Index

A

add_code() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) add_datasources() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) add_envvar() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) add_envvars() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) add_input_dataset() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method)

add_input_featureset() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) add_input_model() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) add_output_dataset() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) add_output_featureset() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) add_output_model() (dkube.sdk.rsrcs.training.DkubeTraining method) AlertActionType (class in dkube.sdk.rsrcs.modelmonitor) AlertClass (class in dkube.sdk.rsrcs.modelmonitor) AlertState (class in dkube.sdk.rsrcs.modelmonitor) archive_deployment() (dkube.sdk.api.DkubeApi method) archive_deployments() (dkube.sdk.api.DkubeApi method)

C

commit_featureset() (dkube.sdk.api.DkubeApi method) configure_clusters() (dkube.sdk.api.DkubeApi method) create_code() (dkube.sdk.api.DkubeApi method) create_dataset() (dkube.sdk.api.DkubeApi method) create_featureset() (dkube.sdk.api.DkubeApi method)

create_model() (dkube.sdk.api.DkubeApi method) create_model_deployment() (dkube.sdk.api.DkubeApi method) create_preprocessing_run() (dkube.sdk.api.DkubeApi method) create_project() (dkube.sdk.api.DkubeApi method) create_test_inference() (dkube.sdk.api.DkubeApi method) create_training_run() (dkube.sdk.api.DkubeApi method)

D

DATASET_SOURCES (dkube.sdk.rsrcs.dataset.DkubeDataset attribute) DatasetClass (class in dkube.sdk.rsrcs.modelmonitor) DatasetFormat (class in dkube.sdk.rsrcs.modelmonitor) delete_cluster() (dkube.sdk.api.DkubeApi method) delete_code() (dkube.sdk.api.DkubeApi method) delete_dataset() (dkube.sdk.api.DkubeApi method) delete_deployment() (dkube.sdk.api.DkubeApi method) delete_deployments() (dkube.sdk.api.DkubeApi method) delete_featureset() (dkube.sdk.api.DkubeApi method) delete_featuresets() (dkube.sdk.api.DkubeApi method) delete_ide() (dkube.sdk.api.DkubeApi method) delete_model() (dkube.sdk.api.DkubeApi method) delete_model_deployment() (dkube.sdk.api.DkubeApi method) delete_modelcatalog_item() (dkube.sdk.api.DkubeApi method) delete_preprocessing_run() (dkube.sdk.api.DkubeApi method) delete_project() (dkube.sdk.api.DkubeApi method) delete_test_inference() (dkube.sdk.api.DkubeApi method) delete_training_run() (dkube.sdk.api.DkubeApi method) disable_execution() (dkube.sdk.rsrcs.training.DkubeTraining method) DISTRIBUTION_OPTS (dkube.sdk.rsrcs.training.DkubeTraining attribute) dkube.sdk.api module dkube.sdk.rsrcs.code module dkube.sdk.rsrcs.dataset module dkube.sdk.rsrcs.featureset module dkube.sdk.rsrcs.ide module

dkube.sdk.rsrcs.model module dkube.sdk.rsrcs.modelmonitor module dkube.sdk.rsrcs.preprocessing module dkube.sdk.rsrcs.project module dkube.sdk.rsrcs.serving module dkube.sdk.rsrcs.training module DKubeAPI module DkubeApi (class in dkube.sdk.api) DkubeCode (class in dkube.sdk.rsrcs.code) DkubeDataset (class in dkube.sdk.rsrcs.dataset) DkubeFeatureSet (class in dkube.sdk.rsrcs.featureset) DkubeIDE (class in dkube.sdk.rsrcs.ide) DkubeModel (class in dkube.sdk.rsrcs.model) DkubeModelmonitor (class in dkube.sdk.rsrcs.modelmonitor) DkubeModelmonitoralert (class in dkube.sdk.rsrcs.modelmonitor) DkubePreprocessing (class in dkube.sdk.rsrcs.preprocessing) DkubeProject (class in dkube.sdk.rsrcs.project) DkubeServing (class in dkube.sdk.rsrcs.serving) DkubeTraining (class in dkube.sdk.rsrcs.training) download_dataset() (dkube.sdk.api.DkubeApi method) download_model() (dkube.sdk.api.DkubeApi method) DriftAlgo (class in dkube.sdk.rsrcs.modelmonitor)

G

get_cluster_details() (dkube.sdk.api.DkubeApi method) get_clusters() (dkube.sdk.api.DkubeApi method) get_code() (dkube.sdk.api.DkubeApi method) get_datascience_capabilities() (dkube.sdk.api.DkubeApi method) get_dataset() (dkube.sdk.api.DkubeApi method) get_dataset_latest_version() (dkube.sdk.api.DkubeApi method) get_dataset_lineage() (dkube.sdk.api.DkubeApi method) get_dataset_version() (dkube.sdk.api.DkubeApi method) get_dataset_versions() (dkube.sdk.api.DkubeApi method) get_deployment() (dkube.sdk.api.DkubeApi method) get_deployment_id() (dkube.sdk.api.DkubeApi method) get_featureset() (dkube.sdk.api.DkubeApi method) get_featurespec() (dkube.sdk.api.DkubeApi method) get_leaderboard() (dkube.sdk.api.DkubeApi method) get_model() (dkube.sdk.api.DkubeApi method) get_model_latest_version() (dkube.sdk.api.DkubeApi method) get_model_lineage() (dkube.sdk.api.DkubeApi method)

get_model_version() (dkube.sdk.api.DkubeApi method) get_model_versions() (dkube.sdk.api.DkubeApi method) get_modelcatalog_item() (dkube.sdk.api.DkubeApi method) get_notebook_capabilities() (dkube.sdk.api.DkubeApi method) get_preprocessing_run() (dkube.sdk.api.DkubeApi method) get_preprocessing_run_lineage() (dkube.sdk.api.DkubeApi method) get_project() (dkube.sdk.api.DkubeApi method) get_project_id() (dkube.sdk.api.DkubeApi method) get_r_capabilities() (dkube.sdk.api.DkubeApi method) get_serving_capabilities() (dkube.sdk.api.DkubeApi method) get_smtp_artifact() (dkube.sdk.api.DkubeApi method) get_test_inference() (dkube.sdk.api.DkubeApi method) get_training_capabilities() (dkube.sdk.api.DkubeApi method) get_training_run() (dkube.sdk.api.DkubeApi method) get_training_run_lineage() (dkube.sdk.api.DkubeApi method) GIT_ACCESS_OPTS (dkube.sdk.rsrcs.code.DkubeCode attribute) (dkube.sdk.rsrcs.dataset.DkubeDataset attribute) (dkube.sdk.rsrcs.model.DkubeModel attribute)

I

import_deployment() (dkube.sdk.api.DkubeApi method)

L

launch_jupyter_ide() (dkube.sdk.api.DkubeApi method) launch_rstudio_ide() (dkube.sdk.api.DkubeApi method) list_cicd_images() (dkube.sdk.api.DkubeApi method) list_code() (dkube.sdk.api.DkubeApi method) list_datasets() (dkube.sdk.api.DkubeApi method) list_deployments() (dkube.sdk.api.DkubeApi method) list_featuresets() (dkube.sdk.api.DkubeApi method)

list_ides() (dkube.sdk.api.DkubeApi method) list_inference_endpoints() (dkube.sdk.api.DkubeApi method) list_model_deployments() (dkube.sdk.api.DkubeApi method) list_models() (dkube.sdk.api.DkubeApi method) list_preprocessing_runs() (dkube.sdk.api.DkubeApi method) list_projects() (dkube.sdk.api.DkubeApi method) list_test_inferences() (dkube.sdk.api.DkubeApi method) list_training_runs() (dkube.sdk.api.DkubeApi method)

M

MODEL_SOURCES (dkube.sdk.rsrcs.model.DkubeModel attribute) modelcatalog() (dkube.sdk.api.DkubeApi method) modelmonitor_add_alert() (dkube.sdk.api.DkubeApi method) modelmonitor_archive() (dkube.sdk.api.DkubeApi method) modelmonitor_create() (dkube.sdk.api.DkubeApi method) modelmonitor_delete() (dkube.sdk.api.DkubeApi method) modelmonitor_delete_alert() (dkube.sdk.api.DkubeApi method) modelmonitor_get() (dkube.sdk.api.DkubeApi method) modelmonitor_get_alertid() (dkube.sdk.api.DkubeApi method) modelmonitor_get_alerts() (dkube.sdk.api.DkubeApi method) modelmonitor_get_id() (dkube.sdk.api.DkubeApi method) modelmonitor_get_metricstemplate() (dkube.sdk.api.DkubeApi method) modelmonitor_list() (dkube.sdk.api.DkubeApi method) modelmonitor_start() (dkube.sdk.api.DkubeApi method) modelmonitor_stop() (dkube.sdk.api.DkubeApi method) modelmonitor_unarchive() (dkube.sdk.api.DkubeApi method) modelmonitor_update() (dkube.sdk.api.DkubeApi method)

modelmonitor_update_alert() (dkube.sdk.api.DkubeApi method) modelmonitor_update_schema() (dkube.sdk.api.DkubeApi method) modelmonitors_delete() (dkube.sdk.api.DkubeApi method) ModelType (class in dkube.sdk.rsrcs.modelmonitor) module dkube.sdk.api dkube.sdk.rsrcs.code dkube.sdk.rsrcs.dataset dkube.sdk.rsrcs.featureset dkube.sdk.rsrcs.ide dkube.sdk.rsrcs.model dkube.sdk.rsrcs.modelmonitor dkube.sdk.rsrcs.preprocessing dkube.sdk.rsrcs.project dkube.sdk.rsrcs.serving dkube.sdk.rsrcs.training DKubeAPI

P

PipelineComponentType (class in dkube.sdk.rsrcs.modelmonitor)

Protocol (class in dkube.sdk.rsrcs.modelmonitor) publish_model() (dkube.sdk.api.DkubeApi method)

R

read_features() (dkube.sdk.rsrcs.featureset.DkubeFeatureSet class method)

read_featureset() (dkube.sdk.api.DkubeApi method) release_model() (dkube.sdk.api.DkubeApi method)

S

SchemaFeatureClass (class in dkube.sdk.rsrcs.modelmonitor) SchemaFeatureType (class in dkube.sdk.rsrcs.modelmonitor) set_active_project() (dkube.sdk.api.DkubeApi method)

set_production_deploy() (dkube.sdk.rsrcs.serving.DkubeServing method) set_transformer() (dkube.sdk.rsrcs.serving.DkubeServing method) SourceTypeDeployment (class in dkube.sdk.rsrcs.modelmonitor) SourceTypePerformance (class in dkube.sdk.rsrcs.modelmonitor)

T

trigger_runs_bycode() (dkube.sdk.api.DkubeApi method)

trigger_runs_bydataset() (dkube.sdk.api.DkubeApi method) trigger_runs_bymodel() (dkube.sdk.api.DkubeApi method)

U

unarchive_deployment() (dkube.sdk.api.DkubeApi method) unarchive_deployments() (dkube.sdk.api.DkubeApi method) update_alert() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitoralert method) update_autoscaling_config() (dkube.sdk.rsrcs.serving.DkubeServing method) update_awss3_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_basic() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.serving.DkubeServing method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_cluster_configuration() (dkube.sdk.api.DkubeApi method) update_config_file() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_container() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_dataset_source() (dkube.sdk.rsrcs.dataset.DkubeDataset method) update_datasources() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_deployment() (dkube.sdk.api.DkubeApi method) update_deployment_metrics() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_deployment_monitoring_details() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_distribution() (dkube.sdk.rsrcs.training.DkubeTraining method) update_drift_monitoring_details() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_envvars() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) update_featurespec_file() (dkube.sdk.rsrcs.featureset.DkubeFeatureSet method) update_gcs_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_git_details() (dkube.sdk.rsrcs.code.DkubeCode method) (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method)

update_group() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_hostpath_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) update_hptuning() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_inference() (dkube.sdk.api.DkubeApi method) update_k8svolume_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_model_source() (dkube.sdk.rsrcs.model.DkubeModel method) update_modelmonitor() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_nfs_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_performance_monitoring_details() (dkube.sdk.rsrcs.modelmonitor.DkubeModelmonitor method) update_project() (dkube.sdk.api.DkubeApi method) update_puburl_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_redshift_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) update_resources() (dkube.sdk.rsrcs.ide.DkubeIDE method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_s3_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) (dkube.sdk.rsrcs.model.DkubeModel method) update_serving_image() (dkube.sdk.rsrcs.serving.DkubeServing method) update_serving_model() (dkube.sdk.rsrcs.serving.DkubeServing method) update_smtp_artifact() (dkube.sdk.api.DkubeApi method) update_sql_details() (dkube.sdk.rsrcs.dataset.DkubeDataset method) update_startupscript() (dkube.sdk.rsrcs.preprocessing.DkubePreprocessing method) (dkube.sdk.rsrcs.training.DkubeTraining method) update_transformer_code() (dkube.sdk.rsrcs.serving.DkubeServing method) update_transformer_image() (dkube.sdk.rsrcs.serving.DkubeServing method) upload_featurespec() (dkube.sdk.api.DkubeApi method) upload_model() (dkube.sdk.api.DkubeApi method)

V

validate_token() (dkube.sdk.api.DkubeApi method)

W

write_features() (dkube.sdk.rsrcs.featureset.DkubeFeatureSet class method)