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5.96 kB
| """ | |
| SetupController Module - Controller for environment setup operations. | |
| This module handles initial environment configuration: | |
| - Copies task data files to the workspace | |
| - Downloads required files from URLs | |
| - Executes setup commands in the container | |
| Reference: https://github.com/yiyihum/da-code/tree/main/da_agent/controllers/setup.py | |
| """ | |
| import json | |
| import os | |
| import shutil | |
| import logging | |
| from typing import Any, Union, Optional | |
| from typing import Dict, List | |
| import uuid | |
| import requests | |
| import docker | |
| import shutil | |
| from da_agent import configs | |
| FILE_PATH = os.path.dirname(os.path.abspath(__file__)) | |
| logger = logging.getLogger("da_agent.setup") | |
| class SetupController: | |
| def __init__(self, container, cache_dir): | |
| self.cache_dir = cache_dir | |
| self.container = container | |
| self.mnt_dir = [mount['Source'] for mount in container.attrs['Mounts']][0] | |
| def setup_cp_dir(self, dir: str): | |
| """ | |
| Args: | |
| dir (str): the directory to copy to the workspace | |
| """ | |
| mnt_dir = self.mnt_dir | |
| if os.path.isfile(dir): | |
| print(f"Warning: {dir} is a file, not a directory. Copying the file to {mnt_dir}.") | |
| shutil.copy2(dir, mnt_dir) | |
| elif os.path.isdir(dir): | |
| print(f"Copying all files in {dir} to {mnt_dir}.") | |
| shutil.copytree(dir, mnt_dir, dirs_exist_ok=True) | |
| else: | |
| print(f"Warning: {dir} is neither a file nor a directory.") | |
| return | |
| def setup(self, config: List[Dict[str, Any]]): | |
| """ | |
| Args: | |
| config (List[Dict[str, Any]]): list of dict like {str: Any}. each | |
| config dict has the structure like | |
| { | |
| "type": str, corresponding to the `_{:}_setup` methods of | |
| this class | |
| "parameters": dick like {str, Any} providing the keyword | |
| parameters | |
| } | |
| """ | |
| for cfg in config: | |
| config_type: str = cfg["type"] | |
| parameters: Dict[str, Any] = cfg["parameters"] | |
| setup_function: str = "_{:}_setup".format(config_type) | |
| if hasattr(self, setup_function): | |
| # Assumes all the setup the functions should follow this name | |
| # protocol | |
| # assert hasattr(self, setup_function), f'Setup controller cannot find init function {setup_function}' | |
| getattr(self, setup_function)(**parameters) | |
| logger.info("SETUP: %s(%s)", setup_function, str(parameters)) | |
| else: | |
| # customized setup functions | |
| setup_function: str = "{:}_setup".format(config_type) | |
| config_function = getattr(configs, setup_function, None) | |
| assert config_function is not None, f'Setup controller cannot find function {setup_function}' | |
| config_function(self, **parameters) | |
| logger.info("SETUP: %s(%s)", setup_function, str(parameters)) | |
| def _download_setup(self, files: List[Dict[str, str]]): | |
| """ | |
| Args: | |
| files (List[Dict[str, str]]): files to download. lisf of dict like | |
| { | |
| "url": str, the url to download | |
| "path": str, the path on the VM to store the downloaded file | |
| } | |
| """ | |
| for f in files: | |
| url: str = f["url"] | |
| path: str = f["path"] | |
| cache_path: str = os.path.join(self.cache_dir, "{:}_{:}".format( | |
| uuid.uuid5(uuid.NAMESPACE_URL, url), | |
| os.path.basename(path))) | |
| if not url or not path: | |
| raise Exception(f"Setup Download - Invalid URL ({url}) or path ({path}).") | |
| if not os.path.exists(cache_path): | |
| max_retries = 3 | |
| downloaded = False | |
| e = None | |
| for i in range(max_retries): | |
| try: | |
| response = requests.get(url, stream=True, timeout=10) | |
| response.raise_for_status() | |
| with open(cache_path, 'wb') as f: | |
| for chunk in response.iter_content(chunk_size=8192): | |
| if chunk: | |
| f.write(chunk) | |
| logger.info("File downloaded successfully") | |
| downloaded = True | |
| break | |
| except requests.RequestException as e: | |
| logger.error( | |
| f"Failed to download {url} caused by {e}. Retrying... ({max_retries - i - 1} attempts left)") | |
| if not downloaded: | |
| raise requests.RequestException(f"Failed to download {url}. No retries left. Error: {e}") | |
| shutil.copy(cache_path, os.path.join(self.mnt_dir, os.path.basename(path))) | |
| def _execute_setup(self, command: str): | |
| """ | |
| Args: | |
| command (List[str]): the command to execute on the VM | |
| """ | |
| cmd = ["sh", "-c", command] | |
| exit_code, output = self.container.exec_run(cmd) | |
| return output.decode("utf-8").strip() | |
| def _copy_all_subfiles_setup(self, dirs: List[str]): | |
| mnt_dir = self.mnt_dir | |
| for dir in dirs: | |
| # change the father directory to self.source_dir | |
| file_name = os.path.basename(dir) | |
| dir = os.path.join(self.source_dir, file_name) | |
| if os.path.isfile(dir): | |
| print(f"Warning: {dir} is a file, not a directory. Copying the file to {mnt_dir}.") | |
| shutil.copy2(dir, mnt_dir) | |
| elif os.path.isdir(dir): | |
| print(f"Copying all files in {dir} to {mnt_dir}.") | |
| shutil.copytree(dir, mnt_dir, dirs_exist_ok=True) | |
| else: | |
| print(f"Warning: {dir} is neither a file nor a directory.") | |
| return |