Index Symbols | _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U Symbols --access-log unionml-serve command line option --allow-uncommitted unionml-deploy command line option --app-dir unionml-serve command line option --app-version unionml-activate-schedules command line option unionml-deactivate-schedules command line option unionml-fetch-model command line option unionml-fetch-predictions command line option unionml-list-model-versions command line option unionml-list-prediction-ids command line option unionml-list-scheduled-prediction-runs command line option unionml-list-scheduled-training-runs command line option unionml-predict command line option unionml-train command line option --backlog unionml-serve command line option --date-header unionml-serve command line option --env-file unionml-serve command line option --factory unionml-serve command line option --fd unionml-serve command line option --features unionml-predict command line option --forwarded-allow-ips unionml-serve command line option --h11-max-incomplete-event-size unionml-serve command line option --header unionml-serve command line option --host unionml-serve command line option --http unionml-serve command line option --inputs unionml-predict command line option unionml-train command line option --install-completion unionml command line option --interface unionml-serve command line option --kwargs unionml-fetch-model command line option --lifespan unionml-serve command line option --limit unionml-list-model-versions command line option unionml-list-prediction-ids command line option unionml-list-scheduled-prediction-runs command line option unionml-list-scheduled-training-runs command line option --limit-concurrency unionml-serve command line option --limit-max-requests unionml-serve command line option --log-config unionml-serve command line option --log-level unionml-serve command line option --loop unionml-serve command line option --model-path unionml-serve command line option --model-version unionml-fetch-model command line option unionml-predict command line option --name unionml-activate-schedules command line option unionml-deactivate-schedules command line option --no-access-log unionml-serve command line option --no-date-header unionml-serve command line option --no-proxy-headers unionml-serve command line option --no-schedule unionml-deploy command line option --no-server-header unionml-serve command line option --no-use-colors unionml-serve command line option --output-file unionml-fetch-model command line option unionml-fetch-predictions command line option --output-format unionml-fetch-predictions command line option --patch unionml-deploy command line option --port unionml-serve command line option --prediction-id unionml-fetch-predictions command line option --proxy-headers unionml-serve command line option --reload unionml-serve command line option --reload-delay unionml-serve command line option --reload-dir unionml-serve command line option --reload-exclude unionml-serve command line option --reload-include unionml-serve command line option --root-path unionml-serve command line option --schedule unionml-deploy command line option --server-header unionml-serve command line option --show-completion unionml command line option --ssl-ca-certs unionml-serve command line option --ssl-cert-reqs unionml-serve command line option --ssl-certfile unionml-serve command line option --ssl-ciphers unionml-serve command line option --ssl-keyfile unionml-serve command line option --ssl-keyfile-password unionml-serve command line option --ssl-version unionml-serve command line option --template unionml-init command line option --timeout-keep-alive unionml-serve command line option --uds unionml-serve command line option --use-colors unionml-serve command line option --version unionml-serve command line option --wait unionml-predict command line option unionml-train command line option --workers unionml-serve command line option --ws unionml-serve command line option --ws-max-size unionml-serve command line option --ws-per-message-deflate unionml-serve command line option --ws-ping-interval unionml-serve command line option --ws-ping-timeout unionml-serve command line option -f unionml-fetch-predictions command line option unionml-predict command line option -i unionml-predict command line option unionml-train command line option -m unionml-fetch-model command line option unionml-fetch-predictions command line option unionml-predict command line option -o unionml-fetch-model command line option unionml-fetch-predictions command line option -t unionml-init command line option -v unionml-activate-schedules command line option unionml-deactivate-schedules command line option unionml-fetch-model command line option unionml-fetch-predictions command line option unionml-list-model-versions command line option unionml-list-prediction-ids command line option unionml-list-scheduled-prediction-runs command line option unionml-list-scheduled-training-runs command line option unionml-predict command line option unionml-train command line option -w unionml-predict command line option unionml-train command line option _ _default_loader() (unionml.model.Model method) _default_saver() (unionml.model.Model method) A activate_on_deploy (unionml.schedule.Schedule attribute) add_predictor_schedule() (unionml.model.Model method) add_trainer_schedule() (unionml.model.Model method) APP unionml-activate-schedules command line option unionml-deactivate-schedules command line option unionml-deploy command line option unionml-fetch-model command line option unionml-fetch-predictions command line option unionml-list-model-versions command line option unionml-list-prediction-ids command line option unionml-list-scheduled-prediction-runs command line option unionml-list-scheduled-training-runs command line option unionml-predict command line option unionml-serve command line option unionml-train command line option APP_NAME unionml-init command line option artifact (unionml.model.Model property) B BaseHyperparameters (class in unionml.model) BentoMLService (class in unionml.services.bentoml) C config_file (unionml.model.Model property) configure() (unionml.services.bentoml.BentoMLService method) create_runnable() (in module unionml.services.bentoml) create_scheduled_launchplan() (in module unionml.schedule) create_service() (in module unionml.services.bentoml) D Dataset (class in unionml.dataset) dataset (unionml.model.Model property) dataset_datatype (unionml.dataset.Dataset property) dataset_datatype_source (unionml.dataset.Dataset property) dataset_task() (unionml.dataset.Dataset method) dockerfile (unionml.model.Model property) E evaluator() (unionml.model.Model method) expression (unionml.schedule.Schedule attribute) F feature_loader() (unionml.dataset.Dataset method) feature_transformer() (unionml.dataset.Dataset method) feature_type (unionml.dataset.Dataset property) FeatureTypeUnion (class in unionml.dataset) fixed_rate (unionml.schedule.Schedule attribute) from_sqlalchemy_task() (unionml.dataset.Dataset class method) from_sqlite_task() (unionml.dataset.Dataset class method) G get_data() (unionml.dataset.Dataset method) get_features() (unionml.dataset.Dataset method) H hyperparameter_type (unionml.model.Model property) hyperparameters (unionml.model.ModelArtifact attribute) I infer_feature_io_descriptor() (in module unionml.services.bentoml) infer_io_descriptor() (in module unionml.services.bentoml) infer_output_io_descriptor() (in module unionml.services.bentoml) init() (unionml.model.Model method) inputs (unionml.schedule.Schedule attribute) IO_DESCRIPTOR_MAPPING (unionml.services.bentoml.BentoMLService attribute) L launchplan_kwargs (unionml.schedule.Schedule attribute) load() (unionml.model.Model method) load_from_env() (unionml.model.Model method) load_model() (unionml.services.bentoml.BentoMLService method) LOADER (unionml.dataset.ReaderReturnTypeSource attribute) loader() (unionml.dataset.Dataset method) (unionml.model.Model method) loader_kwargs_type (unionml.dataset.Dataset property) M metrics (unionml.model.ModelArtifact attribute) Model (class in unionml.model) model (unionml.services.bentoml.BentoMLService property) model_object (unionml.model.ModelArtifact attribute) ModelArtifact (class in unionml.model) ModelArtifactNotFound module unionml.dataset unionml.exceptions unionml.model unionml.schedule unionml.services.bentoml N name (unionml.schedule.Schedule attribute) (unionml.services.bentoml.BentoMLService property) O offset (unionml.schedule.Schedule attribute) P parser() (unionml.dataset.Dataset method) parser_kwargs (unionml.dataset.Dataset property) parser_kwargs_type (unionml.dataset.Dataset property) parser_return_types (unionml.dataset.Dataset property) predict() (unionml.model.Model method) predict_from_features_task() (unionml.model.Model method) predict_from_features_workflow() (unionml.model.Model method) predict_from_features_workflow_name (unionml.model.Model property) predict_task() (unionml.model.Model method) predict_workflow() (unionml.model.Model method) predict_workflow_name (unionml.model.Model property) prediction_schedule_names (unionml.model.Model property) prediction_schedules (unionml.model.Model property) predictor (unionml.schedule.ScheduleType attribute) predictor() (unionml.model.Model method) R READER (unionml.dataset.ReaderReturnTypeSource attribute) reader() (unionml.dataset.Dataset method) reader_input_types (unionml.dataset.Dataset property) ReaderReturnTypeSource (class in unionml.dataset) registry (unionml.model.Model property) remote() (unionml.model.Model method) remote_activate_schedules() (unionml.model.Model method) remote_deactivate_schedules() (unionml.model.Model method) remote_deploy() (unionml.model.Model method) remote_fetch_model() (unionml.model.Model method) remote_fetch_predictions() (unionml.model.Model method) remote_list_model_versions() (unionml.model.Model method) remote_list_prediction_ids() (unionml.model.Model method) remote_list_scheduled_prediction_runs() (unionml.model.Model method) remote_list_scheduled_training_runs() (unionml.model.Model method) remote_load() (unionml.model.Model method) remote_predict() (unionml.model.Model method) remote_train() (unionml.model.Model method) remote_wait() (unionml.model.Model method) resolve_model_artifact() (unionml.model.Model method) S save() (unionml.model.Model method) save_model() (unionml.services.bentoml.BentoMLService method) saver() (unionml.model.Model method) Schedule (class in unionml.schedule) SCHEDULE_NAME unionml-list-scheduled-prediction-runs command line option unionml-list-scheduled-training-runs command line option schedule_prediction() (unionml.model.Model method) schedule_training() (unionml.model.Model method) ScheduleType (class in unionml.schedule) serve() (unionml.model.Model method) ServiceNotConfigured splitter() (unionml.dataset.Dataset method) splitter_kwargs (unionml.dataset.Dataset property) splitter_kwargs_type (unionml.dataset.Dataset property) svc (unionml.services.bentoml.BentoMLService property) T time_arg (unionml.schedule.Schedule attribute) train() (unionml.model.Model method) train_task() (unionml.model.Model method) train_workflow() (unionml.model.Model method) train_workflow_name (unionml.model.Model property) trainer (unionml.schedule.ScheduleType attribute) trainer() (unionml.model.Model method) trainer_params (unionml.model.Model property) training_schedule_names (unionml.model.Model property) training_schedules (unionml.model.Model property) type (unionml.schedule.Schedule attribute) U unionml command line option --install-completion --show-completion unionml-activate-schedules command line option --app-version --name -v APP unionml-deactivate-schedules command line option --app-version --name -v APP unionml-deploy command line option --allow-uncommitted --no-schedule --patch --schedule APP unionml-fetch-model command line option --app-version --kwargs --model-version --output-file -m -o -v APP unionml-fetch-predictions command line option --app-version --output-file --output-format --prediction-id -f -m -o -v APP unionml-init command line option --template -t APP_NAME unionml-list-model-versions command line option --app-version --limit -v APP unionml-list-prediction-ids command line option --app-version --limit -v APP unionml-list-scheduled-prediction-runs command line option --app-version --limit -v APP SCHEDULE_NAME unionml-list-scheduled-training-runs command line option --app-version --limit -v APP SCHEDULE_NAME unionml-predict command line option --app-version --features --inputs --model-version --wait -f -i -m -v -w APP unionml-serve command line option --access-log --app-dir --backlog --date-header --env-file --factory --fd --forwarded-allow-ips --h11-max-incomplete-event-size --header --host --http --interface --lifespan --limit-concurrency --limit-max-requests --log-config --log-level --loop --model-path --no-access-log --no-date-header --no-proxy-headers --no-server-header --no-use-colors --port --proxy-headers --reload --reload-delay --reload-dir --reload-exclude --reload-include --root-path --server-header --ssl-ca-certs --ssl-cert-reqs --ssl-certfile --ssl-ciphers --ssl-keyfile --ssl-keyfile-password --ssl-version --timeout-keep-alive --uds --use-colors --version --workers --ws --ws-max-size --ws-per-message-deflate --ws-ping-interval --ws-ping-timeout APP unionml-train command line option --app-version --inputs --wait -i -v -w APP unionml.dataset module unionml.exceptions module unionml.model module unionml.schedule module unionml.services.bentoml module