language
string
code-snippit
string
instruction
string
flaws
list
flaw_count
int64
python
def _real_extract(self, url): video_id = self._match_id(url) webpage = self._download_webpage(url, video_id) entry_id = self._html_search_meta('entryId', webpage, 'entryId', fatal=True) video_info = self._download_json( f'https://learn.microsoft.com/api/video/public/v1/entri...
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[ { "issue": "```suggestion\r\n _VALID_URL = r'https?://learn\\.microsoft\\.com/(?:[\\w-]+/)?events/[\\w-]+/(?P<id>[^?#/]+)'\r\n```", "severity": "minor", "line": 26 } ]
1
python
return player_js_cache webpack_js_url = self._proto_relative_url(self._search_regex( r'<script src="((?:https?:)?//stc\.iqiyipic\.com/_next/static/chunks/webpack-\w+\.js)"', webpage, 'webpack URL')) webpack_js = self._download_webpage(webpack_js_url, video_id, note='Downloading webpack JS', ...
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[ { "issue": "If the other suggestion is applied, then we can just do this, no?\r\n```suggestion\r\n for module_index in reversed(webpack_map):\r\n real_module = replacement_map.get(module_index) or module_index \r\n module_js = self._download_webpage(\r\n f'https://stc...
1
python
def _real_extract(self, url): video_id = self._match_id(url) url, smuggled_data = unsmuggle_url(url, {}) impersonate = self._configuration_arg('impersonate', ['']) try: webpage = self._request_webpage(url, video_id, headers=filter_dict({ 'Accept-Encoding': 'id...
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[ { "issue": "We can use `traverse_obj` and its transformation syntax with `yt_dlp.utils.parse_qs` and other utils to reduce this to a couple lines of code:\r\n```suggestion\r\n m3u8_url = traverse_obj(iframe_url, (\r\n {parse_qs}, 'source', -1, {self._proto_relative_url}, {url_or_none}, {requir...
1
python
__slots__ = ('thread_id', 'thread_type', 'parent_id', 'guild_id', 'thread') def __init__(self, data: ThreadDeleteEvent) -> None: self.thread_id: int = int(data['id']) self.thread_type: ChannelType = try_enum(ChannelType, data['type']) self.guild_id: int = int(data['guild_id']) self....
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[ { "issue": "```suggestion\r\n The raw data given by the :ddocs:`gateway <topics/gateway#thread-members-update>`.\r\n```", "severity": "minor", "line": 26 } ]
1
python
model=self.model_name, instructions=instructions, parallel_tool_calls=model_settings.get('parallel_tool_calls', OMIT), tools=tools or OMIT, tool_choice=tool_choice or OMIT, max_output_tokens=model_settings.get('max_tokens', OMIT), ...
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[ { "issue": "needless comment, please remove", "severity": "minor", "line": 26 } ]
1
python
# Don't allow setting preferred border agent ID without setting # preferred extended address if preferred_border_agent_id is not None and preferred_extended_address is None: raise HomeAssistantError( "Must set preferred extended address with preferred border agent ID" ...
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[]
0
python
def extract_call_features( self, ph: ProcessHandle, th: ThreadHandle, ch: CallHandle ) -> Iterator[Tuple[Feature, Address]]: yield from capa.features.extractors.cape.call.extract_features(ph, th, ch) @classmethod def from_report(cls, report: Dict) -> "CapeExtractor": cr = CapeReport...
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[ { "issue": "such empty reports are fairly useless", "severity": "minor", "line": 26 } ]
1
python
# ] # /// from __future__ import annotations import argparse import ast import sys from pathlib import Path sys.path.insert(0, str(Path(__file__).parent.resolve())) from common_prek_utils import console def check_file_for_core_imports(file_path: Path) -> list[tuple[int, str]]: """Check file for airflow-core imp...
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[ { "issue": "Yep - look at our sphinx.ext code:\n\n```python\n if isinstance(node, (ast.Import, ast.ImportFrom)):\n for alias in node.names:\n module_prefix = f\"{node.module}.\" if hasattr(node, \"module\") and node.module else \"\"\n imports[alias.asname or alias...
1
python
return get_conv_template("vicuna_v1.1") def raise_warning_for_old_weights(self, model): if isinstance(model, LlamaForCausalLM) and model.model.vocab_size > 32000: warnings.warn( "\nYou are probably using the old Vicuna-v0 model, " "which will generate unexpected ...
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[]
0
python
'modified_date': str, 'thumbnail': r"re:http://i\d\.hdslb\.com/bfs/archive/14b83c62aa8871b79083df1e9ab4fbc699ad16fe\.jpg", 'view_count': int, 'like_count': int, }, 'playlist_mincount': 22, }, { 'url': 'https://www.bilibili.com/medialist/detail/ml1103407912...
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[ { "issue": "To go along with the suggestion for `BilibiliSpaceListBaseIE._get_entries()`:\r\n```suggestion\r\n entries = self._get_entries(self._download_json(\r\n f'https://api.bilibili.com/x/v3/fav/resource/ids?media_id={fid}',\r\n fid, note='Download favlist entries'), 'data')\r\...
1
python
@staticmethod def get_impl_cls() -> type["FlashAttnMLAImpl"]: return FlashAttnMLAImpl @classmethod def supports_compute_capability(cls, capability: DeviceCapability) -> bool: return capability.major == 9 @classmethod def supports_combination( cls, head_size: int, ...
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[ { "issue": "I don't think we even need this because we removed it completely from the layer, right?", "severity": "minor", "line": 26 } ]
1
python
"""Test vacuum clean_area action.""" # Fetch translations await async_setup_component(hass, "homeassistant", {}) entity_id = "vacuum.mock_vacuum" state = hass.states.get(entity_id) assert state # Verify CLEAN_AREA feature is supported # Get the entity component to access entity componen...
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[ { "issue": "Call the service action instead.", "severity": "minor", "line": 26 } ]
1
python
def _real_extract(self, url): video_uuid = self._match_id(url) metadata = self._download_json(self._VIDEO_METADATA_URL % video_uuid, video_uuid) video_id = None title = None for section in metadata.get('sections', {}): if section.get('type') == 'Player': ...
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[ { "issue": "And then we can inline the metadata extraction \r\n```suggestion\r\n return self.url_result(\r\n self._BC_URL_TMPL.format(brightcove_video_id), BrightcoveNewIE, brightcove_video_id,\r\n url_transparent=True,\r\n **traverse_obj(metadata, ('sections', lambda _, ...
1
python
# listsinceblock(nodes1_last_blockhash) should now include tx as seen from nodes[0] # and return the block height which listsinceblock now exposes since a5e7795. transactions = self.nodes[0].listsinceblock(nodes1_last_blockhash)['transactions'] found = next(tx for tx in transactions if tx['txid'...
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[ { "issue": "nit:\r\n\r\nThis `self.nodes[0].blocks_path / \"blk...\" / ...` is a [`Path`](https://docs.python.org/3/library/pathlib.html) so you don't need to `import os` to call `os.rename` to rename it, you can instead:\r\n\r\n```suggestion\r\n (self.nodes[0].blocks_path / \"blk00000.dat\").rename(\"bl...
1
python
break else: logger.warning( f"Failed to find interface name between {node_i.node_id} and {node_j.node_id}" ) raise ValueError( "Current ibv backend requires all-to-all rdma connections" ) return matr...
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[ { "issue": "This was a little hacky to return `is_thunderbolt` here. Might consider refactoring (could return the connection objects instead for example.", "severity": "major", "line": 26 } ]
1
python
}), ) user_has_subscription = self._search_regex( r'user_has_subscription:\s*["\'](.+?)["\']', response, 'subscription status', default='none', ) if user_has_subscription.lower() == 'true': return elif user_has_subscription.lower() == 'false': ...
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[ { "issue": "```suggestion\r\n webpage = self._download_webpage(url, display_id)\r\n if '<div id=\"watch-unauthorized\"' in webpage:\r\n if self._get_cookies('https://www.softwhiteunderbelly.com').get('_session'):\r\n raise ExtractorError('This account is not subscribed to...
1
python
local_cpu_backend=local_cpu_backend, loop=loop, ) # Add to storage backends storage_backends[storage_plugin] = backend_instance logger.info(f"Created dynamic backend: {storage_plugin}") except Exception as e: logger.error(f"Failed to ...
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[]
0
python
) ), vol.Optional(CONF_UNITS, default=METRIC_UNITS): SelectSelector( SelectSelectorConfig( options=UNITS, mode=SelectSelectorMode.DROPDOWN, translation_key=CONF_UNITS, sort=True, ) ), vol.Optional(CON...
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[ { "issue": "If value can be negative, I think you want `allow_negative` option set?\n\nhttps://www.home-assistant.io/docs/blueprint/selectors/#allow_negative", "severity": "minor", "line": 26 } ]
1
python
self.write_debug(e, only_once=True) else: self.report_warning( 'Cannot decrypt nsig without player_url: Some formats may be missing', video_id=video_id, only_once=True) continue tbr = flo...
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[ { "issue": "```suggestion\r\n pot_policy, fmt[STREAMING_DATA_IS_PREMIUM_SUBSCRIBER],\r\n fmt[STREAMING_DATA_PLAYER_TOKEN_PROVIDED]))\r\n```", "severity": "minor", "line": 26 } ]
1
python
sparklines=sparklines, formulas=formulas, ) # normalise cell refs (eg: "B3" => (2,1)) and establish table start/finish, # accounting for potential presence/absence of headers and a totals row. table_start = ( xl_cell_to_rowcol(position) if isinstance(position, st...
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[ { "issue": "The frame may not be too large - it may be output somewhere on the sheet where it won't fit; let's tweak the message like so, to include the position, dimensions, and use the established max Excel row/col variables:\r\n```suggestion\r\n msg = f\"writing {df.height}x{df.width} frame at {po...
1
python
types.TextContent( type="text", text=text, ) ] @mcp.tool( name="save_interaction", description="Logs user-agent interactions and query-answer pairs" ) async def save_interaction(data: str) -> list: """ Transform and save a user-agent interaction into structured knowledg...
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[ { "issue": "Is this something that cursor will call and provide interactions between user and cursor?\r\nWe also collect the search history in our system, not sure if that can be useful.", "severity": "minor", "line": 26 } ]
1
python
first_asset_auto_close_date = assets[0].auto_close_date def initialize(context): pass def handle_data(context, data): # The only order we place in this test should never be filled. assert ( context.portfolio.cash == context.portfolio.starting_cash ...
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[ { "issue": "This might be more clear as `self.trading_calendar.next_session(first_asset_auto_close_date)`.", "severity": "minor", "line": 26 } ]
1
python
'unicode_escape').split('=')[-1] self._downloader.cookiejar.clear(domain='.google.com', path='/', name='NID') return { 'id': video_id, 'title': title, 'thumbnail': 'https://drive.google.com/thumbnail?id=' + video_id, 'duration': int_or_none(get_value('le...
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[ { "issue": "Add a test with non-piracy content!", "severity": "minor", "line": 26 } ]
1
python
# patch. @patch("pathlib.Path.is_file", MagicMock(return_value=False)) def test_st_Page_throws_error_if_path_is_invalid(): with pytest.raises(StreamlitAPIException) as e: st.Page("nonexistent.py") assert ( str(e.value) == "Unable to create Page. The file `nonexistent.py` could not be fou...
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[ { "issue": "`@patch(\"pathlib.Path.is_file\", ...)` looks unnecessary here because the test passes a callable (`lambda: None`) to `st.Page`, so the `Path.is_file()` branch isn’t exercised. Removing the patch would reduce test noise.", "severity": "minor", "line": 26 } ]
1
python
] def __init__(self, *args, **kwargs): super().__init__(settings.METRICS_SERVICE_DISPATCHER, *args, **kwargs) class CallbackReceiverMetrics(Metrics): METRICSLIST = [ SetIntM('callback_receiver_events_queue_size_redis', 'Current number of events in redis queue'), IntM('callback_receive...
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[ { "issue": "is there any reason we can't get metrics via dispatcherctl? seems unix socket might be more reliable / robust than http server", "severity": "minor", "line": 26 } ]
1
python
info_dict = { 'id': video_id, 'title': post_json.get('summary') or (blog if api_only else self._html_search_regex( r'(?s)<title>(?P<title>.*?)(?: \| Tumblr)?</title>', webpage, 'title', default=blog)), 'description': description, 'uploader_id': uploader_id...
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[ { "issue": "I think we can do this, and reduce indentation below\r\n```suggestion\r\n for video_json in traverse_obj(content_json, lambda _, v: v['type'] in ('video', 'audio')):\r\n```", "severity": "minor", "line": 26 } ]
1
python
estimator, X_grid, response_method=prediction_method, pos_label=class_of_interest, return_response_method_used=True, ) except ValueError as exc: if "is not a valid label" in str(exc): # re-raise a more inform...
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[ { "issue": "I had to move inferring `n_classes` up here before the `response` reshaping, so that `type_of_target` works properly.", "severity": "minor", "line": 26 } ]
1
python
'url': 'https://livestreamfails.com/clip/139200', 'md5': '8a03aea1a46e94a05af6410337463102', 'info_dict': { 'id': '139200', 'ext': 'mp4', 'display_id': 'ConcernedLitigiousSalmonPeteZaroll-O8yo9W2L8OZEKhV2', 'title': 'Streamer jumps off a trampoline at full...
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[ { "issue": "```suggestion\r\n 'thumbnail': format_field(api_response, 'imageId', 'https://livestreamfails-image-prod.b-cdn.net/image/%s')\r\n```", "severity": "critical", "line": 26 } ]
1
python
"Cannot compile forward without an existing cache with Hybrid, as `torch._dynamo.mark_static_address` " "is a forbidden call." ) model = model_class(config) sub_models_supporting_sdpa = [ module._supports_sdpa for name, module...
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[ { "issue": "fixes failures observed in https://huggingface.co/datasets/hf-internal-testing/transformers_daily_ci/raw/3fed21c3fdb63a1b19d6030d493139a947135fd3/2026-01-06/ci_results_run_models_gpu/new_failures_with_bad_commit_grouped_by_authors.json", "severity": "critical", "line": 26 } ]
1
python
headers=headers, payload=payload, keep_url_fragment=keep_url_fragment, use_extended_unique_key=use_extended_unique_key, ) if always_enqueue: unique_key = f'{unique_key}_{crypto_random_object_id()}' id = id or unique_key_to_request_id(unique_key) ...
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[ { "issue": "I think it would be better to put this under `crawlee_data`.", "severity": "minor", "line": 26 } ]
1
python
if not order_field: continue # No 'admin_order_field', skip it if isinstance(order_field, OrderBy): if pfx == "-": order_field = order_field.copy() order_field.reverse_ordering() ...
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[ { "issue": "Sorry, I intended for the comments from the above deleted block to travel together with the code they describe to their new home in query.py.", "severity": "minor", "line": 26 } ]
1
python
np.array(tensor.int32_data, dtype=np.int32) .view(np.uint32) .astype(np.uint8) .view(np_dtype) .reshape(dims) ) if tensor_dtype in { onnx.TensorProto.UINT4, onnx.TensorProto.INT4, onnx.TensorProto.FLOAT4E2M1, }: data = ( ...
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[ { "issue": "For this to be more robust, we may need to check the current byte order of the array. For example, what happens if the array is already in small endian on a big endian system?", "severity": "minor", "line": 26 } ]
1
python
webpage = self._download_webpage(self._TEMPLATE_URL % (scheme, uid, playlist_id), playlist_id, note='Download album page for %s' % playlist_id, errnote='Unable to get album info') title = self._html_search_regex(r'<h1 class="titl...
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[ { "issue": "use `self._proto_relative_url` to set the scheme and drop self.scheme", "severity": "minor", "line": 26 } ]
1
python
import contextlib import itertools import sys import traceback import types import unittest import warnings from test import support from test.support import import_helper, swap_attr _testinternalcapi = import_helper.import_module('_testinternalcapi') _interpreters = import_helper.import_module('_interpreters') from ...
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[ { "issue": "Nitpick: I would not mix a submodule import with other data import. Since you already imported `support`, why not use `support.swap_attr`?", "severity": "minor", "line": 10 } ]
1
python
def async_manage_coiot_unconfigured_issue( hass: HomeAssistant, entry: ShellyConfigEntry, ) -> None: """Manage the CoIoT unconfigured issue.""" issue_id = COIOT_UNCONFIGURED_ISSUE_ID.format(unique=entry.unique_id) if TYPE_CHECKING: assert entry.runtime_data.block is not None device = e...
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[ { "issue": "We need to filter the model here so we don't create the issue at first place.\r\nI think it also worth adding a test for this specific case afterwards.", "severity": "minor", "line": 26 } ]
1
python
timestamp = datetime.utcnow().replace(microsecond=0) for package in packages_for_platform(platform): if path.isdir(package): continue if not path.isfile(package): print("Could not find package for {} at {}".format(platform, package), file=sys.stderr) ...
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[ { "issue": "`--target` is a rust target triple in all our other commands. Maybe we should just make it a positional parameter? Or something like `--new-version`?", "severity": "minor", "line": 26 } ]
1
python
**kwargs, ) -> None: """Initialize a RayWorkerGroup. Args: resource_pool: Resource pool for worker allocation ray_cls_with_init: Class with initialization arguments for workers bin_pack: Whether to use strict bin packing for resource allocation name_p...
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[ { "issue": "```suggestion\n self.device_name = kwargs.get(\"device_name\", \"cuda\") if not is_torch_npu_available() else \"npu\"\n```", "severity": "minor", "line": 26 } ]
1
python
dark: Self | None = None, ) -> Self: """Returns one of two colors, light or dark (by default white or black), that contrasts with the current color (depending on its luminance). This is typically used to set text in a contrasting color that ensures it is readable against a background...
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[ { "issue": "We should use the exisisting ManimColor constants for black and white; they can be accessed by adding a local import in the method (not at the top of the file, to avoid introducing an import loop):\r\n\r\n```suggestion\r\n from manim.utils.color.manim_colors import WHITE, BLACK\r\n\r\n ...
1
python
'http://api.m.afreecatv.com/catchstory/a/view', video_id, headers={'Referer': url}, query={'aStoryListIdx': '', 'nStoryIdx': video_id}).get('data', []) entries = [] for story in data: if story.get('story_type') != 'catch': break for catch in story.get(...
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[ { "issue": "- avoid append loops for entries, use a generator/PagedList when possible\r\n- we can use traversal to filter for what we need, check value types, and transform values\r\n- `write_timestamp` is found in `catch`, not `file`\r\n- `duration` is in milliseconds, we need to convert\r\n- the URLs are m3u8...
1
python
"vid": "10CF", }, { "domain": "velbus", "pid": "0518", "vid": "10CF", }, { "description": "*2652*", "domain": "zha", "pid": "EA60", "vid": "10C4", }, { "description": "*slzb-07*", "domain": "zha", "pid": "EA60", ...
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[]
0
python
from abc import ABC, abstractmethod from typing import TYPE_CHECKING if TYPE_CHECKING: from crawlee.configuration import Configuration from crawlee.storage_clients._base import StorageClient from crawlee.storage_clients.models import _StorageMetadata class Storage(ABC): """Base class for storages."""...
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[ { "issue": "This is public property, that returns private type. I guess we should expose `_StorageMetadata` if we use it as type hint for public property now.", "severity": "minor", "line": 26 } ]
1
python
""" Make sure a link is fully quoted. For example, if ' ' occurs in the URL, it will be replaced with "%20", and without double-quoting other characters. """ # Split the URL into parts according to the general structure # `scheme://netloc/path?query#fragment`. result = urllib.parse.urlsplit(...
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[ { "issue": "@ichard26 I was indeed confused, thanks for the clarification.\r\n\r\nMaybe a simpler comment like this would have helped my distracted self. What do you think?\r\n\r\n```suggestion\r\ndef _absolute_link_url(base_url: str, url: str) -> str:\r\n \"\"\"A faster implementation of urlib.parse.urljoin...
1
python
class WASDTVRecordIE(WASDTVBaseIE): IE_NAME = 'wasdtv:record' _VALID_URL = r'https?://wasd\.tv/[^/#?]+/videos\?record=(?P<id>\d+)$' _TESTS = [{ 'url': 'https://wasd.tv/spacemita/videos?record=907755', 'md5': 'c9899dd85be4cc997816ff9f9ca516ce', 'info_dict': { 'id': '906825...
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[ { "issue": "```suggestion\r\n return self._fetch(\r\n f'v2/media-containers/{container_id}', container_id, 'media container')\r\n```", "severity": "minor", "line": 26 } ]
1
python
return notch_min, notch_max # output is a list of dicts bxpstats = [] # convert X to a list of lists X = _reshape_2D(X, "X") ncols = len(X) if labels is None: labels = itertools.repeat(None) elif len(labels) != ncols: raise ValueError("Dimensions of labels and X must be co...
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[]
0
python
return {} def encode(self, prompt: str) -> List[int]: # `encode` should only be used for prompt completion # it should never be used for chat_completion. # For chat completion use `apply_chat_template` return self.tokenizer.encode(prompt, bos=True, eos=False) def apply_chat_tem...
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[ { "issue": "```suggestion\r\n return \"\".join(\r\n t for t in tokens\r\n if t not in self.tokenizer._all_special_tokens\r\n )\r\n```\r\n\r\n`str.join` works on iterables so we can avoid iterating through it twice.", "severity": "minor", "line": 26 }...
1
python
"long": long and { "interval": long["interval"], }, } callback_map[callback_id] = { "inputs": callback_spec["inputs"], "state": callback_spec["state"], "outputs_indices": outputs_indices, "inputs_state_indices": inputs_state_indices, "long": l...
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[]
0
python
_testcapi.function_set_closure(function_without_closure, 1) self.assertIsNone(function_without_closure.__closure__) # no change # NOTE: this works, but goes against the docs: _testcapi.function_set_closure(function_without_closure, (1, 2)) self.assertEqual( _testcapi.functi...
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[ { "issue": "I don't think that these tests are worth it.", "severity": "minor", "line": 26 } ]
1
python
def get_scenarios( cycle: Optional[Cycle] = None, tag: Optional[str] = None, sorted: Optional[bool] = False, sort_key: Optional[Literal["name", "id", "creation_date", "tags"]] = "name", ) -> List[Scenario]: """Retrieve a list of existing scenarios filtered by cycle or tag. This function allows ...
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[ { "issue": "I would not explain the sorting order here. If necessary, I think we can explain it right at the `sort_key` param description.", "severity": "minor", "line": 26 } ]
1
python
) # test that a tag can be added if it has ',' in it TagDAO.create_custom_tagged_objects( object_type=ObjectType.dashboard.name, object_id=1, tag_names=["example,tag,1"], ) # test that a tag can be added if it has a valid name TagDAO.create_c...
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[ { "issue": "are we able to also validate that there's no duplicated tags? or tags association?", "severity": "major", "line": 26 } ]
1
python
from functools import partial, wraps import shutil import contextlib from tempfile import mkdtemp, mkstemp from unittest.case import SkipTest from warnings import WarningMessage import pprint import sysconfig import concurrent.futures import threading import importlib.metadata import numpy as np from numpy._core impor...
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[ { "issue": "Argh, I'm really sorry for not realizing this until now, but it turns out that `np.testing._private.utils.memusage` is re-exported in *the public NumPy API* as `np.testing.memusage`:\r\n\r\n```\r\nIn [1]: import numpy as np\r\n\r\nIn [2]: np.testing.memusage\r\nOut[2]: <function numpy.testing._priva...
1
python
'description': 'md5:1218e575eeaff75f48ed978261fa2068', }, 'playlist_mincount': 200, }] _PAGE_SIZE = 30 def _real_extract(self, url): podcast_id = self._match_id(url) webpage = self._download_webpage(url, podcast_id, fatal=False) metadata = self._extract_metadata(we...
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[ { "issue": "```suggestion\r\n self.url_result(\r\n f'https://tunein.com/podcasts/{podcast_id}?topicId={episode[\"GuideId\"][1:]}',\r\n TuneInPodcastEpisodeIE, title=episode.get('Title'))\r\n```", "severity": "minor", "line": 26 } ]
1
python
from .common import InfoExtractor class MuxStreamNewIE(InfoExtractor): IE_NAME = 'stream.new' _VALID_URL = r'https?://(?:stream\.new/v|player\.mux\.com)/(?P<id>[A-Za-z0-9-]+)' _EMBED_REGEX = [r'<iframe\b[^>]+\bsrc=["\'](?P<url>(?:https?:)?//(?:stream\.new/v|player\.mux\.com)/(?P<id>[A-Za-z0-9-]+))'] _...
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[ { "issue": "I would expand the embed detection to detect `<mux-player>` web components like used here https://muxvideo.2coders.com/download/ (please also add as a test)\r\n```suggestion\r\n @classmethod\r\n def _extract_embed_urls(cls, url, webpage):\r\n yield from super()._extract_embed_urls(url, ...
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python
return sk_confusion_matrix(y_true=sk_target, y_pred=sk_preds, normalize=normalize) def _multilabel_sk_metric(preds, target, normalize=None): sk_preds = preds.view(-1).numpy() sk_target = target.view(-1).numpy() return sk_confusion_matrix(y_true=sk_target, y_pred=sk_preds, normalize=normalize) def _mult...
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python
'url': 'https://krimi.iprima.cz/mraz-0/sebevrazdy', 'only_matching': True, }, { 'url': 'https://cool.iprima.cz/derava-silnice-nevadi', 'only_matching': True, }, { 'url': 'https://love.iprima.cz/laska-az-za-hrob/slib-dany-bratrovi', 'only_matching': True, }] def _...
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[ { "issue": "```suggestion\r\n data=json.dumps({\r\n 'email': username,\r\n 'password': password,\r\n 'deviceName': 'Windows Chrome',\r\n }).encode(), headers={'content-type': 'application/json'})\r\n```", "severity": "minor", "line": 26 ...
1
python
# Remove the pipelines subdirectories, if Viz - also "reporting" folder pipelines_to_remove = ["data_science", "data_processing"] + (["reporting"] if is_viz else []) pipelines_path = current_dir / f"src/{python_package_name}/pipelines/" for pipeline_subdir in pipelines_to_remove: _remove_dir(pipeli...
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[ { "issue": "you are removing version on the end, is it ok?", "severity": "minor", "line": 26 } ]
1
python
return self._numba_apply(sliding_var, engine_kwargs, ddof=ddof) window_func = partial(window_aggregations.roll_var, ddof=ddof) return self._apply( window_func, name="var", numeric_only=numeric_only, ) def skew(self, numeric_only: bool = False): wi...
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0
python
from .parquet import parquet from .spark import spark from .sql import sql # noqa F401 from .text import text def _hash_python_lines(lines: List[str]) -> str: filtered_lines = [] for line in lines: line = re.sub(r"#.*", "", line) # remove comments if line: filtered_lines.append(l...
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[ { "issue": "I think you can remove this\r\n\r\n```suggestion\r\n```\r\n\r\nThe packaged modules listed are are to be used with `load_dataset`. But I don't think we should recommend/implement something like\r\n```python\r\nload_dataset(\"spark\", df=df)\r\n```\r\nespecially given that `load_dataset` returns a di...
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python
context={"source": config_entries.SOURCE_SSDP}, data=data_entry_flow.BaseServiceInfo(), ) result = await hass.config_entries.flow.async_configure( result["flow_id"], user_input={}, ) assert result["type"] == data_entry_flow.FlowResultType.FORM assert result["step_id"] == "p...
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[ { "issue": "Can we test a successful error lookup too?", "severity": "minor", "line": 26 } ]
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python
po_token_strs = self._configuration_arg('po_token', [], ie_key=YoutubeIE, casesense=True) for token_str in po_token_strs: po_token_client, sep, po_token = token_str.partition('+') if not sep: self.report_warning('Invalid po_token configuration format. Expected "client+po_...
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[ { "issue": "```suggestion\r\n f'You may need to pass a Data Sync ID with --extractor-args \"youtube:data_sync_id=XXX\"')\r\n```", "severity": "major", "line": 26 } ]
1
python
sections: list[PEFileSection] = [] class ElfFileSectionHeader(BaseModel): sh_name: str sh_addr: int class ElfFileSection(BaseModel): header: ElfFileSectionHeader """ class ElfFileHeader(BaseModel): file_class: str endianness: str file_type: str architecture: str architecture_human_...
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[ { "issue": "incidentally, is this the correct way to set the default value, particularly as a list? i see this pattern used throughout the file.\r\n\r\nmy worry is that the default value `= []` uses the same instance of a mutable list, rather than copies of it. sorta like when you have a kwarg parameter `def fo...
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python
nxt_delim, pos = _next_delim(path) token, path = ( path[: pos if pos != -1 else len(path)], path[pos if pos != -1 else len(path) :], ) if token == "": return None # empty identifier is invalid tokens.append((delim, token)) return tokens def pars...
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python
display_id = self._match_id(url) webpage = self._download_webpage(url, display_id) iframe_url = self._search_regex( r'<iframe[^>]+src=["\'](https?://app\.arkengine\.com/embed/[^"\']+)', webpage, 'iframe URL') video_id = self._search_regex( r'embed/([a-zA-Z0-9...
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[ { "issue": "`_parse_html5_media_entries` takes on most processing\r\n```suggestion\r\n return {\r\n 'id': display_id,\r\n **traverse_obj(webpage, {\r\n 'title': ({find_element(cls='section-header')}, {clean_html}),\r\n 'description': ({find_element(cls=...
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python
DATA_PARAMETER_PLACEHOLDER **kwargs All other keyword arguments are passed to `.Axes.fill_between`. The following parameters additionally accept a sequence of values corresponding to the *y* datasets: *edgecolor(s)*, *facecolor(s)*, *linewidth(s)*, *linestyle(s)*. ...
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[ { "issue": "Unsure whether to do this or to remove *hatch* from the named parameters.", "severity": "minor", "line": 26 } ]
1
python
tokens.append(f"[name={self.name}]", style="underline") return tokens classes = _ClassesDescriptor() """CSS class names for this node.""" @property def pseudo_classes(self) -> frozenset[str]: """A (frozen) set of all pseudo classes.""" return frozenset(self.get_pseudo_classes()...
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0
python
class BackgroundRectanglesExample(Scene): def construct(self): background= Rectangle().scale(3.2) background.set_fill(opacity=.5) background.set_color([TEAL, RED, YELLOW]) self.add(background) m0 = Matrix([[12, -30], [-1, 15]], ...
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[ { "issue": "it's not technically a VMobject but a class type, maybe typehint as ``typing.Type[MathTex]`` ?", "severity": "minor", "line": 26 } ]
1
python
return series def get_longest_back_rolling(self): if self.N == 0: return np.inf return self.feature.get_longest_back_rolling() + self.N def get_extended_window_size(self): if self.N == 0: get_module_logger(self.__class__.__name__).warning("The Ref(ATTR, 0) will ...
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python
ANIMATION_SPEED = 8.0 class Toggle(Widget): def __init__(self, initial_state=False): super().__init__() self._state = initial_state self._enabled = True self._progress = 1.0 if initial_state else 0.0 self._target = self._progress def set_rect(self, rect: rl.Rectangle): self._rect = rl.Rec...
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python
""" if expr.is_number: if expr.as_real_imag()[1]: return False return test_closed_group(expr, assumptions, Q.rational) @RationalPredicate.register(Pow) def _(expr, assumptions): """ * Rational ** Integer -> Rational * Irrational ** Rational -> Irrational * Rational **...
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[ { "issue": "I think it would make more sense to check if the base was zero before checking it was rational. That way, if it was zero, you wouldn't need to waste time checking if it was rational.", "severity": "minor", "line": 26 } ]
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python
data_e_f = vector_store.search( k=2, return_tensors=["id", "text"], filter=filter_fn, ) assert len(data_e_f["text"]) == 1 assert ( sum([tensor in data_e_f.keys() for tensor in vector_store.dataset.tensors]) == 2 ) # One for each return_tensors assert len(data_e_f.key...
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[ { "issue": "shouldn't you just change this to \"tensor_db\"?", "severity": "minor", "line": 26 } ]
1
python
"""A pyglet-based interactive 3D scene viewer.""" import copy import os import shutil import sys import time import threading from threading import Event, RLock, Semaphore, Thread import imageio import numpy as np import OpenGL from OpenGL.GL import * import genesis as gs from genesis.ext.pyrender.interaction.viewer...
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[ { "issue": "But not for this one of course", "severity": "minor", "line": 17 } ]
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python
if ( self._paused_speech and (timeout := self._session.options.false_interruption_timeout) is not None ): # schedule a resume timer when user stops speaking self._start_false_interruption_timer(timeout) def on_vad_inference_done(self, ev: vad.VADEvent) -> Non...
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[ { "issue": "I think the first condition makes sense, but the second may still cause the issue that the VAD interrupts stt committed speech?", "severity": "minor", "line": 26 } ]
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python
``ctx``, to represent the :class:`.Context`. """ return True @_cog_special_method def bot_check(self, ctx: Context[BotT]) -> bool: """A special method that registers as a :meth:`.Bot.check` check. This function **can** be a coroutine and must take a sole parameter, ...
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[ { "issue": "This PR is failing because `BotT` doesn't quite match `ClientT` so you'll have to use the latter.", "severity": "critical", "line": 26 } ]
1
python
# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project from collections.abc import Set as AbstractSet from dataclasses import replace from itertools import product from vllm.config import CUDAGraphMode, VllmConfig from vllm.forward_context import BatchDescriptor from...
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[ { "issue": "This duplicates the list from `CUDAGraphMode.valid_runtime_modes` -- maybe we move this definition to `compilation.py` and update `valid_runtime_modes` to use that too so we have a single source of truth?\r\n\r\nI also think `valid_runtime_modes`, as written, should really be called `is_valid_runtim...
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python
import importlib import os import shutil import sys import unittest from pathlib import Path sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) TEST_DATA_DIR = Path(os.path.dirname(os.path.abspath(__file__)), 'testdata') sys.path.append(str(TEST_DATA_DIR)) importlib.invalidate_caches() fr...
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[ { "issue": "```suggestion\r\nfrom yt_dlp import Config\r\nfrom yt_dlp.plugins import PACKAGE_NAME, directories, load_plugins\r\n```", "severity": "minor", "line": 13 } ]
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python
(?P<server>https?://{_INSTANCES_RE})/s/ (?P<id>[\w\-\.]+)''' _TESTS = [ { 'url': 'https://ruhr-uni-bochum.sciebo.de/s/wWhqZzh9jTumVFN', 'info_dict': { 'id': 'wWhqZzh9jTumVFN', 'ext': 'mp4', 'title': 'CmvpJST.mp4', }...
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[ { "issue": "```suggestion\r\n title = hidden_inputs.get('filename')\r\n```", "severity": "minor", "line": 26 } ]
1
python
batch = _examples_to_batch(examples) if self.features: # `IterableDataset` automatically fills missing columns with None. # This is done with `_apply_feature_types_on_batch`. batch = _apply_feature_types_on_batch(batch, self.features, token_per_repo_id=self._t...
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[ { "issue": "Nit (to be aligned with the other docstring; also you forgot to add a blank space after `split` and before `(`):\r\n```suggestion\r\n split ([`NamedSplit`], defaults to `Split.TRAIN`)\r\n```", "severity": "minor", "line": 26 } ]
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python
converted_model = self._converted( graph, helper.make_operatorsetid("", from_opset), to_opset ) assert len(converted_model.graph.node) == 2 assert converted_model.graph.node[0].op_type == "Constant" assert converted_model.graph.node[1].op_type == "Upsample" assert le...
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0
python
return False, status_key_occurrences return True, None def distance_transform_edt( img: NdarrayOrTensor, sampling: None | float | list[float] = None, return_distances: bool = True, return_indices: bool = False, distances: NdarrayOrTensor | None = None, indices: NdarrayOrTensor | None = Non...
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[ { "issue": "And this should be (num_channels, H[, W [, D ]]) right? Since we only support up to 3D images.", "severity": "minor", "line": 26 } ]
1
python
"""Issue an estimator specific warning when vcomp and mkl are both present This method is called by `_check_mkl_vcomp`. """ def _check_mkl_vcomp(self, X, n_samples): """Check when vcomp and mkl are both present""" # The BLAS call inside a prange in lloyd_iter_chunked_dense is known...
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[ { "issue": "Let's call it `n_centroids` like in `_init_centroids`", "severity": "minor", "line": 26 } ]
1
python
return TErr("StringMerger does NOT merge multiline strings.") num_of_strings += 1 prefix = get_string_prefix(leaf.value) if "r" in prefix: return TErr("StringMerger does NOT merge raw strings.") set_of_prefixes.add(prefix) if id(leaf) in lin...
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python
}, ( { CONF_RECOMMENDED: False, CONF_PROMPT: "Speak like a pirate", }, { CONF_TEMPERATURE: 0.8, CONF_CHAT_MODEL: "gpt-5", CONF_TOP_P: 0.9, C...
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python
'withSuperFollowsTweetFields': True, 'withSuperFollowsUserFields': True, 'withV2Timeline': True, 'withVoice': True, }, 'features': { 'graphql_is_translatable_rweb_tweet_is_translatable_enabled': False, 'interactive_t...
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[ { "issue": "```suggestion\r\n self.write_debug(f'Using GraphQL API (Auth = {self.is_logged_in})')\r\n```", "severity": "critical", "line": 26 } ]
1
python
@staticmethod def _decrypt_url_params(audio_info): def char_code_at(s: str, n: int) -> int: return ord(s[n]) if n < len(s) else 0 def decrypt(e: str, t: list) -> str: r = list(range(256)) a = 0 s = '' for o in range(256): ...
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[ { "issue": "Can't we just iterate over the chars?\r\n```suggestion\r\n for char in key:\r\n```", "severity": "minor", "line": 26 } ]
1
python
return torch.cat((cls_token.expand(inputs.shape[0], -1, -1), inputs), dim=1) @basic_unit class AbsPosEmbed(nn.Module): """ Add absolute position embedding on patch embedding. """ def __init__(self, length: int, embed_dim: int): super().__init__() self.pos_embed = nn.Parameter(torch.zeros(1,...
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python
f"a key and a value separated by `:` or `=`." ) key = items[0].strip() if not key: ctx.fail( f"Invalid format of `{param.name}` option: Parameter key " f"cannot be an empty string." ) dot_list.append(item) conf = OmegaConf.f...
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[ { "issue": "This should be plural `load_versions` now right?\r\n```suggestion\r\n f\"Expected the form of 'load_versions' to be \"\r\n```", "severity": "minor", "line": 26 } ]
1
python
from .common import InfoExtractor from ..utils import ( int_or_none, traverse_obj, unified_timestamp, url_or_none, OnDemandPagedList, ) class YappyIE(InfoExtractor): _VALID_URL = r'https?://yappy\.media/video/(?P<id>\w+)' _TESTS = [{ 'url': 'https://yappy.media/video/47fea6d8586f48...
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[ { "issue": "move `OnDemandPagedList` to the top of utils imports\r\nsort classes before functions, then sort alphabetically (or just use `isort`)", "severity": "minor", "line": 7 } ]
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python
'upload_date': '20250323', 'episode': 'DEx 08x30 Rostros del mal: Los asesinos en serie que aterrorizaron España', 'duration': 11837, 'tags': ['españa', 'asesinos en serie', 'arropiero', 'historia criminal', 'mataviejas'], }, }, { 'url': 'https://go.ivoox.com/rf/1...
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[ { "issue": "2nd traversal is already branching and will return a `list` so we don't need `all`\r\n```suggestion\r\n download_paths = {\r\n traverse_obj(direct_download, ('data', 'downloadUrl', {str})),\r\n *traverse_obj(data, (('downloadUrl', 'mediaUrl'), {str})),\r\n }\r\n``...
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python
- ``target`` (long tensor): ``(N,)`` or ``(N, ...)`` (multioutput) In the case of multioutput, as default the variances will be uniformly averaged over the additional dimensions. Please see argument `multioutput` for changing this behavior. Args: multioutput: Defines aggregation in...
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[ { "issue": "```suggestion\r\n If ``multioutput`` is not one of ``\"raw_values\"``, ``\"uniform_average\"`` or ``\"variance_weighted\"``.\r\n```", "severity": "minor", "line": 26 } ]
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python
from homeassistant.helpers.selector import ( NumberSelector, NumberSelectorConfig, NumberSelectorMode, ) from homeassistant.helpers.update_coordinator import UpdateFailed from .const import ( ATTR_LIMIT, CONNECTIONS_COUNT, CONNECTIONS_MAX, DOMAIN, SERVICE_FETCH_CONNECTIONS, ) from .coor...
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python
error_var, f"Sequence {name} is not available in Scenario {entity_id}.", ) return _GuiCoreContext.__assign_var(state, error_var, "") except Exception as e: _GuiCoreContext.__assign_var(st...
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[ { "issue": "```suggestion\r\n f\"{'Sequence' if sequence else 'Scenario'} {sequence or scenario_id} is not submittable: \"\r\n```", "severity": "minor", "line": 26 } ]
1
python
# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license in https://github.com/pytorch/torchtune/blob/main/LICENSE import logging import torch logger = logging.getLogger(__name__) def is_torch_npu_available() -> bool: """Check the ...
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[ { "issue": "Don't use global variable. Try add a function", "severity": "minor", "line": 26 } ]
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python
class SnowflakeCallersRightsConnection(SnowflakeConnection): """A caller's rights connection to Snowflake using the Snowflake Connector for Python. This will only work when running on Snowpark Container Services or another compatible platform. See ``BaseSnowflakeConnection`` for complete docs. """...
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[ { "issue": "Consider stripping whitespace from the token file contents in `_read_token_file`. Token files may contain trailing newlines or whitespace that could result in malformed authentication tokens when concatenated. Use `return token_file.read().strip()` to ensure clean token values.\n```suggestion\n ...
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python
class TestFixedQuad: def test_scalar(self): n = 4 expected = 1/(2*n) got, _ = fixed_quad(lambda x: x**(2*n - 1), 0, 1, n=n) # quadrature exact for this input assert_allclose(got, expected, rtol=1e-12) def test_vector(self): n = 4 p = np.arange(1, 2*n) ...
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[ { "issue": "```suggestion\r\n x = np.arange(2**4+1)\r\n y = np.cos(0.2*x)\r\n val = romb(xp.asarray(y, dtype=xp.float64))\r\n```", "severity": "minor", "line": 26 } ]
1
python
import json import os import random import pandas as pd # Read the CSV file into a pandas DataFrame. The CSV file was downloaded from Kaggle, and the source is linked in the README. CURRENT_DIR = os.path.dirname(__file__) # Gets directory path of the current python module df = pd.read_csv(os.path.join(CURRENT_DIR, ...
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[ { "issue": "you can also do something like\r\n`df[\"Title\"].apply(lambda x: \"\".join(x.splitlines()).strip())`\r\nbut it's fine", "severity": "minor", "line": 21 } ]
1
python
if mm_inputs: pattern = "(<image>./</image>)" image_sizes = mm_inputs["image_sizes"] for index, message in enumerate(messages): text = message["content"] image_tags = re.findall(pattern, text) text_chunks = text.split(pattern) ...
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0
python
myst_url_schemes = { "https": None, "http": None, "mailto": None, "client": { "url": "/reference/ui/client/{{path}}.html#{{fragment}}", "title": "{{path}}", "classes": ["pre"], }, "controller": { "url": "/reference/ui/client/classes/controllers_{{path}}.{{path}}.h...
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0
python
for face in face_coords: face_group.add(Polygon(*face, **self.faces_config)) return face_group def update_faces(self, m): face_coords = self.extract_face_coords() new_faces = self.create_faces(face_coords) self.faces.match_points(new_faces) def extract_face_coords(s...
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[ { "issue": "```suggestion\r\n edge_length\r\n```", "severity": "minor", "line": 26 } ]
1
python
if f.get('vcodec') != 'none' and not f.get('dynamic_range'): f['dynamic_range'] = tag_dict.get('dynamic_range') if f.get('acodec') != 'none' and not f.get('audio_channels'): f['audio_channels'] = { 'stereo': 2, 'dolb...
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[ { "issue": "```suggestion\r\n 'release_year': int_or_none(video_data.get('year')),\r\n```", "severity": "minor", "line": 26 } ]
1
python
if backend != BACKEND_VIV: logger.debug("skipping library code matching: only supported by the vivisect backend") return [] if input_format != FORMAT_PE: logger.debug("skipping library code matching: signatures only supports PE files") return [] try: if args.is_default_...
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[ { "issue": "let's move this outside of the try block, otherwise looks great", "severity": "major", "line": 26 } ]
1
python
(server_spans, client_spans, internal_spans) = partition_spans_by_kind( client_traces ) assert len(server_spans) == 11 assert len(client_spans) == 11 assert len(internal_spans) == 4 services = get_services(jaeger_port) expected_services = [ 'executor0/shard-0/rep-0', 'ex...
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0