Static code analysis - Githubissues

met flake8 src/ krijg je dit:
./src/hff_predictor/main_prediction.py:3:1: F401 'hff_predictor.io.dates as gf' imported but unused
./src/hff_predictor/main_prediction.py:88:1: W293 blank line contains whitespace
./src/hff_predictor/test.py:32:9: F821 undefined name 'data_prep_wrapper'
./src/hff_predictor/test.py:111:30: F821 undefined name 'levels'
./src/hff_predictor/main_evaluation.py:3:1: F401 'hff_predictor.io.dates as gf' imported but unused
./src/hff_predictor/main_evaluation.py:4:1: F401 'hff_predictor.generic.files' imported but unused
./src/hff_predictor/main_evaluation.py:11:1: C901 'If 11' is too complex (17)
./src/hff_predictor/main_evaluation.py:30:18: F821 undefined name 'pars'
./src/hff_predictor/main_evaluation.py:31:32: F821 undefined name 'pars'
./src/hff_predictor/main_evaluation.py:64:5: F811 redefinition of unused 'get_predictions' from line 46
./src/hff_predictor/main_evaluation.py:85:9: F841 local variable 'bootstraps_total' is assigned to but never used
./src/hff_predictor/features/create.py:35:5: F841 local variable 'products_p_su_t' is assigned to but never used
./src/hff_predictor/features/create.py:40:5: F841 local variable 'products_p_su_ce' is assigned to but never used
./src/hff_predictor/features/create.py:381:17: E741 ambiguous variable name 'l'
./src/hff_predictor/features/create.py:439:5: F841 local variable 'weather_features' is assigned to but never used
./src/hff_predictor/features/create.py:440:5: F841 local variable 'holiday_features' is assigned to but never used
./src/hff_predictor/features/create.py:441:5: F841 local variable 'covid_features' is assigned to but never used
./src/hff_predictor/predict/ols.py:4:1: F401 'hff_predictor.io.dates as gf' imported but unused
./src/hff_predictor/predict/setup.py:199:5: F841 local variable 'inactive_products_t' is assigned to but never used
./src/hff_predictor/predict/make.py:1:1: F401 'datetime' imported but unused
./src/hff_predictor/predict/make.py:248:5: F841 local variable 'all_los_predictions' is assigned to but never used
./src/hff_predictor/predict/make.py:249:5: F841 local variable 'all_hos_predictions' is assigned to but never used
./src/hff_predictor/predict/make.py:312:5: F841 local variable 'all_products_act' is assigned to but never used
./src/hff_predictor/predict/make.py:314:5: F841 local variable 'is_performance1' is assigned to but never used
./src/hff_predictor/predict/make.py:316:5: F841 local variable 'date_to_predict' is assigned to but never used
./src/hff_predictor/predict/make.py:317:5: F841 local variable 'prediction_window' is assigned to but never used
./src/hff_predictor/predict/make.py:318:5: F841 local variable 'train_obs' is assigned to but never used
./src/hff_predictor/predict/make.py:319:5: F841 local variable 'difference' is assigned to but never used
./src/hff_predictor/predict/make.py:320:5: F841 local variable 'lags' is assigned to but never used
./src/hff_predictor/predict/make.py:321:5: F841 local variable 'order_data' is assigned to but never used
./src/hff_predictor/predict/make.py:322:5: F841 local variable 'weather_data' is assigned to but never used
./src/hff_predictor/predict/make.py:323:5: F841 local variable 'product_data' is assigned to but never used
./src/hff_predictor/predict/make.py:324:5: F841 local variable 'model_type' is assigned to but never used
./src/hff_predictor/predict/make.py:325:5: F841 local variable 'feature_threshold' is assigned to but never used
./src/hff_predictor/predict/make.py:326:5: F841 local variable 'bootstrap_iter' is assigned to but never used
./src/hff_predictor/predict/make.py:328:5: F841 local variable 'test' is assigned to but never used
./src/hff_predictor/predict/make.py:343:5: F841 local variable 'test2' is assigned to but never used
./src/hff_predictor/model/fit.py:60:5: F841 local variable 'season_break_cols' is assigned to but never used
./src/hff_predictor/model/fit.py:339:5: F841 local variable 'num_samples' is assigned to but never used
./src/hff_predictor/model/fit.py:342:5: F841 local variable 'Y' is assigned to but never used
./src/hff_predictor/model/fit.py:343:5: F841 local variable 'Y_ar' is assigned to but never used
./src/hff_predictor/model/fit.py:344:5: F841 local variable 'X_exog' is assigned to but never used
./src/hff_predictor/model/fit.py:346:5: F841 local variable 'model' is assigned to but never used
./src/hff_predictor/model/fit.py:348:5: F841 local variable 'Yp_ar_m' is assigned to but never used
./src/hff_predictor/model/fit.py:349:5: F841 local variable 'Yp_ar_nm' is assigned to but never used
./src/hff_predictor/model/fit.py:350:5: F841 local variable 'Xp_exog' is assigned to but never used
./src/hff_predictor/model/fit.py:352:5: F841 local variable 'Yf_ar_opt' is assigned to but never used
./src/hff_predictor/model/fit.py:352:17: F821 undefined name 'ar_f'
./src/hff_predictor/model/fit.py:353:5: F841 local variable 'Yf_exog_opt' is assigned to but never used
./src/hff_predictor/model/fit.py:353:19: F821 undefined name 'exog_f'
./src/hff_predictor/model/fit.py:354:5: F841 local variable 'fitted_models' is assigned to but never used
./src/hff_predictor/model/fit.py:354:21: F821 undefined name 'model_fits'
./src/hff_predictor/model/fit.py:355:5: F841 local variable 'find_comparable_model' is assigned to but never used
./src/hff_predictor/model/fit.py:356:5: F841 local variable 'prediction_window' is assigned to but never used
./src/hff_predictor/model/fit.py:358:5: F841 local variable 'Y_org' is assigned to but never used
./src/hff_predictor/model/fit.py:359:5: F841 local variable 'Yar_org' is assigned to but never used
./src/hff_predictor/model/fit.py:360:5: F841 local variable 'X_org' is assigned to but never used
./src/hff_predictor/evaluation/descriptive_analysis.py:122:9: E741 ambiguous variable name 'l'
./src/hff_predictor/evaluation/descriptive_analysis.py:166:13: E741 ambiguous variable name 'l'
./src/hff_predictor/evaluation/descriptive_analysis.py:174:45: F821 undefined name 'pre_corona'
./src/hff_predictor/evaluation/descriptive_analysis.py:175:46: F821 undefined name 'post_corona'
./src/hff_predictor/evaluation/descriptive_analysis.py:206:5: F841 local variable 'y' is assigned to but never used
./src/hff_predictor/evaluation/descriptive_analysis.py:214:5: F841 local variable 'y_sum' is assigned to but never used
./src/hff_predictor/evaluation/descriptive_analysis.py:219:5: F841 local variable 'dependent_variable' is assigned to but never used
./src/hff_predictor/evaluation/descriptive_analysis.py:220:5: F841 local variable 'exog_features' is assigned to but never used
./src/hff_predictor/evaluation/prediction.py:229:5: F841 local variable 'all_products_act' is assigned to but never used
./src/hff_predictor/generic/files.py:2:1: S403 Consider possible security implications associated with pickle module.
./src/hff_predictor/generic/files.py:27:1: S301 Pickle and modules that wrap it can be unsafe when used to deserialize untrusted data, possible security issue.
./src/hff_predictor/generic/files.py:47:22: W605 invalid escape sequence '\{'
./src/hff_predictor/validation/check_statistical_properties.py:59:1: C901 'If 59' is too complex (13)
cvletter / hff-prediction

Static code analysis #2
