Pattern Findings

The scanner identified 1299 distinct pattern matches across 16 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Unused Imports954 hits · 928 pts

Severity	File	Line	Context
LOW	python/c4.py	2	CODE
LOW	python/c4.py	3	CODE
LOW	python/c4.py	12	CODE
LOW	python/c10.py	2	CODE
LOW	python/c10.py	10	CODE
LOW	python/c11.py	2	CODE
LOW	python/c11.py	10	CODE
LOW	python/c5.py	2	CODE
LOW	python/c5.py	3	CODE
LOW	python/c5.py	12	CODE
LOW	python/c5.py	702	CODE
LOW	python/happy_life.py	2	CODE
LOW	python/happy_life.py	3	CODE
LOW	python/extB.py	2	CODE
LOW	python/extB.py	7	CODE
LOW	python/extC.py	2	CODE
LOW	python/extC.py	7	CODE
LOW	python/c8.py	2	CODE
LOW	python/c8.py	10	CODE
LOW	python/c9.py	2	CODE
LOW	python/c9.py	9	CODE
LOW	python/extA.py	2	CODE
LOW	python/extA.py	7	CODE
LOW	python/c2.py	2	CODE
LOW	python/c2.py	20	CODE
LOW	python/c6.py	2	CODE
LOW	python/c6.py	3	CODE
LOW	python/c6.py	11	CODE
LOW	python/c7.py	2	CODE
LOW	python/c7.py	3	CODE
LOW	python/c7.py	11	CODE
LOW	python/c3.py	2	CODE
LOW	abupy_ui/widget_loop_back.py	2	CODE
LOW	abupy_ui/widget_loop_back.py	3	CODE
LOW	abupy_ui/widget_verify_tool.py	2	CODE
LOW	abupy_ui/widget_verify_tool.py	3	CODE
LOW	abupy_ui/widget_quant_tool.py	2	CODE
LOW	abupy_ui/widget_quant_tool.py	3	CODE
LOW	abupy_ui/widget_update_ui.py	2	CODE
LOW	abupy_ui/widget_update_ui.py	3	CODE
LOW	abupy_ui/widget_base.py	2	CODE
LOW	abupy_ui/widget_base.py	3	CODE
LOW	abupy_ui/widget_stock_info.py	2	CODE
LOW	abupy_ui/widget_stock_info.py	3	CODE
LOW	abupy/__init__.py	2	CODE
LOW	abupy/__init__.py	4	CODE
LOW	abupy/__init__.py	5	CODE
LOW	abupy/__init__.py	6	CODE
LOW	abupy/__init__.py	7	CODE
LOW	abupy/__init__.py	8	CODE
LOW	abupy/__init__.py	9	CODE
LOW	abupy/__init__.py	10	CODE
LOW	abupy/__init__.py	11	CODE
LOW	abupy/__init__.py	12	CODE
LOW	abupy/__init__.py	13	CODE
LOW	abupy/__init__.py	14	CODE
LOW	abupy/__init__.py	15	CODE
LOW	abupy/__init__.py	16	CODE
LOW	abupy/__init__.py	17	CODE
LOW	abupy/__init__.py	18	CODE
894 more matches not shown…

Empty Error Handlers29 hits · 145 pts

Severity	File	Line	Snippet	Context
HIGH	abupy/UtilBu/ABuFileUtil.py	333	except (AttributeError, TypeError):	CODE
HIGH	abupy/MarketBu/ABuDataCheck.py	35	except:	CODE
HIGH	abupy/MarketBu/ABuNetWork.py	47	except ReadTimeoutError:	CODE
HIGH	abupy/ExtBu/odict.py	19	except ImportError:	CODE
HIGH	abupy/ExtBu/odict.py	94	except AttributeError:	CODE
HIGH	abupy/ExtBu/funcsigs.py	79	except AttributeError:	CODE
HIGH	abupy/ExtBu/funcsigs.py	88	except AttributeError:	CODE
HIGH	abupy/ExtBu/funcsigs.py	419	except KeyError:	CODE
HIGH	abupy/ExtBu/futures/__init__.py	21	except ImportError:	CODE
HIGH	abupy/ExtBu/joblib/format_stack.py	132	except IndexError:	CODE
HIGH	abupy/ExtBu/joblib/format_stack.py	344	except AttributeError:	CODE
HIGH	abupy/ExtBu/joblib/format_stack.py	191	except OSError:	CODE
HIGH	abupy/ExtBu/joblib/format_stack.py	276	except (IndexError, UnicodeDecodeError, SyntaxError):	CODE
HIGH	abupy/ExtBu/joblib/format_stack.py	243	except IndexError:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	114	except KeyError:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	389	except:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	583	except TypeError:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	696	except OSError:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	729	except:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	193	except:	CODE
HIGH	abupy/ExtBu/joblib/memory.py	562	except TypeError:	CODE
HIGH	abupy/ExtBu/joblib/logger.py	125	except:	CODE
HIGH	abupy/ExtBu/joblib/logger.py	150	except:	CODE
HIGH	abupy/ExtBu/joblib/logger.py	119	except:	CODE
HIGH	abupy/ExtBu/joblib/logger.py	113	except:	CODE
HIGH	abupy/ExtBu/joblib/numpy_pickle_utils.py	617	except io.BlockingIOError:	CODE
HIGH	abupy/ExtBu/joblib/parallel.py	189	except AttributeError:	CODE
HIGH	abupy/CoreBu/ABuEnv.py	91	except:	CODE
HIGH	abupy/WidgetBu/ABuWGBase.py	35	except:	CODE

Hyper-Verbose Identifiers98 hits · 97 pts

Severity	File	Line	Snippet	Context
LOW	python/c10.py	59	def _gen_another_word_price_rule(yesterday_close, yesterday_volume,	CODE
LOW	python/c10.py	104	def change_real_to_another_word(symbol):	CODE
LOW	python/c10.py	559	def confusion_matrix_with_report(test_y, predictions):	CODE
LOW	python/stock_dream_ml.py	34	def _gen_another_word_price_rule(yesterday_close, yesterday_volume, bf_yesterday_close, bf_yesterday_volume,	CODE
LOW	python/stock_dream_ml.py	69	def change_real_to_another_word(symbol):	CODE
LOW	python/c6.py	628	def minimize_happiness_global(weights):	CODE
LOW	abupy/TLineBu/ABuTLine.py	311	def show_regress_trend_channel(self, step_x=1.0):	CODE
LOW	abupy/TLineBu/ABuTLine.py	428	def show_support_resistance_pos(self, best_poly=0, show=True):	CODE
LOW	abupy/TLineBu/ABuTLine.py	461	def show_support_resistance_select_k(self, best_poly=0, show=True):	CODE
LOW	abupy/TLineBu/ABuTLine.py	488	def show_support_resistance_trend(self, best_poly=0, only_last=False, plot_org=False, show=True, show_step=False):	CODE
LOW	abupy/TLineBu/ABuTLExecute.py	390	def select_k_support_resistance(support_resistance, thresh=0.06, label='', show=True):	CODE
LOW	abupy/TLineBu/ABuTLExecute.py	461	def support_resistance_predict(x, y, est, support_resistance, is_support, show=True):	CODE
LOW	abupy/TLineBu/ABuTLExecute.py	534	def plot_support_resistance_trend(x, y, trend_pos, label, only_last=False, plot_org=False, show=True):	CODE
LOW	abupy/CrawlBu/ABuXqCrawl.py	50	def __crawl_stock_info_parallel(market, symbols, process):	CODE
LOW	abupy/CrawlBu/ABuXqFile.py	84	def read_all_error_stock_info_symbol():	CODE
LOW	abupy/CrawlBu/ABuXqFile.py	109	def merge_stock_info_to_stock_list(market=('US', 'HK', 'CN')):	CODE
LOW	abupy/UtilBu/ABuStrUtil.py	56	def create_random_with_num_low(salt_count):	CODE
LOW	abupy/UtilBu/ABuDelegateUtil.py	20	def first_delegate_has_method(delegate, check_params=True):	CODE
LOW	abupy/UtilBu/ABuDelegateUtil.py	71	def replace_word_delegate_has_method(delegate, key_word, replace_word, check_params=True):	CODE
LOW	abupy/UtilBu/ABuStatsUtil.py	123	def euclidean_distance_matrix(df, scale_end=True, to_similar=False):	CODE
LOW	abupy/UtilBu/ABuStatsUtil.py	192	def manhattan_distance_matrix(df, scale_end=True, to_similar=False):	CODE
LOW	abupy/UtilBu/ABuDTUtil.py	205	def empty_wrapper_with_params(p_args, *p_kwargs):	CODE
LOW	abupy/MetricsBu/ABuGridHelper.py	125	def make_factor_param_pd_inner(p_x_pd):	CODE
LOW	abupy/MetricsBu/ABuGridSearch.py	181	def combine_same_factor_class(cls, factors):	CODE
LOW	abupy/MetricsBu/ABuGridSearch.py	247	def show_top_constraints_metrics(cls, constraints, scores, score_tuple_array, top_cnt=10):	CODE
LOW	abupy/MetricsBu/ABuMetricsFutures.py	90	def plot_sharp_volatility_cmp(self, only_info=False):	CODE
LOW	abupy/MetricsBu/ABuMetricsBase.py	369	def plot_sharp_volatility_cmp(self, only_info=False):	CODE
LOW	abupy/MetricsBu/ABuMetricsBase.py	505	def transform_to_full_rate_factor(self, read_cash=-1, kl_pd_manager=None, n_process_kl=ABuEnv.g_cpu_cnt,	CODE
LOW	abupy/MetricsBu/ABuCrossVal.py	253	def plot_all_cross_val_orders(self):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	142	def match_industries_factorize(match, market=None):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	208	def query_match_industries_df(match, market=None):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	233	def query_factorize_industry_df(factorize_arr, market=None):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	298	def query_factorize_industry_symbol(factorize, market=None):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	355	def query_match_industries_symbol(match, market=None):	CODE
LOW	abupy/MarketBu/ABuIndustries.py	388	def get_industries_panel_from_target(target_symbol, show=False, n_folds=2):	CODE
LOW	abupy/MarketBu/ABuSymbolPd.py	327	def check_symbol_in_local_csv(symbol):	CODE
LOW	abupy/MarketBu/ABuMarket.py	123	def choice_symbols_with_replace(count, market_symbols=None, market=None):	CODE
LOW	abupy/MarketBu/ABuMarket.py	340	def _do_market_train_test_split(n_folds=10, market_symbols=None, shuffle=True, market=None):	CODE
LOW	abupy/MarketBu/ABuMarket.py	416	def _all_us_symbol_deprecated(index=False):	CODE
LOW	abupy/MarketBu/ABuMarket.py	427	def _all_cn_symbol_deprecated(index=False):	CODE
LOW	abupy/MarketBu/ABuMarket.py	438	def _all_hk_symbol_deprecated(index=False):	CODE
LOW	abupy/ExtBu/futures/_base.py	153	def _create_and_install_waiters(fs, return_when):	CODE
LOW	abupy/ExtBu/futures/_base.py	463	def set_running_or_notify_cancel(self):	CODE
LOW	abupy/ExtBu/futures/process.py	297	def _start_queue_management_thread(self):	CODE
LOW	abupy/ExtBu/joblib/format_stack.py	98	def fix_frame_records_filenames(records):	CODE
LOW	abupy/ExtBu/joblib/memory.py	566	def _check_previous_func_code(self, stacklevel=2):	CODE
LOW	abupy/ExtBu/joblib/parallel.py	223	def register_parallel_backend(name, factory, make_default=False):	CODE
LOW	abupy/MLBu/ABuML.py	463	def cross_val_prob_accuracy_score(self, pb_threshold, cv=10, show=True, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	696	def cross_val_silhouette_score(self, cv=10, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	720	def cross_val_mean_squared_score(self, cv=10, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1200	def search_match_neg_threshold(self, accuracy_match=0, effect_rate_match=0, neg_num=50, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1244	def search_match_pos_threshold(self, accuracy_match=0, effect_rate_match=0, pos_num=50, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1538	def random_forest_classifier_best(self, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1565	def random_forest_regressor_best(self, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1647	def decision_tree_classifier_best(self, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1673	def decision_tree_regressor_best(self, **kwargs):	CODE
LOW	abupy/MLBu/ABuML.py	1725	def _confusion_matrix_with_report(self, y_true, y_predict, labels=None):	CODE
LOW	abupy/MLBu/ABuMLExecute.py	43	def run_silhouette_cv_estimator(estimator, x, n_folds=10):	CODE
LOW	abupy/MLBu/ABuMLGrid.py	151	def grid_search_mul_init_kwargs(estimator, x, y, param_grid, cv=10, n_jobs=-1, scoring=None, show=True):	CODE
LOW	abupy/MLBu/ABuMLGrid.py	256	def grid_search_init_n_estimators(estimator, x, y, n_estimators_range=None, cv=10, n_jobs=-1,	CODE
38 more matches not shown…

Deep Nesting78 hits · 78 pts

Severity	File	Line	Context
LOW	python/c7.py	406	CODE
LOW	python/c7.py	414	CODE
LOW	abupy/TLineBu/ABuTLVwap.py	33	CODE
LOW	abupy/TLineBu/ABuTLExecute.py	587	CODE
LOW	abupy/CrawlBu/ABuXqCrawlImp.py	237	CODE
LOW	abupy/CrawlBu/ABuXqCrawl.py	112	CODE
LOW	abupy/CrawlBu/ABuXqFile.py	109	CODE
LOW	abupy/UtilBu/ABuProgress.py	75	CODE
LOW	abupy/UtilBu/ABuProgress.py	259	CODE
LOW	abupy/UtilBu/ABuRegUtil.py	309	CODE
LOW	abupy/UtilBu/ABuDelegateUtil.py	71	CODE
LOW	abupy/UtilBu/ABuDelegateUtil.py	97	CODE
LOW	abupy/UtilBu/ABuDelegateUtil.py	99	CODE
LOW	abupy/UtilBu/ABuStatsUtil.py	321	CODE
LOW	abupy/UtilBu/ABuStatsUtil.py	328	CODE
LOW	abupy/UtilBu/ABuMd5.py	34	CODE
LOW	abupy/UtilBu/ABuFileUtil.py	122	CODE
LOW	abupy/UtilBu/ABuDTUtil.py	63	CODE
LOW	abupy/MetricsBu/ABuGridSearch.py	286	CODE
LOW	abupy/MarketBu/ABuDataFeed.py	268	CODE
LOW	abupy/MarketBu/ABuDataCheck.py	45	CODE
LOW	abupy/MarketBu/ABuDataCheck.py	110	CODE
LOW	abupy/MarketBu/ABuDataSource.py	100	CODE
LOW	abupy/MarketBu/ABuDataCache.py	64	CODE
LOW	abupy/MarketBu/ABuDataCache.py	246	CODE
LOW	abupy/MarketBu/ABuMarketDrawing.py	233	CODE
LOW	abupy/MarketBu/ABuSymbolStock.py	160	CODE
LOW	abupy/MarketBu/ABuSymbol.py	20	CODE
LOW	abupy/MarketBu/ABuSymbolPd.py	172	CODE
LOW	abupy/MarketBu/ABuSymbolPd.py	246	CODE
LOW	abupy/MarketBu/ABuMarket.py	201	CODE
LOW	abupy/MarketBu/ABuMarket.py	243	CODE
LOW	abupy/MarketBu/ABuNetWork.py	79	CODE
LOW	abupy/MarketBu/ABuNetWork.py	88	CODE
LOW	abupy/ExtBu/funcsigs.py	55	CODE
LOW	abupy/ExtBu/funcsigs.py	401	CODE
LOW	abupy/ExtBu/funcsigs.py	474	CODE
LOW	abupy/ExtBu/funcsigs.py	615	CODE
LOW	abupy/ExtBu/funcsigs.py	648	CODE
LOW	abupy/ExtBu/futures/_base.py	153	CODE
LOW	abupy/ExtBu/futures/_base.py	174	CODE
LOW	abupy/ExtBu/futures/_base.py	235	CODE
LOW	abupy/ExtBu/futures/process.py	174	CODE
LOW	abupy/ExtBu/joblib/disk.py	64	CODE
LOW	abupy/ExtBu/joblib/format_stack.py	42	CODE
LOW	abupy/ExtBu/joblib/format_stack.py	155	CODE
LOW	abupy/ExtBu/joblib/format_stack.py	184	CODE
LOW	abupy/ExtBu/joblib/func_inspect.py	207	CODE
LOW	abupy/ExtBu/joblib/logger.py	96	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	68	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	125	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	214	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	313	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	512	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle.py	352	CODE
LOW	abupy/ExtBu/joblib/numpy_pickle.py	529	CODE
LOW	abupy/ExtBu/joblib/pool.py	513	CODE
LOW	abupy/ExtBu/joblib/hashing.py	184	CODE
LOW	abupy/MLBu/ABuML.py	399	CODE
LOW	abupy/CoreBu/ABuStore.py	161	CODE
18 more matches not shown…

Cross-File Repetition13 hits · 65 pts

Severity	File	Snippet	Context
HIGH	abupy/UmpBu/ABuUmpBase.py	具体ump类关键字唯一名称，类方法，abstractmethod子类必须实现主要针对外部user设置自定义ump使用, 需要user自己保证class_unique_id的唯一性，内部不做检测具体使用见abuumpmanager中ext	STRING
HIGH	abupy/UmpBu/ABuUmpMainBase.py	具体ump类关键字唯一名称，类方法，abstractmethod子类必须实现主要针对外部user设置自定义ump使用, 需要user自己保证class_unique_id的唯一性，内部不做检测具体使用见abuumpmanager中ext	STRING
HIGH	abupy/UmpBu/ABuUmpEdgeBase.py	具体ump类关键字唯一名称，类方法，abstractmethod子类必须实现主要针对外部user设置自定义ump使用, 需要user自己保证class_unique_id的唯一性，内部不做检测具体使用见abuumpmanager中ext	STRING
HIGH	abupy/UmpBu/ABuUmpEdgeFull.py	内部类，只需要实现make_xy，且使用ump_edge_make_xy装饰在边裁__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_c	STRING
HIGH	abupy/UmpBu/ABuUmpEdgeMul.py	内部类，只需要实现make_xy，且使用ump_edge_make_xy装饰在边裁__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_c	STRING
HIGH	abupy/UmpBu/ABuUmpEdgeWave.py	内部类，只需要实现make_xy，且使用ump_edge_make_xy装饰在边裁__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_c	STRING
HIGH	abupy/UmpBu/ABuUmpEdgePrice.py	内部类，只需要实现make_xy，且使用ump_edge_make_xy装饰在边裁__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_c	STRING
HIGH	abupy/UmpBu/ABuUmpMainDeg.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING
HIGH	abupy/UmpBu/ABuUmpMainFull.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING
HIGH	abupy/UmpBu/ABuUmpMainMul.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING
HIGH	abupy/UmpBu/ABuUmpMainPrice.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING
HIGH	abupy/UmpBu/ABuUmpMainJump.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING
HIGH	abupy/UmpBu/ABuUmpMainWave.py	内部类，只需要实现make_xy，且使用ump_main_make_xy装饰在__init__中通过： self.fiter_cls = self.get_fiter_class() self.fiter = self.fiter_cls	STRING

Decorative Section Separators10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	abupy/ExtBu/joblib/memory.py	339	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	341	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	503	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	505	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	768	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	770	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	792	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	794	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	900	#-------------------------------------------------------------------------	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	902	#-------------------------------------------------------------------------	COMMENT

Excessive Try-Catch Wrapping27 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	python/c2.py	904	except Exception:	CODE
LOW	python/c3.py	42	except Exception as e:	CODE
LOW	abupy/CrawlBu/ABuXqCrawlImp.py	87	except Exception as e:	CODE
LOW	abupy/CrawlBu/ABuXqCrawlImp.py	291	except Exception as e:	CODE
LOW	abupy/UtilBu/ABuPlatform.py	72	except Exception as e:	CODE
LOW	abupy/UtilBu/ABuFileUtil.py	146	except Exception as e:	CODE
LOW	abupy/UtilBu/ABuDTUtil.py	165	except Exception as e:	CODE
LOW	abupy/UtilBu/ABuDTUtil.py	231	except Exception as e:	CODE
MEDIUM	abupy/UtilBu/ABuDTUtil.py	162	def wrapper(args, *kwargs):	CODE
MEDIUM	abupy/UtilBu/ABuDTUtil.py	228	def wrapper(args, *kwargs):	CODE
LOW	abupy/MarketBu/ABuDataSource.py	94	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuDataSource.py	200	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuMarketDrawing.py	93	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuMarketDrawing.py	297	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuDataParser.py	56	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuDataParser.py	352	except Exception as e:	CODE
MEDIUM	abupy/MarketBu/ABuDataParser.py	46	def wrapped(args, *kwargs):	CODE
LOW	abupy/MarketBu/ABuNetWork.py	50	except Exception as e:	CODE
LOW	abupy/MarketBu/ABuNetWork.py	71	except Exception as e:	CODE
LOW	abupy/ExtBu/futures/_base.py	301	except Exception:	CODE
LOW	abupy/ExtBu/joblib/memory.py	450	except Exception:	CODE
LOW	abupy/ExtBu/joblib/testing.py	43	except Exception as e:	CODE
LOW	abupy/MLBu/ABuMLBinsCs.py	90	except Exception:	CODE
LOW	abupy/CoreBu/ABuEnv.py	377	except Exception as e:	CODE
LOW	abupy/AlphaBu/ABuPickTimeExecute.py	121	except Exception as e:	CODE
LOW	abupy/TradeBu/ABuTradeDrawer.py	165	except Exception as e:	CODE
LOW	abupy/TradeBu/ABuTradeDrawer.py	183	except Exception as e:	CODE

Modern Structural Boilerplate29 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW	abupy/__init__.py	24	__all__ = ['AlphaBu', 'BetaBu', 'CheckBu', 'UmpBu', 'FactorSellBu', 'FactorSell', 'IndicatorBu', 'MarketBu', 'UtilBu',	CODE
LOW	abupy/TLineBu/__init__.py	5	__all__ = ['tl']	CODE
LOW	abupy/TLineBu/ABuTL.py	13	__all__ = [	CODE
LOW	abupy/IndicatorBu/__init__.py	5	__all__ = [	CODE
LOW	abupy/IndicatorBu/ABuND.py	9	__all__ = [	CODE
LOW	abupy/CheckBu/__init__.py	6	__all__ = [	CODE
LOW	abupy/UtilBu/__init__.py	19	__all__ = [	CODE
LOW	abupy/MetricsBu/__init__.py	13	__all__ = [	CODE
LOW	abupy/MarketBu/__init__.py	18	__all__ = [	CODE
LOW	abupy/ExtBu/funcsigs.py	20	__all__ = ['BoundArguments', 'Parameter', 'Signature', 'signature']	CODE
LOW	abupy/ExtBu/joblib/__init__.py	136	__all__ = ['Memory', 'MemorizedResult', 'PrintTime', 'Logger', 'hash', 'dump',	CODE
LOW	abupy/MLBu/__init__.py	11	__all__ = [	CODE
LOW	abupy/MLBu/ABuMLBinsCs.py	19	__all__ = ['show_orders_hist']	CODE
LOW	abupy/MLBu/ABuMLExecute.py	29	__all__ = [	CODE
LOW	abupy/MLBu/ABuMLGrid.py	21	__all__ = [	CODE
LOW	abupy/CoreBu/__init__.py	14	__all__ = [	CODE
LOW	abupy/FactorBuyBu/__init__.py	11	__all__ = [	CODE
LOW	abupy/BetaBu/__init__.py	10	__all__ = [	CODE
LOW	abupy/PickStockBu/__init__.py	10	__all__ = [	CODE
LOW	abupy/SlippageBu/__init__.py	10	__all__ = [	CODE
LOW	abupy/WidgetBu/__init__.py	13	__all__ = [	CODE
LOW	abupy/AlphaBu/__init__.py	16	__all__ = [	CODE
LOW	abupy/FactorSellBu/__init__.py	14	__all__ = [	CODE
LOW	abupy/UmpBu/__init__.py	22	__all__ = [	CODE
LOW	abupy/SimilarBu/__init__.py	8	__all__ = [	CODE
LOW	abupy/DLBu/__init__.py	7	__all__ = [	CODE
LOW	abupy/DLBu/ABuDLTVSplit.py	18	__all__ = ['train_val_split']	CODE
LOW	abupy/DLBu/ABuDLImgStd.py	22	__all__ = ['std_img_from_root_dir',	CODE
LOW	abupy/TradeBu/__init__.py	19	__all__ = [	CODE

Over-Commented Block25 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	python/c4.py	461	# sample_424_2()	COMMENT
LOW	python/c10.py	941	deg.cross_val_accuracy_score()	COMMENT
LOW	python/c10.py	961	# sample_1041()	COMMENT
LOW	python/c11.py	361	sample_111()	COMMENT
LOW	python/c5.py	741	# sample_533()	COMMENT
LOW	python/happy_life.py	101	# 每个类自定义这个追求的消耗生命常数，以及living_factor，比如	COMMENT
LOW	python/extB.py	221		COMMENT
LOW	python/c8.py	401	# sample_821_1()	COMMENT
LOW	python/c9.py	481	# sample_94_1()	COMMENT
LOW	python/extA.py	101	if __name__ == "__main__":	COMMENT
LOW	python/c2.py	901		COMMENT
LOW	python/c2.py	921	# sample_242()	COMMENT
LOW	python/c6.py	841	# sample_621_2()	COMMENT
LOW	python/c7.py	241	# expanding_max	COMMENT
LOW	python/c7.py	561		COMMENT
LOW	python/c3.py	421	_ = plt.hist(f1_moneys, bins=30)	COMMENT
LOW	abupy_ui/widget_base.py	41	# 这里sleep(0.3)防止有些版本clear_output把下面要展示的清除了，也不能使用clear_output的wait参数，有些浏览器卡死	COMMENT
LOW	abupy/ExtBu/six.py	1	"""Utilities for writing code that runs on Python 2 and 3"""	COMMENT
LOW	abupy/ExtBu/joblib/__init__.py	101		COMMENT
LOW	abupy/ExtBu/joblib/hashing.py	201	# Cater for non-single-segment arrays: this creates a	COMMENT
LOW	abupy/ExtBu/joblib/hashing.py	221	else:	COMMENT
LOW	abupy/ExtBu/empyrical/__init__.py	1	#	COMMENT
LOW	abupy/ExtBu/empyrical/utils.py	1	#	COMMENT
LOW	abupy/ExtBu/empyrical/stats.py	1	#	COMMENT
LOW	abupy/MLBu/ABuMLCreater.py	41	# from xgboost.sklearn import XGBRegressor as GBR	COMMENT

Docstring Block Structure5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	abupy/ExtBu/futures/_base.py	175	An iterator over the given futures that yields each as it completes. Args: fs: The sequence of Futures (pos	STRING
HIGH	abupy/ExtBu/futures/_base.py	380	Return the result of the call that the future represents. Args: timeout: The number of seconds to w	STRING
HIGH	abupy/ExtBu/futures/_base.py	411	Return a tuple of (exception, traceback) raised by the call that the future represents. Args:	STRING
HIGH	abupy/ExtBu/futures/_base.py	444	Return the exception raised by the call that the future represents. Args: timeout: The number of se	STRING
HIGH	abupy/ExtBu/futures/_base.py	553	Returns a iterator equivalent to map(fn, iter). Args: fn: A callable that will take as many argumen	STRING

AI Slop Vocabulary8 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	abupy/ExtBu/joblib/format_stack.py	43	"""Hopefully pretty robust repr equivalent."""	STRING
MEDIUM	abupy/ExtBu/joblib/memory.py	543	# file. This is bad practice, but joblib should be robust to bad	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	573	# also renders us robust to variations of the files when the	COMMENT
MEDIUM	abupy/ExtBu/joblib/memory.py	587	# Here, we go through some effort to be robust to dynamically	COMMENT
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	157	# Compatibility with old pickle mode: simply return the input	COMMENT
LOW	abupy/ExtBu/joblib/numpy_pickle_utils.py	184	# objects (GzipFile, BZ2File, LzmaFile), we simply return it.	COMMENT
MEDIUM	abupy/ExtBu/joblib/pool.py	283	# to 3.2. For Python 3.3+ leverage the new dispatch_table	COMMENT
LOW	abupy/ExtBu/joblib/pool.py	565	# We cannot just use from 'joblib.pool import delete_folder'	COMMENT

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	abupy/UtilBu/ABuWinUtil.py	182	# Create the Window.	COMMENT
MEDIUM	abupy/ExtBu/futures/_base.py	462	# The following methods should only be used by Executors and in tests.	COMMENT
MEDIUM	abupy/ExtBu/joblib/numpy_pickle.py	114	# This function is faster than the memory-intensive	COMMENT
MEDIUM	abupy/ExtBu/joblib/my_exceptions.py	64	# Create an exception inheriting from both JoblibException	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	abupy/RomDataBu/stock_code_us.txt	4968	us\|0\|PAC\|GRUPO AEROPORTUARIO DEL PACIFICO S.A.B. DE C.V. AMER DEP. SHARES (EACH REP. 10 SER B SHARES)\|GRUPOAEROPORTUARIO	CODE

Fake / Example Data9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	abupy/RomDataBu/hq_nav.txt	6761	sS'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	6772	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	6884	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	6895	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	7612	sS'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	7623	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	13407	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	13418	S'placeholder'	CODE
LOW	abupy/RomDataBu/hq_nav.txt	15771	sS'placeholder'	CODE

AI Structural Patterns8 hits · 8 pts

Severity	File	Line	Context
LOW	abupy/MarketBu/ABuSymbolPd.py	172	CODE
LOW	abupy/MarketBu/ABuSymbolPd.py	246	CODE
LOW	abupy/ExtBu/joblib/parallel.py	469	CODE
LOW	abupy/ExtBu/joblib/pool.py	513	CODE
LOW	abupy/CoreBu/ABuParallel.py	60	CODE
LOW	abupy/CoreBu/ABu.py	27	CODE
LOW	abupy/PickStockBu/ABuPickStockBase.py	28	CODE
LOW	abupy/SimilarBu/ABuSimilar.py	90	CODE

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	abupy/ExtBu/empyrical/_version.py	13	"error": null,	CODE

bbfamily/abu

Open-Source Code Quality, Security and Technical Debt Review

Risk Review · Payload v1

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings