tests.test_core.KhiopsCoreIOTests
  ✅ test_analysis_results
  ✅ test_api_scenario_generation
  ✅ test_binary_dictionary_domain
  ✅ test_coclustering_results
  ✅ test_data_path_deprecation_in_api_method
  ✅ test_dictionary
  ✅ test_runner_version
  ✅ test_std_stream_errors
  ✅ test_std_stream_warnings
  ✅ test_std_streams_files
  ✅ test_system_settings
  ✅ test_unknown_argument_in_api_method

tests.test_core.KhiopsCoreServicesTests
  ✅ test_analysis_results_accessors
  ✅ test_analysis_results_simple_edge_cases
  ✅ test_analysis_results_simple_initializations
  ✅ test_coclustering_results_accessors
  ✅ test_coclustering_results_simple_edge_cases
  ✅ test_coclustering_results_simple_initializations
  ✅ test_dictionary_accessors
  ✅ test_dictionary_extract_data_paths
  ✅ test_dictionary_get_dictionary_at_data_path
  ✅ test_dictionary_get_dictionary_at_legacy_data_path_deprecation
  ✅ test_dictionary_rule_construction
  ✅ test_dictionary_simple_edge_cases
  ✅ test_dictionary_simple_initializations

tests.test_core.KhiopsCoreVariousTests
  ✅ test_invalid_templates
  ✅ test_invalid_versions
  ✅ test_raise_exception_on_error_case_without_a_message
  ✅ test_scenario_generation
  ✅ test_version_comparisons

tests.test_core.LocalFileSystemTests
  ✅ test_copy_from_local

tests.test_dataset_class.DataFramePreprocessingTests
  ✅ test_newlines_removed_from_csv_file_for_khiops

tests.test_dataset_class.DatasetInputOutputConsistencyTests
  ✅ test_create_khiops_domain
  ✅ test_dataset_is_correctly_built
  ✅ test_dataset_of_deprecated_mt_mapping
  ✅ test_out_file_from_dataframe_monotable
  ✅ test_out_file_from_numpy_array_monotable
  ✅ test_out_file_from_sparse_matrix_monotable
  ✅ test_out_file_from_sparse_matrix_monotable_specification
  ✅ test_out_files_from_dataframes_multitable_snowflake
  ✅ test_out_files_from_dataframes_multitable_star

tests.test_dataset_errors.DatasetSpecErrorsTests
  ✅ test_df_dataset_fails_if_target_column_is_already_in_the_features
  ✅ test_dict_spec_additional_data_tables_item_must_be_of_size_2_or_3
  ✅ test_dict_spec_additional_data_tables_item_must_be_tuple
  ✅ test_dict_spec_additional_data_tables_must_be_dict
  ✅ test_dict_spec_entity_flag_must_be_bool
  ✅ test_dict_spec_key_column_type_must_be_str_or_int
  ✅ test_dict_spec_key_main_table_must_be_present
  ✅ test_dict_spec_key_type_must_be_str_or_list_like
  ✅ test_dict_spec_main_table_input_type_must_be_a_tuple
  ✅ test_dict_spec_main_table_key_must_be_specified
  ✅ test_dict_spec_main_table_must_be_specified_for_multitable_datasets
  ✅ test_dict_spec_main_table_must_be_str
  ✅ test_dict_spec_secondary_table_data_path_must_be_str
  ✅ test_dict_spec_secondary_table_key_must_be_specified
  ✅ test_dict_spec_source_table_type_must_be_adequate
  ✅ test_dict_spec_table_key_column_type_must_be_str
  ✅ test_dict_spec_table_key_must_be_non_empty_for_multitable_datasets
  ✅ test_dict_spec_table_key_must_sequence
  ✅ test_dict_spec_y_type_must_be_series_or_df_when_x_is_df_spec
  ✅ test_pandas_table_column_ids_must_all_be_int_or_str
  ✅ test_pandas_table_input_table_must_not_be_empty
  ✅ test_pandas_table_input_type_must_be_dataframe
  ✅ test_pandas_table_name_must_not_be_the_empty_string
  ✅ test_x_must_be_df_or_sequence_or_mapping
  ✅ test_y_type_must_be_str_or_array_like_1d

tests.test_estimator_attributes.EstimatorAttributesTests
  ✅ test_classifier_attributes_monotable
  ✅ test_classifier_attributes_multitable
  ✅ test_encoder_attributes_monotable
  ✅ test_encoder_attributes_multitable
  ✅ test_regressor_attributes_monotable
  ✅ test_regressor_attributes_multitable

tests.test_helper_functions.KhiopsHelperFunctions
  ✅ test_build_multi_table_dictionary_domain
  ✅ test_train_test_split_dataset_dataframe
  ✅ test_visualize_report_fails_on_file_with_executable_permissions
  ✅ test_visualize_report_fails_on_improper_file_extensions
  ✅ test_visualize_report_fails_on_inexistent_file

tests.test_khiops_integrations.DockerKhiopsEdgeCases
  ✅ test_shared_dir_edge_cases

tests.test_khiops_integrations.KhiopsMultitableFitTests
  ✅ test_estimator_multiple_create_and_fit_does_not_raise_exception

tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests
  ✅ test_environment_error_on_bogus_khiops_env_script
  ✅ test_khiops_and_khiops_coclustering_are_run_with_mpi
  ✅ test_runner_environment_for_openmpi5
  ✅ test_runner_environment_initialization
  ✅ test_runner_has_mpiexec_on_linux
  ✅ test_samples_are_downloaded_according_to_the_runner_setting

tests.test_parallel_execution.KhiopsParallelRunningTests
  ✅ test_parallel_classifier_fit
  ✅ test_parallel_classifier_fit_predict
  ✅ test_parallel_coclustering_fit
  ✅ test_parallel_coclustering_fit_predict
  ✅ test_parallel_encoder_fit
  ✅ test_parallel_encoder_fit_predict
  ✅ test_parallel_regressor_fit
  ✅ test_parallel_regressor_fit_predict

tests.test_remote_access.KhiopsAzureRemoteBlobTests
  ✅ test_train_predictor_fail_and_log_with_remote_access
  ✅ test_train_predictor_with_remote_access
  ⚪ test_samples_dir_inferred_from_remote_home

tests.test_remote_access.KhiopsAzureRemoteFileTests
  ✅ test_train_predictor_fail_and_log_with_remote_access
  ✅ test_train_predictor_with_remote_access
  ⚪ test_samples_dir_inferred_from_remote_home

tests.test_remote_access.KhiopsDockerRunnerTests
  ✅ test_train_predictor_fail_and_log_with_remote_access
  ✅ test_train_predictor_with_remote_access
  ⚪ test_samples_dir_inferred_from_remote_home

tests.test_remote_access.KhiopsGCSRemoteFileTests
  ✅ test_train_predictor_fail_and_log_with_remote_access
  ✅ test_train_predictor_with_remote_access
  ⚪ test_samples_dir_inferred_from_remote_home

tests.test_remote_access.KhiopsS3RemoteFileTests
  ✅ test_train_predictor_fail_and_log_with_remote_access
  ✅ test_train_predictor_with_remote_access
  ⚪ test_samples_dir_inferred_from_remote_home

tests.test_samples.KhiopsSamplesTests
  ✅ test_samples
  ✅ test_samples_sklearn

tests.test_sklearn_output_types.KhiopsSklearnOutputTypes
  ✅ test_classifier_output_types
  ✅ test_regression_output_types

tests.test_sklearn.KhiopsSklearnEstimatorStandardTests
  ✅ test_sklearn_check_estimator

tests.test_sklearn.KhiopsSklearnParameterPassingTests
  ✅ test_parameter_transfer_classifier_fit_from_monotable_dataframe
  ✅ test_parameter_transfer_classifier_fit_from_monotable_dataframe_with_df_y
  ✅ test_parameter_transfer_classifier_fit_from_multitable_dataframe
  ✅ test_parameter_transfer_classifier_predict_from_monotable_dataframe
  ✅ test_parameter_transfer_classifier_predict_from_multitable_dataframe
  ✅ test_parameter_transfer_coclustering_fit_from_dataframe
  ✅ test_parameter_transfer_coclustering_predict_from_dataframe
  ✅ test_parameter_transfer_coclustering_simplify_from_dataframe
  ✅ test_parameter_transfer_encoder_fit_from_monotable_dataframe
  ✅ test_parameter_transfer_encoder_fit_from_monotable_dataframe_with_df_y
  ✅ test_parameter_transfer_encoder_fit_from_multitable_dataframe
  ✅ test_parameter_transfer_encoder_predict_from_monotable_dataframe
  ✅ test_parameter_transfer_encoder_predict_from_multitable_dataframe
  ✅ test_parameter_transfer_regressor_fit_from_monotable_dataframe
  ✅ test_parameter_transfer_regressor_fit_from_monotable_dataframe_with_df_y
  ✅ test_parameter_transfer_regressor_fit_from_multitable_dataframe
  ✅ test_parameter_transfer_regressor_predict_from_monotable_dataframe
  ✅ test_parameter_transfer_regressor_predict_from_multitable_dataframe

tests.test_sklearn.KhiopsSklearnVariousTests
  ✅ test_concurrency_safe_operations
  ✅ test_export_operations_raise_when_not_fitted
  ✅ test_khiops_encoder_no_output_variables_implies_not_fit