Index

_

__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.MLRunStep method) (mlrun.feature_store.steps.OneHotEncoder method) (mlrun.feature_store.steps.SetEventMetadata method) (mlrun.serving.remote.BatchHttpRequests method) (mlrun.serving.remote.RemoteStep method)

A

abort_run() (mlrun.db.httpdb.HTTPRunDB method) add_aggregation() (mlrun.feature_store.FeatureSet method) add_child_function() (mlrun.runtimes.ServingRuntime method) add_entity() (mlrun.feature_store.FeatureSet method) add_feature() (mlrun.feature_store.FeatureSet method) add_model() (mlrun.runtimes.ServingRuntime method) add_nuclio_trigger() (mlrun.datastore.HttpSource method) (mlrun.datastore.KafkaSource method) (mlrun.datastore.StreamSource method) add_route() (mlrun.serving.RouterStep method) add_secrets_config_to_spec() (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.ServingRuntime method) add_trigger() (mlrun.runtimes.RemoteRuntime method) add_v3io_stream_trigger() (mlrun.runtimes.RemoteRuntime method) add_volume() (mlrun.runtimes.RemoteRuntime method) add_writer_step() (mlrun.datastore.CSVTarget method) (mlrun.datastore.ParquetTarget method) (mlrun.datastore.StreamTarget method) AggregateByKey (class in storey.transformations) all() (mlrun.run.RunStatuses static method) annotations (mlrun.execution.MLClientCtx property) api_call() (mlrun.db.httpdb.HTTPRunDB method)

apply() (mlrun.feature_store.RunConfig 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) artifact() (mlrun.model.RunObject method) artifact_path (mlrun.projects.MlrunProject property) artifact_subpath() (mlrun.execution.MLClientCtx method) artifact_url (mlrun.datastore.DataItem property) artifacts (mlrun.execution.MLClientCtx property) (mlrun.projects.ProjectSpec property) ArtifactType (class in mlrun) as_df() (mlrun.datastore.CSVTarget method) (mlrun.datastore.DataItem method) (mlrun.datastore.ParquetTarget method) (mlrun.datastore.StreamTarget method) as_step() (mlrun.runtimes.BaseRuntime method) Assert (class in storey.transformations) async_object (mlrun.serving.QueueStep property) (mlrun.serving.TaskStep property) auto_mount() (in module mlrun.platforms) AutoMLRun (class in mlrun.frameworks.auto_mlrun.auto_mlrun)

B

BaseRuntime (class in mlrun.runtimes) Batch (class in storey.transformations) BatchHttpRequests (class in mlrun.serving.remote) BigQuerySource (class in mlrun.datastore) 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)

C

Choice (class in storey.transformations) clean_build_params() (mlrun.runtimes.BaseRuntime method) clear_children() (mlrun.serving.RouterStep method) clear_context() (mlrun.projects.MlrunProject method) clear_object() (mlrun.serving.TaskStep method) client (mlrun.runtimes.DaskCluster property) close() (mlrun.feature_store.OnlineVectorService method) (mlrun.runtimes.DaskCluster method) cluster() (mlrun.runtimes.DaskCluster method) code_to_function() (in module mlrun) (in module mlrun.run) commit() (mlrun.execution.MLClientCtx method) Config (class in mlrun.config) connect() (mlrun.db.httpdb.HTTPRunDB method)

context (mlrun.projects.MlrunProject property) copy() (mlrun.feature_store.RunConfig method) create_feature_set() (mlrun.db.httpdb.HTTPRunDB method) create_feature_vector() (mlrun.db.httpdb.HTTPRunDB 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_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_user_secrets() (mlrun.db.httpdb.HTTPRunDB method) CSVSource (class in mlrun.datastore) CSVTarget (class in mlrun.datastore) CurrentOpenWindow (mlrun.feature_store.FixedWindowType attribute)

D

DaskCluster (class in mlrun.runtimes) DataItem (class in mlrun.datastore) DataSource (class in mlrun.model) DataTarget (class in mlrun.model) DataTargetBase (class in mlrun.model) DateExtractor (class in mlrun.feature_store.steps) dbpath (mlrun.config.Config property) decode_base64_config_and_load_to_object() (mlrun.config.Config static method) default_image (mlrun.projects.MlrunProject property) (mlrun.runtimes.RemoteSparkRuntime attribute) default_shape (mlrun.serving.QueueStep attribute) (mlrun.serving.RouterStep attribute) 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) delete_artifacts_tags() (mlrun.db.httpdb.HTTPRunDB 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) delete_hub_source() (mlrun.db.httpdb.HTTPRunDB method) delete_model_endpoint() (mlrun.db.httpdb.HTTPRunDB 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.runtimes.DaskCluster method) (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.RemoteRuntime method) (mlrun.runtimes.RemoteSparkRuntime method) (mlrun.runtimes.ServingRuntime method) deploy_default_image() (mlrun.runtimes.RemoteSparkRuntime class method) deploy_function() (in module mlrun.projects) (mlrun.projects.MlrunProject method) deploy_ingestion_service() (in module mlrun.feature_store) deploy_step() (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.RemoteRuntime method) description (mlrun.projects.MlrunProject property) do() (mlrun.feature_store.steps.MLRunStep method) do_event() (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) doc() (mlrun.runtimes.BaseRuntime method) download() (mlrun.datastore.DataItem method) download_object() (in module mlrun.run) DropFeatures (class in mlrun.feature_store.steps) dump_yaml() (mlrun.config.Config method)

E

end_time (mlrun.datastore.ParquetSource property) Entity (class in mlrun.feature_store) error (mlrun.run.RunStatuses attribute) ErrorStep (class in mlrun.serving) evaluate() (in module mlrun.frameworks.pytorch)

explain() (mlrun.serving.V2ModelServer method) export() (mlrun.projects.MlrunProject method) (mlrun.runtimes.BaseRuntime method) Extend (class in storey.transformations) extract_results_from_response() (mlrun.serving.VotingEnsemble method) extract_type_hints_from_inputs() (mlrun.model.RunSpec method)

F

failed (mlrun.run.RunStatuses attribute) Feature (class in mlrun.feature_store) 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) FixedWindowType (class in mlrun.feature_store) FlatMap (class in storey.transformations) Flatten() (in module storey.transformations)

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.config.Config class method) (mlrun.execution.MLClientCtx class method) (mlrun.model.DataTargetBase class method) from_image() (mlrun.runtimes.RemoteRuntime method) full_image_path() (mlrun.runtimes.BaseRuntime method) fullname (mlrun.feature_store.FeatureSet property) function (mlrun.feature_store.RunConfig property) function_to_module() (in module mlrun.run) functions (mlrun.projects.ProjectSpec property)

G

get() (mlrun.datastore.DataItem method) (mlrun.feature_store.OnlineVectorService method) get_api_path_prefix() (mlrun.db.httpdb.HTTPRunDB static method) get_artifact() (mlrun.projects.MlrunProject 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_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_dask_options() (mlrun.datastore.ParquetTarget method) get_dataitem() (in module mlrun.run) (mlrun.execution.MLClientCtx 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_feature_aliases() (mlrun.feature_store.FeatureVector method) get_feature_set() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB method) get_feature_vector() (in module mlrun.feature_store) (mlrun.db.httpdb.HTTPRunDB 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.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_hub_url() (mlrun.config.Config static method) get_input() (mlrun.execution.MLClientCtx method) get_item_absolute_path() (mlrun.projects.MlrunProject method) get_log() (mlrun.db.httpdb.HTTPRunDB method) get_meta() (mlrun.execution.MLClientCtx method) get_model() (in module mlrun.artifacts) (mlrun.serving.V2ModelServer method) get_model_endpoint() (mlrun.db.httpdb.HTTPRunDB method) get_model_monitoring_file_target_path() (mlrun.config.Config method) get_object() (in module mlrun.run) get_offline_features() (in module mlrun.feature_store)

get_online_feature_service() (in module mlrun.feature_store) get_or_create_ctx() (in module mlrun.run) 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_param() (mlrun.execution.MLClientCtx method) get_remote_endpoint() (mlrun.serving.GraphContext method) get_run_status() (mlrun.projects.MlrunProject method) 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_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_table_object() (mlrun.datastore.NoSqlTarget method) get_target_path() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector 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_version() (in module mlrun) gpus() (mlrun.runtimes.DaskCluster method) graph (mlrun.feature_store.FeatureSet property) (mlrun.serving.GraphServer property) GraphContext (class in mlrun.serving) GraphServer (class in mlrun.serving)

H

handler() (in module mlrun) (in module mlrun.run) HandlerRuntime (class in mlrun.runtimes)

has_valid_source() (mlrun.feature_store.FeatureSet method) HTTPRunDB (class in mlrun.db.httpdb) HttpSource (class in mlrun.datastore) HyperParamOptions (class in mlrun.model)

I

iguazio_api_url (mlrun.config.Config property) 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) ingest() (in module mlrun.feature_store) init_object() (mlrun.serving.GraphServer method) (mlrun.serving.QueueStep method) (mlrun.serving.RouterStep method) (mlrun.serving.TaskStep method) init_states() (mlrun.serving.GraphServer method) initialize() (mlrun.feature_store.OnlineVectorService method) initialized (mlrun.runtimes.DaskCluster property) inputs (mlrun.execution.MLClientCtx property) (mlrun.model.RunSpec property) inputs_type_hints (mlrun.model.RunSpec property) invoke() (mlrun.runtimes.RemoteRuntime method) invoke_schedule() (mlrun.db.httpdb.HTTPRunDB method)

is_api_running_on_k8s() (mlrun.config.Config method) is_ce_mode() (mlrun.config.Config method) is_deployed() (mlrun.runtimes.BaseRuntime method) (mlrun.runtimes.DaskCluster method) (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.LocalRuntime method) (mlrun.runtimes.RemoteSparkRuntime method) is_iterator() (mlrun.datastore.BigQuerySource method) (mlrun.datastore.CSVSource 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_pip_ca_configured() (mlrun.config.Config static method) is_preemption_nodes_configured() (mlrun.config.Config 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) iteration (mlrun.execution.MLClientCtx property)

J

join_outputs_and_returns() (mlrun.model.RunSpec static method)

JoinWithTable (class in storey.transformations)

K

KafkaSource (class in mlrun.datastore) key (mlrun.datastore.DataItem property) kind (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.BaseRuntime attribute) (mlrun.runtimes.DaskCluster attribute) (mlrun.runtimes.HandlerRuntime attribute) (mlrun.runtimes.KubejobRuntime attribute) (mlrun.runtimes.LocalRuntime attribute) (mlrun.runtimes.RemoteRuntime attribute) (mlrun.runtimes.RemoteSparkRuntime attribute) (mlrun.runtimes.ServingRuntime attribute) (mlrun.serving.ErrorStep attribute) (mlrun.serving.GraphServer attribute) (mlrun.serving.QueueStep attribute) (mlrun.serving.RouterStep attribute) (mlrun.serving.TaskStep attribute)

KubejobRuntime (class in mlrun.runtimes) kubernetes (mlrun.common.schemas.secret.SecretProviderName attribute)

L

labels (mlrun.execution.MLClientCtx property) LastClosedWindow (mlrun.feature_store.FixedWindowType attribute) link_analysis() (mlrun.feature_store.FeatureSet method) (mlrun.feature_store.FeatureVector method) list_artifact_tags() (mlrun.db.httpdb.HTTPRunDB method) list_artifacts() (mlrun.db.httpdb.HTTPRunDB method) (mlrun.projects.MlrunProject method) list_entities() (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_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) list_models() (mlrun.projects.MlrunProject method) list_pipelines() (in module mlrun.run) (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) listdir() (mlrun.datastore.DataItem method) load() (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) local() (mlrun.datastore.DataItem method) LocalRuntime (class in mlrun.runtimes) log_artifact() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) log_dataset() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject method) log_iteration_results() (mlrun.execution.MLClientCtx method) log_level (mlrun.execution.MLClientCtx property) log_metric() (mlrun.execution.MLClientCtx method) log_metrics() (mlrun.execution.MLClientCtx method) log_model() (mlrun.execution.MLClientCtx method) (mlrun.projects.MlrunProject 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.VotingEnsemble method) logs() (mlrun.model.RunObject method) ls() (mlrun.datastore.DataItem method)

M

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) meta (mlrun.datastore.DataItem property) metadata (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.projects.MlrunProject property) (mlrun.runtimes.BaseRuntime property) MLClientCtx (class in mlrun.execution) mlrun module mlrun.artifacts module mlrun.config module mlrun.datastore 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.platforms module mlrun.projects module

mlrun.run module mlrun.runtimes module mlrun.serving module mlrun.serving.remote module MlrunProject (class in mlrun.projects) MLRunStep (class in mlrun.feature_store.steps) module mlrun mlrun.artifacts mlrun.config mlrun.datastore 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.platforms mlrun.projects mlrun.run mlrun.runtimes mlrun.serving mlrun.serving.remote storey.transformations mount_configmap() (in module mlrun.platforms) mount_hostpath() (in module mlrun.platforms) mount_pvc() (in module mlrun.platforms) mount_s3() (in module mlrun.platforms) mount_secret() (in module mlrun.platforms) mount_v3io() (in module mlrun.platforms) mount_v3io_extended() (in module mlrun.platforms) mount_v3io_legacy() (in module mlrun.platforms) mountdir (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property)

N

name (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectMetadata property) new_function() (in module mlrun.run) new_project() (in module mlrun.projects)

new_task() (in module mlrun.model) NoSqlTarget (class in mlrun.datastore) Notification (class in mlrun.model) notifiers (mlrun.projects.MlrunProject property)

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)

out_path (mlrun.execution.MLClientCtx property) output() (mlrun.model.RunObject method) outputs (mlrun.model.RunObject property) (mlrun.model.RunSpec property)

P

parameters (mlrun.execution.MLClientCtx property) params (mlrun.projects.MlrunProject property) ParquetSource (class in mlrun.datastore) ParquetTarget (class in mlrun.datastore) parse_features() (mlrun.feature_store.FeatureVector method) Partition (class in storey.transformations) 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) plot() (mlrun.feature_store.FeatureSet method) (mlrun.runtimes.ServingRuntime method) (mlrun.serving.RouterStep method) post_init() (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) postprocess() (mlrun.serving.V2ModelServer method)

pprint() (in module mlrun.platforms) predict() (mlrun.serving.V2ModelServer method) prepare_image_for_deploy() (mlrun.runtimes.BaseRuntime method) prepare_spark_df() (mlrun.datastore.CSVTarget method) (mlrun.datastore.NoSqlTarget method) preprocess() (mlrun.serving.V2ModelServer method) preview() (in module mlrun.feature_store) project (mlrun.execution.MLClientCtx property) (mlrun.serving.GraphContext property) ProjectMetadata (class in mlrun.projects) ProjectSpec (class in mlrun.projects) ProjectStatus (class in mlrun.projects) pull() (mlrun.projects.MlrunProject method) purge_targets() (mlrun.feature_store.FeatureSet method) push() (mlrun.projects.MlrunProject method) push_error() (mlrun.serving.GraphContext method) put() (mlrun.datastore.DataItem method)

Q

QueueStep (class in mlrun.serving)

R

read_artifact() (mlrun.db.httpdb.HTTPRunDB method) read_env() (in module mlrun.config) read_run() (mlrun.db.httpdb.HTTPRunDB method) refresh() (mlrun.model.RunObject method) register_artifacts() (mlrun.projects.MlrunProject method) 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) remote_start() (mlrun.db.httpdb.HTTPRunDB method) remote_status() (mlrun.db.httpdb.HTTPRunDB method) RemoteRuntime (class in mlrun.runtimes) RemoteSparkRuntime (class in mlrun.runtimes) RemoteStep (class in mlrun.serving.remote) remove_artifact() (mlrun.projects.ProjectSpec method) remove_function() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) remove_local() (mlrun.datastore.DataItem method) remove_states() (mlrun.runtimes.ServingRuntime method) remove_workflow() (mlrun.projects.ProjectSpec method) resolve_chief_api_url() (mlrun.config.Config method) resolve_kfp_url() (mlrun.config.Config 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) returns (mlrun.model.RunSpec property) RouterStep (class in mlrun.serving) routes (mlrun.serving.RouterStep property) run() (mlrun.projects.MlrunProject method) (mlrun.runtimes.BaseRuntime method) (mlrun.serving.GraphServer method) (mlrun.serving.QueueStep method) (mlrun.serving.TaskStep method) run_function() (in module mlrun.projects) (mlrun.projects.MlrunProject method) run_local() (in module mlrun.run) run_pipeline() (in module mlrun.run) RunConfig (class in mlrun.feature_store) RunMetadata (class in mlrun.model) running (mlrun.run.RunStatuses attribute) RunObject (class in mlrun.model) RunSpec (class in mlrun.model) RunStatus (class in mlrun.model) RunStatuses (class in mlrun.run) RunTemplate (class in mlrun.model)

S

SampleWindow (class in storey.transformations) 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) SecretProviderName (class in mlrun.common.schemas.secret) SendToHttp (class in storey.transformations) 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_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_variables() (in module mlrun.platforms) set_environment() (in module mlrun) set_error_stream() (mlrun.serving.GraphServer method) set_function() (mlrun.projects.MlrunProject method) (mlrun.projects.ProjectSpec method) set_hostname() (mlrun.execution.MLClientCtx 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.projects.MlrunProject method) set_secrets() (mlrun.projects.MlrunProject method) set_source() (mlrun.projects.MlrunProject method) set_state() (mlrun.execution.MLClientCtx 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) show() (mlrun.datastore.DataItem method) (mlrun.model.RunObject method) skipped (mlrun.run.RunStatuses attribute) sleep() (in module mlrun.platforms) source (mlrun.projects.MlrunProject property) (mlrun.projects.ProjectSpec property) spec (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.projects.MlrunProject property) (mlrun.runtimes.BaseRuntime property) (mlrun.runtimes.DaskCluster property) (mlrun.runtimes.RemoteRuntime property) (mlrun.runtimes.RemoteSparkRuntime property) (mlrun.runtimes.ServingRuntime property)

stable_statuses() (mlrun.run.RunStatuses static method) start_time (mlrun.datastore.ParquetSource property) stat() (mlrun.datastore.DataItem method) state (mlrun.execution.MLClientCtx property) state() (mlrun.model.RunObject method) status (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.BaseRuntime property) (mlrun.runtimes.DaskCluster property) (mlrun.runtimes.RemoteRuntime property) store (mlrun.datastore.DataItem property) store_artifact() (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) storey.transformations module StreamSource (class in mlrun.datastore) StreamTarget (class in mlrun.datastore) submit_job() (mlrun.db.httpdb.HTTPRunDB method) submit_pipeline() (mlrun.db.httpdb.HTTPRunDB method) succeeded (mlrun.run.RunStatuses attribute) suffix (mlrun.datastore.CSVTarget attribute) (mlrun.datastore.DataItem property) support_append (mlrun.datastore.ParquetTarget attribute) (mlrun.datastore.StreamTarget attribute) support_dask (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) sync_functions() (mlrun.projects.MlrunProject method)

T

tag (mlrun.execution.MLClientCtx property) tag_artifacts() (mlrun.db.httpdb.HTTPRunDB method) tag_objects() (mlrun.db.httpdb.HTTPRunDB method) TargetPathObject (class in mlrun.model) TaskStep (class in mlrun.serving) test() (mlrun.serving.GraphServer 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.config.Config method) (mlrun.execution.MLClientCtx method) (mlrun.model.RunSpec method) (mlrun.runtimes.BaseRuntime method)

to_function() (mlrun.feature_store.RunConfig method) to_job() (mlrun.runtimes.LocalRuntime method) to_json() (mlrun.execution.MLClientCtx 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_spark_df() (mlrun.datastore.BigQuerySource method) (mlrun.datastore.CSVSource method) to_step() (mlrun.datastore.CSVSource method) (mlrun.datastore.ParquetSource method) to_yaml() (mlrun.execution.MLClientCtx method) ToDataFrame (class in storey.transformations) train() (in module mlrun.frameworks.pytorch) transient_statuses() (mlrun.run.RunStatuses static method) trigger_migrations() (mlrun.db.httpdb.HTTPRunDB method) try_auto_mount_based_on_config() (mlrun.runtimes.BaseRuntime method)

U

ui_url (mlrun.model.RunObject property) uid (mlrun.execution.MLClientCtx property) uid() (mlrun.model.RunObject method) update() (mlrun.config.Config method) update_artifact() (mlrun.execution.MLClientCtx method) update_child_iterations() (mlrun.execution.MLClientCtx method) update_model() (in module mlrun.artifacts) update_run() (mlrun.db.httpdb.HTTPRunDB method)

update_schedule() (mlrun.db.httpdb.HTTPRunDB method) update_targets_for_ingest() (mlrun.feature_store.FeatureSet method) upload() (mlrun.datastore.DataItem method) uri (mlrun.feature_store.FeatureSet property) (mlrun.feature_store.FeatureVector property) (mlrun.runtimes.BaseRuntime property) url (mlrun.datastore.DataItem property) use_nuclio_mock() (mlrun.config.Config method)

V

V2ModelServer (class in mlrun.serving) v3io_cred() (in module mlrun.platforms) validate() (mlrun.serving.V2ModelServer method) (mlrun.serving.VotingEnsemble method) validate_and_enrich_service_account() (mlrun.runtimes.BaseRuntime method) validate_project_name() (mlrun.projects.ProjectMetadata static method) validate_steps() (mlrun.feature_store.FeatureSet method)

validator (mlrun.feature_store.Feature property) vault (mlrun.common.schemas.secret.SecretProviderName attribute) verify_authorization() (mlrun.db.httpdb.HTTPRunDB method) verify_base_image() (mlrun.runtimes.BaseRuntime method) verify_security_context_enrichment_mode_is_allowed() (mlrun.config.Config method) version (mlrun.config.Config property) VolumeMount (in module mlrun.platforms) VotingEnsemble (class in mlrun.serving)

W

wait_for_completion() (mlrun.model.RunObject method) (mlrun.serving.GraphServer method) wait_for_pipeline_completion() (in module mlrun.run) wait_for_runs_completion() (in module mlrun.run) watch_log() (mlrun.db.httpdb.HTTPRunDB method) watch_stream() (in module mlrun.platforms) with_annotations() (mlrun.runtimes.RemoteRuntime method) with_code() (mlrun.runtimes.BaseRuntime method) with_commands() (mlrun.runtimes.BaseRuntime method) with_http() (mlrun.runtimes.RemoteRuntime method) with_hyper_params() (mlrun.model.RunTemplate method) with_input() (mlrun.model.RunTemplate method) with_limits() (mlrun.runtimes.DaskCluster method) with_node_selection() (mlrun.runtimes.RemoteRuntime method) with_param_file() (mlrun.model.RunTemplate method) with_params() (mlrun.model.RunTemplate method) with_preemption_mode() (mlrun.runtimes.RemoteRuntime method) with_priority_class() (mlrun.runtimes.RemoteRuntime method) with_requests() (mlrun.runtimes.DaskCluster method)

with_requirements() (mlrun.runtimes.BaseRuntime 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.RemoteSparkRuntime method) with_service_type() (mlrun.runtimes.RemoteRuntime method) with_source_archive() (mlrun.runtimes.KubejobRuntime method) (mlrun.runtimes.LocalRuntime method) (mlrun.runtimes.RemoteRuntime 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) writer_step_name (mlrun.datastore.NoSqlTarget attribute)