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Add reinforce_predictor Core API function as supported by 10.7.3-a.0

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Update interpretation support to the Khiops Core alpha 10.7.3-a.0 #410

Add reinforce_predictor Core API function as supported by 10.7.3-a.0
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GitHub Actions / Run Tests 3.13 succeeded May 27, 2025 in 0s

226 passed, 0 failed and 38 skipped

Tests passed successfully

Report Passed Failed Skipped Time
reports/py3.13_conda/TEST-tests.test_core.KhiopsCoreIOTests-20250527135640.xml 12✅ 1s
reports/py3.13_conda/TEST-tests.test_core.KhiopsCoreServicesTests-20250527135640.xml 12✅ 160ms
reports/py3.13_conda/TEST-tests.test_core.KhiopsCoreVariousTests-20250527135640.xml 5✅ 41ms
reports/py3.13_conda/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135640.xml 8✅ 142ms
reports/py3.13_conda/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135640.xml 39✅ 115ms
reports/py3.13_conda/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20250527135640.xml 6✅ 58s
reports/py3.13_conda/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20250527135640.xml 5✅ 39ms
reports/py3.13_conda/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135640.xml 1✅ 1ms
reports/py3.13_conda/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135640.xml 1⚪ 1ms
reports/py3.13_conda/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135640.xml 4✅ 29ms
reports/py3.13_conda/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135640.xml 8⚪ 6ms
reports/py3.13_conda/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20250527135640.xml 2⚪ 2ms
reports/py3.13_conda/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135640.xml 2⚪ 2ms
reports/py3.13_conda/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135640.xml 2⚪ 2ms
reports/py3.13_conda/TEST-tests.test_samples.KhiopsSamplesTests-20250527135640.xml 2⚪ 1ms
reports/py3.13_conda/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135640.xml 2⚪ 4ms
reports/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135640.xml 1✅ 59s
reports/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135640.xml 18✅ 2s
reports/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20250527135640.xml 2✅ 138ms
reports/py3.13/TEST-tests.test_core.KhiopsCoreIOTests-20250527135051.xml 12✅ 2s
reports/py3.13/TEST-tests.test_core.KhiopsCoreServicesTests-20250527135051.xml 12✅ 162ms
reports/py3.13/TEST-tests.test_core.KhiopsCoreVariousTests-20250527135051.xml 5✅ 35ms
reports/py3.13/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135051.xml 8✅ 146ms
reports/py3.13/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135051.xml 39✅ 118ms
reports/py3.13/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20250527135051.xml 6✅ 65s
reports/py3.13/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20250527135051.xml 5✅ 39ms
reports/py3.13/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135051.xml 1✅ 1ms
reports/py3.13/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135051.xml 1⚪ 1ms
reports/py3.13/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135051.xml 4✅ 24ms
reports/py3.13/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135051.xml 8⚪ 6ms
reports/py3.13/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20250527135051.xml 2⚪ 2ms
reports/py3.13/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135051.xml 2⚪ 2ms
reports/py3.13/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135051.xml 2⚪ 2ms
reports/py3.13/TEST-tests.test_samples.KhiopsSamplesTests-20250527135051.xml 2⚪ 1ms
reports/py3.13/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135051.xml 2⚪ 4ms
reports/py3.13/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135051.xml 1✅ 246s
reports/py3.13/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135051.xml 18✅ 2s
reports/py3.13/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20250527135051.xml 2✅ 816ms

✅ reports/py3.13_conda/TEST-tests.test_core.KhiopsCoreIOTests-20250527135640.xml

12 tests were completed in 1s with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreIOTests-20250527135640 12✅ 1s

✅ tests.test_core.KhiopsCoreIOTests-20250527135640

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/py3.13_conda/TEST-tests.test_core.KhiopsCoreServicesTests-20250527135640.xml

12 tests were completed in 160ms with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreServicesTests-20250527135640 12✅ 160ms

✅ tests.test_core.KhiopsCoreServicesTests-20250527135640

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_simple_edge_cases
  ✅ test_dictionary_simple_initializations

✅ reports/py3.13_conda/TEST-tests.test_core.KhiopsCoreVariousTests-20250527135640.xml

5 tests were completed in 41ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreVariousTests-20250527135640 5✅ 41ms

✅ tests.test_core.KhiopsCoreVariousTests-20250527135640

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/py3.13_conda/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135640.xml

8 tests were completed in 142ms with 8 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135640 8✅ 142ms

✅ tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135640

tests.test_dataset_class.DatasetInputOutputConsistencyTests
  ✅ test_create_khiops_domain
  ✅ test_dataset_is_correctly_built
  ✅ 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/py3.13_conda/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135640.xml

39 tests were completed in 115ms with 39 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135640 39✅ 115ms

✅ tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135640

tests.test_dataset_errors.DatasetSpecErrorsTests
  ✅ test_df_dataset_fails_if_target_column_is_already_in_the_features
  ✅ test_dict_spec_entity_flag_relation_must_be_bool
  ✅ test_dict_spec_format_must_be_tuple
  ✅ test_dict_spec_format_must_have_size_2
  ✅ test_dict_spec_format_tuple_1st_element_must_be_a_single_character
  ✅ test_dict_spec_format_tuple_1st_element_must_be_str
  ✅ test_dict_spec_format_tuple_2nd_element_must_be_bool
  ✅ test_dict_spec_key_column_type_must_be_str_or_int
  ✅ test_dict_spec_key_tables_must_be_mapping
  ✅ test_dict_spec_key_tables_must_be_present
  ✅ test_dict_spec_key_type_must_be_str_or_list_like
  ✅ 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_main_table_not_declared_in_tables
  ✅ test_dict_spec_relation_cycle
  ✅ test_dict_spec_relation_must_appear_once
  ✅ test_dict_spec_relation_non_hierarchical_key
  ✅ test_dict_spec_relation_table_must_be_in_table_list
  ✅ test_dict_spec_relation_tables_must_not_be_the_same
  ✅ test_dict_spec_relations_must_be_list_like
  ✅ test_dict_spec_relations_must_be_of_size_2_or_3
  ✅ test_dict_spec_relations_must_be_tuple
  ✅ test_dict_spec_secondary_table_key_must_be_specified
  ✅ test_dict_spec_source_table_type_must_be_adequate
  ✅ test_dict_spec_table_input_type_must_be_a_tuple
  ✅ 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_be_str_or_sequence
  ✅ test_dict_spec_table_list_cannot_be_empty
  ✅ test_dict_spec_table_name_must_be_str
  ✅ test_dict_spec_table_nameis_empty_string
  ✅ test_dict_spec_table_relation_must_be_str
  ✅ 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_x_must_be_df_or_sequence_or_mapping
  ✅ test_y_type_must_be_str_or_array_like_1d

✅ reports/py3.13_conda/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20250527135640.xml

6 tests were completed in 58s with 6 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_estimator_attributes.EstimatorAttributesTests-20250527135640 6✅ 58s

✅ tests.test_estimator_attributes.EstimatorAttributesTests-20250527135640

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/py3.13_conda/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20250527135640.xml

5 tests were completed in 39ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_helper_functions.KhiopsHelperFunctions-20250527135640 5✅ 39ms

✅ tests.test_helper_functions.KhiopsHelperFunctions-20250527135640

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/py3.13_conda/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135640.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-20250527135640 1✅ 1ms

✅ tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135640

tests.test_khiops_integrations.DockerKhiopsEdgeCases
  ✅ test_shared_dir_edge_cases

✅ reports/py3.13_conda/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135640.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-20250527135640 1⚪ 1ms

✅ tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135640

tests.test_khiops_integrations.KhiopsMultitableFitTests
  ⚪ test_estimator_multiple_create_and_fit_does_not_raise_exception

✅ reports/py3.13_conda/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135640.xml

4 tests were completed in 29ms with 4 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135640 4✅ 29ms

✅ tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135640

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_initialization
  ✅ test_runner_has_mpiexec_on_linux

✅ reports/py3.13_conda/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135640.xml

8 tests were completed in 6ms with 0 passed, 0 failed and 8 skipped.

Test suite Passed Failed Skipped Time
tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135640 8⚪ 6ms

✅ tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135640

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/py3.13_conda/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20250527135640.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsDockerRunnerTests-20250527135640 2⚪ 2ms

✅ tests.test_remote_access.KhiopsDockerRunnerTests-20250527135640

tests.test_remote_access.KhiopsDockerRunnerTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13_conda/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135640.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135640 2⚪ 2ms

✅ tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135640

tests.test_remote_access.KhiopsGCSRemoteFileTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13_conda/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135640.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135640 2⚪ 2ms

✅ tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135640

tests.test_remote_access.KhiopsS3RemoteFileTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13_conda/TEST-tests.test_samples.KhiopsSamplesTests-20250527135640.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-20250527135640 2⚪ 1ms

✅ tests.test_samples.KhiopsSamplesTests-20250527135640

tests.test_samples.KhiopsSamplesTests
  ⚪ test_samples
  ⚪ test_samples_sklearn

✅ reports/py3.13_conda/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135640.xml

2 tests were completed in 4ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135640 2⚪ 4ms

✅ tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135640

tests.test_sklearn_output_types.KhiopsSklearnOutputTypes
  ⚪ test_classifier_output_types
  ⚪ test_regression_output_types

✅ reports/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135640.xml

1 tests were completed in 59s with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135640 1✅ 59s

✅ tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135640

tests.test_sklearn.KhiopsSklearnEstimatorStandardTests
  ✅ test_sklearn_check_estimator

✅ reports/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135640.xml

18 tests were completed in 2s with 18 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135640 18✅ 2s

✅ tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135640

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/py3.13_conda/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20250527135640.xml

2 tests were completed in 138ms with 2 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnVariousTests-20250527135640 2✅ 138ms

✅ tests.test_sklearn.KhiopsSklearnVariousTests-20250527135640

tests.test_sklearn.KhiopsSklearnVariousTests
  ✅ test_export_operations_raise_when_not_fitted
  ✅ test_khiops_encoder_no_output_variables_implies_not_fit

✅ reports/py3.13/TEST-tests.test_core.KhiopsCoreIOTests-20250527135051.xml

12 tests were completed in 2s with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreIOTests-20250527135051 12✅ 2s

✅ tests.test_core.KhiopsCoreIOTests-20250527135051

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/py3.13/TEST-tests.test_core.KhiopsCoreServicesTests-20250527135051.xml

12 tests were completed in 162ms with 12 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreServicesTests-20250527135051 12✅ 162ms

✅ tests.test_core.KhiopsCoreServicesTests-20250527135051

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_simple_edge_cases
  ✅ test_dictionary_simple_initializations

✅ reports/py3.13/TEST-tests.test_core.KhiopsCoreVariousTests-20250527135051.xml

5 tests were completed in 35ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_core.KhiopsCoreVariousTests-20250527135051 5✅ 35ms

✅ tests.test_core.KhiopsCoreVariousTests-20250527135051

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/py3.13/TEST-tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135051.xml

8 tests were completed in 146ms with 8 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135051 8✅ 146ms

✅ tests.test_dataset_class.DatasetInputOutputConsistencyTests-20250527135051

tests.test_dataset_class.DatasetInputOutputConsistencyTests
  ✅ test_create_khiops_domain
  ✅ test_dataset_is_correctly_built
  ✅ 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/py3.13/TEST-tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135051.xml

39 tests were completed in 118ms with 39 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135051 39✅ 118ms

✅ tests.test_dataset_errors.DatasetSpecErrorsTests-20250527135051

tests.test_dataset_errors.DatasetSpecErrorsTests
  ✅ test_df_dataset_fails_if_target_column_is_already_in_the_features
  ✅ test_dict_spec_entity_flag_relation_must_be_bool
  ✅ test_dict_spec_format_must_be_tuple
  ✅ test_dict_spec_format_must_have_size_2
  ✅ test_dict_spec_format_tuple_1st_element_must_be_a_single_character
  ✅ test_dict_spec_format_tuple_1st_element_must_be_str
  ✅ test_dict_spec_format_tuple_2nd_element_must_be_bool
  ✅ test_dict_spec_key_column_type_must_be_str_or_int
  ✅ test_dict_spec_key_tables_must_be_mapping
  ✅ test_dict_spec_key_tables_must_be_present
  ✅ test_dict_spec_key_type_must_be_str_or_list_like
  ✅ 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_main_table_not_declared_in_tables
  ✅ test_dict_spec_relation_cycle
  ✅ test_dict_spec_relation_must_appear_once
  ✅ test_dict_spec_relation_non_hierarchical_key
  ✅ test_dict_spec_relation_table_must_be_in_table_list
  ✅ test_dict_spec_relation_tables_must_not_be_the_same
  ✅ test_dict_spec_relations_must_be_list_like
  ✅ test_dict_spec_relations_must_be_of_size_2_or_3
  ✅ test_dict_spec_relations_must_be_tuple
  ✅ test_dict_spec_secondary_table_key_must_be_specified
  ✅ test_dict_spec_source_table_type_must_be_adequate
  ✅ test_dict_spec_table_input_type_must_be_a_tuple
  ✅ 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_be_str_or_sequence
  ✅ test_dict_spec_table_list_cannot_be_empty
  ✅ test_dict_spec_table_name_must_be_str
  ✅ test_dict_spec_table_nameis_empty_string
  ✅ test_dict_spec_table_relation_must_be_str
  ✅ 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_x_must_be_df_or_sequence_or_mapping
  ✅ test_y_type_must_be_str_or_array_like_1d

✅ reports/py3.13/TEST-tests.test_estimator_attributes.EstimatorAttributesTests-20250527135051.xml

6 tests were completed in 65s with 6 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_estimator_attributes.EstimatorAttributesTests-20250527135051 6✅ 65s

✅ tests.test_estimator_attributes.EstimatorAttributesTests-20250527135051

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/py3.13/TEST-tests.test_helper_functions.KhiopsHelperFunctions-20250527135051.xml

5 tests were completed in 39ms with 5 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_helper_functions.KhiopsHelperFunctions-20250527135051 5✅ 39ms

✅ tests.test_helper_functions.KhiopsHelperFunctions-20250527135051

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/py3.13/TEST-tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135051.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-20250527135051 1✅ 1ms

✅ tests.test_khiops_integrations.DockerKhiopsEdgeCases-20250527135051

tests.test_khiops_integrations.DockerKhiopsEdgeCases
  ✅ test_shared_dir_edge_cases

✅ reports/py3.13/TEST-tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135051.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-20250527135051 1⚪ 1ms

✅ tests.test_khiops_integrations.KhiopsMultitableFitTests-20250527135051

tests.test_khiops_integrations.KhiopsMultitableFitTests
  ⚪ test_estimator_multiple_create_and_fit_does_not_raise_exception

✅ reports/py3.13/TEST-tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135051.xml

4 tests were completed in 24ms with 4 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135051 4✅ 24ms

✅ tests.test_khiops_integrations.KhiopsRunnerEnvironmentTests-20250527135051

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_initialization
  ✅ test_runner_has_mpiexec_on_linux

✅ reports/py3.13/TEST-tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135051.xml

8 tests were completed in 6ms with 0 passed, 0 failed and 8 skipped.

Test suite Passed Failed Skipped Time
tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135051 8⚪ 6ms

✅ tests.test_parallel_execution.KhiopsParallelRunningTests-20250527135051

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/py3.13/TEST-tests.test_remote_access.KhiopsDockerRunnerTests-20250527135051.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsDockerRunnerTests-20250527135051 2⚪ 2ms

✅ tests.test_remote_access.KhiopsDockerRunnerTests-20250527135051

tests.test_remote_access.KhiopsDockerRunnerTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13/TEST-tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135051.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135051 2⚪ 2ms

✅ tests.test_remote_access.KhiopsGCSRemoteFileTests-20250527135051

tests.test_remote_access.KhiopsGCSRemoteFileTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13/TEST-tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135051.xml

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

Test suite Passed Failed Skipped Time
tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135051 2⚪ 2ms

✅ tests.test_remote_access.KhiopsS3RemoteFileTests-20250527135051

tests.test_remote_access.KhiopsS3RemoteFileTests
  ⚪ test_train_predictor_fail_and_log_with_remote_access
  ⚪ test_train_predictor_with_remote_access

✅ reports/py3.13/TEST-tests.test_samples.KhiopsSamplesTests-20250527135051.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-20250527135051 2⚪ 1ms

✅ tests.test_samples.KhiopsSamplesTests-20250527135051

tests.test_samples.KhiopsSamplesTests
  ⚪ test_samples
  ⚪ test_samples_sklearn

✅ reports/py3.13/TEST-tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135051.xml

2 tests were completed in 4ms with 0 passed, 0 failed and 2 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135051 2⚪ 4ms

✅ tests.test_sklearn_output_types.KhiopsSklearnOutputTypes-20250527135051

tests.test_sklearn_output_types.KhiopsSklearnOutputTypes
  ⚪ test_classifier_output_types
  ⚪ test_regression_output_types

✅ reports/py3.13/TEST-tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135051.xml

1 tests were completed in 246s with 1 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135051 1✅ 246s

✅ tests.test_sklearn.KhiopsSklearnEstimatorStandardTests-20250527135051

tests.test_sklearn.KhiopsSklearnEstimatorStandardTests
  ✅ test_sklearn_check_estimator

✅ reports/py3.13/TEST-tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135051.xml

18 tests were completed in 2s with 18 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135051 18✅ 2s

✅ tests.test_sklearn.KhiopsSklearnParameterPassingTests-20250527135051

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/py3.13/TEST-tests.test_sklearn.KhiopsSklearnVariousTests-20250527135051.xml

2 tests were completed in 816ms with 2 passed, 0 failed and 0 skipped.

Test suite Passed Failed Skipped Time
tests.test_sklearn.KhiopsSklearnVariousTests-20250527135051 2✅ 816ms

✅ tests.test_sklearn.KhiopsSklearnVariousTests-20250527135051

tests.test_sklearn.KhiopsSklearnVariousTests
  ✅ test_export_operations_raise_when_not_fitted
  ✅ test_khiops_encoder_no_output_variables_implies_not_fit