python version 3.9.21 ##define ref dataset tr_ds_lr = Dataset.from_pandas( tr_data_lr, data_definition=DataDefinition() ) ###define cur dataset te_ds_lr = Dataset.from_pandas( te_data_lr, data_definition=DataDefinition() ) ###defining report report = Report(metrics=[ # DataDriftPreset(num_stattest='jensenshannon', num_stattest_threshold=0.5, drift_share=0.5) DataDriftPreset(num_stattest='wasserstein', num_stattest_threshold=0.5, drift_share=0.5) ] ) ####report run is throwin error report.run(reference_data=tr_ds_lr, current_data=te_ds_lr) Error Message, ValueError Traceback (most recent call last) Cell In[22], [line 1](vscode-notebook-cell:?execution_count=22&line=1) ----> [1](vscode-notebook-cell:?execution_count=22&line=1) report.run(reference_data=tr_ds_lr, current_data=te_ds_lr) File c:\Users\40104089\AppData\Local\miniconda3\envs\drift-env\lib\site-packages\evidently\report\report.py:112, in Report.run(self, reference_data, current_data, column_mapping, engine, additional_data, timestamp) [110](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:110) raise ValueError("No Engine is set") [111](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:111) else: --> [112](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:112) data_definition = self._inner_suite.context.get_data_definition( [113](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:113) current_data, [114](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:114) reference_data, [115](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:115) column_mapping, [116](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:116) self.options.data_definition_options.categorical_features_cardinality, [117](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:117) ) [118](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:118) if METRIC_GENERATORS in self.metadata: [119](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/report/report.py:119) del self.metadata[METRIC_GENERATORS] File c:\Users\40104089\AppData\Local\miniconda3\envs\drift-env\lib\site-packages\evidently\suite\base_suite.py:133, in Context.get_data_definition(self, current_data, reference_data, column_mapping, categorical_features_cardinality) [131](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:131) if self.engine is None: [132](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:132) raise ValueError("Cannot create data definition when engine is not set") --> [133](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:133) self.data_definition = self.engine.get_data_definition( [134](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:134) current_data, [135](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:135) reference_data, [136](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:136) column_mapping, [137](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/suite/base_suite.py:137) categorical_features_cardinality, ... [52](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/calculation_engine/python_engine.py:52) ): ---> [53](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/calculation_engine/python_engine.py:53) raise ValueError("PandasEngine works only with pd.DataFrame input data") [54](file:///C:/Users/40104089/AppData/Local/miniconda3/envs/drift-env/lib/site-packages/evidently/calculation_engine/python_engine.py:54) return create_data_definition(reference_data, current_data, column_mapping, categorical_features_cardinality) ValueError: PandasEngine works only with pd.DataFrame input data ``` Continue reading...