xming521/WeClone

Pattern Findings

69 matches across 6 categories. Click a row to expand file-level details.

Excessive Try-Catch Wrapping21 hits · 21 pts

Severity	File	Line	Snippet
LOW	tests/test_full_pipe.py	256	except Exception as e:
LOW	tests/test_full_pipe.py	317	except Exception as e:
LOW	weclone/cli.py	218	except Exception as e:
LOW	weclone/cli.py	243	except Exception as e:
LOW	weclone/cli.py	260	except Exception as e:
LOW	weclone/core/PII/pii_detector.py	235	except Exception as e:
LOW	weclone/core/inference/online_infer.py	123	except Exception as e:
LOW	weclone/core/inference/online_infer.py	144	except Exception as e:
LOW	weclone/core/inference/offline_infer.py	74	except Exception as e:
LOW	weclone/utils/config.py	30	except Exception as e:
LOW	weclone/utils/config.py	43	except Exception as e:
LOW	weclone/utils/log.py	122	except Exception as e:
LOW	weclone/utils/retry.py	65	except Exception as e:
LOW	weclone/utils/retry.py	112	except Exception as e:
LOW	weclone/eval/cli_demo.py	26	except Exception:
LOW	weclone/data/utils.py	32	except Exception as e:
LOW	weclone/data/utils.py	107	except Exception as e:
LOW	weclone/data/qa_generator.py	204	except Exception as e:
LOW	weclone/data/clean/strategies.py	67	except Exception as e:
LOW	weclone/data/clean/strategies.py	202	except Exception as e:
LOW	weclone/data/chat_parsers/telegram_parser.py	129	except Exception as e:

Deep Nesting16 hits · 16 pts

Severity	File	Line
LOW	tests/test_PII.py	31
LOW	weclone/core/inference/online_infer.py	84
LOW	weclone/core/inference/offline_infer.py	48
LOW	weclone/utils/config.py	61
LOW	weclone/utils/retry.py	9
LOW	weclone/utils/retry.py	36
LOW	weclone/utils/retry.py	38
LOW	weclone/data/utils.py	53
LOW	weclone/data/qa_generator.py	32
LOW	weclone/data/qa_generator.py	228
LOW	weclone/data/qa_generator.py	437
LOW	weclone/data/qa_generator.py	586
LOW	weclone/data/clean/strategies.py	78
LOW	weclone/data/clean/strategies.py	158
LOW	weclone/data/chat_parsers/telegram_parser.py	38
LOW	weclone/data/chat_parsers/telegram_parser.py	96

Unused Imports13 hits · 13 pts

Severity	File	Line
LOW	tests/test_PII.py	2
LOW	tests/test_PII.py	3
LOW	tests/test_PII.py	10
LOW	tests/test_PII.py	20
LOW	tests/test_PII.py	21
LOW	tests/test_full_pipe.py	1
LOW	tests/test_full_pipe.py	7
LOW	tests/test_full_pipe.py	7
LOW	tests/test_full_pipe.py	8
LOW	weclone/core/PII/__init__.py	1
LOW	weclone/core/PII/__init__.py	1
LOW	weclone/core/PII/__init__.py	1
LOW	weclone/eval/cli_demo.py	10

Hyper-Verbose Identifiers12 hits · 12 pts

Severity	File	Line	Snippet
LOW	tests/test_full_pipe.py	300	def test_full_pipeline_for_config(config_file):
LOW	weclone/core/inference/offline_infer.py	24	def _make_guided_decoding_params(json_schema: dict, disable_any_whitespace: bool = True):
LOW	weclone/core/inference/offline_infer.py	48	def parse_guided_decoding_results(
LOW	weclone/utils/config.py	50	def _flatten_quantization_args(train_sft_args) -> dict:
LOW	weclone/utils/config.py	61	def create_config_by_arg_type(arg_type: str, wc_config: WcConfig) -> BaseModel:
LOW	weclone/utils/config.py	111	def process_config_dict_and_argv(arg_type: str, config_pydantic: BaseModel) -> None:
LOW	weclone/utils/log.py	110	def configure_log_level_from_config():
LOW	weclone/data/utils.py	53	def _process_images_in_parallel(self, qa_list):
LOW	weclone/data/qa_generator.py	31	class DataProcessor:
LOW	weclone/data/qa_generator.py	160	def _execute_length_cdf_script(self):
LOW	weclone/data/qa_generator.py	437	def group_consecutive_messages(self, messages: List[ChatMessage]) -> List[ChatMessage]:
LOW	weclone/data/chat_parsers/telegram_parser.py	38	def get_message_type_and_content(self, message: Dict) -> tuple[str, str, str, bool]:

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet
LOW	tests/test_full_pipe.py	230	# Check if blocked_words filtering is working correctly
LOW	tests/test_full_pipe.py	238	# Check if <image> tags count is correct for Qwen2.5-VL.jsonc config
LOW	weclone/utils/i18n.py	23	# Check if all lists have the same length

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet
LOW	.pre-commit-config.yaml	41
LOW	weclone/utils/length_cdf.py	1	# Copyright 2025 the LlamaFactory team.
LOW	weclone/prompts/clean_data.py	41	# 重要考量:
LOW	weclone/prompts/clean_data.py	61