2022-06-21 22:25:24,031:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:25:24,031:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:25:24,032:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:25:24,032:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:25:35,916:INFO:PyCaret ClassificationExperiment 2022-06-21 22:25:35,917:INFO:Logging name: clf-default-name 2022-06-21 22:25:35,917:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:25:35,918:INFO:version 3.0.0.rc1 2022-06-21 22:25:35,918:INFO:Initializing setup() 2022-06-21 22:25:35,918:INFO:self.USI: 3c1e 2022-06-21 22:25:35,919:INFO:self.variable_keys: {'memory', 'y_train', 'pipeline', 'exp_name_log', 'logging_param', '_all_metrics', 'log_plots_param', 'data', 'variable_keys', '_all_models_internal', 'X_test', 'fold_groups_param', '_available_plots', 'X', 'y', 'gpu_param', 'master_model_container', 'USI', 'n_jobs_param', 'exp_id', 'fold_generator', '_gpu_n_jobs_param', '_all_models', 'y_test', 'html_param', 'target_param', 'seed', '_ml_usecase', 'X_train', '_is_multiclass', 'fold_shuffle_param', 'display_container', 'fix_imbalance', 'idx'} 2022-06-21 22:25:35,919:INFO:Checking environment 2022-06-21 22:25:35,920:INFO:python_version: 3.9.7 2022-06-21 22:25:35,921:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:25:35,921:INFO:machine: x86_64 2022-06-21 22:25:35,931:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:25:35,933:INFO:Memory: svmem(total=8230690816, available=1963393024, percent=76.1, used=5059284992, free=214081536, active=1849659392, inactive=5028847616, buffers=153317376, cached=2804006912, shared=877924352, slab=372043776) 2022-06-21 22:25:35,935:INFO:Physical Core: 2 2022-06-21 22:25:35,935:INFO:Logical Core: 4 2022-06-21 22:25:35,935:INFO:Checking libraries 2022-06-21 22:25:35,936:INFO: System: 2022-06-21 22:25:35,936:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:25:35,937:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:25:35,937:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:25:35,938:INFO: PyCaret required dependencies: 2022-06-21 22:25:37,765:INFO: pip: 22.1.2 2022-06-21 22:25:37,766:INFO: setuptools: 58.0.4 2022-06-21 22:25:37,766:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:25:37,766:INFO: ipython: Not installed 2022-06-21 22:25:37,766:INFO: ipywidgets: 7.6.5 2022-06-21 22:25:37,767:INFO: tqdm: 4.62.3 2022-06-21 22:25:37,767:INFO: numpy: 1.21.5 2022-06-21 22:25:37,767:INFO: pandas: 1.3.5 2022-06-21 22:25:37,767:INFO: jinja2: 3.0.3 2022-06-21 22:25:37,768:INFO: scipy: 1.7.1 2022-06-21 22:25:37,768:INFO: joblib: 1.1.0 2022-06-21 22:25:37,768:INFO: sklearn: 1.1.1 2022-06-21 22:25:37,768:INFO: pyod: Installed but version unavailable 2022-06-21 22:25:37,769:INFO: imblearn: 0.9.1 2022-06-21 22:25:37,769:INFO: category_encoders: 2.5.0 2022-06-21 22:25:37,769:INFO: lightgbm: 3.2.1 2022-06-21 22:25:37,769:INFO: numba: 0.55.2 2022-06-21 22:25:37,769:INFO: requests: 2.27.1 2022-06-21 22:25:37,769:INFO: matplotlib: 3.4.3 2022-06-21 22:25:37,770:INFO: scikitplot: 0.3.7 2022-06-21 22:25:37,770:INFO: yellowbrick: 1.4 2022-06-21 22:25:37,770:INFO: plotly: 5.5.0 2022-06-21 22:25:37,770:INFO: kaleido: 0.2.1 2022-06-21 22:25:37,770:INFO: statsmodels: 0.12.2 2022-06-21 22:25:37,771:INFO: sktime: 0.11.4 2022-06-21 22:25:37,771:INFO: tbats: Installed but version unavailable 2022-06-21 22:25:37,771:INFO: pmdarima: 1.8.5 2022-06-21 22:25:37,771:INFO: psutil: 5.9.0 2022-06-21 22:25:37,771:INFO: PyCaret optional dependencies: 2022-06-21 22:25:40,248:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:25:40,284:INFO:PyCaret ClassificationExperiment 2022-06-21 22:25:40,294:INFO:Logging name: clf-default-name 2022-06-21 22:25:40,298:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:25:40,306:INFO:version 3.0.0.rc1 2022-06-21 22:25:40,307:INFO:Initializing setup() 2022-06-21 22:25:40,308:INFO:self.USI: e1a0 2022-06-21 22:25:40,308:INFO:self.variable_keys: {'memory', 'y_train', 'pipeline', 'exp_name_log', 'logging_param', '_all_metrics', 'log_plots_param', 'data', 'variable_keys', '_all_models_internal', 'X_test', 'fold_groups_param', '_available_plots', 'X', 'y', 'gpu_param', 'master_model_container', 'USI', 'n_jobs_param', 'exp_id', 'fold_generator', '_gpu_n_jobs_param', '_all_models', 'y_test', 'html_param', 'target_param', 'seed', '_ml_usecase', 'X_train', '_is_multiclass', 'fold_shuffle_param', 'display_container', 'fix_imbalance', 'idx'} 2022-06-21 22:25:40,309:INFO:Checking environment 2022-06-21 22:25:40,309:INFO:python_version: 3.9.7 2022-06-21 22:25:40,310:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:25:40,311:INFO:machine: x86_64 2022-06-21 22:25:40,312:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:25:40,312:INFO:Memory: svmem(total=8230690816, available=1970171904, percent=76.1, used=5097017344, free=197443584, active=1878450176, inactive=5068771328, buffers=158642176, cached=2777587712, shared=850194432, slab=371965952) 2022-06-21 22:25:40,314:INFO:Physical Core: 2 2022-06-21 22:25:40,317:INFO:Logical Core: 4 2022-06-21 22:25:40,318:INFO:Checking libraries 2022-06-21 22:25:40,320:INFO: System: 2022-06-21 22:25:40,321:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:25:40,322:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:25:40,323:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:25:40,327:INFO: PyCaret required dependencies: 2022-06-21 22:25:40,330:INFO: pip: 22.1.2 2022-06-21 22:25:40,330:INFO: setuptools: 58.0.4 2022-06-21 22:25:40,330:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:25:40,331:INFO: ipython: Not installed 2022-06-21 22:25:40,331:INFO: ipywidgets: 7.6.5 2022-06-21 22:25:40,331:INFO: tqdm: 4.62.3 2022-06-21 22:25:40,331:INFO: numpy: 1.21.5 2022-06-21 22:25:40,331:INFO: pandas: 1.3.5 2022-06-21 22:25:40,331:INFO: jinja2: 3.0.3 2022-06-21 22:25:40,331:INFO: scipy: 1.7.1 2022-06-21 22:25:40,331:INFO: joblib: 1.1.0 2022-06-21 22:25:40,331:INFO: sklearn: 1.1.1 2022-06-21 22:25:40,331:INFO: pyod: Installed but version unavailable 2022-06-21 22:25:40,331:INFO: imblearn: 0.9.1 2022-06-21 22:25:40,332:INFO: category_encoders: 2.5.0 2022-06-21 22:25:40,335:INFO: lightgbm: 3.2.1 2022-06-21 22:25:40,338:INFO: numba: 0.55.2 2022-06-21 22:25:40,340:INFO: requests: 2.27.1 2022-06-21 22:25:40,341:INFO: matplotlib: 3.4.3 2022-06-21 22:25:40,346:INFO: scikitplot: 0.3.7 2022-06-21 22:25:40,347:INFO: yellowbrick: 1.4 2022-06-21 22:25:40,350:INFO: plotly: 5.5.0 2022-06-21 22:25:40,350:INFO: kaleido: 0.2.1 2022-06-21 22:25:40,351:INFO: statsmodels: 0.12.2 2022-06-21 22:25:40,351:INFO: sktime: 0.11.4 2022-06-21 22:25:40,352:INFO: tbats: Installed but version unavailable 2022-06-21 22:25:40,354:INFO: pmdarima: 1.8.5 2022-06-21 22:25:40,355:INFO: psutil: 5.9.0 2022-06-21 22:25:40,359:INFO: PyCaret optional dependencies: 2022-06-21 22:25:44,038:WARNING: The dash_html_components package is deprecated. Please replace `import dash_html_components as html` with `from dash import html` 2022-06-21 22:25:44,046:WARNING: The dash_core_components package is deprecated. Please replace `import dash_core_components as dcc` with `from dash import dcc` 2022-06-21 22:25:45,825:INFO:Alert! from version 0.1.39, fter importing, you must do '%matplotlib inline' to display charts in Jupyter Notebooks. AV = AutoViz_Class() dfte = AV.AutoViz(filename, sep=',', depVar='', dfte=None, header=0, verbose=0, lowess=False, chart_format='svg',max_rows_analyzed=150000,max_cols_analyzed=30, save_plot_dir=None) 2022-06-21 22:25:45,826:INFO:Note: verbose=0 or 1 generates charts and displays them in your local Jupyter notebook. 2022-06-21 22:25:45,827:INFO: verbose=2 does not display plots but saves them in AutoViz_Plots folder in local machine. 2022-06-21 22:25:45,829:INFO:Updated: chart_format='bokeh' generates and displays charts in your local Jupyter notebook. 2022-06-21 22:25:45,829:INFO: chart_format='server' generates and displays charts in the browser - one tab for each chart. 2022-06-21 22:25:45,829:INFO: chart_format='html' silently saves charts HTML format - they are also interactive! 2022-06-21 22:25:48,753:INFO: shap: 0.39.0 2022-06-21 22:25:48,754:INFO: interpret: 0.2.7 2022-06-21 22:25:48,754:INFO: umap: Installed but version unavailable 2022-06-21 22:25:48,754:INFO: pandas_profiling: 3.2.0 2022-06-21 22:25:48,755:INFO: explainerdashboard: Installed but version unavailable 2022-06-21 22:25:48,755:INFO: autoviz: 0.1.39 2022-06-21 22:25:48,755:INFO: fairlearn: 0.7.0 2022-06-21 22:25:48,755:INFO: xgboost: 1.4.0 2022-06-21 22:25:48,756:INFO: catboost: 1.0.6 2022-06-21 22:25:48,756:INFO: kmodes: 0.12.1 2022-06-21 22:25:48,757:INFO: mlxtend: 0.20.0 2022-06-21 22:25:48,757:INFO: statsforecast: 0.5.5 2022-06-21 22:25:48,758:INFO: tune_sklearn: 0.4.3 2022-06-21 22:25:48,758:INFO: ray: 1.12.1 2022-06-21 22:25:48,758:INFO: hyperopt: 0.2.7 2022-06-21 22:25:48,758:INFO: optuna: 2.10.0 2022-06-21 22:25:48,758:INFO: skopt: 0.9.0 2022-06-21 22:25:48,758:INFO: mlflow: 1.26.1 2022-06-21 22:25:48,759:INFO: gradio: Installed but version unavailable 2022-06-21 22:25:48,759:INFO: fastapi: 0.75.2 2022-06-21 22:25:48,759:INFO: uvicorn: 0.17.6 2022-06-21 22:25:48,759:INFO: m2cgen: 0.10.0 2022-06-21 22:25:48,760:INFO: evidently: 0.1.51.dev0 2022-06-21 22:25:48,760:INFO: nltk: 3.6.5 2022-06-21 22:25:48,760:INFO: pyLDAvis: Not installed 2022-06-21 22:25:48,760:INFO: gensim: Not installed 2022-06-21 22:25:48,760:INFO: spacy: Not installed 2022-06-21 22:25:48,761:INFO: wordcloud: 1.8.1 2022-06-21 22:25:48,761:INFO: textblob: 0.17.1 2022-06-21 22:25:48,761:INFO: fugue: 0.6.6 2022-06-21 22:25:48,761:INFO: streamlit: 1.10.0 2022-06-21 22:25:48,761:INFO: prophet: Not installed 2022-06-21 22:25:48,762:INFO:None 2022-06-21 22:25:48,762:INFO:Set up data. 2022-06-21 22:25:48,771:INFO:Set up train/test split. 2022-06-21 22:25:48,782:INFO:Assigning column types. 2022-06-21 22:25:48,791:INFO:Set up folding strategy. 2022-06-21 22:25:48,792:INFO:Preparing preprocessing pipeline... 2022-06-21 22:25:48,797:INFO:Set up simple imputation. 2022-06-21 22:25:48,852:INFO:Finished creating preprocessing pipeline. 2022-06-21 22:25:48,858:INFO:Pipeline: Pipeline(memory=Memory(location=/tmp/joblib), steps=[('numerical_imputer', TransformerWrapper(exclude=None, include=['Number of times pregnant', 'Plasma glucose concentration a 2 hours in an oral glucose tolerance test', 'Diastolic blood pressure (mm Hg)', 'Triceps skin fold thickness (mm)', '2-Hour serum insulin (mu U/ml)', 'Body mass index (weight in kg/(height in m)^2)', 'Diabetes pedigr...nsformer=SimpleImputer(add_indicator=False, copy=True, fill_value=None, missing_values=nan, strategy='mean', verbose='deprecated'))), ('categorical_imputer', TransformerWrapper(exclude=None, include=[], transformer=SimpleImputer(add_indicator=False, copy=True, fill_value='constant', missing_values=nan, strategy='constant', verbose='deprecated')))], verbose=False) 2022-06-21 22:25:48,859:INFO:Creating final display dataframe. 2022-06-21 22:25:49,000:INFO:Setup display_container: Description Value 0 Session id 7791 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI e1a0 2022-06-21 22:25:49,007:INFO: Description Value 0 Session id 7791 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI e1a0 2022-06-21 22:25:49,189:INFO:setup() successfully completed in 8.91s............... 2022-06-21 22:25:49,189:INFO:Initializing compare_models() 2022-06-21 22:25:49,189:INFO:compare_models(self=, include=None, fold=None, round=4, cross_validation=True, sort=Accuracy, n_select=1, budget_time=None, turbo=True, errors=ignore, fit_kwargs=None, groups=None, experiment_custom_tags=None, probability_threshold=None, verbose=True, parallel=None, caller_params={'self': , 'include': None, 'exclude': None, 'fold': None, 'round': 4, 'cross_validation': True, 'sort': 'Accuracy', 'n_select': 1, 'budget_time': None, 'turbo': True, 'errors': 'ignore', 'fit_kwargs': None, 'groups': None, 'experiment_custom_tags': None, 'probability_threshold': None, 'verbose': True, 'parallel': None, '__class__': }, exclude=None) 2022-06-21 22:25:49,190:INFO:Checking exceptions 2022-06-21 22:25:49,194:INFO:Preparing display monitor 2022-06-21 22:25:49,202:INFO:Initializing Logistic Regression 2022-06-21 22:25:49,202:INFO:Total runtime is 8.495648701985677e-06 minutes 2022-06-21 22:25:49,203:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:49,204:INFO:Initializing create_model() 2022-06-21 22:25:49,204:INFO:create_model(self=, estimator=lr, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:49,204:INFO:Checking exceptions 2022-06-21 22:25:49,208:INFO:Importing libraries 2022-06-21 22:25:49,208:INFO:Copying training dataset 2022-06-21 22:25:49,216:INFO:Defining folds 2022-06-21 22:25:49,218:INFO:Declaring metric variables 2022-06-21 22:25:49,219:INFO:Importing untrained model 2022-06-21 22:25:49,222:INFO:Logistic Regression Imported successfully 2022-06-21 22:25:49,224:INFO:Starting cross validation 2022-06-21 22:25:49,224:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:50,895:INFO: shap: 0.39.0 2022-06-21 22:25:50,897:INFO: interpret: 0.2.7 2022-06-21 22:25:50,898:INFO: umap: 0.5.3 2022-06-21 22:25:50,899:INFO: pandas_profiling: 3.2.0 2022-06-21 22:25:50,900:INFO: explainerdashboard: Installed but version unavailable 2022-06-21 22:25:50,900:INFO: autoviz: 0.1.39 2022-06-21 22:25:50,901:INFO: fairlearn: 0.7.0 2022-06-21 22:25:50,902:INFO: xgboost: 1.4.0 2022-06-21 22:25:50,902:INFO: catboost: 1.0.6 2022-06-21 22:25:50,902:INFO: kmodes: 0.12.1 2022-06-21 22:25:50,903:INFO: mlxtend: 0.20.0 2022-06-21 22:25:50,903:INFO: statsforecast: 0.5.5 2022-06-21 22:25:50,903:INFO: tune_sklearn: Installed but version unavailable 2022-06-21 22:25:50,903:INFO: ray: 1.12.1 2022-06-21 22:25:50,905:INFO: hyperopt: 0.2.7 2022-06-21 22:25:50,905:INFO: optuna: 2.10.0 2022-06-21 22:25:50,905:INFO: skopt: 0.9.0 2022-06-21 22:25:50,905:INFO: mlflow: 1.26.1 2022-06-21 22:25:50,910:INFO: gradio: 3.0.11 2022-06-21 22:25:50,913:INFO: fastapi: 0.75.2 2022-06-21 22:25:50,916:INFO: uvicorn: 0.17.6 2022-06-21 22:25:50,917:INFO: m2cgen: 0.10.0 2022-06-21 22:25:50,917:INFO: evidently: 0.1.51.dev0 2022-06-21 22:25:50,918:INFO: nltk: 3.6.5 2022-06-21 22:25:50,918:INFO: pyLDAvis: Not installed 2022-06-21 22:25:50,920:INFO: gensim: Not installed 2022-06-21 22:25:50,920:INFO: spacy: Not installed 2022-06-21 22:25:50,921:INFO: wordcloud: 1.8.1 2022-06-21 22:25:50,921:INFO: textblob: 0.17.1 2022-06-21 22:25:50,921:INFO: fugue: 0.6.6 2022-06-21 22:25:50,922:INFO: streamlit: 1.10.0 2022-06-21 22:25:50,924:INFO: prophet: Not installed 2022-06-21 22:25:50,925:INFO:None 2022-06-21 22:25:50,927:INFO:Set up data. 2022-06-21 22:25:50,964:INFO:Set up train/test split. 2022-06-21 22:25:50,985:INFO:Assigning column types. 2022-06-21 22:25:51,028:INFO:Set up folding strategy. 2022-06-21 22:25:51,030:INFO:Preparing preprocessing pipeline... 2022-06-21 22:25:51,033:INFO:Set up simple imputation. 2022-06-21 22:25:51,116:INFO:Finished creating preprocessing pipeline. 2022-06-21 22:25:51,125:INFO:Pipeline: Pipeline(memory=Memory(location=/tmp/joblib), steps=[('numerical_imputer', TransformerWrapper(exclude=None, include=['Number of times pregnant', 'Plasma glucose concentration a 2 hours in an oral glucose tolerance test', 'Diastolic blood pressure (mm Hg)', 'Triceps skin fold thickness (mm)', '2-Hour serum insulin (mu U/ml)', 'Body mass index (weight in kg/(height in m)^2)', 'Diabetes pedigr...nsformer=SimpleImputer(add_indicator=False, copy=True, fill_value=None, missing_values=nan, strategy='mean', verbose='deprecated'))), ('categorical_imputer', TransformerWrapper(exclude=None, include=[], transformer=SimpleImputer(add_indicator=False, copy=True, fill_value='constant', missing_values=nan, strategy='constant', verbose='deprecated')))], verbose=False) 2022-06-21 22:25:51,125:INFO:Creating final display dataframe. 2022-06-21 22:25:51,300:INFO:Setup display_container: Description Value 0 Session id 884 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI 3c1e 2022-06-21 22:25:51,671:INFO:setup() successfully completed in 15.76s............... 2022-06-21 22:25:51,683:INFO:Initializing compare_models() 2022-06-21 22:25:51,684:INFO:compare_models(self=, include=None, fold=None, round=4, cross_validation=True, sort=Accuracy, n_select=1, budget_time=None, turbo=True, errors=ignore, fit_kwargs=None, groups=None, experiment_custom_tags=None, probability_threshold=None, verbose=True, parallel=None, caller_params={'self': , 'include': None, 'exclude': None, 'fold': None, 'round': 4, 'cross_validation': True, 'sort': 'Accuracy', 'n_select': 1, 'budget_time': None, 'turbo': True, 'errors': 'ignore', 'fit_kwargs': None, 'groups': None, 'experiment_custom_tags': None, 'probability_threshold': None, 'verbose': True, 'parallel': None, '__class__': }, exclude=None) 2022-06-21 22:25:51,684:INFO:Checking exceptions 2022-06-21 22:25:51,692:INFO:Preparing display monitor 2022-06-21 22:25:51,702:INFO:Initializing Logistic Regression 2022-06-21 22:25:51,705:INFO:Total runtime is 5.087057749430339e-05 minutes 2022-06-21 22:25:51,707:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:51,711:INFO:Initializing create_model() 2022-06-21 22:25:51,711:INFO:create_model(self=, estimator=lr, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:51,712:INFO:Checking exceptions 2022-06-21 22:25:51,724:INFO:Importing libraries 2022-06-21 22:25:51,730:INFO:Copying training dataset 2022-06-21 22:25:51,739:INFO:Defining folds 2022-06-21 22:25:51,743:INFO:Declaring metric variables 2022-06-21 22:25:51,746:INFO:Importing untrained model 2022-06-21 22:25:51,748:INFO:Logistic Regression Imported successfully 2022-06-21 22:25:51,753:INFO:Starting cross validation 2022-06-21 22:25:51,756:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:53,520:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,528:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,535:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,543:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,546:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,554:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,554:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,567:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,806:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,813:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,814:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,822:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,840:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,873:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,877:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,890:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,894:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,905:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,954:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,971:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,983:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:53,992:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,017:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,033:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,098:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,113:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,130:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,138:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,147:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,159:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,167:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,170:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,335:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,347:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,384:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,387:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,396:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,402:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,431:INFO:Calculating mean and std 2022-06-21 22:25:54,432:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,433:INFO:Creating metrics dataframe 2022-06-21 22:25:54,444:INFO:Uploading results into container 2022-06-21 22:25:54,445:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:54,447:INFO:Uploading model into container now 2022-06-21 22:25:54,448:INFO:master_model_container: 1 2022-06-21 22:25:54,449:INFO:display_container: 2 2022-06-21 22:25:54,450:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:25:54,450:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:54,738:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:54,738:INFO:Creating metrics dataframe 2022-06-21 22:25:54,745:INFO:Initializing K Neighbors Classifier 2022-06-21 22:25:54,745:INFO:Total runtime is 0.09239861567815146 minutes 2022-06-21 22:25:54,746:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:54,747:INFO:Initializing create_model() 2022-06-21 22:25:54,749:INFO:Calculating mean and std 2022-06-21 22:25:54,750:INFO:create_model(self=, estimator=knn, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:54,752:INFO:Checking exceptions 2022-06-21 22:25:54,752:INFO:Creating metrics dataframe 2022-06-21 22:25:54,755:INFO:Importing libraries 2022-06-21 22:25:54,762:INFO:Uploading results into container 2022-06-21 22:25:54,762:INFO:Copying training dataset 2022-06-21 22:25:54,764:INFO:Uploading model into container now 2022-06-21 22:25:54,771:INFO:master_model_container: 2 2022-06-21 22:25:54,773:INFO:display_container: 2 2022-06-21 22:25:54,774:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:25:54,776:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:55,001:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:55,001:INFO:Creating metrics dataframe 2022-06-21 22:25:55,002:INFO:Defining folds 2022-06-21 22:25:55,005:INFO:Declaring metric variables 2022-06-21 22:25:55,010:INFO:Importing untrained model 2022-06-21 22:25:55,011:INFO:Initializing K Neighbors Classifier 2022-06-21 22:25:55,012:INFO:K Neighbors Classifier Imported successfully 2022-06-21 22:25:55,012:INFO:Total runtime is 0.05517418781916301 minutes 2022-06-21 22:25:55,013:INFO:Starting cross validation 2022-06-21 22:25:55,014:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:55,016:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:55,018:INFO:Initializing create_model() 2022-06-21 22:25:55,020:INFO:create_model(self=, estimator=knn, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:55,021:INFO:Checking exceptions 2022-06-21 22:25:55,025:INFO:Importing libraries 2022-06-21 22:25:55,028:INFO:Copying training dataset 2022-06-21 22:25:55,063:INFO:Defining folds 2022-06-21 22:25:55,074:INFO:Declaring metric variables 2022-06-21 22:25:55,076:INFO:Importing untrained model 2022-06-21 22:25:55,088:INFO:K Neighbors Classifier Imported successfully 2022-06-21 22:25:55,091:INFO:Starting cross validation 2022-06-21 22:25:55,094:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:55,094:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,095:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,097:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,122:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,134:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,135:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,151:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,153:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,212:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,213:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,216:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,218:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,231:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,233:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,234:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,242:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,274:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,287:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,292:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,295:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,301:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,309:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,312:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,325:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,361:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,369:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,372:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,375:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,378:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,385:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,387:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,390:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,425:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,425:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,439:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,439:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,441:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,448:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,463:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:55,471:INFO:Calculating mean and std 2022-06-21 22:25:55,475:INFO:Creating metrics dataframe 2022-06-21 22:25:55,486:INFO:Uploading results into container 2022-06-21 22:25:55,490:INFO:Uploading model into container now 2022-06-21 22:25:55,492:INFO:master_model_container: 3 2022-06-21 22:25:55,493:INFO:display_container: 2 2022-06-21 22:25:55,494:INFO:KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski', metric_params=None, n_jobs=-1, n_neighbors=5, p=2, weights='uniform') 2022-06-21 22:25:55,496:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:55,818:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:55,818:INFO:Creating metrics dataframe 2022-06-21 22:25:55,833:INFO:Initializing Naive Bayes 2022-06-21 22:25:55,833:INFO:Total runtime is 0.11052774588267009 minutes 2022-06-21 22:25:55,834:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:55,835:INFO:Initializing create_model() 2022-06-21 22:25:55,835:INFO:create_model(self=, estimator=nb, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:55,836:INFO:Calculating mean and std 2022-06-21 22:25:55,836:INFO:Checking exceptions 2022-06-21 22:25:55,839:INFO:Creating metrics dataframe 2022-06-21 22:25:55,848:INFO:Importing libraries 2022-06-21 22:25:55,852:INFO:Copying training dataset 2022-06-21 22:25:55,858:INFO:Uploading results into container 2022-06-21 22:25:55,897:INFO:Uploading model into container now 2022-06-21 22:25:55,899:INFO:master_model_container: 4 2022-06-21 22:25:55,899:INFO:display_container: 2 2022-06-21 22:25:55,903:INFO:KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski', metric_params=None, n_jobs=-1, n_neighbors=5, p=2, weights='uniform') 2022-06-21 22:25:55,903:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:56,286:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:56,293:INFO:Creating metrics dataframe 2022-06-21 22:25:56,309:INFO:Defining folds 2022-06-21 22:25:56,321:INFO:Declaring metric variables 2022-06-21 22:25:56,323:INFO:Importing untrained model 2022-06-21 22:25:56,324:INFO:Naive Bayes Imported successfully 2022-06-21 22:25:56,326:INFO:Starting cross validation 2022-06-21 22:25:56,331:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:56,351:INFO:Initializing Naive Bayes 2022-06-21 22:25:56,352:INFO:Total runtime is 0.07750306526819865 minutes 2022-06-21 22:25:56,355:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:56,356:INFO:Initializing create_model() 2022-06-21 22:25:56,380:INFO:create_model(self=, estimator=nb, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:56,382:INFO:Checking exceptions 2022-06-21 22:25:56,412:INFO:Importing libraries 2022-06-21 22:25:56,413:INFO:Copying training dataset 2022-06-21 22:25:56,450:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,458:INFO:Defining folds 2022-06-21 22:25:56,460:INFO:Declaring metric variables 2022-06-21 22:25:56,462:INFO:Importing untrained model 2022-06-21 22:25:56,464:INFO:Naive Bayes Imported successfully 2022-06-21 22:25:56,469:INFO:Starting cross validation 2022-06-21 22:25:56,478:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,479:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:56,493:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,503:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,517:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,529:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,561:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,574:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,577:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,586:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,594:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,626:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,646:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,655:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,656:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,664:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,670:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,674:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,682:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:25:56,690:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,697:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,699:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,750:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,762:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,787:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,799:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,821:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,833:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,855:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,863:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,872:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:56,914:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,168:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,173:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,180:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,181:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,191:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,195:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,201:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,203:INFO:Calculating mean and std 2022-06-21 22:25:57,203:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:57,205:INFO:Creating metrics dataframe 2022-06-21 22:25:57,212:INFO:Uploading results into container 2022-06-21 22:25:57,213:INFO:Uploading model into container now 2022-06-21 22:25:57,214:INFO:master_model_container: 5 2022-06-21 22:25:57,218:INFO:display_container: 2 2022-06-21 22:25:57,219:INFO:GaussianNB(priors=None, var_smoothing=1e-09) 2022-06-21 22:25:57,220:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:57,546:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:57,547:INFO:Creating metrics dataframe 2022-06-21 22:25:57,552:INFO:Calculating mean and std 2022-06-21 22:25:57,563:INFO:Creating metrics dataframe 2022-06-21 22:25:57,565:INFO:Initializing Decision Tree Classifier 2022-06-21 22:25:57,571:INFO:Uploading results into container 2022-06-21 22:25:57,572:INFO:Total runtime is 0.13950393994649252 minutes 2022-06-21 22:25:57,575:INFO:Uploading model into container now 2022-06-21 22:25:57,578:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:57,580:INFO:master_model_container: 6 2022-06-21 22:25:57,583:INFO:Initializing create_model() 2022-06-21 22:25:57,585:INFO:display_container: 2 2022-06-21 22:25:57,586:INFO:create_model(self=, estimator=dt, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:57,586:INFO:GaussianNB(priors=None, var_smoothing=1e-09) 2022-06-21 22:25:57,587:INFO:Checking exceptions 2022-06-21 22:25:57,592:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:57,950:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:57,952:INFO:Importing libraries 2022-06-21 22:25:57,955:INFO:Copying training dataset 2022-06-21 22:25:57,953:INFO:Creating metrics dataframe 2022-06-21 22:25:57,973:INFO:Defining folds 2022-06-21 22:25:57,987:INFO:Declaring metric variables 2022-06-21 22:25:58,013:INFO:Importing untrained model 2022-06-21 22:25:58,021:INFO:Decision Tree Classifier Imported successfully 2022-06-21 22:25:58,032:INFO:Initializing Decision Tree Classifier 2022-06-21 22:25:58,036:INFO:Starting cross validation 2022-06-21 22:25:58,037:INFO:Total runtime is 0.10558660030364991 minutes 2022-06-21 22:25:58,043:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:58,048:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:58,064:INFO:Initializing create_model() 2022-06-21 22:25:58,064:INFO:create_model(self=, estimator=dt, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:58,067:INFO:Checking exceptions 2022-06-21 22:25:58,077:INFO:Importing libraries 2022-06-21 22:25:58,093:INFO:Copying training dataset 2022-06-21 22:25:58,137:INFO:Defining folds 2022-06-21 22:25:58,137:INFO:Declaring metric variables 2022-06-21 22:25:58,137:INFO:Importing untrained model 2022-06-21 22:25:58,138:INFO:Decision Tree Classifier Imported successfully 2022-06-21 22:25:58,157:INFO:Starting cross validation 2022-06-21 22:25:58,165:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:58,169:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,182:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,233:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,251:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,262:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,263:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,271:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,277:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,289:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,304:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,324:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,340:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,372:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,385:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,387:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,393:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,395:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,400:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,433:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,438:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,441:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,445:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,445:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,463:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,475:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,483:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,484:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,496:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,503:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,516:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,534:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,540:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,541:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,559:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,563:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,568:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,576:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,583:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:58,595:INFO:Calculating mean and std 2022-06-21 22:25:58,598:INFO:Creating metrics dataframe 2022-06-21 22:25:58,608:INFO:Uploading results into container 2022-06-21 22:25:58,632:INFO:Uploading model into container now 2022-06-21 22:25:58,656:INFO:master_model_container: 7 2022-06-21 22:25:58,659:INFO:Calculating mean and std 2022-06-21 22:25:58,663:INFO:display_container: 2 2022-06-21 22:25:58,665:INFO:Creating metrics dataframe 2022-06-21 22:25:58,669:INFO:DecisionTreeClassifier(ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, random_state=7791, splitter='best') 2022-06-21 22:25:58,677:INFO:Uploading results into container 2022-06-21 22:25:58,678:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:58,682:INFO:Uploading model into container now 2022-06-21 22:25:58,964:INFO:master_model_container: 8 2022-06-21 22:25:58,966:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:58,967:INFO:display_container: 2 2022-06-21 22:25:58,967:INFO:Creating metrics dataframe 2022-06-21 22:25:58,968:INFO:DecisionTreeClassifier(ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, random_state=7791, splitter='best') 2022-06-21 22:25:58,972:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:59,213:INFO:Initializing SVM - Linear Kernel 2022-06-21 22:25:59,213:INFO:Total runtime is 0.12519198656082153 minutes 2022-06-21 22:25:59,214:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:59,215:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:59,215:INFO:Creating metrics dataframe 2022-06-21 22:25:59,216:INFO:Initializing create_model() 2022-06-21 22:25:59,218:INFO:create_model(self=, estimator=svm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:59,218:INFO:Checking exceptions 2022-06-21 22:25:59,228:INFO:Initializing SVM - Linear Kernel 2022-06-21 22:25:59,229:INFO:Total runtime is 0.16713030338287355 minutes 2022-06-21 22:25:59,230:INFO:Importing libraries 2022-06-21 22:25:59,231:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:59,232:INFO:Copying training dataset 2022-06-21 22:25:59,233:INFO:Initializing create_model() 2022-06-21 22:25:59,236:INFO:create_model(self=, estimator=svm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:59,236:INFO:Checking exceptions 2022-06-21 22:25:59,245:INFO:Importing libraries 2022-06-21 22:25:59,247:INFO:Copying training dataset 2022-06-21 22:25:59,249:INFO:Defining folds 2022-06-21 22:25:59,249:INFO:Declaring metric variables 2022-06-21 22:25:59,253:INFO:Importing untrained model 2022-06-21 22:25:59,255:INFO:SVM - Linear Kernel Imported successfully 2022-06-21 22:25:59,257:INFO:Starting cross validation 2022-06-21 22:25:59,258:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:59,259:INFO:Defining folds 2022-06-21 22:25:59,261:INFO:Declaring metric variables 2022-06-21 22:25:59,263:INFO:Importing untrained model 2022-06-21 22:25:59,265:INFO:SVM - Linear Kernel Imported successfully 2022-06-21 22:25:59,267:INFO:Starting cross validation 2022-06-21 22:25:59,271:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:25:59,322:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,343:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,347:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,348:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,349:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,359:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,362:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,365:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,392:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,398:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,399:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,399:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,407:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,409:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,425:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,426:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,433:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,436:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,443:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,458:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,466:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,466:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,469:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,479:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,486:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,495:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,512:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,517:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,520:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,520:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,524:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,528:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,544:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,547:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,558:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,560:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,566:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,568:INFO:Calculating mean and std 2022-06-21 22:25:59,572:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:25:59,575:INFO:Creating metrics dataframe 2022-06-21 22:25:59,582:INFO:Uploading results into container 2022-06-21 22:25:59,583:INFO:Uploading model into container now 2022-06-21 22:25:59,584:INFO:master_model_container: 9 2022-06-21 22:25:59,585:INFO:display_container: 2 2022-06-21 22:25:59,585:INFO:SGDClassifier(alpha=0.0001, average=False, class_weight=None, early_stopping=False, epsilon=0.1, eta0=0.001, fit_intercept=True, l1_ratio=0.15, learning_rate='optimal', loss='hinge', max_iter=1000, n_iter_no_change=5, n_jobs=-1, penalty='l2', power_t=0.5, random_state=7791, shuffle=True, tol=0.001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:25:59,586:INFO:create_model() successfully completed...................................... 2022-06-21 22:25:59,824:INFO:SubProcess create_model() end ================================== 2022-06-21 22:25:59,824:INFO:Creating metrics dataframe 2022-06-21 22:25:59,825:INFO:Calculating mean and std 2022-06-21 22:25:59,830:INFO:Creating metrics dataframe 2022-06-21 22:25:59,845:INFO:Uploading results into container 2022-06-21 22:25:59,848:INFO:Initializing Ridge Classifier 2022-06-21 22:25:59,853:INFO:Total runtime is 0.13586452802022297 minutes 2022-06-21 22:25:59,851:INFO:Uploading model into container now 2022-06-21 22:25:59,862:INFO:master_model_container: 10 2022-06-21 22:25:59,863:INFO:SubProcess create_model() called ================================== 2022-06-21 22:25:59,867:INFO:display_container: 2 2022-06-21 22:25:59,870:INFO:Initializing create_model() 2022-06-21 22:25:59,878:INFO:SGDClassifier(alpha=0.0001, average=False, class_weight=None, early_stopping=False, epsilon=0.1, eta0=0.001, fit_intercept=True, l1_ratio=0.15, learning_rate='optimal', loss='hinge', max_iter=1000, n_iter_no_change=5, n_jobs=-1, penalty='l2', power_t=0.5, random_state=7791, shuffle=True, tol=0.001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:25:59,878:INFO:create_model(self=, estimator=ridge, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:25:59,879:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:00,219:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:00,220:INFO:Checking exceptions 2022-06-21 22:26:00,220:INFO:Creating metrics dataframe 2022-06-21 22:26:00,232:INFO:Initializing Ridge Classifier 2022-06-21 22:26:00,234:INFO:Importing libraries 2022-06-21 22:26:00,234:INFO:Total runtime is 0.18388152917226158 minutes 2022-06-21 22:26:00,235:INFO:Copying training dataset 2022-06-21 22:26:00,236:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:00,238:INFO:Initializing create_model() 2022-06-21 22:26:00,238:INFO:create_model(self=, estimator=ridge, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:00,239:INFO:Checking exceptions 2022-06-21 22:26:00,245:INFO:Importing libraries 2022-06-21 22:26:00,245:INFO:Copying training dataset 2022-06-21 22:26:00,258:INFO:Defining folds 2022-06-21 22:26:00,259:INFO:Defining folds 2022-06-21 22:26:00,260:INFO:Declaring metric variables 2022-06-21 22:26:00,261:INFO:Declaring metric variables 2022-06-21 22:26:00,265:INFO:Importing untrained model 2022-06-21 22:26:00,266:INFO:Importing untrained model 2022-06-21 22:26:00,267:INFO:Ridge Classifier Imported successfully 2022-06-21 22:26:00,268:INFO:Ridge Classifier Imported successfully 2022-06-21 22:26:00,270:INFO:Starting cross validation 2022-06-21 22:26:00,271:INFO:Starting cross validation 2022-06-21 22:26:00,272:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:00,276:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:00,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,372:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,372:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,374:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,374:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,402:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,410:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,412:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,419:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,420:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,423:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,436:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,437:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,445:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,477:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,487:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,499:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,513:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,537:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,552:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,565:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,565:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,576:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,580:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,581:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,590:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,615:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,621:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,622:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,622:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,629:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,630:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,637:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,638:INFO:Calculating mean and std 2022-06-21 22:26:00,644:INFO:Creating metrics dataframe 2022-06-21 22:26:00,648:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,655:INFO:Uploading results into container 2022-06-21 22:26:00,656:INFO:Uploading model into container now 2022-06-21 22:26:00,657:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:00,657:INFO:master_model_container: 11 2022-06-21 22:26:00,658:INFO:display_container: 2 2022-06-21 22:26:00,659:INFO:RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=7791, solver='auto', tol=0.001) 2022-06-21 22:26:00,661:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:00,888:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:00,888:INFO:Creating metrics dataframe 2022-06-21 22:26:00,898:INFO:Initializing Random Forest Classifier 2022-06-21 22:26:00,899:INFO:Total runtime is 0.1949595928192139 minutes 2022-06-21 22:26:00,900:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:00,901:INFO:Initializing create_model() 2022-06-21 22:26:00,902:INFO:create_model(self=, estimator=rf, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:00,902:INFO:Checking exceptions 2022-06-21 22:26:00,904:INFO:Calculating mean and std 2022-06-21 22:26:00,909:INFO:Importing libraries 2022-06-21 22:26:00,909:INFO:Creating metrics dataframe 2022-06-21 22:26:00,910:INFO:Copying training dataset 2022-06-21 22:26:00,924:INFO:Uploading results into container 2022-06-21 22:26:00,926:INFO:Uploading model into container now 2022-06-21 22:26:00,927:INFO:master_model_container: 12 2022-06-21 22:26:00,928:INFO:display_container: 2 2022-06-21 22:26:00,931:INFO:RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=7791, solver='auto', tol=0.001) 2022-06-21 22:26:00,932:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:01,165:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:01,166:INFO:Creating metrics dataframe 2022-06-21 22:26:01,170:INFO:Defining folds 2022-06-21 22:26:01,171:INFO:Declaring metric variables 2022-06-21 22:26:01,173:INFO:Importing untrained model 2022-06-21 22:26:01,180:INFO:Initializing Random Forest Classifier 2022-06-21 22:26:01,181:INFO:Random Forest Classifier Imported successfully 2022-06-21 22:26:01,182:INFO:Total runtime is 0.15800862709681193 minutes 2022-06-21 22:26:01,186:INFO:Starting cross validation 2022-06-21 22:26:01,188:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:01,189:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:01,191:INFO:Initializing create_model() 2022-06-21 22:26:01,194:INFO:create_model(self=, estimator=rf, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:01,196:INFO:Checking exceptions 2022-06-21 22:26:01,199:INFO:Importing libraries 2022-06-21 22:26:01,201:INFO:Copying training dataset 2022-06-21 22:26:01,213:INFO:Defining folds 2022-06-21 22:26:01,213:INFO:Declaring metric variables 2022-06-21 22:26:01,214:INFO:Importing untrained model 2022-06-21 22:26:01,218:INFO:Random Forest Classifier Imported successfully 2022-06-21 22:26:01,228:INFO:Starting cross validation 2022-06-21 22:26:01,231:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:01,667:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,682:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,711:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,767:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,779:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,795:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,836:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:01,855:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,286:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,333:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,345:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,376:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,406:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,467:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,484:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,741:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,769:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,772:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,813:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,814:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,856:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,862:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:02,909:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,189:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,247:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,252:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,272:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,278:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,289:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,299:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,319:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,631:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,642:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,646:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,667:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,674:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,699:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,700:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,722:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:03,752:INFO:Calculating mean and std 2022-06-21 22:26:03,753:INFO:Creating metrics dataframe 2022-06-21 22:26:03,762:INFO:Uploading results into container 2022-06-21 22:26:03,765:INFO:Uploading model into container now 2022-06-21 22:26:03,766:INFO:master_model_container: 13 2022-06-21 22:26:03,767:INFO:display_container: 2 2022-06-21 22:26:03,768:INFO:RandomForestClassifier(bootstrap=True, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=7791, verbose=0, warm_start=False) 2022-06-21 22:26:03,770:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:04,040:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:04,041:INFO:Creating metrics dataframe 2022-06-21 22:26:04,051:INFO:Initializing Quadratic Discriminant Analysis 2022-06-21 22:26:04,052:INFO:Total runtime is 0.24750606616338097 minutes 2022-06-21 22:26:04,053:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:04,054:INFO:Initializing create_model() 2022-06-21 22:26:04,054:INFO:create_model(self=, estimator=qda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:04,055:INFO:Checking exceptions 2022-06-21 22:26:04,057:INFO:Calculating mean and std 2022-06-21 22:26:04,060:INFO:Importing libraries 2022-06-21 22:26:04,061:INFO:Creating metrics dataframe 2022-06-21 22:26:04,062:INFO:Copying training dataset 2022-06-21 22:26:04,079:INFO:Uploading results into container 2022-06-21 22:26:04,080:INFO:Uploading model into container now 2022-06-21 22:26:04,082:INFO:master_model_container: 14 2022-06-21 22:26:04,086:INFO:display_container: 2 2022-06-21 22:26:04,087:INFO:RandomForestClassifier(bootstrap=True, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=7791, verbose=0, warm_start=False) 2022-06-21 22:26:04,088:INFO:Defining folds 2022-06-21 22:26:04,089:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:04,090:INFO:Declaring metric variables 2022-06-21 22:26:04,322:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:04,323:INFO:Importing untrained model 2022-06-21 22:26:04,324:INFO:Creating metrics dataframe 2022-06-21 22:26:04,325:INFO:Quadratic Discriminant Analysis Imported successfully 2022-06-21 22:26:04,328:INFO:Starting cross validation 2022-06-21 22:26:04,330:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:04,339:INFO:Initializing Quadratic Discriminant Analysis 2022-06-21 22:26:04,339:INFO:Total runtime is 0.21062774658203126 minutes 2022-06-21 22:26:04,340:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:04,341:INFO:Initializing create_model() 2022-06-21 22:26:04,341:INFO:create_model(self=, estimator=qda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:04,342:INFO:Checking exceptions 2022-06-21 22:26:04,347:INFO:Importing libraries 2022-06-21 22:26:04,347:INFO:Copying training dataset 2022-06-21 22:26:04,392:INFO:Defining folds 2022-06-21 22:26:04,396:INFO:Declaring metric variables 2022-06-21 22:26:04,399:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,399:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,406:INFO:Importing untrained model 2022-06-21 22:26:04,410:INFO:Quadratic Discriminant Analysis Imported successfully 2022-06-21 22:26:04,413:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,414:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,402:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,415:INFO:Starting cross validation 2022-06-21 22:26:04,416:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:04,417:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,426:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,429:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,469:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,482:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,500:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,511:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,513:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,529:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,530:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,533:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,547:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,548:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,563:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,573:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,581:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,595:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,596:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,600:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,603:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,609:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,615:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,623:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,639:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,641:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,645:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,646:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,650:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,657:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,660:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,668:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,678:INFO:Calculating mean and std 2022-06-21 22:26:04,679:INFO:Creating metrics dataframe 2022-06-21 22:26:04,684:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,695:INFO:Uploading results into container 2022-06-21 22:26:04,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,697:INFO:Uploading model into container now 2022-06-21 22:26:04,699:INFO:master_model_container: 15 2022-06-21 22:26:04,700:INFO:display_container: 2 2022-06-21 22:26:04,701:INFO:QuadraticDiscriminantAnalysis(priors=None, reg_param=0.0, store_covariance=False, tol=0.0001) 2022-06-21 22:26:04,702:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:04,711:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,726:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:04,990:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:04,990:INFO:Creating metrics dataframe 2022-06-21 22:26:05,002:INFO:Initializing Ada Boost Classifier 2022-06-21 22:26:05,002:INFO:Total runtime is 0.2633489012718201 minutes 2022-06-21 22:26:05,004:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:05,005:INFO:Initializing create_model() 2022-06-21 22:26:05,005:INFO:Calculating mean and std 2022-06-21 22:26:05,005:INFO:create_model(self=, estimator=ada, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:05,007:INFO:Checking exceptions 2022-06-21 22:26:05,007:INFO:Creating metrics dataframe 2022-06-21 22:26:05,012:INFO:Importing libraries 2022-06-21 22:26:05,018:INFO:Copying training dataset 2022-06-21 22:26:05,022:INFO:Uploading results into container 2022-06-21 22:26:05,025:INFO:Uploading model into container now 2022-06-21 22:26:05,027:INFO:master_model_container: 16 2022-06-21 22:26:05,028:INFO:display_container: 2 2022-06-21 22:26:05,028:INFO:QuadraticDiscriminantAnalysis(priors=None, reg_param=0.0, store_covariance=False, tol=0.0001) 2022-06-21 22:26:05,030:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:05,263:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:05,263:INFO:Defining folds 2022-06-21 22:26:05,264:INFO:Creating metrics dataframe 2022-06-21 22:26:05,265:INFO:Declaring metric variables 2022-06-21 22:26:05,273:INFO:Importing untrained model 2022-06-21 22:26:05,280:INFO:Initializing Ada Boost Classifier 2022-06-21 22:26:05,281:INFO:Ada Boost Classifier Imported successfully 2022-06-21 22:26:05,281:INFO:Total runtime is 0.2263279438018799 minutes 2022-06-21 22:26:05,283:INFO:Starting cross validation 2022-06-21 22:26:05,285:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:05,286:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:05,289:INFO:Initializing create_model() 2022-06-21 22:26:05,290:INFO:create_model(self=, estimator=ada, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:05,291:INFO:Checking exceptions 2022-06-21 22:26:05,297:INFO:Importing libraries 2022-06-21 22:26:05,298:INFO:Copying training dataset 2022-06-21 22:26:05,309:INFO:Defining folds 2022-06-21 22:26:05,313:INFO:Declaring metric variables 2022-06-21 22:26:05,314:INFO:Importing untrained model 2022-06-21 22:26:05,317:INFO:Ada Boost Classifier Imported successfully 2022-06-21 22:26:05,340:INFO:Starting cross validation 2022-06-21 22:26:05,347:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:05,508:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,531:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,541:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,561:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,573:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,578:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,598:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,707:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,736:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,760:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,781:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,782:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,800:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,809:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,832:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,943:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,966:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,985:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:05,998:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,005:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,039:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,155:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,180:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,195:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,205:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,216:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,246:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,282:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,318:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,408:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,422:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,447:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,447:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,523:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,524:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,554:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,558:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,589:INFO:Calculating mean and std 2022-06-21 22:26:06,591:INFO:Creating metrics dataframe 2022-06-21 22:26:06,599:INFO:Uploading results into container 2022-06-21 22:26:06,600:INFO:Uploading model into container now 2022-06-21 22:26:06,601:INFO:master_model_container: 17 2022-06-21 22:26:06,602:INFO:display_container: 2 2022-06-21 22:26:06,604:INFO:AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None, learning_rate=1.0, n_estimators=50, random_state=7791) 2022-06-21 22:26:06,605:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:06,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,717:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:06,885:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:06,886:INFO:Calculating mean and std 2022-06-21 22:26:06,886:INFO:Creating metrics dataframe 2022-06-21 22:26:06,894:INFO:Creating metrics dataframe 2022-06-21 22:26:06,905:INFO:Initializing Gradient Boosting Classifier 2022-06-21 22:26:06,906:INFO:Uploading results into container 2022-06-21 22:26:06,906:INFO:Total runtime is 0.29508182605107625 minutes 2022-06-21 22:26:06,908:INFO:Uploading model into container now 2022-06-21 22:26:06,910:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:06,912:INFO:master_model_container: 18 2022-06-21 22:26:06,913:INFO:Initializing create_model() 2022-06-21 22:26:06,914:INFO:display_container: 2 2022-06-21 22:26:06,915:INFO:create_model(self=, estimator=gbc, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:06,916:INFO:AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None, learning_rate=1.0, n_estimators=50, random_state=7791) 2022-06-21 22:26:06,917:INFO:Checking exceptions 2022-06-21 22:26:06,917:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:07,160:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:07,162:INFO:Importing libraries 2022-06-21 22:26:07,162:INFO:Creating metrics dataframe 2022-06-21 22:26:07,163:INFO:Copying training dataset 2022-06-21 22:26:07,177:INFO:Initializing Gradient Boosting Classifier 2022-06-21 22:26:07,178:INFO:Defining folds 2022-06-21 22:26:07,178:INFO:Total runtime is 0.2579510688781739 minutes 2022-06-21 22:26:07,179:INFO:Declaring metric variables 2022-06-21 22:26:07,180:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:07,183:INFO:Importing untrained model 2022-06-21 22:26:07,183:INFO:Initializing create_model() 2022-06-21 22:26:07,185:INFO:Gradient Boosting Classifier Imported successfully 2022-06-21 22:26:07,186:INFO:create_model(self=, estimator=gbc, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:07,189:INFO:Starting cross validation 2022-06-21 22:26:07,190:INFO:Checking exceptions 2022-06-21 22:26:07,191:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:07,195:INFO:Importing libraries 2022-06-21 22:26:07,195:INFO:Copying training dataset 2022-06-21 22:26:07,202:INFO:Defining folds 2022-06-21 22:26:07,203:INFO:Declaring metric variables 2022-06-21 22:26:07,204:INFO:Importing untrained model 2022-06-21 22:26:07,205:INFO:Gradient Boosting Classifier Imported successfully 2022-06-21 22:26:07,206:INFO:Starting cross validation 2022-06-21 22:26:07,208:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:07,438:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,445:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,446:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,455:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,458:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,467:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,471:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,479:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,674:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,678:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,686:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,690:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,700:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,707:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,733:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,745:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,933:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,940:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,970:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,972:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,981:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:07,989:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,062:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,082:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,185:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,196:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,307:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,318:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,339:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,342:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,349:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,362:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,562:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,562:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,570:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,573:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,578:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,585:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,590:INFO:Calculating mean and std 2022-06-21 22:26:08,591:INFO:Creating metrics dataframe 2022-06-21 22:26:08,599:INFO:Uploading results into container 2022-06-21 22:26:08,601:INFO:Uploading model into container now 2022-06-21 22:26:08,602:INFO:master_model_container: 19 2022-06-21 22:26:08,610:INFO:display_container: 2 2022-06-21 22:26:08,611:INFO:GradientBoostingClassifier(ccp_alpha=0.0, criterion='friedman_mse', init=None, learning_rate=0.1, loss='log_loss', max_depth=3, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_iter_no_change=None, random_state=7791, subsample=1.0, tol=0.0001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:26:08,612:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,612:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:08,624:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:08,854:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:08,854:INFO:Creating metrics dataframe 2022-06-21 22:26:08,865:INFO:Initializing Linear Discriminant Analysis 2022-06-21 22:26:08,866:INFO:Total runtime is 0.3277464509010315 minutes 2022-06-21 22:26:08,867:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:08,868:INFO:Initializing create_model() 2022-06-21 22:26:08,869:INFO:create_model(self=, estimator=lda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:08,869:INFO:Calculating mean and std 2022-06-21 22:26:08,870:INFO:Checking exceptions 2022-06-21 22:26:08,872:INFO:Creating metrics dataframe 2022-06-21 22:26:08,877:INFO:Importing libraries 2022-06-21 22:26:08,883:INFO:Uploading results into container 2022-06-21 22:26:08,884:INFO:Copying training dataset 2022-06-21 22:26:08,885:INFO:Uploading model into container now 2022-06-21 22:26:08,891:INFO:master_model_container: 20 2022-06-21 22:26:08,892:INFO:display_container: 2 2022-06-21 22:26:08,893:INFO:GradientBoostingClassifier(ccp_alpha=0.0, criterion='friedman_mse', init=None, learning_rate=0.1, loss='log_loss', max_depth=3, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_iter_no_change=None, random_state=7791, subsample=1.0, tol=0.0001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:26:08,895:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:08,897:INFO:Defining folds 2022-06-21 22:26:09,129:INFO:Declaring metric variables 2022-06-21 22:26:09,130:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:09,132:INFO:Importing untrained model 2022-06-21 22:26:09,135:INFO:Creating metrics dataframe 2022-06-21 22:26:09,138:INFO:Linear Discriminant Analysis Imported successfully 2022-06-21 22:26:09,161:INFO:Starting cross validation 2022-06-21 22:26:09,166:INFO:Initializing Linear Discriminant Analysis 2022-06-21 22:26:09,167:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:09,169:INFO:Total runtime is 0.2911311467488607 minutes 2022-06-21 22:26:09,176:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:09,179:INFO:Initializing create_model() 2022-06-21 22:26:09,180:INFO:create_model(self=, estimator=lda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:09,184:INFO:Checking exceptions 2022-06-21 22:26:09,192:INFO:Importing libraries 2022-06-21 22:26:09,193:INFO:Copying training dataset 2022-06-21 22:26:09,221:INFO:Defining folds 2022-06-21 22:26:09,222:INFO:Declaring metric variables 2022-06-21 22:26:09,228:INFO:Importing untrained model 2022-06-21 22:26:09,239:INFO:Linear Discriminant Analysis Imported successfully 2022-06-21 22:26:09,243:INFO:Starting cross validation 2022-06-21 22:26:09,245:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:09,326:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,326:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,326:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,326:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,333:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,333:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,333:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,336:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,376:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,379:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,381:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,383:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,384:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,386:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,391:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,392:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,419:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,426:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,427:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,435:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,437:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,439:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,470:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,478:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,479:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,486:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,490:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,491:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,496:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,498:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,531:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,532:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,535:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,540:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,541:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,543:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,544:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:09,560:INFO:Calculating mean and std 2022-06-21 22:26:09,562:INFO:Creating metrics dataframe 2022-06-21 22:26:09,567:INFO:Uploading results into container 2022-06-21 22:26:09,568:INFO:Uploading model into container now 2022-06-21 22:26:09,569:INFO:master_model_container: 21 2022-06-21 22:26:09,570:INFO:display_container: 2 2022-06-21 22:26:09,570:INFO:LinearDiscriminantAnalysis(covariance_estimator=None, n_components=None, priors=None, shrinkage=None, solver='svd', store_covariance=False, tol=0.0001) 2022-06-21 22:26:09,570:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:09,811:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:09,812:INFO:Creating metrics dataframe 2022-06-21 22:26:09,812:INFO:Calculating mean and std 2022-06-21 22:26:09,823:INFO:Initializing Extra Trees Classifier 2022-06-21 22:26:09,823:INFO:Creating metrics dataframe 2022-06-21 22:26:09,823:INFO:Total runtime is 0.3436899185180664 minutes 2022-06-21 22:26:09,828:INFO:Uploading results into container 2022-06-21 22:26:09,829:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:09,830:INFO:Uploading model into container now 2022-06-21 22:26:09,832:INFO:Initializing create_model() 2022-06-21 22:26:09,834:INFO:master_model_container: 22 2022-06-21 22:26:09,834:INFO:create_model(self=, estimator=et, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:09,835:INFO:display_container: 2 2022-06-21 22:26:09,836:INFO:Checking exceptions 2022-06-21 22:26:09,838:INFO:LinearDiscriminantAnalysis(covariance_estimator=None, n_components=None, priors=None, shrinkage=None, solver='svd', store_covariance=False, tol=0.0001) 2022-06-21 22:26:09,842:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:09,843:INFO:Importing libraries 2022-06-21 22:26:10,183:INFO:Copying training dataset 2022-06-21 22:26:10,185:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:10,187:INFO:Creating metrics dataframe 2022-06-21 22:26:10,196:INFO:Initializing Extra Trees Classifier 2022-06-21 22:26:10,196:INFO:Total runtime is 0.30823975801467896 minutes 2022-06-21 22:26:10,199:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:10,201:INFO:Initializing create_model() 2022-06-21 22:26:10,204:INFO:Defining folds 2022-06-21 22:26:10,204:INFO:create_model(self=, estimator=et, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:10,204:INFO:Declaring metric variables 2022-06-21 22:26:10,206:INFO:Checking exceptions 2022-06-21 22:26:10,208:INFO:Importing untrained model 2022-06-21 22:26:10,212:INFO:Extra Trees Classifier Imported successfully 2022-06-21 22:26:10,213:INFO:Starting cross validation 2022-06-21 22:26:10,214:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:10,215:INFO:Importing libraries 2022-06-21 22:26:10,217:INFO:Copying training dataset 2022-06-21 22:26:10,228:INFO:Defining folds 2022-06-21 22:26:10,228:INFO:Declaring metric variables 2022-06-21 22:26:10,229:INFO:Importing untrained model 2022-06-21 22:26:10,232:INFO:Extra Trees Classifier Imported successfully 2022-06-21 22:26:10,238:INFO:Starting cross validation 2022-06-21 22:26:10,289:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:10,530:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,568:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,570:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,577:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,591:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,598:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,833:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,870:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,883:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,894:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,897:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,935:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,943:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:10,944:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,167:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,203:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,224:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,230:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,233:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,265:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,265:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,268:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,499:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,545:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,547:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,549:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,583:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,584:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,615:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,856:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,880:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,951:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,970:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,981:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:11,994:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:12,017:INFO:Calculating mean and std 2022-06-21 22:26:12,019:INFO:Creating metrics dataframe 2022-06-21 22:26:12,026:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:12,031:INFO:Uploading results into container 2022-06-21 22:26:12,034:INFO:Uploading model into container now 2022-06-21 22:26:12,035:INFO:master_model_container: 23 2022-06-21 22:26:12,038:INFO:display_container: 2 2022-06-21 22:26:12,039:INFO:ExtraTreesClassifier(bootstrap=False, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=7791, verbose=0, warm_start=False) 2022-06-21 22:26:12,040:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:12,111:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:12,366:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:12,368:INFO:Creating metrics dataframe 2022-06-21 22:26:12,377:INFO:Initializing Extreme Gradient Boosting 2022-06-21 22:26:12,377:INFO:Total runtime is 0.3862549106280009 minutes 2022-06-21 22:26:12,378:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:12,380:INFO:Initializing create_model() 2022-06-21 22:26:12,380:INFO:create_model(self=, estimator=xgboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:12,380:INFO:Checking exceptions 2022-06-21 22:26:12,381:INFO:Calculating mean and std 2022-06-21 22:26:12,384:INFO:Creating metrics dataframe 2022-06-21 22:26:12,390:INFO:Importing libraries 2022-06-21 22:26:12,394:INFO:Copying training dataset 2022-06-21 22:26:12,397:INFO:Uploading results into container 2022-06-21 22:26:12,398:INFO:Uploading model into container now 2022-06-21 22:26:12,399:INFO:master_model_container: 24 2022-06-21 22:26:12,399:INFO:display_container: 2 2022-06-21 22:26:12,405:INFO:ExtraTreesClassifier(bootstrap=False, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=7791, verbose=0, warm_start=False) 2022-06-21 22:26:12,406:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:12,409:INFO:Defining folds 2022-06-21 22:26:12,631:INFO:Declaring metric variables 2022-06-21 22:26:12,632:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:12,633:INFO:Importing untrained model 2022-06-21 22:26:12,633:INFO:Creating metrics dataframe 2022-06-21 22:26:12,635:INFO:Extreme Gradient Boosting Imported successfully 2022-06-21 22:26:12,638:INFO:Starting cross validation 2022-06-21 22:26:12,639:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:12,647:INFO:Initializing Extreme Gradient Boosting 2022-06-21 22:26:12,648:INFO:Total runtime is 0.3491095304489136 minutes 2022-06-21 22:26:12,650:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:12,652:INFO:Initializing create_model() 2022-06-21 22:26:12,653:INFO:create_model(self=, estimator=xgboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:12,654:INFO:Checking exceptions 2022-06-21 22:26:12,661:INFO:Importing libraries 2022-06-21 22:26:12,663:INFO:Copying training dataset 2022-06-21 22:26:12,712:INFO:Defining folds 2022-06-21 22:26:12,712:INFO:Declaring metric variables 2022-06-21 22:26:12,714:INFO:Importing untrained model 2022-06-21 22:26:12,717:INFO:Extreme Gradient Boosting Imported successfully 2022-06-21 22:26:12,719:INFO:Starting cross validation 2022-06-21 22:26:12,720:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:13,744:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:13,744:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:13,759:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:13,832:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:14,431:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:14,441:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:14,450:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:14,458:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:14,526:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:15,118:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,120:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,124:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,133:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,141:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,147:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,158:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,163:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,168:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,181:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,183:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:15,205:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,211:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,211:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,229:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:15,246:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,293:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,301:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,362:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:15,405:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:15,908:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,919:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,930:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:15,935:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:15,970:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:16,142:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,161:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,197:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,213:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,334:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:16,383:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,396:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,430:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,436:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,470:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,477:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,499:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:16,504:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:16,519:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:16,552:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:17,071:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,090:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,098:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,103:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,153:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:17,272:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,299:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,301:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,307:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,338:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:17,635:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,674:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,724:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,757:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,934:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,937:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:17,945:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:17,956:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:17,970:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:18,013:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:18,500:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:18,516:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:18,543:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:18,559:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:18,649:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:18,717:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:18,765:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:18,776:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:18,803:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:18,916:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:18,980:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:18,994:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,021:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,029:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,153:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:26:19,419:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,426:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,431:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,439:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,446:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,454:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,469:INFO:Calculating mean and std 2022-06-21 22:26:19,471:INFO:Creating metrics dataframe 2022-06-21 22:26:19,480:INFO:Uploading results into container 2022-06-21 22:26:19,481:INFO:Uploading model into container now 2022-06-21 22:26:19,483:INFO:master_model_container: 25 2022-06-21 22:26:19,483:INFO:display_container: 2 2022-06-21 22:26:19,486:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,498:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,500:INFO:XGBClassifier(base_score=None, booster='gbtree', colsample_bylevel=None, colsample_bynode=None, colsample_bytree=None, gamma=None, gpu_id=None, importance_type='gain', interaction_constraints=None, learning_rate=None, max_delta_step=None, max_depth=None, min_child_weight=None, missing=nan, monotone_constraints=None, n_estimators=100, n_jobs=-1, num_parallel_tree=None, objective='binary:logistic', random_state=7791, reg_alpha=None, reg_lambda=None, scale_pos_weight=None, subsample=None, tree_method='auto', use_label_encoder=True, validate_parameters=None, verbosity=0) 2022-06-21 22:26:19,501:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:19,804:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,810:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:19,812:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:19,816:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:20,002:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:20,003:INFO:Creating metrics dataframe 2022-06-21 22:26:20,017:INFO:Initializing Light Gradient Boosting Machine 2022-06-21 22:26:20,018:INFO:Total runtime is 0.5136142849922181 minutes 2022-06-21 22:26:20,020:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:20,021:INFO:Initializing create_model() 2022-06-21 22:26:20,021:INFO:create_model(self=, estimator=lightgbm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:20,022:INFO:Checking exceptions 2022-06-21 22:26:20,032:INFO:Importing libraries 2022-06-21 22:26:20,037:INFO:Copying training dataset 2022-06-21 22:26:20,045:INFO:Defining folds 2022-06-21 22:26:20,046:INFO:Declaring metric variables 2022-06-21 22:26:20,049:INFO:Importing untrained model 2022-06-21 22:26:20,051:INFO:Light Gradient Boosting Machine Imported successfully 2022-06-21 22:26:20,064:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:20,066:INFO:Starting cross validation 2022-06-21 22:26:20,068:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:20,082:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:20,093:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:20,148:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:26:20,176:INFO:Calculating mean and std 2022-06-21 22:26:20,181:INFO:Creating metrics dataframe 2022-06-21 22:26:20,200:INFO:Uploading results into container 2022-06-21 22:26:20,201:INFO:Uploading model into container now 2022-06-21 22:26:20,202:INFO:master_model_container: 26 2022-06-21 22:26:20,202:INFO:display_container: 2 2022-06-21 22:26:20,203:INFO:XGBClassifier(base_score=None, booster='gbtree', colsample_bylevel=None, colsample_bynode=None, colsample_bytree=None, gamma=None, gpu_id=None, importance_type='gain', interaction_constraints=None, learning_rate=None, max_delta_step=None, max_depth=None, min_child_weight=None, missing=nan, monotone_constraints=None, n_estimators=100, n_jobs=-1, num_parallel_tree=None, objective='binary:logistic', random_state=7791, reg_alpha=None, reg_lambda=None, scale_pos_weight=None, subsample=None, tree_method='auto', use_label_encoder=True, validate_parameters=None, verbosity=0) 2022-06-21 22:26:20,206:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:20,620:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:20,624:INFO:Creating metrics dataframe 2022-06-21 22:26:20,641:INFO:Initializing Light Gradient Boosting Machine 2022-06-21 22:26:20,643:INFO:Total runtime is 0.4823548873265584 minutes 2022-06-21 22:26:20,644:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:20,645:INFO:Initializing create_model() 2022-06-21 22:26:20,647:INFO:create_model(self=, estimator=lightgbm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:20,648:INFO:Checking exceptions 2022-06-21 22:26:20,660:INFO:Importing libraries 2022-06-21 22:26:20,661:INFO:Copying training dataset 2022-06-21 22:26:20,676:INFO:Defining folds 2022-06-21 22:26:20,676:INFO:Declaring metric variables 2022-06-21 22:26:20,677:INFO:Importing untrained model 2022-06-21 22:26:20,679:INFO:Light Gradient Boosting Machine Imported successfully 2022-06-21 22:26:20,680:INFO:Starting cross validation 2022-06-21 22:26:20,680:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:23,623:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:23,643:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:24,662:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:24,683:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:24,905:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:24,947:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:24,976:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:25,038:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:25,643:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:25,689:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:25,967:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:25,999:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,124:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,147:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,190:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,248:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,797:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:27,862:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:28,098:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:28,118:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:29,079:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:29,111:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:29,562:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:29,597:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,138:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,146:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,298:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,349:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,366:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:30,406:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:31,803:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:31,830:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:31,840:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:31,852:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,037:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,064:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,068:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,078:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,102:INFO:Calculating mean and std 2022-06-21 22:26:32,108:INFO:Creating metrics dataframe 2022-06-21 22:26:32,119:INFO:Uploading results into container 2022-06-21 22:26:32,120:INFO:Uploading model into container now 2022-06-21 22:26:32,121:INFO:master_model_container: 27 2022-06-21 22:26:32,121:INFO:display_container: 2 2022-06-21 22:26:32,122:INFO:LGBMClassifier(boosting_type='gbdt', class_weight=None, colsample_bytree=1.0, importance_type='split', learning_rate=0.1, max_depth=-1, min_child_samples=20, min_child_weight=0.001, min_split_gain=0.0, n_estimators=100, n_jobs=-1, num_leaves=31, objective=None, random_state=7791, reg_alpha=0.0, reg_lambda=0.0, silent=True, subsample=1.0, subsample_for_bin=200000, subsample_freq=0) 2022-06-21 22:26:32,122:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:32,411:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:32,412:INFO:Creating metrics dataframe 2022-06-21 22:26:32,423:INFO:Initializing CatBoost Classifier 2022-06-21 22:26:32,424:INFO:Total runtime is 0.7203682740529379 minutes 2022-06-21 22:26:32,424:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:32,425:INFO:Initializing create_model() 2022-06-21 22:26:32,425:INFO:create_model(self=, estimator=catboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:32,425:INFO:Checking exceptions 2022-06-21 22:26:32,428:INFO:Importing libraries 2022-06-21 22:26:32,428:INFO:Copying training dataset 2022-06-21 22:26:32,436:INFO:Defining folds 2022-06-21 22:26:32,437:INFO:Declaring metric variables 2022-06-21 22:26:32,438:INFO:Importing untrained model 2022-06-21 22:26:32,440:INFO:CatBoost Classifier Imported successfully 2022-06-21 22:26:32,441:INFO:Starting cross validation 2022-06-21 22:26:32,442:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:32,671:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,681:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:32,700:INFO:Calculating mean and std 2022-06-21 22:26:32,710:INFO:Creating metrics dataframe 2022-06-21 22:26:32,718:INFO:Uploading results into container 2022-06-21 22:26:32,719:INFO:Uploading model into container now 2022-06-21 22:26:32,721:INFO:master_model_container: 28 2022-06-21 22:26:32,721:INFO:display_container: 2 2022-06-21 22:26:32,727:INFO:LGBMClassifier(boosting_type='gbdt', class_weight=None, colsample_bytree=1.0, importance_type='split', learning_rate=0.1, max_depth=-1, min_child_samples=20, min_child_weight=0.001, min_split_gain=0.0, n_estimators=100, n_jobs=-1, num_leaves=31, objective=None, random_state=7791, reg_alpha=0.0, reg_lambda=0.0, silent=True, subsample=1.0, subsample_for_bin=200000, subsample_freq=0) 2022-06-21 22:26:32,728:INFO:create_model() successfully completed...................................... 2022-06-21 22:26:33,131:INFO:SubProcess create_model() end ================================== 2022-06-21 22:26:33,131:INFO:Creating metrics dataframe 2022-06-21 22:26:33,143:INFO:Initializing CatBoost Classifier 2022-06-21 22:26:33,154:INFO:Total runtime is 0.6908783435821533 minutes 2022-06-21 22:26:33,158:INFO:SubProcess create_model() called ================================== 2022-06-21 22:26:33,160:INFO:Initializing create_model() 2022-06-21 22:26:33,166:INFO:create_model(self=, estimator=catboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:26:33,166:INFO:Checking exceptions 2022-06-21 22:26:33,177:INFO:Importing libraries 2022-06-21 22:26:33,196:INFO:Copying training dataset 2022-06-21 22:26:33,237:INFO:Defining folds 2022-06-21 22:26:33,239:INFO:Declaring metric variables 2022-06-21 22:26:33,240:INFO:Importing untrained model 2022-06-21 22:26:33,241:INFO:CatBoost Classifier Imported successfully 2022-06-21 22:26:33,245:INFO:Starting cross validation 2022-06-21 22:26:33,246:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:26:37,837:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:26:38,180:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:26:38,446:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:38,465:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:39,525:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:39,590:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:39,698:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:39,742:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:40,664:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:40,673:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:42,650:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:42,719:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,469:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,474:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,506:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,513:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,611:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:44,647:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:47,957:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:47,965:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:48,743:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:48,756:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:50,002:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:50,021:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:50,209:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:50,223:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:54,077:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:54,087:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:55,737:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:55,751:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:56,709:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:56,743:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:57,455:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:26:57,463:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:00,223:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:00,234:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:01,750:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:01,780:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:01,821:INFO:Calculating mean and std 2022-06-21 22:27:01,823:INFO:Creating metrics dataframe 2022-06-21 22:27:01,846:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:01,859:INFO:Uploading results into container 2022-06-21 22:27:01,864:INFO:Uploading model into container now 2022-06-21 22:27:01,868:INFO:master_model_container: 29 2022-06-21 22:27:01,875:INFO:display_container: 2 2022-06-21 22:27:01,881:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:01,882:INFO: 2022-06-21 22:27:01,884:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:02,370:INFO:SubProcess create_model() end ================================== 2022-06-21 22:27:02,371:INFO:Creating metrics dataframe 2022-06-21 22:27:02,412:INFO:Initializing Dummy Classifier 2022-06-21 22:27:02,413:INFO:Total runtime is 1.2201845447222393 minutes 2022-06-21 22:27:02,420:INFO:SubProcess create_model() called ================================== 2022-06-21 22:27:02,428:INFO:Initializing create_model() 2022-06-21 22:27:02,433:INFO:create_model(self=, estimator=dummy, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:27:02,438:INFO:Checking exceptions 2022-06-21 22:27:02,452:INFO:Importing libraries 2022-06-21 22:27:02,453:INFO:Copying training dataset 2022-06-21 22:27:02,488:INFO:Defining folds 2022-06-21 22:27:02,491:INFO:Declaring metric variables 2022-06-21 22:27:02,495:INFO:Importing untrained model 2022-06-21 22:27:02,505:INFO:Dummy Classifier Imported successfully 2022-06-21 22:27:02,513:INFO:Starting cross validation 2022-06-21 22:27:02,516:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:27:02,574:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,596:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,603:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,635:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,634:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,662:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,662:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,675:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,699:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,701:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,709:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,710:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,718:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,719:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,720:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,723:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,726:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,740:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,745:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,750:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,751:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,757:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,763:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,763:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,763:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,768:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,773:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,778:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:02,784:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,787:INFO:Calculating mean and std 2022-06-21 22:27:02,788:INFO:Creating metrics dataframe 2022-06-21 22:27:02,790:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:02,794:INFO:Uploading results into container 2022-06-21 22:27:02,794:INFO:Uploading model into container now 2022-06-21 22:27:02,795:INFO:master_model_container: 30 2022-06-21 22:27:02,795:INFO:display_container: 2 2022-06-21 22:27:02,796:INFO: 2022-06-21 22:27:02,796:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:02,799:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,058:INFO:SubProcess create_model() end ================================== 2022-06-21 22:27:03,058:INFO:Creating metrics dataframe 2022-06-21 22:27:03,062:INFO:Calculating mean and std 2022-06-21 22:27:03,065:INFO:Creating metrics dataframe 2022-06-21 22:27:03,076:INFO:Uploading results into container 2022-06-21 22:27:03,077:INFO:Uploading model into container now 2022-06-21 22:27:03,078:INFO:master_model_container: 31 2022-06-21 22:27:03,081:INFO:Initializing Dummy Classifier 2022-06-21 22:27:03,081:INFO:display_container: 2 2022-06-21 22:27:03,082:INFO:Total runtime is 1.1896807471911113 minutes 2022-06-21 22:27:03,083:INFO:DummyClassifier(constant=None, random_state=7791, strategy='prior') 2022-06-21 22:27:03,084:INFO:SubProcess create_model() called ================================== 2022-06-21 22:27:03,085:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:03,085:INFO:Initializing create_model() 2022-06-21 22:27:03,323:INFO:SubProcess create_model() end ================================== 2022-06-21 22:27:03,324:INFO:create_model(self=, estimator=dummy, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:27:03,325:INFO:Creating metrics dataframe 2022-06-21 22:27:03,325:INFO:Checking exceptions 2022-06-21 22:27:03,338:INFO:Importing libraries 2022-06-21 22:27:03,338:INFO:Copying training dataset 2022-06-21 22:27:03,350:INFO:Initializing create_model() 2022-06-21 22:27:03,356:INFO:create_model(self=, estimator=LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False), fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=False, predict=False, fit_kwargs={}, groups=None, refit=True, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=None, return_train_score=False, kwargs={}) 2022-06-21 22:27:03,359:INFO:Checking exceptions 2022-06-21 22:27:03,363:INFO:Defining folds 2022-06-21 22:27:03,364:INFO:Declaring metric variables 2022-06-21 22:27:03,366:INFO:Importing libraries 2022-06-21 22:27:03,366:INFO:Importing untrained model 2022-06-21 22:27:03,367:INFO:Copying training dataset 2022-06-21 22:27:03,367:INFO:Dummy Classifier Imported successfully 2022-06-21 22:27:03,374:INFO:Starting cross validation 2022-06-21 22:27:03,375:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:27:03,376:INFO:Defining folds 2022-06-21 22:27:03,380:INFO:Declaring metric variables 2022-06-21 22:27:03,384:INFO:Importing untrained model 2022-06-21 22:27:03,397:INFO:Declaring custom model 2022-06-21 22:27:03,417:INFO:Logistic Regression Imported successfully 2022-06-21 22:27:03,418:INFO:Cross validation set to False 2022-06-21 22:27:03,419:INFO:Fitting Model 2022-06-21 22:27:03,427:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,436:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,447:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,449:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,468:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,484:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,490:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,509:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,509:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,515:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,526:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,529:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,544:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,545:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,579:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,600:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,601:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,622:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,623:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,635:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,650:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,678:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,680:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,700:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,713:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,713:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,734:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,744:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,753:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:27:03,775:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:27:03,787:INFO:Calculating mean and std 2022-06-21 22:27:03,794:INFO:Creating metrics dataframe 2022-06-21 22:27:03,813:INFO:Uploading results into container 2022-06-21 22:27:03,814:INFO:Uploading model into container now 2022-06-21 22:27:03,822:INFO:master_model_container: 32 2022-06-21 22:27:03,822:INFO:display_container: 2 2022-06-21 22:27:03,823:INFO:DummyClassifier(constant=None, random_state=7791, strategy='prior') 2022-06-21 22:27:03,847:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:04,509:INFO:SubProcess create_model() end ================================== 2022-06-21 22:27:04,510:INFO:Creating metrics dataframe 2022-06-21 22:27:04,604:INFO:Initializing create_model() 2022-06-21 22:27:04,604:INFO:create_model(self=, estimator=LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False), fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=False, predict=False, fit_kwargs={}, groups=None, refit=True, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=None, return_train_score=False, kwargs={}) 2022-06-21 22:27:04,612:INFO:Checking exceptions 2022-06-21 22:27:04,645:INFO:Importing libraries 2022-06-21 22:27:04,656:INFO:Copying training dataset 2022-06-21 22:27:04,672:INFO:Defining folds 2022-06-21 22:27:04,684:INFO:Declaring metric variables 2022-06-21 22:27:04,686:INFO:Importing untrained model 2022-06-21 22:27:04,692:INFO:Declaring custom model 2022-06-21 22:27:04,691:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:27:04,697:INFO:Logistic Regression Imported successfully 2022-06-21 22:27:04,699:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:04,705:INFO:Cross validation set to False 2022-06-21 22:27:05,213:INFO:Fitting Model 2022-06-21 22:27:05,340:INFO: Model Accuracy AUC Recall Prec. \ lr Logistic Regression 0.7897 0.8373 0.5933 0.7676 ridge Ridge Classifier 0.7877 0.0000 0.5769 0.7778 lda Linear Discriminant Analysis 0.7840 0.8343 0.5769 0.7638 rf Random Forest Classifier 0.7728 0.8279 0.5886 0.7163 catboost CatBoost Classifier 0.7673 0.8223 0.5675 0.7135 xgboost Extreme Gradient Boosting 0.7635 0.7959 0.6254 0.6871 lightgbm Light Gradient Boosting Machine 0.7617 0.8000 0.6202 0.6860 nb Naive Bayes 0.7599 0.8106 0.6050 0.6779 et Extra Trees Classifier 0.7597 0.8206 0.5453 0.7064 ada Ada Boost Classifier 0.7525 0.8039 0.5734 0.6740 gbc Gradient Boosting Classifier 0.7450 0.7948 0.5734 0.6591 qda Quadratic Discriminant Analysis 0.7431 0.8126 0.5617 0.6619 knn K Neighbors Classifier 0.7339 0.7365 0.5465 0.6404 dt Decision Tree Classifier 0.7187 0.6942 0.6140 0.5975 dummy Dummy Classifier 0.6518 0.5000 0.0000 0.0000 svm SVM - Linear Kernel 0.4944 0.0000 0.7939 0.4090 F1 Kappa MCC TT (Sec) lr 0.6603 0.5124 0.5274 0.521 ridge 0.6526 0.5051 0.5234 0.036 lda 0.6484 0.4975 0.5136 0.039 rf 0.6390 0.4772 0.4874 0.256 catboost 0.6243 0.4607 0.4727 2.938 xgboost 0.6464 0.4708 0.4787 0.682 lightgbm 0.6422 0.4657 0.4740 1.203 nb 0.6367 0.4587 0.4624 0.086 et 0.6105 0.4417 0.4530 0.180 ada 0.6161 0.4361 0.4418 0.130 gbc 0.6048 0.4201 0.4283 0.140 qda 0.6021 0.4153 0.4221 0.035 knn 0.5856 0.3927 0.3979 0.045 dt 0.6023 0.3855 0.3882 0.060 dummy 0.0000 0.0000 0.0000 0.054 svm 0.5088 0.1111 0.1525 0.055 2022-06-21 22:27:05,341:INFO:master_model_container: 32 2022-06-21 22:27:05,342:INFO:display_container: 2 2022-06-21 22:27:05,342:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:27:05,343:INFO:compare_models() successfully completed...................................... 2022-06-21 22:27:05,395:INFO:Initializing evaluate_model() 2022-06-21 22:27:05,397:INFO:evaluate_model(self=, estimator=LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False), fold=None, fit_kwargs=None, plot_kwargs=None, feature_name=None, groups=None, use_train_data=False) 2022-06-21 22:27:05,478:INFO:interactive(children=(ToggleButtons(description='Plot Type:', icons=('',), options=(('Pipeline Plot', 'pipeline'), ('Hyperparameters', 'parameter'), ('AUC', 'auc'), ('Confusion Matrix', 'confusion_matrix'), ('Threshold', 'threshold'), ('Precision Recall', 'pr'), ('Prediction Error', 'error'), ('Class Report', 'class_report'), ('Feature Selection', 'rfe'), ('Learning Curve', 'learning'), ('Manifold Learning', 'manifold'), ('Calibration Curve', 'calibration'), ('Validation Curve', 'vc'), ('Dimensions', 'dimension'), ('Feature Importance', 'feature'), ('Feature Importance (All)', 'feature_all'), ('Decision Boundary', 'boundary'), ('Lift Chart', 'lift'), ('Gain Chart', 'gain'), ('Decision Tree', 'tree'), ('KS Statistic Plot', 'ks')), value='pipeline'), Output()), _dom_classes=('widget-interact',)) 2022-06-21 22:27:05,520:INFO:Initializing plot_model() 2022-06-21 22:27:05,520:INFO:plot_model(plot=auc, fold=None, use_train_data=False, verbose=True, display=None, display_format=None, estimator=LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False), feature_name=None, fit_kwargs=None, groups=None, label=False, plot_kwargs=None, save=images, scale=1, self=, system=True) 2022-06-21 22:27:05,521:INFO:Checking exceptions 2022-06-21 22:27:05,544:INFO:Preloading libraries 2022-06-21 22:27:05,544:INFO:Copying training dataset 2022-06-21 22:27:05,545:INFO:Plot type: auc 2022-06-21 22:27:05,636:INFO:Fitting Model 2022-06-21 22:27:05,637:WARNING:X does not have valid feature names, but LogisticRegression was fitted with feature names 2022-06-21 22:27:05,638:INFO:Scoring test/hold-out set 2022-06-21 22:27:05,734:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:27:05,735:INFO:create_model() successfully completed...................................... 2022-06-21 22:27:06,393:INFO:Saving 'images/AUC.png' 2022-06-21 22:27:06,685:INFO: Model Accuracy AUC Recall Prec. F1 Kappa MCC TT (Sec) lr Logistic Regression 0.7897 0.8373 0.5933 0.7676 0.6603 0.5124 0.5274 0.299 ridge Ridge Classifier 0.7877 0.0000 0.5769 0.7778 0.6526 0.5051 0.5234 0.063 lda Linear Discriminant Analysis 0.7840 0.8343 0.5769 0.7638 0.6484 0.4975 0.5136 0.057 rf Random Forest Classifier 0.7728 0.8279 0.5886 0.7163 0.6390 0.4772 0.4874 0.280 catboost CatBoost Classifier 0.7673 0.8223 0.5675 0.7135 0.6243 0.4607 0.4727 2.954 xgboost Extreme Gradient Boosting 0.7635 0.7959 0.6254 0.6871 0.6464 0.4708 0.4787 0.746 lightgbm Light Gradient Boosting Machine 0.7617 0.8000 0.6202 0.6860 0.6422 0.4657 0.4740 1.202 nb Naive Bayes 0.7599 0.8106 0.6050 0.6779 0.6367 0.4587 0.4624 0.107 et Extra Trees Classifier 0.7597 0.8206 0.5453 0.7064 0.6105 0.4417 0.4530 0.209 ada Ada Boost Classifier 0.7525 0.8039 0.5734 0.6740 0.6161 0.4361 0.4418 0.154 gbc Gradient Boosting Classifier 0.7450 0.7948 0.5734 0.6591 0.6048 0.4201 0.4283 0.166 qda Quadratic Discriminant Analysis 0.7431 0.8126 0.5617 0.6619 0.6021 0.4153 0.4221 0.059 knn K Neighbors Classifier 0.7339 0.7365 0.5465 0.6404 0.5856 0.3927 0.3979 0.074 dt Decision Tree Classifier 0.7187 0.6942 0.6140 0.5975 0.6023 0.3855 0.3882 0.043 dummy Dummy Classifier 0.6518 0.5000 0.0000 0.0000 0.0000 0.0000 0.0000 0.041 svm SVM - Linear Kernel 0.4944 0.0000 0.7939 0.4090 0.5088 0.1111 0.1525 0.031 2022-06-21 22:27:06,706:INFO:master_model_container: 32 2022-06-21 22:27:06,707:INFO:display_container: 3 2022-06-21 22:27:06,709:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:27:06,710:INFO:compare_models() successfully completed...................................... 2022-06-21 22:27:07,539:INFO:Visual Rendered Successfully 2022-06-21 22:27:07,925:INFO:plot_model() successfully completed...................................... 2022-06-21 22:27:07,938:INFO:Initializing plot_model() 2022-06-21 22:27:07,939:INFO:plot_model(plot=confusion_matrix, fold=None, use_train_data=False, verbose=True, display=None, display_format=None, estimator=LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=7791, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False), feature_name=None, fit_kwargs=None, groups=None, label=False, plot_kwargs=None, save=images, scale=1, self=, system=True) 2022-06-21 22:27:07,940:INFO:Checking exceptions 2022-06-21 22:27:07,966:INFO:Preloading libraries 2022-06-21 22:27:07,967:INFO:Copying training dataset 2022-06-21 22:27:07,967:INFO:Plot type: confusion_matrix 2022-06-21 22:27:08,045:INFO:Fitting Model 2022-06-21 22:27:08,047:WARNING:X does not have valid feature names, but LogisticRegression was fitted with feature names 2022-06-21 22:27:08,049:INFO:Scoring test/hold-out set 2022-06-21 22:27:08,119:INFO:Saving 'images/Confusion Matrix.png' 2022-06-21 22:27:08,405:INFO:Visual Rendered Successfully 2022-06-21 22:27:08,805:INFO:plot_model() successfully completed...................................... 2022-06-21 22:28:54,391:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:28:54,499:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:30:21,348:INFO: Stopping... 2022-06-21 22:30:26,916:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:30:26,917:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:30:26,917:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:30:26,918:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:30:29,934:INFO:PyCaret ClassificationExperiment 2022-06-21 22:30:29,935:INFO:Logging name: clf-default-name 2022-06-21 22:30:29,935:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:30:29,939:INFO:version 3.0.0.rc1 2022-06-21 22:30:29,939:INFO:Initializing setup() 2022-06-21 22:30:29,939:INFO:self.USI: 9aa6 2022-06-21 22:30:29,940:INFO:self.variable_keys: {'X_train', 'exp_id', 'X_test', 'memory', '_gpu_n_jobs_param', 'exp_name_log', 'fold_shuffle_param', 'USI', 'n_jobs_param', '_available_plots', 'pipeline', 'gpu_param', 'y_train', '_all_metrics', 'html_param', 'data', 'fold_generator', 'seed', 'y_test', 'fix_imbalance', '_all_models_internal', 'X', 'fold_groups_param', '_is_multiclass', 'logging_param', '_ml_usecase', 'target_param', 'master_model_container', 'idx', '_all_models', 'display_container', 'y', 'log_plots_param', 'variable_keys'} 2022-06-21 22:30:29,940:INFO:Checking environment 2022-06-21 22:30:29,940:INFO:python_version: 3.9.7 2022-06-21 22:30:29,941:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:30:29,941:INFO:machine: x86_64 2022-06-21 22:30:29,949:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:29,966:INFO:PyCaret ClassificationExperiment 2022-06-21 22:30:30,000:INFO:Logging name: clf-default-name 2022-06-21 22:30:30,002:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:30:30,004:INFO:version 3.0.0.rc1 2022-06-21 22:30:30,005:INFO:Initializing setup() 2022-06-21 22:30:30,005:INFO:self.USI: 1e4e 2022-06-21 22:30:30,006:INFO:self.variable_keys: {'X_train', 'exp_id', 'X_test', 'memory', '_gpu_n_jobs_param', 'exp_name_log', 'fold_shuffle_param', 'USI', 'n_jobs_param', '_available_plots', 'pipeline', 'gpu_param', 'y_train', '_all_metrics', 'html_param', 'data', 'fold_generator', 'seed', 'y_test', 'fix_imbalance', '_all_models_internal', 'X', 'fold_groups_param', '_is_multiclass', 'logging_param', '_ml_usecase', 'target_param', 'master_model_container', 'idx', '_all_models', 'display_container', 'y', 'log_plots_param', 'variable_keys'} 2022-06-21 22:30:30,006:INFO:Checking environment 2022-06-21 22:30:30,006:INFO:python_version: 3.9.7 2022-06-21 22:30:30,007:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:30:30,007:INFO:machine: x86_64 2022-06-21 22:30:30,008:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:30,008:INFO:Memory: svmem(total=8230690816, available=2017824768, percent=75.5, used=5004046336, free=963014656, active=2386563072, inactive=4101726208, buffers=84176896, cached=2179452928, shared=889561088, slab=373207040) 2022-06-21 22:30:30,009:INFO:Physical Core: 2 2022-06-21 22:30:30,010:INFO:Physical Core: 2 2022-06-21 22:30:30,019:INFO:Logical Core: 4 2022-06-21 22:30:30,020:INFO:Checking libraries 2022-06-21 22:30:30,021:INFO:Logical Core: 4 2022-06-21 22:30:30,021:INFO: System: 2022-06-21 22:30:30,022:INFO:Checking libraries 2022-06-21 22:30:30,023:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:30:30,024:INFO: System: 2022-06-21 22:30:30,025:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:30:30,026:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:30:30,029:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:30:30,030:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:30,028:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:30,035:INFO: PyCaret required dependencies: 2022-06-21 22:30:30,034:INFO: PyCaret required dependencies: 2022-06-21 22:30:30,570:INFO: Number of times pregnant Plasma glucose concentration a 2 hours in an oral glucose tolerance test ... Age (years) Class variable 0 6 148 ... 50 1 1 1 85 ... 31 0 2 8 183 ... 32 1 3 1 89 ... 21 0 4 0 137 ... 33 1 [5 rows x 9 columns] 2022-06-21 22:30:30,654:INFO:PyCaret ClassificationExperiment 2022-06-21 22:30:30,664:INFO:Logging name: clf-default-name 2022-06-21 22:30:30,686:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:30:30,701:INFO:version 3.0.0.rc1 2022-06-21 22:30:30,703:INFO:Initializing setup() 2022-06-21 22:30:30,709:INFO:self.USI: e396 2022-06-21 22:30:30,710:INFO:self.variable_keys: {'X_train', 'exp_id', 'X_test', 'memory', '_gpu_n_jobs_param', 'exp_name_log', 'fold_shuffle_param', 'USI', 'n_jobs_param', '_available_plots', 'pipeline', 'gpu_param', 'y_train', '_all_metrics', 'html_param', 'data', 'fold_generator', 'seed', 'y_test', 'fix_imbalance', '_all_models_internal', 'X', 'fold_groups_param', '_is_multiclass', 'logging_param', '_ml_usecase', 'target_param', 'master_model_container', 'idx', '_all_models', 'display_container', 'y', 'log_plots_param', 'variable_keys'} 2022-06-21 22:30:30,710:INFO:Checking environment 2022-06-21 22:30:30,711:INFO:python_version: 3.9.7 2022-06-21 22:30:30,711:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:30:30,712:INFO:machine: x86_64 2022-06-21 22:30:30,713:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:30,714:INFO:Memory: svmem(total=8230690816, available=1986494464, percent=75.9, used=5038432256, free=928522240, active=2389958656, inactive=4134694912, buffers=84389888, cached=2179346432, shared=886673408, slab=373186560) 2022-06-21 22:30:30,727:INFO:Physical Core: 2 2022-06-21 22:30:30,730:INFO:Logical Core: 4 2022-06-21 22:30:30,739:INFO:Checking libraries 2022-06-21 22:30:30,740:INFO: System: 2022-06-21 22:30:30,741:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:30:30,741:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:30:30,742:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:30:30,758:INFO: PyCaret required dependencies: 2022-06-21 22:30:30,762:INFO: pip: 22.1.2 2022-06-21 22:30:30,801:INFO: setuptools: 58.0.4 2022-06-21 22:30:30,801:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:30:30,801:INFO: ipython: Not installed 2022-06-21 22:30:30,801:INFO: ipywidgets: 7.6.5 2022-06-21 22:30:30,801:INFO: tqdm: 4.62.3 2022-06-21 22:30:30,802:INFO: numpy: 1.21.5 2022-06-21 22:30:30,802:INFO: pandas: 1.3.5 2022-06-21 22:30:30,802:INFO: jinja2: 3.0.3 2022-06-21 22:30:30,802:INFO: scipy: 1.7.1 2022-06-21 22:30:30,805:INFO: joblib: 1.1.0 2022-06-21 22:30:30,806:INFO: sklearn: 1.1.1 2022-06-21 22:30:30,806:INFO: pyod: Installed but version unavailable 2022-06-21 22:30:30,807:INFO: imblearn: 0.9.1 2022-06-21 22:30:30,808:INFO: category_encoders: 2.5.0 2022-06-21 22:30:30,808:INFO: lightgbm: Installed but version unavailable 2022-06-21 22:30:30,809:INFO: numba: 0.55.2 2022-06-21 22:30:30,810:INFO: requests: 2.27.1 2022-06-21 22:30:30,811:INFO: matplotlib: 3.4.3 2022-06-21 22:30:30,813:INFO: scikitplot: 0.3.7 2022-06-21 22:30:30,814:INFO: yellowbrick: 1.4 2022-06-21 22:30:30,815:INFO: plotly: 5.5.0 2022-06-21 22:30:30,822:INFO: kaleido: 0.2.1 2022-06-21 22:30:30,823:INFO: statsmodels: 0.12.2 2022-06-21 22:30:30,824:INFO: sktime: 0.11.4 2022-06-21 22:30:30,825:INFO: tbats: Installed but version unavailable 2022-06-21 22:30:30,828:INFO: pmdarima: 1.8.5 2022-06-21 22:30:30,841:INFO: psutil: 5.9.0 2022-06-21 22:30:30,844:INFO: PyCaret optional dependencies: 2022-06-21 22:30:32,636:INFO: pip: 22.1.2 2022-06-21 22:30:32,641:INFO: setuptools: Installed but version unavailable 2022-06-21 22:30:32,642:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:30:32,644:INFO: ipython: Not installed 2022-06-21 22:30:32,645:INFO: ipywidgets: 7.6.5 2022-06-21 22:30:32,645:INFO: tqdm: 4.62.3 2022-06-21 22:30:32,646:INFO: numpy: 1.21.5 2022-06-21 22:30:32,646:INFO: pandas: 1.3.5 2022-06-21 22:30:32,647:INFO: jinja2: 3.0.3 2022-06-21 22:30:32,647:INFO: scipy: 1.7.1 2022-06-21 22:30:32,647:INFO: joblib: 1.1.0 2022-06-21 22:30:32,648:INFO: sklearn: 1.1.1 2022-06-21 22:30:32,648:INFO: pyod: Installed but version unavailable 2022-06-21 22:30:32,648:INFO: imblearn: 0.9.1 2022-06-21 22:30:32,649:INFO: category_encoders: 2.5.0 2022-06-21 22:30:32,650:INFO: lightgbm: 3.2.1 2022-06-21 22:30:32,652:INFO: numba: 0.55.2 2022-06-21 22:30:32,653:INFO: requests: 2.27.1 2022-06-21 22:30:32,655:INFO: matplotlib: 3.4.3 2022-06-21 22:30:32,657:INFO: scikitplot: 0.3.7 2022-06-21 22:30:32,658:INFO: yellowbrick: 1.4 2022-06-21 22:30:32,658:INFO: plotly: 5.5.0 2022-06-21 22:30:32,658:INFO: kaleido: 0.2.1 2022-06-21 22:30:32,663:INFO: statsmodels: 0.12.2 2022-06-21 22:30:32,664:INFO: sktime: 0.11.4 2022-06-21 22:30:32,664:INFO: tbats: Installed but version unavailable 2022-06-21 22:30:32,665:INFO: pmdarima: 1.8.5 2022-06-21 22:30:32,665:INFO: psutil: 5.9.0 2022-06-21 22:30:32,666:INFO: PyCaret optional dependencies: 2022-06-21 22:30:32,853:INFO: pip: 22.1.2 2022-06-21 22:30:32,854:INFO: setuptools: 58.0.4 2022-06-21 22:30:32,857:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:30:32,858:INFO: ipython: Not installed 2022-06-21 22:30:32,858:INFO: ipywidgets: 7.6.5 2022-06-21 22:30:32,859:INFO: tqdm: 4.62.3 2022-06-21 22:30:32,859:INFO: numpy: 1.21.5 2022-06-21 22:30:32,860:INFO: pandas: 1.3.5 2022-06-21 22:30:32,860:INFO: jinja2: 3.0.3 2022-06-21 22:30:32,860:INFO: scipy: 1.7.1 2022-06-21 22:30:32,861:INFO: joblib: 1.1.0 2022-06-21 22:30:32,861:INFO: sklearn: 1.1.1 2022-06-21 22:30:32,862:INFO: pyod: Installed but version unavailable 2022-06-21 22:30:32,864:INFO: imblearn: 0.9.1 2022-06-21 22:30:32,865:INFO: category_encoders: 2.5.0 2022-06-21 22:30:32,865:INFO: lightgbm: Installed but version unavailable 2022-06-21 22:30:32,873:INFO: numba: 0.55.2 2022-06-21 22:30:32,873:INFO: requests: 2.27.1 2022-06-21 22:30:32,875:INFO: matplotlib: 3.4.3 2022-06-21 22:30:32,876:INFO: scikitplot: 0.3.7 2022-06-21 22:30:32,878:INFO: yellowbrick: 1.4 2022-06-21 22:30:32,879:INFO: plotly: 5.5.0 2022-06-21 22:30:32,880:INFO: kaleido: 0.2.1 2022-06-21 22:30:32,881:INFO: statsmodels: 0.12.2 2022-06-21 22:30:32,881:INFO: sktime: 0.11.4 2022-06-21 22:30:32,885:INFO: tbats: Installed but version unavailable 2022-06-21 22:30:32,888:INFO: pmdarima: 1.8.5 2022-06-21 22:30:32,889:INFO: psutil: 5.9.0 2022-06-21 22:30:32,890:INFO: PyCaret optional dependencies: 2022-06-21 22:30:34,914:WARNING: The dash_html_components package is deprecated. Please replace `import dash_html_components as html` with `from dash import html` 2022-06-21 22:30:34,957:INFO:Alert! from version 0.1.39, fter importing, you must do '%matplotlib inline' to display charts in Jupyter Notebooks. AV = AutoViz_Class() dfte = AV.AutoViz(filename, sep=',', depVar='', dfte=None, header=0, verbose=0, lowess=False, chart_format='svg',max_rows_analyzed=150000,max_cols_analyzed=30, save_plot_dir=None) 2022-06-21 22:30:34,960:INFO:Note: verbose=0 or 1 generates charts and displays them in your local Jupyter notebook. 2022-06-21 22:30:34,961:WARNING: The dash_core_components package is deprecated. Please replace `import dash_core_components as dcc` with `from dash import dcc` 2022-06-21 22:30:34,961:INFO: verbose=2 does not display plots but saves them in AutoViz_Plots folder in local machine. 2022-06-21 22:30:34,964:INFO:Updated: chart_format='bokeh' generates and displays charts in your local Jupyter notebook. 2022-06-21 22:30:34,964:INFO: chart_format='server' generates and displays charts in the browser - one tab for each chart. 2022-06-21 22:30:34,965:INFO: chart_format='html' silently saves charts HTML format - they are also interactive! 2022-06-21 22:30:39,496:INFO: shap: 0.39.0 2022-06-21 22:30:39,497:INFO: interpret: 0.2.7 2022-06-21 22:30:39,497:INFO: umap: Installed but version unavailable 2022-06-21 22:30:39,497:INFO: pandas_profiling: 3.2.0 2022-06-21 22:30:39,497:INFO: explainerdashboard: Installed but version unavailable 2022-06-21 22:30:39,497:INFO: autoviz: 0.1.39 2022-06-21 22:30:39,498:INFO: fairlearn: 0.7.0 2022-06-21 22:30:39,498:INFO: xgboost: 1.4.0 2022-06-21 22:30:39,498:INFO: catboost: 1.0.6 2022-06-21 22:30:39,498:INFO: kmodes: 0.12.1 2022-06-21 22:30:39,498:INFO: mlxtend: 0.20.0 2022-06-21 22:30:39,500:INFO: statsforecast: 0.5.5 2022-06-21 22:30:39,501:INFO: tune_sklearn: 0.4.3 2022-06-21 22:30:39,501:INFO: ray: 1.12.1 2022-06-21 22:30:39,501:INFO: hyperopt: 0.2.7 2022-06-21 22:30:39,502:INFO: optuna: 2.10.0 2022-06-21 22:30:39,502:INFO: skopt: 0.9.0 2022-06-21 22:30:39,502:INFO: mlflow: 1.26.1 2022-06-21 22:30:39,502:INFO: gradio: Installed but version unavailable 2022-06-21 22:30:39,503:INFO: fastapi: 0.75.2 2022-06-21 22:30:39,503:INFO: uvicorn: 0.17.6 2022-06-21 22:30:39,503:INFO: m2cgen: 0.10.0 2022-06-21 22:30:39,504:INFO: evidently: 0.1.51.dev0 2022-06-21 22:30:39,504:INFO: nltk: 3.6.5 2022-06-21 22:30:39,504:INFO: pyLDAvis: Not installed 2022-06-21 22:30:39,504:INFO: gensim: Not installed 2022-06-21 22:30:39,505:INFO: spacy: Not installed 2022-06-21 22:30:39,505:INFO: wordcloud: 1.8.1 2022-06-21 22:30:39,505:INFO: textblob: 0.17.1 2022-06-21 22:30:39,506:INFO: fugue: 0.6.6 2022-06-21 22:30:39,506:INFO: streamlit: 1.10.0 2022-06-21 22:30:39,506:INFO: prophet: Not installed 2022-06-21 22:30:39,507:INFO:None 2022-06-21 22:30:39,507:INFO:Set up data. 2022-06-21 22:30:39,518:INFO:Set up train/test split. 2022-06-21 22:30:39,533:INFO:Assigning column types. 2022-06-21 22:30:39,546:INFO:Set up folding strategy. 2022-06-21 22:30:39,548:INFO:Preparing preprocessing pipeline... 2022-06-21 22:30:39,551:INFO:Set up simple imputation. 2022-06-21 22:30:39,648:INFO:Finished creating preprocessing pipeline. 2022-06-21 22:30:39,653:INFO:Pipeline: Pipeline(memory=Memory(location=/tmp/joblib), steps=[('numerical_imputer', TransformerWrapper(exclude=None, include=['Number of times pregnant', 'Plasma glucose concentration a 2 hours in an oral glucose tolerance test', 'Diastolic blood pressure (mm Hg)', 'Triceps skin fold thickness (mm)', '2-Hour serum insulin (mu U/ml)', 'Body mass index (weight in kg/(height in m)^2)', 'Diabetes pedigr...nsformer=SimpleImputer(add_indicator=False, copy=True, fill_value=None, missing_values=nan, strategy='mean', verbose='deprecated'))), ('categorical_imputer', TransformerWrapper(exclude=None, include=[], transformer=SimpleImputer(add_indicator=False, copy=True, fill_value='constant', missing_values=nan, strategy='constant', verbose='deprecated')))], verbose=False) 2022-06-21 22:30:39,660:INFO:Creating final display dataframe. 2022-06-21 22:30:39,770:INFO:Setup display_container: Description Value 0 Session id 8895 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI 1e4e 2022-06-21 22:30:39,974:INFO:setup() successfully completed in 10.02s............... 2022-06-21 22:30:40,468:INFO: shap: 0.39.0 2022-06-21 22:30:40,468:INFO: interpret: 0.2.7 2022-06-21 22:30:40,469:INFO: umap: 0.5.3 2022-06-21 22:30:40,469:INFO: pandas_profiling: 3.2.0 2022-06-21 22:30:40,470:INFO: explainerdashboard: Installed but version unavailable 2022-06-21 22:30:40,470:INFO: autoviz: 0.1.39 2022-06-21 22:30:40,470:INFO: fairlearn: 0.7.0 2022-06-21 22:30:40,471:INFO: xgboost: 1.4.0 2022-06-21 22:30:40,471:INFO: catboost: 1.0.6 2022-06-21 22:30:40,473:INFO: kmodes: 0.12.1 2022-06-21 22:30:40,474:INFO: mlxtend: 0.20.0 2022-06-21 22:30:40,475:INFO: statsforecast: 0.5.5 2022-06-21 22:30:40,478:INFO: tune_sklearn: 0.4.3 2022-06-21 22:30:40,478:INFO: ray: 1.12.1 2022-06-21 22:30:40,479:INFO: hyperopt: 0.2.7 2022-06-21 22:30:40,479:INFO: optuna: 2.10.0 2022-06-21 22:30:40,480:INFO: skopt: 0.9.0 2022-06-21 22:30:40,480:INFO: mlflow: 1.26.1 2022-06-21 22:30:40,480:INFO: gradio: Installed but version unavailable 2022-06-21 22:30:40,481:INFO: fastapi: 0.75.2 2022-06-21 22:30:40,481:INFO: uvicorn: 0.17.6 2022-06-21 22:30:40,481:INFO: m2cgen: 0.10.0 2022-06-21 22:30:40,482:INFO: evidently: 0.1.51.dev0 2022-06-21 22:30:40,483:INFO: nltk: 3.6.5 2022-06-21 22:30:40,484:INFO: pyLDAvis: Not installed 2022-06-21 22:30:40,485:INFO: gensim: Not installed 2022-06-21 22:30:40,486:INFO: spacy: Not installed 2022-06-21 22:30:40,486:INFO: wordcloud: 1.8.1 2022-06-21 22:30:40,487:INFO: textblob: 0.17.1 2022-06-21 22:30:40,487:INFO: fugue: 0.6.6 2022-06-21 22:30:40,488:INFO: streamlit: 1.10.0 2022-06-21 22:30:40,489:INFO: prophet: Not installed 2022-06-21 22:30:40,489:INFO:None 2022-06-21 22:30:40,489:INFO:Set up data. 2022-06-21 22:30:40,499:INFO:Set up train/test split. 2022-06-21 22:30:40,512:INFO:Assigning column types. 2022-06-21 22:30:40,522:INFO:Set up folding strategy. 2022-06-21 22:30:40,522:INFO:Preparing preprocessing pipeline... 2022-06-21 22:30:40,526:INFO:Set up simple imputation. 2022-06-21 22:30:40,578:INFO:Finished creating preprocessing pipeline. 2022-06-21 22:30:40,583:INFO:Pipeline: Pipeline(memory=Memory(location=/tmp/joblib), steps=[('numerical_imputer', TransformerWrapper(exclude=None, include=['Number of times pregnant', 'Plasma glucose concentration a 2 hours in an oral glucose tolerance test', 'Diastolic blood pressure (mm Hg)', 'Triceps skin fold thickness (mm)', '2-Hour serum insulin (mu U/ml)', 'Body mass index (weight in kg/(height in m)^2)', 'Diabetes pedigr...nsformer=SimpleImputer(add_indicator=False, copy=True, fill_value=None, missing_values=nan, strategy='mean', verbose='deprecated'))), ('categorical_imputer', TransformerWrapper(exclude=None, include=[], transformer=SimpleImputer(add_indicator=False, copy=True, fill_value='constant', missing_values=nan, strategy='constant', verbose='deprecated')))], verbose=False) 2022-06-21 22:30:40,583:INFO:Creating final display dataframe. 2022-06-21 22:30:40,691:INFO:Setup display_container: Description Value 0 Session id 665 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI 9aa6 2022-06-21 22:30:40,697:INFO: Description Value 0 Session id 665 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI 9aa6 2022-06-21 22:30:40,947:INFO:setup() successfully completed in 11.02s............... 2022-06-21 22:30:41,544:INFO: shap: 0.39.0 2022-06-21 22:30:41,545:INFO: interpret: 0.2.7 2022-06-21 22:30:41,545:INFO: umap: Installed but version unavailable 2022-06-21 22:30:41,546:INFO: pandas_profiling: Installed but version unavailable 2022-06-21 22:30:41,546:INFO: explainerdashboard: Installed but version unavailable 2022-06-21 22:30:41,546:INFO: autoviz: 0.1.39 2022-06-21 22:30:41,547:INFO: fairlearn: 0.7.0 2022-06-21 22:30:41,547:INFO: xgboost: 1.4.0 2022-06-21 22:30:41,547:INFO: catboost: 1.0.6 2022-06-21 22:30:41,547:INFO: kmodes: 0.12.1 2022-06-21 22:30:41,548:INFO: mlxtend: 0.20.0 2022-06-21 22:30:41,548:INFO: statsforecast: 0.5.5 2022-06-21 22:30:41,548:INFO: tune_sklearn: Installed but version unavailable 2022-06-21 22:30:41,549:INFO: ray: 1.12.1 2022-06-21 22:30:41,549:INFO: hyperopt: 0.2.7 2022-06-21 22:30:41,549:INFO: optuna: 2.10.0 2022-06-21 22:30:41,550:INFO: skopt: 0.9.0 2022-06-21 22:30:41,550:INFO: mlflow: 1.26.1 2022-06-21 22:30:41,550:INFO: gradio: 3.0.11 2022-06-21 22:30:41,551:INFO: fastapi: 0.75.2 2022-06-21 22:30:41,552:INFO: uvicorn: 0.17.6 2022-06-21 22:30:41,552:INFO: m2cgen: 0.10.0 2022-06-21 22:30:41,553:INFO: evidently: 0.1.51.dev0 2022-06-21 22:30:41,553:INFO: nltk: 3.6.5 2022-06-21 22:30:41,553:INFO: pyLDAvis: Not installed 2022-06-21 22:30:41,554:INFO: gensim: Not installed 2022-06-21 22:30:41,556:INFO: spacy: Not installed 2022-06-21 22:30:41,557:INFO: wordcloud: 1.8.1 2022-06-21 22:30:41,558:INFO: textblob: 0.17.1 2022-06-21 22:30:41,559:INFO: fugue: 0.6.6 2022-06-21 22:30:41,559:INFO: streamlit: 1.10.0 2022-06-21 22:30:41,559:INFO: prophet: Not installed 2022-06-21 22:30:41,560:INFO:None 2022-06-21 22:30:41,560:INFO:Set up data. 2022-06-21 22:30:41,574:INFO:Set up train/test split. 2022-06-21 22:30:41,592:INFO:Assigning column types. 2022-06-21 22:30:41,605:INFO:Set up folding strategy. 2022-06-21 22:30:41,606:INFO:Preparing preprocessing pipeline... 2022-06-21 22:30:41,607:INFO:Set up simple imputation. 2022-06-21 22:30:41,673:INFO:Finished creating preprocessing pipeline. 2022-06-21 22:30:41,675:INFO:Pipeline: Pipeline(memory=Memory(location=/tmp/joblib), steps=[('numerical_imputer', TransformerWrapper(exclude=None, include=['Number of times pregnant', 'Plasma glucose concentration a 2 hours in an oral glucose tolerance test', 'Diastolic blood pressure (mm Hg)', 'Triceps skin fold thickness (mm)', '2-Hour serum insulin (mu U/ml)', 'Body mass index (weight in kg/(height in m)^2)', 'Diabetes pedigr...nsformer=SimpleImputer(add_indicator=False, copy=True, fill_value=None, missing_values=nan, strategy='mean', verbose='deprecated'))), ('categorical_imputer', TransformerWrapper(exclude=None, include=[], transformer=SimpleImputer(add_indicator=False, copy=True, fill_value='constant', missing_values=nan, strategy='constant', verbose='deprecated')))], verbose=False) 2022-06-21 22:30:41,676:INFO:Creating final display dataframe. 2022-06-21 22:30:41,763:INFO:Setup display_container: Description Value 0 Session id 3012 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI e396 2022-06-21 22:30:41,772:INFO: Description Value 0 Session id 3012 1 Target Class variable 2 Target type Binary 3 Original data shape (768, 9) 4 Transformed data shape (768, 9) 5 Transformed train set shape (537, 9) 6 Transformed test set shape (231, 9) 7 Numeric features 8 8 Preprocess True 9 Imputation type simple 10 Numeric imputation mean 11 Categorical imputation constant 12 Fold Generator StratifiedKFold 13 Fold Number 10 14 CPU Jobs -1 15 Use GPU False 16 Log Experiment False 17 Experiment Name clf-default-name 18 USI e396 2022-06-21 22:30:41,944:INFO:setup() successfully completed in 11.3s............... 2022-06-21 22:30:41,944:INFO:Initializing compare_models() 2022-06-21 22:30:41,945:INFO:compare_models(self=, include=None, fold=None, round=4, cross_validation=True, sort=Accuracy, n_select=1, budget_time=None, turbo=True, errors=ignore, fit_kwargs=None, groups=None, experiment_custom_tags=None, probability_threshold=None, verbose=True, parallel=None, caller_params={'self': , 'include': None, 'exclude': None, 'fold': None, 'round': 4, 'cross_validation': True, 'sort': 'Accuracy', 'n_select': 1, 'budget_time': None, 'turbo': True, 'errors': 'ignore', 'fit_kwargs': None, 'groups': None, 'experiment_custom_tags': None, 'probability_threshold': None, 'verbose': True, 'parallel': None, '__class__': }, exclude=None) 2022-06-21 22:30:41,945:INFO:Checking exceptions 2022-06-21 22:30:41,950:INFO:Preparing display monitor 2022-06-21 22:30:41,957:INFO:Initializing Logistic Regression 2022-06-21 22:30:41,957:INFO:Total runtime is 8.73406728108724e-06 minutes 2022-06-21 22:30:41,959:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:41,961:INFO:Initializing create_model() 2022-06-21 22:30:41,961:INFO:create_model(self=, estimator=lr, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:41,962:INFO:Checking exceptions 2022-06-21 22:30:41,971:INFO:Importing libraries 2022-06-21 22:30:41,971:INFO:Copying training dataset 2022-06-21 22:30:41,980:INFO:Defining folds 2022-06-21 22:30:41,980:INFO:Declaring metric variables 2022-06-21 22:30:41,981:INFO:Importing untrained model 2022-06-21 22:30:41,982:INFO:Logistic Regression Imported successfully 2022-06-21 22:30:41,983:INFO:Starting cross validation 2022-06-21 22:30:41,989:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:45,004:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,012:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,126:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,137:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,166:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,176:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,295:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,303:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,376:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,396:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,423:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,434:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,485:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,495:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,505:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,513:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,563:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,570:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,594:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,598:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,608:INFO:Calculating mean and std 2022-06-21 22:30:45,610:INFO:Creating metrics dataframe 2022-06-21 22:30:45,620:INFO:Uploading results into container 2022-06-21 22:30:45,627:INFO:Uploading model into container now 2022-06-21 22:30:45,628:INFO:master_model_container: 1 2022-06-21 22:30:45,628:INFO:display_container: 2 2022-06-21 22:30:45,630:INFO:LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True, intercept_scaling=1, l1_ratio=None, max_iter=1000, multi_class='auto', n_jobs=None, penalty='l2', random_state=3012, solver='lbfgs', tol=0.0001, verbose=0, warm_start=False) 2022-06-21 22:30:45,635:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:45,915:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:45,915:INFO:Creating metrics dataframe 2022-06-21 22:30:45,922:INFO:Initializing K Neighbors Classifier 2022-06-21 22:30:45,922:INFO:Total runtime is 0.06608699162801107 minutes 2022-06-21 22:30:45,923:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:45,923:INFO:Initializing create_model() 2022-06-21 22:30:45,924:INFO:create_model(self=, estimator=knn, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:45,924:INFO:Checking exceptions 2022-06-21 22:30:45,928:INFO:Importing libraries 2022-06-21 22:30:45,928:INFO:Copying training dataset 2022-06-21 22:30:45,932:INFO:Defining folds 2022-06-21 22:30:45,933:INFO:Declaring metric variables 2022-06-21 22:30:45,933:INFO:Importing untrained model 2022-06-21 22:30:45,935:INFO:K Neighbors Classifier Imported successfully 2022-06-21 22:30:45,938:INFO:Starting cross validation 2022-06-21 22:30:45,939:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:45,991:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:45,996:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,031:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,047:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,060:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,073:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,075:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,088:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,127:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,139:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,140:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,161:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,162:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,162:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,164:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,181:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,204:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,217:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,228:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,242:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,266:INFO:Calculating mean and std 2022-06-21 22:30:46,267:INFO:Creating metrics dataframe 2022-06-21 22:30:46,279:INFO:Uploading results into container 2022-06-21 22:30:46,281:INFO:Uploading model into container now 2022-06-21 22:30:46,282:INFO:master_model_container: 2 2022-06-21 22:30:46,283:INFO:display_container: 2 2022-06-21 22:30:46,285:INFO:KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski', metric_params=None, n_jobs=-1, n_neighbors=5, p=2, weights='uniform') 2022-06-21 22:30:46,285:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:46,537:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:46,537:INFO:Creating metrics dataframe 2022-06-21 22:30:46,545:INFO:Initializing Naive Bayes 2022-06-21 22:30:46,545:INFO:Total runtime is 0.07646966775258382 minutes 2022-06-21 22:30:46,546:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:46,547:INFO:Initializing create_model() 2022-06-21 22:30:46,548:INFO:create_model(self=, estimator=nb, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:46,548:INFO:Checking exceptions 2022-06-21 22:30:46,551:INFO:Importing libraries 2022-06-21 22:30:46,551:INFO:Copying training dataset 2022-06-21 22:30:46,555:INFO:Defining folds 2022-06-21 22:30:46,555:INFO:Declaring metric variables 2022-06-21 22:30:46,557:INFO:Importing untrained model 2022-06-21 22:30:46,559:INFO:Naive Bayes Imported successfully 2022-06-21 22:30:46,562:INFO:Starting cross validation 2022-06-21 22:30:46,564:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:46,607:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,610:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,611:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,619:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,627:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,628:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,633:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,669:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,676:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,688:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,689:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,691:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,698:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,699:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,717:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,723:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,724:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,726:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,731:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,733:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:46,744:INFO:Calculating mean and std 2022-06-21 22:30:46,744:INFO:Creating metrics dataframe 2022-06-21 22:30:46,750:INFO:Uploading results into container 2022-06-21 22:30:46,751:INFO:Uploading model into container now 2022-06-21 22:30:46,751:INFO:master_model_container: 3 2022-06-21 22:30:46,752:INFO:display_container: 2 2022-06-21 22:30:46,752:INFO:GaussianNB(priors=None, var_smoothing=1e-09) 2022-06-21 22:30:46,752:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:46,985:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:46,986:INFO:Creating metrics dataframe 2022-06-21 22:30:46,995:INFO:Initializing Decision Tree Classifier 2022-06-21 22:30:46,995:INFO:Total runtime is 0.08397597869237264 minutes 2022-06-21 22:30:46,996:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:46,997:INFO:Initializing create_model() 2022-06-21 22:30:46,998:INFO:create_model(self=, estimator=dt, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:46,998:INFO:Checking exceptions 2022-06-21 22:30:47,002:INFO:Importing libraries 2022-06-21 22:30:47,002:INFO:Copying training dataset 2022-06-21 22:30:47,005:INFO:Defining folds 2022-06-21 22:30:47,006:INFO:Declaring metric variables 2022-06-21 22:30:47,006:INFO:Importing untrained model 2022-06-21 22:30:47,009:INFO:Decision Tree Classifier Imported successfully 2022-06-21 22:30:47,011:INFO:Starting cross validation 2022-06-21 22:30:47,012:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:47,056:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,062:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,071:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,074:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,076:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,084:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,090:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,095:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,123:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,125:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,134:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,135:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,135:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,140:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,143:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,150:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,175:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,176:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,181:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,183:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,198:INFO:Calculating mean and std 2022-06-21 22:30:47,200:INFO:Creating metrics dataframe 2022-06-21 22:30:47,204:INFO:Uploading results into container 2022-06-21 22:30:47,205:INFO:Uploading model into container now 2022-06-21 22:30:47,205:INFO:master_model_container: 4 2022-06-21 22:30:47,206:INFO:display_container: 2 2022-06-21 22:30:47,206:INFO:DecisionTreeClassifier(ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, random_state=3012, splitter='best') 2022-06-21 22:30:47,207:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:47,452:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:47,454:INFO:Creating metrics dataframe 2022-06-21 22:30:47,463:INFO:Initializing SVM - Linear Kernel 2022-06-21 22:30:47,464:INFO:Total runtime is 0.09178666671117147 minutes 2022-06-21 22:30:47,465:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:47,467:INFO:Initializing create_model() 2022-06-21 22:30:47,468:INFO:create_model(self=, estimator=svm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:47,469:INFO:Checking exceptions 2022-06-21 22:30:47,473:INFO:Importing libraries 2022-06-21 22:30:47,474:INFO:Copying training dataset 2022-06-21 22:30:47,477:INFO:Defining folds 2022-06-21 22:30:47,477:INFO:Declaring metric variables 2022-06-21 22:30:47,478:INFO:Importing untrained model 2022-06-21 22:30:47,479:INFO:SVM - Linear Kernel Imported successfully 2022-06-21 22:30:47,481:INFO:Starting cross validation 2022-06-21 22:30:47,483:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:47,530:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,536:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,540:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,544:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,549:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,552:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,557:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,566:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,589:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,592:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,598:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,599:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,610:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,610:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,623:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,629:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,631:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,638:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,640:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,645:INFO:Calculating mean and std 2022-06-21 22:30:47,646:INFO:Creating metrics dataframe 2022-06-21 22:30:47,654:INFO:Uploading results into container 2022-06-21 22:30:47,656:INFO:Uploading model into container now 2022-06-21 22:30:47,659:INFO:master_model_container: 5 2022-06-21 22:30:47,659:INFO:display_container: 2 2022-06-21 22:30:47,660:INFO:SGDClassifier(alpha=0.0001, average=False, class_weight=None, early_stopping=False, epsilon=0.1, eta0=0.001, fit_intercept=True, l1_ratio=0.15, learning_rate='optimal', loss='hinge', max_iter=1000, n_iter_no_change=5, n_jobs=-1, penalty='l2', power_t=0.5, random_state=3012, shuffle=True, tol=0.001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:30:47,661:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:47,897:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:47,898:INFO:Creating metrics dataframe 2022-06-21 22:30:47,905:INFO:Initializing Ridge Classifier 2022-06-21 22:30:47,906:INFO:Total runtime is 0.09914722839991252 minutes 2022-06-21 22:30:47,907:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:47,908:INFO:Initializing create_model() 2022-06-21 22:30:47,909:INFO:create_model(self=, estimator=ridge, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:47,909:INFO:Checking exceptions 2022-06-21 22:30:47,911:INFO:Importing libraries 2022-06-21 22:30:47,912:INFO:Copying training dataset 2022-06-21 22:30:47,918:INFO:Defining folds 2022-06-21 22:30:47,919:INFO:Declaring metric variables 2022-06-21 22:30:47,921:INFO:Importing untrained model 2022-06-21 22:30:47,924:INFO:Ridge Classifier Imported successfully 2022-06-21 22:30:47,927:INFO:Starting cross validation 2022-06-21 22:30:47,927:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:47,976:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,974:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,988:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,989:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,992:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,995:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:47,998:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,006:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,045:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,046:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,068:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,072:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,073:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,088:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,092:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,097:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,117:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,126:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,130:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,136:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,143:INFO:Calculating mean and std 2022-06-21 22:30:48,144:INFO:Creating metrics dataframe 2022-06-21 22:30:48,151:INFO:Uploading results into container 2022-06-21 22:30:48,152:INFO:Uploading model into container now 2022-06-21 22:30:48,154:INFO:master_model_container: 6 2022-06-21 22:30:48,154:INFO:display_container: 2 2022-06-21 22:30:48,155:INFO:RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001) 2022-06-21 22:30:48,156:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:48,421:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:48,421:INFO:Creating metrics dataframe 2022-06-21 22:30:48,432:INFO:Initializing Random Forest Classifier 2022-06-21 22:30:48,433:INFO:Total runtime is 0.10793263912200929 minutes 2022-06-21 22:30:48,434:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:48,435:INFO:Initializing create_model() 2022-06-21 22:30:48,435:INFO:create_model(self=, estimator=rf, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:48,435:INFO:Checking exceptions 2022-06-21 22:30:48,438:INFO:Importing libraries 2022-06-21 22:30:48,438:INFO:Copying training dataset 2022-06-21 22:30:48,443:INFO:Defining folds 2022-06-21 22:30:48,443:INFO:Declaring metric variables 2022-06-21 22:30:48,445:INFO:Importing untrained model 2022-06-21 22:30:48,449:INFO:Random Forest Classifier Imported successfully 2022-06-21 22:30:48,451:INFO:Starting cross validation 2022-06-21 22:30:48,454:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:48,785:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,791:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,814:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,816:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,833:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,845:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,863:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:48,897:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,207:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,207:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,250:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,250:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,312:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,321:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,347:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,351:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,563:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,574:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,592:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,600:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,635:INFO:Calculating mean and std 2022-06-21 22:30:49,636:INFO:Creating metrics dataframe 2022-06-21 22:30:49,648:INFO:Uploading results into container 2022-06-21 22:30:49,648:INFO:Uploading model into container now 2022-06-21 22:30:49,649:INFO:master_model_container: 7 2022-06-21 22:30:49,649:INFO:display_container: 2 2022-06-21 22:30:49,651:INFO:RandomForestClassifier(bootstrap=True, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=3012, verbose=0, warm_start=False) 2022-06-21 22:30:49,652:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:49,893:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:49,894:INFO:Creating metrics dataframe 2022-06-21 22:30:49,904:INFO:Initializing Quadratic Discriminant Analysis 2022-06-21 22:30:49,904:INFO:Total runtime is 0.1324564576148987 minutes 2022-06-21 22:30:49,905:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:49,907:INFO:Initializing create_model() 2022-06-21 22:30:49,907:INFO:create_model(self=, estimator=qda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:49,907:INFO:Checking exceptions 2022-06-21 22:30:49,910:INFO:Importing libraries 2022-06-21 22:30:49,911:INFO:Copying training dataset 2022-06-21 22:30:49,915:INFO:Defining folds 2022-06-21 22:30:49,915:INFO:Declaring metric variables 2022-06-21 22:30:49,917:INFO:Importing untrained model 2022-06-21 22:30:49,919:INFO:Quadratic Discriminant Analysis Imported successfully 2022-06-21 22:30:49,921:INFO:Starting cross validation 2022-06-21 22:30:49,923:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:49,965:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,975:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,978:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,983:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:49,988:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,000:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,027:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,039:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,042:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,050:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,056:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,063:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,078:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,079:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,084:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,097:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,109:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,125:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,133:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,141:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,161:INFO:Calculating mean and std 2022-06-21 22:30:50,163:INFO:Creating metrics dataframe 2022-06-21 22:30:50,174:INFO:Uploading results into container 2022-06-21 22:30:50,176:INFO:Uploading model into container now 2022-06-21 22:30:50,178:INFO:master_model_container: 8 2022-06-21 22:30:50,179:INFO:display_container: 2 2022-06-21 22:30:50,179:INFO:QuadraticDiscriminantAnalysis(priors=None, reg_param=0.0, store_covariance=False, tol=0.0001) 2022-06-21 22:30:50,180:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:50,447:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:50,447:INFO:Creating metrics dataframe 2022-06-21 22:30:50,460:INFO:Initializing Ada Boost Classifier 2022-06-21 22:30:50,460:INFO:Total runtime is 0.14172704219818116 minutes 2022-06-21 22:30:50,462:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:50,463:INFO:Initializing create_model() 2022-06-21 22:30:50,464:INFO:create_model(self=, estimator=ada, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:50,464:INFO:Checking exceptions 2022-06-21 22:30:50,467:INFO:Importing libraries 2022-06-21 22:30:50,467:INFO:Copying training dataset 2022-06-21 22:30:50,471:INFO:Defining folds 2022-06-21 22:30:50,472:INFO:Declaring metric variables 2022-06-21 22:30:50,474:INFO:Importing untrained model 2022-06-21 22:30:50,476:INFO:Ada Boost Classifier Imported successfully 2022-06-21 22:30:50,479:INFO:Starting cross validation 2022-06-21 22:30:50,481:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:50,675:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,680:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,702:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,721:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,755:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,759:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,781:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,805:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,878:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,901:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,950:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,976:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:50,980:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,000:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,045:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,068:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,068:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,089:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,135:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,146:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,164:INFO:Calculating mean and std 2022-06-21 22:30:51,164:INFO:Creating metrics dataframe 2022-06-21 22:30:51,170:INFO:Uploading results into container 2022-06-21 22:30:51,172:INFO:Uploading model into container now 2022-06-21 22:30:51,173:INFO:master_model_container: 9 2022-06-21 22:30:51,174:INFO:display_container: 2 2022-06-21 22:30:51,175:INFO:AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None, learning_rate=1.0, n_estimators=50, random_state=3012) 2022-06-21 22:30:51,175:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:51,406:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:51,406:INFO:Creating metrics dataframe 2022-06-21 22:30:51,416:INFO:Initializing Gradient Boosting Classifier 2022-06-21 22:30:51,417:INFO:Total runtime is 0.1576701641082764 minutes 2022-06-21 22:30:51,418:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:51,419:INFO:Initializing create_model() 2022-06-21 22:30:51,419:INFO:create_model(self=, estimator=gbc, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:51,420:INFO:Checking exceptions 2022-06-21 22:30:51,423:INFO:Importing libraries 2022-06-21 22:30:51,424:INFO:Copying training dataset 2022-06-21 22:30:51,428:INFO:Defining folds 2022-06-21 22:30:51,429:INFO:Declaring metric variables 2022-06-21 22:30:51,431:INFO:Importing untrained model 2022-06-21 22:30:51,434:INFO:Gradient Boosting Classifier Imported successfully 2022-06-21 22:30:51,437:INFO:Starting cross validation 2022-06-21 22:30:51,440:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:51,671:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,675:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,679:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,684:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,688:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,723:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,731:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,916:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,924:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,940:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,949:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:51,992:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,000:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,050:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,063:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,163:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,173:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,217:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,229:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,247:INFO:Calculating mean and std 2022-06-21 22:30:52,248:INFO:Creating metrics dataframe 2022-06-21 22:30:52,258:INFO:Uploading results into container 2022-06-21 22:30:52,261:INFO:Uploading model into container now 2022-06-21 22:30:52,263:INFO:master_model_container: 10 2022-06-21 22:30:52,264:INFO:display_container: 2 2022-06-21 22:30:52,265:INFO:GradientBoostingClassifier(ccp_alpha=0.0, criterion='friedman_mse', init=None, learning_rate=0.1, loss='log_loss', max_depth=3, max_features=None, max_leaf_nodes=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_iter_no_change=None, random_state=3012, subsample=1.0, tol=0.0001, validation_fraction=0.1, verbose=0, warm_start=False) 2022-06-21 22:30:52,266:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:52,525:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:52,526:INFO:Creating metrics dataframe 2022-06-21 22:30:52,535:INFO:Initializing Linear Discriminant Analysis 2022-06-21 22:30:52,536:INFO:Total runtime is 0.17631372610727947 minutes 2022-06-21 22:30:52,536:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:52,537:INFO:Initializing create_model() 2022-06-21 22:30:52,537:INFO:create_model(self=, estimator=lda, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:52,538:INFO:Checking exceptions 2022-06-21 22:30:52,541:INFO:Importing libraries 2022-06-21 22:30:52,542:INFO:Copying training dataset 2022-06-21 22:30:52,546:INFO:Defining folds 2022-06-21 22:30:52,547:INFO:Declaring metric variables 2022-06-21 22:30:52,548:INFO:Importing untrained model 2022-06-21 22:30:52,549:INFO:Linear Discriminant Analysis Imported successfully 2022-06-21 22:30:52,550:INFO:Starting cross validation 2022-06-21 22:30:52,552:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:52,616:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,616:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,616:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,619:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,631:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,633:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,643:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,643:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,686:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,687:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,688:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,691:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,694:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,694:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,698:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,724:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,728:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,729:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,733:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:52,742:INFO:Calculating mean and std 2022-06-21 22:30:52,743:INFO:Creating metrics dataframe 2022-06-21 22:30:52,750:INFO:Uploading results into container 2022-06-21 22:30:52,751:INFO:Uploading model into container now 2022-06-21 22:30:52,752:INFO:master_model_container: 11 2022-06-21 22:30:52,752:INFO:display_container: 2 2022-06-21 22:30:52,753:INFO:LinearDiscriminantAnalysis(covariance_estimator=None, n_components=None, priors=None, shrinkage=None, solver='svd', store_covariance=False, tol=0.0001) 2022-06-21 22:30:52,753:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:52,982:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:52,982:INFO:Creating metrics dataframe 2022-06-21 22:30:52,990:INFO:Initializing Extra Trees Classifier 2022-06-21 22:30:52,991:INFO:Total runtime is 0.18390250603357952 minutes 2022-06-21 22:30:52,992:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:52,993:INFO:Initializing create_model() 2022-06-21 22:30:52,994:INFO:create_model(self=, estimator=et, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:52,994:INFO:Checking exceptions 2022-06-21 22:30:52,997:INFO:Importing libraries 2022-06-21 22:30:52,997:INFO:Copying training dataset 2022-06-21 22:30:53,000:INFO:Defining folds 2022-06-21 22:30:53,001:INFO:Declaring metric variables 2022-06-21 22:30:53,005:INFO:Importing untrained model 2022-06-21 22:30:53,006:INFO:Extra Trees Classifier Imported successfully 2022-06-21 22:30:53,009:INFO:Starting cross validation 2022-06-21 22:30:53,011:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:53,277:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,300:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,307:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,319:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,333:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,337:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,360:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,374:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,595:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,600:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,635:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,650:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,682:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,686:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,715:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,732:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,912:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,936:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,942:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:53,969:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:54,036:INFO:Calculating mean and std 2022-06-21 22:30:54,037:INFO:Creating metrics dataframe 2022-06-21 22:30:54,051:INFO:Uploading results into container 2022-06-21 22:30:54,052:INFO:Uploading model into container now 2022-06-21 22:30:54,054:INFO:master_model_container: 12 2022-06-21 22:30:54,055:INFO:display_container: 2 2022-06-21 22:30:54,056:INFO:ExtraTreesClassifier(bootstrap=False, ccp_alpha=0.0, class_weight=None, criterion='gini', max_depth=None, max_features='sqrt', max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1, oob_score=False, random_state=3012, verbose=0, warm_start=False) 2022-06-21 22:30:54,057:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:54,349:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:54,349:INFO:Creating metrics dataframe 2022-06-21 22:30:54,358:INFO:Initializing Extreme Gradient Boosting 2022-06-21 22:30:54,360:INFO:Total runtime is 0.206722629070282 minutes 2022-06-21 22:30:54,362:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:54,362:INFO:Initializing create_model() 2022-06-21 22:30:54,363:INFO:create_model(self=, estimator=xgboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:54,363:INFO:Checking exceptions 2022-06-21 22:30:54,366:INFO:Importing libraries 2022-06-21 22:30:54,367:INFO:Copying training dataset 2022-06-21 22:30:54,372:INFO:Defining folds 2022-06-21 22:30:54,373:INFO:Declaring metric variables 2022-06-21 22:30:54,374:INFO:Importing untrained model 2022-06-21 22:30:54,378:INFO:Extreme Gradient Boosting Imported successfully 2022-06-21 22:30:54,380:INFO:Starting cross validation 2022-06-21 22:30:54,381:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:30:55,036:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:55,053:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:55,068:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:55,309:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:55,795:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:55,801:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:55,814:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:55,819:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:55,856:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:56,202:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,239:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,282:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,299:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,347:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,384:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,392:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,394:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:56,399:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,589:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:56,682:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,722:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,751:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,755:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,814:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,825:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,829:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:56,840:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:56,874:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:56,931:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:58,090:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,104:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,119:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,148:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,138:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,168:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,168:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,178:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,184:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,192:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,211:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,215:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,356:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/sklearn.py:1146: UserWarning: The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1]. warnings.warn(label_encoder_deprecation_msg, UserWarning) 2022-06-21 22:30:58,359:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,364:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,375:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,380:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,629:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,635:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,636:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:30:58,648:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/xgboost/data.py:112: UserWarning: Use subset (sliced data) of np.ndarray is not recommended because it will generate extra copies and increase memory consumption warnings.warn( 2022-06-21 22:30:58,658:INFO:Calculating mean and std 2022-06-21 22:30:58,660:INFO:Creating metrics dataframe 2022-06-21 22:30:58,668:INFO:Uploading results into container 2022-06-21 22:30:58,669:INFO:Uploading model into container now 2022-06-21 22:30:58,669:INFO:master_model_container: 13 2022-06-21 22:30:58,670:INFO:display_container: 2 2022-06-21 22:30:58,674:INFO:XGBClassifier(base_score=None, booster='gbtree', colsample_bylevel=None, colsample_bynode=None, colsample_bytree=None, gamma=None, gpu_id=None, importance_type='gain', interaction_constraints=None, learning_rate=None, max_delta_step=None, max_depth=None, min_child_weight=None, missing=nan, monotone_constraints=None, n_estimators=100, n_jobs=-1, num_parallel_tree=None, objective='binary:logistic', random_state=3012, reg_alpha=None, reg_lambda=None, scale_pos_weight=None, subsample=None, tree_method='auto', use_label_encoder=True, validate_parameters=None, verbosity=0) 2022-06-21 22:30:58,675:INFO:create_model() successfully completed...................................... 2022-06-21 22:30:58,957:INFO:SubProcess create_model() end ================================== 2022-06-21 22:30:58,958:INFO:Creating metrics dataframe 2022-06-21 22:30:58,970:INFO:Initializing Light Gradient Boosting Machine 2022-06-21 22:30:58,971:INFO:Total runtime is 0.28356479008992513 minutes 2022-06-21 22:30:58,972:INFO:SubProcess create_model() called ================================== 2022-06-21 22:30:58,973:INFO:Initializing create_model() 2022-06-21 22:30:58,974:INFO:create_model(self=, estimator=lightgbm, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:30:58,975:INFO:Checking exceptions 2022-06-21 22:30:58,980:INFO:Importing libraries 2022-06-21 22:30:58,981:INFO:Copying training dataset 2022-06-21 22:30:58,997:INFO:Defining folds 2022-06-21 22:30:58,998:INFO:Declaring metric variables 2022-06-21 22:30:59,003:INFO:Importing untrained model 2022-06-21 22:30:59,007:INFO:Light Gradient Boosting Machine Imported successfully 2022-06-21 22:30:59,009:INFO:Starting cross validation 2022-06-21 22:30:59,010:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:31:02,677:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:02,709:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,114:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,124:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,150:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,162:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,429:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:03,459:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:04,816:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:04,859:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,696:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,712:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,725:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,734:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,770:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:05,799:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:06,011:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:06,017:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:06,217:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:06,225:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:06,245:INFO:Calculating mean and std 2022-06-21 22:31:06,246:INFO:Creating metrics dataframe 2022-06-21 22:31:06,252:INFO:Uploading results into container 2022-06-21 22:31:06,255:INFO:Uploading model into container now 2022-06-21 22:31:06,258:INFO:master_model_container: 14 2022-06-21 22:31:06,258:INFO:display_container: 2 2022-06-21 22:31:06,259:INFO:LGBMClassifier(boosting_type='gbdt', class_weight=None, colsample_bytree=1.0, importance_type='split', learning_rate=0.1, max_depth=-1, min_child_samples=20, min_child_weight=0.001, min_split_gain=0.0, n_estimators=100, n_jobs=-1, num_leaves=31, objective=None, random_state=3012, reg_alpha=0.0, reg_lambda=0.0, silent=True, subsample=1.0, subsample_for_bin=200000, subsample_freq=0) 2022-06-21 22:31:06,259:INFO:create_model() successfully completed...................................... 2022-06-21 22:31:06,566:INFO:SubProcess create_model() end ================================== 2022-06-21 22:31:06,567:INFO:Creating metrics dataframe 2022-06-21 22:31:06,576:INFO:Initializing CatBoost Classifier 2022-06-21 22:31:06,577:INFO:Total runtime is 0.4103308320045471 minutes 2022-06-21 22:31:06,577:INFO:SubProcess create_model() called ================================== 2022-06-21 22:31:06,577:INFO:Initializing create_model() 2022-06-21 22:31:06,578:INFO:create_model(self=, estimator=catboost, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:31:06,578:INFO:Checking exceptions 2022-06-21 22:31:06,580:INFO:Importing libraries 2022-06-21 22:31:06,580:INFO:Copying training dataset 2022-06-21 22:31:06,584:INFO:Defining folds 2022-06-21 22:31:06,585:INFO:Declaring metric variables 2022-06-21 22:31:06,586:INFO:Importing untrained model 2022-06-21 22:31:06,588:INFO:CatBoost Classifier Imported successfully 2022-06-21 22:31:06,590:INFO:Starting cross validation 2022-06-21 22:31:06,592:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:31:11,882:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:11,963:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:12,095:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:12,105:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:12,957:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:13,004:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:14,232:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:14,282:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:16,574:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:16,595:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:17,926:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:17,934:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:19,412:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:19,426:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:19,465:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:19,483:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,069:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,096:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,252:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,258:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,269:INFO:Calculating mean and std 2022-06-21 22:31:21,270:INFO:Creating metrics dataframe 2022-06-21 22:31:21,276:INFO:Uploading results into container 2022-06-21 22:31:21,277:INFO:Uploading model into container now 2022-06-21 22:31:21,278:INFO:master_model_container: 15 2022-06-21 22:31:21,279:INFO:display_container: 2 2022-06-21 22:31:21,279:INFO: 2022-06-21 22:31:21,279:INFO:create_model() successfully completed...................................... 2022-06-21 22:31:21,489:INFO:SubProcess create_model() end ================================== 2022-06-21 22:31:21,489:INFO:Creating metrics dataframe 2022-06-21 22:31:21,502:INFO:Initializing Dummy Classifier 2022-06-21 22:31:21,503:INFO:Total runtime is 0.659098490079244 minutes 2022-06-21 22:31:21,503:INFO:SubProcess create_model() called ================================== 2022-06-21 22:31:21,503:INFO:Initializing create_model() 2022-06-21 22:31:21,503:INFO:create_model(self=, estimator=dummy, fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=True, predict=True, fit_kwargs={}, groups=None, refit=False, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=, return_train_score=False, kwargs={}) 2022-06-21 22:31:21,504:INFO:Checking exceptions 2022-06-21 22:31:21,506:INFO:Importing libraries 2022-06-21 22:31:21,506:INFO:Copying training dataset 2022-06-21 22:31:21,510:INFO:Defining folds 2022-06-21 22:31:21,510:INFO:Declaring metric variables 2022-06-21 22:31:21,510:INFO:Importing untrained model 2022-06-21 22:31:21,511:INFO:Dummy Classifier Imported successfully 2022-06-21 22:31:21,512:INFO:Starting cross validation 2022-06-21 22:31:21,513:INFO:Cross validating with StratifiedKFold(n_splits=10, random_state=None, shuffle=False), n_jobs=-1 2022-06-21 22:31:21,540:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,542:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,547:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,551:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,553:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,554:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,566:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,570:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,571:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,571:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,582:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,587:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,587:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,593:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,597:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,603:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,605:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,606:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,614:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,616:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,625:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,627:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,627:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,628:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,633:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,639:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,646:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,646:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,649:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/utils/metaestimators.py:201: FutureWarning: if_delegate_has_method was deprecated in version 1.1 and will be removed in version 1.3. Use if_available instead. warnings.warn( 2022-06-21 22:31:21,657:WARNING:/home/tonne/development/anaconda3/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1327: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. _warn_prf(average, modifier, msg_start, len(result)) 2022-06-21 22:31:21,660:INFO:Calculating mean and std 2022-06-21 22:31:21,661:INFO:Creating metrics dataframe 2022-06-21 22:31:21,665:INFO:Uploading results into container 2022-06-21 22:31:21,666:INFO:Uploading model into container now 2022-06-21 22:31:21,666:INFO:master_model_container: 16 2022-06-21 22:31:21,667:INFO:display_container: 2 2022-06-21 22:31:21,667:INFO:DummyClassifier(constant=None, random_state=3012, strategy='prior') 2022-06-21 22:31:21,668:INFO:create_model() successfully completed...................................... 2022-06-21 22:31:21,866:INFO:SubProcess create_model() end ================================== 2022-06-21 22:31:21,866:INFO:Creating metrics dataframe 2022-06-21 22:31:21,877:INFO:Initializing create_model() 2022-06-21 22:31:21,878:INFO:create_model(self=, estimator=RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001), fold=StratifiedKFold(n_splits=10, random_state=None, shuffle=False), round=4, cross_validation=False, predict=False, fit_kwargs={}, groups=None, refit=True, probability_threshold=None, experiment_custom_tags=None, verbose=False, system=False, add_to_model_list=True, metrics=None, display=None, return_train_score=False, kwargs={}) 2022-06-21 22:31:21,878:INFO:Checking exceptions 2022-06-21 22:31:21,881:INFO:Importing libraries 2022-06-21 22:31:21,881:INFO:Copying training dataset 2022-06-21 22:31:21,885:INFO:Defining folds 2022-06-21 22:31:21,885:INFO:Declaring metric variables 2022-06-21 22:31:21,885:INFO:Importing untrained model 2022-06-21 22:31:21,885:INFO:Declaring custom model 2022-06-21 22:31:21,886:INFO:Ridge Classifier Imported successfully 2022-06-21 22:31:21,887:INFO:Cross validation set to False 2022-06-21 22:31:21,887:INFO:Fitting Model 2022-06-21 22:31:21,934:INFO:RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001) 2022-06-21 22:31:21,934:INFO:create_model() successfully completed...................................... 2022-06-21 22:31:22,310:INFO: Model Accuracy AUC Recall Prec. \ ridge Ridge Classifier 0.7618 0.0000 0.5462 0.7138 lda Linear Discriminant Analysis 0.7618 0.8202 0.5518 0.7107 lr Logistic Regression 0.7600 0.8210 0.5570 0.7057 qda Quadratic Discriminant Analysis 0.7600 0.8098 0.6003 0.6790 nb Naive Bayes 0.7562 0.8094 0.5830 0.6828 gbc Gradient Boosting Classifier 0.7469 0.8041 0.5561 0.6670 lightgbm Light Gradient Boosting Machine 0.7432 0.7781 0.5667 0.6608 et Extra Trees Classifier 0.7412 0.8025 0.5237 0.6665 catboost CatBoost Classifier 0.7394 0.8117 0.5456 0.6611 rf Random Forest Classifier 0.7393 0.8056 0.5398 0.6761 ada Ada Boost Classifier 0.7374 0.8055 0.5556 0.6573 xgboost Extreme Gradient Boosting 0.7152 0.7694 0.5456 0.6010 knn K Neighbors Classifier 0.7077 0.7139 0.4971 0.6041 dt Decision Tree Classifier 0.6985 0.6687 0.5716 0.5787 dummy Dummy Classifier 0.6518 0.5000 0.0000 0.0000 svm SVM - Linear Kernel 0.6294 0.0000 0.3863 0.5580 F1 Kappa MCC TT (Sec) ridge 0.6123 0.4460 0.4584 0.021 lda 0.6143 0.4474 0.4591 0.019 lr 0.6162 0.4461 0.4569 0.361 qda 0.6342 0.4574 0.4614 0.024 nb 0.6227 0.4453 0.4530 0.018 gbc 0.6015 0.4196 0.4264 0.081 lightgbm 0.5985 0.4144 0.4241 0.723 et 0.5828 0.4000 0.4083 0.102 catboost 0.5887 0.4028 0.4124 1.468 rf 0.5887 0.4027 0.4163 0.118 ada 0.5934 0.4030 0.4118 0.068 xgboost 0.5654 0.3571 0.3615 0.428 knn 0.5379 0.3294 0.3366 0.033 dt 0.5707 0.3394 0.3424 0.018 dummy 0.0000 0.0000 0.0000 0.015 svm 0.3758 0.1516 0.1966 0.016 2022-06-21 22:31:22,311:INFO:master_model_container: 16 2022-06-21 22:31:22,311:INFO:display_container: 2 2022-06-21 22:31:22,312:INFO:RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001) 2022-06-21 22:31:22,312:INFO:compare_models() successfully completed...................................... 2022-06-21 22:31:22,318:INFO:Initializing evaluate_model() 2022-06-21 22:31:22,318:INFO:evaluate_model(self=, estimator=RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001), fold=None, fit_kwargs=None, plot_kwargs=None, feature_name=None, groups=None, use_train_data=False) 2022-06-21 22:31:22,346:INFO:interactive(children=(ToggleButtons(description='Plot Type:', icons=('',), options=(('Pipeline Plot', 'pipeline'), ('Hyperparameters', 'parameter'), ('AUC', 'auc'), ('Confusion Matrix', 'confusion_matrix'), ('Threshold', 'threshold'), ('Precision Recall', 'pr'), ('Prediction Error', 'error'), ('Class Report', 'class_report'), ('Feature Selection', 'rfe'), ('Learning Curve', 'learning'), ('Manifold Learning', 'manifold'), ('Calibration Curve', 'calibration'), ('Validation Curve', 'vc'), ('Dimensions', 'dimension'), ('Feature Importance', 'feature'), ('Feature Importance (All)', 'feature_all'), ('Decision Boundary', 'boundary'), ('Lift Chart', 'lift'), ('Gain Chart', 'gain'), ('Decision Tree', 'tree'), ('KS Statistic Plot', 'ks')), value='pipeline'), Output()), _dom_classes=('widget-interact',)) 2022-06-21 22:31:22,348:INFO:Initializing plot_model() 2022-06-21 22:31:22,350:INFO:plot_model(plot=auc, fold=None, use_train_data=False, verbose=True, display=None, display_format=None, estimator=RidgeClassifier(alpha=1.0, class_weight=None, copy_X=True, fit_intercept=True, max_iter=None, normalize='deprecated', positive=False, random_state=3012, solver='auto', tol=0.001), feature_name=None, fit_kwargs=None, groups=None, label=False, plot_kwargs=None, save=images, scale=1, self=, system=True) 2022-06-21 22:31:22,351:INFO:Checking exceptions 2022-06-21 22:32:04,644:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:32:04,701:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:32:16,595:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:32:16,658:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:32:16,659:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:32:16,706:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:05,906:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:05,987:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:05,987:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:06,067:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:06,098:INFO: System Node Name Release Version Machine Processor Achitecture num_process Ram 0 Linux henry 5.18.4-051804-generic #202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 1... x86_64 x86_64 64bit 4 7.665428 1 Linux henry 5.18.4-051804-generic #202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 1... x86_64 x86_64 ELF 4 7.665428 2022-06-21 22:33:26,689:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:26,693:INFO:--------------- 2022-06-21 22:33:26,773:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:26,775:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:26,849:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': ('64bit', 'ELF'), 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:33:26,883:INFO: System Node Name Release Version Machine Processor Achitecture num_process Ram 0 Linux henry 5.18.4-051804-generic #202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 1... x86_64 x86_64 64bit 4 7.665428 1 Linux henry 5.18.4-051804-generic #202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 1... x86_64 x86_64 ELF 4 7.665428 2022-06-21 22:34:22,687:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': , 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:22,689:INFO:--------------- 2022-06-21 22:34:22,689:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': , 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:22,689:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': , 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:22,690:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': , 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:28,855:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': 'ELF', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:28,861:INFO:--------------- 2022-06-21 22:34:28,935:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': 'ELF', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:28,935:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': 'ELF', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:29,016:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': 'ELF', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:33,299:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': '64bit', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:33,310:INFO:--------------- 2022-06-21 22:34:33,404:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': '64bit', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:33,405:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': '64bit', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:33,471:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'Achitecture': '64bit', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:37,745:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:37,746:INFO:--------------- 2022-06-21 22:34:37,751:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:37,751:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:37,752:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:45,161:INFO:--------------- 2022-06-21 22:34:45,164:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:45,165:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:34:45,165:INFO:{'System': 'Linux', 'Node Name': 'henry', 'Release': '5.18.4-051804-generic', 'Version': '#202206141755 SMP PREEMPT_DYNAMIC Tue Jun 14 18:09:57 UTC 2022', 'Machine': 'x86_64', 'Processor': 'x86_64', 'num_process': 4, 'Ram': 7.665428161621094} 2022-06-21 22:35:35,564:INFO: Stopping... 2022-06-21 22:35:35,754:INFO: Stopping... 2022-06-21 22:36:07,842:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:36:07,844:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:36:07,846:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:36:07,846:WARNING: No module named 'cuml'. 'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install. 2022-06-21 22:37:41,451:INFO:PyCaret ClassificationExperiment 2022-06-21 22:37:41,452:INFO:Logging name: clf-default-name 2022-06-21 22:37:41,452:INFO:ML Usecase: MLUsecase.CLASSIFICATION 2022-06-21 22:37:41,452:INFO:version 3.0.0.rc1 2022-06-21 22:37:41,452:INFO:Initializing setup() 2022-06-21 22:37:41,453:INFO:self.USI: 2d3d 2022-06-21 22:37:41,453:INFO:self.variable_keys: {'_available_plots', 'gpu_param', 'y', 'fold_groups_param', '_all_metrics', '_all_models', 'data', 'master_model_container', 'log_plots_param', 'html_param', 'fold_shuffle_param', 'n_jobs_param', 'pipeline', 'idx', 'logging_param', 'y_test', 'fold_generator', 'X_train', '_gpu_n_jobs_param', 'exp_id', 'y_train', 'memory', '_is_multiclass', 'exp_name_log', '_ml_usecase', 'X_test', 'seed', 'target_param', 'X', 'fix_imbalance', 'display_container', 'variable_keys', '_all_models_internal', 'USI'} 2022-06-21 22:37:41,453:INFO:Checking environment 2022-06-21 22:37:41,453:INFO:python_version: 3.9.7 2022-06-21 22:37:41,454:INFO:python_build: ('default', 'Sep 16 2021 13:09:58') 2022-06-21 22:37:41,454:INFO:machine: x86_64 2022-06-21 22:37:41,454:INFO:platform: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:37:41,455:INFO:Memory: svmem(total=8230690816, available=2047127552, percent=75.1, used=5103902720, free=1050148864, active=2454056960, inactive=3927064576, buffers=65650688, cached=2010988544, shared=765796352, slab=373186560) 2022-06-21 22:37:41,455:INFO:Physical Core: 2 2022-06-21 22:37:41,456:INFO:Logical Core: 4 2022-06-21 22:37:41,456:INFO:Checking libraries 2022-06-21 22:37:41,457:INFO: System: 2022-06-21 22:37:41,457:INFO: python: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0] 2022-06-21 22:37:41,458:INFO:executable: /home/tonne/development/anaconda3/bin/python 2022-06-21 22:37:41,459:INFO: machine: Linux-5.18.4-051804-generic-x86_64-with-glibc2.35 2022-06-21 22:37:41,460:INFO: PyCaret required dependencies: 2022-06-21 22:37:42,399:INFO: pip: 22.1.2 2022-06-21 22:37:42,399:INFO: setuptools: 58.0.4 2022-06-21 22:37:42,400:INFO: pycaret: 3.0.0.rc1 2022-06-21 22:37:42,400:INFO: ipython: Not installed 2022-06-21 22:37:42,400:INFO: ipywidgets: 7.6.5 2022-06-21 22:37:42,401:INFO: tqdm: 4.62.3 2022-06-21 22:37:42,401:INFO: numpy: 1.21.5 2022-06-21 22:37:42,402:INFO: pandas: 1.3.5 2022-06-21 22:37:42,402:INFO: jinja2: 3.0.3 2022-06-21 22:37:42,402:INFO: scipy: 1.7.1 2022-06-21 22:37:42,402:INFO: joblib: 1.1.0 2022-06-21 22:37:42,402:INFO: sklearn: 1.1.1 2022-06-21 22:37:42,403:INFO: pyod: Installed but version unavailable 2022-06-21 22:37:42,403:INFO: imblearn: 0.9.1 2022-06-21 22:37:42,404:INFO: category_encoders: 2.5.0 2022-06-21 22:37:42,404:INFO: lightgbm: 3.2.1 2022-06-21 22:37:42,404:INFO: numba: 0.55.2 2022-06-21 22:37:42,404:INFO: requests: 2.27.1 2022-06-21 22:37:42,404:INFO: matplotlib: 3.4.3 2022-06-21 22:37:42,405:INFO: scikitplot: 0.3.7 2022-06-21 22:37:42,405:INFO: yellowbrick: 1.4 2022-06-21 22:37:42,405:INFO: plotly: 5.5.0 2022-06-21 22:37:42,405:INFO: kaleido: 0.2.1 2022-06-21 22:37:42,405:INFO: statsmodels: 0.12.2 2022-06-21 22:37:42,406:INFO: sktime: 0.11.4 2022-06-21 22:37:42,406:INFO: tbats: Installed but version unavailable 2022-06-21 22:37:42,406:INFO: pmdarima: 1.8.5 2022-06-21 22:37:42,406:INFO: psutil: 5.9.0 2022-06-21 22:37:42,406:INFO: PyCaret optional dependencies: 2022-06-21 22:37:44,714:INFO: Stopping... 2022-06-21 22:37:44,886:INFO: Stopping... 2022-06-21 22:37:45,042:INFO: Stopping... 2022-06-21 22:37:45,203:INFO: Stopping... 2022-06-21 22:37:45,383:INFO: Stopping... 2022-06-21 22:37:45,558:INFO: Stopping... 2022-06-21 22:37:45,762:INFO: Stopping... 2022-06-21 22:37:45,936:INFO: Stopping... 2022-06-21 22:37:46,445:INFO: Stopping... 2022-06-21 22:37:46,482:INFO: Stopping... 2022-06-21 22:37:46,516:INFO: Stopping... 2022-06-21 22:37:46,544:INFO: Stopping... 2022-06-21 22:37:46,570:INFO: Stopping... 2022-06-21 22:37:46,598:INFO: Stopping... 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22:37:48,396:WARNING:--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ---Exception ignored in: 2022-06-21 22:37:48,402:WARNING:Traceback (most recent call last): 2022-06-21 22:37:48,405:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1004, in handleError 2022-06-21 22:37:48,410:WARNING: sys.stderr.write('--- Logging error ---\n') 2022-06-21 22:37:48,411:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/site-packages/pycaret/internal/logging.py", line 25, in write 2022-06-21 22:37:48,414:WARNING: self.logfct("".join(self.buf)) 2022-06-21 22:37:48,416:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1458, in warning 2022-06-21 22:37:48,418:WARNING: self._log(WARNING, msg, args, **kwargs) 2022-06-21 22:37:48,419:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1589, in _log 2022-06-21 22:37:48,424:WARNING: self.handle(record) 2022-06-21 22:37:48,425:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle 2022-06-21 22:37:48,449:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ---RecursionError: maximum recursion depth exceeded while calling a Python object 2022-06-21 22:37:48,507:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ---RecursionError: maximum recursion depth exceeded while calling a Python object--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ---Exception ignored in sys.unraisablehook: 2022-06-21 22:37:48,510:WARNING:Traceback (most recent call last): 2022-06-21 22:37:48,512:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle 2022-06-21 22:37:48,514:WARNING: self.callHandlers(record) 2022-06-21 22:37:48,514:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1661, in callHandlers 2022-06-21 22:37:48,515:WARNING: hdlr.handle(record) 2022-06-21 22:37:48,515:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 952, in handle 2022-06-21 22:37:48,516:WARNING: self.emit(record) 2022-06-21 22:37:48,517:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1187, in emit 2022-06-21 22:37:48,518:WARNING: StreamHandler.emit(self, record) 2022-06-21 22:37:48,520:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1091, in emit 2022-06-21 22:37:48,523:WARNING: self.handleError(record) 2022-06-21 22:37:48,524:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1004, in handleError 2022-06-21 22:37:48,526:WARNING: sys.stderr.write('--- Logging error ---\n') 2022-06-21 22:37:48,527:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/site-packages/pycaret/internal/logging.py", line 25, in write 2022-06-21 22:37:48,529:WARNING: self.logfct("".join(self.buf)) 2022-06-21 22:37:48,530:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1458, in warning 2022-06-21 22:37:48,531:INFO: Stopping... Stopping... Stopping... Stopping... Stopping... Stopping... Stopping... Stopping... 2022-06-21 22:37:48,532:WARNING: self._log(WARNING, msg, args, **kwargs) 2022-06-21 22:37:48,532:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1589, in _log 2022-06-21 22:37:48,556:WARNING: self.handle(record) 2022-06-21 22:37:48,557:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle 2022-06-21 22:37:48,558:WARNING: self.callHandlers(record) 2022-06-21 22:37:48,558:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1661, in callHandlers 2022-06-21 22:37:48,559:WARNING: hdlr.handle(record) 2022-06-21 22:37:48,559:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 952, in handle 2022-06-21 22:37:48,562:WARNING: self.emit(record) 2022-06-21 22:37:48,562:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1187, in emit 2022-06-21 22:37:48,563:WARNING: StreamHandler.emit(self, record) 2022-06-21 22:37:48,564:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1091, in emit 2022-06-21 22:37:48,565:INFO: Stopping... 2022-06-21 22:37:48,566:WARNING: self.handleError(record) 2022-06-21 22:37:48,566:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1004, in handleError 2022-06-21 22:37:48,572:WARNING: sys.stderr.write('--- Logging error ---\n') 2022-06-21 22:37:48,572:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/site-packages/pycaret/internal/logging.py", line 25, in write 2022-06-21 22:37:48,574:WARNING: self.logfct("".join(self.buf)) 2022-06-21 22:37:48,575:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1458, in warning 2022-06-21 22:37:48,577:WARNING: self._log(WARNING, msg, args, **kwargs) 2022-06-21 22:37:48,578:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1589, in _log 2022-06-21 22:37:48,580:WARNING: self.handle(record) 2022-06-21 22:37:48,581:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle 2022-06-21 22:37:48,581:WARNING: self.callHandlers(record) 2022-06-21 22:37:48,582:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1661, in callHandlers 2022-06-21 22:37:48,582:WARNING: hdlr.handle(record) 2022-06-21 22:37:48,583:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 952, in handle 2022-06-21 22:37:48,583:WARNING: self.emit(record) 2022-06-21 22:37:48,585:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1187, in emit 2022-06-21 22:37:48,587:WARNING: StreamHandler.emit(self, record) 2022-06-21 22:37:48,589:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1091, in emit 2022-06-21 22:37:48,590:WARNING: self.handleError(record) 2022-06-21 22:37:48,591:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1004, in handleError 2022-06-21 22:37:48,592:WARNING: sys.stderr.write('--- Logging error ---\n') 2022-06-21 22:37:48,592:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/site-packages/pycaret/internal/logging.py", line 25, in write 2022-06-21 22:37:48,593:WARNING: self.logfct("".join(self.buf)) 2022-06-21 22:37:48,594:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1458, in warning 2022-06-21 22:37:48,594:WARNING: self._log(WARNING, msg, args, **kwargs) 2022-06-21 22:37:48,595:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1589, in _log 2022-06-21 22:37:48,597:WARNING: self.handle(record) 2022-06-21 22:37:48,598:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle 2022-06-21 22:37:48,599:INFO: Stopping... 2022-06-21 22:37:48,599:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error --- 2022-06-21 22:37:48,599:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error --- 2022-06-21 22:37:48,599:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,600:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,600:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,600:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,600:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,600:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,601:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,601:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,601:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,602:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,602:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,602:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,602:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,603:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,603:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,603:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,603:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,603:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,604:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,604:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,604:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,604:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,605:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,605:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,606:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,606:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,606:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,607:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,607:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,607:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,608:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,608:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,608:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,608:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,609:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,610:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,610:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,611:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,611:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,612:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,612:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,613:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,614:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,615:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,615:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,615:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,616:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,616:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,616:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,617:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,617:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,617:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,617:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,618:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,618:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,618:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,619:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,620:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,621:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,621:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,622:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,622:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,623:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,623:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,624:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,624:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,625:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,625:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,625:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,625:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,626:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,626:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,626:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,626:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,627:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,627:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,627:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,627:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,628:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,628:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,628:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,628:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,628:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,629:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,629:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,630:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,630:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,630:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,631:INFO: Stopping... Stopping... 2022-06-21 22:37:48,631:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,632:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,633:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,633:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,634:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,634:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,634:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,634:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,635:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,636:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,636:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,636:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,636:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,636:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,637:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,637:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,637:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,637:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,637:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,638:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,639:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,640:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,641:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,642:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,643:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,644:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,646:INFO: Stopping... Stopping... Stopping... 2022-06-21 22:37:48,646:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,647:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,647:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,648:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,648:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,650:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,651:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,652:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,654:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,654:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,655:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,655:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,655:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,656:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,657:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,658:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,658:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,658:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,659:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,659:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,659:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,659:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,660:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,660:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,660:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,660:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,661:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,662:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,662:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,662:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,663:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,663:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,663:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,663:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,664:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,664:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,665:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,668:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,668:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,669:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,669:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,670:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,670:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,670:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,670:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,671:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,671:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,672:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,673:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error --- 2022-06-21 22:37:48,715:WARNING: File "/home/tonne/development/anaconda3/lib/python3.9/logging/__init__.py", line 1599, in handle--- Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ------ Logging error ---RecursionError: maximum recursion depth exceeded