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Expose keep_selected_variables_only for sklearn predictors (KhiopsClassifier and KhiopsRegressor) #567

Expose `keep_selected_variables_only` for sklearn predictors (`Khiops…
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GitHub Actions / Run Tests 3.10 succeeded Apr 3, 2026 in 0s

210 passed, 0 failed and 46 skipped

Tests passed successfully

Report Passed Failed Skipped Time
reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreIOTests-20260403141932.xml 12✅ 3s
reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreServicesTests-20260403141932.xml 13✅ 251ms
reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreVariousTests-20260403141932.xml 5✅ 36ms
reports/py3.10_conda/TEST-tests.test_core.LocalFileSystemTests-20260403141932.xml 1✅ 2ms
reports/py3.10_conda/TEST-tests.test_dataset_class.DataFramePreprocessingTests-20260403141932.xml 1✅ 8ms
reports/py3.10_conda/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403141932.xml 9✅ 180ms
reports/py3.10_conda/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20260403141932.xml 25✅ 81ms
reports/py3.10_conda/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20260403141932.xml 6✅ 228s
reports/py3.10_conda/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20260403141932.xml 5✅ 52ms
reports/py3.10_conda/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403141932.xml 1✅ 1ms
reports/py3.10_conda/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403141932.xml 1⚪ 1ms
reports/py3.10_conda/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403141932.xml 5✅ 1⚪ 38ms
reports/py3.10_conda/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20260403141932.xml 8⚪ 10ms
reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20260403141932.xml 3⚪ 4ms
reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403141932.xml 3⚪ 4ms
reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20260403141932.xml 3⚪ 4ms
reports/py3.10_conda/TEST-tests.test_samples.KhiopsSamplesTests-20260403141932.xml 2⚪ 1ms
reports/py3.10_conda/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403141932.xml 2⚪ 9ms
reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403141932.xml 1✅ 108s
reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403141932.xml 18✅ 15s
reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20260403141932.xml 3✅ 281s
reports/py3.10/TEST-tests.test_core.KhiopsCoreIOTests-20260403140617.xml 12✅ 3s
reports/py3.10/TEST-tests.test_core.KhiopsCoreServicesTests-20260403140617.xml 13✅ 257ms
reports/py3.10/TEST-tests.test_core.KhiopsCoreVariousTests-20260403140617.xml 5✅ 28ms
reports/py3.10/TEST-tests.test_core.LocalFileSystemTests-20260403140617.xml 1✅ 2ms
reports/py3.10/TEST-tests.test_dataset_class.DataFramePreprocessingTests-20260403140617.xml 1✅ 8ms
reports/py3.10/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403140617.xml 9✅ 182ms
reports/py3.10/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20260403140617.xml 25✅ 92ms
reports/py3.10/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20260403140617.xml 6✅ 235s
reports/py3.10/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20260403140617.xml 5✅ 51ms
reports/py3.10/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403140617.xml 1✅ 1ms
reports/py3.10/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403140617.xml 1⚪ 1ms
reports/py3.10/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403140617.xml 5✅ 1⚪ 29ms
reports/py3.10/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20260403140617.xml 8⚪ 10ms
reports/py3.10/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20260403140617.xml 3⚪ 4ms
reports/py3.10/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403140617.xml 3⚪ 4ms
reports/py3.10/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20260403140617.xml 3⚪ 4ms
reports/py3.10/TEST-tests.test_samples.KhiopsSamplesTests-20260403140617.xml 2⚪ 1ms
reports/py3.10/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403140617.xml 2⚪ 9ms
reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403140617.xml 1✅ 243s
reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403140617.xml 18✅ 15s
reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20260403140617.xml 3✅ 281s

✅ reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreIOTests-20260403141932.xml

12 tests were completed in 3s with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreIOTests-20260403141932 12✅ 3s

✅ tests.test_core.KhiopsCoreIOTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreServicesTests-20260403141932.xml

13 tests were completed in 251ms with 13 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreServicesTests-20260403141932 13✅ 251ms

✅ tests.test_core.KhiopsCoreServicesTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_core.KhiopsCoreVariousTests-20260403141932.xml

5 tests were completed in 36ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreVariousTests-20260403141932 5✅ 36ms

✅ tests.test_core.KhiopsCoreVariousTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_core.LocalFileSystemTests-20260403141932.xml

1 tests were completed in 2ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.LocalFileSystemTests-20260403141932 1✅ 2ms

✅ tests.test_core.LocalFileSystemTests-20260403141932

tests.test_core.LocalFileSystemTests
  ✅ test_copy_from_local

✅ reports/py3.10_conda/TEST-tests.test_dataset_class.DataFramePreprocessingTests-20260403141932.xml

1 tests were completed in 8ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DataFramePreprocessingTests-20260403141932 1✅ 8ms

✅ tests.test_dataset_class.DataFramePreprocessingTests-20260403141932

tests.test_dataset_class.DataFramePreprocessingTests
  ✅ test_newlines_removed_from_csv_file_for_khiops

✅ reports/py3.10_conda/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403141932.xml

9 tests were completed in 180ms with 9 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403141932 9✅ 180ms

✅ tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20260403141932.xml

25 tests were completed in 81ms with 25 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_errors.DatasetSpecErrorsTests-20260403141932 25✅ 81ms

✅ tests.test_dataset_errors.DatasetSpecErrorsTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20260403141932.xml

6 tests were completed in 228s with 6 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_estimator_attributes.EstimatorAttributesTests-20260403141932 6✅ 228s

✅ tests.test_estimator_attributes.EstimatorAttributesTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20260403141932.xml

5 tests were completed in 52ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_helper_functions.KhiopsHelperFunctions-20260403141932 5✅ 52ms

✅ tests.test_helper_functions.KhiopsHelperFunctions-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403141932.xml

1 tests were completed in 1ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403141932 1✅ 1ms

✅ tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403141932

tests.test_khiops_integrations.DockerKhiopsEdgeCases
  ✅ test_shared_dir_edge_cases

✅ reports/py3.10_conda/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403141932.xml

1 tests were completed in 1ms with 0 passed, 0 failed and 1 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403141932 1⚪ 1ms

✅ tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403141932

tests.test_khiops_integrations.KhiopsMultitableFitTests
  ⚪ test_estimator_multiple_create_and_fit_does_not_raise_exception

✅ reports/py3.10_conda/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403141932.xml

6 tests were completed in 38ms with 5 passed, 0 failed and 1 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403141932 5✅ 1⚪ 38ms

✅ tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20260403141932.xml

8 tests were completed in 10ms with 0 passed, 0 failed and 8 skipped.

Test suite Passed Failed Skipped Time
tests.test_parallel_execution.KhiopsParallelRunningTests-20260403141932 8⚪ 10ms

✅ tests.test_parallel_execution.KhiopsParallelRunningTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20260403141932.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsDockerRunnerTests-20260403141932 3⚪ 4ms

✅ tests.test_remote_access.KhiopsDockerRunnerTests-20260403141932

tests.test_remote_access.KhiopsDockerRunnerTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403141932.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403141932 3⚪ 4ms

✅ tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403141932

tests.test_remote_access.KhiopsGCSRemoteFileTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10_conda/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20260403141932.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsS3RemoteFileTests-20260403141932 3⚪ 4ms

✅ tests.test_remote_access.KhiopsS3RemoteFileTests-20260403141932

tests.test_remote_access.KhiopsS3RemoteFileTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10_conda/TEST-tests.test_samples.KhiopsSamplesTests-20260403141932.xml

2 tests were completed in 1ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_samples.KhiopsSamplesTests-20260403141932 2⚪ 1ms

✅ tests.test_samples.KhiopsSamplesTests-20260403141932

tests.test_samples.KhiopsSamplesTests
  ⚪ test_samples
  ⚪ test_samples_sklearn

✅ reports/py3.10_conda/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403141932.xml

2 tests were completed in 9ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403141932 2⚪ 9ms

✅ tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403141932

tests.test_sklearn_output_types.KhiopsSklearnOutputTypes
  ⚪ test_classifier_output_types
  ⚪ test_regression_output_types

✅ reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403141932.xml

1 tests were completed in 108s with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403141932 1✅ 108s

✅ tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403141932

tests.test_sklearn.KhiopsSklearnEstimatorStandardTests
  ✅ test_sklearn_check_estimator

✅ reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403141932.xml

18 tests were completed in 15s with 18 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403141932 18✅ 15s

✅ tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403141932

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

✅ reports/py3.10_conda/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20260403141932.xml

3 tests were completed in 281s with 3 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnVariousTests-20260403141932 3✅ 281s

✅ tests.test_sklearn.KhiopsSklearnVariousTests-20260403141932

tests.test_sklearn.KhiopsSklearnVariousTests
  ✅ test_concurrency_safe_operations
  ✅ test_export_operations_raise_when_not_fitted
  ✅ test_khiops_encoder_no_output_variables_implies_not_fit

✅ reports/py3.10/TEST-tests.test_core.KhiopsCoreIOTests-20260403140617.xml

12 tests were completed in 3s with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreIOTests-20260403140617 12✅ 3s

✅ tests.test_core.KhiopsCoreIOTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_core.KhiopsCoreServicesTests-20260403140617.xml

13 tests were completed in 257ms with 13 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreServicesTests-20260403140617 13✅ 257ms

✅ tests.test_core.KhiopsCoreServicesTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_core.KhiopsCoreVariousTests-20260403140617.xml

5 tests were completed in 28ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreVariousTests-20260403140617 5✅ 28ms

✅ tests.test_core.KhiopsCoreVariousTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_core.LocalFileSystemTests-20260403140617.xml

1 tests were completed in 2ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.LocalFileSystemTests-20260403140617 1✅ 2ms

✅ tests.test_core.LocalFileSystemTests-20260403140617

tests.test_core.LocalFileSystemTests
  ✅ test_copy_from_local

✅ reports/py3.10/TEST-tests.test_dataset_class.DataFramePreprocessingTests-20260403140617.xml

1 tests were completed in 8ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DataFramePreprocessingTests-20260403140617 1✅ 8ms

✅ tests.test_dataset_class.DataFramePreprocessingTests-20260403140617

tests.test_dataset_class.DataFramePreprocessingTests
  ✅ test_newlines_removed_from_csv_file_for_khiops

✅ reports/py3.10/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403140617.xml

9 tests were completed in 182ms with 9 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403140617 9✅ 182ms

✅ tests.test_dataset_class.DatasetInputOutputConsistencyTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20260403140617.xml

25 tests were completed in 92ms with 25 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_errors.DatasetSpecErrorsTests-20260403140617 25✅ 92ms

✅ tests.test_dataset_errors.DatasetSpecErrorsTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20260403140617.xml

6 tests were completed in 235s with 6 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_estimator_attributes.EstimatorAttributesTests-20260403140617 6✅ 235s

✅ tests.test_estimator_attributes.EstimatorAttributesTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20260403140617.xml

5 tests were completed in 51ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_helper_functions.KhiopsHelperFunctions-20260403140617 5✅ 51ms

✅ tests.test_helper_functions.KhiopsHelperFunctions-20260403140617

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

✅ reports/py3.10/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403140617.xml

1 tests were completed in 1ms with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403140617 1✅ 1ms

✅ tests.test_khiops_integrations.DockerKhiopsEdgeCases-20260403140617

tests.test_khiops_integrations.DockerKhiopsEdgeCases
  ✅ test_shared_dir_edge_cases

✅ reports/py3.10/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403140617.xml

1 tests were completed in 1ms with 0 passed, 0 failed and 1 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403140617 1⚪ 1ms

✅ tests.test_khiops_integrations.KhiopsMultitableFitTests-20260403140617

tests.test_khiops_integrations.KhiopsMultitableFitTests
  ⚪ test_estimator_multiple_create_and_fit_does_not_raise_exception

✅ reports/py3.10/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403140617.xml

6 tests were completed in 29ms with 5 passed, 0 failed and 1 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403140617 5✅ 1⚪ 29ms

✅ tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20260403140617.xml

8 tests were completed in 10ms with 0 passed, 0 failed and 8 skipped.

Test suite Passed Failed Skipped Time
tests.test_parallel_execution.KhiopsParallelRunningTests-20260403140617 8⚪ 10ms

✅ tests.test_parallel_execution.KhiopsParallelRunningTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20260403140617.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsDockerRunnerTests-20260403140617 3⚪ 4ms

✅ tests.test_remote_access.KhiopsDockerRunnerTests-20260403140617

tests.test_remote_access.KhiopsDockerRunnerTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403140617.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403140617 3⚪ 4ms

✅ tests.test_remote_access.KhiopsGCSRemoteFileTests-20260403140617

tests.test_remote_access.KhiopsGCSRemoteFileTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20260403140617.xml

3 tests were completed in 4ms with 0 passed, 0 failed and 3 skipped.

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsS3RemoteFileTests-20260403140617 3⚪ 4ms

✅ tests.test_remote_access.KhiopsS3RemoteFileTests-20260403140617

tests.test_remote_access.KhiopsS3RemoteFileTests
  ⚪ test_samples_dir_inferred_from_remote_home
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.10/TEST-tests.test_samples.KhiopsSamplesTests-20260403140617.xml

2 tests were completed in 1ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_samples.KhiopsSamplesTests-20260403140617 2⚪ 1ms

✅ tests.test_samples.KhiopsSamplesTests-20260403140617

tests.test_samples.KhiopsSamplesTests
  ⚪ test_samples
  ⚪ test_samples_sklearn

✅ reports/py3.10/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403140617.xml

2 tests were completed in 9ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403140617 2⚪ 9ms

✅ tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20260403140617

tests.test_sklearn_output_types.KhiopsSklearnOutputTypes
  ⚪ test_classifier_output_types
  ⚪ test_regression_output_types

✅ reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403140617.xml

1 tests were completed in 243s with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403140617 1✅ 243s

✅ tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20260403140617

tests.test_sklearn.KhiopsSklearnEstimatorStandardTests
  ✅ test_sklearn_check_estimator

✅ reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403140617.xml

18 tests were completed in 15s with 18 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403140617 18✅ 15s

✅ tests.test_sklearn.KhiopsSklearnParameterPassingTests-20260403140617

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

✅ reports/py3.10/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20260403140617.xml

3 tests were completed in 281s with 3 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnVariousTests-20260403140617 3✅ 281s

✅ tests.test_sklearn.KhiopsSklearnVariousTests-20260403140617

tests.test_sklearn.KhiopsSklearnVariousTests
  ✅ test_concurrency_safe_operations
  ✅ test_export_operations_raise_when_not_fitted
  ✅ test_khiops_encoder_no_output_variables_implies_not_fit