign_L75_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82314 | 82 | 211 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82314:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0711, 0.0047, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82314:ClassDef_L60_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82314:Expr_L61_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82314:ClassDef_L60_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82314:Assign_L65_C4"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82315 | 169 | 707 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82315:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0212, 0.0014, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82315:FunctionDef_L36_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82315:Expr_L37_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82315:FunctionDef_L36_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82315:Return_L38_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82316 | 18 | 128 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82316:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1172, 0.0078, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82316:ClassDef_L18_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82316:Expr_L19_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82316:ClassDef_L18_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82316:FunctionDef_L21_C2"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82317 | 105 | 277 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82317:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0542, 0.0036, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82317:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82317:Expr_L31_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82317:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82317:FunctionDef_L54_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82318 | 3 | 20 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82318:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.75, 0.05, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotati... | [] |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82319 | 3 | 19 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82319:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.7895, 0.0526, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [] |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82320 | 86 | 248 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82320:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0605, 0.004, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82320:FunctionDef_L42_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82320:Expr_L43_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82320:FunctionDef_L42_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82320:Expr_L44_C4"}, {"f": "ajibawa-2023/Python-Code-L... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82321 | 43 | 84 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82321:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1786, 0.0119, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82321:FunctionDef_L20_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82321:Expr_L21_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82321:FunctionDef_L25_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82321:Expr_L26_C4"}, {"f": "ajibawa-2023/Python-Code-L... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82322 | 24 | 76 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82322:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1974, 0.0132, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82322:FunctionDef_L25_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82322:Assign_L26_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82322:FunctionDef_L25_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82322:For_L27_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82323 | 99 | 235 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82323:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0638, 0.0043, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82323:FunctionDef_L28_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82323:Assign_L35_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82323:FunctionDef_L28_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82323:Assign_L36_C4"}, {"f": "ajibawa-2023/Python-Co... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82324 | 75 | 236 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82324:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0636, 0.0042, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82324:ClassDef_L34_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82324:FunctionDef_L36_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82324:FunctionDef_L36_C4", "t": "ajibawa-2023/Python-Code-Large/train/row_82324:Expr_L38_C8"}, {"f": "ajibawa-2023/Python-Co... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82326 | 163 | 344 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82326:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 22], "level": 0, "parent": null, "vector": [8, 0, 0.0538, 0.0233, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82326:ClassDef_L54_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82326:Expr_L55_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82326:ClassDef_L54_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82326:FunctionDef_L57_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82328 | 624 | 1,071 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82328:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.014, 0.0009, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82328:ClassDef_L115_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82328:Expr_L116_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82328:ClassDef_L115_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82328:FunctionDef_L119_C4"}, {"f": "ajibawa-2023/Python-C... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82330 | 764 | 1,294 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82330:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0116, 0.0008, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82330:FunctionDef_L67_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82330:Expr_L68_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82330:FunctionDef_L67_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82330:Assign_L69_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82331 | 107 | 229 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82331:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0655, 0.0044, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82331:FunctionDef_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82331:Expr_L40_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82331:FunctionDef_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82331:Assign_L56_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82332 | 90 | 223 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82332:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0673, 0.0045, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82332:FunctionDef_L35_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82332:If_L36_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82332:If_L36_C4", "t": "ajibawa-2023/Python-Code-Large/train/row_82332:Return_L37_C8"}, {"f": "ajibawa-2023/Python-Code-Large/trai... |
#!/usr/bin/python
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by... | ajibawa-2023/Python-Code-Large/train/row_82333 | 134 | 232 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82333:Expr_L17_C0", "label": "expression", "type": "expression", "loc": [17, 17], "level": 0, "parent": null, "vector": [8, 0, 0.0733, 0.0043, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82333:ClassDef_L35_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82333:Expr_L36_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82333:ClassDef_L35_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82333:FunctionDef_L38_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82334 | 130 | 309 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82334:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0485, 0.0032, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82334:Try_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82334:ImportFrom_L34_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82334:Try_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82334:If_L36_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/r... |
# -*- coding: utf-8; -*-
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | ajibawa-2023/Python-Code-Large/train/row_82335 | 28 | 142 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82335:Expr_L16_C0", "label": "expression", "type": "expression", "loc": [16, 16], "level": 0, "parent": null, "vector": [8, 0, 0.1127, 0.007, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82335:FunctionDef_L93_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82335:Assign_L94_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82335:FunctionDef_L93_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82335:Return_L96_C4"}, {"f": "ajibawa-2023/Python-Co... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82336 | 103 | 186 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82336:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0806, 0.0054, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82336:FunctionDef_L44_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82336:Expr_L45_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82336:FunctionDef_L44_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82336:If_L46_C4"}, {"f": "ajibawa-2023/Python-Code-Lar... |
# Copyright 2012 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82337 | 389 | 661 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82337:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0227, 0.0015, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82337:ClassDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82337:Expr_L25_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82337:ClassDef_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82337:FunctionDef_L27_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82338 | 52 | 130 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82338:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.1154, 0.0077, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82338:ClassDef_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82338:Expr_L32_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82338:ClassDef_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82338:ClassDef_L41_C4"}, {"f": "ajibawa-2023/Python-Code-Lar... |
"""Classes to build sanitized HTML."""
__author__ = 'John Orr (jorr@google.com)'
import cgi
import re
def escape(strg):
return cgi.escape(strg, quote=1).replace("'", ''').replace('`', '`')
class Node(object):
"""Base class for the sanitizing module."""
def __init__(self):
self._parent... | ajibawa-2023/Python-Code-Large/train/row_82339 | 166 | 305 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82339:Expr_L1_C0", "label": "expression", "type": "expression", "loc": [1, 1], "level": 0, "parent": null, "vector": [8, 0, 0.0033, 0.0033, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82339:FunctionDef_L9_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82339:Return_L10_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82339:ClassDef_L13_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82339:Expr_L14_C4"}, {"f": "ajibawa-2023/Python-Code-Lar... |
# -*- coding: utf-8 -*-
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | ajibawa-2023/Python-Code-Large/train/row_82340 | 1,189 | 2,832 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82340:Expr_L16_C0", "label": "expression", "type": "expression", "loc": [16, 116], "level": 0, "parent": null, "vector": [8, 0, 0.0233, 0.0357, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "ann... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82340:FunctionDef_L167_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82340:Assign_L168_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82340:FunctionDef_L167_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82340:Assign_L169_C4"}, {"f": "ajibawa-2023/Pytho... |
# Copyright 2014 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82341 | 334 | 546 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82341:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.0275, 0.0018, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82341:FunctionDef_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82341:Expr_L32_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82341:FunctionDef_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82341:Assign_L33_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright 2013 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... | ajibawa-2023/Python-Code-Large/train/row_82342 | 188 | 441 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82342:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 15], "level": 0, "parent": null, "vector": [8, 0, 0.034, 0.0023, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82342:ClassDef_L47_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82342:Expr_L48_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82342:ClassDef_L47_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82342:FunctionDef_L51_C4"}, {"f": "ajibawa-2023/Python-Code-... |
#!/usr/bin/python
#
# Copyright (C) 2012 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | ajibawa-2023/Python-Code-Large/train/row_82343 | 133 | 305 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82343:Assign_L17_C0", "label": "__author__ =", "type": "assigned_variable", "loc": [17, 17], "level": 0, "parent": null, "vector": [14, 0, 0.0557, 0.0033, 0, 0.66, 0.0, 777, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "__author__", "arg_names": [], "import_names": [], "r... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82343:ClassDef_L45_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82343:Expr_L46_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82343:ClassDef_L45_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82343:Assign_L47_C2"}, {"f": "ajibawa-2023/Python-Code-Large... |
#!/usr/bin/python
#
# Copyright (C) 2012 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | ajibawa-2023/Python-Code-Large/train/row_82344 | 218 | 605 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82344:Assign_L17_C0", "label": "__author__ =", "type": "assigned_variable", "loc": [17, 17], "level": 0, "parent": null, "vector": [14, 0, 0.0281, 0.0017, 0, 0.66, 0.0, 777, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "__author__", "arg_names": [], "import_names": [], "r... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82344:FunctionDef_L46_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82344:Expr_L47_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82344:FunctionDef_L46_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82344:Return_L54_C2"}, {"f": "ajibawa-2023/Python-Code... |
#!/usr/bin/env python
# Copyright (c) 2010, Google Inc.
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met:
#
# * Redistributions of source code must retain the above copyright
# notice, this l... | ajibawa-2023/Python-Code-Large/train/row_82346 | 51 | 187 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82346:Expr_L32_C0", "label": "expression", "type": "expression", "loc": [32, 36], "level": 0, "parent": null, "vector": [8, 0, 0.1818, 0.0267, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82346:ClassDef_L41_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82346:Expr_L42_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82346:ClassDef_L45_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82346:Expr_L46_C2"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
#!/usr/bin/python2.4
# -*- coding: utf-8 -*-
#
# Copyright (C) 2011 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | ajibawa-2023/Python-Code-Large/train/row_82348 | 86 | 244 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82348:Import_L18_C0", "label": "base64 import base64", "type": "import", "loc": [18, 18], "level": 0, "parent": null, "vector": [1, 0, 0.0738, 0.0041, 0, 0.66, 0.0, 177, 0, 1, 0, 0, 177, 0, 0], "semantic": {"name": "base64", "arg_names": [], "import_names": ["base64"], ... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82348:ClassDef_L36_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82348:Expr_L37_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82348:ClassDef_L36_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82348:FunctionDef_L39_C2"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright 2011 Google Inc. All Rights Reserved.
"""Multi-credential file store with lock support.
This module implements a JSON credential store where multiple
credentials can be stored in one file. That file supports locking
both in a single process and across processes.
The credential themselves are keyed off o... | ajibawa-2023/Python-Code-Large/train/row_82350 | 155 | 378 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82350:Expr_L3_C0", "label": "expression", "type": "expression", "loc": [3, 30], "level": 0, "parent": null, "vector": [8, 0, 0.0437, 0.0741, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82350:ClassDef_L52_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82350:Expr_L53_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82350:ClassDef_L57_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82350:Expr_L58_C2"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82351 | 7 | 32 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82351:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.5312, 0.1562, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82351:Try_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82351:Import_L26_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82351:Try_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82351:Try_L28_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82353 | 396 | 1,139 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82353:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 18], "level": 0, "parent": null, "vector": [8, 0, 0.0145, 0.0035, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82353:Try_L37_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82353:ImportFrom_L38_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82353:Try_L37_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82353:ImportFrom_L39_C2"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright (C) 2011 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82354 | 33 | 105 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82354:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.1619, 0.0476, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82354:ClassDef_L57_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82354:Expr_L58_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82354:ClassDef_L62_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82354:Expr_L63_C2"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82355 | 46 | 106 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82355:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.1604, 0.0472, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82355:ClassDef_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82355:Expr_L33_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82355:ClassDef_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82355:FunctionDef_L35_C2"}, {"f": "ajibawa-2023/Python-Code-... |
__version__ = "1.0c2"
| ajibawa-2023/Python-Code-Large/train/row_82356 | 1 | 1 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82356:Assign_L1_C0", "label": "__version__ =", "type": "assigned_variable", "loc": [1, 1], "level": 0, "parent": null, "vector": [14, 0, 1.0, 1.0, 0, 0.66, 0.0, 162, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "__version__", "arg_names": [], "import_names": [], "rhs_call... | [] |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82357 | 63 | 124 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82357:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.1371, 0.0403, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82357:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82357:Assign_L32_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82357:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82357:FunctionDef_L34_C2"}, {"f": "ajibawa-2023/Python-Cod... |
# Copyright (C) 2007 Joe Gregorio
#
# Licensed under the MIT License
"""MIME-Type Parser
This module provides basic functions for handling mime-types. It can handle
matching mime-types against a list of media-ranges. See section 14.1 of the
HTTP specification [RFC 2616] for a complete explanation.
http://www.w3.o... | ajibawa-2023/Python-Code-Large/train/row_82359 | 57 | 172 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82359:Expr_L5_C0", "label": "expression", "type": "expression", "loc": [5, 23], "level": 0, "parent": null, "vector": [8, 0, 0.0814, 0.1105, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82359:FunctionDef_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82359:Expr_L33_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82359:FunctionDef_L32_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82359:Assign_L42_C4"}, {"f": "ajibawa-2023/Python-Code... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82360 | 114 | 303 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82360:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 58], "level": 0, "parent": null, "vector": [8, 0, 0.1205, 0.1452, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82360:ClassDef_L68_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82360:Expr_L69_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82360:ClassDef_L68_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82360:FunctionDef_L71_C2"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82361 | 7 | 32 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82361:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.5312, 0.1562, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82361:Try_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82361:Import_L25_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82361:Try_L24_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82361:Try_L27_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82362 | 201 | 483 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82362:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 18], "level": 0, "parent": null, "vector": [8, 0, 0.0342, 0.0083, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82362:Try_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82362:ImportFrom_L32_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82362:Try_L31_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82362:ImportFrom_L34_C2"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82364 | 55 | 135 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82364:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 19], "level": 0, "parent": null, "vector": [8, 0, 0.1259, 0.037, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annot... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82364:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82364:Expr_L31_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82364:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82364:Assign_L36_C2"}, {"f": "ajibawa-2023/Python-Code-Large... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82366 | 28 | 63 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82366:Expr_L15_C0", "label": "expression", "type": "expression", "loc": [15, 18], "level": 0, "parent": null, "vector": [8, 0, 0.2619, 0.0635, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82366:ClassDef_L28_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82366:Expr_L29_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82366:ClassDef_L28_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82366:FunctionDef_L31_C2"}, {"f": "ajibawa-2023/Python-Code-... |
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | ajibawa-2023/Python-Code-Large/train/row_82367 | 29 | 56 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82367:Import_L15_C0", "label": "apiclient import apiclient", "type": "import", "loc": [15, 15], "level": 0, "parent": null, "vector": [1, 0, 0.2679, 0.0179, 0, 0.66, 0.0, 629, 0, 1, 0, 0, 629, 0, 0], "semantic": {"name": "apiclient", "arg_names": [], "import_names": ["a... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82367:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82367:Assign_L24_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82367:ClassDef_L22_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82367:FunctionDef_L26_C2"}, {"f": "ajibawa-2023/Python-Cod... |
__version__ = "1.0c2"
| ajibawa-2023/Python-Code-Large/train/row_82368 | 1 | 1 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82368:Assign_L1_C0", "label": "__version__ =", "type": "assigned_variable", "loc": [1, 1], "level": 0, "parent": null, "vector": [14, 0, 1.0, 1.0, 0, 0.66, 0.0, 162, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "__version__", "arg_names": [], "import_names": [], "rhs_call... | [] |
#!/usr/bin/python2.4
#
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable l... | ajibawa-2023/Python-Code-Large/train/row_82369 | 154 | 385 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82369:Expr_L17_C0", "label": "expression", "type": "expression", "loc": [17, 23], "level": 0, "parent": null, "vector": [8, 0, 0.0519, 0.0182, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82369:ClassDef_L45_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82369:Expr_L46_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82369:ClassDef_L45_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82369:FunctionDef_L53_C2"}, {"f": "ajibawa-2023/Python-Code-... |
#!/usr/bin/python2.4
#
# Copyright (C) 2010 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable l... | ajibawa-2023/Python-Code-Large/train/row_82370 | 56 | 123 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82370:Expr_L17_C0", "label": "expression", "type": "expression", "loc": [17, 21], "level": 0, "parent": null, "vector": [8, 0, 0.1545, 0.0407, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82370:ClassDef_L29_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82370:Expr_L30_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82370:ClassDef_L34_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82370:Expr_L35_C2"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
"""
iri2uri
Converts an IRI to a URI.
"""
__author__ = "Joe Gregorio (joe@bitworking.org)"
__copyright__ = "Copyright 2006, Joe Gregorio"
__contributors__ = []
__version__ = "1.0.0"
__license__ = "MIT"
__history__ = """
"""
import urlparse
# Convert an IRI to a URI following the rules in RFC 3987
#
# The characte... | ajibawa-2023/Python-Code-Large/train/row_82371 | 43 | 110 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82371:Expr_L1_C0", "label": "expression", "type": "expression", "loc": [1, 6], "level": 0, "parent": null, "vector": [8, 0, 0.0318, 0.0545, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82371:FunctionDef_L53_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82371:Assign_L54_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82371:FunctionDef_L53_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82371:Assign_L55_C4"}, {"f": "ajibawa-2023/Python-Co... |
"""SocksiPy - Python SOCKS module.
Version 1.00
Copyright 2006 Dan-Haim. All rights reserved.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
1. Redistributions of source code must retain the above copyright notice, this
... | ajibawa-2023/Python-Code-Large/train/row_82373 | 213 | 438 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82373:Expr_L1_C0", "label": "expression", "type": "expression", "loc": [1, 31], "level": 0, "parent": null, "vector": [8, 0, 0.0365, 0.0708, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82373:FunctionDef_L96_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82373:Expr_L97_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82373:FunctionDef_L96_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82373:Assign_L102_C4"}, {"f": "ajibawa-2023/Python-Cod... |
import Cookie
import datetime
import time
import email.utils
import calendar
import base64
import hashlib
import hmac
import re
import logging
# Ripped from the Tornado Framework's web.py
# http://github.com/facebook/tornado/commit/39ac6d169a36a54bb1f6b9bf1fdebb5c9da96e09
#
# Tornado is licensed under the Apache Licen... | ajibawa-2023/Python-Code-Large/train/row_82374 | 115 | 168 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82374:Import_L1_C0", "label": "Cookie import Cookie", "type": "import", "loc": [1, 1], "level": 0, "parent": null, "vector": [1, 0, 0.006, 0.006, 0, 0.66, 0.0, 32, 0, 1, 0, 0, 32, 0, 0], "semantic": {"name": "Cookie", "arg_names": [], "import_names": ["Cookie"], "rhs_ca... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82374:ClassDef_L23_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82374:FunctionDef_L26_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82374:FunctionDef_L26_C2", "t": "ajibawa-2023/Python-Code-Large/train/row_82374:If_L27_C4"}, {"f": "ajibawa-2023/Python-Code... |
# This is the version of this source code.
manual_verstr = "1.5"
auto_build_num = "211"
verstr = manual_verstr + "." + auto_build_num
try:
from pyutil.version_class import Version as pyutil_Version
__version__ = pyutil_Version(verstr)
except (ImportError, ValueError):
# Maybe there is no pyutil insta... | ajibawa-2023/Python-Code-Large/train/row_82375 | 8 | 18 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82375:Assign_L3_C0", "label": "manual_verstr =", "type": "assigned_variable", "loc": [3, 3], "level": 0, "parent": null, "vector": [14, 0, 0.1667, 0.0556, 0, 0.66, 0.0, 189, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "manual_verstr", "arg_names": [], "import_names": [],... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82375:Try_L12_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82375:ImportFrom_L13_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82375:Try_L12_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82375:Assign_L14_C4"}, {"f": "ajibawa-2023/Python-Code-Large/tra... |
"""
The MIT License
Copyright (c) 2007-2010 Leah Culver, Joe Stump, Mark Paschal, Vic Fryzel
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the ... | ajibawa-2023/Python-Code-Large/train/row_82376 | 10 | 41 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82376:Expr_L1_C0", "label": "expression", "type": "expression", "loc": [1, 23], "level": 0, "parent": null, "vector": [8, 0, 0.2927, 0.561, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82376:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82376:Expr_L31_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82376:ClassDef_L30_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82376:FunctionDef_L33_C4"}, {"f": "ajibawa-2023/Python-Code-... |
"""
The MIT License
Copyright (c) 2007-2010 Leah Culver, Joe Stump, Mark Paschal, Vic Fryzel
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the ... | ajibawa-2023/Python-Code-Large/train/row_82377 | 9 | 40 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82377:Expr_L1_C0", "label": "expression", "type": "expression", "loc": [1, 23], "level": 0, "parent": null, "vector": [8, 0, 0.3, 0.575, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotation... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82377:ClassDef_L29_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82377:Expr_L30_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82377:ClassDef_L29_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82377:FunctionDef_L32_C4"}, {"f": "ajibawa-2023/Python-Code-... |
# Early, and incomplete implementation of -04.
#
import re
import urllib
RESERVED = ":/?#[]@!$&'()*+,;="
OPERATOR = "+./;?|!@"
EXPLODE = "*+"
MODIFIER = ":^"
TEMPLATE = re.compile(r"{(?P<operator>[\+\./;\?|!@])?(?P<varlist>[^}]+)}", re.UNICODE)
VAR = re.compile(r"^(?P<varname>[^=\+\*:\^]+)((?P<explode>[\+\*])|(?P<part... | ajibawa-2023/Python-Code-Large/train/row_82379 | 112 | 147 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82379:Import_L3_C0", "label": "re import re", "type": "import", "loc": [3, 3], "level": 0, "parent": null, "vector": [1, 0, 0.0204, 0.0068, 0, 0.66, 0.0, 540, 0, 1, 0, 0, 540, 0, 0], "semantic": {"name": "re", "arg_names": [], "import_names": ["re"], "rhs_call_name": ""... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82379:FunctionDef_L13_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82379:If_L14_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82379:If_L14_C2", "t": "ajibawa-2023/Python-Code-Large/train/row_82379:If_L15_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/ro... |
#!/usr/bin/python2.6
#
# Simple http server to emulate api.playfoursquare.com
import logging
import shutil
import sys
import urlparse
import SimpleHTTPServer
import BaseHTTPServer
class RequestHandler(BaseHTTPServer.BaseHTTPRequestHandler):
"""Handle playfoursquare.com requests, for testing."""
def do_GET(self... | ajibawa-2023/Python-Code-Large/train/row_82380 | 63 | 85 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82380:Import_L5_C0", "label": "logging import logging", "type": "import", "loc": [5, 5], "level": 0, "parent": null, "vector": [1, 0, 0.0588, 0.0118, 0, 0.66, 0.0, 715, 0, 1, 0, 0, 715, 0, 0], "semantic": {"name": "logging", "arg_names": [], "import_names": ["logging"],... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82380:ClassDef_L14_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82380:Expr_L15_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82380:ClassDef_L14_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82380:FunctionDef_L17_C2"}, {"f": "ajibawa-2023/Python-Code-... |
#!/usr/bin/python
import os
import subprocess
import sys
BASEDIR = '../main/src/com/joelapenna/foursquare'
TYPESDIR = '../captures/types/v1'
captures = sys.argv[1:]
if not captures:
captures = os.listdir(TYPESDIR)
for f in captures:
basename = f.split('.')[0]
javaname = ''.join([c.capitalize() for c in basena... | ajibawa-2023/Python-Code-Large/train/row_82381 | 20 | 27 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82381:Import_L3_C0", "label": "os import os", "type": "import", "loc": [3, 3], "level": 0, "parent": null, "vector": [1, 0, 0.1111, 0.037, 0, 0.66, 0.0, 688, 0, 1, 0, 0, 688, 0, 0], "semantic": {"name": "os", "arg_names": [], "import_names": ["os"], "rhs_call_name": "",... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82381:If_L11_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82381:Assign_L12_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82381:For_L14_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82381:Assign_L15_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/ro... |
#!/usr/bin/python
"""
Pull a oAuth protected page from foursquare.
Expects ~/.oget to contain (one on each line):
CONSUMER_KEY
CONSUMER_KEY_SECRET
USERNAME
PASSWORD
Don't forget to chmod 600 the file!
"""
import httplib
import os
import re
import sys
import urllib
import urllib2
import urlparse
import user
from xml.... | ajibawa-2023/Python-Code-Large/train/row_82382 | 50 | 111 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82382:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 12], "level": 0, "parent": null, "vector": [8, 0, 0.0631, 0.0991, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82382:FunctionDef_L48_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82382:Return_L49_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82382:FunctionDef_L56_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82382:Assign_L57_C2"}, {"f": "ajibawa-2023/Python-Co... |
#!/usr/bin/python
import datetime
import sys
import textwrap
import common
from xml.dom import pulldom
PARSER = """\
/**
* Copyright 2009 Joe LaPenna
*/
package com.joelapenna.foursquare.parsers;
import com.joelapenna.foursquare.Foursquare;
import com.joelapenna.foursquare.error.FoursquareError;
import com.joel... | ajibawa-2023/Python-Code-Large/train/row_82383 | 42 | 149 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82383:Import_L3_C0", "label": "datetime import datetime", "type": "import", "loc": [3, 3], "level": 0, "parent": null, "vector": [1, 0, 0.0201, 0.0067, 0, 0.66, 0.0, 426, 0, 1, 0, 0, 426, 0, 0], "semantic": {"name": "datetime", "arg_names": [], "import_names": ["datetim... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82383:FunctionDef_L82_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82383:Assign_L83_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82383:FunctionDef_L82_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82383:Expr_L85_C2"}, {"f": "ajibawa-2023/Python-Code... |
#!/usr/bin/python
import logging
from xml.dom import minidom
from xml.dom import pulldom
BOOLEAN = "boolean"
STRING = "String"
GROUP = "Group"
# Interfaces that all FoursquareTypes implement.
DEFAULT_INTERFACES = ['FoursquareType']
# Interfaces that specific FoursqureTypes implement.
INTERFACES = {
}
DEFAULT_CLA... | ajibawa-2023/Python-Code-Large/train/row_82384 | 44 | 114 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82384:Import_L3_C0", "label": "logging import logging", "type": "import", "loc": [3, 3], "level": 0, "parent": null, "vector": [1, 0, 0.0263, 0.0088, 0, 0.66, 0.0, 715, 0, 1, 0, 0, 715, 0, 0], "semantic": {"name": "logging", "arg_names": [], "import_names": ["logging"],... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82384:FunctionDef_L59_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82384:Expr_L60_C2"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82384:FunctionDef_L59_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82384:Assign_L71_C2"}, {"f": "ajibawa-2023/Python-Code... |
#!/usr/bin/env python
from distutils.core import setup
#from setuptools import find_packages
import sys, os
if not sys.version_info[0:2] >= (2,6):
sys.stderr.write("Requires Python later than 2.6\n")
sys.exit(1)
# quickly import the latest version of ruffus
sys.path.insert(0, os.path.abspath("."))
import ruff... | ajibawa-2023/Python-Code-Large/train/row_82386 | 10 | 202 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82386:ImportFrom_L2_C0", "label": "from distutils.core import setup", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0099, 0.005, 0, 0.66, 0.0, 152, 0, 1, 0, 0, 152, 0, 0], "semantic": {"name": "distutils.core", "arg_names": [], "import_... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82386:If_L6_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82386:Expr_L7_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82386:If_L6_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82386:Expr_L8_C4"}] |
#!/usr/bin/env python
"""
test2.py
[--log_file PATH]
[--verbose]
"""
################################################################################
#
# test2
#
#
# Copyright (c) 7/16/2010 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this so... | ajibawa-2023/Python-Code-Large/train/row_82387 | 107 | 347 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82387:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 8], "level": 0, "parent": null, "vector": [8, 0, 0.0144, 0.0202, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82387:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82387:Assign_L40_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82387:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82387:Assign_L41_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row... |
#!/usr/bin/env python
import sys, os
# add self to search path for testing
if __name__ == '__main__':
exe_path = os.path.split(os.path.abspath(sys.argv[0]))[0]
module_name = os.path.split(sys.argv[0])[1]
module_name = os.path.splitext(module_name)[0];
else:
module_name = __name__
# Use import path fro... | ajibawa-2023/Python-Code-Large/train/row_82388 | 17 | 46 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82388:Import_L2_C0", "label": "sys import sys, os", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0435, 0.0217, 0, 0.66, 0.0, 509, 0, 2, 0, 0, 509, 0, 0], "semantic": {"name": "sys", "arg_names": [], "import_names": ["sys", "os"], "rhs_... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82388:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82388:Assign_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82388:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82388:Assign_L7_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_823... |
#!/usr/bin/env python
from ruffus import *
import sys
def first_task():
print "First task"
@follows(first_task)
def second_task():
print "Second task"
@follows(second_task)
def final_task():
print "Final task"
pipeline_printout_graph ( "manual_follows1.png",
"png",
... | ajibawa-2023/Python-Code-Large/train/row_82389 | 9 | 19 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82389:ImportFrom_L2_C0", "label": "from ruffus import *", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.1053, 0.0526, 0, 0.66, 0.0, 250, 0, 1, 0, 0, 250, 0, 0], "semantic": {"name": "ruffus", "arg_names": [], "import_names": ["*"], "rhs... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82389:FunctionDef_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82389:Expr_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82389:FunctionDef_L9_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82389:Expr_L10_C4"}, {"f": "ajibawa-2023/Python-Code-Larg... |
#!/usr/bin/env python
import sys, os
# add self to search path for testing
if __name__ == '__main__':
exe_path = os.path.split(os.path.abspath(sys.argv[0]))[0]
module_name = os.path.split(sys.argv[0])[1]
module_name = os.path.splitext(module_name)[0];
else:
module_name = __name__
# Use import path fro... | ajibawa-2023/Python-Code-Large/train/row_82390 | 46 | 98 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82390:Import_L2_C0", "label": "sys import sys, os", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0204, 0.0102, 0, 0.66, 0.0, 509, 0, 2, 0, 0, 509, 0, 0], "semantic": {"name": "sys", "arg_names": [], "import_names": ["sys", "os"], "rhs_... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82390:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82390:Assign_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82390:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82390:Assign_L7_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_823... |
#!/usr/bin/env python
"""
run_dless2_rebecca.py
[--log_file PATH]
[--verbose]
"""
################################################################################
#
# test
#
#
# Copyright (c) 7/13/2010 Rebecca Chodroff
#
# Permission is hereby granted, free of charge, to any person obtaining a copy... | ajibawa-2023/Python-Code-Large/train/row_82391 | 134 | 531 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82391:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 8], "level": 0, "parent": null, "vector": [8, 0, 0.0094, 0.0132, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82391:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82391:Assign_L40_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82391:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82391:Assign_L41_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row... |
#!/usr/bin/env python
"""
test2.py
[--log_file PATH]
[--verbose]
"""
################################################################################
#
# test2
#
#
# Copyright (c) 7/16/2010 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this so... | ajibawa-2023/Python-Code-Large/train/row_82392 | 143 | 437 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82392:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 8], "level": 0, "parent": null, "vector": [8, 0, 0.0114, 0.016, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotati... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82392:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82392:Assign_L40_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82392:If_L39_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82392:Assign_L41_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row... |
#!/usr/bin/env python
import sys, os
# add self to search path for testing
if __name__ == '__main__':
exe_path = os.path.split(os.path.abspath(sys.argv[0]))[0]
module_name = os.path.split(sys.argv[0])[1]
module_name = os.path.splitext(module_name)[0];
else:
module_name = __name__
# Use import path fro... | ajibawa-2023/Python-Code-Large/train/row_82393 | 44 | 95 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82393:Import_L2_C0", "label": "sys import sys, os", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0211, 0.0105, 0, 0.66, 0.0, 509, 0, 2, 0, 0, 509, 0, 0], "semantic": {"name": "sys", "arg_names": [], "import_names": ["sys", "os"], "rhs_... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82393:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82393:Assign_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82393:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82393:Assign_L7_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_823... |
#!/usr/bin/env python
"""
play_with_colours.py
[--log_file PATH]
[--verbose]
"""
################################################################################
#
# test
#
#
# Copyright (c) 7/13/2010 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# ... | ajibawa-2023/Python-Code-Large/train/row_82394 | 68 | 268 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82394:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 8], "level": 0, "parent": null, "vector": [8, 0, 0.0187, 0.0261, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82394:If_L199_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82394:Assign_L200_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82394:If_L199_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82394:Assign_L201_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train... |
#!/usr/bin/env python2.5
"""
test_tasks.py
"""
#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888
# options
#88888888888888888888888888888888888888888888888888888888888888888888888888888888888888888
from optparse import OptionParser
import sys, os
import os.path
imp... | ajibawa-2023/Python-Code-Large/train/row_82395 | 80 | 260 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82395:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 6], "level": 0, "parent": null, "vector": [8, 0, 0.0154, 0.0192, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82395:If_L23_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82395:Assign_L24_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82395:If_L23_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82395:Assign_L25_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row... |
#!/usr/bin/env python
"""
complicated_example.py
"""
import os, sys
exe_path = os.path.split(os.path.abspath(sys.argv[0]))[0]
sys.path.append(os.path.abspath(os.path.join(exe_path,"..", "..")))
from ruffus import *
from time import sleep
import random
#88888888888888888888888888888888888888888888888888888888888... | ajibawa-2023/Python-Code-Large/train/row_82396 | 147 | 527 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82396:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 6], "level": 0, "parent": null, "vector": [8, 0, 0.0076, 0.0095, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82396:FunctionDef_L105_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82396:Expr_L108_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82396:FunctionDef_L105_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82396:If_L122_C4"}, {"f": "ajibawa-2023/Python-Code... |
#!/usr/bin/env python
"""
intermediate_example.py
This script takes N pairs of input file pairs
(with the suffices .gene and .gwas)
and runs them against M sets of simulation data
(with the suffix .simulation)
... | ajibawa-2023/Python-Code-Large/train/row_82397 | 78 | 313 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82397:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 33], "level": 0, "parent": null, "vector": [8, 0, 0.0559, 0.1022, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82397:FunctionDef_L137_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82397:Expr_L138_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82397:FunctionDef_L137_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82397:Assign_L148_C4"}, {"f": "ajibawa-2023/Python-... |
#!/usr/bin/env python
"""
ruffus_template.py
[--log_file PATH]
[--verbose]
[--target_tasks]
[--jobs]
[--just_print]
[--flowchart]
[--key_legend_in_... | ajibawa-2023/Python-Code-Large/train/row_82398 | 74 | 270 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82398:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 14], "level": 0, "parent": null, "vector": [8, 0, 0.0296, 0.0481, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annota... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82398:If_L26_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82398:ImportFrom_L27_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82398:If_L26_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82398:Import_L28_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train... |
#!/usr/bin/env python
################################################################################
#
#
# drmaa_wrapper.py
#
# Copyright (C) 2013 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software... | ajibawa-2023/Python-Code-Large/train/row_82399 | 166 | 469 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82399:Expr_L27_C0", "label": "expression", "type": "expression", "loc": [27, 42], "level": 0, "parent": null, "vector": [8, 0, 0.0736, 0.0341, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82399:If_L54_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82399:Assign_L56_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82399:If_L54_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82399:Assign_L58_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row... |
#!/usr/bin/env python
################################################################################
#
#
# cmd_line_helper.py
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "S... | ajibawa-2023/Python-Code-Large/train/row_82400 | 224 | 827 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L27_C0", "label": "expression", "type": "expression", "loc": [27, 84], "level": 0, "parent": null, "vector": [8, 0, 0.0671, 0.0701, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L91_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82400:Expr_L92_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82400:FunctionDef_L91_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82400:Import_L118_C4"}, {"f": "ajibawa-2023/Python-Cod... |
#!/usr/bin/python
# -*- coding: utf-8 -*-
'''
A dictionary-like object with SQLite backend
============================================
Python dictionaries are very efficient objects for fast data access. But when
data is too large to fit in memory, you want to keep data on disk but available
for fast random access.
... | ajibawa-2023/Python-Code-Large/train/row_82401 | 168 | 459 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82401:Expr_L4_C0", "label": "expression", "type": "expression", "loc": [4, 87], "level": 0, "parent": null, "vector": [8, 0, 0.0991, 0.183, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotat... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82401:Try_L92_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82401:ImportFrom_L94_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82401:Try_L92_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82401:ImportFrom_L97_C4"}, {"f": "ajibawa-2023/Python-Code-Large... |
#!/usr/bin/env python
from __future__ import print_function
import sys
# import signal
if sys.hexversion < 0x03000000:
from future_builtins import zip, map
################################################################################
#
#
# task.py
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is... | ajibawa-2023/Python-Code-Large/train/row_82402 | 1,696 | 5,594 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L2_C0", "label": "from __future__ import print_function", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0004, 0.0002, 0, 0.66, 0.0, 777, 0, 1, 0, 0, 777, 0, 0], "semantic": {"name": "__future__", "arg_names": [], "impor... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82402:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82402:If_L101_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82402:ImportFrom_L103_C4"}, {"f": "ajibawa-2023/Python-Code-Large/t... |
#!/usr/bin/env python
################################################################################
#
# print_dependencies.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the... | ajibawa-2023/Python-Code-Large/train/row_82403 | 300 | 623 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L27_C0", "label": "expression", "type": "expression", "loc": [27, 32], "level": 0, "parent": null, "vector": [8, 0, 0.0474, 0.0096, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82403:Expr_L44_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82403:FunctionDef_L43_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82403:If_L48_C4"}, {"f": "ajibawa-2023/Python-Code-Lar... |
#!/usr/bin/env python
################################################################################
#
# version.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"... | ajibawa-2023/Python-Code-Large/train/row_82404 | 1 | 27 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82404:Assign_L27_C0", "label": "__version =", "type": "assigned_variable", "loc": [27, 27], "level": 0, "parent": null, "vector": [14, 0, 1.0, 0.037, 0, 0.66, 0.0, 592, 1, 0, 0, 0, 0, 3, 0], "semantic": {"name": "__version", "arg_names": [], "import_names": [], "rhs_cal... | [] |
#!/usr/bin/env python
"""
exceptions.py
"""
################################################################################
#
# exceptions.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated doc... | ajibawa-2023/Python-Code-Large/train/row_82405 | 136 | 364 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L2_C0", "label": "expression", "type": "expression", "loc": [2, 6], "level": 0, "parent": null, "vector": [8, 0, 0.011, 0.0137, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "annotati... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82405:ClassDef_L48_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82405:FunctionDef_L49_C4", "t": "ajibawa-2023/Python-Code-Large/train/row_82405:Expr_L50_C8"}, {"f": "ajibawa-2023/Python-Co... |
#!/usr/bin/env python
from __future__ import print_function
import sys
import re
if sys.hexversion < 0x03000000:
from future_builtins import zip
################################################################################
#
# ruffus_utility.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is ... | ajibawa-2023/Python-Code-Large/train/row_82406 | 584 | 1,740 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L2_C0", "label": "from __future__ import print_function", "type": "import", "loc": [2, 2], "level": 0, "parent": null, "vector": [1, 0, 0.0011, 0.0006, 0, 0.66, 0.0, 777, 0, 1, 0, 0, 777, 0, 0], "semantic": {"name": "__future__", "arg_names": [], "impor... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82406:If_L5_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82406:ImportFrom_L6_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82406:If_L62_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82406:Import_L63_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/r... |
#!/usr/bin/env python
################################################################################
#
#
# combinatorics.py
#
# Copyright (c) 2013 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software... | ajibawa-2023/Python-Code-Large/train/row_82407 | 6 | 82 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82407:Expr_L27_C0", "label": "expression", "type": "expression", "loc": [27, 64], "level": 0, "parent": null, "vector": [8, 0, 0.5549, 0.4634, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "anno... | [] |
#!/usr/bin/env python
################################################################################
#
# proxy_logger.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Soft... | ajibawa-2023/Python-Code-Large/train/row_82408 | 80 | 399 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L27_C0", "label": "expression", "type": "expression", "loc": [27, 122], "level": 0, "parent": null, "vector": [8, 0, 0.1867, 0.2406, 0, 0.66, 0.0, 0, 1, 0, 0, 0, 0, 0, 0], "semantic": {"name": "", "arg_names": [], "import_names": [], "rhs_call_name": "", "ann... | [{"f": "ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82408:Expr_L158_C4"}, {"f": "ajibawa-2023/Python-Code-Large/train/row_82408:FunctionDef_L157_C0", "t": "ajibawa-2023/Python-Code-Large/train/row_82408:Assign_L221_C4"}, {"f": "ajibawa-2023/Python-... |
#!/usr/bin/env python
################################################################################
#
# __init__.py
#
#
# Copyright (c) 10/9/2009 Leo Goodstadt
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software... | ajibawa-2023/Python-Code-Large/train/row_82409 | 14 | 55 | 15 | ["cat_id", "level", "center", "span", "parent_depth", "parent_weight", "sibling_index", "name_hash", "rhs_type", "arg_count", "return_type", "is_async", "module_hash", "value_type", "calls_count"] | [{"id": "ajibawa-2023/Python-Code-Large/train/row_82409:ImportFrom_L28_C0", "label": "from task import Pipeline, Task", "type": "import", "loc": [28, 28], "level": 0, "parent": null, "vector": [1, 0, 0.5091, 0.0182, 0, 0.66, 0.0, 305, 0, 2, 0, 0, 305, 0, 0], "semantic": {"name": "task", "arg_names": [], "import_names":... | [] |
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