ads package¶
Subpackages¶
- ads.bds package
- ads.catalog package
- Submodules
- ads.catalog.model module
ModelModelArtifactSizeErrorModelCatalogModelCatalog.get_model()ModelCatalog.list_models()ModelCatalog.list_model_deployment()ModelCatalog.update_model()ModelCatalog.delete_model()ModelCatalog.download_model()ModelCatalog.upload_model()ModelCatalog.delete_model()ModelCatalog.download_model()ModelCatalog.get_model()ModelCatalog.list_model_deployment()ModelCatalog.list_models()ModelCatalog.update_model()ModelCatalog.upload_model()
ModelSummaryListModelWithActiveDeploymentError
- ads.catalog.notebook module
- ads.catalog.project module
- ads.catalog.summary module
- Module contents
- ads.common package
- Subpackages
- Submodules
- ads.common.analyzer module
- ads.common.auth module
- ads.common.base_properties module
- ads.common.card_identifier module
- ads.common.config module
- ads.common.data module
- ads.common.data_serializer module
- ads.common.error module
- ads.common.extended_enum module
- ads.common.ipython module
- ads.common.model module
ADSModelADSModel.convert_dataframe_schema()ADSModel.feature_names()ADSModel.from_estimator()ADSModel.get_init_types()ADSModel.is_classifier()ADSModel.predict()ADSModel.predict_proba()ADSModel.prepare()ADSModel.rename()ADSModel.score()ADSModel.show_in_notebook()ADSModel.summary()ADSModel.transform()ADSModel.visualize_transforms()
- ads.common.model_artifact module
ConflictStrategyInvalidDataTypeModelArtifactModelArtifact.artifact_dirModelArtifact.conflict_strategyModelArtifact.install_libsModelArtifact.reloadModelArtifact.createModelArtifact.progressModelArtifact.model_file_nameModelArtifact.inference_conda_envModelArtifact.data_science_envModelArtifact.ignore_deployment_errorModelArtifact.inference_python_versionModelArtifact.reload()ModelArtifact.verify()ModelArtifact.install_requirements()ModelArtifact.populate_metadata()ModelArtifact.introspect()ModelArtifact.from_model_catalog()ModelArtifact.install_requirements()ModelArtifact.introspect()ModelArtifact.populate_metadata()ModelArtifact.populate_schema()ModelArtifact.reload()ModelArtifact.save()ModelArtifact.verify()
PACK_TYPEVersionConflictWarningexecute()pip_install()
- ads.common.model_export_util module
- ads.common.model_introspect module
- ads.common.model_metadata module
- ads.common.model_metadata_mixin module
- ads.common.object_storage_details module
InvalidObjectStoragePathObjectStorageDetailsObjectStorageDetails.bucketObjectStorageDetails.namespaceObjectStorageDetails.filepathObjectStorageDetails.versionObjectStorageDetails.authObjectStorageDetails.authObjectStorageDetails.bucketObjectStorageDetails.bulk_download_from_object_storage()ObjectStorageDetails.create_os_client()ObjectStorageDetails.download_from_object_storage()ObjectStorageDetails.fetch_metadata_of_object()ObjectStorageDetails.filepathObjectStorageDetails.from_path()ObjectStorageDetails.is_bucket_versioned()ObjectStorageDetails.is_oci_path()ObjectStorageDetails.is_valid_uri()ObjectStorageDetails.list_object_versions()ObjectStorageDetails.list_objects()ObjectStorageDetails.namespaceObjectStorageDetails.os_clientObjectStorageDetails.pathObjectStorageDetails.to_tuple()ObjectStorageDetails.version
- ads.common.oci_client module
OCIClientFactoryOCIClientFactory.ai_languageOCIClientFactory.artifactsOCIClientFactory.create_client()OCIClientFactory.data_catalogOCIClientFactory.data_labeling_cpOCIClientFactory.data_labeling_dpOCIClientFactory.data_scienceOCIClientFactory.dataflowOCIClientFactory.identityOCIClientFactory.limitsOCIClientFactory.logging_managementOCIClientFactory.marketplaceOCIClientFactory.object_storageOCIClientFactory.resource_searchOCIClientFactory.secretOCIClientFactory.vaultOCIClientFactory.virtual_network
- ads.common.oci_datascience module
- ads.common.oci_logging module
- ads.common.oci_mixin module
MergeStrategyOCIClientMixinOCIModelMixinOCIModelMixin.CONS_COMPARTMENT_IDOCIModelMixin.OCI_MODEL_PATTERNOCIModelMixin.check_compartment_id()OCIModelMixin.delete()OCIModelMixin.deserialize()OCIModelMixin.flatten()OCIModelMixin.from_dict()OCIModelMixin.from_oci_model()OCIModelMixin.from_ocid()OCIModelMixin.list_resource()OCIModelMixin.load_properties_from_env()OCIModelMixin.nameOCIModelMixin.statusOCIModelMixin.sync()OCIModelMixin.to_dict()OCIModelMixin.to_oci_model()OCIModelMixin.to_yaml()OCIModelMixin.update_from_oci_model()
OCIModelNotExistsOCIModelWithNameMixinOCISerializableMixinOCIWorkRequestMixin
- ads.common.oci_resource module
- ads.common.serializer module
DataClassSerializableSerializableSerializable.to_dict()Serializable.from_dict()Serializable._write_to_file()Serializable._read_from_file()Serializable.to_json()Serializable.from_json()Serializable.to_yaml()Serializable.from_yaml()Serializable.from_string()Serializable.from_dict()Serializable.from_json()Serializable.from_string()Serializable.from_yaml()Serializable.serialize()Serializable.to_dict()Serializable.to_json()Serializable.to_yaml()
SideEffect
- ads.common.utils module
FileOverwriteErrorJsonConverterbatch_convert_case()camel_to_snake()copy_file()copy_from_uri()download_from_web()ellipsis_strings()extract_lib_dependencies_from_model()extract_region()first_not_none()flatten()folder_size()generate_requirement_file()get_base_modules()get_bootstrap_styles()get_compute_accelerator_ncores()get_console_link()get_cpu_count()get_dataframe_styles()get_files()get_log_links()get_oci_config()get_progress_bar()get_random_name_for_resource()get_sqlalchemy_engine()get_value()highlight_text()horizontal_scrollable_div()human_size()inject_and_copy_kwargs()is_data_too_wide()is_debug_mode()is_documentation_mode()is_notebook()is_path_exists()is_resource_principal_mode()is_same_class()is_test()ml_task_typesnumeric_pandas_dtypes()oci_config_file()oci_config_location()oci_config_profile()oci_key_location()oci_key_profile()print_user_message()random_valid_ocid()remove_file()replace_spaces()set_oci_config()snake_to_camel()split_data()to_dataframe()truncate_series_top_n()upload_to_os()wrap_lines()
- ads.common.word_lists module
- Module contents
- ads.data_labeling package
- Subpackages
- ads.data_labeling.interface package
- ads.data_labeling.loader package
- ads.data_labeling.mixin package
- ads.data_labeling.parser package
- ads.data_labeling.reader package
- Submodules
- ads.data_labeling.reader.dataset_reader module
- ads.data_labeling.reader.dls_record_reader module
- ads.data_labeling.reader.export_record_reader module
- ads.data_labeling.reader.jsonl_reader module
- ads.data_labeling.reader.metadata_reader module
- ads.data_labeling.reader.record_reader module
- Module contents
- ads.data_labeling.visualizer package
- Submodules
- ads.data_labeling.boundingbox module
BoundingBoxItemBoundingBoxItem.labelsBoundingBoxItem.top_leftBoundingBoxItem.bottom_leftBoundingBoxItem.bottom_rightBoundingBoxItem.top_rightBoundingBoxItem.bottom_leftBoundingBoxItem.bottom_rightBoundingBoxItem.from_yolo()BoundingBoxItem.labelsBoundingBoxItem.to_yolo()BoundingBoxItem.top_leftBoundingBoxItem.top_right
BoundingBoxItems
- ads.data_labeling.constants module
- ads.data_labeling.data_labeling_service module
- ads.data_labeling.metadata module
MetadataMetadata.source_pathMetadata.records_pathMetadata.labelsMetadata.dataset_nameMetadata.compartment_idMetadata.dataset_idMetadata.annotation_typeMetadata.dataset_typeMetadata.annotation_typeMetadata.compartment_idMetadata.dataset_idMetadata.dataset_nameMetadata.dataset_typeMetadata.from_dls_dataset()Metadata.labelsMetadata.records_pathMetadata.source_pathMetadata.to_dataframe()Metadata.to_dict()
- ads.data_labeling.ner module
- ads.data_labeling.record module
- Module contents
- Subpackages
- ads.database package
- ads.dataflow package
- ads.dataset package
- Submodules
- ads.dataset.classification_dataset module
- ads.dataset.correlation module
- ads.dataset.correlation_plot module
- ads.dataset.dask_series module
- ads.dataset.dataframe_transformer module
- ads.dataset.dataset module
ADSDatasetADSDataset.assign_column()ADSDataset.astype()ADSDataset.call()ADSDataset.compute()ADSDataset.corr()ADSDataset.ddfADSDataset.df_read_functionsADSDataset.drop_columns()ADSDataset.from_dataframe()ADSDataset.get_recommendations()ADSDataset.merge()ADSDataset.rename_columns()ADSDataset.sample()ADSDataset.set_description()ADSDataset.set_name()ADSDataset.set_target()ADSDataset.show_corr()ADSDataset.show_in_notebook()ADSDataset.snapshot()ADSDataset.suggest_recommendations()ADSDataset.to_avro()ADSDataset.to_csv()ADSDataset.to_dask()ADSDataset.to_dask_dataframe()ADSDataset.to_h2o()ADSDataset.to_h2o_dataframe()ADSDataset.to_hdf()ADSDataset.to_json()ADSDataset.to_pandas()ADSDataset.to_pandas_dataframe()ADSDataset.to_parquet()ADSDataset.to_xgb()ADSDataset.to_xgb_dmatrix()
- ads.dataset.dataset_browser module
- ads.dataset.dataset_with_target module
ADSDatasetWithTargetADSDatasetWithTarget.auto_transform()ADSDatasetWithTarget.from_dataframe()ADSDatasetWithTarget.get_recommendations()ADSDatasetWithTarget.get_transformed_dataset()ADSDatasetWithTarget.rename_columns()ADSDatasetWithTarget.select_best_features()ADSDatasetWithTarget.suggest_recommendations()ADSDatasetWithTarget.train_test_split()ADSDatasetWithTarget.train_validation_test_split()ADSDatasetWithTarget.type_of_target()ADSDatasetWithTarget.visualize_transforms()
- ads.dataset.exception module
- ads.dataset.factory module
CustomFormatReadersCustomFormatReaders.DEFAULT_SQL_ARRAYSIZECustomFormatReaders.DEFAULT_SQL_CHUNKSIZECustomFormatReaders.DEFAULT_SQL_CTUCustomFormatReaders.DEFAULT_SQL_MILCustomFormatReaders.read_arff()CustomFormatReaders.read_avro()CustomFormatReaders.read_html()CustomFormatReaders.read_json()CustomFormatReaders.read_libsvm()CustomFormatReaders.read_log()CustomFormatReaders.read_sql()CustomFormatReaders.read_tsv()CustomFormatReaders.read_xml()
DatasetFactoryget_format_reader()load_dataset()
- ads.dataset.feature_engineering_transformer module
- ads.dataset.feature_selection module
- ads.dataset.forecasting_dataset module
- ads.dataset.helper module
CustomFormatReadersCustomFormatReaders.DEFAULT_SQL_ARRAYSIZECustomFormatReaders.DEFAULT_SQL_CHUNKSIZECustomFormatReaders.DEFAULT_SQL_CTUCustomFormatReaders.DEFAULT_SQL_MILCustomFormatReaders.read_arff()CustomFormatReaders.read_avro()CustomFormatReaders.read_html()CustomFormatReaders.read_json()CustomFormatReaders.read_libsvm()CustomFormatReaders.read_log()CustomFormatReaders.read_sql()CustomFormatReaders.read_tsv()CustomFormatReaders.read_xml()
DatasetDefaultsDatasetLoadExceptionElaboratedPathbuild_dataset()calculate_sample_size()concatenate()convert_columns()convert_to_html()deprecate_default_value()deprecate_variable()down_sample()fix_column_names()generate_sample()get_dataset()get_dtype()get_feature_type()get_fill_val()get_format_reader()get_target_type()infer_target_type()is_text_data()load_dataset()map_types()open()parse_apache_log_datetime()parse_apache_log_str()rename_duplicate_cols()up_sample()validate_kwargs()visualize_transformation()write_parquet()
- ads.dataset.label_encoder module
- ads.dataset.pipeline module
- ads.dataset.plot module
- ads.dataset.progress module
- ads.dataset.recommendation module
- ads.dataset.recommendation_transformer module
- ads.dataset.regression_dataset module
- ads.dataset.sampled_dataset module
- ads.dataset.target module
- ads.dataset.timeseries module
- Module contents
- ads.dbmixin package
- ads.environment package
- ads.evaluations package
- Submodules
- ads.evaluations.evaluation_plot module
EvaluationPlotEvaluationPlot.baselineEvaluationPlot.baseline_kwargsEvaluationPlot.color_wheelEvaluationPlot.font_szEvaluationPlot.perfectEvaluationPlot.perfect_kwargsEvaluationPlot.prob_typeEvaluationPlot.get_legend_labels()EvaluationPlot.plot()EvaluationPlot.baselineEvaluationPlot.baseline_kwargsEvaluationPlot.color_wheelEvaluationPlot.double_overlay_plotsEvaluationPlot.font_szEvaluationPlot.get_legend_labels()EvaluationPlot.perfectEvaluationPlot.perfect_kwargsEvaluationPlot.plot()EvaluationPlot.prob_typeEvaluationPlot.single_overlay_plots
- ads.evaluations.evaluator module
ADSEvaluatorADSEvaluator.evaluationsADSEvaluator.is_classifierADSEvaluator.legend_labelsADSEvaluator.metrics_to_showADSEvaluator.modelsADSEvaluator.positive_classADSEvaluator.show_full_nameADSEvaluator.test_dataADSEvaluator.training_dataADSEvaluator.Positive_Class_namesADSEvaluator.add_metrics()ADSEvaluator.del_metrics()ADSEvaluator.add_models()ADSEvaluator.del_models()ADSEvaluator.show_in_notebook()ADSEvaluator.calculate_cost()ADSEvaluator.EvaluationMetricsADSEvaluator.Positive_Class_NamesADSEvaluator.add_metrics()ADSEvaluator.add_models()ADSEvaluator.calculate_cost()ADSEvaluator.del_metrics()ADSEvaluator.del_models()ADSEvaluator.metricsADSEvaluator.raw_metricsADSEvaluator.show_in_notebook()
Evaluator
- ads.evaluations.statistical_metrics module
- Module contents
- ads.experiments package
- ads.explanations package
- ads.feature_engineering package
- Subpackages
- ads.feature_engineering.accessor package
- ads.feature_engineering.adsimage package
- ads.feature_engineering.adsstring package
- ads.feature_engineering.dataset package
- ads.feature_engineering.feature_type package
- Subpackages
- Submodules
- ads.feature_engineering.feature_type.address module
- ads.feature_engineering.feature_type.base module
- ads.feature_engineering.feature_type.boolean module
- ads.feature_engineering.feature_type.category module
- ads.feature_engineering.feature_type.constant module
- ads.feature_engineering.feature_type.continuous module
- ads.feature_engineering.feature_type.creditcard module
- ads.feature_engineering.feature_type.datetime module
- ads.feature_engineering.feature_type.discrete module
- ads.feature_engineering.feature_type.document module
- ads.feature_engineering.feature_type.gis module
- ads.feature_engineering.feature_type.integer module
- ads.feature_engineering.feature_type.ip_address module
- ads.feature_engineering.feature_type.ip_address_v4 module
- ads.feature_engineering.feature_type.ip_address_v6 module
- ads.feature_engineering.feature_type.lat_long module
- ads.feature_engineering.feature_type.object module
- ads.feature_engineering.feature_type.ordinal module
- ads.feature_engineering.feature_type.phone_number module
- ads.feature_engineering.feature_type.string module
- ads.feature_engineering.feature_type.text module
- ads.feature_engineering.feature_type.unknown module
- ads.feature_engineering.feature_type.zip_code module
- Module contents
- Submodules
- ads.feature_engineering.exceptions module
- ads.feature_engineering.feature_type_manager module
- Classes
FeatureTypeManagerFeatureTypeManager.feature_type_object()FeatureTypeManager.feature_type_register()FeatureTypeManager.feature_type_unregister()FeatureTypeManager.feature_type_reset()FeatureTypeManager.feature_type_registered()FeatureTypeManager.warning_registered()FeatureTypeManager.validator_registered()FeatureTypeManager.feature_type_object()FeatureTypeManager.feature_type_register()FeatureTypeManager.feature_type_registered()FeatureTypeManager.feature_type_reset()FeatureTypeManager.feature_type_unregister()FeatureTypeManager.is_type_registered()FeatureTypeManager.validator_registered()FeatureTypeManager.warning_registered()
- ads.feature_engineering.schema module
AttributeBaseSchemaLoaderDataSizeTooWideDomainExpressionJsonSchemaLoaderSchemaSchema.add()Schema.from_dict()Schema.to_dict()Schema.to_yaml()Schema.to_json()Schema.to_json_file()Schema.to_yaml_file()Schema.add()Schema.add()Schema.from_dict()Schema.from_file()Schema.from_json()Schema.keysSchema.to_dict()Schema.to_json()Schema.to_json_file()Schema.to_yaml()Schema.to_yaml_file()Schema.validate_schema()Schema.validate_size()
SchemaFactorySchemaSizeTooLargeYamlSchemaLoader
- ads.feature_engineering.utils module
- Module contents
- Subpackages
- ads.hpo package
- Subpackages
- Submodules
- ads.hpo.ads_search_space module
DecisionTreeClassifierSearchSpaceDecisionTreeRegressorSearchSpaceElasticNetSearchSpaceExtraTreesClassifierSearchSpaceExtraTreesRegressorSearchSpaceGradientBoostingClassifierSearchSpaceGradientBoostingRegressorSearchSpaceLGBMClassifierSearchSpaceLGBMRegressorSearchSpaceLassoSearchSpaceLinearSVCSearchSpaceLinearSVRSearchSpaceLogisticRegressionSearchSpaceModelSearchSpaceRandomForestClassifierSearchSpaceRandomForestRegressorSearchSpaceRidgeClassifierSearchSpaceRidgeSearchSpaceSGDClassifierSearchSpaceSGDRegressorSearchSpaceSVCSearchSpaceSVRSearchSpaceXGBClassifierSearchSpaceXGBRegressorSearchSpaceget_model2searchspace()
- ads.hpo.distributions module
- ads.hpo.objective module
- ads.hpo.search_cv module
ADSTunerADSTuner.best_indexADSTuner.best_paramsADSTuner.best_scoreADSTuner.best_scores()ADSTuner.get_status()ADSTuner.halt()ADSTuner.is_completed()ADSTuner.is_halted()ADSTuner.is_running()ADSTuner.is_terminated()ADSTuner.n_trialsADSTuner.optimizer()ADSTuner.plot_best_scores()ADSTuner.plot_contour_scores()ADSTuner.plot_edf_scores()ADSTuner.plot_intermediate_scores()ADSTuner.plot_parallel_coordinate_scores()ADSTuner.plot_param_importance()ADSTuner.resume()ADSTuner.score_remainingADSTuner.scoring_nameADSTuner.search_space()ADSTuner.sklearn_stepsADSTuner.statusADSTuner.terminate()ADSTuner.time_elapsedADSTuner.time_remainingADSTuner.time_since_resumeADSTuner.trial_countADSTuner.trialsADSTuner.trials_export()ADSTuner.trials_import()ADSTuner.trials_remainingADSTuner.tune()ADSTuner.wait()
DataScienceObjectiveDuplicatedStudyErrorExitCriterionErrorInvalidStateTransitionNoRestartErrorState
- ads.hpo.stopping_criterion module
- ads.hpo.tuner_artifact module
- ads.hpo.utils module
- ads.hpo.validation module
- Module contents
- ads.jobs package
- Subpackages
- Submodules
- Module contents
ContainerRuntimeContainerRuntime.CONST_ARGSContainerRuntime.CONST_CMDContainerRuntime.CONST_DEFINED_TAGSContainerRuntime.CONST_ENTRYPOINTContainerRuntime.CONST_ENV_VARContainerRuntime.CONST_FREEFORM_TAGSContainerRuntime.CONST_IMAGEContainerRuntime.CONST_IMAGE_DIGESTContainerRuntime.CONST_IMAGE_SIGNATURE_IDContainerRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESContainerRuntime.CONST_REPLICAContainerRuntime.argsContainerRuntime.attribute_mapContainerRuntime.build()ContainerRuntime.cmdContainerRuntime.defined_tagsContainerRuntime.entrypointContainerRuntime.environment_variablesContainerRuntime.envsContainerRuntime.freeform_tagsContainerRuntime.from_dict()ContainerRuntime.from_json()ContainerRuntime.from_string()ContainerRuntime.from_yaml()ContainerRuntime.get_spec()ContainerRuntime.imageContainerRuntime.image_digestContainerRuntime.image_signature_idContainerRuntime.init()ContainerRuntime.job_env_typeContainerRuntime.kindContainerRuntime.maximum_runtime_in_minutesContainerRuntime.replicaContainerRuntime.run()ContainerRuntime.set_spec()ContainerRuntime.to_dict()ContainerRuntime.to_json()ContainerRuntime.to_yaml()ContainerRuntime.typeContainerRuntime.with_argument()ContainerRuntime.with_cmd()ContainerRuntime.with_defined_tag()ContainerRuntime.with_entrypoint()ContainerRuntime.with_environment_variable()ContainerRuntime.with_freeform_tag()ContainerRuntime.with_image()ContainerRuntime.with_image_digest()ContainerRuntime.with_image_signature_id()ContainerRuntime.with_maximum_runtime_in_minutes()ContainerRuntime.with_replica()
DataFlowDataFlow.CONST_BUCKET_URIDataFlow.CONST_COMPARTMENT_IDDataFlow.CONST_CONFIGDataFlow.CONST_DEFINED_TAGSDataFlow.CONST_DRIVER_SHAPEDataFlow.CONST_DRIVER_SHAPE_CONFIGDataFlow.CONST_EXECUTEDataFlow.CONST_EXECUTOR_SHAPEDataFlow.CONST_EXECUTOR_SHAPE_CONFIGDataFlow.CONST_FREEFORM_TAGSDataFlow.CONST_IDDataFlow.CONST_LANGUAGEDataFlow.CONST_MEMORY_IN_GBSDataFlow.CONST_METASTORE_IDDataFlow.CONST_NUM_EXECUTORSDataFlow.CONST_OCPUSDataFlow.CONST_POOL_IDDataFlow.CONST_PRIVATE_ENDPOINT_IDDataFlow.CONST_SPARK_VERSIONDataFlow.CONST_WAREHOUSE_BUCKET_URIDataFlow.attribute_mapDataFlow.build()DataFlow.create()DataFlow.delete()DataFlow.from_dict()DataFlow.from_id()DataFlow.from_json()DataFlow.from_string()DataFlow.from_yaml()DataFlow.get_spec()DataFlow.init()DataFlow.job_idDataFlow.kindDataFlow.list_jobs()DataFlow.nameDataFlow.run()DataFlow.run_list()DataFlow.set_spec()DataFlow.to_dict()DataFlow.to_json()DataFlow.to_yaml()DataFlow.typeDataFlow.update()DataFlow.with_compartment_id()DataFlow.with_configuration()DataFlow.with_defined_tag()DataFlow.with_driver_shape()DataFlow.with_driver_shape_config()DataFlow.with_execute()DataFlow.with_executor_shape()DataFlow.with_executor_shape_config()DataFlow.with_freeform_tag()DataFlow.with_id()DataFlow.with_language()DataFlow.with_logs_bucket_uri()DataFlow.with_metastore_id()DataFlow.with_num_executors()DataFlow.with_pool_id()DataFlow.with_private_endpoint_id()DataFlow.with_spark_version()DataFlow.with_warehouse_bucket_uri()
DataFlowNotebookRuntimeDataFlowNotebookRuntime.CONST_ARCHIVE_BUCKETDataFlowNotebookRuntime.CONST_ARCHIVE_URIDataFlowNotebookRuntime.CONST_ARGSDataFlowNotebookRuntime.CONST_CONDADataFlowNotebookRuntime.CONST_CONDA_AUTH_TYPEDataFlowNotebookRuntime.CONST_CONDA_REGIONDataFlowNotebookRuntime.CONST_CONDA_SLUGDataFlowNotebookRuntime.CONST_CONDA_TYPEDataFlowNotebookRuntime.CONST_CONDA_TYPE_CUSTOMDataFlowNotebookRuntime.CONST_CONDA_TYPE_SERVICEDataFlowNotebookRuntime.CONST_CONDA_URIDataFlowNotebookRuntime.CONST_CONFIGURATIONDataFlowNotebookRuntime.CONST_DEFINED_TAGSDataFlowNotebookRuntime.CONST_ENTRYPOINTDataFlowNotebookRuntime.CONST_ENV_VARDataFlowNotebookRuntime.CONST_EXCLUDE_TAGDataFlowNotebookRuntime.CONST_FREEFORM_TAGSDataFlowNotebookRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESDataFlowNotebookRuntime.CONST_NOTEBOOK_ENCODINGDataFlowNotebookRuntime.CONST_NOTEBOOK_PATHDataFlowNotebookRuntime.CONST_OUTPUT_URIDataFlowNotebookRuntime.CONST_OUTPUT_URI_ALTDataFlowNotebookRuntime.CONST_OVERWRITEDataFlowNotebookRuntime.CONST_SCRIPT_BUCKETDataFlowNotebookRuntime.CONST_SCRIPT_PATHDataFlowNotebookRuntime.CONST_SOURCEDataFlowNotebookRuntime.archive_bucketDataFlowNotebookRuntime.archive_uriDataFlowNotebookRuntime.argsDataFlowNotebookRuntime.attribute_mapDataFlowNotebookRuntime.build()DataFlowNotebookRuntime.condaDataFlowNotebookRuntime.configurationDataFlowNotebookRuntime.convert()DataFlowNotebookRuntime.defined_tagsDataFlowNotebookRuntime.environment_variablesDataFlowNotebookRuntime.envsDataFlowNotebookRuntime.exclude_tagDataFlowNotebookRuntime.freeform_tagsDataFlowNotebookRuntime.from_dict()DataFlowNotebookRuntime.from_json()DataFlowNotebookRuntime.from_string()DataFlowNotebookRuntime.from_yaml()DataFlowNotebookRuntime.get_spec()DataFlowNotebookRuntime.init()DataFlowNotebookRuntime.kindDataFlowNotebookRuntime.maximum_runtime_in_minutesDataFlowNotebookRuntime.notebookDataFlowNotebookRuntime.notebook_encodingDataFlowNotebookRuntime.notebook_uriDataFlowNotebookRuntime.output_uriDataFlowNotebookRuntime.overwriteDataFlowNotebookRuntime.script_bucketDataFlowNotebookRuntime.script_uriDataFlowNotebookRuntime.set_spec()DataFlowNotebookRuntime.sourceDataFlowNotebookRuntime.to_dict()DataFlowNotebookRuntime.to_json()DataFlowNotebookRuntime.to_yaml()DataFlowNotebookRuntime.typeDataFlowNotebookRuntime.with_archive_bucket()DataFlowNotebookRuntime.with_archive_uri()DataFlowNotebookRuntime.with_argument()DataFlowNotebookRuntime.with_conda()DataFlowNotebookRuntime.with_configuration()DataFlowNotebookRuntime.with_custom_conda()DataFlowNotebookRuntime.with_defined_tag()DataFlowNotebookRuntime.with_environment_variable()DataFlowNotebookRuntime.with_exclude_tag()DataFlowNotebookRuntime.with_freeform_tag()DataFlowNotebookRuntime.with_maximum_runtime_in_minutes()DataFlowNotebookRuntime.with_notebook()DataFlowNotebookRuntime.with_output()DataFlowNotebookRuntime.with_overwrite()DataFlowNotebookRuntime.with_script_bucket()DataFlowNotebookRuntime.with_script_uri()DataFlowNotebookRuntime.with_service_conda()DataFlowNotebookRuntime.with_source()
DataFlowRunDataFlowRun.CONS_COMPARTMENT_IDDataFlowRun.LANGUAGE_JAVADataFlowRun.LANGUAGE_PYTHONDataFlowRun.LANGUAGE_SCALADataFlowRun.LANGUAGE_SQLDataFlowRun.LIFECYCLE_STATE_ACCEPTEDDataFlowRun.LIFECYCLE_STATE_CANCELEDDataFlowRun.LIFECYCLE_STATE_CANCELINGDataFlowRun.LIFECYCLE_STATE_FAILEDDataFlowRun.LIFECYCLE_STATE_IN_PROGRESSDataFlowRun.LIFECYCLE_STATE_STOPPEDDataFlowRun.LIFECYCLE_STATE_STOPPINGDataFlowRun.LIFECYCLE_STATE_SUCCEEDEDDataFlowRun.OCI_MODEL_PATTERNDataFlowRun.TERMINATED_STATESDataFlowRun.TYPE_BATCHDataFlowRun.TYPE_SESSIONDataFlowRun.TYPE_STREAMINGDataFlowRun.application_idDataFlowRun.application_log_configDataFlowRun.archive_uriDataFlowRun.argumentsDataFlowRun.authDataFlowRun.cancel()DataFlowRun.check_compartment_id()DataFlowRun.class_nameDataFlowRun.clientDataFlowRun.compartment_idDataFlowRun.configDataFlowRun.configurationDataFlowRun.create()DataFlowRun.create_instance()DataFlowRun.data_read_in_bytesDataFlowRun.data_written_in_bytesDataFlowRun.defined_tagsDataFlowRun.delete()DataFlowRun.deserialize()DataFlowRun.display_nameDataFlowRun.driver_shapeDataFlowRun.driver_shape_configDataFlowRun.executeDataFlowRun.executor_shapeDataFlowRun.executor_shape_configDataFlowRun.file_uriDataFlowRun.flatten()DataFlowRun.freeform_tagsDataFlowRun.from_dict()DataFlowRun.from_oci_model()DataFlowRun.from_ocid()DataFlowRun.idDataFlowRun.idle_timeout_in_minutesDataFlowRun.init_client()DataFlowRun.kwargsDataFlowRun.languageDataFlowRun.lifecycle_detailsDataFlowRun.lifecycle_stateDataFlowRun.list_resource()DataFlowRun.load_properties_from_env()DataFlowRun.logsDataFlowRun.logs_bucket_uriDataFlowRun.max_duration_in_minutesDataFlowRun.metastore_idDataFlowRun.nameDataFlowRun.num_executorsDataFlowRun.opc_request_idDataFlowRun.owner_principal_idDataFlowRun.owner_user_nameDataFlowRun.parametersDataFlowRun.pool_idDataFlowRun.private_endpoint_dns_zonesDataFlowRun.private_endpoint_idDataFlowRun.private_endpoint_max_host_countDataFlowRun.private_endpoint_nsg_idsDataFlowRun.private_endpoint_subnet_idDataFlowRun.run_details_linkDataFlowRun.run_duration_in_millisecondsDataFlowRun.serialize()DataFlowRun.signerDataFlowRun.spark_versionDataFlowRun.statusDataFlowRun.sync()DataFlowRun.time_createdDataFlowRun.time_updatedDataFlowRun.to_dict()DataFlowRun.to_oci_model()DataFlowRun.to_yaml()DataFlowRun.total_o_cpuDataFlowRun.typeDataFlowRun.type_mappingsDataFlowRun.update_from_oci_model()DataFlowRun.wait()DataFlowRun.warehouse_bucket_uriDataFlowRun.watch()
DataFlowRuntimeDataFlowRuntime.CONST_ARCHIVE_BUCKETDataFlowRuntime.CONST_ARCHIVE_URIDataFlowRuntime.CONST_ARGSDataFlowRuntime.CONST_CONDADataFlowRuntime.CONST_CONDA_AUTH_TYPEDataFlowRuntime.CONST_CONDA_REGIONDataFlowRuntime.CONST_CONDA_SLUGDataFlowRuntime.CONST_CONDA_TYPEDataFlowRuntime.CONST_CONDA_TYPE_CUSTOMDataFlowRuntime.CONST_CONDA_TYPE_SERVICEDataFlowRuntime.CONST_CONDA_URIDataFlowRuntime.CONST_CONFIGURATIONDataFlowRuntime.CONST_DEFINED_TAGSDataFlowRuntime.CONST_ENV_VARDataFlowRuntime.CONST_FREEFORM_TAGSDataFlowRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESDataFlowRuntime.CONST_OVERWRITEDataFlowRuntime.CONST_SCRIPT_BUCKETDataFlowRuntime.CONST_SCRIPT_PATHDataFlowRuntime.archive_bucketDataFlowRuntime.archive_uriDataFlowRuntime.argsDataFlowRuntime.attribute_mapDataFlowRuntime.build()DataFlowRuntime.condaDataFlowRuntime.configurationDataFlowRuntime.convert()DataFlowRuntime.defined_tagsDataFlowRuntime.environment_variablesDataFlowRuntime.envsDataFlowRuntime.freeform_tagsDataFlowRuntime.from_dict()DataFlowRuntime.from_json()DataFlowRuntime.from_string()DataFlowRuntime.from_yaml()DataFlowRuntime.get_spec()DataFlowRuntime.init()DataFlowRuntime.kindDataFlowRuntime.maximum_runtime_in_minutesDataFlowRuntime.overwriteDataFlowRuntime.script_bucketDataFlowRuntime.script_uriDataFlowRuntime.set_spec()DataFlowRuntime.to_dict()DataFlowRuntime.to_json()DataFlowRuntime.to_yaml()DataFlowRuntime.typeDataFlowRuntime.with_archive_bucket()DataFlowRuntime.with_archive_uri()DataFlowRuntime.with_argument()DataFlowRuntime.with_conda()DataFlowRuntime.with_configuration()DataFlowRuntime.with_custom_conda()DataFlowRuntime.with_defined_tag()DataFlowRuntime.with_environment_variable()DataFlowRuntime.with_freeform_tag()DataFlowRuntime.with_maximum_runtime_in_minutes()DataFlowRuntime.with_overwrite()DataFlowRuntime.with_script_bucket()DataFlowRuntime.with_script_uri()DataFlowRuntime.with_service_conda()
DataScienceJobDataScienceJob.CONST_BLOCK_STORAGEDataScienceJob.CONST_COMPARTMENT_IDDataScienceJob.CONST_DEFINED_TAGSDataScienceJob.CONST_DISPLAY_NAMEDataScienceJob.CONST_FREEFORM_TAGSDataScienceJob.CONST_JOB_INFRADataScienceJob.CONST_JOB_TYPEDataScienceJob.CONST_LOG_GROUP_IDDataScienceJob.CONST_LOG_IDDataScienceJob.CONST_MEMORY_IN_GBSDataScienceJob.CONST_OCPUSDataScienceJob.CONST_PROJECT_IDDataScienceJob.CONST_SHAPE_CONFIG_DETAILSDataScienceJob.CONST_SHAPE_NAMEDataScienceJob.CONST_STORAGE_MOUNTDataScienceJob.CONST_SUBNET_IDDataScienceJob.attribute_mapDataScienceJob.authDataScienceJob.block_storage_sizeDataScienceJob.build()DataScienceJob.compartment_idDataScienceJob.create()DataScienceJob.defined_tagsDataScienceJob.delete()DataScienceJob.fast_launch_shapes()DataScienceJob.freeform_tagsDataScienceJob.from_dict()DataScienceJob.from_dsc_job()DataScienceJob.from_id()DataScienceJob.from_json()DataScienceJob.from_string()DataScienceJob.from_yaml()DataScienceJob.get_spec()DataScienceJob.init()DataScienceJob.instance_shapes()DataScienceJob.job_idDataScienceJob.job_infrastructure_typeDataScienceJob.job_typeDataScienceJob.kindDataScienceJob.list_jobs()DataScienceJob.log_group_idDataScienceJob.log_idDataScienceJob.nameDataScienceJob.payload_attribute_mapDataScienceJob.project_idDataScienceJob.run()DataScienceJob.run_list()DataScienceJob.set_spec()DataScienceJob.shape_config_detailsDataScienceJob.shape_config_details_attribute_mapDataScienceJob.shape_nameDataScienceJob.snake_to_camel_mapDataScienceJob.standardize_spec()DataScienceJob.statusDataScienceJob.storage_mountDataScienceJob.storage_mount_type_dictDataScienceJob.subnet_idDataScienceJob.to_dict()DataScienceJob.to_json()DataScienceJob.to_yaml()DataScienceJob.typeDataScienceJob.update()DataScienceJob.with_block_storage_size()DataScienceJob.with_compartment_id()DataScienceJob.with_defined_tag()DataScienceJob.with_freeform_tag()DataScienceJob.with_job_infrastructure_type()DataScienceJob.with_job_type()DataScienceJob.with_log_group_id()DataScienceJob.with_log_id()DataScienceJob.with_project_id()DataScienceJob.with_shape_config_details()DataScienceJob.with_shape_name()DataScienceJob.with_storage_mount()DataScienceJob.with_subnet_id()
DataScienceJobRunDataScienceJobRun.CONS_COMPARTMENT_IDDataScienceJobRun.LIFECYCLE_STATE_ACCEPTEDDataScienceJobRun.LIFECYCLE_STATE_CANCELEDDataScienceJobRun.LIFECYCLE_STATE_CANCELINGDataScienceJobRun.LIFECYCLE_STATE_DELETEDDataScienceJobRun.LIFECYCLE_STATE_FAILEDDataScienceJobRun.LIFECYCLE_STATE_IN_PROGRESSDataScienceJobRun.LIFECYCLE_STATE_NEEDS_ATTENTIONDataScienceJobRun.LIFECYCLE_STATE_SUCCEEDEDDataScienceJobRun.OCI_MODEL_PATTERNDataScienceJobRun.TERMINAL_STATESDataScienceJobRun.authDataScienceJobRun.cancel()DataScienceJobRun.check_compartment_id()DataScienceJobRun.clientDataScienceJobRun.client_compositeDataScienceJobRun.compartment_idDataScienceJobRun.configDataScienceJobRun.create()DataScienceJobRun.create_instance()DataScienceJobRun.created_byDataScienceJobRun.defined_tagsDataScienceJobRun.delete()DataScienceJobRun.deserialize()DataScienceJobRun.display_nameDataScienceJobRun.download()DataScienceJobRun.exit_codeDataScienceJobRun.flatten()DataScienceJobRun.freeform_tagsDataScienceJobRun.from_dict()DataScienceJobRun.from_oci_model()DataScienceJobRun.from_ocid()DataScienceJobRun.idDataScienceJobRun.init_client()DataScienceJobRun.jobDataScienceJobRun.job_configuration_override_detailsDataScienceJobRun.job_environment_configuration_override_detailsDataScienceJobRun.job_idDataScienceJobRun.job_infrastructure_configuration_detailsDataScienceJobRun.job_log_configuration_override_detailsDataScienceJobRun.job_storage_mount_configuration_details_listDataScienceJobRun.kwargsDataScienceJobRun.lifecycle_detailsDataScienceJobRun.lifecycle_stateDataScienceJobRun.list_resource()DataScienceJobRun.load_properties_from_env()DataScienceJobRun.log_detailsDataScienceJobRun.log_group_idDataScienceJobRun.log_idDataScienceJobRun.loggingDataScienceJobRun.logs()DataScienceJobRun.nameDataScienceJobRun.project_idDataScienceJobRun.run_details_linkDataScienceJobRun.serialize()DataScienceJobRun.signerDataScienceJobRun.statusDataScienceJobRun.sync()DataScienceJobRun.time_acceptedDataScienceJobRun.time_finishedDataScienceJobRun.time_startedDataScienceJobRun.to_dict()DataScienceJobRun.to_oci_model()DataScienceJobRun.to_yaml()DataScienceJobRun.type_mappingsDataScienceJobRun.update_from_oci_model()DataScienceJobRun.wait()DataScienceJobRun.watch()
GitPythonRuntimeGitPythonRuntime.CONST_ARGSGitPythonRuntime.CONST_BRANCHGitPythonRuntime.CONST_COMMITGitPythonRuntime.CONST_CONDAGitPythonRuntime.CONST_CONDA_REGIONGitPythonRuntime.CONST_CONDA_SLUGGitPythonRuntime.CONST_CONDA_TYPEGitPythonRuntime.CONST_CONDA_TYPE_CUSTOMGitPythonRuntime.CONST_CONDA_TYPE_SERVICEGitPythonRuntime.CONST_CONDA_URIGitPythonRuntime.CONST_DEFINED_TAGSGitPythonRuntime.CONST_ENTRYPOINTGitPythonRuntime.CONST_ENTRY_FUNCTIONGitPythonRuntime.CONST_ENV_VARGitPythonRuntime.CONST_FREEFORM_TAGSGitPythonRuntime.CONST_GIT_SSH_SECRET_IDGitPythonRuntime.CONST_GIT_URLGitPythonRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESGitPythonRuntime.CONST_OUTPUT_DIRGitPythonRuntime.CONST_OUTPUT_URIGitPythonRuntime.CONST_PYTHON_PATHGitPythonRuntime.CONST_SKIP_METADATAGitPythonRuntime.CONST_WORKING_DIRGitPythonRuntime.argsGitPythonRuntime.attribute_mapGitPythonRuntime.branchGitPythonRuntime.build()GitPythonRuntime.commitGitPythonRuntime.condaGitPythonRuntime.defined_tagsGitPythonRuntime.entry_functionGitPythonRuntime.entry_scriptGitPythonRuntime.environment_variablesGitPythonRuntime.envsGitPythonRuntime.freeform_tagsGitPythonRuntime.from_dict()GitPythonRuntime.from_json()GitPythonRuntime.from_string()GitPythonRuntime.from_yaml()GitPythonRuntime.get_spec()GitPythonRuntime.init()GitPythonRuntime.kindGitPythonRuntime.maximum_runtime_in_minutesGitPythonRuntime.output_dirGitPythonRuntime.output_uriGitPythonRuntime.python_pathGitPythonRuntime.set_spec()GitPythonRuntime.skip_metadata_updateGitPythonRuntime.ssh_secret_ocidGitPythonRuntime.to_dict()GitPythonRuntime.to_json()GitPythonRuntime.to_yaml()GitPythonRuntime.typeGitPythonRuntime.urlGitPythonRuntime.with_argument()GitPythonRuntime.with_custom_conda()GitPythonRuntime.with_defined_tag()GitPythonRuntime.with_entrypoint()GitPythonRuntime.with_environment_variable()GitPythonRuntime.with_freeform_tag()GitPythonRuntime.with_maximum_runtime_in_minutes()GitPythonRuntime.with_output()GitPythonRuntime.with_python_path()GitPythonRuntime.with_service_conda()GitPythonRuntime.with_source()GitPythonRuntime.with_working_dir()GitPythonRuntime.working_dir
JobJob.attribute_mapJob.authJob.build()Job.cancel()Job.create()Job.dataflow_job()Job.datascience_job()Job.delete()Job.download()Job.from_dataflow_job()Job.from_datascience_job()Job.from_dict()Job.from_json()Job.from_string()Job.from_yaml()Job.get_spec()Job.idJob.infrastructureJob.kindJob.nameJob.run()Job.run_list()Job.runtimeJob.set_spec()Job.status()Job.to_dict()Job.to_json()Job.to_yaml()Job.typeJob.with_infrastructure()Job.with_name()Job.with_runtime()
NotebookRuntimeNotebookRuntime.CONST_ARGSNotebookRuntime.CONST_CONDANotebookRuntime.CONST_CONDA_REGIONNotebookRuntime.CONST_CONDA_SLUGNotebookRuntime.CONST_CONDA_TYPENotebookRuntime.CONST_CONDA_TYPE_CUSTOMNotebookRuntime.CONST_CONDA_TYPE_SERVICENotebookRuntime.CONST_CONDA_URINotebookRuntime.CONST_DEFINED_TAGSNotebookRuntime.CONST_ENTRYPOINTNotebookRuntime.CONST_ENV_VARNotebookRuntime.CONST_EXCLUDE_TAGNotebookRuntime.CONST_FREEFORM_TAGSNotebookRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESNotebookRuntime.CONST_NOTEBOOK_ENCODINGNotebookRuntime.CONST_NOTEBOOK_PATHNotebookRuntime.CONST_OUTPUT_URINotebookRuntime.CONST_OUTPUT_URI_ALTNotebookRuntime.CONST_SOURCENotebookRuntime.argsNotebookRuntime.attribute_mapNotebookRuntime.build()NotebookRuntime.condaNotebookRuntime.defined_tagsNotebookRuntime.environment_variablesNotebookRuntime.envsNotebookRuntime.exclude_tagNotebookRuntime.freeform_tagsNotebookRuntime.from_dict()NotebookRuntime.from_json()NotebookRuntime.from_string()NotebookRuntime.from_yaml()NotebookRuntime.get_spec()NotebookRuntime.init()NotebookRuntime.kindNotebookRuntime.maximum_runtime_in_minutesNotebookRuntime.notebookNotebookRuntime.notebook_encodingNotebookRuntime.notebook_uriNotebookRuntime.output_uriNotebookRuntime.set_spec()NotebookRuntime.sourceNotebookRuntime.to_dict()NotebookRuntime.to_json()NotebookRuntime.to_yaml()NotebookRuntime.typeNotebookRuntime.with_argument()NotebookRuntime.with_custom_conda()NotebookRuntime.with_defined_tag()NotebookRuntime.with_environment_variable()NotebookRuntime.with_exclude_tag()NotebookRuntime.with_freeform_tag()NotebookRuntime.with_maximum_runtime_in_minutes()NotebookRuntime.with_notebook()NotebookRuntime.with_output()NotebookRuntime.with_service_conda()NotebookRuntime.with_source()
PyTorchDistributedRuntimePyTorchDistributedRuntime.CONST_ARGSPyTorchDistributedRuntime.CONST_COMMANDPyTorchDistributedRuntime.CONST_CONDAPyTorchDistributedRuntime.CONST_CONDA_REGIONPyTorchDistributedRuntime.CONST_CONDA_SLUGPyTorchDistributedRuntime.CONST_CONDA_TYPEPyTorchDistributedRuntime.CONST_CONDA_TYPE_CUSTOMPyTorchDistributedRuntime.CONST_CONDA_TYPE_SERVICEPyTorchDistributedRuntime.CONST_CONDA_URIPyTorchDistributedRuntime.CONST_DEEPSPEEDPyTorchDistributedRuntime.CONST_DEFINED_TAGSPyTorchDistributedRuntime.CONST_DEPPyTorchDistributedRuntime.CONST_ENTRYPOINTPyTorchDistributedRuntime.CONST_ENTRY_FUNCTIONPyTorchDistributedRuntime.CONST_ENV_VARPyTorchDistributedRuntime.CONST_FREEFORM_TAGSPyTorchDistributedRuntime.CONST_GITPyTorchDistributedRuntime.CONST_INPUTPyTorchDistributedRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESPyTorchDistributedRuntime.CONST_OUTPUT_DIRPyTorchDistributedRuntime.CONST_OUTPUT_URIPyTorchDistributedRuntime.CONST_PIP_PKGPyTorchDistributedRuntime.CONST_PIP_REQPyTorchDistributedRuntime.CONST_PYTHON_PATHPyTorchDistributedRuntime.CONST_REPLICAPyTorchDistributedRuntime.CONST_SCRIPT_PATHPyTorchDistributedRuntime.CONST_WORKING_DIRPyTorchDistributedRuntime.argsPyTorchDistributedRuntime.attribute_mapPyTorchDistributedRuntime.build()PyTorchDistributedRuntime.commandPyTorchDistributedRuntime.condaPyTorchDistributedRuntime.defined_tagsPyTorchDistributedRuntime.dependenciesPyTorchDistributedRuntime.entry_functionPyTorchDistributedRuntime.entry_scriptPyTorchDistributedRuntime.entrypointPyTorchDistributedRuntime.environment_variablesPyTorchDistributedRuntime.envsPyTorchDistributedRuntime.freeform_tagsPyTorchDistributedRuntime.from_dict()PyTorchDistributedRuntime.from_json()PyTorchDistributedRuntime.from_string()PyTorchDistributedRuntime.from_yaml()PyTorchDistributedRuntime.get_spec()PyTorchDistributedRuntime.gitPyTorchDistributedRuntime.init()PyTorchDistributedRuntime.inputsPyTorchDistributedRuntime.kindPyTorchDistributedRuntime.maximum_runtime_in_minutesPyTorchDistributedRuntime.output_dirPyTorchDistributedRuntime.output_uriPyTorchDistributedRuntime.python_pathPyTorchDistributedRuntime.replicaPyTorchDistributedRuntime.run()PyTorchDistributedRuntime.script_uriPyTorchDistributedRuntime.set_spec()PyTorchDistributedRuntime.source_uriPyTorchDistributedRuntime.to_dict()PyTorchDistributedRuntime.to_json()PyTorchDistributedRuntime.to_yaml()PyTorchDistributedRuntime.typePyTorchDistributedRuntime.use_deepspeedPyTorchDistributedRuntime.with_argument()PyTorchDistributedRuntime.with_command()PyTorchDistributedRuntime.with_custom_conda()PyTorchDistributedRuntime.with_defined_tag()PyTorchDistributedRuntime.with_dependency()PyTorchDistributedRuntime.with_entrypoint()PyTorchDistributedRuntime.with_environment_variable()PyTorchDistributedRuntime.with_freeform_tag()PyTorchDistributedRuntime.with_git()PyTorchDistributedRuntime.with_inputs()PyTorchDistributedRuntime.with_maximum_runtime_in_minutes()PyTorchDistributedRuntime.with_output()PyTorchDistributedRuntime.with_python_path()PyTorchDistributedRuntime.with_replica()PyTorchDistributedRuntime.with_script()PyTorchDistributedRuntime.with_service_conda()PyTorchDistributedRuntime.with_source()PyTorchDistributedRuntime.with_working_dir()PyTorchDistributedRuntime.working_dir
PythonRuntimePythonRuntime.CONST_ARGSPythonRuntime.CONST_CONDAPythonRuntime.CONST_CONDA_REGIONPythonRuntime.CONST_CONDA_SLUGPythonRuntime.CONST_CONDA_TYPEPythonRuntime.CONST_CONDA_TYPE_CUSTOMPythonRuntime.CONST_CONDA_TYPE_SERVICEPythonRuntime.CONST_CONDA_URIPythonRuntime.CONST_DEFINED_TAGSPythonRuntime.CONST_ENTRYPOINTPythonRuntime.CONST_ENTRY_FUNCTIONPythonRuntime.CONST_ENV_VARPythonRuntime.CONST_FREEFORM_TAGSPythonRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESPythonRuntime.CONST_OUTPUT_DIRPythonRuntime.CONST_OUTPUT_URIPythonRuntime.CONST_PYTHON_PATHPythonRuntime.CONST_SCRIPT_PATHPythonRuntime.CONST_WORKING_DIRPythonRuntime.argsPythonRuntime.attribute_mapPythonRuntime.build()PythonRuntime.condaPythonRuntime.defined_tagsPythonRuntime.entry_functionPythonRuntime.entry_scriptPythonRuntime.entrypointPythonRuntime.environment_variablesPythonRuntime.envsPythonRuntime.freeform_tagsPythonRuntime.from_dict()PythonRuntime.from_json()PythonRuntime.from_string()PythonRuntime.from_yaml()PythonRuntime.get_spec()PythonRuntime.init()PythonRuntime.kindPythonRuntime.maximum_runtime_in_minutesPythonRuntime.output_dirPythonRuntime.output_uriPythonRuntime.python_pathPythonRuntime.script_uriPythonRuntime.set_spec()PythonRuntime.source_uriPythonRuntime.to_dict()PythonRuntime.to_json()PythonRuntime.to_yaml()PythonRuntime.typePythonRuntime.with_argument()PythonRuntime.with_custom_conda()PythonRuntime.with_defined_tag()PythonRuntime.with_entrypoint()PythonRuntime.with_environment_variable()PythonRuntime.with_freeform_tag()PythonRuntime.with_maximum_runtime_in_minutes()PythonRuntime.with_output()PythonRuntime.with_python_path()PythonRuntime.with_script()PythonRuntime.with_service_conda()PythonRuntime.with_source()PythonRuntime.with_working_dir()PythonRuntime.working_dir
ScriptRuntimeScriptRuntime.CONST_ARGSScriptRuntime.CONST_CONDAScriptRuntime.CONST_CONDA_REGIONScriptRuntime.CONST_CONDA_SLUGScriptRuntime.CONST_CONDA_TYPEScriptRuntime.CONST_CONDA_TYPE_CUSTOMScriptRuntime.CONST_CONDA_TYPE_SERVICEScriptRuntime.CONST_CONDA_URIScriptRuntime.CONST_DEFINED_TAGSScriptRuntime.CONST_ENTRYPOINTScriptRuntime.CONST_ENV_VARScriptRuntime.CONST_FREEFORM_TAGSScriptRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTESScriptRuntime.CONST_SCRIPT_PATHScriptRuntime.argsScriptRuntime.attribute_mapScriptRuntime.build()ScriptRuntime.condaScriptRuntime.defined_tagsScriptRuntime.entrypointScriptRuntime.environment_variablesScriptRuntime.envsScriptRuntime.freeform_tagsScriptRuntime.from_dict()ScriptRuntime.from_json()ScriptRuntime.from_string()ScriptRuntime.from_yaml()ScriptRuntime.get_spec()ScriptRuntime.init()ScriptRuntime.kindScriptRuntime.maximum_runtime_in_minutesScriptRuntime.script_uriScriptRuntime.set_spec()ScriptRuntime.source_uriScriptRuntime.to_dict()ScriptRuntime.to_json()ScriptRuntime.to_yaml()ScriptRuntime.typeScriptRuntime.with_argument()ScriptRuntime.with_custom_conda()ScriptRuntime.with_defined_tag()ScriptRuntime.with_entrypoint()ScriptRuntime.with_environment_variable()ScriptRuntime.with_freeform_tag()ScriptRuntime.with_maximum_runtime_in_minutes()ScriptRuntime.with_script()ScriptRuntime.with_service_conda()ScriptRuntime.with_source()
- ads.model package
- Subpackages
- ads.model.common package
- ads.model.deployment package
- ads.model.extractor package
- Submodules
- ads.model.extractor.keras_extractor module
- ads.model.extractor.lightgbm_extractor module
- ads.model.extractor.model_info_extractor module
- ads.model.extractor.model_info_extractor_factory module
- ads.model.extractor.pytorch_extractor module
- ads.model.extractor.sklearn_extractor module
- ads.model.extractor.spark_extractor module
- ads.model.extractor.tensorflow_extractor module
- ads.model.extractor.xgboost_extractor module
- Module contents
- ads.model.framework package
- Submodules
- ads.model.framework.huggingface_model module
- ads.model.framework.lightgbm_model module
- ads.model.framework.pytorch_model module
- ads.model.framework.sklearn_model module
- ads.model.framework.spark_model module
- ads.model.framework.tensorflow_model module
- ads.model.framework.xgboost_model module
- Module contents
- ads.model.model_artifact_boilerplate package
- ads.model.runtime package
- ads.model.service package
- ads.model.transformer package
- Submodules
- ads.model.artifact module
- ads.model.artifact_downloader module
- ads.model.artifact_uploader module
ArtifactUploaderLargeArtifactUploaderLargeArtifactUploader.artifact_pathLargeArtifactUploader.artifact_file_pathLargeArtifactUploader.authLargeArtifactUploader.bucket_uriLargeArtifactUploader.dsc_modelLargeArtifactUploader.overwrite_existing_artifactLargeArtifactUploader.progressLargeArtifactUploader.regionLargeArtifactUploader.remove_existing_artifactLargeArtifactUploader.upload_managerLargeArtifactUploader.PROGRESS_STEPS_COUNT
SmallArtifactUploader
- ads.model.base_properties module
BasePropertiesBaseProperties.with_prop()BaseProperties.with_dict()BaseProperties.with_env()BaseProperties.to_dict()BaseProperties.with_config()BaseProperties.from_dict()BaseProperties.from_config()BaseProperties.to_config()BaseProperties.from_config()BaseProperties.from_dict()BaseProperties.to_config()BaseProperties.to_dict()BaseProperties.with_config()BaseProperties.with_dict()BaseProperties.with_env()BaseProperties.with_prop()
ArtifactsNotAvailableErrorDataScienceModelTypeFrameworkSpecificModelGenericModelGenericModel.algorithmGenericModel.artifact_dirGenericModel.authGenericModel.estimatorGenericModel.frameworkGenericModel.hyperparameterGenericModel.metadata_customGenericModel.metadata_provenanceGenericModel.metadata_taxonomyGenericModel.model_artifactGenericModel.model_deploymentGenericModel.model_file_nameGenericModel.model_idGenericModel.model_input_serializerGenericModel.propertiesGenericModel.runtime_infoGenericModel.schema_inputGenericModel.schema_outputGenericModel.serializeGenericModel.versionGenericModel.delete_deployment()GenericModel.deploy()GenericModel.from_model_artifact()GenericModel.from_model_catalog()GenericModel.from_model_deployment()GenericModel.update_deployment()GenericModel.from_id()GenericModel.introspect()GenericModel.predict()GenericModel.prepare()GenericModel.prepare_save_deploy()GenericModel.reload()GenericModel.restart_deployment()GenericModel.save()GenericModel.set_model_input_serializer()GenericModel.summary_status()GenericModel.verify()GenericModel.upload_artifact()GenericModel.download_artifact()GenericModel.update_summary_status()GenericModel.update_summary_action()GenericModel.delete()GenericModel.delete_deployment()GenericModel.deploy()GenericModel.download_artifact()GenericModel.from_id()GenericModel.from_model_artifact()GenericModel.from_model_catalog()GenericModel.from_model_deployment()GenericModel.get_data_serializer()GenericModel.get_model_serializer()GenericModel.introspect()GenericModel.metadata_customGenericModel.metadata_provenanceGenericModel.metadata_taxonomyGenericModel.model_deployment_idGenericModel.model_idGenericModel.model_input_serializer_typeGenericModel.model_save_serializer_typeGenericModel.predict()GenericModel.prepare()GenericModel.prepare_save_deploy()GenericModel.reload()GenericModel.reload_runtime_info()GenericModel.restart_deployment()GenericModel.save()GenericModel.schema_inputGenericModel.schema_outputGenericModel.serialize_model()GenericModel.set_model_input_serializer()GenericModel.set_model_save_serializer()GenericModel.summary_status()GenericModel.update()GenericModel.update_deployment()GenericModel.update_summary_action()GenericModel.update_summary_status()GenericModel.upload_artifact()GenericModel.verify()
ModelDeploymentRuntimeTypeModelStateNotActiveDeploymentErrorRuntimeInfoInconsistencyErrorSerializeInputNotImplementedErrorSerializeModelNotImplementedErrorSummaryStatus
- ads.model.model_introspect module
- ads.model.model_metadata module
FrameworkFramework.BERTFramework.CUMLFramework.EMCEEFramework.ENSEMBLEFramework.FLAIRFramework.GENSIMFramework.H20Framework.KERASFramework.LIGHT_GBMFramework.MXNETFramework.NLTKFramework.ORACLE_AUTOMLFramework.OTHERFramework.PROPHETFramework.PYMC3Framework.PYODFramework.PYSTANFramework.PYTORCHFramework.SCIKIT_LEARNFramework.SKTIMEFramework.SPACYFramework.SPARKFramework.STATSMODELSFramework.TENSORFLOWFramework.TRANSFORMERSFramework.WORD2VECFramework.XGBOOST
MetadataCustomCategoryMetadataCustomKeysMetadataCustomKeys.CLIENT_LIBRARYMetadataCustomKeys.CONDA_ENVIRONMENTMetadataCustomKeys.CONDA_ENVIRONMENT_PATHMetadataCustomKeys.ENVIRONMENT_TYPEMetadataCustomKeys.MODEL_ARTIFACTSMetadataCustomKeys.MODEL_FILE_NAMEMetadataCustomKeys.MODEL_SERIALIZATION_FORMATMetadataCustomKeys.SLUG_NAMEMetadataCustomKeys.TRAINING_DATASETMetadataCustomKeys.TRAINING_DATASET_NUMBER_OF_COLSMetadataCustomKeys.TRAINING_DATASET_NUMBER_OF_ROWSMetadataCustomKeys.TRAINING_DATASET_SIZEMetadataCustomKeys.VALIDATION_DATASETMetadataCustomKeys.VALIDATION_DATASET_NUMBER_OF_COLSMetadataCustomKeys.VALIDATION_DATASET_NUMBER_OF_ROWSMetadataCustomKeys.VALIDATION_DATASET_SIZE
MetadataCustomPrintColumnsMetadataDescriptionTooLongMetadataSizeTooLargeMetadataTaxonomyKeysMetadataTaxonomyPrintColumnsMetadataValueTooLongModelCustomMetadataModelCustomMetadata.get()ModelCustomMetadata.reset()ModelCustomMetadata.to_dataframe()ModelCustomMetadata.size()ModelCustomMetadata.validate()ModelCustomMetadata.to_dict()ModelCustomMetadata.from_dict()ModelCustomMetadata.to_yaml()ModelCustomMetadata.add()ModelCustomMetadata.remove()ModelCustomMetadata.clear()ModelCustomMetadata.isempty()ModelCustomMetadata.to_json()ModelCustomMetadata.to_json_file()ModelCustomMetadata.add()ModelCustomMetadata.clear()ModelCustomMetadata.from_dict()ModelCustomMetadata.isempty()ModelCustomMetadata.remove()ModelCustomMetadata.set_training_data()ModelCustomMetadata.set_validation_data()ModelCustomMetadata.to_dataframe()
ModelCustomMetadataItemModelCustomMetadataItem.keyModelCustomMetadataItem.valueModelCustomMetadataItem.descriptionModelCustomMetadataItem.categoryModelCustomMetadataItem.reset()ModelCustomMetadataItem.to_dict()ModelCustomMetadataItem.from_dict()ModelCustomMetadataItem.to_yaml()ModelCustomMetadataItem.size()ModelCustomMetadataItem.update()ModelCustomMetadataItem.to_json()ModelCustomMetadataItem.to_json_file()ModelCustomMetadataItem.validate()ModelCustomMetadataItem.categoryModelCustomMetadataItem.descriptionModelCustomMetadataItem.reset()ModelCustomMetadataItem.update()ModelCustomMetadataItem.validate()
ModelMetadataModelMetadata.get()ModelMetadata.reset()ModelMetadata.to_dataframe()ModelMetadata.size()ModelMetadata.validate()ModelMetadata.to_dict()ModelMetadata.from_dict()ModelMetadata.to_yaml()ModelMetadata.to_json()ModelMetadata.to_json_file()ModelMetadata.from_dict()ModelMetadata.get()ModelMetadata.keysModelMetadata.reset()ModelMetadata.size()ModelMetadata.to_dataframe()ModelMetadata.to_dict()ModelMetadata.to_json()ModelMetadata.to_json_file()ModelMetadata.to_yaml()ModelMetadata.validate()ModelMetadata.validate_size()
ModelMetadataItemModelMetadataItem.to_dict()ModelMetadataItem.from_dict()ModelMetadataItem.to_yaml()ModelMetadataItem.size()ModelMetadataItem.to_json()ModelMetadataItem.to_json_file()ModelMetadataItem.validate()ModelMetadataItem.from_dict()ModelMetadataItem.size()ModelMetadataItem.to_dict()ModelMetadataItem.to_json()ModelMetadataItem.to_json_file()ModelMetadataItem.to_yaml()ModelMetadataItem.validate()
ModelProvenanceMetadataModelProvenanceMetadata.artifact_dirModelProvenanceMetadata.assert_path_not_dirty()ModelProvenanceMetadata.fetch_training_code_details()ModelProvenanceMetadata.from_dict()ModelProvenanceMetadata.git_branchModelProvenanceMetadata.git_commitModelProvenanceMetadata.repoModelProvenanceMetadata.repository_urlModelProvenanceMetadata.to_dict()ModelProvenanceMetadata.training_idModelProvenanceMetadata.training_script_path
ModelTaxonomyMetadataModelTaxonomyMetadata.get()ModelTaxonomyMetadata.reset()ModelTaxonomyMetadata.to_dataframe()ModelTaxonomyMetadata.size()ModelTaxonomyMetadata.validate()ModelTaxonomyMetadata.to_dict()ModelTaxonomyMetadata.from_dict()ModelTaxonomyMetadata.to_yaml()ModelTaxonomyMetadata.to_json()ModelTaxonomyMetadata.to_json_file()ModelTaxonomyMetadata.from_dict()ModelTaxonomyMetadata.to_dataframe()
ModelTaxonomyMetadataItemModelTaxonomyMetadataItem.keyModelTaxonomyMetadataItem.valueModelTaxonomyMetadataItem.reset()ModelTaxonomyMetadataItem.to_dict()ModelTaxonomyMetadataItem.from_dict()ModelTaxonomyMetadataItem.to_yaml()ModelTaxonomyMetadataItem.size()ModelTaxonomyMetadataItem.update()ModelTaxonomyMetadataItem.to_json()ModelTaxonomyMetadataItem.to_json_file()ModelTaxonomyMetadataItem.validate()ModelTaxonomyMetadataItem.keyModelTaxonomyMetadataItem.reset()ModelTaxonomyMetadataItem.update()ModelTaxonomyMetadataItem.validate()ModelTaxonomyMetadataItem.value
UseCaseTypeUseCaseType.ANOMALY_DETECTIONUseCaseType.BINARY_CLASSIFICATIONUseCaseType.CLUSTERINGUseCaseType.DIMENSIONALITY_REDUCTIONUseCaseType.IMAGE_CLASSIFICATIONUseCaseType.MULTINOMIAL_CLASSIFICATIONUseCaseType.NERUseCaseType.OBJECT_LOCALIZATIONUseCaseType.OTHERUseCaseType.RECOMMENDERUseCaseType.REGRESSIONUseCaseType.SENTIMENT_ANALYSISUseCaseType.TIME_SERIES_FORECASTINGUseCaseType.TOPIC_MODELING
- ads.model.model_metadata_mixin module
- ads.model.model_properties module
ModelPropertiesModelProperties.bucket_uriModelProperties.compartment_idModelProperties.deployment_access_log_idModelProperties.deployment_bandwidth_mbpsModelProperties.deployment_imageModelProperties.deployment_instance_countModelProperties.deployment_instance_shapeModelProperties.deployment_instance_subnet_idModelProperties.deployment_log_group_idModelProperties.deployment_memory_in_gbsModelProperties.deployment_ocpusModelProperties.deployment_predict_log_idModelProperties.inference_conda_envModelProperties.inference_python_versionModelProperties.overwrite_existing_artifactModelProperties.project_idModelProperties.remove_existing_artifactModelProperties.training_conda_envModelProperties.training_idModelProperties.training_python_versionModelProperties.training_resource_idModelProperties.training_script_path
- ads.model.model_version_set module
ModelVersionSetModelVersionSet.idModelVersionSet.project_idModelVersionSet.compartment_idModelVersionSet.nameModelVersionSet.descriptionModelVersionSet.freeform_tagsModelVersionSet.defined_tagsModelVersionSet.details_linkModelVersionSet.create()ModelVersionSet.update()ModelVersionSet.delete()ModelVersionSet.to_dict()ModelVersionSet.from_id()ModelVersionSet.from_ocid()ModelVersionSet.from_name()ModelVersionSet.from_dict()ModelVersionSet.CONST_COMPARTMENT_IDModelVersionSet.CONST_DEFINED_TAGModelVersionSet.CONST_DESCRIPTIONModelVersionSet.CONST_FREEFORM_TAGModelVersionSet.CONST_IDModelVersionSet.CONST_NAMEModelVersionSet.CONST_PROJECT_IDModelVersionSet.LIFECYCLE_STATE_ACTIVEModelVersionSet.LIFECYCLE_STATE_DELETEDModelVersionSet.LIFECYCLE_STATE_DELETINGModelVersionSet.LIFECYCLE_STATE_FAILEDModelVersionSet.attribute_mapModelVersionSet.compartment_idModelVersionSet.create()ModelVersionSet.defined_tagsModelVersionSet.delete()ModelVersionSet.descriptionModelVersionSet.details_linkModelVersionSet.freeform_tagsModelVersionSet.from_dict()ModelVersionSet.from_dsc_model_version_set()ModelVersionSet.from_id()ModelVersionSet.from_name()ModelVersionSet.from_ocid()ModelVersionSet.idModelVersionSet.kindModelVersionSet.list()ModelVersionSet.model_add()ModelVersionSet.models()ModelVersionSet.nameModelVersionSet.project_idModelVersionSet.statusModelVersionSet.to_dict()ModelVersionSet.update()ModelVersionSet.with_compartment_id()ModelVersionSet.with_defined_tags()ModelVersionSet.with_description()ModelVersionSet.with_freeform_tags()ModelVersionSet.with_name()ModelVersionSet.with_project_id()
experiment()
- Module contents
AutoMLModelAutoMLModel.algorithmAutoMLModel.artifact_dirAutoMLModel.authAutoMLModel.estimatorAutoMLModel.frameworkAutoMLModel.hyperparameterAutoMLModel.metadata_customAutoMLModel.metadata_provenanceAutoMLModel.metadata_taxonomyAutoMLModel.model_artifactAutoMLModel.model_deploymentAutoMLModel.model_file_nameAutoMLModel.model_idAutoMLModel.propertiesAutoMLModel.runtime_infoAutoMLModel.schema_inputAutoMLModel.schema_outputAutoMLModel.serializeAutoMLModel.versionAutoMLModel.delete_deployment()AutoMLModel.deploy()AutoMLModel.from_model_artifact()AutoMLModel.from_model_catalog()AutoMLModel.introspect()AutoMLModel.predict()AutoMLModel.prepare()AutoMLModel.reload()AutoMLModel.save()AutoMLModel.summary_status()AutoMLModel.verify()
DataScienceModelDataScienceModel.idDataScienceModel.project_idDataScienceModel.compartment_idDataScienceModel.nameDataScienceModel.descriptionDataScienceModel.freeform_tagsDataScienceModel.defined_tagsDataScienceModel.input_schemaDataScienceModel.output_schemaDataScienceModel.defined_metadata_listDataScienceModel.custom_metadata_listDataScienceModel.provenance_metadataDataScienceModel.artifactDataScienceModel.statusDataScienceModel.model_version_set_idDataScienceModel.version_labelDataScienceModel.version_idDataScienceModel.model_file_descriptionDataScienceModel.create()DataScienceModel.delete()DataScienceModel.to_dict()DataScienceModel.from_id()DataScienceModel.from_dict()DataScienceModel.upload_artifact()DataScienceModel.download_artifact()DataScienceModel.update()DataScienceModel.list()DataScienceModel.with_project_id()DataScienceModel.with_description()DataScienceModel.with_compartment_id()DataScienceModel.with_display_name()DataScienceModel.with_freeform_tags()DataScienceModel.with_defined_tags()DataScienceModel.with_input_schema()DataScienceModel.with_output_schema()DataScienceModel.with_defined_metadata_list()DataScienceModel.with_custom_metadata_list()DataScienceModel.with_provenance_metadata()DataScienceModel.with_artifact()DataScienceModel.CONST_ARTIFACTDataScienceModel.CONST_COMPARTMENT_IDDataScienceModel.CONST_CUSTOM_METADATADataScienceModel.CONST_DEFINED_METADATADataScienceModel.CONST_DEFINED_TAGDataScienceModel.CONST_DESCRIPTIONDataScienceModel.CONST_DISPLAY_NAMEDataScienceModel.CONST_FREEFORM_TAGDataScienceModel.CONST_IDDataScienceModel.CONST_INPUT_SCHEMADataScienceModel.CONST_LIFECYCLE_STATEDataScienceModel.CONST_MODEL_FILE_DESCRIPTIONDataScienceModel.CONST_MODEL_VERSION_IDDataScienceModel.CONST_MODEL_VERSION_LABELDataScienceModel.CONST_MODEL_VERSION_SET_IDDataScienceModel.CONST_MODEL_VERSION_SET_NAMEDataScienceModel.CONST_OUTPUT_SCHEMADataScienceModel.CONST_PROJECT_IDDataScienceModel.CONST_PROVENANCE_METADATADataScienceModel.CONST_TIME_CREATEDDataScienceModel.add_artifact()DataScienceModel.artifactDataScienceModel.attribute_mapDataScienceModel.compartment_idDataScienceModel.create()DataScienceModel.custom_metadata_listDataScienceModel.defined_metadata_listDataScienceModel.defined_tagsDataScienceModel.delete()DataScienceModel.descriptionDataScienceModel.display_nameDataScienceModel.download_artifact()DataScienceModel.freeform_tagsDataScienceModel.from_dict()DataScienceModel.from_id()DataScienceModel.idDataScienceModel.input_schemaDataScienceModel.kindDataScienceModel.lifecycle_stateDataScienceModel.list()DataScienceModel.list_df()DataScienceModel.model_file_descriptionDataScienceModel.model_version_set_idDataScienceModel.model_version_set_nameDataScienceModel.output_schemaDataScienceModel.project_idDataScienceModel.provenance_metadataDataScienceModel.remove_artifact()DataScienceModel.statusDataScienceModel.sync()DataScienceModel.time_createdDataScienceModel.to_dict()DataScienceModel.update()DataScienceModel.upload_artifact()DataScienceModel.version_idDataScienceModel.version_labelDataScienceModel.with_artifact()DataScienceModel.with_compartment_id()DataScienceModel.with_custom_metadata_list()DataScienceModel.with_defined_metadata_list()DataScienceModel.with_defined_tags()DataScienceModel.with_description()DataScienceModel.with_display_name()DataScienceModel.with_freeform_tags()DataScienceModel.with_input_schema()DataScienceModel.with_model_file_description()DataScienceModel.with_model_version_set_id()DataScienceModel.with_output_schema()DataScienceModel.with_project_id()DataScienceModel.with_provenance_metadata()DataScienceModel.with_version_id()DataScienceModel.with_version_label()
GenericModelGenericModel.algorithmGenericModel.artifact_dirGenericModel.authGenericModel.estimatorGenericModel.frameworkGenericModel.hyperparameterGenericModel.metadata_customGenericModel.metadata_provenanceGenericModel.metadata_taxonomyGenericModel.model_artifactGenericModel.model_deploymentGenericModel.model_file_nameGenericModel.model_idGenericModel.model_input_serializerGenericModel.propertiesGenericModel.runtime_infoGenericModel.schema_inputGenericModel.schema_outputGenericModel.serializeGenericModel.versionGenericModel.delete_deployment()GenericModel.deploy()GenericModel.from_model_artifact()GenericModel.from_model_catalog()GenericModel.from_model_deployment()GenericModel.update_deployment()GenericModel.from_id()GenericModel.introspect()GenericModel.predict()GenericModel.prepare()GenericModel.prepare_save_deploy()GenericModel.reload()GenericModel.restart_deployment()GenericModel.save()GenericModel.set_model_input_serializer()GenericModel.summary_status()GenericModel.verify()GenericModel.upload_artifact()GenericModel.download_artifact()GenericModel.update_summary_status()GenericModel.update_summary_action()GenericModel.delete()GenericModel.delete_deployment()GenericModel.deploy()GenericModel.download_artifact()GenericModel.from_id()GenericModel.from_model_artifact()GenericModel.from_model_catalog()GenericModel.from_model_deployment()GenericModel.get_data_serializer()GenericModel.get_model_serializer()GenericModel.introspect()GenericModel.metadata_customGenericModel.metadata_provenanceGenericModel.metadata_taxonomyGenericModel.model_deployment_idGenericModel.model_idGenericModel.model_input_serializer_typeGenericModel.model_save_serializer_typeGenericModel.predict()GenericModel.prepare()GenericModel.prepare_save_deploy()GenericModel.reload()GenericModel.reload_runtime_info()GenericModel.restart_deployment()GenericModel.save()GenericModel.schema_inputGenericModel.schema_outputGenericModel.serialize_model()GenericModel.set_model_input_serializer()GenericModel.set_model_save_serializer()GenericModel.summary_status()GenericModel.update()GenericModel.update_deployment()GenericModel.update_summary_action()GenericModel.update_summary_status()GenericModel.upload_artifact()GenericModel.verify()
HuggingFacePipelineModelHuggingFacePipelineModel.algorithmHuggingFacePipelineModel.artifact_dirHuggingFacePipelineModel.authHuggingFacePipelineModel.estimatorHuggingFacePipelineModel.frameworkHuggingFacePipelineModel.hyperparameterHuggingFacePipelineModel.metadata_customHuggingFacePipelineModel.metadata_provenanceHuggingFacePipelineModel.metadata_taxonomyHuggingFacePipelineModel.model_artifactHuggingFacePipelineModel.model_deploymentHuggingFacePipelineModel.model_file_nameHuggingFacePipelineModel.model_idHuggingFacePipelineModel.propertiesHuggingFacePipelineModel.runtime_infoHuggingFacePipelineModel.schema_inputHuggingFacePipelineModel.schema_outputHuggingFacePipelineModel.serializeHuggingFacePipelineModel.versionHuggingFacePipelineModel.delete_deployment()HuggingFacePipelineModel.deploy()HuggingFacePipelineModel.from_model_artifact()HuggingFacePipelineModel.from_model_catalog()HuggingFacePipelineModel.introspect()HuggingFacePipelineModel.predict()HuggingFacePipelineModel.prepare()HuggingFacePipelineModel.reload()HuggingFacePipelineModel.save()HuggingFacePipelineModel.summary_status()HuggingFacePipelineModel.verify()HuggingFacePipelineModel.model_save_serializer_typeHuggingFacePipelineModel.serialize_model()
LightGBMModelLightGBMModel.algorithmLightGBMModel.artifact_dirLightGBMModel.authLightGBMModel.estimatorLightGBMModel.frameworkLightGBMModel.hyperparameterLightGBMModel.metadata_customLightGBMModel.metadata_provenanceLightGBMModel.metadata_taxonomyLightGBMModel.model_artifactLightGBMModel.model_deploymentLightGBMModel.model_file_nameLightGBMModel.model_idLightGBMModel.propertiesLightGBMModel.runtime_infoLightGBMModel.schema_inputLightGBMModel.schema_outputLightGBMModel.serializeLightGBMModel.versionLightGBMModel.delete_deployment()LightGBMModel.deploy()LightGBMModel.from_model_artifact()LightGBMModel.from_model_catalog()LightGBMModel.introspect()LightGBMModel.predict()LightGBMModel.prepare()LightGBMModel.reload()LightGBMModel.save()LightGBMModel.summary_status()LightGBMModel.verify()LightGBMModel.model_save_serializer_typeLightGBMModel.serialize_model()
ModelDeployerModelDeployer.configModelDeployer.ds_clientModelDeployer.ds_composite_clientModelDeployer.deploy()ModelDeployer.get_model_deployment()ModelDeployer.get_model_deployment_state()ModelDeployer.delete()ModelDeployer.list_deployments()ModelDeployer.show_deployments()ModelDeployer.delete()ModelDeployer.deploy()ModelDeployer.deploy_from_model_uri()ModelDeployer.get_model_deployment()ModelDeployer.get_model_deployment_state()ModelDeployer.list_deployments()ModelDeployer.show_deployments()ModelDeployer.update()
ModelDeploymentModelDeployment.configModelDeployment.propertiesModelDeployment.workflow_state_progressModelDeployment.workflow_stepsModelDeployment.dsc_model_deploymentModelDeployment.stateModelDeployment.created_byModelDeployment.lifecycle_stateModelDeployment.lifecycle_detailsModelDeployment.time_createdModelDeployment.display_nameModelDeployment.descriptionModelDeployment.freeform_tagsModelDeployment.defined_tagsModelDeployment.runtimeModelDeployment.infrastructureModelDeployment.deploy()ModelDeployment.delete()ModelDeployment.update()ModelDeployment.activate()ModelDeployment.deactivate()ModelDeployment.list()ModelDeployment.with_display_name()ModelDeployment.with_description()ModelDeployment.with_freeform_tags()ModelDeployment.with_defined_tags()ModelDeployment.with_runtime()ModelDeployment.with_infrastructure()ModelDeployment.from_dict()ModelDeployment.from_id()ModelDeployment.sync()ModelDeployment.CONST_CREATED_BYModelDeployment.CONST_DEFINED_TAGModelDeployment.CONST_DESCRIPTIONModelDeployment.CONST_DISPLAY_NAMEModelDeployment.CONST_FREEFORM_TAGModelDeployment.CONST_IDModelDeployment.CONST_INFRASTRUCTUREModelDeployment.CONST_LIFECYCLE_DETAILSModelDeployment.CONST_LIFECYCLE_STATEModelDeployment.CONST_MODEL_DEPLOYMENT_URLModelDeployment.CONST_RUNTIMEModelDeployment.CONST_TIME_CREATEDModelDeployment.access_logModelDeployment.activate()ModelDeployment.attribute_mapModelDeployment.build()ModelDeployment.created_byModelDeployment.deactivate()ModelDeployment.defined_tagsModelDeployment.delete()ModelDeployment.deploy()ModelDeployment.descriptionModelDeployment.display_nameModelDeployment.freeform_tagsModelDeployment.from_dict()ModelDeployment.from_id()ModelDeployment.idModelDeployment.infrastructureModelDeployment.initialize_spec_attributesModelDeployment.kindModelDeployment.lifecycle_detailsModelDeployment.lifecycle_stateModelDeployment.list()ModelDeployment.list_df()ModelDeployment.logs()ModelDeployment.model_deployment_idModelDeployment.model_input_serializerModelDeployment.predict()ModelDeployment.predict_logModelDeployment.runtimeModelDeployment.show_logs()ModelDeployment.stateModelDeployment.statusModelDeployment.sync()ModelDeployment.time_createdModelDeployment.to_dict()ModelDeployment.typeModelDeployment.update()ModelDeployment.urlModelDeployment.watch()ModelDeployment.with_defined_tags()ModelDeployment.with_description()ModelDeployment.with_display_name()ModelDeployment.with_freeform_tags()ModelDeployment.with_infrastructure()ModelDeployment.with_runtime()
ModelDeploymentPropertiesModelDeploymentProperties.swagger_typesModelDeploymentProperties.model_idModelDeploymentProperties.model_uriModelDeploymentProperties.with_prop()ModelDeploymentProperties.with_instance_configuration()ModelDeploymentProperties.with_access_log()ModelDeploymentProperties.with_predict_log()ModelDeploymentProperties.build()ModelDeploymentProperties.build()ModelDeploymentProperties.sub_propertiesModelDeploymentProperties.to_oci_model()ModelDeploymentProperties.to_update_deployment()ModelDeploymentProperties.with_access_log()ModelDeploymentProperties.with_category_log()ModelDeploymentProperties.with_instance_configuration()ModelDeploymentProperties.with_logging_configuration()ModelDeploymentProperties.with_predict_log()ModelDeploymentProperties.with_prop()
ModelInputSerializerModelPropertiesModelProperties.bucket_uriModelProperties.compartment_idModelProperties.deployment_access_log_idModelProperties.deployment_bandwidth_mbpsModelProperties.deployment_imageModelProperties.deployment_instance_countModelProperties.deployment_instance_shapeModelProperties.deployment_instance_subnet_idModelProperties.deployment_log_group_idModelProperties.deployment_memory_in_gbsModelProperties.deployment_ocpusModelProperties.deployment_predict_log_idModelProperties.inference_conda_envModelProperties.inference_python_versionModelProperties.overwrite_existing_artifactModelProperties.project_idModelProperties.remove_existing_artifactModelProperties.training_conda_envModelProperties.training_idModelProperties.training_python_versionModelProperties.training_resource_idModelProperties.training_script_path
ModelStateModelVersionSetModelVersionSet.idModelVersionSet.project_idModelVersionSet.compartment_idModelVersionSet.nameModelVersionSet.descriptionModelVersionSet.freeform_tagsModelVersionSet.defined_tagsModelVersionSet.details_linkModelVersionSet.create()ModelVersionSet.update()ModelVersionSet.delete()ModelVersionSet.to_dict()ModelVersionSet.from_id()ModelVersionSet.from_ocid()ModelVersionSet.from_name()ModelVersionSet.from_dict()ModelVersionSet.CONST_COMPARTMENT_IDModelVersionSet.CONST_DEFINED_TAGModelVersionSet.CONST_DESCRIPTIONModelVersionSet.CONST_FREEFORM_TAGModelVersionSet.CONST_IDModelVersionSet.CONST_NAMEModelVersionSet.CONST_PROJECT_IDModelVersionSet.LIFECYCLE_STATE_ACTIVEModelVersionSet.LIFECYCLE_STATE_DELETEDModelVersionSet.LIFECYCLE_STATE_DELETINGModelVersionSet.LIFECYCLE_STATE_FAILEDModelVersionSet.attribute_mapModelVersionSet.compartment_idModelVersionSet.create()ModelVersionSet.defined_tagsModelVersionSet.delete()ModelVersionSet.descriptionModelVersionSet.details_linkModelVersionSet.freeform_tagsModelVersionSet.from_dict()ModelVersionSet.from_dsc_model_version_set()ModelVersionSet.from_id()ModelVersionSet.from_name()ModelVersionSet.from_ocid()ModelVersionSet.idModelVersionSet.kindModelVersionSet.list()ModelVersionSet.model_add()ModelVersionSet.models()ModelVersionSet.nameModelVersionSet.project_idModelVersionSet.statusModelVersionSet.to_dict()ModelVersionSet.update()ModelVersionSet.with_compartment_id()ModelVersionSet.with_defined_tags()ModelVersionSet.with_description()ModelVersionSet.with_freeform_tags()ModelVersionSet.with_name()ModelVersionSet.with_project_id()
ModelVersionSetNotExistsModelVersionSetNotSavedPyTorchModelPyTorchModel.algorithmPyTorchModel.artifact_dirPyTorchModel.authPyTorchModel.estimatorPyTorchModel.frameworkPyTorchModel.hyperparameterPyTorchModel.metadata_customPyTorchModel.metadata_provenancePyTorchModel.metadata_taxonomyPyTorchModel.model_artifactPyTorchModel.model_deploymentPyTorchModel.model_file_namePyTorchModel.model_idPyTorchModel.propertiesPyTorchModel.runtime_infoPyTorchModel.schema_inputPyTorchModel.schema_outputPyTorchModel.serializePyTorchModel.versionPyTorchModel.delete_deployment()PyTorchModel.deploy()PyTorchModel.from_model_artifact()PyTorchModel.from_model_catalog()PyTorchModel.introspect()PyTorchModel.predict()PyTorchModel.prepare()PyTorchModel.reload()PyTorchModel.save()PyTorchModel.summary_status()PyTorchModel.verify()PyTorchModel.model_save_serializer_typePyTorchModel.serialize_model()
SERDESklearnModelSklearnModel.algorithmSklearnModel.artifact_dirSklearnModel.authSklearnModel.estimatorSklearnModel.frameworkSklearnModel.hyperparameterSklearnModel.metadata_customSklearnModel.metadata_provenanceSklearnModel.metadata_taxonomySklearnModel.model_artifactSklearnModel.model_deploymentSklearnModel.model_file_nameSklearnModel.model_idSklearnModel.propertiesSklearnModel.runtime_infoSklearnModel.schema_inputSklearnModel.schema_outputSklearnModel.serializeSklearnModel.versionSklearnModel.delete_deployment()SklearnModel.deploy()SklearnModel.from_model_artifact()SklearnModel.from_model_catalog()SklearnModel.introspect()SklearnModel.predict()SklearnModel.prepare()SklearnModel.reload()SklearnModel.save()SklearnModel.summary_status()SklearnModel.verify()SklearnModel.model_save_serializer_typeSklearnModel.serialize_model()
SparkPipelineModelSparkPipelineModel.algorithmSparkPipelineModel.artifact_dirSparkPipelineModel.authSparkPipelineModel.estimatorSparkPipelineModel.frameworkSparkPipelineModel.hyperparameterSparkPipelineModel.metadata_customSparkPipelineModel.metadata_provenanceSparkPipelineModel.metadata_taxonomySparkPipelineModel.model_artifactSparkPipelineModel.model_file_nameSparkPipelineModel.model_idSparkPipelineModel.propertiesSparkPipelineModel.runtime_infoSparkPipelineModel.schema_inputSparkPipelineModel.schema_outputSparkPipelineModel.serializeSparkPipelineModel.versionSparkPipelineModel.delete_deployment()SparkPipelineModel.deploy()SparkPipelineModel.from_model_artifact()SparkPipelineModel.from_model_catalog()SparkPipelineModel.introspect()SparkPipelineModel.predict()SparkPipelineModel.prepare()SparkPipelineModel.reload()SparkPipelineModel.save()SparkPipelineModel.summary_status()SparkPipelineModel.verify()SparkPipelineModel.model_input_serializer_typeSparkPipelineModel.model_save_serializer_typeSparkPipelineModel.serialize_model()
TensorFlowModelTensorFlowModel.algorithmTensorFlowModel.artifact_dirTensorFlowModel.authTensorFlowModel.estimatorTensorFlowModel.frameworkTensorFlowModel.hyperparameterTensorFlowModel.metadata_customTensorFlowModel.metadata_provenanceTensorFlowModel.metadata_taxonomyTensorFlowModel.model_artifactTensorFlowModel.model_deploymentTensorFlowModel.model_file_nameTensorFlowModel.model_idTensorFlowModel.propertiesTensorFlowModel.runtime_infoTensorFlowModel.schema_inputTensorFlowModel.schema_outputTensorFlowModel.serializeTensorFlowModel.versionTensorFlowModel.delete_deployment()TensorFlowModel.deploy()TensorFlowModel.from_model_artifact()TensorFlowModel.from_model_catalog()TensorFlowModel.introspect()TensorFlowModel.predict()TensorFlowModel.prepare()TensorFlowModel.reload()TensorFlowModel.save()TensorFlowModel.summary_status()TensorFlowModel.verify()TensorFlowModel.model_save_serializer_typeTensorFlowModel.serialize_model()
XGBoostModelXGBoostModel.algorithmXGBoostModel.artifact_dirXGBoostModel.authXGBoostModel.estimatorXGBoostModel.frameworkXGBoostModel.hyperparameterXGBoostModel.metadata_customXGBoostModel.metadata_provenanceXGBoostModel.metadata_taxonomyXGBoostModel.model_artifactXGBoostModel.model_deploymentXGBoostModel.model_file_nameXGBoostModel.model_idXGBoostModel.propertiesXGBoostModel.runtime_infoXGBoostModel.schema_inputXGBoostModel.schema_outputXGBoostModel.serializeXGBoostModel.versionXGBoostModel.delete_deployment()XGBoostModel.deploy()XGBoostModel.from_model_artifact()XGBoostModel.from_model_catalog()XGBoostModel.introspect()XGBoostModel.predict()XGBoostModel.prepare()XGBoostModel.reload()XGBoostModel.save()XGBoostModel.summary_status()XGBoostModel.verify()XGBoostModel.model_save_serializer_typeXGBoostModel.serialize_model()
experiment()
- Subpackages
- ads.model_artifact_boilerplate package
- ads.mysqldb package
- ads.opctl package
- Subpackages
- Submodules
- ads.opctl.cli module
- ads.opctl.cmds module
- ads.opctl.constants module
- ads.opctl.utils module
- Module contents
- ads.oracledb package
- ads.pipeline package
- Subpackages
- Submodules
- ads.pipeline.ads_pipeline module
DataSciencePipelinePipelinePipeline.kindPipeline.namePipeline.idPipeline.step_detailsPipeline.dag_detailsPipeline.log_group_idPipeline.log_idPipeline.project_idPipeline.compartment_idPipeline.created_byPipeline.descriptionPipeline.environment_variablePipeline.argumentPipeline.maximum_runtime_in_minutesPipeline.shape_namePipeline.block_storage_size_in_gbsPipeline.shape_config_detailsPipeline.enable_service_logPipeline.service_log_idPipeline.statusPipeline.with_name()Pipeline.with_id()Pipeline.with_step_details()Pipeline.with_dag_details()Pipeline.with_log_group_id()Pipeline.with_log_id()Pipeline.with_project_id()Pipeline.with_compartment_id()Pipeline.with_created_by()Pipeline.with_description()Pipeline.with_environment_variable()Pipeline.with_argument()Pipeline.with_maximum_runtime_in_minutes()Pipeline.with_freeform_tags()Pipeline.with_defined_tags()Pipeline.with_shape_name()Pipeline.with_block_storage_size_in_gbs()Pipeline.with_shape_config_details()Pipeline.with_enable_service_log()Pipeline.to_dict()Pipeline.create()Pipeline.show()Pipeline.to_svg()Pipeline.run()Pipeline.delete()Pipeline.from_ocid()Pipeline.from_id()Pipeline.to_yaml()Pipeline.from_yaml()Pipeline.list()Pipeline.run_list()Pipeline.CONST_BLOCK_STORAGE_SIZEPipeline.CONST_COMMAND_LINE_ARGUMENTSPipeline.CONST_COMPARTMENT_IDPipeline.CONST_CONFIGURATION_DETAILSPipeline.CONST_CONFIGURATION_OVERRIDE_DETAILSPipeline.CONST_CREATED_BYPipeline.CONST_DAGPipeline.CONST_DEFINED_TAGSPipeline.CONST_DESCRIPTIONPipeline.CONST_DISPLAY_NAMEPipeline.CONST_ENABLE_AUTO_LOG_CREATIONPipeline.CONST_ENABLE_LOGGINGPipeline.CONST_ENABLE_SERVICE_LOGPipeline.CONST_ENVIRONMENT_VARIABLESPipeline.CONST_FREEFROM_TAGSPipeline.CONST_IDPipeline.CONST_INFRA_CONFIG_DETAILSPipeline.CONST_LOG_CONFIGURATION_DETAILSPipeline.CONST_LOG_CONFIGURATION_OVERRIDE_DETAILSPipeline.CONST_LOG_GROUP_IDPipeline.CONST_LOG_IDPipeline.CONST_MAXIMUM_RUNTIME_IN_MINUTESPipeline.CONST_MEMORY_IN_GBSPipeline.CONST_OCPUSPipeline.CONST_PIPELINE_IDPipeline.CONST_PROJECT_IDPipeline.CONST_SERVICEPipeline.CONST_SERVICE_LOG_CATEGORYPipeline.CONST_SERVICE_LOG_IDPipeline.CONST_SHAPE_CONFIG_DETAILSPipeline.CONST_SHAPE_NAMEPipeline.CONST_STEP_DETAILSPipeline.CONST_STEP_OVERRIDE_DETAILSPipeline.CONST_SYSTEM_TAGSPipeline.CONST_TYPEPipeline.LIFECYCLE_STATE_ACTIVEPipeline.LIFECYCLE_STATE_CREATINGPipeline.LIFECYCLE_STATE_DELETEDPipeline.LIFECYCLE_STATE_DELETINGPipeline.LIFECYCLE_STATE_FAILEDPipeline.argumentPipeline.block_storage_size_in_gbsPipeline.compartment_idPipeline.create()Pipeline.created_byPipeline.dagPipeline.delete()Pipeline.descriptionPipeline.download()Pipeline.enable_service_logPipeline.environment_variablePipeline.from_dict()Pipeline.from_id()Pipeline.from_ocid()Pipeline.idPipeline.init()Pipeline.kindPipeline.list()Pipeline.log_group_idPipeline.log_idPipeline.maximum_runtime_in_minutesPipeline.namePipeline.project_idPipeline.run()Pipeline.run_list()Pipeline.service_log_idPipeline.shape_config_detailsPipeline.shape_namePipeline.show()Pipeline.statusPipeline.step_detailsPipeline.to_dict()Pipeline.to_svg()Pipeline.with_argument()Pipeline.with_block_storage_size_in_gbs()Pipeline.with_compartment_id()Pipeline.with_created_by()Pipeline.with_dag()Pipeline.with_defined_tags()Pipeline.with_description()Pipeline.with_enable_service_log()Pipeline.with_environment_variable()Pipeline.with_freeform_tags()Pipeline.with_id()Pipeline.with_log_group_id()Pipeline.with_log_id()Pipeline.with_maximum_runtime_in_minutes()Pipeline.with_name()Pipeline.with_project_id()Pipeline.with_shape_config_details()Pipeline.with_shape_name()Pipeline.with_step_details()
- ads.pipeline.ads_pipeline_run module
LogNotConfiguredErrorLogTypePipelineRunPipelineRun.pipelinePipelineRun.statusPipelineRun.custom_loggingPipelineRun.create()PipelineRun.delete()PipelineRun.cancel()PipelineRun.watch()PipelineRun.list()PipelineRun.to_yaml()PipelineRun.show()PipelineRun.to_svg()PipelineRun.sync()PipelineRun.cancel()PipelineRun.create()PipelineRun.custom_loggingPipelineRun.delete()PipelineRun.list()PipelineRun.logs()PipelineRun.pipelinePipelineRun.service_loggingPipelineRun.show()PipelineRun.statusPipelineRun.sync()PipelineRun.to_svg()PipelineRun.to_yaml()PipelineRun.watch()
ShowModeStepType
- ads.pipeline.ads_pipeline_step module
PipelineStepPipelineStep.kindPipelineStep.namePipelineStep.job_idPipelineStep.infrastructurePipelineStep.runtimePipelineStep.descriptionPipelineStep.maximum_runtime_in_minutesPipelineStep.environment_variablePipelineStep.argumentPipelineStep.depends_onPipelineStep.with_job_id()PipelineStep.with_infrastructure()PipelineStep.with_runtime()PipelineStep.with_description()PipelineStep.with_maximum_runtime_in_minutes()PipelineStep.with_environment_variable()PipelineStep.with_argument()PipelineStep.with_kind()PipelineStep.to_dict()PipelineStep.from_dict()PipelineStep.to_yaml()PipelineStep.from_yaml()PipelineStep.CONST_COMMAND_LINE_ARGUMENTSPipelineStep.CONST_DEPENDS_ONPipelineStep.CONST_DESCRIPTIONPipelineStep.CONST_ENVIRONMENT_VARIABLESPipelineStep.CONST_INFRASTRUCTUREPipelineStep.CONST_JOB_IDPipelineStep.CONST_KINDPipelineStep.CONST_MAXIMUM_RUNTIME_IN_MINUTESPipelineStep.CONST_NAMEPipelineStep.CONST_RUNTIMEPipelineStep.CONST_STEP_CONFIG_DETAILSPipelineStep.CONST_STEP_INFRA_CONFIG_DETAILSPipelineStep.argumentPipelineStep.depends_onPipelineStep.descriptionPipelineStep.environment_variablePipelineStep.from_dict()PipelineStep.infrastructurePipelineStep.job_idPipelineStep.kindPipelineStep.maximum_runtime_in_minutesPipelineStep.namePipelineStep.runtimePipelineStep.to_dict()PipelineStep.with_argument()PipelineStep.with_description()PipelineStep.with_environment_variable()PipelineStep.with_infrastructure()PipelineStep.with_job_id()PipelineStep.with_kind()PipelineStep.with_maximum_runtime_in_minutes()PipelineStep.with_runtime()
- ads.pipeline.cli module
- ads.pipeline.extension module
- Module contents
- ads.secrets package
- Submodules
- ads.secrets.adb module
- ads.secrets.auth_token module
- ads.secrets.big_data_service module
BDSSecretBDSSecret.principalBDSSecret.hdfs_hostBDSSecret.hive_hostBDSSecret.hdfs_portBDSSecret.hive_portBDSSecret.kerb5_pathBDSSecret.kerb5_contentBDSSecret.keytab_pathBDSSecret.keytab_contentBDSSecret.secret_idBDSSecret.hdfs_hostBDSSecret.hdfs_portBDSSecret.hive_hostBDSSecret.hive_portBDSSecret.kerb5_contentBDSSecret.kerb5_pathBDSSecret.keytab_contentBDSSecret.keytab_pathBDSSecret.principalBDSSecret.secret_id
BDSSecretKeeperBDSSecretKeeper.principalBDSSecretKeeper.hdfs_hostBDSSecretKeeper.hive_hostBDSSecretKeeper.hdfs_portBDSSecretKeeper.hive_portBDSSecretKeeper.kerb5_pathBDSSecretKeeper.kerb5_contentBDSSecretKeeper.keytab_pathBDSSecretKeeper.keytab_contentBDSSecretKeeper.secret_idBDSSecretKeeper.kwargsBDSSecretKeeper.vault_idBDSSecretKeeper.key_idBDSSecretKeeper.compartment_idBDSSecretKeeper.authBDSSecretKeeper.decode()BDSSecretKeeper.encode()BDSSecretKeeper.save()
- ads.secrets.mysqldb module
- ads.secrets.oracledb module
- ads.secrets.secrets module
- Module contents
- ads.telemetry package
- ads.text_dataset package
- Submodules
- ads.text_dataset.backends module
- ads.text_dataset.dataset module
- ads.text_dataset.extractor module
- ads.text_dataset.options module
- ads.text_dataset.udfs module
- ads.text_dataset.utils module
- Module contents
- ads.type_discovery package
- Submodules
- ads.type_discovery.abstract_detector module
- ads.type_discovery.constant_detector module
- ads.type_discovery.continuous_detector module
- ads.type_discovery.credit_card_detector module
- ads.type_discovery.datetime_detector module
- ads.type_discovery.discrete_detector module
- ads.type_discovery.document_detector module
- ads.type_discovery.ip_detector module
- ads.type_discovery.latlon_detector module
- ads.type_discovery.phone_number_detector module
- ads.type_discovery.type_discovery_driver module
- ads.type_discovery.typed_feature module
AddressTypedFeatureCategoricalTypedFeatureConstantTypedFeatureContinuousTypedFeatureCreditCardTypedFeatureDateTimeTypedFeatureDiscreteTypedFeatureDocumentTypedFeatureGISTypedFeatureIPAddressTypedFeatureOrdinalTypedFeaturePhoneNumberTypedFeatureTypedFeatureUnknownTypedFeatureZipcodeTypedFeature
- ads.type_discovery.unknown_detector module
- ads.type_discovery.zipcode_detector module
- Module contents
- ads.vault package
Submodules¶
ads.cli module¶
ads.config module¶
- ads.config.export(uri: str | None = '~/.ads/config', auth: Dict | None = None, force_overwrite: bool | None = False) Config[source]¶
Exports the ADS config.
- Parameters:
uri ((str, optional). Defaults to ~/.ads/config.) – The path to the config file. Can be local or Object Storage file.
auth ((Dict, optional). Defaults to None.) – The default authentication is set using ads.set_auth API. If you need to override the default, use the ads.common.auth.api_keys or ads.common.auth.resource_principal to create appropriate authentication signer and kwargs required to instantiate IdentityClient object.
force_overwrite ((bool, optional). Defaults to False.) – Overwrites the config if exists.
- Returns:
The ADS config object.
- Return type:
ads.Config
- ads.config.load(uri: str | None = '~/.ads/config', auth: Dict | None = None, force_overwrite: bool | None = False) Config[source]¶
Imports the ADS config.
The config will be imported from the URI and saved the ~/.ads/config.
- Parameters:
uri ((str, optional). Defaults to ~/.ads/config.) – The path where the config file needs to be saved. Can be local or Object Storage file.
auth ((Dict, optional). Defaults to None.) – The default authentication is set using ads.set_auth API. If you need to override the default, use the ads.common.auth.api_keys or ads.common.auth.resource_principal to create appropriate authentication signer and kwargs required to instantiate IdentityClient object.
force_overwrite ((bool, optional). Defaults to False.) – Overwrites the config if exists.
- Returns:
The ADS config object.
- Return type:
ads.Config
- ads.config.open(uri: str | None = '~/.ads/config', profile: str | None = 'DEFAULT', mode: str | None = 'r', auth: Dict = None)[source]¶
Context manager helping to read and write config files.
- Parameters:
uri ((str, optional). Defaults to ~/.ads/config.) – The path to the config file. Can be local or Object Storage file.
profile ((str, optional). Defaults to DEFAULT) – The name of the profile to be loaded.
mode ((str, optional). Defaults to r.) – The config mode. Supported values: [‘r’, ‘w’]
auth ((Dict, optional). Defaults to None.) – The default authentication is set using ads.set_auth API. If you need to override the default, use the ads.common.auth.api_keys or ads.common.auth.resource_principal to create appropriate authentication signer and kwargs required to instantiate IdentityClient object.
- Yields:
ConfigSection – The config section object.
Module contents¶
- ads.set_debug_mode(mode=True)[source]¶
Enable/disable printing stack traces on notebook.
- Parameters:
mode (bool (default True)) – Enable/disable print stack traces on notebook