ads package¶
Subpackages¶
- ads.bds package
- ads.catalog package
- Submodules
- ads.catalog.model module
Model
ModelArtifactSizeError
ModelCatalog
ModelCatalog.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()
ModelSummaryList
ModelWithActiveDeploymentError
- 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
ADSModel
ADSModel.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
ConflictStrategy
InvalidDataType
ModelArtifact
ModelArtifact.artifact_dir
ModelArtifact.conflict_strategy
ModelArtifact.install_libs
ModelArtifact.reload
ModelArtifact.create
ModelArtifact.progress
ModelArtifact.model_file_name
ModelArtifact.inference_conda_env
ModelArtifact.data_science_env
ModelArtifact.ignore_deployment_error
ModelArtifact.inference_python_version
ModelArtifact.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_TYPE
VersionConflictWarning
execute()
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
InvalidObjectStoragePath
ObjectStorageDetails
ObjectStorageDetails.bucket
ObjectStorageDetails.namespace
ObjectStorageDetails.filepath
ObjectStorageDetails.version
ObjectStorageDetails.auth
ObjectStorageDetails.auth
ObjectStorageDetails.bucket
ObjectStorageDetails.bulk_download_from_object_storage()
ObjectStorageDetails.create_os_client()
ObjectStorageDetails.download_from_object_storage()
ObjectStorageDetails.fetch_metadata_of_object()
ObjectStorageDetails.filepath
ObjectStorageDetails.from_path()
ObjectStorageDetails.is_bucket_versioned()
ObjectStorageDetails.is_oci_path()
ObjectStorageDetails.is_valid_uri()
ObjectStorageDetails.list_object_versions()
ObjectStorageDetails.list_objects()
ObjectStorageDetails.namespace
ObjectStorageDetails.os_client
ObjectStorageDetails.path
ObjectStorageDetails.to_tuple()
ObjectStorageDetails.version
- ads.common.oci_client module
OCIClientFactory
OCIClientFactory.ai_language
OCIClientFactory.artifacts
OCIClientFactory.create_client()
OCIClientFactory.data_catalog
OCIClientFactory.data_labeling_cp
OCIClientFactory.data_labeling_dp
OCIClientFactory.data_science
OCIClientFactory.dataflow
OCIClientFactory.identity
OCIClientFactory.limits
OCIClientFactory.logging_management
OCIClientFactory.marketplace
OCIClientFactory.object_storage
OCIClientFactory.resource_search
OCIClientFactory.secret
OCIClientFactory.vault
OCIClientFactory.virtual_network
- ads.common.oci_datascience module
- ads.common.oci_logging module
- ads.common.oci_mixin module
MergeStrategy
OCIClientMixin
OCIModelMixin
OCIModelMixin.CONS_COMPARTMENT_ID
OCIModelMixin.OCI_MODEL_PATTERN
OCIModelMixin.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.name
OCIModelMixin.status
OCIModelMixin.sync()
OCIModelMixin.to_dict()
OCIModelMixin.to_oci_model()
OCIModelMixin.to_yaml()
OCIModelMixin.update_from_oci_model()
OCIModelNotExists
OCIModelWithNameMixin
OCISerializableMixin
OCIWorkRequestMixin
- ads.common.oci_resource module
- ads.common.serializer module
DataClassSerializable
Serializable
Serializable.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
FileOverwriteError
JsonConverter
batch_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_types
numeric_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
BoundingBoxItem
BoundingBoxItem.labels
BoundingBoxItem.top_left
BoundingBoxItem.bottom_left
BoundingBoxItem.bottom_right
BoundingBoxItem.top_right
BoundingBoxItem.bottom_left
BoundingBoxItem.bottom_right
BoundingBoxItem.from_yolo()
BoundingBoxItem.labels
BoundingBoxItem.to_yolo()
BoundingBoxItem.top_left
BoundingBoxItem.top_right
BoundingBoxItems
- ads.data_labeling.constants module
- ads.data_labeling.data_labeling_service module
- ads.data_labeling.metadata module
Metadata
Metadata.source_path
Metadata.records_path
Metadata.labels
Metadata.dataset_name
Metadata.compartment_id
Metadata.dataset_id
Metadata.annotation_type
Metadata.dataset_type
Metadata.annotation_type
Metadata.compartment_id
Metadata.dataset_id
Metadata.dataset_name
Metadata.dataset_type
Metadata.from_dls_dataset()
Metadata.labels
Metadata.records_path
Metadata.source_path
Metadata.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
ADSDataset
ADSDataset.assign_column()
ADSDataset.astype()
ADSDataset.call()
ADSDataset.compute()
ADSDataset.corr()
ADSDataset.ddf
ADSDataset.df_read_functions
ADSDataset.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
ADSDatasetWithTarget
ADSDatasetWithTarget.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
CustomFormatReaders
CustomFormatReaders.DEFAULT_SQL_ARRAYSIZE
CustomFormatReaders.DEFAULT_SQL_CHUNKSIZE
CustomFormatReaders.DEFAULT_SQL_CTU
CustomFormatReaders.DEFAULT_SQL_MIL
CustomFormatReaders.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()
DatasetFactory
get_format_reader()
load_dataset()
- ads.dataset.feature_engineering_transformer module
- ads.dataset.feature_selection module
- ads.dataset.forecasting_dataset module
- ads.dataset.helper module
CustomFormatReaders
CustomFormatReaders.DEFAULT_SQL_ARRAYSIZE
CustomFormatReaders.DEFAULT_SQL_CHUNKSIZE
CustomFormatReaders.DEFAULT_SQL_CTU
CustomFormatReaders.DEFAULT_SQL_MIL
CustomFormatReaders.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()
DatasetDefaults
DatasetLoadException
ElaboratedPath
build_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
EvaluationPlot
EvaluationPlot.baseline
EvaluationPlot.baseline_kwargs
EvaluationPlot.color_wheel
EvaluationPlot.font_sz
EvaluationPlot.perfect
EvaluationPlot.perfect_kwargs
EvaluationPlot.prob_type
EvaluationPlot.get_legend_labels()
EvaluationPlot.plot()
EvaluationPlot.baseline
EvaluationPlot.baseline_kwargs
EvaluationPlot.color_wheel
EvaluationPlot.double_overlay_plots
EvaluationPlot.font_sz
EvaluationPlot.get_legend_labels()
EvaluationPlot.perfect
EvaluationPlot.perfect_kwargs
EvaluationPlot.plot()
EvaluationPlot.prob_type
EvaluationPlot.single_overlay_plots
- ads.evaluations.evaluator module
ADSEvaluator
ADSEvaluator.evaluations
ADSEvaluator.is_classifier
ADSEvaluator.legend_labels
ADSEvaluator.metrics_to_show
ADSEvaluator.models
ADSEvaluator.positive_class
ADSEvaluator.show_full_name
ADSEvaluator.test_data
ADSEvaluator.training_data
ADSEvaluator.Positive_Class_names
ADSEvaluator.add_metrics()
ADSEvaluator.del_metrics()
ADSEvaluator.add_models()
ADSEvaluator.del_models()
ADSEvaluator.show_in_notebook()
ADSEvaluator.calculate_cost()
ADSEvaluator.EvaluationMetrics
ADSEvaluator.Positive_Class_Names
ADSEvaluator.add_metrics()
ADSEvaluator.add_models()
ADSEvaluator.calculate_cost()
ADSEvaluator.del_metrics()
ADSEvaluator.del_models()
ADSEvaluator.metrics
ADSEvaluator.raw_metrics
ADSEvaluator.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
FeatureTypeManager
FeatureTypeManager.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
Attribute
BaseSchemaLoader
DataSizeTooWide
Domain
Expression
JsonSchemaLoader
Schema
Schema.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.keys
Schema.to_dict()
Schema.to_json()
Schema.to_json_file()
Schema.to_yaml()
Schema.to_yaml_file()
Schema.validate_schema()
Schema.validate_size()
SchemaFactory
SchemaSizeTooLarge
YamlSchemaLoader
- ads.feature_engineering.utils module
- Module contents
- Subpackages
- ads.hpo package
- Subpackages
- Submodules
- ads.hpo.ads_search_space module
DecisionTreeClassifierSearchSpace
DecisionTreeRegressorSearchSpace
ElasticNetSearchSpace
ExtraTreesClassifierSearchSpace
ExtraTreesRegressorSearchSpace
GradientBoostingClassifierSearchSpace
GradientBoostingRegressorSearchSpace
LGBMClassifierSearchSpace
LGBMRegressorSearchSpace
LassoSearchSpace
LinearSVCSearchSpace
LinearSVRSearchSpace
LogisticRegressionSearchSpace
ModelSearchSpace
RandomForestClassifierSearchSpace
RandomForestRegressorSearchSpace
RidgeClassifierSearchSpace
RidgeSearchSpace
SGDClassifierSearchSpace
SGDRegressorSearchSpace
SVCSearchSpace
SVRSearchSpace
XGBClassifierSearchSpace
XGBRegressorSearchSpace
get_model2searchspace()
- ads.hpo.distributions module
- ads.hpo.objective module
- ads.hpo.search_cv module
ADSTuner
ADSTuner.best_index
ADSTuner.best_params
ADSTuner.best_score
ADSTuner.best_scores()
ADSTuner.get_status()
ADSTuner.halt()
ADSTuner.is_completed()
ADSTuner.is_halted()
ADSTuner.is_running()
ADSTuner.is_terminated()
ADSTuner.n_trials
ADSTuner.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_remaining
ADSTuner.scoring_name
ADSTuner.search_space()
ADSTuner.sklearn_steps
ADSTuner.status
ADSTuner.terminate()
ADSTuner.time_elapsed
ADSTuner.time_remaining
ADSTuner.time_since_resume
ADSTuner.trial_count
ADSTuner.trials
ADSTuner.trials_export()
ADSTuner.trials_import()
ADSTuner.trials_remaining
ADSTuner.tune()
ADSTuner.wait()
DataScienceObjective
DuplicatedStudyError
ExitCriterionError
InvalidStateTransition
NoRestartError
State
- 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
ContainerRuntime
ContainerRuntime.CONST_ARGS
ContainerRuntime.CONST_CMD
ContainerRuntime.CONST_DEFINED_TAGS
ContainerRuntime.CONST_ENTRYPOINT
ContainerRuntime.CONST_ENV_VAR
ContainerRuntime.CONST_FREEFORM_TAGS
ContainerRuntime.CONST_IMAGE
ContainerRuntime.CONST_IMAGE_DIGEST
ContainerRuntime.CONST_IMAGE_SIGNATURE_ID
ContainerRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
ContainerRuntime.CONST_REPLICA
ContainerRuntime.CONST_SCRIPT_PATH
ContainerRuntime.args
ContainerRuntime.artifact_uri
ContainerRuntime.attribute_map
ContainerRuntime.build()
ContainerRuntime.cmd
ContainerRuntime.defined_tags
ContainerRuntime.entrypoint
ContainerRuntime.environment_variables
ContainerRuntime.envs
ContainerRuntime.freeform_tags
ContainerRuntime.from_dict()
ContainerRuntime.from_json()
ContainerRuntime.from_string()
ContainerRuntime.from_yaml()
ContainerRuntime.get_spec()
ContainerRuntime.image
ContainerRuntime.image_digest
ContainerRuntime.image_signature_id
ContainerRuntime.init()
ContainerRuntime.job_env_type
ContainerRuntime.kind
ContainerRuntime.maximum_runtime_in_minutes
ContainerRuntime.replica
ContainerRuntime.run()
ContainerRuntime.set_spec()
ContainerRuntime.to_dict()
ContainerRuntime.to_json()
ContainerRuntime.to_yaml()
ContainerRuntime.type
ContainerRuntime.with_argument()
ContainerRuntime.with_artifact()
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()
DataFlow
DataFlow.CONST_BUCKET_URI
DataFlow.CONST_COMPARTMENT_ID
DataFlow.CONST_CONFIG
DataFlow.CONST_DEFINED_TAGS
DataFlow.CONST_DRIVER_SHAPE
DataFlow.CONST_DRIVER_SHAPE_CONFIG
DataFlow.CONST_EXECUTE
DataFlow.CONST_EXECUTOR_SHAPE
DataFlow.CONST_EXECUTOR_SHAPE_CONFIG
DataFlow.CONST_FREEFORM_TAGS
DataFlow.CONST_ID
DataFlow.CONST_LANGUAGE
DataFlow.CONST_MEMORY_IN_GBS
DataFlow.CONST_METASTORE_ID
DataFlow.CONST_NUM_EXECUTORS
DataFlow.CONST_OCPUS
DataFlow.CONST_POOL_ID
DataFlow.CONST_PRIVATE_ENDPOINT_ID
DataFlow.CONST_SPARK_VERSION
DataFlow.CONST_WAREHOUSE_BUCKET_URI
DataFlow.attribute_map
DataFlow.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_id
DataFlow.kind
DataFlow.list_jobs()
DataFlow.name
DataFlow.run()
DataFlow.run_list()
DataFlow.set_spec()
DataFlow.to_dict()
DataFlow.to_json()
DataFlow.to_yaml()
DataFlow.type
DataFlow.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()
DataFlowNotebookRuntime
DataFlowNotebookRuntime.CONST_ARCHIVE_BUCKET
DataFlowNotebookRuntime.CONST_ARCHIVE_URI
DataFlowNotebookRuntime.CONST_ARGS
DataFlowNotebookRuntime.CONST_CONDA
DataFlowNotebookRuntime.CONST_CONDA_AUTH_TYPE
DataFlowNotebookRuntime.CONST_CONDA_REGION
DataFlowNotebookRuntime.CONST_CONDA_SLUG
DataFlowNotebookRuntime.CONST_CONDA_TYPE
DataFlowNotebookRuntime.CONST_CONDA_TYPE_CUSTOM
DataFlowNotebookRuntime.CONST_CONDA_TYPE_SERVICE
DataFlowNotebookRuntime.CONST_CONDA_URI
DataFlowNotebookRuntime.CONST_CONFIGURATION
DataFlowNotebookRuntime.CONST_DEFINED_TAGS
DataFlowNotebookRuntime.CONST_ENTRYPOINT
DataFlowNotebookRuntime.CONST_ENV_VAR
DataFlowNotebookRuntime.CONST_EXCLUDE_TAG
DataFlowNotebookRuntime.CONST_FREEFORM_TAGS
DataFlowNotebookRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
DataFlowNotebookRuntime.CONST_NOTEBOOK_ENCODING
DataFlowNotebookRuntime.CONST_NOTEBOOK_PATH
DataFlowNotebookRuntime.CONST_OUTPUT_URI
DataFlowNotebookRuntime.CONST_OUTPUT_URI_ALT
DataFlowNotebookRuntime.CONST_OVERWRITE
DataFlowNotebookRuntime.CONST_SCRIPT_BUCKET
DataFlowNotebookRuntime.CONST_SCRIPT_PATH
DataFlowNotebookRuntime.CONST_SOURCE
DataFlowNotebookRuntime.archive_bucket
DataFlowNotebookRuntime.archive_uri
DataFlowNotebookRuntime.args
DataFlowNotebookRuntime.attribute_map
DataFlowNotebookRuntime.build()
DataFlowNotebookRuntime.conda
DataFlowNotebookRuntime.configuration
DataFlowNotebookRuntime.convert()
DataFlowNotebookRuntime.defined_tags
DataFlowNotebookRuntime.environment_variables
DataFlowNotebookRuntime.envs
DataFlowNotebookRuntime.exclude_tag
DataFlowNotebookRuntime.freeform_tags
DataFlowNotebookRuntime.from_dict()
DataFlowNotebookRuntime.from_json()
DataFlowNotebookRuntime.from_string()
DataFlowNotebookRuntime.from_yaml()
DataFlowNotebookRuntime.get_spec()
DataFlowNotebookRuntime.init()
DataFlowNotebookRuntime.kind
DataFlowNotebookRuntime.maximum_runtime_in_minutes
DataFlowNotebookRuntime.notebook
DataFlowNotebookRuntime.notebook_encoding
DataFlowNotebookRuntime.notebook_uri
DataFlowNotebookRuntime.output_uri
DataFlowNotebookRuntime.overwrite
DataFlowNotebookRuntime.script_bucket
DataFlowNotebookRuntime.script_uri
DataFlowNotebookRuntime.set_spec()
DataFlowNotebookRuntime.source
DataFlowNotebookRuntime.to_dict()
DataFlowNotebookRuntime.to_json()
DataFlowNotebookRuntime.to_yaml()
DataFlowNotebookRuntime.type
DataFlowNotebookRuntime.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()
DataFlowRun
DataFlowRun.CONS_COMPARTMENT_ID
DataFlowRun.LANGUAGE_JAVA
DataFlowRun.LANGUAGE_PYTHON
DataFlowRun.LANGUAGE_SCALA
DataFlowRun.LANGUAGE_SQL
DataFlowRun.LIFECYCLE_STATE_ACCEPTED
DataFlowRun.LIFECYCLE_STATE_CANCELED
DataFlowRun.LIFECYCLE_STATE_CANCELING
DataFlowRun.LIFECYCLE_STATE_FAILED
DataFlowRun.LIFECYCLE_STATE_IN_PROGRESS
DataFlowRun.LIFECYCLE_STATE_STOPPED
DataFlowRun.LIFECYCLE_STATE_STOPPING
DataFlowRun.LIFECYCLE_STATE_SUCCEEDED
DataFlowRun.OCI_MODEL_PATTERN
DataFlowRun.TERMINATED_STATES
DataFlowRun.TYPE_BATCH
DataFlowRun.TYPE_SESSION
DataFlowRun.TYPE_STREAMING
DataFlowRun.application_id
DataFlowRun.application_log_config
DataFlowRun.archive_uri
DataFlowRun.arguments
DataFlowRun.auth
DataFlowRun.cancel()
DataFlowRun.check_compartment_id()
DataFlowRun.class_name
DataFlowRun.client
DataFlowRun.compartment_id
DataFlowRun.config
DataFlowRun.configuration
DataFlowRun.create()
DataFlowRun.create_instance()
DataFlowRun.data_read_in_bytes
DataFlowRun.data_written_in_bytes
DataFlowRun.defined_tags
DataFlowRun.delete()
DataFlowRun.deserialize()
DataFlowRun.display_name
DataFlowRun.driver_shape
DataFlowRun.driver_shape_config
DataFlowRun.execute
DataFlowRun.executor_shape
DataFlowRun.executor_shape_config
DataFlowRun.file_uri
DataFlowRun.flatten()
DataFlowRun.freeform_tags
DataFlowRun.from_dict()
DataFlowRun.from_oci_model()
DataFlowRun.from_ocid()
DataFlowRun.id
DataFlowRun.idle_timeout_in_minutes
DataFlowRun.init_client()
DataFlowRun.kwargs
DataFlowRun.language
DataFlowRun.lifecycle_details
DataFlowRun.lifecycle_state
DataFlowRun.list_resource()
DataFlowRun.load_properties_from_env()
DataFlowRun.logs
DataFlowRun.logs_bucket_uri
DataFlowRun.max_duration_in_minutes
DataFlowRun.metastore_id
DataFlowRun.name
DataFlowRun.num_executors
DataFlowRun.opc_request_id
DataFlowRun.owner_principal_id
DataFlowRun.owner_user_name
DataFlowRun.parameters
DataFlowRun.pool_id
DataFlowRun.private_endpoint_dns_zones
DataFlowRun.private_endpoint_id
DataFlowRun.private_endpoint_max_host_count
DataFlowRun.private_endpoint_nsg_ids
DataFlowRun.private_endpoint_subnet_id
DataFlowRun.run_details_link
DataFlowRun.run_duration_in_milliseconds
DataFlowRun.serialize()
DataFlowRun.signer
DataFlowRun.spark_version
DataFlowRun.status
DataFlowRun.sync()
DataFlowRun.time_created
DataFlowRun.time_updated
DataFlowRun.to_dict()
DataFlowRun.to_oci_model()
DataFlowRun.to_yaml()
DataFlowRun.total_o_cpu
DataFlowRun.type
DataFlowRun.type_mappings
DataFlowRun.update_from_oci_model()
DataFlowRun.wait()
DataFlowRun.warehouse_bucket_uri
DataFlowRun.watch()
DataFlowRuntime
DataFlowRuntime.CONST_ARCHIVE_BUCKET
DataFlowRuntime.CONST_ARCHIVE_URI
DataFlowRuntime.CONST_ARGS
DataFlowRuntime.CONST_CONDA
DataFlowRuntime.CONST_CONDA_AUTH_TYPE
DataFlowRuntime.CONST_CONDA_REGION
DataFlowRuntime.CONST_CONDA_SLUG
DataFlowRuntime.CONST_CONDA_TYPE
DataFlowRuntime.CONST_CONDA_TYPE_CUSTOM
DataFlowRuntime.CONST_CONDA_TYPE_SERVICE
DataFlowRuntime.CONST_CONDA_URI
DataFlowRuntime.CONST_CONFIGURATION
DataFlowRuntime.CONST_DEFINED_TAGS
DataFlowRuntime.CONST_ENV_VAR
DataFlowRuntime.CONST_FREEFORM_TAGS
DataFlowRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
DataFlowRuntime.CONST_OVERWRITE
DataFlowRuntime.CONST_SCRIPT_BUCKET
DataFlowRuntime.CONST_SCRIPT_PATH
DataFlowRuntime.archive_bucket
DataFlowRuntime.archive_uri
DataFlowRuntime.args
DataFlowRuntime.attribute_map
DataFlowRuntime.build()
DataFlowRuntime.conda
DataFlowRuntime.configuration
DataFlowRuntime.convert()
DataFlowRuntime.defined_tags
DataFlowRuntime.environment_variables
DataFlowRuntime.envs
DataFlowRuntime.freeform_tags
DataFlowRuntime.from_dict()
DataFlowRuntime.from_json()
DataFlowRuntime.from_string()
DataFlowRuntime.from_yaml()
DataFlowRuntime.get_spec()
DataFlowRuntime.init()
DataFlowRuntime.kind
DataFlowRuntime.maximum_runtime_in_minutes
DataFlowRuntime.overwrite
DataFlowRuntime.script_bucket
DataFlowRuntime.script_uri
DataFlowRuntime.set_spec()
DataFlowRuntime.to_dict()
DataFlowRuntime.to_json()
DataFlowRuntime.to_yaml()
DataFlowRuntime.type
DataFlowRuntime.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()
DataScienceJob
DataScienceJob.CONST_BLOCK_STORAGE
DataScienceJob.CONST_COMPARTMENT_ID
DataScienceJob.CONST_DEFINED_TAGS
DataScienceJob.CONST_DISPLAY_NAME
DataScienceJob.CONST_FREEFORM_TAGS
DataScienceJob.CONST_JOB_INFRA
DataScienceJob.CONST_JOB_TYPE
DataScienceJob.CONST_LOG_GROUP_ID
DataScienceJob.CONST_LOG_ID
DataScienceJob.CONST_MEMORY_IN_GBS
DataScienceJob.CONST_OCPUS
DataScienceJob.CONST_PROJECT_ID
DataScienceJob.CONST_SHAPE_CONFIG_DETAILS
DataScienceJob.CONST_SHAPE_NAME
DataScienceJob.CONST_STORAGE_MOUNT
DataScienceJob.CONST_SUBNET_ID
DataScienceJob.attribute_map
DataScienceJob.auth
DataScienceJob.block_storage_size
DataScienceJob.build()
DataScienceJob.compartment_id
DataScienceJob.create()
DataScienceJob.defined_tags
DataScienceJob.delete()
DataScienceJob.fast_launch_shapes()
DataScienceJob.freeform_tags
DataScienceJob.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_id
DataScienceJob.job_infrastructure_type
DataScienceJob.job_type
DataScienceJob.kind
DataScienceJob.list_jobs()
DataScienceJob.log_group_id
DataScienceJob.log_id
DataScienceJob.name
DataScienceJob.payload_attribute_map
DataScienceJob.project_id
DataScienceJob.run()
DataScienceJob.run_list()
DataScienceJob.set_spec()
DataScienceJob.shape_config_details
DataScienceJob.shape_config_details_attribute_map
DataScienceJob.shape_name
DataScienceJob.snake_to_camel_map
DataScienceJob.standardize_spec()
DataScienceJob.status
DataScienceJob.storage_mount
DataScienceJob.storage_mount_type_dict
DataScienceJob.subnet_id
DataScienceJob.to_dict()
DataScienceJob.to_json()
DataScienceJob.to_yaml()
DataScienceJob.type
DataScienceJob.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()
DataScienceJobRun
DataScienceJobRun.CONS_COMPARTMENT_ID
DataScienceJobRun.LIFECYCLE_STATE_ACCEPTED
DataScienceJobRun.LIFECYCLE_STATE_CANCELED
DataScienceJobRun.LIFECYCLE_STATE_CANCELING
DataScienceJobRun.LIFECYCLE_STATE_DELETED
DataScienceJobRun.LIFECYCLE_STATE_FAILED
DataScienceJobRun.LIFECYCLE_STATE_IN_PROGRESS
DataScienceJobRun.LIFECYCLE_STATE_NEEDS_ATTENTION
DataScienceJobRun.LIFECYCLE_STATE_SUCCEEDED
DataScienceJobRun.OCI_MODEL_PATTERN
DataScienceJobRun.TERMINAL_STATES
DataScienceJobRun.auth
DataScienceJobRun.cancel()
DataScienceJobRun.check_compartment_id()
DataScienceJobRun.client
DataScienceJobRun.client_composite
DataScienceJobRun.compartment_id
DataScienceJobRun.config
DataScienceJobRun.create()
DataScienceJobRun.create_instance()
DataScienceJobRun.created_by
DataScienceJobRun.defined_tags
DataScienceJobRun.delete()
DataScienceJobRun.deserialize()
DataScienceJobRun.display_name
DataScienceJobRun.download()
DataScienceJobRun.exit_code
DataScienceJobRun.flatten()
DataScienceJobRun.freeform_tags
DataScienceJobRun.from_dict()
DataScienceJobRun.from_oci_model()
DataScienceJobRun.from_ocid()
DataScienceJobRun.id
DataScienceJobRun.init_client()
DataScienceJobRun.job
DataScienceJobRun.job_configuration_override_details
DataScienceJobRun.job_environment_configuration_override_details
DataScienceJobRun.job_id
DataScienceJobRun.job_infrastructure_configuration_details
DataScienceJobRun.job_log_configuration_override_details
DataScienceJobRun.job_storage_mount_configuration_details_list
DataScienceJobRun.kwargs
DataScienceJobRun.lifecycle_details
DataScienceJobRun.lifecycle_state
DataScienceJobRun.list_resource()
DataScienceJobRun.load_properties_from_env()
DataScienceJobRun.log_details
DataScienceJobRun.log_group_id
DataScienceJobRun.log_id
DataScienceJobRun.logging
DataScienceJobRun.logs()
DataScienceJobRun.name
DataScienceJobRun.project_id
DataScienceJobRun.run_details_link
DataScienceJobRun.serialize()
DataScienceJobRun.signer
DataScienceJobRun.status
DataScienceJobRun.sync()
DataScienceJobRun.time_accepted
DataScienceJobRun.time_finished
DataScienceJobRun.time_started
DataScienceJobRun.to_dict()
DataScienceJobRun.to_oci_model()
DataScienceJobRun.to_yaml()
DataScienceJobRun.type_mappings
DataScienceJobRun.update_from_oci_model()
DataScienceJobRun.wait()
DataScienceJobRun.watch()
GitPythonRuntime
GitPythonRuntime.CONST_ARGS
GitPythonRuntime.CONST_BRANCH
GitPythonRuntime.CONST_COMMIT
GitPythonRuntime.CONST_CONDA
GitPythonRuntime.CONST_CONDA_REGION
GitPythonRuntime.CONST_CONDA_SLUG
GitPythonRuntime.CONST_CONDA_TYPE
GitPythonRuntime.CONST_CONDA_TYPE_CUSTOM
GitPythonRuntime.CONST_CONDA_TYPE_SERVICE
GitPythonRuntime.CONST_CONDA_URI
GitPythonRuntime.CONST_DEFINED_TAGS
GitPythonRuntime.CONST_ENTRYPOINT
GitPythonRuntime.CONST_ENTRY_FUNCTION
GitPythonRuntime.CONST_ENV_VAR
GitPythonRuntime.CONST_FREEFORM_TAGS
GitPythonRuntime.CONST_GIT_SSH_SECRET_ID
GitPythonRuntime.CONST_GIT_URL
GitPythonRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
GitPythonRuntime.CONST_OUTPUT_DIR
GitPythonRuntime.CONST_OUTPUT_URI
GitPythonRuntime.CONST_PYTHON_PATH
GitPythonRuntime.CONST_SKIP_METADATA
GitPythonRuntime.CONST_WORKING_DIR
GitPythonRuntime.args
GitPythonRuntime.attribute_map
GitPythonRuntime.branch
GitPythonRuntime.build()
GitPythonRuntime.commit
GitPythonRuntime.conda
GitPythonRuntime.defined_tags
GitPythonRuntime.entry_function
GitPythonRuntime.entry_script
GitPythonRuntime.environment_variables
GitPythonRuntime.envs
GitPythonRuntime.freeform_tags
GitPythonRuntime.from_dict()
GitPythonRuntime.from_json()
GitPythonRuntime.from_string()
GitPythonRuntime.from_yaml()
GitPythonRuntime.get_spec()
GitPythonRuntime.init()
GitPythonRuntime.kind
GitPythonRuntime.maximum_runtime_in_minutes
GitPythonRuntime.output_dir
GitPythonRuntime.output_uri
GitPythonRuntime.python_path
GitPythonRuntime.set_spec()
GitPythonRuntime.skip_metadata_update
GitPythonRuntime.ssh_secret_ocid
GitPythonRuntime.to_dict()
GitPythonRuntime.to_json()
GitPythonRuntime.to_yaml()
GitPythonRuntime.type
GitPythonRuntime.url
GitPythonRuntime.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
Job
Job.attribute_map
Job.auth
Job.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.id
Job.infrastructure
Job.kind
Job.name
Job.run()
Job.run_list()
Job.runtime
Job.set_spec()
Job.status()
Job.to_dict()
Job.to_json()
Job.to_yaml()
Job.type
Job.with_infrastructure()
Job.with_name()
Job.with_runtime()
NotebookRuntime
NotebookRuntime.CONST_ARGS
NotebookRuntime.CONST_CONDA
NotebookRuntime.CONST_CONDA_REGION
NotebookRuntime.CONST_CONDA_SLUG
NotebookRuntime.CONST_CONDA_TYPE
NotebookRuntime.CONST_CONDA_TYPE_CUSTOM
NotebookRuntime.CONST_CONDA_TYPE_SERVICE
NotebookRuntime.CONST_CONDA_URI
NotebookRuntime.CONST_DEFINED_TAGS
NotebookRuntime.CONST_ENTRYPOINT
NotebookRuntime.CONST_ENV_VAR
NotebookRuntime.CONST_EXCLUDE_TAG
NotebookRuntime.CONST_FREEFORM_TAGS
NotebookRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
NotebookRuntime.CONST_NOTEBOOK_ENCODING
NotebookRuntime.CONST_NOTEBOOK_PATH
NotebookRuntime.CONST_OUTPUT_URI
NotebookRuntime.CONST_OUTPUT_URI_ALT
NotebookRuntime.CONST_SOURCE
NotebookRuntime.args
NotebookRuntime.attribute_map
NotebookRuntime.build()
NotebookRuntime.conda
NotebookRuntime.defined_tags
NotebookRuntime.environment_variables
NotebookRuntime.envs
NotebookRuntime.exclude_tag
NotebookRuntime.freeform_tags
NotebookRuntime.from_dict()
NotebookRuntime.from_json()
NotebookRuntime.from_string()
NotebookRuntime.from_yaml()
NotebookRuntime.get_spec()
NotebookRuntime.init()
NotebookRuntime.kind
NotebookRuntime.maximum_runtime_in_minutes
NotebookRuntime.notebook
NotebookRuntime.notebook_encoding
NotebookRuntime.notebook_uri
NotebookRuntime.output_uri
NotebookRuntime.set_spec()
NotebookRuntime.source
NotebookRuntime.to_dict()
NotebookRuntime.to_json()
NotebookRuntime.to_yaml()
NotebookRuntime.type
NotebookRuntime.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()
PyTorchDistributedRuntime
PyTorchDistributedRuntime.CONST_ARGS
PyTorchDistributedRuntime.CONST_COMMAND
PyTorchDistributedRuntime.CONST_CONDA
PyTorchDistributedRuntime.CONST_CONDA_REGION
PyTorchDistributedRuntime.CONST_CONDA_SLUG
PyTorchDistributedRuntime.CONST_CONDA_TYPE
PyTorchDistributedRuntime.CONST_CONDA_TYPE_CUSTOM
PyTorchDistributedRuntime.CONST_CONDA_TYPE_SERVICE
PyTorchDistributedRuntime.CONST_CONDA_URI
PyTorchDistributedRuntime.CONST_DEEPSPEED
PyTorchDistributedRuntime.CONST_DEFINED_TAGS
PyTorchDistributedRuntime.CONST_DEP
PyTorchDistributedRuntime.CONST_ENTRYPOINT
PyTorchDistributedRuntime.CONST_ENTRY_FUNCTION
PyTorchDistributedRuntime.CONST_ENV_VAR
PyTorchDistributedRuntime.CONST_FREEFORM_TAGS
PyTorchDistributedRuntime.CONST_GIT
PyTorchDistributedRuntime.CONST_INPUT
PyTorchDistributedRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
PyTorchDistributedRuntime.CONST_OUTPUT_DIR
PyTorchDistributedRuntime.CONST_OUTPUT_URI
PyTorchDistributedRuntime.CONST_PIP_PKG
PyTorchDistributedRuntime.CONST_PIP_REQ
PyTorchDistributedRuntime.CONST_PYTHON_PATH
PyTorchDistributedRuntime.CONST_REPLICA
PyTorchDistributedRuntime.CONST_SCRIPT_PATH
PyTorchDistributedRuntime.CONST_WORKING_DIR
PyTorchDistributedRuntime.args
PyTorchDistributedRuntime.attribute_map
PyTorchDistributedRuntime.build()
PyTorchDistributedRuntime.command
PyTorchDistributedRuntime.conda
PyTorchDistributedRuntime.defined_tags
PyTorchDistributedRuntime.dependencies
PyTorchDistributedRuntime.entry_function
PyTorchDistributedRuntime.entry_script
PyTorchDistributedRuntime.entrypoint
PyTorchDistributedRuntime.environment_variables
PyTorchDistributedRuntime.envs
PyTorchDistributedRuntime.freeform_tags
PyTorchDistributedRuntime.from_dict()
PyTorchDistributedRuntime.from_json()
PyTorchDistributedRuntime.from_string()
PyTorchDistributedRuntime.from_yaml()
PyTorchDistributedRuntime.get_spec()
PyTorchDistributedRuntime.git
PyTorchDistributedRuntime.init()
PyTorchDistributedRuntime.inputs
PyTorchDistributedRuntime.kind
PyTorchDistributedRuntime.maximum_runtime_in_minutes
PyTorchDistributedRuntime.output_dir
PyTorchDistributedRuntime.output_uri
PyTorchDistributedRuntime.python_path
PyTorchDistributedRuntime.replica
PyTorchDistributedRuntime.run()
PyTorchDistributedRuntime.script_uri
PyTorchDistributedRuntime.set_spec()
PyTorchDistributedRuntime.source_uri
PyTorchDistributedRuntime.to_dict()
PyTorchDistributedRuntime.to_json()
PyTorchDistributedRuntime.to_yaml()
PyTorchDistributedRuntime.type
PyTorchDistributedRuntime.use_deepspeed
PyTorchDistributedRuntime.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
PythonRuntime
PythonRuntime.CONST_ARGS
PythonRuntime.CONST_CONDA
PythonRuntime.CONST_CONDA_REGION
PythonRuntime.CONST_CONDA_SLUG
PythonRuntime.CONST_CONDA_TYPE
PythonRuntime.CONST_CONDA_TYPE_CUSTOM
PythonRuntime.CONST_CONDA_TYPE_SERVICE
PythonRuntime.CONST_CONDA_URI
PythonRuntime.CONST_DEFINED_TAGS
PythonRuntime.CONST_ENTRYPOINT
PythonRuntime.CONST_ENTRY_FUNCTION
PythonRuntime.CONST_ENV_VAR
PythonRuntime.CONST_FREEFORM_TAGS
PythonRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
PythonRuntime.CONST_OUTPUT_DIR
PythonRuntime.CONST_OUTPUT_URI
PythonRuntime.CONST_PYTHON_PATH
PythonRuntime.CONST_SCRIPT_PATH
PythonRuntime.CONST_WORKING_DIR
PythonRuntime.args
PythonRuntime.attribute_map
PythonRuntime.build()
PythonRuntime.conda
PythonRuntime.defined_tags
PythonRuntime.entry_function
PythonRuntime.entry_script
PythonRuntime.entrypoint
PythonRuntime.environment_variables
PythonRuntime.envs
PythonRuntime.freeform_tags
PythonRuntime.from_dict()
PythonRuntime.from_json()
PythonRuntime.from_string()
PythonRuntime.from_yaml()
PythonRuntime.get_spec()
PythonRuntime.init()
PythonRuntime.kind
PythonRuntime.maximum_runtime_in_minutes
PythonRuntime.output_dir
PythonRuntime.output_uri
PythonRuntime.python_path
PythonRuntime.script_uri
PythonRuntime.set_spec()
PythonRuntime.source_uri
PythonRuntime.to_dict()
PythonRuntime.to_json()
PythonRuntime.to_yaml()
PythonRuntime.type
PythonRuntime.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
ScriptRuntime
ScriptRuntime.CONST_ARGS
ScriptRuntime.CONST_CONDA
ScriptRuntime.CONST_CONDA_REGION
ScriptRuntime.CONST_CONDA_SLUG
ScriptRuntime.CONST_CONDA_TYPE
ScriptRuntime.CONST_CONDA_TYPE_CUSTOM
ScriptRuntime.CONST_CONDA_TYPE_SERVICE
ScriptRuntime.CONST_CONDA_URI
ScriptRuntime.CONST_DEFINED_TAGS
ScriptRuntime.CONST_ENTRYPOINT
ScriptRuntime.CONST_ENV_VAR
ScriptRuntime.CONST_FREEFORM_TAGS
ScriptRuntime.CONST_MAXIMUM_RUNTIME_IN_MINUTES
ScriptRuntime.CONST_SCRIPT_PATH
ScriptRuntime.args
ScriptRuntime.attribute_map
ScriptRuntime.build()
ScriptRuntime.conda
ScriptRuntime.defined_tags
ScriptRuntime.entrypoint
ScriptRuntime.environment_variables
ScriptRuntime.envs
ScriptRuntime.freeform_tags
ScriptRuntime.from_dict()
ScriptRuntime.from_json()
ScriptRuntime.from_string()
ScriptRuntime.from_yaml()
ScriptRuntime.get_spec()
ScriptRuntime.init()
ScriptRuntime.kind
ScriptRuntime.maximum_runtime_in_minutes
ScriptRuntime.script_uri
ScriptRuntime.set_spec()
ScriptRuntime.source_uri
ScriptRuntime.to_dict()
ScriptRuntime.to_json()
ScriptRuntime.to_yaml()
ScriptRuntime.type
ScriptRuntime.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
ArtifactUploader
LargeArtifactUploader
LargeArtifactUploader.artifact_path
LargeArtifactUploader.artifact_file_path
LargeArtifactUploader.auth
LargeArtifactUploader.bucket_uri
LargeArtifactUploader.dsc_model
LargeArtifactUploader.overwrite_existing_artifact
LargeArtifactUploader.progress
LargeArtifactUploader.region
LargeArtifactUploader.remove_existing_artifact
LargeArtifactUploader.upload_manager
LargeArtifactUploader.PROGRESS_STEPS_COUNT
SmallArtifactUploader
- ads.model.base_properties module
BaseProperties
BaseProperties.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()
ArtifactsNotAvailableError
DataScienceModelType
FrameworkSpecificModel
GenericModel
GenericModel.algorithm
GenericModel.artifact_dir
GenericModel.auth
GenericModel.estimator
GenericModel.framework
GenericModel.hyperparameter
GenericModel.metadata_custom
GenericModel.metadata_provenance
GenericModel.metadata_taxonomy
GenericModel.model_artifact
GenericModel.model_deployment
GenericModel.model_file_name
GenericModel.model_id
GenericModel.model_input_serializer
GenericModel.properties
GenericModel.runtime_info
GenericModel.schema_input
GenericModel.schema_output
GenericModel.serialize
GenericModel.version
GenericModel.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_custom
GenericModel.metadata_provenance
GenericModel.metadata_taxonomy
GenericModel.model_deployment_id
GenericModel.model_id
GenericModel.model_input_serializer_type
GenericModel.model_save_serializer_type
GenericModel.predict()
GenericModel.prepare()
GenericModel.prepare_save_deploy()
GenericModel.reload()
GenericModel.reload_runtime_info()
GenericModel.restart_deployment()
GenericModel.save()
GenericModel.schema_input
GenericModel.schema_output
GenericModel.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()
ModelDeploymentRuntimeType
ModelState
NotActiveDeploymentError
RuntimeInfoInconsistencyError
SerializeInputNotImplementedError
SerializeModelNotImplementedError
SummaryStatus
- ads.model.model_introspect module
- ads.model.model_metadata module
Framework
Framework.BERT
Framework.CUML
Framework.EMCEE
Framework.ENSEMBLE
Framework.FLAIR
Framework.GENSIM
Framework.H20
Framework.KERAS
Framework.LIGHT_GBM
Framework.MXNET
Framework.NLTK
Framework.ORACLE_AUTOML
Framework.OTHER
Framework.PROPHET
Framework.PYMC3
Framework.PYOD
Framework.PYSTAN
Framework.PYTORCH
Framework.SCIKIT_LEARN
Framework.SKTIME
Framework.SPACY
Framework.SPARK
Framework.STATSMODELS
Framework.TENSORFLOW
Framework.TRANSFORMERS
Framework.WORD2VEC
Framework.XGBOOST
MetadataCustomCategory
MetadataCustomKeys
MetadataCustomKeys.CLIENT_LIBRARY
MetadataCustomKeys.CONDA_ENVIRONMENT
MetadataCustomKeys.CONDA_ENVIRONMENT_PATH
MetadataCustomKeys.ENVIRONMENT_TYPE
MetadataCustomKeys.MODEL_ARTIFACTS
MetadataCustomKeys.MODEL_FILE_NAME
MetadataCustomKeys.MODEL_SERIALIZATION_FORMAT
MetadataCustomKeys.SLUG_NAME
MetadataCustomKeys.TRAINING_DATASET
MetadataCustomKeys.TRAINING_DATASET_NUMBER_OF_COLS
MetadataCustomKeys.TRAINING_DATASET_NUMBER_OF_ROWS
MetadataCustomKeys.TRAINING_DATASET_SIZE
MetadataCustomKeys.VALIDATION_DATASET
MetadataCustomKeys.VALIDATION_DATASET_NUMBER_OF_COLS
MetadataCustomKeys.VALIDATION_DATASET_NUMBER_OF_ROWS
MetadataCustomKeys.VALIDATION_DATASET_SIZE
MetadataCustomPrintColumns
MetadataDescriptionTooLong
MetadataSizeTooLarge
MetadataTaxonomyKeys
MetadataTaxonomyPrintColumns
MetadataValueTooLong
ModelCustomMetadata
ModelCustomMetadata.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()
ModelCustomMetadataItem
ModelCustomMetadataItem.key
ModelCustomMetadataItem.value
ModelCustomMetadataItem.description
ModelCustomMetadataItem.category
ModelCustomMetadataItem.reset()
ModelCustomMetadataItem.to_dict()
ModelCustomMetadataItem.from_dict()
ModelCustomMetadataItem.to_yaml()
ModelCustomMetadataItem.size()
ModelCustomMetadataItem.update()
ModelCustomMetadataItem.to_json()
ModelCustomMetadataItem.to_json_file()
ModelCustomMetadataItem.validate()
ModelCustomMetadataItem.category
ModelCustomMetadataItem.description
ModelCustomMetadataItem.reset()
ModelCustomMetadataItem.update()
ModelCustomMetadataItem.validate()
ModelMetadata
ModelMetadata.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.keys
ModelMetadata.reset()
ModelMetadata.size()
ModelMetadata.to_dataframe()
ModelMetadata.to_dict()
ModelMetadata.to_json()
ModelMetadata.to_json_file()
ModelMetadata.to_yaml()
ModelMetadata.validate()
ModelMetadata.validate_size()
ModelMetadataItem
ModelMetadataItem.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()
ModelProvenanceMetadata
ModelProvenanceMetadata.artifact_dir
ModelProvenanceMetadata.assert_path_not_dirty()
ModelProvenanceMetadata.fetch_training_code_details()
ModelProvenanceMetadata.from_dict()
ModelProvenanceMetadata.git_branch
ModelProvenanceMetadata.git_commit
ModelProvenanceMetadata.repo
ModelProvenanceMetadata.repository_url
ModelProvenanceMetadata.to_dict()
ModelProvenanceMetadata.training_id
ModelProvenanceMetadata.training_script_path
ModelTaxonomyMetadata
ModelTaxonomyMetadata.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()
ModelTaxonomyMetadataItem
ModelTaxonomyMetadataItem.key
ModelTaxonomyMetadataItem.value
ModelTaxonomyMetadataItem.reset()
ModelTaxonomyMetadataItem.to_dict()
ModelTaxonomyMetadataItem.from_dict()
ModelTaxonomyMetadataItem.to_yaml()
ModelTaxonomyMetadataItem.size()
ModelTaxonomyMetadataItem.update()
ModelTaxonomyMetadataItem.to_json()
ModelTaxonomyMetadataItem.to_json_file()
ModelTaxonomyMetadataItem.validate()
ModelTaxonomyMetadataItem.key
ModelTaxonomyMetadataItem.reset()
ModelTaxonomyMetadataItem.update()
ModelTaxonomyMetadataItem.validate()
ModelTaxonomyMetadataItem.value
UseCaseType
UseCaseType.ANOMALY_DETECTION
UseCaseType.BINARY_CLASSIFICATION
UseCaseType.CLUSTERING
UseCaseType.DIMENSIONALITY_REDUCTION
UseCaseType.IMAGE_CLASSIFICATION
UseCaseType.MULTINOMIAL_CLASSIFICATION
UseCaseType.NER
UseCaseType.OBJECT_LOCALIZATION
UseCaseType.OTHER
UseCaseType.RECOMMENDER
UseCaseType.REGRESSION
UseCaseType.SENTIMENT_ANALYSIS
UseCaseType.TIME_SERIES_FORECASTING
UseCaseType.TOPIC_MODELING
- ads.model.model_metadata_mixin module
- ads.model.model_properties module
ModelProperties
ModelProperties.bucket_uri
ModelProperties.compartment_id
ModelProperties.deployment_access_log_id
ModelProperties.deployment_bandwidth_mbps
ModelProperties.deployment_image
ModelProperties.deployment_instance_count
ModelProperties.deployment_instance_shape
ModelProperties.deployment_instance_subnet_id
ModelProperties.deployment_log_group_id
ModelProperties.deployment_memory_in_gbs
ModelProperties.deployment_ocpus
ModelProperties.deployment_predict_log_id
ModelProperties.inference_conda_env
ModelProperties.inference_python_version
ModelProperties.overwrite_existing_artifact
ModelProperties.project_id
ModelProperties.remove_existing_artifact
ModelProperties.training_conda_env
ModelProperties.training_id
ModelProperties.training_python_version
ModelProperties.training_resource_id
ModelProperties.training_script_path
- ads.model.model_version_set module
ModelVersionSet
ModelVersionSet.id
ModelVersionSet.project_id
ModelVersionSet.compartment_id
ModelVersionSet.name
ModelVersionSet.description
ModelVersionSet.freeform_tags
ModelVersionSet.defined_tags
ModelVersionSet.details_link
ModelVersionSet.create()
ModelVersionSet.update()
ModelVersionSet.delete()
ModelVersionSet.to_dict()
ModelVersionSet.from_id()
ModelVersionSet.from_ocid()
ModelVersionSet.from_name()
ModelVersionSet.from_dict()
ModelVersionSet.CONST_COMPARTMENT_ID
ModelVersionSet.CONST_DEFINED_TAG
ModelVersionSet.CONST_DESCRIPTION
ModelVersionSet.CONST_FREEFORM_TAG
ModelVersionSet.CONST_ID
ModelVersionSet.CONST_NAME
ModelVersionSet.CONST_PROJECT_ID
ModelVersionSet.LIFECYCLE_STATE_ACTIVE
ModelVersionSet.LIFECYCLE_STATE_DELETED
ModelVersionSet.LIFECYCLE_STATE_DELETING
ModelVersionSet.LIFECYCLE_STATE_FAILED
ModelVersionSet.attribute_map
ModelVersionSet.compartment_id
ModelVersionSet.create()
ModelVersionSet.defined_tags
ModelVersionSet.delete()
ModelVersionSet.description
ModelVersionSet.details_link
ModelVersionSet.freeform_tags
ModelVersionSet.from_dict()
ModelVersionSet.from_dsc_model_version_set()
ModelVersionSet.from_id()
ModelVersionSet.from_name()
ModelVersionSet.from_ocid()
ModelVersionSet.id
ModelVersionSet.kind
ModelVersionSet.list()
ModelVersionSet.model_add()
ModelVersionSet.models()
ModelVersionSet.name
ModelVersionSet.project_id
ModelVersionSet.status
ModelVersionSet.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
AutoMLModel
AutoMLModel.algorithm
AutoMLModel.artifact_dir
AutoMLModel.auth
AutoMLModel.estimator
AutoMLModel.framework
AutoMLModel.hyperparameter
AutoMLModel.metadata_custom
AutoMLModel.metadata_provenance
AutoMLModel.metadata_taxonomy
AutoMLModel.model_artifact
AutoMLModel.model_deployment
AutoMLModel.model_file_name
AutoMLModel.model_id
AutoMLModel.properties
AutoMLModel.runtime_info
AutoMLModel.schema_input
AutoMLModel.schema_output
AutoMLModel.serialize
AutoMLModel.version
AutoMLModel.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()
DataScienceModel
DataScienceModel.id
DataScienceModel.project_id
DataScienceModel.compartment_id
DataScienceModel.name
DataScienceModel.description
DataScienceModel.freeform_tags
DataScienceModel.defined_tags
DataScienceModel.input_schema
DataScienceModel.output_schema
DataScienceModel.defined_metadata_list
DataScienceModel.custom_metadata_list
DataScienceModel.provenance_metadata
DataScienceModel.artifact
DataScienceModel.status
DataScienceModel.model_version_set_id
DataScienceModel.version_label
DataScienceModel.version_id
DataScienceModel.model_file_description
DataScienceModel.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_ARTIFACT
DataScienceModel.CONST_COMPARTMENT_ID
DataScienceModel.CONST_CUSTOM_METADATA
DataScienceModel.CONST_DEFINED_METADATA
DataScienceModel.CONST_DEFINED_TAG
DataScienceModel.CONST_DESCRIPTION
DataScienceModel.CONST_DISPLAY_NAME
DataScienceModel.CONST_FREEFORM_TAG
DataScienceModel.CONST_ID
DataScienceModel.CONST_INPUT_SCHEMA
DataScienceModel.CONST_LIFECYCLE_STATE
DataScienceModel.CONST_MODEL_FILE_DESCRIPTION
DataScienceModel.CONST_MODEL_VERSION_ID
DataScienceModel.CONST_MODEL_VERSION_LABEL
DataScienceModel.CONST_MODEL_VERSION_SET_ID
DataScienceModel.CONST_MODEL_VERSION_SET_NAME
DataScienceModel.CONST_OUTPUT_SCHEMA
DataScienceModel.CONST_PROJECT_ID
DataScienceModel.CONST_PROVENANCE_METADATA
DataScienceModel.CONST_TIME_CREATED
DataScienceModel.add_artifact()
DataScienceModel.artifact
DataScienceModel.attribute_map
DataScienceModel.compartment_id
DataScienceModel.create()
DataScienceModel.custom_metadata_list
DataScienceModel.defined_metadata_list
DataScienceModel.defined_tags
DataScienceModel.delete()
DataScienceModel.description
DataScienceModel.display_name
DataScienceModel.download_artifact()
DataScienceModel.freeform_tags
DataScienceModel.from_dict()
DataScienceModel.from_id()
DataScienceModel.id
DataScienceModel.input_schema
DataScienceModel.kind
DataScienceModel.lifecycle_state
DataScienceModel.list()
DataScienceModel.list_df()
DataScienceModel.model_file_description
DataScienceModel.model_version_set_id
DataScienceModel.model_version_set_name
DataScienceModel.output_schema
DataScienceModel.project_id
DataScienceModel.provenance_metadata
DataScienceModel.remove_artifact()
DataScienceModel.status
DataScienceModel.sync()
DataScienceModel.time_created
DataScienceModel.to_dict()
DataScienceModel.update()
DataScienceModel.upload_artifact()
DataScienceModel.version_id
DataScienceModel.version_label
DataScienceModel.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()
GenericModel
GenericModel.algorithm
GenericModel.artifact_dir
GenericModel.auth
GenericModel.estimator
GenericModel.framework
GenericModel.hyperparameter
GenericModel.metadata_custom
GenericModel.metadata_provenance
GenericModel.metadata_taxonomy
GenericModel.model_artifact
GenericModel.model_deployment
GenericModel.model_file_name
GenericModel.model_id
GenericModel.model_input_serializer
GenericModel.properties
GenericModel.runtime_info
GenericModel.schema_input
GenericModel.schema_output
GenericModel.serialize
GenericModel.version
GenericModel.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_custom
GenericModel.metadata_provenance
GenericModel.metadata_taxonomy
GenericModel.model_deployment_id
GenericModel.model_id
GenericModel.model_input_serializer_type
GenericModel.model_save_serializer_type
GenericModel.predict()
GenericModel.prepare()
GenericModel.prepare_save_deploy()
GenericModel.reload()
GenericModel.reload_runtime_info()
GenericModel.restart_deployment()
GenericModel.save()
GenericModel.schema_input
GenericModel.schema_output
GenericModel.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()
HuggingFacePipelineModel
HuggingFacePipelineModel.algorithm
HuggingFacePipelineModel.artifact_dir
HuggingFacePipelineModel.auth
HuggingFacePipelineModel.estimator
HuggingFacePipelineModel.framework
HuggingFacePipelineModel.hyperparameter
HuggingFacePipelineModel.metadata_custom
HuggingFacePipelineModel.metadata_provenance
HuggingFacePipelineModel.metadata_taxonomy
HuggingFacePipelineModel.model_artifact
HuggingFacePipelineModel.model_deployment
HuggingFacePipelineModel.model_file_name
HuggingFacePipelineModel.model_id
HuggingFacePipelineModel.properties
HuggingFacePipelineModel.runtime_info
HuggingFacePipelineModel.schema_input
HuggingFacePipelineModel.schema_output
HuggingFacePipelineModel.serialize
HuggingFacePipelineModel.version
HuggingFacePipelineModel.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_type
HuggingFacePipelineModel.serialize_model()
LightGBMModel
LightGBMModel.algorithm
LightGBMModel.artifact_dir
LightGBMModel.auth
LightGBMModel.estimator
LightGBMModel.framework
LightGBMModel.hyperparameter
LightGBMModel.metadata_custom
LightGBMModel.metadata_provenance
LightGBMModel.metadata_taxonomy
LightGBMModel.model_artifact
LightGBMModel.model_deployment
LightGBMModel.model_file_name
LightGBMModel.model_id
LightGBMModel.properties
LightGBMModel.runtime_info
LightGBMModel.schema_input
LightGBMModel.schema_output
LightGBMModel.serialize
LightGBMModel.version
LightGBMModel.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_type
LightGBMModel.serialize_model()
ModelDeployer
ModelDeployer.config
ModelDeployer.ds_client
ModelDeployer.ds_composite_client
ModelDeployer.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()
ModelDeployment
ModelDeployment.config
ModelDeployment.properties
ModelDeployment.workflow_state_progress
ModelDeployment.workflow_steps
ModelDeployment.dsc_model_deployment
ModelDeployment.state
ModelDeployment.created_by
ModelDeployment.lifecycle_state
ModelDeployment.lifecycle_details
ModelDeployment.time_created
ModelDeployment.display_name
ModelDeployment.description
ModelDeployment.freeform_tags
ModelDeployment.defined_tags
ModelDeployment.runtime
ModelDeployment.infrastructure
ModelDeployment.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_BY
ModelDeployment.CONST_DEFINED_TAG
ModelDeployment.CONST_DESCRIPTION
ModelDeployment.CONST_DISPLAY_NAME
ModelDeployment.CONST_FREEFORM_TAG
ModelDeployment.CONST_ID
ModelDeployment.CONST_INFRASTRUCTURE
ModelDeployment.CONST_LIFECYCLE_DETAILS
ModelDeployment.CONST_LIFECYCLE_STATE
ModelDeployment.CONST_MODEL_DEPLOYMENT_URL
ModelDeployment.CONST_RUNTIME
ModelDeployment.CONST_TIME_CREATED
ModelDeployment.access_log
ModelDeployment.activate()
ModelDeployment.attribute_map
ModelDeployment.build()
ModelDeployment.created_by
ModelDeployment.deactivate()
ModelDeployment.defined_tags
ModelDeployment.delete()
ModelDeployment.deploy()
ModelDeployment.description
ModelDeployment.display_name
ModelDeployment.freeform_tags
ModelDeployment.from_dict()
ModelDeployment.from_id()
ModelDeployment.id
ModelDeployment.infrastructure
ModelDeployment.initialize_spec_attributes
ModelDeployment.kind
ModelDeployment.lifecycle_details
ModelDeployment.lifecycle_state
ModelDeployment.list()
ModelDeployment.list_df()
ModelDeployment.logs()
ModelDeployment.model_deployment_id
ModelDeployment.model_input_serializer
ModelDeployment.predict()
ModelDeployment.predict_log
ModelDeployment.runtime
ModelDeployment.show_logs()
ModelDeployment.state
ModelDeployment.status
ModelDeployment.sync()
ModelDeployment.time_created
ModelDeployment.to_dict()
ModelDeployment.type
ModelDeployment.update()
ModelDeployment.url
ModelDeployment.watch()
ModelDeployment.with_defined_tags()
ModelDeployment.with_description()
ModelDeployment.with_display_name()
ModelDeployment.with_freeform_tags()
ModelDeployment.with_infrastructure()
ModelDeployment.with_runtime()
ModelDeploymentProperties
ModelDeploymentProperties.swagger_types
ModelDeploymentProperties.model_id
ModelDeploymentProperties.model_uri
ModelDeploymentProperties.with_prop()
ModelDeploymentProperties.with_instance_configuration()
ModelDeploymentProperties.with_access_log()
ModelDeploymentProperties.with_predict_log()
ModelDeploymentProperties.build()
ModelDeploymentProperties.build()
ModelDeploymentProperties.sub_properties
ModelDeploymentProperties.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()
ModelInputSerializer
ModelProperties
ModelProperties.bucket_uri
ModelProperties.compartment_id
ModelProperties.deployment_access_log_id
ModelProperties.deployment_bandwidth_mbps
ModelProperties.deployment_image
ModelProperties.deployment_instance_count
ModelProperties.deployment_instance_shape
ModelProperties.deployment_instance_subnet_id
ModelProperties.deployment_log_group_id
ModelProperties.deployment_memory_in_gbs
ModelProperties.deployment_ocpus
ModelProperties.deployment_predict_log_id
ModelProperties.inference_conda_env
ModelProperties.inference_python_version
ModelProperties.overwrite_existing_artifact
ModelProperties.project_id
ModelProperties.remove_existing_artifact
ModelProperties.training_conda_env
ModelProperties.training_id
ModelProperties.training_python_version
ModelProperties.training_resource_id
ModelProperties.training_script_path
ModelState
ModelVersionSet
ModelVersionSet.id
ModelVersionSet.project_id
ModelVersionSet.compartment_id
ModelVersionSet.name
ModelVersionSet.description
ModelVersionSet.freeform_tags
ModelVersionSet.defined_tags
ModelVersionSet.details_link
ModelVersionSet.create()
ModelVersionSet.update()
ModelVersionSet.delete()
ModelVersionSet.to_dict()
ModelVersionSet.from_id()
ModelVersionSet.from_ocid()
ModelVersionSet.from_name()
ModelVersionSet.from_dict()
ModelVersionSet.CONST_COMPARTMENT_ID
ModelVersionSet.CONST_DEFINED_TAG
ModelVersionSet.CONST_DESCRIPTION
ModelVersionSet.CONST_FREEFORM_TAG
ModelVersionSet.CONST_ID
ModelVersionSet.CONST_NAME
ModelVersionSet.CONST_PROJECT_ID
ModelVersionSet.LIFECYCLE_STATE_ACTIVE
ModelVersionSet.LIFECYCLE_STATE_DELETED
ModelVersionSet.LIFECYCLE_STATE_DELETING
ModelVersionSet.LIFECYCLE_STATE_FAILED
ModelVersionSet.attribute_map
ModelVersionSet.compartment_id
ModelVersionSet.create()
ModelVersionSet.defined_tags
ModelVersionSet.delete()
ModelVersionSet.description
ModelVersionSet.details_link
ModelVersionSet.freeform_tags
ModelVersionSet.from_dict()
ModelVersionSet.from_dsc_model_version_set()
ModelVersionSet.from_id()
ModelVersionSet.from_name()
ModelVersionSet.from_ocid()
ModelVersionSet.id
ModelVersionSet.kind
ModelVersionSet.list()
ModelVersionSet.model_add()
ModelVersionSet.models()
ModelVersionSet.name
ModelVersionSet.project_id
ModelVersionSet.status
ModelVersionSet.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()
ModelVersionSetNotExists
ModelVersionSetNotSaved
PyTorchModel
PyTorchModel.algorithm
PyTorchModel.artifact_dir
PyTorchModel.auth
PyTorchModel.estimator
PyTorchModel.framework
PyTorchModel.hyperparameter
PyTorchModel.metadata_custom
PyTorchModel.metadata_provenance
PyTorchModel.metadata_taxonomy
PyTorchModel.model_artifact
PyTorchModel.model_deployment
PyTorchModel.model_file_name
PyTorchModel.model_id
PyTorchModel.properties
PyTorchModel.runtime_info
PyTorchModel.schema_input
PyTorchModel.schema_output
PyTorchModel.serialize
PyTorchModel.version
PyTorchModel.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_type
PyTorchModel.serialize_model()
SERDE
SklearnModel
SklearnModel.algorithm
SklearnModel.artifact_dir
SklearnModel.auth
SklearnModel.estimator
SklearnModel.framework
SklearnModel.hyperparameter
SklearnModel.metadata_custom
SklearnModel.metadata_provenance
SklearnModel.metadata_taxonomy
SklearnModel.model_artifact
SklearnModel.model_deployment
SklearnModel.model_file_name
SklearnModel.model_id
SklearnModel.properties
SklearnModel.runtime_info
SklearnModel.schema_input
SklearnModel.schema_output
SklearnModel.serialize
SklearnModel.version
SklearnModel.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_type
SklearnModel.serialize_model()
SparkPipelineModel
SparkPipelineModel.algorithm
SparkPipelineModel.artifact_dir
SparkPipelineModel.auth
SparkPipelineModel.estimator
SparkPipelineModel.framework
SparkPipelineModel.hyperparameter
SparkPipelineModel.metadata_custom
SparkPipelineModel.metadata_provenance
SparkPipelineModel.metadata_taxonomy
SparkPipelineModel.model_artifact
SparkPipelineModel.model_file_name
SparkPipelineModel.model_id
SparkPipelineModel.properties
SparkPipelineModel.runtime_info
SparkPipelineModel.schema_input
SparkPipelineModel.schema_output
SparkPipelineModel.serialize
SparkPipelineModel.version
SparkPipelineModel.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_type
SparkPipelineModel.model_save_serializer_type
SparkPipelineModel.serialize_model()
TensorFlowModel
TensorFlowModel.algorithm
TensorFlowModel.artifact_dir
TensorFlowModel.auth
TensorFlowModel.estimator
TensorFlowModel.framework
TensorFlowModel.hyperparameter
TensorFlowModel.metadata_custom
TensorFlowModel.metadata_provenance
TensorFlowModel.metadata_taxonomy
TensorFlowModel.model_artifact
TensorFlowModel.model_deployment
TensorFlowModel.model_file_name
TensorFlowModel.model_id
TensorFlowModel.properties
TensorFlowModel.runtime_info
TensorFlowModel.schema_input
TensorFlowModel.schema_output
TensorFlowModel.serialize
TensorFlowModel.version
TensorFlowModel.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_type
TensorFlowModel.serialize_model()
XGBoostModel
XGBoostModel.algorithm
XGBoostModel.artifact_dir
XGBoostModel.auth
XGBoostModel.estimator
XGBoostModel.framework
XGBoostModel.hyperparameter
XGBoostModel.metadata_custom
XGBoostModel.metadata_provenance
XGBoostModel.metadata_taxonomy
XGBoostModel.model_artifact
XGBoostModel.model_deployment
XGBoostModel.model_file_name
XGBoostModel.model_id
XGBoostModel.properties
XGBoostModel.runtime_info
XGBoostModel.schema_input
XGBoostModel.schema_output
XGBoostModel.serialize
XGBoostModel.version
XGBoostModel.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_type
XGBoostModel.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
DataSciencePipeline
Pipeline
Pipeline.kind
Pipeline.name
Pipeline.id
Pipeline.step_details
Pipeline.dag_details
Pipeline.log_group_id
Pipeline.log_id
Pipeline.project_id
Pipeline.compartment_id
Pipeline.created_by
Pipeline.description
Pipeline.environment_variable
Pipeline.argument
Pipeline.maximum_runtime_in_minutes
Pipeline.shape_name
Pipeline.block_storage_size_in_gbs
Pipeline.shape_config_details
Pipeline.enable_service_log
Pipeline.service_log_id
Pipeline.status
Pipeline.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_SIZE
Pipeline.CONST_COMMAND_LINE_ARGUMENTS
Pipeline.CONST_COMPARTMENT_ID
Pipeline.CONST_CONFIGURATION_DETAILS
Pipeline.CONST_CONFIGURATION_OVERRIDE_DETAILS
Pipeline.CONST_CREATED_BY
Pipeline.CONST_DAG
Pipeline.CONST_DEFINED_TAGS
Pipeline.CONST_DESCRIPTION
Pipeline.CONST_DISPLAY_NAME
Pipeline.CONST_ENABLE_AUTO_LOG_CREATION
Pipeline.CONST_ENABLE_LOGGING
Pipeline.CONST_ENABLE_SERVICE_LOG
Pipeline.CONST_ENVIRONMENT_VARIABLES
Pipeline.CONST_FREEFROM_TAGS
Pipeline.CONST_ID
Pipeline.CONST_INFRA_CONFIG_DETAILS
Pipeline.CONST_LOG_CONFIGURATION_DETAILS
Pipeline.CONST_LOG_CONFIGURATION_OVERRIDE_DETAILS
Pipeline.CONST_LOG_GROUP_ID
Pipeline.CONST_LOG_ID
Pipeline.CONST_MAXIMUM_RUNTIME_IN_MINUTES
Pipeline.CONST_MEMORY_IN_GBS
Pipeline.CONST_OCPUS
Pipeline.CONST_PIPELINE_ID
Pipeline.CONST_PROJECT_ID
Pipeline.CONST_SERVICE
Pipeline.CONST_SERVICE_LOG_CATEGORY
Pipeline.CONST_SERVICE_LOG_ID
Pipeline.CONST_SHAPE_CONFIG_DETAILS
Pipeline.CONST_SHAPE_NAME
Pipeline.CONST_STEP_DETAILS
Pipeline.CONST_STEP_OVERRIDE_DETAILS
Pipeline.CONST_SYSTEM_TAGS
Pipeline.CONST_TYPE
Pipeline.LIFECYCLE_STATE_ACTIVE
Pipeline.LIFECYCLE_STATE_CREATING
Pipeline.LIFECYCLE_STATE_DELETED
Pipeline.LIFECYCLE_STATE_DELETING
Pipeline.LIFECYCLE_STATE_FAILED
Pipeline.argument
Pipeline.block_storage_size_in_gbs
Pipeline.compartment_id
Pipeline.create()
Pipeline.created_by
Pipeline.dag
Pipeline.delete()
Pipeline.description
Pipeline.download()
Pipeline.enable_service_log
Pipeline.environment_variable
Pipeline.from_dict()
Pipeline.from_id()
Pipeline.from_ocid()
Pipeline.id
Pipeline.init()
Pipeline.kind
Pipeline.list()
Pipeline.log_group_id
Pipeline.log_id
Pipeline.maximum_runtime_in_minutes
Pipeline.name
Pipeline.project_id
Pipeline.run()
Pipeline.run_list()
Pipeline.service_log_id
Pipeline.shape_config_details
Pipeline.shape_name
Pipeline.show()
Pipeline.status
Pipeline.step_details
Pipeline.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
LogNotConfiguredError
LogType
PipelineRun
PipelineRun.pipeline
PipelineRun.status
PipelineRun.custom_logging
PipelineRun.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_logging
PipelineRun.delete()
PipelineRun.list()
PipelineRun.logs()
PipelineRun.pipeline
PipelineRun.service_logging
PipelineRun.show()
PipelineRun.status
PipelineRun.sync()
PipelineRun.to_svg()
PipelineRun.to_yaml()
PipelineRun.watch()
ShowMode
StepType
- ads.pipeline.ads_pipeline_step module
PipelineStep
PipelineStep.kind
PipelineStep.name
PipelineStep.job_id
PipelineStep.infrastructure
PipelineStep.runtime
PipelineStep.description
PipelineStep.maximum_runtime_in_minutes
PipelineStep.environment_variable
PipelineStep.argument
PipelineStep.depends_on
PipelineStep.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_ARGUMENTS
PipelineStep.CONST_DEPENDS_ON
PipelineStep.CONST_DESCRIPTION
PipelineStep.CONST_ENVIRONMENT_VARIABLES
PipelineStep.CONST_INFRASTRUCTURE
PipelineStep.CONST_JOB_ID
PipelineStep.CONST_KIND
PipelineStep.CONST_MAXIMUM_RUNTIME_IN_MINUTES
PipelineStep.CONST_NAME
PipelineStep.CONST_RUNTIME
PipelineStep.CONST_STEP_CONFIG_DETAILS
PipelineStep.CONST_STEP_INFRA_CONFIG_DETAILS
PipelineStep.argument
PipelineStep.depends_on
PipelineStep.description
PipelineStep.environment_variable
PipelineStep.from_dict()
PipelineStep.infrastructure
PipelineStep.job_id
PipelineStep.kind
PipelineStep.maximum_runtime_in_minutes
PipelineStep.name
PipelineStep.runtime
PipelineStep.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
BDSSecret
BDSSecret.principal
BDSSecret.hdfs_host
BDSSecret.hive_host
BDSSecret.hdfs_port
BDSSecret.hive_port
BDSSecret.kerb5_path
BDSSecret.kerb5_content
BDSSecret.keytab_path
BDSSecret.keytab_content
BDSSecret.secret_id
BDSSecret.hdfs_host
BDSSecret.hdfs_port
BDSSecret.hive_host
BDSSecret.hive_port
BDSSecret.kerb5_content
BDSSecret.kerb5_path
BDSSecret.keytab_content
BDSSecret.keytab_path
BDSSecret.principal
BDSSecret.secret_id
BDSSecretKeeper
BDSSecretKeeper.principal
BDSSecretKeeper.hdfs_host
BDSSecretKeeper.hive_host
BDSSecretKeeper.hdfs_port
BDSSecretKeeper.hive_port
BDSSecretKeeper.kerb5_path
BDSSecretKeeper.kerb5_content
BDSSecretKeeper.keytab_path
BDSSecretKeeper.keytab_content
BDSSecretKeeper.secret_id
BDSSecretKeeper.kwargs
BDSSecretKeeper.vault_id
BDSSecretKeeper.key_id
BDSSecretKeeper.compartment_id
BDSSecretKeeper.auth
BDSSecretKeeper.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
AddressTypedFeature
CategoricalTypedFeature
ConstantTypedFeature
ContinuousTypedFeature
CreditCardTypedFeature
DateTimeTypedFeature
DiscreteTypedFeature
DocumentTypedFeature
GISTypedFeature
IPAddressTypedFeature
OrdinalTypedFeature
PhoneNumberTypedFeature
TypedFeature
UnknownTypedFeature
ZipcodeTypedFeature
- 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