Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X _ __init__() (mlrun.feature_store.steps.DateExtractor method) (mlrun.feature_store.steps.DropFeatures method) (mlrun.feature_store.steps.FeaturesetValidator method) (mlrun.feature_store.steps.Imputer method) (mlrun.feature_store.steps.MapValues method) (mlrun.feature_store.steps.OneHotEncoder method) (mlrun.feature_store.steps.SetEventMetadata method) (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) (mlrun.package.packagers_manager.PackagersManager method) _do_pandas() (mlrun.feature_store.steps.MLRunStep method) _do_spark() (mlrun.feature_store.steps.MLRunStep method) _do_storey() (mlrun.feature_store.steps.MLRunStep method) A abort() (mlrun.model.RunObject method) abort_run() (mlrun.db.httpdb.HTTPRunDB method) access_key (mlrun.common.schemas.api_gateway.APIGatewayAuthenticationMode attribute) access_key_id (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) AccessKeyAuth (class in mlrun.runtimes.nuclio.api_gateway) account_key (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) account_name (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) activation_time (mlrun.common.schemas.alert.AlertActivation attribute) activations (mlrun.common.schemas.alert.AlertActivations attribute) ACTIVE (mlrun.common.schemas.alert.AlertActiveState attribute) add() (mlrun.datastore.datastore_profile.TemporaryClientDatastoreProfiles method) add_aggregation() (mlrun.feature_store.FeatureSet method) add_artifacts() (mlrun.datastore.vectorstore.VectorStoreCollection method) add_child_function() (mlrun.runtimes.ServingRuntime method) add_custom_packager() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) add_documents() (mlrun.datastore.vectorstore.VectorStoreCollection method) add_entity() (mlrun.feature_store.FeatureSet method) add_feature() (mlrun.feature_store.FeatureSet method) add_future_clearing_path() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) add_model() (mlrun.runtimes.ServingRuntime method) (mlrun.serving.ModelRunnerStep method) add_nuclio_trigger() (mlrun.datastore.HttpSource method) (mlrun.datastore.KafkaSource method) (mlrun.datastore.StreamSource method) add_route() (mlrun.serving.RouterStep method) add_trigger() (mlrun.runtimes.RemoteRuntime method) add_v3io_stream_trigger() (mlrun.runtimes.RemoteRuntime method) add_writer_step() (mlrun.datastore.CSVTarget method) (mlrun.datastore.ParquetTarget method) (mlrun.datastore.StreamTarget method) additional_filters (mlrun.datastore.ParquetSource property) aggregate_by() (mlrun.common.schemas.alert.AlertActivations method) AggregateByKey (class in storey.transformations) alert_notification_kinds() (mlrun.common.schemas.notification.NotificationKind class method) AlertActivation (class in mlrun.common.schemas.alert) AlertActivations (class in mlrun.common.schemas.alert) AlertActiveState (class in mlrun.common.schemas.alert) AlertConfig (class in mlrun.alerts.alert) (class in mlrun.common.schemas.alert) AlertConfig.Config (class in mlrun.common.schemas.alert) AlertCriteria (class in mlrun.common.schemas.alert) AlertNotification (class in mlrun.common.schemas.alert) AlertSeverity (class in mlrun.common.schemas.alert) AlertsModes (class in mlrun.common.schemas.alert) AlertTemplate (class in mlrun.common.schemas.alert) AlertTrigger (class in mlrun.common.schemas.alert) all() (mlrun.common.schemas.artifact.ArtifactCategories static method) (mlrun.serving.routers.ParallelRunnerModes static method) annotations (mlrun.common.schemas.api_gateway.APIGatewayMetadata attribute) (mlrun.execution.MLClientCtx property) api_call() (mlrun.db.httpdb.HTTPRunDB method) api_gateway (mlrun.runtimes.ApplicationRuntime property) api_gateways (mlrun.common.schemas.api_gateway.APIGatewaysOutput attribute) APIGateway (class in mlrun.common.schemas.api_gateway) (class in mlrun.runtimes.nuclio.api_gateway) APIGatewayAuthenticationMode (class in mlrun.common.schemas.api_gateway) APIGatewayAuthenticator (class in mlrun.runtimes.nuclio.api_gateway) APIGatewayBasicAuth (class in mlrun.common.schemas.api_gateway) APIGatewayMetadata (class in mlrun.common.schemas.api_gateway) (class in mlrun.runtimes.nuclio.api_gateway) APIGatewaysOutput (class in mlrun.common.schemas.api_gateway) APIGatewaySpec (class in mlrun.common.schemas.api_gateway) (class in mlrun.runtimes.nuclio.api_gateway) APIGatewayState (class in mlrun.common.schemas.api_gateway) APIGatewayStatus (class in mlrun.common.schemas.api_gateway) (class in mlrun.runtimes.nuclio.api_gateway) APIGatewayUpstream (class in mlrun.common.schemas.api_gateway) apiVersion (mlrun.runtimes.Spark3Runtime attribute) ApplicationRuntime (class in mlrun.runtimes) apply() (mlrun.feature_store.RunConfig method) (mlrun.runtimes.KubeResource method) apply_mlrun() (in module mlrun.frameworks.lgbm) (in module mlrun.frameworks.sklearn) (in module mlrun.frameworks.tf_keras) (in module mlrun.frameworks.xgboost) (mlrun.frameworks.auto_mlrun.auto_mlrun.AutoMLRun static method) array (mlrun.serving.routers.ParallelRunnerModes attribute) Artifact (class in mlrun.common.schemas.artifact) artifact() (mlrun.model.RunObject method) artifact_key_instance() (mlrun.artifacts.document.MLRunLoader static method) artifact_path (mlrun.projects.MlrunProject property) artifact_subpath() (mlrun.execution.MLClientCtx method) artifact_uris (mlrun.execution.MLClientCtx property) artifact_url (mlrun.datastore.DataItem property) ArtifactCategories (class in mlrun.common.schemas.artifact) ArtifactIdentifier (class in mlrun.common.schemas.artifact) ArtifactMetadata (class in mlrun.common.schemas.artifact) ArtifactMetadata.Config (class in mlrun.common.schemas.artifact) artifacts (mlrun.execution.MLClientCtx property) (mlrun.model.RunStatus property) (mlrun.package.packagers_manager.PackagersManager attribute) (mlrun.projects.ProjectSpec property) ArtifactsDeletionStrategies (class in mlrun.common.schemas.artifact) ArtifactsFormat (class in mlrun.common.schemas.artifact) ArtifactSpec (class in mlrun.common.schemas.artifact) ArtifactSpec.Config (class in mlrun.common.schemas.artifact) ArtifactType (class in mlrun) as_df() (mlrun.datastore.CSVTarget method) (mlrun.datastore.DataItem method) (mlrun.datastore.ParquetTarget method) as_step() (mlrun.runtimes.BaseRuntime method) Assert (class in storey.transformations) assume_role_arn (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) async_object (mlrun.serving.QueueStep property) (mlrun.serving.TaskStep property) attributes() (mlrun.datastore.datastore_profile.ConfigProfile method) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource method) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget method) authentication (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) authentication_mode (mlrun.runtimes.nuclio.api_gateway.AccessKeyAuth property) (mlrun.runtimes.nuclio.api_gateway.Authenticator property) (mlrun.runtimes.nuclio.api_gateway.BasicAuth property) authenticationMode (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) Authenticator (class in mlrun.runtimes.nuclio.api_gateway) AUTO (mlrun.common.schemas.alert.ResetPolicy attribute) auto_build (mlrun.common.schemas.common.ImageBuilder attribute) auto_mount() (in module mlrun) AutoMLRun (class in mlrun.frameworks.auto_mlrun.auto_mlrun) B base_image (mlrun.common.schemas.common.ImageBuilder attribute) BaseModelRouter (class in mlrun.serving.routers) BaseRuntime (class in mlrun.runtimes) BaseStep (class in mlrun.serving.states) basic (mlrun.common.schemas.api_gateway.APIGatewayAuthenticationMode attribute) BasicAuth (class in mlrun.runtimes.nuclio.api_gateway) Batch (class in storey.transformations) BatchHttpRequests (class in mlrun.serving.remote) before_log() (mlrun.artifacts.model.ModelArtifact method) (mlrun.artifacts.plots.PlotArtifact method) BigQuerySource (class in mlrun.datastore) BoolPackager (class in mlrun.package.packagers.python_standard_library_packagers) bootstrap_servers (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) brokers (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) bucket (mlrun.datastore.datastore_profile.DatastoreProfileGCS attribute) (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) build (mlrun.projects.ProjectSpec property) build_config() (mlrun.projects.MlrunProject method) (mlrun.runtimes.KubejobRuntime method) build_function() (in module mlrun.projects) (mlrun.projects.MlrunProject method) build_image() (mlrun.projects.MlrunProject method) build_pod (mlrun.common.schemas.common.ImageBuilder attribute) builder_env (mlrun.common.schemas.common.ImageBuilder attribute) BytearrayPackager (class in mlrun.package.packagers.python_standard_library_packagers) BytesPackager (class in mlrun.package.packagers.python_standard_library_packagers) C check_bucket() (mlrun.datastore.datastore_profile.DatastoreProfileGCS class method) (mlrun.datastore.datastore_profile.DatastoreProfileS3 class method) check_container() (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob class method) Choice (class in storey.transformations) classification (mlrun.serving.routers.VotingTypes attribute) clean_build_params() (mlrun.runtimes.BaseRuntime method) clear_children() (mlrun.serving.RouterStep method) clear_object() (mlrun.serving.TaskStep method) clear_packagers_outputs() (mlrun.package.packagers_manager.PackagersManager method) client (mlrun.runtimes.DaskCluster property) client_id (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) client_secret (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) close() (mlrun.feature_store.OnlineVectorService method) (mlrun.runtimes.DaskCluster method) cluster() (mlrun.runtimes.DaskCluster method) code_origin (mlrun.common.schemas.common.ImageBuilder attribute) code_path (mlrun.runtimes.Spark3Runtime attribute) code_script (mlrun.runtimes.Spark3Runtime attribute) code_to_function() (in module mlrun) (in module mlrun.run) codeEntryAttributes (mlrun.common.schemas.common.ImageBuilder attribute) codeEntryType (mlrun.common.schemas.common.ImageBuilder attribute) collect_packagers() (mlrun.package.packagers_manager.PackagersManager method) collection_add() (mlrun.artifacts.document.DocumentArtifact method) collection_remove() (mlrun.artifacts.document.DocumentArtifact method) column_metadata (mlrun.artifacts.dataset.DatasetArtifact property) commands (mlrun.common.schemas.common.ImageBuilder attribute) commit() (mlrun.execution.MLClientCtx method) CONCEPT_DRIFT_DETECTED (mlrun.common.schemas.alert.EventKind attribute) CONCEPT_DRIFT_SUSPECTED (mlrun.common.schemas.alert.EventKind attribute) condition (mlrun.common.schemas.notification.Notification attribute) Config (class in mlrun.config) ConfigProfile (class in mlrun.datastore.datastore_profile) connect() (mlrun.db.httpdb.HTTPRunDB method) connection_string (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) console (mlrun.common.schemas.notification.NotificationKind attribute) container (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) context (mlrun.projects.MlrunProject property) convert_dict_to_json() (mlrun.datastore.datastore_profile.DatastoreProfileGCS class method) cooldown_period (mlrun.common.schemas.alert.AlertNotification attribute) copy() (mlrun.feature_store.RunConfig method) count (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertCriteria attribute) crd_group (mlrun.runtimes.MpiRuntimeV1 attribute) crd_plural (mlrun.runtimes.MpiRuntimeV1 attribute) crd_version (mlrun.runtimes.MpiRuntimeV1 attribute) create_api_gateway() (mlrun.runtimes.ApplicationRuntime method) create_feature_set() (mlrun.db.httpdb.HTTPRunDB method) create_feature_vector() (mlrun.db.httpdb.HTTPRunDB method) create_from_json() (mlrun.datastore.datastore_profile.DatastoreProfile2Json static method) create_graph_server() (in module mlrun.serving) create_hub_source() (mlrun.db.httpdb.HTTPRunDB method) create_model_endpoint() (mlrun.db.httpdb.HTTPRunDB method) create_model_monitoring_alert_configs() (mlrun.projects.MlrunProject method) create_model_monitoring_function() (mlrun.projects.MlrunProject method) create_project() (mlrun.db.httpdb.HTTPRunDB method) create_project_secrets() (mlrun.db.httpdb.HTTPRunDB method) create_remote() (mlrun.projects.MlrunProject method) create_schedule() (mlrun.db.httpdb.HTTPRunDB method) create_topics() (mlrun.datastore.KafkaSource method) create_user_secrets() (mlrun.db.httpdb.HTTPRunDB method) created (mlrun.alerts.alert.AlertConfig property) (mlrun.common.schemas.alert.AlertConfig attribute) credential (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) credentials_path (mlrun.datastore.datastore_profile.DatastoreProfileGCS attribute) criteria (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertTemplate attribute) CSV (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat attribute) (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) CSVSource (class in mlrun.datastore) CSVTarget (class in mlrun.datastore) CurrentOpenWindow (mlrun.feature_store.FixedWindowType attribute) D DaskCluster (class in mlrun.runtimes) DATA_DRIFT_DETECTED (mlrun.common.schemas.alert.EventKind attribute) DATA_DRIFT_SUSPECTED (mlrun.common.schemas.alert.EventKind attribute) data_force (mlrun.common.schemas.artifact.ArtifactsDeletionStrategies attribute) data_optional (mlrun.common.schemas.artifact.ArtifactsDeletionStrategies attribute) DatabricksFileBugFixed (class in mlrun.datastore) DatabricksFileSystemDisableCache (class in mlrun.datastore) DatabricksRuntime (class in mlrun.runtimes) DataDriftClassifier (class in mlrun.model_monitoring.applications.histogram_data_drift) DataItem (class in mlrun.datastore) dataset (mlrun.common.schemas.artifact.ArtifactCategories attribute) DatasetArtifact (class in mlrun.artifacts.dataset) DatasetArtifactSpec (class in mlrun.artifacts.dataset) DataSource (class in mlrun.model) datastore_profile_read() (in module mlrun.datastore.datastore_profile) DatastoreProfile (class in mlrun.datastore.datastore_profile) DatastoreProfile.Config (class in mlrun.datastore.datastore_profile) DatastoreProfile2Json (class in mlrun.datastore.datastore_profile) DatastoreProfileAzureBlob (class in mlrun.datastore.datastore_profile) DatastoreProfileBasic (class in mlrun.datastore.datastore_profile) DatastoreProfileDBFS (class in mlrun.datastore.datastore_profile) DatastoreProfileGCS (class in mlrun.datastore.datastore_profile) DatastoreProfileHdfs (class in mlrun.datastore.datastore_profile) DatastoreProfileKafkaSource (class in mlrun.datastore.datastore_profile) DatastoreProfileKafkaTarget (class in mlrun.datastore.datastore_profile) DatastoreProfileRedis (class in mlrun.datastore.datastore_profile) DatastoreProfileS3 (class in mlrun.datastore.datastore_profile) DatastoreProfileTDEngine (class in mlrun.datastore.datastore_profile) DatastoreProfileV3io (class in mlrun.datastore.datastore_profile) DataTarget (class in mlrun.model) DataTargetBase (class in mlrun.model) DateExtractor (class in mlrun.feature_store.steps) db_key (mlrun.common.schemas.artifact.ArtifactSpec attribute) dbpath (mlrun.config.Config property) DEBUG (mlrun.common.schemas.notification.NotificationSeverity attribute) decode_base64_config_and_load_to_object() (mlrun.config.Config static method) default_function_node_selector (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property) default_image (mlrun.projects.MlrunProject property) (mlrun.runtimes.RemoteSparkRuntime attribute) default_mlrun_image (mlrun.runtimes.Spark3Runtime attribute) DEFAULT_PACKING_ARTIFACT_TYPE (mlrun.package.packagers.default_packager.DefaultPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) default_shape (mlrun.serving.QueueStep attribute) (mlrun.serving.RouterStep attribute) DEFAULT_UNPACKING_ARTIFACT_TYPE (mlrun.package.packagers.default_packager.DefaultPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) DefaultPackager (class in mlrun.package.packagers.default_packager) del_artifact() (mlrun.db.httpdb.HTTPRunDB method) del_artifacts() (mlrun.db.httpdb.HTTPRunDB method) del_run() (mlrun.db.httpdb.HTTPRunDB method) del_runs() (mlrun.db.httpdb.HTTPRunDB method) delete() (mlrun.datastore.DataItem method) (mlrun.datastore.vectorstore.VectorStoreCollection method) delete_alert_config() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) delete_api_gateway() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) (mlrun.runtimes.ApplicationRuntime method) delete_artifact() (mlrun.projects.MlrunProject method) delete_artifacts() (mlrun.datastore.vectorstore.VectorStoreCollection method) delete_artifacts_tags() (mlrun.db.httpdb.HTTPRunDB method) delete_datastore_profile() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) delete_feature_set() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB method) delete_feature_vector() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB method) delete_function() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) delete_hub_source() (mlrun.db.httpdb.HTTPRunDB method) delete_model_endpoint() (mlrun.db.httpdb.HTTPRunDB method) delete_model_monitoring_function() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) delete_objects_tag() (mlrun.db.httpdb.HTTPRunDB method) delete_project() (mlrun.db.httpdb.HTTPRunDB method) delete_project_secrets() (mlrun.db.httpdb.HTTPRunDB method) delete_runtime_resources() (mlrun.db.httpdb.HTTPRunDB method) delete_schedule() (mlrun.db.httpdb.HTTPRunDB method) deploy() (mlrun.model_monitoring.applications.ModelMonitoringApplicationBase class method) (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.RemoteSparkRuntime method) (mlrun.runtimes.ServingRuntime method) (mlrun.runtimes.Spark3Runtime method) deploy_default_image() (mlrun.runtimes.RemoteSparkRuntime class method) (mlrun.runtimes.Spark3Runtime class method) deploy_function() (in module mlrun.projects) (mlrun.projects.MlrunProject method) deploy_ingestion_service() (mlrun.feature_store.FeatureSet method) deploy_nuclio_function() (mlrun.db.httpdb.HTTPRunDB method) deploy_reverse_proxy_image() (mlrun.runtimes.ApplicationRuntime class method) deploy_step() (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.RemoteRuntime method) description (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) (mlrun.projects.MlrunProject property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) df (mlrun.artifacts.dataset.DatasetArtifact property) dict_to_histogram() (mlrun.model_monitoring.applications.MonitoringApplicationContext static method) DictPackager (class in mlrun.package.packagers.python_standard_library_packagers) disable_default_http_trigger() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.RemoteRuntime method) disable_model_monitoring() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) disable_monitoring() (mlrun.runtimes.Spark3Runtime method) disabled (mlrun.common.schemas.alert.AlertsModes attribute) do() (mlrun.feature_store.steps.MLRunStep method) do_event() (mlrun.serving.remote.RemoteStep method) (mlrun.serving.routers.BaseModelRouter method) (mlrun.serving.routers.ParallelRun method) (mlrun.serving.routers.VotingEnsemble method) (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) do_tracking() (mlrun.model_monitoring.applications.histogram_data_drift.HistogramDataDriftApplication method) (mlrun.model_monitoring.applications.ModelMonitoringApplicationBase method) doc() (mlrun.runtimes.BaseRuntime method) document (mlrun.common.schemas.artifact.ArtifactCategories attribute) DocumentArtifact (class in mlrun.artifacts.document) DocumentArtifact.DocumentArtifactSpec (class in mlrun.artifacts.document) DocumentArtifact.DocumentArtifactStatus (class in mlrun.artifacts.document) DocumentLoaderSpec (class in mlrun.artifacts.document) download() (mlrun.datastore.DataItem method) download_object() (in module mlrun.run) DropFeatures (class in mlrun.feature_store.steps) dsn() (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine method) dump_yaml() (mlrun.config.Config method) E enable_default_http_trigger() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.RemoteRuntime method) enable_model_monitoring() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) enabled (mlrun.common.schemas.alert.AlertsModes attribute) end_time (mlrun.datastore.ParquetSource property) endpoint_url (mlrun.datastore.datastore_profile.DatastoreProfileDBFS attribute) (mlrun.datastore.datastore_profile.DatastoreProfileRedis attribute) (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) enrich() (mlrun.runtimes.nuclio.api_gateway.APIGatewaySpec method) enrich_mlrun_names() (mlrun.common.schemas.api_gateway.APIGateway method) enrich_runtime_spec() (mlrun.runtimes.BaseRuntime method) enrich_unmasked_secret_params_from_project_secret() (mlrun.model.Notification method) EnrichmentModelRouter (class in mlrun.serving.routers) EnrichmentVotingEnsemble (class in mlrun.serving.routers) entities (mlrun.common.schemas.alert.AlertConfig attribute) Entity (class in mlrun.feature_store) entity (mlrun.common.schemas.alert.Event attribute) entity_id (mlrun.common.schemas.alert.AlertActivation attribute) entity_kind (mlrun.common.schemas.alert.AlertActivation attribute) err (mlrun.common.schemas.notification.NotificationState attribute) error (mlrun.common.schemas.api_gateway.APIGatewayState attribute) ERROR (mlrun.common.schemas.notification.NotificationSeverity attribute) (mlrun.common.schemas.notification.NotificationStatus attribute) error (mlrun.model.RunObject property) error_handler() (mlrun.serving.states.BaseStep method) ErrorStep (class in mlrun.serving) evaluate() (in module mlrun.frameworks.pytorch) (mlrun.model_monitoring.applications.ModelMonitoringApplicationBase class method) Event (class in mlrun.common.schemas.alert) event_kind (mlrun.common.schemas.alert.AlertActivation attribute) EventEntities (class in mlrun.common.schemas.alert) EventEntityKind (class in mlrun.common.schemas.alert) EventKind (class in mlrun.common.schemas.alert) events (mlrun.common.schemas.alert.AlertTrigger attribute) EvidentlyModelMonitoringApplicationBase (class in mlrun.model_monitoring.applications.evidently) explain (mlrun.serving.routers.OperationTypes attribute) explain() (mlrun.serving.V2ModelServer method) export() (mlrun.projects.MlrunProject method) (mlrun.runtimes.BaseRuntime method) Extend (class in storey.transformations) extra (mlrun.common.schemas.alert.AlertConfig.Config attribute) (mlrun.common.schemas.artifact.ArtifactMetadata.Config attribute) (mlrun.common.schemas.artifact.ArtifactSpec.Config attribute) (mlrun.common.schemas.common.ImageBuilder attribute) (mlrun.common.schemas.common.ImageBuilder.Config attribute) (mlrun.datastore.datastore_profile.DatastoreProfile.Config attribute) extra_args (mlrun.common.schemas.common.ImageBuilder attribute) extra_data (mlrun.common.schemas.artifact.ArtifactSpec attribute) extract_relation_keys() (mlrun.feature_store.FeatureSet method) extract_results_from_response() (mlrun.serving.routers.VotingEnsemble method) (mlrun.serving.VotingEnsemble method) extract_type_hints_from_inputs() (mlrun.model.RunSpec method) F FAILED (mlrun.common.schemas.alert.EventKind attribute) failed (mlrun.common.schemas.notification.NotificationSummary attribute) FEATHER (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) Feature (class in mlrun.feature_store) feature_stats (mlrun.artifacts.model.ModelArtifact property) feature_vector (mlrun.artifacts.model.ModelArtifact property) feature_weights (mlrun.artifacts.model.ModelArtifact property) FeatureSet (class in mlrun.feature_store) FeatureSetProducer (class in mlrun.model) FeatureSetSpec (class in mlrun.feature_store.feature_set) FeatureSetStatus (class in mlrun.feature_store.feature_set) FeaturesetValidator (class in mlrun.feature_store.steps) FeatureVector (class in mlrun.feature_store) Filter (class in storey.transformations) find_existing_attribute() (in module mlrun.datastore.vectorstore) FixedWindowType (class in mlrun.feature_store) FlatMap (class in storey.transformations) Flatten() (in module storey.transformations) FloatPackager (class in mlrun.package.packagers.python_standard_library_packagers) force_api_gateway_ssl_redirect() (mlrun.config.Config method) force_non_anonymous (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) ForEach (class in storey.transformations) framework_to_apply_mlrun() (in module mlrun.frameworks.auto_mlrun.auto_mlrun) framework_to_model_handler() (in module mlrun.frameworks.auto_mlrun.auto_mlrun) from_dict() (mlrun.alerts.alert.AlertConfig class method) (mlrun.config.Config class method) (mlrun.datastore.ParquetSource class method) (mlrun.execution.MLClientCtx class method) (mlrun.model.DataTargetBase class method) (mlrun.model.RunStatus class method) from_dsn() (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine class method) from_image() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.RemoteRuntime method) from_kind() (mlrun.common.schemas.artifact.ArtifactCategories class method) from_scheme() (mlrun.runtimes.nuclio.api_gateway.APIGateway class method) (mlrun.runtimes.nuclio.api_gateway.Authenticator class method) from_str() (mlrun.common.schemas.api_gateway.APIGatewayAuthenticationMode class method) FrozensetPackager (class in mlrun.package.packagers.python_standard_library_packagers) full (mlrun.common.schemas.artifact.ArtifactsFormat attribute) full_image_path() (mlrun.runtimes.BaseRuntime method) fullname (mlrun.feature_store.FeatureSet property) function (mlrun.feature_store.RunConfig property) function_status() (mlrun.db.httpdb.HTTPRunDB method) function_to_module() (in module mlrun.run) functions (mlrun.projects.ProjectSpec property) functionSourceCode (mlrun.common.schemas.common.ImageBuilder attribute) future_clearing_path_list (mlrun.package.packager.Packager attribute) (mlrun.package.packagers.default_packager.DefaultPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) G gcp_credentials (mlrun.datastore.datastore_profile.DatastoreProfileGCS attribute) generate_event() (mlrun.db.httpdb.HTTPRunDB method) generate_runtime_k8s_env() (mlrun.runtimes.BaseRuntime method) generate_secret_key() (mlrun.datastore.datastore_profile.DatastoreProfile static method) get() (mlrun.datastore.DataItem method) (mlrun.datastore.datastore_profile.TemporaryClientDatastoreProfiles method) (mlrun.feature_store.OnlineVectorService method) get_alert_activation() (mlrun.db.httpdb.HTTPRunDB method) get_alert_config() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) get_alert_template() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) get_all_formats() (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat class method) (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat class method) get_api_gateway() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) get_api_path_prefix() (mlrun.db.httpdb.HTTPRunDB static method) get_artifact() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) get_artifact_type() (mlrun.datastore.DataItem method) get_artifact_uri() (mlrun.projects.MlrunProject method) get_background_task() (mlrun.db.httpdb.HTTPRunDB method) get_base_api_url() (mlrun.db.httpdb.HTTPRunDB method) get_body() (mlrun.artifacts.dataset.TableArtifact method) (mlrun.artifacts.plots.PlotArtifact method) (mlrun.artifacts.plots.PlotlyArtifact method) get_build_args() (mlrun.config.Config static method) get_builder_status() (mlrun.db.httpdb.HTTPRunDB method) get_cached_artifact() (mlrun.execution.MLClientCtx method) get_child_context() (mlrun.execution.MLClientCtx method) get_children() (mlrun.serving.RouterStep method) get_code_path() (mlrun.projects.ProjectSpec method) get_config_profile_attributes() (mlrun.projects.MlrunProject method) get_custom_packagers() (mlrun.projects.MlrunProject method) get_dask_options() (mlrun.datastore.ParquetTarget method) get_data_item_local_path() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) get_dataitem() (in module mlrun.run) (mlrun.execution.MLClientCtx method) get_datastore_profile() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) get_default_function_node_selector() (mlrun.config.Config method) get_default_function_pod_requirement_resources() (mlrun.config.Config static method) get_default_function_pod_resources() (mlrun.config.Config method) get_default_function_security_context() (mlrun.config.Config method) get_default_hub_source() (mlrun.config.Config static method) get_default_packing_artifact_type() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) get_default_priority_class_name() (mlrun.runtimes.KubeResource method) get_default_unpacking_artifact_type() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) get_df_stats() (in module mlrun.artifacts.dataset) get_env() (mlrun.runtimes.KubeResource method) get_feature_aliases() (mlrun.feature_store.FeatureVector method) get_feature_set() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB method) get_feature_set_relations() (mlrun.feature_store.FeatureVector method) get_feature_vector() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB method) get_filename_and_handler() (mlrun.runtimes.ApplicationRuntime static method) get_format_handler() (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat class method) (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat class method) get_framework_by_class_name() (in module mlrun.frameworks.auto_mlrun.auto_mlrun) get_framework_by_instance() (in module mlrun.frameworks.auto_mlrun.auto_mlrun) get_full_class_args() (mlrun.serving.TaskStep method) get_function() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) get_function_names() (mlrun.common.schemas.api_gateway.APIGateway method) (mlrun.projects.MlrunProject method) get_function_objects() (mlrun.projects.MlrunProject method) get_hub_asset() (mlrun.db.httpdb.HTTPRunDB method) get_hub_catalog() (mlrun.db.httpdb.HTTPRunDB method) get_hub_item() (mlrun.db.httpdb.HTTPRunDB method) get_hub_source() (mlrun.db.httpdb.HTTPRunDB method) get_input() (mlrun.execution.MLClientCtx method) get_internal_parameters() (mlrun.runtimes.DatabricksRuntime method) get_invoke_url() (mlrun.common.schemas.api_gateway.APIGateway method) get_item_absolute_path() (mlrun.projects.MlrunProject method) get_job_handler() (mlrun.model_monitoring.applications.ModelMonitoringApplicationBase class method) get_json_private() (mlrun.datastore.datastore_profile.DatastoreProfile2Json static method) get_json_public() (mlrun.datastore.datastore_profile.DatastoreProfile2Json static method) get_log() (mlrun.db.httpdb.HTTPRunDB method) get_log_size() (mlrun.db.httpdb.HTTPRunDB method) get_meta() (mlrun.execution.MLClientCtx method) get_metadata() (mlrun.serving.routers.BaseModelRouter method) get_metrics_by_multiple_endpoints() (mlrun.db.httpdb.HTTPRunDB method) get_model() (in module mlrun.artifacts.model) (mlrun.serving.V2ModelServer method) get_model_endpoint() (mlrun.db.httpdb.HTTPRunDB method) get_model_endpoint_monitoring_metrics() (mlrun.db.httpdb.HTTPRunDB method) get_model_monitoring_file_target_path() (mlrun.config.Config method) get_multi_array_formats() (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat class method) get_notifications() (mlrun.execution.MLClientCtx method) get_nuclio_deploy_status() (mlrun.db.httpdb.HTTPRunDB method) get_object() (in module mlrun.run) get_offline_features() (mlrun.feature_store.FeatureVector method) get_online_feature_service() (mlrun.feature_store.FeatureVector method) get_or_create_ctx() (in module mlrun.run) get_or_create_model_endpoint() (in module mlrun.model_monitoring.api) get_or_create_project() (in module mlrun.projects) get_param() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) (mlrun.serving.GraphContext method) (mlrun.serving.V2ModelServer method) get_parsed_igz_version() (mlrun.config.Config static method) get_pipeline() (in module mlrun.run) (mlrun.db.httpdb.HTTPRunDB method) get_preemptible_node_selector() (mlrun.config.Config method) get_preemptible_tolerations() (mlrun.config.Config method) get_project() (mlrun.db.httpdb.HTTPRunDB method) get_project_background_task() (mlrun.db.httpdb.HTTPRunDB method) get_project_object() (mlrun.execution.MLClientCtx method) get_project_param() (mlrun.execution.MLClientCtx method) get_project_summary() (mlrun.db.httpdb.HTTPRunDB method) get_raw_notifications() (mlrun.common.schemas.alert.AlertConfig method) get_remote_endpoint() (mlrun.serving.GraphContext method) get_run_status() (mlrun.projects.MlrunProject method) get_sample_set_statistics() (in module mlrun.model_monitoring.api) get_schedule() (mlrun.db.httpdb.HTTPRunDB method) get_secret() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) (mlrun.serving.GraphContext method) get_secret_or_env() (in module mlrun) get_security_context_enrichment_group_id() (mlrun.config.Config static method) get_single_array_formats() (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat class method) get_source() (mlrun.artifacts.document.DocumentArtifact method) get_spark_options() (mlrun.datastore.CSVSource method) (mlrun.datastore.CSVTarget method) (mlrun.datastore.NoSqlTarget method) (mlrun.datastore.ParquetSource method) (mlrun.datastore.ParquetTarget method) get_stats_table() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) get_status() (mlrun.runtimes.DaskCluster method) get_step_class_object() (mlrun.serving.TaskStep method) get_storage_auto_mount_params() (mlrun.config.Config static method) get_store_resource() (in module mlrun.datastore) (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) get_stream_pusher() (in module mlrun.datastore) get_supported_artifact_types() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) get_table_object() (mlrun.datastore.NoSqlTarget method) get_target_path() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) get_topic() (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource method) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget method) get_url() (mlrun.runtimes.RemoteRuntime method) get_v3io_access_key() (mlrun.config.Config method) get_valid_function_priority_class_names() (mlrun.config.Config static method) get_vector_store_collection() (mlrun.projects.MlrunProject method) get_version() (in module mlrun) get_workflow_id() (mlrun.db.httpdb.HTTPRunDB method) git (mlrun.common.schemas.notification.NotificationKind attribute) gpu_suffix (mlrun.runtimes.Spark3Runtime attribute) gpus() (mlrun.runtimes.Spark3Runtime method) graph (mlrun.feature_store.FeatureSet property) (mlrun.serving.GraphServer property) GraphContext (class in mlrun.serving) GraphServer (class in mlrun.serving) group (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) (mlrun.runtimes.Spark3Runtime attribute) group_by() (mlrun.common.schemas.alert.AlertActivations method) group_key() (mlrun.common.schemas.alert.AlertActivation method) GZ (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat attribute) H H5 (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) handler() (in module mlrun) HandlerRuntime (class in mlrun.runtimes) has_valid_source() (mlrun.feature_store.FeatureSet method) header (mlrun.artifacts.dataset.DatasetArtifact property) HIGH (mlrun.common.schemas.alert.AlertSeverity attribute) HistogramDataDriftApplication (class in mlrun.model_monitoring.applications.histogram_data_drift) host (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) (mlrun.datastore.datastore_profile.DatastoreProfileHdfs attribute) (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine attribute) (mlrun.execution.MLClientCtx property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) HTML (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) http_port (mlrun.datastore.datastore_profile.DatastoreProfileHdfs attribute) HTTPRunDB (class in mlrun.db.httpdb) HttpSource (class in mlrun.datastore) HyperParamOptions (class in mlrun.model) I id (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) ids (mlrun.common.schemas.alert.EventEntities attribute) image (mlrun.common.schemas.common.ImageBuilder attribute) ImageBuilder (class in mlrun.common.schemas.common) ImageBuilder.Config (class in mlrun.common.schemas.common) import_artifact() (mlrun.projects.MlrunProject method) import_function() (in module mlrun) (in module mlrun.run) import_function_to_dict() (in module mlrun.run) Imputer (class in mlrun.feature_store.steps) in_path (mlrun.execution.MLClientCtx property) INACTIVE (mlrun.common.schemas.alert.AlertActiveState attribute) infer (mlrun.serving.routers.OperationTypes attribute) infer_from_df() (mlrun.artifacts.model.ModelArtifact method) INFO (mlrun.common.schemas.notification.NotificationSeverity attribute) ingest() (in module mlrun.feature_store) (mlrun.feature_store.FeatureSet method) init() (mlrun.serving.Model method) init_object() (mlrun.serving.GraphServer method) (mlrun.serving.ModelRunnerStep method) (mlrun.serving.QueueStep method) (mlrun.serving.RouterStep method) (mlrun.serving.TaskStep method) init_pool() (mlrun.serving.routers.ParallelRun static method) init_states() (mlrun.serving.GraphServer method) initial_offset (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) initialize() (mlrun.feature_store.OnlineVectorService method) initialized (mlrun.runtimes.DaskCluster property) inline (mlrun.common.schemas.artifact.ArtifactSpec attribute) inputs (mlrun.artifacts.model.ModelArtifact property) (mlrun.artifacts.model.ModelArtifactSpec property) (mlrun.execution.MLClientCtx property) (mlrun.model.RunSpec property) inputs_type_hints (mlrun.model.RunSpec property) internal_labels() (mlrun.config.Config static method) IntPackager (class in mlrun.package.packagers.python_standard_library_packagers) InvalidMetricValueError InvalidThresholdValueError invoke() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.nuclio.api_gateway.APIGateway method) (mlrun.runtimes.RemoteRuntime method) invoke_schedule() (mlrun.db.httpdb.HTTPRunDB method) invoke_url (mlrun.runtimes.nuclio.api_gateway.APIGateway property) ipython (mlrun.common.schemas.notification.NotificationKind attribute) is_api_running_on_k8s() (mlrun.config.Config method) is_ce_mode() (mlrun.config.Config method) is_connectable_to_df() (mlrun.feature_store.FeatureSet method) is_deployed() (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.LocalRuntime method) (mlrun.runtimes.RemoteSparkRuntime method) (mlrun.runtimes.Spark3Runtime method) is_dir (mlrun.artifacts.model.ModelArtifact property) is_env_exists() (mlrun.runtimes.KubeResource method) is_explicit_ack_enabled() (mlrun.config.Config method) is_failed() (mlrun.model.RunStatus method) is_format_supported() (mlrun.artifacts.dataset.DatasetArtifact static method) is_iterator() (mlrun.datastore.BigQuerySource method) (mlrun.datastore.CSVSource method) is_logging_worker() (mlrun.execution.MLClientCtx method) is_model_monitoring_function() (mlrun.runtimes.BaseRuntime method) is_nuclio_detected() (mlrun.config.Config method) is_offline (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.ParquetTarget attribute) is_online (mlrun.datastore.StreamTarget attribute) is_packable() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) is_pip_ca_configured() (mlrun.config.Config static method) is_preemption_nodes_configured() (mlrun.config.Config method) is_ready() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) is_running_as_api() (in module mlrun.config) is_running_on_iguazio() (mlrun.config.Config static method) is_single_file() (mlrun.datastore.CSVTarget method) (mlrun.datastore.ParquetTarget method) is_table (mlrun.datastore.StreamTarget attribute) is_unpackable() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) is_valid() (mlrun.common.schemas.alert.Event method) items() (mlrun.config.Config method) iter (mlrun.common.schemas.artifact.ArtifactIdentifier attribute) (mlrun.common.schemas.artifact.ArtifactMetadata attribute) iteration (mlrun.execution.MLClientCtx property) J JOB (mlrun.common.schemas.alert.EventEntityKind attribute) join_outputs_and_returns() (mlrun.model.RunSpec static method) JoinWithTable (class in storey.transformations) JSON (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) K KafkaSource (class in mlrun.datastore) key (mlrun.common.schemas.artifact.ArtifactIdentifier attribute) (mlrun.common.schemas.artifact.ArtifactMetadata attribute) (mlrun.datastore.DataItem property) key_from_source() (mlrun.artifacts.document.DocumentArtifact static method) keys() (mlrun.config.Config method) kind (mlrun.artifacts.dataset.DatasetArtifact attribute) (mlrun.artifacts.dataset.TableArtifact attribute) (mlrun.artifacts.document.DocumentArtifact attribute) (mlrun.artifacts.model.ModelArtifact attribute) (mlrun.artifacts.plots.PlotArtifact attribute) (mlrun.artifacts.plots.PlotlyArtifact attribute) (mlrun.common.schemas.alert.Event attribute) (mlrun.common.schemas.alert.EventEntities attribute) (mlrun.common.schemas.api_gateway.APIGatewayUpstream attribute) (mlrun.common.schemas.artifact.Artifact attribute) (mlrun.common.schemas.artifact.ArtifactIdentifier attribute) (mlrun.common.schemas.notification.Notification attribute) (mlrun.common.schemas.notification.NotificationState attribute) (mlrun.datastore.BigQuerySource attribute) (mlrun.datastore.CSVSource attribute) (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.DataItem property) (mlrun.datastore.HttpSource attribute) (mlrun.datastore.KafkaSource attribute) (mlrun.datastore.NoSqlTarget attribute) (mlrun.datastore.ParquetSource attribute) (mlrun.datastore.ParquetTarget attribute) (mlrun.datastore.StreamSource attribute) (mlrun.datastore.StreamTarget attribute) (mlrun.db.httpdb.HTTPRunDB attribute) (mlrun.execution.MLClientCtx attribute) (mlrun.feature_store.Entity attribute) (mlrun.feature_store.FeatureSet attribute) (mlrun.feature_store.FeatureVector attribute) (mlrun.projects.MlrunProject attribute) (mlrun.runtimes.ApplicationRuntime attribute) (mlrun.runtimes.BaseRuntime attribute) (mlrun.runtimes.DaskCluster attribute) (mlrun.runtimes.DatabricksRuntime attribute) (mlrun.runtimes.HandlerRuntime attribute) (mlrun.runtimes.KubejobRuntime attribute) (mlrun.runtimes.KubeResource attribute) (mlrun.runtimes.LocalRuntime attribute) (mlrun.runtimes.RemoteRuntime attribute) (mlrun.runtimes.RemoteSparkRuntime attribute) (mlrun.runtimes.ServingRuntime attribute) (mlrun.runtimes.Spark3Runtime attribute) (mlrun.serving.ErrorStep attribute) (mlrun.serving.GraphServer attribute) (mlrun.serving.ModelRunnerStep attribute) (mlrun.serving.MonitoringApplicationStep attribute) (mlrun.serving.QueueStep attribute) (mlrun.serving.RouterStep attribute) (mlrun.serving.TaskStep attribute) KubejobRuntime (class in mlrun.runtimes) KubeResource (class in mlrun.runtimes) kubernetes (mlrun.common.schemas.secret.SecretProviderName attribute) kwargs (mlrun.artifacts.document.DocumentLoaderSpec attribute) kwargs_private (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) kwargs_public (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) L labels (mlrun.common.schemas.api_gateway.APIGatewayMetadata attribute) (mlrun.common.schemas.common.LabelsModel attribute) (mlrun.execution.MLClientCtx property) LabelsModel (class in mlrun.common.schemas.common) LastClosedWindow (mlrun.feature_store.FixedWindowType attribute) link (mlrun.common.schemas.artifact.ArtifactCategories attribute) link_analysis() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) link_packages() (mlrun.package.packagers_manager.PackagersManager method) list_activations() (mlrun.alerts.alert.AlertConfig method) list_alert_activations() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_alert_templates() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_alerts_configs() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_api_gateways() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_artifact_tags() (mlrun.db.httpdb.HTTPRunDB method) list_artifacts() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_datastore_profiles() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_entities() (mlrun.db.httpdb.HTTPRunDB method) list_entities_v2() (mlrun.db.httpdb.HTTPRunDB method) list_feature_sets() (mlrun.db.httpdb.HTTPRunDB method) list_feature_vectors() (mlrun.db.httpdb.HTTPRunDB method) list_features() (mlrun.db.httpdb.HTTPRunDB method) list_features_v2() (mlrun.db.httpdb.HTTPRunDB method) list_functions() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_hub_sources() (mlrun.db.httpdb.HTTPRunDB method) list_model_endpoints() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_model_monitoring_functions() (mlrun.projects.MlrunProject method) list_models() (mlrun.projects.MlrunProject method) list_pipelines() (in module mlrun.run) (mlrun.db.httpdb.HTTPRunDB method) list_project_background_tasks() (mlrun.db.httpdb.HTTPRunDB method) list_project_secret_keys() (mlrun.db.httpdb.HTTPRunDB method) list_project_secrets() (mlrun.db.httpdb.HTTPRunDB method) list_projects() (mlrun.db.httpdb.HTTPRunDB method) list_runs() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_runtime_resources() (mlrun.db.httpdb.HTTPRunDB method) list_schedules() (mlrun.db.httpdb.HTTPRunDB method) list_valid_priority_class_names() (mlrun.runtimes.KubeResource method) listdir() (mlrun.datastore.DataItem method) ListPackager (class in mlrun.package.packagers.python_standard_library_packagers) load() (mlrun.serving.Model method) (mlrun.serving.V2ModelServer method) load_func_code() (in module mlrun.run) load_model() (mlrun.frameworks.auto_mlrun.auto_mlrun.AutoMLRun static method) load_project() (in module mlrun.projects) (mlrun.db.httpdb.HTTPRunDB method) load_source_on_run (mlrun.common.schemas.common.ImageBuilder attribute) loader_class_name (mlrun.artifacts.document.DocumentLoaderSpec attribute) local() (mlrun.datastore.DataItem method) LocalRuntime (class in mlrun.runtimes) log_artifact() (mlrun.execution.MLClientCtx method) (mlrun.model_monitoring.applications.MonitoringApplicationContext method) (mlrun.projects.MlrunProject method) log_dataset() (mlrun.execution.MLClientCtx method) (mlrun.model_monitoring.applications.MonitoringApplicationContext method) (mlrun.projects.MlrunProject method) log_document() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) log_evidently_object() (mlrun.model_monitoring.applications.evidently.EvidentlyModelMonitoringApplicationBase static method) log_iteration_results() (mlrun.execution.MLClientCtx method) log_level (mlrun.execution.MLClientCtx property) log_model() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) log_project_dashboard() (mlrun.model_monitoring.applications.evidently.EvidentlyModelMonitoringApplicationBase method) log_result() (mlrun.execution.MLClientCtx method) log_results() (mlrun.execution.MLClientCtx method) logged_results() (mlrun.serving.V2ModelServer method) logger (mlrun.execution.MLClientCtx property) logic() (mlrun.serving.routers.VotingEnsemble method) (mlrun.serving.VotingEnsemble method) logs() (mlrun.model.RunObject method) LOW (mlrun.common.schemas.alert.AlertSeverity attribute) lower_case() (mlrun.datastore.datastore_profile.DatastoreProfile class method) ls() (mlrun.datastore.DataItem method) M mail (mlrun.common.schemas.notification.NotificationKind attribute) make_loader() (mlrun.artifacts.document.DocumentLoaderSpec method) MANUAL (mlrun.common.schemas.alert.ResetPolicy attribute) Map (class in storey.transformations) MapClass (class in storey.transformations) MapValues (class in mlrun.feature_store.steps) MapWithState (class in storey.transformations) mark_as_best() (mlrun.execution.MLClientCtx method) mask_sensitive_data_in_config() (mlrun.runtimes.RemoteRuntime method) match_format() (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat class method) (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat class method) max_params_size (mlrun.common.schemas.notification.NotificationLimits attribute) MEDIUM (mlrun.common.schemas.alert.AlertSeverity attribute) merger() (mlrun.serving.routers.ParallelRun method) message (mlrun.common.schemas.notification.Notification attribute) meta (mlrun.datastore.DataItem property) metadata (mlrun.common.schemas.api_gateway.APIGateway attribute) (mlrun.common.schemas.artifact.Artifact attribute) (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.projects.MlrunProject property) (mlrun.runtimes.BaseRuntime property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) METADATA_ARTIFACT_KEY (mlrun.artifacts.document.DocumentArtifact attribute) METADATA_ARTIFACT_PROJECT (mlrun.artifacts.document.DocumentArtifact attribute) METADATA_ARTIFACT_TAG (mlrun.artifacts.document.DocumentArtifact attribute) METADATA_ARTIFACT_TARGET_PATH_KEY (mlrun.artifacts.document.DocumentArtifact attribute) METADATA_CHUNK_KEY (mlrun.artifacts.document.DocumentArtifact attribute) metadata_only (mlrun.common.schemas.artifact.ArtifactsDeletionStrategies attribute) METADATA_ORIGINAL_SOURCE_KEY (mlrun.artifacts.document.DocumentArtifact attribute) METADATA_SOURCE_KEY (mlrun.artifacts.document.DocumentArtifact attribute) metrics (mlrun.artifacts.model.ModelArtifact property) MLClientCtx (class in mlrun.execution) mlrun module mlrun.alerts.alert module mlrun.artifacts.dataset module mlrun.artifacts.document module mlrun.artifacts.model module mlrun.artifacts.plots module mlrun.common.schemas.alert module mlrun.common.schemas.api_gateway module mlrun.common.schemas.artifact module mlrun.common.schemas.common module mlrun.common.schemas.notification module mlrun.config module mlrun.datastore module mlrun.datastore.datastore_profile module mlrun.datastore.vectorstore module mlrun.execution module mlrun.feature_store module mlrun.feature_store.steps module mlrun.frameworks.auto_mlrun.auto_mlrun module mlrun.frameworks.lgbm module mlrun.frameworks.pytorch module mlrun.frameworks.sklearn module mlrun.frameworks.tf_keras module mlrun.frameworks.xgboost module mlrun.model module mlrun.model_monitoring.api module mlrun.model_monitoring.applications.histogram_data_drift module mlrun.package.errors module mlrun.package.packagers.numpy_packagers module mlrun.package.packagers.pandas_packagers module mlrun.package.packagers.python_standard_library_packagers module mlrun.platforms module mlrun.projects module mlrun.run module mlrun.runtimes module mlrun.runtimes.nuclio.api_gateway module mlrun.serving module mlrun.serving.remote module mlrun.serving.routers module MLRunLoader (class in mlrun.artifacts.document) MlrunProject (class in mlrun.projects) MLRunStep (class in mlrun.feature_store.steps) MM_APP_ANOMALY_DETECTED (mlrun.common.schemas.alert.EventKind attribute) MM_APP_ANOMALY_SUSPECTED (mlrun.common.schemas.alert.EventKind attribute) MM_APP_FAILED (mlrun.common.schemas.alert.EventKind attribute) Model (class in mlrun.serving) model (mlrun.common.schemas.artifact.ArtifactCategories attribute) MODEL_ENDPOINT_RESULT (mlrun.common.schemas.alert.EventEntityKind attribute) model_file (mlrun.artifacts.model.ModelArtifact property) MODEL_MONITORING_APPLICATION (mlrun.common.schemas.alert.EventEntityKind attribute) MODEL_PERFORMANCE_DETECTED (mlrun.common.schemas.alert.EventKind attribute) MODEL_PERFORMANCE_SUSPECTED (mlrun.common.schemas.alert.EventKind attribute) model_target_file (mlrun.artifacts.model.ModelArtifact property) ModelArtifact (class in mlrun.artifacts.model) ModelArtifactSpec (class in mlrun.artifacts.model) ModelMonitoringApplicationBase (class in mlrun.model_monitoring.applications) ModelMonitoringApplicationMetric (class in mlrun.model_monitoring.applications) ModelMonitoringApplicationResult (class in mlrun.model_monitoring.applications) ModelRouter (class in mlrun.serving.routers) ModelRunner (class in mlrun.serving) ModelRunnerStep (class in mlrun.serving) ModelSelector (class in mlrun.serving) module mlrun mlrun.alerts.alert mlrun.artifacts.dataset mlrun.artifacts.document mlrun.artifacts.model mlrun.artifacts.plots mlrun.common.schemas.alert mlrun.common.schemas.api_gateway mlrun.common.schemas.artifact mlrun.common.schemas.common mlrun.common.schemas.notification mlrun.config mlrun.datastore mlrun.datastore.datastore_profile mlrun.datastore.vectorstore mlrun.execution mlrun.feature_store mlrun.feature_store.steps mlrun.frameworks.auto_mlrun.auto_mlrun mlrun.frameworks.lgbm mlrun.frameworks.pytorch mlrun.frameworks.sklearn mlrun.frameworks.tf_keras mlrun.frameworks.xgboost mlrun.model mlrun.model_monitoring.api mlrun.model_monitoring.applications.histogram_data_drift mlrun.package.errors mlrun.package.packagers.numpy_packagers mlrun.package.packagers.pandas_packagers mlrun.package.packagers.python_standard_library_packagers mlrun.platforms mlrun.projects mlrun.run mlrun.runtimes mlrun.runtimes.nuclio.api_gateway mlrun.serving mlrun.serving.remote mlrun.serving.routers storey.transformations MonitoringApplicationContext (class in mlrun.model_monitoring.applications) MonitoringApplicationStep (class in mlrun.serving) mount_v3io() (in module mlrun) mountdir (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property) MpiRuntimeV1 (class in mlrun.runtimes) N name (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.api_gateway.APIGatewayMetadata attribute) (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) (mlrun.common.schemas.api_gateway.APIGatewayStatus attribute) (mlrun.common.schemas.notification.Notification attribute) (mlrun.datastore.datastore_profile.DatastoreProfile attribute) (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectMetadata property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) namespace (mlrun.common.schemas.api_gateway.APIGatewayMetadata attribute) new_function() (in module mlrun.run) new_project() (in module mlrun.projects) new_task() (in module mlrun.model) node_selector (mlrun.execution.MLClientCtx property) none (mlrun.common.schemas.api_gateway.APIGatewayAuthenticationMode attribute) (mlrun.common.schemas.api_gateway.APIGatewayState attribute) NoneAuth (class in mlrun.runtimes.nuclio.api_gateway) NonePackager (class in mlrun.package.packagers.python_standard_library_packagers) NoSqlTarget (class in mlrun.datastore) Notification (class in mlrun.common.schemas.notification) (class in mlrun.model) notification (mlrun.common.schemas.alert.AlertNotification attribute) NotificationKind (class in mlrun.common.schemas.notification) NotificationLimits (class in mlrun.common.schemas.notification) notifications (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.notification.SetNotificationRequest attribute) NotificationSeverity (class in mlrun.common.schemas.notification) NotificationState (class in mlrun.common.schemas.notification) NotificationStatus (class in mlrun.common.schemas.notification) NotificationSummary (class in mlrun.common.schemas.notification) notifiers (mlrun.projects.MlrunProject property) NPY (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat attribute) NPZ (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat attribute) nucliofunction (mlrun.common.schemas.api_gateway.APIGatewayUpstream attribute) number_of_events (mlrun.common.schemas.alert.AlertActivation attribute) NumPyNDArrayDictPackager (class in mlrun.package.packagers.numpy_packagers) NumPyNDArrayListPackager (class in mlrun.package.packagers.numpy_packagers) NumPyNDArrayPackager (class in mlrun.package.packagers.numpy_packagers) NumPyNumberPackager (class in mlrun.package.packagers.numpy_packagers) NumPySupportedFormat (class in mlrun.package.packagers.numpy_packagers) O OfflineVectorResponse (class in mlrun.feature_store) OneHotEncoder (class in mlrun.feature_store.steps) OnlineVectorService (class in mlrun.feature_store) open() (mlrun.datastore.DataItem method) OperationTypes (class in mlrun.serving.routers) ORC (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) origin_filename (mlrun.common.schemas.common.ImageBuilder attribute) other (mlrun.common.schemas.artifact.ArtifactCategories attribute) out_path (mlrun.execution.MLClientCtx property) output() (mlrun.model.RunObject method) outputs (mlrun.artifacts.model.ModelArtifact property) (mlrun.artifacts.model.ModelArtifactSpec property) (mlrun.model.RunObject property) (mlrun.model.RunSpec property) P pack() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) (mlrun.package.packagers_manager.PackagersManager method) pack_dataset() (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) pack_file() (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) pack_object() (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) pack_path() (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) pack_result() (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) PACK_SUBCLASSES (mlrun.package.packagers.default_packager.DefaultPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) PACKABLE_OBJECT_TYPE (mlrun.package.packager.Packager attribute) (mlrun.package.packagers.default_packager.DefaultPackager attribute) Packager (class in mlrun.package.packager) PackagersManager (class in mlrun.package.packagers_manager) paginated_api_call() (mlrun.db.httpdb.HTTPRunDB method) paginated_list_activations() (mlrun.alerts.alert.AlertConfig method) paginated_list_alert_activations() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) paginated_list_artifacts() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) paginated_list_functions() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) paginated_list_models() (mlrun.projects.MlrunProject method) paginated_list_runs() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) pagination (mlrun.common.schemas.alert.AlertActivations attribute) PandasDataFramePackager (class in mlrun.package.packagers.pandas_packagers) PandasSeriesPackager (class in mlrun.package.packagers.pandas_packagers) PandasSupportedFormat (class in mlrun.package.packagers.pandas_packagers) ParallelRun (class in mlrun.serving.routers) ParallelRunnerModes (class in mlrun.serving.routers) parameters (mlrun.artifacts.model.ModelArtifact property) (mlrun.execution.MLClientCtx property) params (mlrun.common.schemas.notification.Notification attribute) (mlrun.projects.MlrunProject property) PARQUET (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) ParquetSource (class in mlrun.datastore) ParquetTarget (class in mlrun.datastore) parse_event() (mlrun.serving.routers.BaseModelRouter method) parse_features() (mlrun.feature_store.FeatureVector method) parse_uri() (mlrun.model.RunObject static method) Partition (class in storey.transformations) partitions (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) password (mlrun.common.schemas.api_gateway.APIGatewayBasicAuth attribute) (mlrun.datastore.datastore_profile.DatastoreProfileRedis attribute) (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine attribute) patch_feature_set() (mlrun.db.httpdb.HTTPRunDB method) patch_feature_vector() (mlrun.db.httpdb.HTTPRunDB method) patch_model_endpoint() (mlrun.db.httpdb.HTTPRunDB method) patch_project() (mlrun.db.httpdb.HTTPRunDB method) path (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) PathPackager (class in mlrun.package.packagers.python_standard_library_packagers) PENDING (mlrun.common.schemas.notification.NotificationStatus attribute) percentage (mlrun.common.schemas.api_gateway.APIGatewayUpstream attribute) period (mlrun.common.schemas.alert.AlertCriteria attribute) plot() (mlrun.feature_store.FeatureSet method) (mlrun.runtimes.ServingRuntime method) (mlrun.serving.RouterStep method) PlotArtifact (class in mlrun.artifacts.plots) PlotlyArtifact (class in mlrun.artifacts.plots) plural (mlrun.runtimes.Spark3Runtime attribute) port (mlrun.common.schemas.api_gateway.APIGatewayUpstream attribute) (mlrun.datastore.datastore_profile.DatastoreProfileHdfs attribute) (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine attribute) post_init() (mlrun.serving.remote.BatchHttpRequests method) (mlrun.serving.remote.RemoteStep method) (mlrun.serving.routers.BaseModelRouter method) (mlrun.serving.routers.EnrichmentModelRouter method) (mlrun.serving.routers.EnrichmentVotingEnsemble method) (mlrun.serving.routers.VotingEnsemble method) (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) postprocess() (mlrun.serving.routers.BaseModelRouter method) (mlrun.serving.V2ModelServer method) pprint() (in module mlrun.platforms) pre_deploy_validation() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.RemoteRuntime method) predict (mlrun.serving.routers.OperationTypes attribute) predict() (mlrun.serving.Model method) (mlrun.serving.V2ModelServer method) predict_async() (mlrun.serving.Model method) prepare_image_for_deploy() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.BaseRuntime method) prepare_spark_df() (mlrun.datastore.CSVTarget method) (mlrun.datastore.NoSqlTarget method) (mlrun.datastore.ParquetTarget method) preprocess() (mlrun.serving.routers.BaseModelRouter method) (mlrun.serving.routers.EnrichmentModelRouter method) (mlrun.serving.routers.EnrichmentVotingEnsemble method) (mlrun.serving.V2ModelServer method) preview (mlrun.artifacts.dataset.DatasetArtifact property) preview() (mlrun.feature_store.FeatureSet method) PRIORITY (mlrun.package.packager.Packager attribute) priority (mlrun.package.packager.Packager attribute) PRIORITY (mlrun.package.packagers.default_packager.DefaultPackager attribute) priority (mlrun.package.packagers.default_packager.DefaultPackager attribute) PRIORITY (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) priority (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager attribute) PRIORITY (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) priority (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager attribute) PRIORITY (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) priority (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager attribute) PRIORITY (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) priority (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager attribute) PRIORITY (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) priority (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager attribute) PRIORITY (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) priority (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.BoolPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.BytesPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.DictPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.FloatPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.IntPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.ListPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.NonePackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.PathPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.SetPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.StrPackager attribute) PRIORITY (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) priority (mlrun.package.packagers.python_standard_library_packagers.TuplePackager attribute) private (mlrun.datastore.datastore_profile.ConfigProfile attribute) (mlrun.datastore.datastore_profile.DatastoreProfileBasic attribute) process (mlrun.serving.routers.ParallelRunnerModes attribute) process_paginated_responses() (mlrun.db.httpdb.HTTPRunDB static method) producer_id (mlrun.common.schemas.artifact.ArtifactIdentifier attribute) profile_name (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) project (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.EventEntities attribute) (mlrun.common.schemas.artifact.ArtifactMetadata attribute) (mlrun.execution.MLClientCtx property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) (mlrun.serving.GraphContext property) project_obj (mlrun.serving.GraphContext property) ProjectMetadata (class in mlrun.projects) ProjectSpec (class in mlrun.projects) ProjectStatus (class in mlrun.projects) prometheus_alert (mlrun.common.schemas.alert.AlertTrigger attribute) protocol (mlrun.datastore.DatabricksFileSystemDisableCache attribute) public (mlrun.datastore.datastore_profile.ConfigProfile attribute) (mlrun.datastore.datastore_profile.DatastoreProfileBasic attribute) pull() (mlrun.projects.MlrunProject method) purge_targets() (mlrun.feature_store.FeatureSet method) push() (mlrun.projects.MlrunProject method) push_error() (mlrun.serving.GraphContext method) push_pipeline_notification_kfp_runner() (mlrun.projects.MlrunProject method) push_pipeline_notifications() (mlrun.db.httpdb.HTTPRunDB method) push_run_notifications() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) put() (mlrun.datastore.DataItem method) Q QueryByKey (class in storey.transformations) QueueStep (class in mlrun.serving) R read_artifact() (mlrun.db.httpdb.HTTPRunDB method) read_dataset_as_dataframe() (in module mlrun.model_monitoring.api) read_env() (in module mlrun.config) read_run() (mlrun.db.httpdb.HTTPRunDB method) ready (mlrun.common.schemas.api_gateway.APIGatewayState attribute) reason (mlrun.common.schemas.notification.Notification attribute) record_results() (in module mlrun.model_monitoring.api) refresh() (mlrun.model.RunObject method) refresh_smtp_configuration() (mlrun.db.httpdb.HTTPRunDB method) register_artifacts() (mlrun.projects.MlrunProject method) register_datastore_profile() (mlrun.projects.MlrunProject method) register_temporary_client_datastore_profile() (in module mlrun.datastore.datastore_profile) registry (mlrun.common.schemas.common.ImageBuilder attribute) regression (mlrun.serving.routers.VotingTypes attribute) ReifyMetadata (class in storey.transformations) reload() (mlrun.config.Config static method) (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) (mlrun.projects.MlrunProject method) remote_builder() (mlrun.db.httpdb.HTTPRunDB method) RemoteRuntime (class in mlrun.runtimes) RemoteSparkRuntime (class in mlrun.runtimes) RemoteStep (class in mlrun.serving.remote) remove() (mlrun.datastore.datastore_profile.TemporaryClientDatastoreProfiles method) remove_artifact() (mlrun.projects.ProjectSpec method) remove_custom_packager() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) remove_from_artifact() (mlrun.datastore.vectorstore.VectorStoreCollection method) remove_function() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) remove_local() (mlrun.datastore.DataItem method) remove_model_monitoring_function() (mlrun.projects.MlrunProject method) remove_remote() (mlrun.projects.MlrunProject method) remove_states() (mlrun.runtimes.ServingRuntime method) remove_temporary_client_datastore_profile() (in module mlrun.datastore.datastore_profile) remove_workflow() (mlrun.projects.ProjectSpec method) replace_nuclio_names_with_mlrun_names() (mlrun.common.schemas.api_gateway.APIGateway method) requirements (mlrun.common.schemas.common.ImageBuilder attribute) requires_build() (mlrun.runtimes.BaseRuntime method) reset_alert_config() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) reset_policy (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertTemplate attribute) reset_time (mlrun.common.schemas.alert.AlertActivation attribute) ResetPolicy (class in mlrun.common.schemas.alert) resolve_chief_api_url() (mlrun.config.Config method) resolve_dataframe_target_hash_path() (mlrun.artifacts.dataset.DatasetArtifact method) resolve_default_api_gateway_name() (mlrun.runtimes.ApplicationRuntime method) resolve_runs_monitoring_missing_runtime_resources_debouncing_interval() (mlrun.config.Config method) resolve_ui_url() (mlrun.config.Config static method) respond() (mlrun.serving.TaskStep method) results (mlrun.execution.MLClientCtx property) (mlrun.package.packagers_manager.PackagersManager attribute) RETRIABLE_POST_PATHS (mlrun.db.httpdb.HTTPRunDB attribute) retry_pipeline() (in module mlrun.run) (mlrun.db.httpdb.HTTPRunDB method) returns (mlrun.model.RunSpec property) reverse_proxy_image (mlrun.runtimes.ApplicationRuntime attribute) root_marker (mlrun.datastore.DatabricksFileSystemDisableCache attribute) RouterStep (class in mlrun.serving) routes (mlrun.serving.RouterStep property) run() (mlrun.projects.MlrunProject method) (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.DatabricksRuntime method) (mlrun.serving.GraphServer method) (mlrun.serving.Model method) (mlrun.serving.QueueStep method) (mlrun.serving.TaskStep method) run_async() (mlrun.serving.Model method) run_function() (in module mlrun.projects) (mlrun.projects.MlrunProject method) RunConfig (class in mlrun.feature_store) RunMetadata (class in mlrun.model) RunObject (class in mlrun.model) RunSpec (class in mlrun.model) RunStatus (class in mlrun.model) RunTemplate (class in mlrun.model) S SampleWindow (class in storey.transformations) sas_token (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) sasl_pass (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) sasl_user (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) save() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) (mlrun.projects.MlrunProject method) (mlrun.runtimes.BaseRuntime method) save_to_db() (mlrun.projects.MlrunProject method) save_workflow() (mlrun.projects.MlrunProject method) schema (mlrun.artifacts.dataset.DatasetArtifact property) secret (mlrun.common.schemas.common.ImageBuilder attribute) secret_key (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) secret_params (mlrun.common.schemas.notification.Notification attribute) SecretProviderName (class in mlrun.common.schemas.secret) secrets() (mlrun.datastore.datastore_profile.DatastoreProfile method) (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob method) (mlrun.datastore.datastore_profile.DatastoreProfileDBFS method) (mlrun.datastore.datastore_profile.DatastoreProfileGCS method) (mlrun.datastore.datastore_profile.DatastoreProfileHdfs method) (mlrun.datastore.datastore_profile.DatastoreProfileRedis method) (mlrun.datastore.datastore_profile.DatastoreProfileS3 method) (mlrun.datastore.datastore_profile.DatastoreProfileV3io method) select() (mlrun.serving.ModelSelector method) select_outlets() (storey.transformations.Choice method) select_runnables() (mlrun.serving.ModelRunner method) SendToHttp (class in storey.transformations) SENT (mlrun.common.schemas.notification.NotificationStatus attribute) sent_time (mlrun.common.schemas.notification.Notification attribute) server (mlrun.serving.GraphContext property) ServingRuntime (class in mlrun.runtimes) set_annotation() (mlrun.execution.MLClientCtx method) set_artifact() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) set_categories() (mlrun.runtimes.BaseRuntime method) set_config() (mlrun.runtimes.RemoteRuntime method) set_current_function() (mlrun.serving.GraphServer method) set_db_connection() (mlrun.runtimes.BaseRuntime method) set_default_image() (mlrun.projects.MlrunProject method) set_env() (mlrun.runtimes.KubeResource method) set_env_from_secret() (mlrun.runtimes.KubeResource method) set_environment() (in module mlrun) set_envs() (mlrun.runtimes.KubeResource method) set_error_stream() (mlrun.serving.GraphServer method) set_flow() (mlrun.serving.states.BaseStep method) set_function() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) set_hostname() (mlrun.execution.MLClientCtx method) set_image_pull_configuration() (mlrun.runtimes.KubeResource method) set_internal_application_port() (mlrun.runtimes.ApplicationRuntime method) set_label() (mlrun.execution.MLClientCtx method) (mlrun.model.RunTemplate method) (mlrun.runtimes.BaseRuntime method) set_logger_stream() (mlrun.execution.MLClientCtx method) set_metric() (mlrun.serving.V2ModelServer method) set_model_monitoring_credentials() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) set_model_monitoring_function() (mlrun.projects.MlrunProject method) set_remote() (mlrun.projects.MlrunProject method) set_run_notifications() (mlrun.db.httpdb.HTTPRunDB method) set_schedule_notifications() (mlrun.db.httpdb.HTTPRunDB method) set_secrets() (mlrun.projects.MlrunProject method) set_source() (mlrun.projects.MlrunProject method) set_state() (mlrun.execution.MLClientCtx method) set_state_thresholds() (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubeResource method) (mlrun.runtimes.RemoteRuntime method) set_targets() (mlrun.feature_store.FeatureSet method) set_topology() (mlrun.runtimes.ServingRuntime method) set_tracking() (mlrun.runtimes.ServingRuntime method) set_workflow() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) SetEventMetadata (class in mlrun.feature_store.steps) SetNotificationRequest (class in mlrun.common.schemas.notification) SetPackager (class in mlrun.package.packagers.python_standard_library_packagers) setup() (mlrun.projects.MlrunProject method) severity (mlrun.common.schemas.alert.AlertActivation attribute) (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertTemplate attribute) (mlrun.common.schemas.notification.Notification attribute) show() (mlrun.datastore.DataItem method) (mlrun.model.RunObject method) size (mlrun.common.schemas.artifact.ArtifactSpec attribute) skip_image_enrichment() (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.RemoteRuntime method) slack (mlrun.common.schemas.notification.NotificationKind attribute) sleep() (in module mlrun.platforms) source (mlrun.common.schemas.common.ImageBuilder attribute) (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property) source_code_target_dir (mlrun.common.schemas.common.ImageBuilder attribute) Spark3Runtime (class in mlrun.runtimes) spec (mlrun.artifacts.dataset.DatasetArtifact property) (mlrun.artifacts.dataset.TableArtifact property) (mlrun.artifacts.document.DocumentArtifact property) (mlrun.artifacts.model.ModelArtifact property) (mlrun.common.schemas.api_gateway.APIGateway attribute) (mlrun.common.schemas.artifact.Artifact attribute) (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.projects.MlrunProject property) (mlrun.runtimes.ApplicationRuntime property) (mlrun.runtimes.BaseRuntime property) (mlrun.runtimes.DaskCluster property) (mlrun.runtimes.DatabricksRuntime property) (mlrun.runtimes.KubeResource property) (mlrun.runtimes.MpiRuntimeV1 property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) (mlrun.runtimes.RemoteRuntime property) (mlrun.runtimes.RemoteSparkRuntime property) (mlrun.runtimes.ServingRuntime property) (mlrun.runtimes.Spark3Runtime property) src_name (mlrun.artifacts.document.DocumentLoaderSpec attribute) src_path (mlrun.common.schemas.artifact.ArtifactSpec attribute) start_function() (mlrun.db.httpdb.HTTPRunDB method) start_time (mlrun.datastore.ParquetSource property) stat() (mlrun.datastore.DataItem method) state (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.api_gateway.APIGatewayStatus attribute) (mlrun.execution.MLClientCtx property) state() (mlrun.model.RunObject method) stats (mlrun.artifacts.dataset.DatasetArtifact property) status (mlrun.artifacts.document.DocumentArtifact property) (mlrun.common.schemas.api_gateway.APIGateway attribute) (mlrun.common.schemas.artifact.Artifact attribute) (mlrun.common.schemas.notification.Notification attribute) (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.feature_store.OfflineVectorResponse property) (mlrun.feature_store.OnlineVectorService property) (mlrun.projects.MlrunProject property) (mlrun.runtimes.ApplicationRuntime property) (mlrun.runtimes.BaseRuntime property) (mlrun.runtimes.DaskCluster property) (mlrun.runtimes.nuclio.api_gateway.APIGateway property) (mlrun.runtimes.RemoteRuntime property) StepToDict (class in mlrun.serving.utils) storage_args (mlrun.datastore.DatabricksFileSystemDisableCache attribute) storage_options (mlrun.datastore.DatabricksFileSystemDisableCache attribute) store (mlrun.datastore.DataItem property) store_alert_config() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) store_alert_notifications() (mlrun.db.httpdb.HTTPRunDB method) store_api_gateway() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) store_artifact() (mlrun.db.httpdb.HTTPRunDB method) store_datastore_profile() (mlrun.db.httpdb.HTTPRunDB method) store_feature_set() (mlrun.db.httpdb.HTTPRunDB method) store_feature_vector() (mlrun.db.httpdb.HTTPRunDB method) store_function() (mlrun.db.httpdb.HTTPRunDB method) store_hub_source() (mlrun.db.httpdb.HTTPRunDB method) store_log() (mlrun.db.httpdb.HTTPRunDB method) store_project() (mlrun.db.httpdb.HTTPRunDB method) store_run() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.execution.MLClientCtx method) (mlrun.runtimes.BaseRuntime method) store_run_notifications() (mlrun.db.httpdb.HTTPRunDB method) storey.transformations module StreamSource (class in mlrun.datastore) StreamTarget (class in mlrun.datastore) StrPackager (class in mlrun.package.packagers.python_standard_library_packagers) submit_job() (mlrun.db.httpdb.HTTPRunDB method) submit_pipeline() (mlrun.db.httpdb.HTTPRunDB method) submit_workflow() (mlrun.db.httpdb.HTTPRunDB method) succeeded (mlrun.common.schemas.notification.NotificationSummary attribute) suffix (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.DataItem property) summary (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertTemplate attribute) (mlrun.common.schemas.notification.NotificationState attribute) support_append (mlrun.datastore.ParquetTarget attribute) (mlrun.datastore.StreamTarget attribute) support_dask (mlrun.datastore.ParquetTarget attribute) support_pandas (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.ParquetTarget attribute) support_spark (mlrun.datastore.BigQuerySource attribute) (mlrun.datastore.CSVSource attribute) (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.NoSqlTarget attribute) (mlrun.datastore.ParquetSource attribute) (mlrun.datastore.ParquetTarget attribute) (mlrun.datastore.StreamTarget attribute) support_storey (mlrun.datastore.BigQuerySource attribute) (mlrun.datastore.CSVSource attribute) (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.ParquetSource attribute) (mlrun.datastore.ParquetTarget attribute) (mlrun.datastore.StreamTarget attribute) SUPPORTED_FORMATS (mlrun.artifacts.dataset.DatasetArtifact attribute) sync() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) sync_functions() (mlrun.projects.MlrunProject method) system_generated (mlrun.common.schemas.alert.AlertTemplate attribute) SYSTEM_PERFORMANCE_DETECTED (mlrun.common.schemas.alert.EventKind attribute) SYSTEM_PERFORMANCE_SUSPECTED (mlrun.common.schemas.alert.EventKind attribute) T TableArtifact (class in mlrun.artifacts.dataset) TableArtifactSpec (class in mlrun.artifacts.dataset) tag (mlrun.common.schemas.artifact.ArtifactMetadata attribute) (mlrun.execution.MLClientCtx property) tag_artifacts() (mlrun.db.httpdb.HTTPRunDB method) tag_objects() (mlrun.db.httpdb.HTTPRunDB method) target_path (mlrun.common.schemas.artifact.ArtifactSpec attribute) TargetPathObject (class in mlrun.model) TaskStep (class in mlrun.serving) template_description (mlrun.common.schemas.alert.AlertTemplate attribute) template_id (mlrun.common.schemas.alert.AlertTemplate attribute) template_name (mlrun.common.schemas.alert.AlertTemplate attribute) templates_differ() (mlrun.common.schemas.alert.AlertTemplate method) TemporaryClientDatastoreProfiles (class in mlrun.datastore.datastore_profile) tenant_id (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) test() (mlrun.serving.GraphServer method) thread (mlrun.serving.routers.ParallelRunnerModes attribute) timestamp (mlrun.common.schemas.alert.Event attribute) to() (mlrun.serving.QueueStep method) (mlrun.serving.states.BaseStep method) to_csv() (mlrun.feature_store.OfflineVectorResponse method) to_dataframe() (mlrun.datastore.BigQuerySource method) (mlrun.datastore.CSVSource method) (mlrun.datastore.KafkaSource method) (mlrun.datastore.ParquetSource method) (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) (mlrun.feature_store.OfflineVectorResponse method) to_dict() (mlrun.alerts.alert.AlertConfig method) (mlrun.config.Config method) (mlrun.execution.MLClientCtx method) (mlrun.model_monitoring.applications.ModelMonitoringApplicationMetric method) (mlrun.model_monitoring.applications.ModelMonitoringApplicationResult method) (mlrun.serving.TaskStep method) (mlrun.serving.utils.StepToDict method) to_function() (mlrun.feature_store.RunConfig method) to_job() (mlrun.model_monitoring.applications.ModelMonitoringApplicationBase class method) (mlrun.runtimes.LocalRuntime method) to_json() (mlrun.execution.MLClientCtx method) (mlrun.model.RunObject method) to_kinds_filter() (mlrun.common.schemas.artifact.ArtifactCategories method) to_langchain_documents() (mlrun.artifacts.document.DocumentArtifact method) to_mock_server() (mlrun.runtimes.ServingRuntime method) to_parquet() (mlrun.feature_store.OfflineVectorResponse method) to_qbk_fixed_window_type() (mlrun.feature_store.FixedWindowType method) to_scheme() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) (mlrun.runtimes.nuclio.api_gateway.Authenticator method) (mlrun.runtimes.nuclio.api_gateway.BasicAuth method) to_spark_df() (mlrun.datastore.BigQuerySource method) (mlrun.datastore.CSVSource method) (mlrun.datastore.KafkaSource method) to_step() (mlrun.datastore.CSVSource method) (mlrun.datastore.ParquetSource method) to_yaml() (mlrun.execution.MLClientCtx method) ToDataFrame (class in storey.transformations) token (mlrun.datastore.datastore_profile.DatastoreProfileDBFS attribute) topic (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) topics (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) train() (in module mlrun.frameworks.pytorch) tree (mlrun.common.schemas.artifact.ArtifactMetadata attribute) trigger (mlrun.common.schemas.alert.AlertConfig attribute) (mlrun.common.schemas.alert.AlertTemplate attribute) trigger_migrations() (mlrun.db.httpdb.HTTPRunDB method) try_auto_mount_based_on_config() (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.KubeResource method) TuplePackager (class in mlrun.package.packagers.python_standard_library_packagers) TXT (mlrun.package.packagers.numpy_packagers.NumPySupportedFormat attribute) type (mlrun.datastore.datastore_profile.DatastoreProfile attribute) (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob attribute) (mlrun.datastore.datastore_profile.DatastoreProfileBasic attribute) (mlrun.datastore.datastore_profile.DatastoreProfileDBFS attribute) (mlrun.datastore.datastore_profile.DatastoreProfileGCS attribute) (mlrun.datastore.datastore_profile.DatastoreProfileHdfs attribute) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaSource attribute) (mlrun.datastore.datastore_profile.DatastoreProfileKafkaTarget attribute) (mlrun.datastore.datastore_profile.DatastoreProfileRedis attribute) (mlrun.datastore.datastore_profile.DatastoreProfileS3 attribute) (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine attribute) (mlrun.datastore.datastore_profile.DatastoreProfileV3io attribute) U ui_url (mlrun.model.RunObject property) uid (mlrun.common.schemas.artifact.ArtifactIdentifier attribute) (mlrun.execution.MLClientCtx property) uid() (mlrun.model.RunObject method) unpack() (mlrun.package.packager.Packager method) (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) (mlrun.package.packagers_manager.PackagersManager method) unpack_dataset() (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) unpack_file() (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) unpack_object() (mlrun.package.packagers.default_packager.DefaultPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayDictPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayListPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNDArrayPackager method) (mlrun.package.packagers.numpy_packagers.NumPyNumberPackager method) (mlrun.package.packagers.pandas_packagers.PandasDataFramePackager method) (mlrun.package.packagers.pandas_packagers.PandasSeriesPackager method) (mlrun.package.packagers.python_standard_library_packagers.BoolPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytearrayPackager method) (mlrun.package.packagers.python_standard_library_packagers.BytesPackager method) (mlrun.package.packagers.python_standard_library_packagers.DictPackager method) (mlrun.package.packagers.python_standard_library_packagers.FloatPackager method) (mlrun.package.packagers.python_standard_library_packagers.FrozensetPackager method) (mlrun.package.packagers.python_standard_library_packagers.IntPackager method) (mlrun.package.packagers.python_standard_library_packagers.ListPackager method) (mlrun.package.packagers.python_standard_library_packagers.NonePackager method) (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.SetPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) (mlrun.package.packagers.python_standard_library_packagers.TuplePackager method) unpack_path() (mlrun.package.packagers.python_standard_library_packagers.PathPackager method) (mlrun.package.packagers.python_standard_library_packagers.StrPackager method) unpackaging_instructions (mlrun.common.schemas.artifact.ArtifactSpec attribute) update() (mlrun.config.Config method) update_artifact() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) update_child_iterations() (mlrun.execution.MLClientCtx method) update_dataset_meta() (in module mlrun.artifacts.dataset) update_model() (in module mlrun.artifacts.model) update_model_monitoring_controller() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) update_preview_fields_from_df() (mlrun.artifacts.dataset.DatasetArtifact static method) update_run() (mlrun.db.httpdb.HTTPRunDB method) update_schedule() (mlrun.db.httpdb.HTTPRunDB method) update_targets_for_ingest() (mlrun.feature_store.FeatureSet method) updated (mlrun.alerts.alert.AlertConfig property) (mlrun.common.schemas.alert.AlertConfig attribute) upload() (mlrun.artifacts.dataset.DatasetArtifact method) (mlrun.artifacts.model.ModelArtifact method) (mlrun.datastore.DataItem method) upload_dataframe() (in module mlrun.artifacts.dataset) upstreams (mlrun.common.schemas.api_gateway.APIGatewaySpec attribute) uri (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.runtimes.BaseRuntime property) url (mlrun.datastore.DataItem property) (mlrun.runtimes.ApplicationRuntime property) url() (mlrun.datastore.datastore_profile.DatastoreProfile method) (mlrun.datastore.datastore_profile.DatastoreProfileAzureBlob method) (mlrun.datastore.datastore_profile.DatastoreProfileDBFS method) (mlrun.datastore.datastore_profile.DatastoreProfileGCS method) (mlrun.datastore.datastore_profile.DatastoreProfileHdfs method) (mlrun.datastore.datastore_profile.DatastoreProfileRedis method) (mlrun.datastore.datastore_profile.DatastoreProfileS3 method) (mlrun.datastore.datastore_profile.DatastoreProfileV3io method) url_with_credentials() (mlrun.datastore.datastore_profile.DatastoreProfileRedis method) use_nuclio_mock() (mlrun.config.Config method) user (mlrun.datastore.datastore_profile.DatastoreProfileHdfs attribute) (mlrun.datastore.datastore_profile.DatastoreProfileTDEngine attribute) username (mlrun.common.schemas.api_gateway.APIGatewayBasicAuth attribute) (mlrun.datastore.datastore_profile.DatastoreProfileRedis attribute) V V2ModelServer (class in mlrun.serving) v3io_access_key (mlrun.datastore.datastore_profile.DatastoreProfileV3io attribute) v3io_cred() (in module mlrun) validate() (mlrun.common.schemas.common.LabelsModel class method) (mlrun.runtimes.nuclio.api_gateway.APIGatewaySpec method) (mlrun.serving.routers.VotingEnsemble method) (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) validate_and_enrich_service_account() (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.KubeResource method) validate_extra_data_len() (mlrun.model_monitoring.applications.ModelMonitoringApplicationResult class method) validate_notification_uniqueness() (mlrun.model.Notification static method) validate_object_retentions() (mlrun.config.Config method) validate_project_labels() (mlrun.projects.ProjectMetadata static method) validate_project_name() (mlrun.projects.ProjectMetadata static method) validate_required_fields() (mlrun.alerts.alert.AlertConfig method) validate_steps() (mlrun.feature_store.FeatureSet method) validator (mlrun.feature_store.Feature property) value_dict (mlrun.common.schemas.alert.Event attribute) value_to_status() (mlrun.model_monitoring.applications.histogram_data_drift.DataDriftClassifier method) ValueClassifier (class in mlrun.model_monitoring.applications.histogram_data_drift) values() (mlrun.config.Config method) vault (mlrun.common.schemas.secret.SecretProviderName attribute) VectorStoreCollection (class in mlrun.datastore.vectorstore) VERBOSE (mlrun.common.schemas.notification.NotificationSeverity attribute) verify_authorization() (mlrun.db.httpdb.HTTPRunDB method) verify_security_context_enrichment_mode_is_allowed() (mlrun.config.Config method) version (mlrun.config.Config property) (mlrun.runtimes.Spark3Runtime attribute) viewer (mlrun.common.schemas.artifact.ArtifactSpec attribute) VolumeMount (in module mlrun) VotingEnsemble (class in mlrun.serving) (class in mlrun.serving.routers) VotingTypes (class in mlrun.serving.routers) W wait_for_completion() (mlrun.model.RunObject method) (mlrun.serving.GraphServer method) wait_for_pipeline_completion() (in module mlrun.run) wait_for_readiness() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) wait_for_runs_completion() (in module mlrun.run) waiting_for_provisioning (mlrun.common.schemas.api_gateway.APIGatewayState attribute) warn_on_s3_and_ecr_permissions_conflict() (mlrun.db.httpdb.HTTPRunDB static method) WARNING (mlrun.common.schemas.notification.NotificationSeverity attribute) watch_log() (mlrun.db.httpdb.HTTPRunDB method) watch_stream() (in module mlrun.platforms) webhook (mlrun.common.schemas.notification.NotificationKind attribute) when (mlrun.common.schemas.notification.Notification attribute) with_access_key_auth() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_annotations() (mlrun.runtimes.KubeResource method) (mlrun.runtimes.nuclio.api_gateway.APIGateway method) (mlrun.runtimes.RemoteRuntime method) with_basic_auth() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_canary() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_code() (mlrun.runtimes.BaseRuntime method) with_commands() (mlrun.runtimes.BaseRuntime method) with_cores() (mlrun.runtimes.Spark3Runtime method) with_driver_host_path_volume() (mlrun.runtimes.Spark3Runtime method) with_driver_limits() (mlrun.runtimes.Spark3Runtime method) with_driver_node_selection() (mlrun.runtimes.Spark3Runtime method) with_driver_preemption_mode() (mlrun.runtimes.Spark3Runtime method) with_driver_requests() (mlrun.runtimes.Spark3Runtime method) with_dynamic_allocation() (mlrun.runtimes.Spark3Runtime method) with_entities() (mlrun.alerts.alert.AlertConfig method) with_executor_host_path_volume() (mlrun.runtimes.Spark3Runtime method) with_executor_limits() (mlrun.runtimes.Spark3Runtime method) with_executor_node_selection() (mlrun.runtimes.Spark3Runtime method) with_executor_preemption_mode() (mlrun.runtimes.Spark3Runtime method) with_executor_requests() (mlrun.runtimes.Spark3Runtime method) with_force_ssl_redirect() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_gateway_timeout() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_http() (mlrun.runtimes.RemoteRuntime method) with_hyper_params() (mlrun.model.RunTemplate method) with_igz_spark() (mlrun.runtimes.Spark3Runtime method) with_input() (mlrun.model.RunTemplate method) with_limits() (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubeResource method) (mlrun.runtimes.Spark3Runtime method) with_mlrun (mlrun.common.schemas.common.ImageBuilder attribute) with_node_selection() (mlrun.runtimes.KubeResource method) (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.Spark3Runtime method) with_notifications() (mlrun.alerts.alert.AlertConfig method) with_param_file() (mlrun.model.RunTemplate method) with_params() (mlrun.model.RunTemplate method) with_ports() (mlrun.runtimes.nuclio.api_gateway.APIGateway method) with_preemption_mode() (mlrun.runtimes.KubeResource method) (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.Spark3Runtime method) with_priority_class() (mlrun.runtimes.KubeResource method) (mlrun.runtimes.RemoteRuntime method) with_requests() (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubeResource method) (mlrun.runtimes.Spark3Runtime method) with_requirements() (mlrun.runtimes.BaseRuntime method) with_restart_policy() (mlrun.runtimes.Spark3Runtime method) with_scheduler_limits() (mlrun.runtimes.DaskCluster method) with_scheduler_requests() (mlrun.runtimes.DaskCluster method) with_secret() (mlrun.feature_store.RunConfig method) with_secrets() (mlrun.model.RunTemplate method) (mlrun.projects.MlrunProject method) (mlrun.runtimes.ServingRuntime method) with_security_context() (mlrun.runtimes.KubeResource method) (mlrun.runtimes.RemoteSparkRuntime method) (mlrun.runtimes.Spark3Runtime method) with_service_type() (mlrun.runtimes.RemoteRuntime method) with_sidecar() (mlrun.runtimes.RemoteRuntime method) with_source_archive() (mlrun.runtimes.ApplicationRuntime method) (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.LocalRuntime method) (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.Spark3Runtime method) with_spark_service() (mlrun.runtimes.RemoteSparkRuntime method) with_v3io() (mlrun.runtimes.RemoteRuntime method) with_worker_limits() (mlrun.runtimes.DaskCluster method) with_worker_requests() (mlrun.runtimes.DaskCluster method) workflows (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property) write_monitoring_df() (in module mlrun.model_monitoring.api) writer_step_name (mlrun.datastore.NoSqlTarget attribute) X XLSX (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute) XML (mlrun.package.packagers.pandas_packagers.PandasSupportedFormat attribute)
