Index

_

__add__() (caikit.core.data_model.DataStream method) (caikit.core.data_model.producer.ProducerId method) (caikit.core.data_model.ProducerId method) (caikit.core.data_model.streams.data_stream.DataStream method) (caikit.interfaces.common.data_model.ProducerId method) __call__ (caikit.core.exceptions.error_handler.ErrorHandler attribute) __call__() (caikit.runtime.trace._NoOpProxy method) __canceled (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) __commit_id__ (in module caikit._version) __decrement_model_count_metric() (caikit.runtime.model_management.model_manager.ModelManager static method) __del__() (caikit.core.model_management.local_job_predictor.LocalJobPredictor method) (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) (caikit.runtime.metrics.rpc_meter.RPCMeter method) (caikit.runtime.model_management.batcher.Batcher method) __destroyed (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __doc__ (caikit.core.model_management.job_predictor_base.JobPredictorBase attribute) (caikit.core.model_management.JobPredictorBase attribute) (caikit.core.model_management.local_job_predictor.LocalJobPredictor attribute) (caikit.core.model_management.local_model_finder.LocalModelFinder attribute) (caikit.core.model_management.local_model_initializer.LocalModelInitializer attribute) (caikit.core.model_management.local_model_trainer.LocalModelTrainer attribute) (caikit.core.model_management.model_finder_base.ModelFinderBase attribute) (caikit.core.model_management.model_initializer_base.ModelInitializerBase attribute) (caikit.core.model_management.model_trainer_base.ModelTrainerBase attribute) (caikit.core.model_management.ModelFinderBase attribute) (caikit.core.model_management.ModelInitializerBase attribute) (caikit.core.model_management.ModelTrainerBase attribute) (caikit.core.model_management.multi_model_finder.MultiModelFinder attribute) (caikit.core.model_management.multi_model_initializer.MultiModelInitializer attribute) (caikit.core.toolkit.concurrency.destroyable.Destroyable attribute) (caikit.core.toolkit.reversible_hasher.ReversibleHasher attribute) (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer attribute) (caikit.runtime.client.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelInitializer attribute) (caikit.runtime.model_management.batcher.Batcher attribute) (caikit.runtime.model_management.loaded_model.LoadedModel attribute) (caikit.runtime.server_base.RuntimeServerBase attribute) (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl attribute) __enter__() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) (caikit.core.toolkit.wip_decorator.TempDisableWIP method) (caikit.runtime.grpc_server.RuntimeGRPCServer method) (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.server_base.RuntimeServerBase method) (caikit.runtime.trace._NoOpProxy method) (caikit.runtime.work_management.abortable_context.AbortableContext method) __eq__() (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) (caikit.interfaces.ts.data_model.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries.TimeSeries method) __exception (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __exit__() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) (caikit.core.toolkit.wip_decorator.TempDisableWIP method) (caikit.runtime.grpc_server.RuntimeGRPCServer method) (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.server_base.RuntimeServerBase method) (caikit.runtime.trace._NoOpProxy method) (caikit.runtime.work_management.abortable_context.AbortableContext method) __get_directory_size() (caikit.runtime.model_management.directory_model_sizer.DirectoryModelSizer method) __get_id() (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread method) __getattr__() (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper method) (caikit.core.registries._AttrAccessBackendDict method) (caikit.interfaces.ts.data_model.toolkit.optional_dependencies.LazyModule method) (caikit.runtime.trace._NoOpProxy method) (caikit.runtime.utils.import_util.UnifiedDataModel method) (caikit.runtime.utils.servicer_util.ServicePackageStreamWrapper method) (in module caikit.core.module_backends.backend_types) __getitem__() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) __getstate__() (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper method) (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler method) (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase method) (caikit.runtime.utils.servicer_util.ServicePackageStreamWrapper method) __increment_load_model_exception_count_metric() (caikit.runtime.model_management.model_manager.ModelManager static method) __increment_model_count_metric() (caikit.runtime.model_management.model_manager.ModelManager static method) __instance (caikit.runtime.model_management.model_manager.ModelManager attribute) __iter__() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) __len__() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) (caikit.interfaces.ts.data_model.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries.TimeSeries method) __model_size_gauge_lock (caikit.runtime.model_management.model_manager.ModelManager attribute) __name (caikit.interfaces.ts.data_model.toolkit.optional_dependencies.LazyModule attribute) __or__() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) __package (caikit.interfaces.ts.data_model.toolkit.optional_dependencies.LazyModule attribute) __post_init__() (caikit.interfaces.common.data_model.ConnectionInfo method) (caikit.interfaces.common.data_model.ConnectionTlsInfo method) (caikit.interfaces.common.data_model.ListOfVector1D method) (caikit.interfaces.common.data_model.remote.ConnectionInfo method) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo method) (caikit.interfaces.common.data_model.Vector1D method) (caikit.interfaces.common.data_model.vectors.ListOfVector1D method) (caikit.interfaces.common.data_model.vectors.Vector1D method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence method) __raise() (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread method) __ran (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __reduce__() (caikit.runtime.types.caikit_runtime_exception.CaikitRuntimeException method) __report_total_model_size_metric() (caikit.runtime.model_management.model_manager.ModelManager method) __repr__() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) __result (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) __rpc_terminated() (caikit.runtime.work_management.rpc_aborter.RpcAborter method) __runnable_exception (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __runnable_result (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __setattr__() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) (caikit.core.modules.meta._ModuleBaseMeta method) (caikit.runtime.utils.servicer_util.ServicePackageStreamWrapper method) __setstate__() (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper method) (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler method) (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase method) (caikit.runtime.utils.servicer_util.ServicePackageStreamWrapper method) __singleton_lock (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) __started (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __threw (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) __version__ (in module caikit) (in module caikit._version) (in module caikit.version) __version_tuple__ (in module caikit._version) __wrapped_module (caikit.interfaces.ts.data_model.toolkit.optional_dependencies.LazyModule attribute) _add_prediction_job_management_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _add_prediction_job_unary_input_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _add_signal_handler() (caikit.runtime.server_base.RuntimeServerBase static method) _add_unary_input_stream_output_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _add_unary_input_unary_output_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _arg_match_expression (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler attribute) _as_pandas_ops() (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) _attempt_to_listify() (caikit.core.data_model.streams.csv_column_formatter.CSVColumnFormatter static method) _AttrAccessBackendDict (class in caikit.core.registries) _augment() (caikit.core.augmentors.merged_augmentor.MergedAugmentor method) (caikit.core.augmentors.MergedAugmentor method) _augmentors (caikit.core.augmentors.SchemeBase attribute) (caikit.core.augmentors.schemes.base.SchemeBase attribute) (caikit.core.augmentors.schemes.SchemeBase attribute) _AUTO_GEN_PROTO_CLASSES (in module caikit.core.data_model.dataobject) _backend (caikit.interfaces.vision.data_model.Image attribute) (caikit.interfaces.vision.data_model.image.Image attribute) _BACKEND_ATTR (caikit.core.data_model.base._DataBaseMetaClass attribute) _backends (caikit.core.model_management.local_model_initializer.LocalModelInitializer attribute) _batch_collect_delay_s (caikit.runtime.model_management.batcher.Batcher attribute) _batch_size (caikit.runtime.model_management.batcher.Batcher attribute) _batch_thread (caikit.runtime.model_management.batcher.Batcher attribute) _batch_thread_run() (caikit.runtime.model_management.batcher.Batcher method) _batch_thread_start_lock (caikit.runtime.model_management.batcher.Batcher attribute) _bind_model_management_routes() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _bind_routes() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _bind_training_management_routes() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _build_args_for_default_run_with_batch() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _build_caikit_library_request_stream() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) _build_kwargs_for_default_run_with_batch() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _build_pool() (caikit.runtime.server_base.ServerThreadPool static method) _caikit_model_future (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _caikit_model_future_factory (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _cancel_prediction_job() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _cancel_training() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _channel_lock (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _CHARSET (in module caikit.core.toolkit.reversible_hasher) _check_backwards_compatibility() (caikit.runtime.service_factory.ServicePackageFactory static method) _check_initialization() (caikit.interfaces.vision.data_model.Image method) (caikit.interfaces.vision.data_model.image.Image method) _clean_schema_path() (in module caikit.runtime.http_server.utils) _coerce_from_bytes() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend static method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend static method) _coerce_from_numpy() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend static method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend static method) _coerce_from_path() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend class method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend class method) _col_name (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _completion_event (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) _completion_time (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) _conditionally_convert_dataobject() (in module caikit.runtime.http_server.pydantic_wrapper) _config (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin attribute) _CONFIG (in module caikit.config.config) _CONFIG_TYPE (in module caikit.config.config) _configure_backend_overrides() (caikit.core.model_management.local_model_initializer.LocalModelInitializer static method) _conn_channel (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _connection (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _connection_template (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelFinder attribute) _connections (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelFinder attribute) _context_arg (caikit.core.signature_parsing.CaikitMethodSignature attribute) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature attribute) _context_thread_map (caikit.runtime.work_management.abortable_context.ThreadInterrupter attribute) _CONTEXT_TRACER_ATTR (in module caikit.runtime.trace) _conversion_function_map (caikit.core.data_model.streams.converter.DataStreamConverter attribute) _convert_np_to_list() (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence method) _convert_stream_to_dicts() (caikit.core.data_model.streams.converter.DataStreamConverter method) _convert_stream_to_lists() (caikit.core.data_model.streams.converter.DataStreamConverter method) _converter (caikit.core.data_model.streams.resolver.DataStreamResolver attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _create_data_stream_from_file() (caikit.runtime.service_generation.data_stream_source.FilePluginBase class method) _csv_formatter (caikit.core.data_model.streams.resolver.DataStreamResolver attribute) _current_conn_time (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _current_order (caikit.core.augmentors.SchemeBase attribute) (caikit.core.augmentors.schemes.base.SchemeBase attribute) (caikit.core.augmentors.schemes.SchemeBase attribute) _data_dict (caikit.core.data_model.data_backends.dict_backend.DictBackend attribute) (caikit.core.data_model.data_backends.DictBackend attribute) _DATA_STREAM_SOURCE_TYPES (in module caikit.runtime.service_generation.data_stream_source) _DataBaseMetaClass (class in caikit.core.data_model.base) _dataobject_to_proto() (in module caikit.core.data_model.dataobject) _DataObjectBaseMetaClass (class in caikit.core.data_model.dataobject) _DataObjectBaseT (in module caikit.core.data_model.dataobject) _DataobjectConverter (class in caikit.core.data_model.dataobject) _decorator_handler() (in module caikit.core.toolkit.wip_decorator) _DEFAULT_ID_COL (caikit.interfaces.ts.data_model.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries.TimeSeries attribute) _DEFAULT_TS_COL (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries.TimeSeries attribute) _DEFAULT_VECTOR_TYPES (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _delete_result() (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture method) _DELETEVMODELREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _DELETEVMODELRESPONSE (in module caikit.runtime.protobufs.model_mesh_pb2) _deploy_model() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _descriptor_to_proto() (in module caikit.runtime.dump_services) _destroy_grace_period (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) _DestroyableProcess (class in caikit.core.toolkit.concurrency.destroyable_process) _df (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _discover() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _discover_grpc_models() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _discover_http_models() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _discover_models (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelFinder attribute) _do_load() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) _dtype (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _dump_consolidated_protos() (in module caikit.runtime.dump_services) _ENABLE_DECORATOR (in module caikit.core.toolkit.wip_decorator) _enable_lazy_load_poll (caikit.runtime.model_management.model_manager.ModelManager attribute) _ensure_batch_thread() (caikit.runtime.model_management.batcher.Batcher method) _ENSURELOADEDREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _error_handlers (in module caikit.core.exceptions.error_handler) _execute() (caikit.core.augmentors.AlwaysSelectionScheme method) (caikit.core.augmentors.RandomMultiSelectionScheme method) (caikit.core.augmentors.RandomSingleSelectionScheme method) (caikit.core.augmentors.schemes.always_selection_scheme.AlwaysSelectionScheme method) (caikit.core.augmentors.schemes.AlwaysSelectionScheme method) (caikit.core.augmentors.schemes.random_multi_selection_scheme.RandomMultiSelectionScheme method) (caikit.core.augmentors.schemes.random_single_selection_scheme.RandomSingleSelectionScheme method) (caikit.core.augmentors.schemes.RandomMultiSelectionScheme method) (caikit.core.augmentors.schemes.RandomSingleSelectionScheme method) _expected_columns (caikit.core.data_model.streams.csv_column_formatter.CSVColumnFormatter attribute) _expected_keys (caikit.core.data_model.streams.validator.DataStreamValidator attribute) _export_format (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend attribute) (caikit.interfaces.vision.data_model.backends.ImagePilBackend attribute) _extract_gold_annotations() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _extract_gold_set() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) _extract_nested_type() (in module caikit.core.signature_parsing.docstrings) _extract_pred_annotations() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _extract_pred_set() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) _extract_raw_from_schema() (in module caikit.runtime.http_server.utils) _extract_type_from_pymodule() (in module caikit.core.signature_parsing.docstrings) _fail_callback (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _field_to_dict_element() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) _fields_enum (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_enum_repeated (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_map (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_message (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_message_repeated (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_oneofs_map (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_primitive (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_primitive_repeated (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_to_oneof (caikit.core.data_model.base._DataBaseMetaClass attribute) _fields_to_type (caikit.core.data_model.base._DataBaseMetaClass attribute) _finders (caikit.core.model_management.multi_model_finder.MultiModelFinder attribute) (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) _finished_tasks (caikit.runtime.model_management.batcher.Batcher attribute) _ForkDestroyableProcess (class in caikit.core.toolkit.concurrency.destroyable_process) _ForkserverDestroyableProcess (class in caikit.core.toolkit.concurrency.destroyable_process) _format_file_response() (caikit.runtime.http_server.http_server.RuntimeHTTPServer static method) (caikit.runtime.http_server.RuntimeHTTPServer static method) _fqname() (caikit.core.exceptions.error_handler.ErrorHandler method) _from_base64() (in module caikit.runtime.http_server.pydantic_wrapper) _from_collection() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_collection_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_csv_collection_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_csv_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_header_csv_buffer_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_header_csv_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_iterable_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_json_array_buffer_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_json_array_file_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_jsonl_collection_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_jsonl_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _from_txt_generator() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) _futures (caikit.core.model_management.local_job_base.LocalJobBase attribute) _futures_lock (caikit.core.model_management.local_job_base.LocalJobBase attribute) _FWD_DECL_FIELDS (caikit.core.data_model.base._DataBaseMetaClass attribute) _generate_report() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _generator() (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase method) _get_all_enums() (in module caikit.core.data_model.dataobject) _get_and_filter_modules() (caikit.runtime.service_factory.ServicePackageFactory static method) _get_argument_type() (in module caikit.core.signature_parsing.parsers) _get_candidate_type_names_from_docstring() (in module caikit.core.signature_parsing.docstrings) _get_cdm_from_lib() (in module caikit.runtime.utils.import_util) _get_component() (caikit.core.model_manager.ModelManager static method) (caikit.core.ModelManager static method) _get_conn_candidates() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _get_default_type() (in module caikit.core.signature_parsing.parsers) _get_dm_type_from_name() (in module caikit.core.signature_parsing.parsers) _get_docstring_type() (in module caikit.core.signature_parsing.docstrings) _get_first_nonempty_line() (in module caikit.core.data_model.streams.multipart_decoder) _get_grpc_service_packages() (in module caikit.runtime.dump_services) _get_handler_fn() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper static method) _get_merge_strategy() (in module caikit.config.config) _get_message() (in module caikit.core.toolkit.wip_decorator) _get_message_class() (in module caikit.core.data_model.json_dict) _get_model_future() (caikit.runtime.servicers.training_management_servicer.TrainingManagementServicerImpl static method) _get_model_id() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_models_info() (caikit.runtime.servicers.info_servicer.InfoServicer method) _get_multipart_boundary() (in module caikit.core.data_model.streams.multipart_decoder) _get_pd_df() (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) (caikit.interfaces.ts.data_model.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries.TimeSeries method) _get_prediction_future() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl static method) _get_prediction_job_result() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_prediction_job_status() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_proto_file_descriptors() (in module caikit.runtime.dump_services) _get_pydantic_subtypes() (in module caikit.runtime.http_server.pydantic_wrapper) _get_pydantic_type() (in module caikit.runtime.http_server.pydantic_wrapper) _get_remote_object() (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) _get_remote_target() (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) _get_request_dataobject() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_request_openapi() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_request_params() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_resolved_source_path() (caikit.runtime.service_generation.data_stream_source.FilePluginBase static method) _get_response_dataobject() (caikit.runtime.http_server.http_server.RuntimeHTTPServer static method) (caikit.runtime.http_server.RuntimeHTTPServer static method) _get_response_openapi() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method)

_get_runtime_info() (caikit.runtime.servicers.info_servicer.InfoServicer method) _get_streaming_arguments() (caikit.runtime.client.remote_module_base.RemoteModuleBase static method) (caikit.runtime.client.RemoteModuleBase static method) _get_supported_load_backends() (caikit.core.model_management.local_model_initializer.LocalModelInitializer method) _get_total_disk_size() (caikit.runtime.model_management.model_manager.ModelManager static method) _get_training_status() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _get_type_for_field() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) _get_which_oneof_dict() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) _GETSTATUSREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _GETVMODELSTATUSREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _global_predict_servicer (caikit.runtime.grpc_server.RuntimeGRPCServer attribute) _group_modules_by_task() (in module caikit.runtime.service_generation.create_service) _grpc_channel (caikit.runtime.client.remote_module_base.RemoteModuleBase property) (caikit.runtime.client.RemoteModuleBase property) _gts (caikit.runtime.servicers.model_train_servicer.ModelTrainServicerImpl attribute) _handle_exception() (caikit.runtime.http_server.http_server.RuntimeHTTPServer static method) (caikit.runtime.http_server.RuntimeHTTPServer static method) _handle_exception_messages() (caikit.core.exceptions.error_handler.ErrorHandler method) _handle_predict_exceptions() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) _handle_task_inputs() (caikit.runtime.service_generation.rpcs.TaskPredictRPC method) _has_dataclass_init() (in module caikit.core.data_model.dataobject) _health_check() (caikit.runtime.http_server.http_server.RuntimeHTTPServer static method) (caikit.runtime.http_server.RuntimeHTTPServer static method) _http_session (caikit.runtime.client.remote_module_base.RemoteModuleBase property) (caikit.runtime.client.RemoteModuleBase property) _id (caikit.core.model_management.job_base.JobFutureBase attribute) (caikit.core.model_management.JobFutureBase attribute) _id_lock (caikit.runtime.model_management.batcher.Batcher attribute) _ids (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend attribute) _image_data (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend attribute) (caikit.interfaces.vision.data_model.backends.ImagePilBackend attribute) _IMMUTABLE_CONFIG (in module caikit.config.config) _infer_which_oneof() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) _inference_service (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) _InferenceMethodBaseT (in module caikit.core.task) _init_state (caikit.core.augmentors.SchemeBase attribute) (caikit.core.augmentors.schemes.base.SchemeBase attribute) (caikit.core.augmentors.schemes.SchemeBase attribute) _initializers (caikit.core.model_management.multi_model_initializer.MultiModelInitializer attribute) (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) _inner_request (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) _input_q (caikit.runtime.model_management.batcher.Batcher attribute) _input_streaming (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) _instance (caikit.runtime.service_generation.compatibility_checker.ApiFieldNames attribute) _instance_name (caikit.core.model_management.local_job_base.LocalJobBase attribute) (caikit.core.model_management.local_model_finder.LocalModelFinder attribute) (caikit.core.model_management.local_model_initializer.LocalModelInitializer attribute) (caikit.core.model_management.multi_model_finder.MultiModelFinder attribute) (caikit.core.model_management.multi_model_initializer.MultiModelInitializer attribute) (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer attribute) (caikit.runtime.client.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelInitializer attribute) (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin attribute) _intercept_interrupt_signal() (caikit.runtime.server_base.RuntimeServerBase method) _intercepted_methods (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper attribute) _intercepted_svc_package (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper attribute) _interrupter (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) _is_data_stream() (in module caikit.runtime.service_generation.type_helpers) _is_expandable_iterable() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _is_iterable_type() (caikit.core.task.TaskBase static method) (caikit.core.TaskBase static method) _is_python_optional() (caikit.core.data_model.dataobject._DataobjectConverter static method) _is_range_index (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasPeriodicTimeSequenceBackend attribute) _is_valid_type_for_field() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) _item_number (caikit.core.DataValidationError attribute) (caikit.core.exceptions.DataValidationError attribute) (caikit.core.exceptions.validation_error.DataValidationError attribute) (caikit.core.toolkit.errors.DataValidationError attribute) _job_predictors (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) _key_column (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) _key_columns (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) _key_list (caikit.core.data_model.streams.converter.DataStreamConverter attribute) _kill_thread() (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) _lazy_load_local_models (caikit.runtime.model_management.model_manager.ModelManager attribute) _lazy_load_poll_period_seconds (caikit.runtime.model_management.model_manager.ModelManager attribute) _lazy_load_write_detection_period_seconds (caikit.runtime.model_management.model_manager.ModelManager attribute) _lazy_sync_timer (caikit.runtime.model_management.model_manager.ModelManager attribute) _length (caikit.core.data_model.DataStream property) (caikit.core.data_model.streams.data_stream.DataStream property) _libraries (caikit.runtime.utils.import_util.UnifiedDataModel attribute) _load() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) _load_backend (caikit.core.ModuleBase attribute) (caikit.core.modules.base.ModuleBase attribute) (caikit.core.modules.ModuleBase attribute) _load_evaluation_dataset() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) _load_from_file_without_extension() (caikit.runtime.service_generation.data_stream_source.FilePluginBase class method) _load_from_zipfile() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) _load_path (caikit.core.model_management.local_model_finder.LocalModelFinder attribute) _load_secret() (caikit.runtime.grpc_server.RuntimeGRPCServer static method) _load_thread_pool (caikit.runtime.model_management.model_loader_base.ModelLoaderBase attribute) _load_tls_secret() (in module caikit.runtime.trace) _loaded_models_lock (caikit.runtime.model_management.model_manager.ModelManager attribute) _LOADMODELREQUEST (in module caikit.runtime.protobufs.model_runtime_pb2) _LOADMODELRESPONSE (in module caikit.runtime.protobufs.model_runtime_pb2) _local_models_dir (caikit.runtime.model_management.model_manager.ModelManager attribute) _local_models_dir_sync() (caikit.runtime.model_management.model_manager.ModelManager method) _make_background_info() (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) _make_data_model_class() (in module caikit.core.data_model.dataobject) _make_data_stream_source_type_name() (in module caikit.runtime.service_generation.data_stream_source) _make_init() (caikit.core.data_model.base._DataBaseMetaClass static method) _make_keyname_for_module() (in module caikit.core.task) _make_new_handler() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) _make_oneof_init() (in module caikit.core.data_model.dataobject) _make_property_getter() (caikit.core.data_model.base._DataBaseMetaClass class method) _max_conn_delta (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _merge_extra_files() (in module caikit.config.config) _metadata (caikit.core.ModuleBase attribute) (caikit.core.modules.base.ModuleBase attribute) (caikit.core.modules.ModuleBase attribute) _METADATA_ANNOTATION (in module caikit.core.task) _method (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) _method_name (caikit.core.signature_parsing.CaikitMethodSignature attribute) (caikit.core.signature_parsing.CustomSignature attribute) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature attribute) (caikit.core.signature_parsing.module_signature.CustomSignature attribute) _method_pointer (caikit.core.signature_parsing.CustomSignature attribute) (caikit.core.signature_parsing.module_signature.CustomSignature attribute) _method_signatures (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) _metrics_server_started (caikit.runtime.server_base.RuntimeServerBase attribute) _min_poll_time (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelFinder attribute) _MISSING_ATTRIBUTE (caikit.core.data_model.base._DataBaseMetaClass attribute) _model (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper attribute) (caikit.runtime.model_management.batcher.Batcher attribute) (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _model_id (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _model_info() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _model_instance (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture attribute) _model_key (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModuleBase attribute) _model_manager (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer attribute) (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl attribute) _model_name (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) (caikit.runtime.model_management.batcher.Batcher attribute) _model_path (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _model_run_defaults (caikit.runtime.model_management.batcher.Batcher attribute) _model_to_build (caikit.runtime.model_management.loaded_model.LoadedModel.Builder attribute) _model_type (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _model_write_in_progress() (caikit.runtime.model_management.model_manager.ModelManager method) _MODELINFO (in module caikit.runtime.protobufs.model_mesh_pb2) _MODELMESH (in module caikit.runtime.protobufs.model_mesh_pb2) _MODELRUNTIME (in module caikit.runtime.protobufs.model_runtime_pb2) _MODELSIZEREQUEST (in module caikit.runtime.protobufs.model_runtime_pb2) _MODELSIZERESPONSE (in module caikit.runtime.protobufs.model_runtime_pb2) _MODELSTATUSINFO (in module caikit.runtime.protobufs.model_mesh_pb2) _MODELSTATUSINFO_MODELCOPYINFO (in module caikit.runtime.protobufs.model_mesh_pb2) _MODELSTATUSINFO_MODELSTATUS (in module caikit.runtime.protobufs.model_mesh_pb2) _module (caikit.core.signature_parsing.CaikitMethodSignature attribute) (caikit.core.signature_parsing.CustomSignature attribute) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature attribute) (caikit.core.signature_parsing.module_signature.CustomSignature attribute) _module_class (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) _module_class_map (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer attribute) (caikit.runtime.client.RemoteModelInitializer attribute) _ModuleBaseMeta (class in caikit.core.modules.meta) _MP_CTX (caikit.core.toolkit.concurrency.destroyable_process._ForkDestroyableProcess attribute) (caikit.core.toolkit.concurrency.destroyable_process._ForkserverDestroyableProcess attribute) (caikit.core.toolkit.concurrency.destroyable_process._SpawnDestroyableProcess attribute) _mutate_method_signature_for_training() (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC static method) _name (caikit.core.toolkit.factory.Factory attribute) (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) _next_req_id() (caikit.runtime.model_management.batcher.Batcher method) _NoOpProxy (class in caikit.runtime.trace) _openapi_defs (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) _output_streaming (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) _parameters (caikit.core.signature_parsing.CustomSignature attribute) (caikit.core.signature_parsing.module_signature.CustomSignature attribute) _parse_form_data_to_pydantic() (in module caikit.runtime.http_server.pydantic_wrapper) _parse_raw_json_schema() (in module caikit.runtime.http_server.utils) _patch_exit_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _patch_openapi_spec() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _pdbackend_helper (caikit.interfaces.ts.data_model.backends._spark_backends.SparkTimeSeriesBackend attribute) _plugins (caikit.runtime.service_generation.data_stream_source.DataStreamPluginFactory attribute) _point_data (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimePointBackend attribute) _prediction_func_name (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture attribute) _prediction_job_management_servicer (caikit.runtime.grpc_server.RuntimeGRPCServer attribute) _PREDICTMODELSIZEREQUEST (in module caikit.runtime.protobufs.model_runtime_pb2) _PREDICTMODELSIZERESPONSE (in module caikit.runtime.protobufs.model_runtime_pb2) _preserve_order (caikit.core.augmentors.SchemeBase attribute) (caikit.core.augmentors.schemes.base.SchemeBase attribute) (caikit.core.augmentors.schemes.SchemeBase attribute) _private_slots (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute) _PROCESS (in module caikit.runtime.protobufs.process_pb2) _PROCESS_TYPES (in module caikit.core.toolkit.concurrency.destroyable_process) _PROCESSREQUEST (in module caikit.runtime.protobufs.process_pb2) _PROCESSREQUEST_DATAINPUTSENTRY (in module caikit.runtime.protobufs.process_pb2) _PROCESSREQUEST_REQUESTDICTENTRY (in module caikit.runtime.protobufs.process_pb2) _PROCESSRESPONSE (in module caikit.runtime.protobufs.process_pb2) _PROCESSRESPONSE_RESPONSEDICTENTRY (in module caikit.runtime.protobufs.process_pb2) _producer_id (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) _PROPAGATE_MODULE (in module caikit.runtime.trace) _proto_class (caikit.core.data_model.base._DataBaseMetaClass attribute) _PROTO_TYPE_ORDER (caikit.core.data_model.base._DataBaseMetaClass attribute) _protocol (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModuleBase attribute) _purge_old_futures() (caikit.core.model_management.local_job_base.LocalJobBase method) _pyspark_df (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkTimeSeriesBackend attribute) _pyspark_pandas_df (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkTimeSeriesBackend attribute) _queue (caikit.runtime.work_management.abortable_context.ThreadInterrupter attribute) _raise_on_wrong_output_type() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) _RAND_INST (in module caikit.core.toolkit.reversible_hasher) _ready_event (caikit.runtime.model_management.batcher.Batcher attribute) _reason (caikit.core.DataValidationError attribute) (caikit.core.exceptions.DataValidationError attribute) (caikit.core.exceptions.validation_error.DataValidationError attribute) (caikit.core.toolkit.errors.DataValidationError attribute) _recursive_safe_add_to_pool() (in module caikit.runtime.dump_services) _register_module_implementation() (in module caikit.core.modules.decorator) _registered_types (caikit.core.toolkit.factory.Factory attribute) _REGISTERMODELREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _rename_union_sequence_types() (caikit.runtime.client.remote_module_base.RemoteModuleBase static method) (caikit.runtime.client.RemoteModuleBase static method) _render_conn_template() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _replace_json_refs() (in module caikit.runtime.http_server.utils) _req (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) _req_num (caikit.runtime.model_management.batcher.Batcher attribute) _request_via_grpc() (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) _request_via_http() (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) _RequestMessage (class in caikit.runtime.service_generation.rpcs) _result_dir (caikit.core.model_management.local_job_predictor.LocalJobPredictor attribute) _result_type (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture attribute) _retention_duration (caikit.core.model_management.local_job_base.LocalJobBase attribute) _retries (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _return_result (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess attribute) _return_type (caikit.core.signature_parsing.CustomSignature attribute) (caikit.core.signature_parsing.module_signature.CustomSignature attribute) _rpc_callable (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper attribute) _rpc_meter (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) _run_in_thread() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _RUNTIMESTATUSREQUEST (in module caikit.runtime.protobufs.model_runtime_pb2) _RUNTIMESTATUSRESPONSE (in module caikit.runtime.protobufs.model_runtime_pb2) _RUNTIMESTATUSRESPONSE_METHODINFO (in module caikit.runtime.protobufs.model_runtime_pb2) _RUNTIMESTATUSRESPONSE_METHODINFOSENTRY (in module caikit.runtime.protobufs.model_runtime_pb2) _RUNTIMESTATUSRESPONSE_STATUS (in module caikit.runtime.protobufs.model_runtime_pb2) _safe_discover() (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) _save_path (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) (caikit.core.model_management.model_trainer_base.ModelTrainerFutureBase attribute) (caikit.core.model_management.ModelTrainerFutureBase attribute) _save_path_with_id() (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture class method) _save_result() (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture method) _scheme (caikit.core.augmentors.merged_augmentor.MergedAugmentor attribute) (caikit.core.augmentors.MergedAugmentor attribute) _selection_probs (caikit.core.augmentors.RandomMultiSelectionScheme attribute) (caikit.core.augmentors.RandomSingleSelectionScheme attribute) (caikit.core.augmentors.schemes.random_multi_selection_scheme.RandomMultiSelectionScheme attribute) (caikit.core.augmentors.schemes.random_single_selection_scheme.RandomSingleSelectionScheme attribute) (caikit.core.augmentors.schemes.RandomMultiSelectionScheme attribute) (caikit.core.augmentors.schemes.RandomSingleSelectionScheme attribute) _serialize_any() (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend static method) _server (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper attribute) _service_type (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper attribute) _SETVMODELREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _SHUFFLED (in module caikit.core.toolkit.reversible_hasher) _shut_down_model_manager() (caikit.runtime.server_base.RuntimeServerBase method) _SHUTDOWN_SIGNAL (caikit.runtime.work_management.abortable_context.ThreadInterrupter attribute) _singleton_lock() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) _singleton_module_cache (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) _size (caikit.runtime.model_management.loaded_model.LoadedModel attribute) _snake_to_camel() (in module caikit.core.signature_parsing.parsers) _sorted_oneof_field_names() (caikit.core.data_model.base._DataBaseMetaClass class method) _SpawnDestroyableProcess (class in caikit.core.toolkit.concurrency.destroyable_process) _SpawnProcessModelWrapper (class in caikit.core.model_management.local_model_trainer) _start_lock (caikit.core.BackendBase attribute) (caikit.core.module_backends.BackendBase attribute) (caikit.core.module_backends.base.BackendBase attribute) _start_metrics_server() (caikit.runtime.server_base.RuntimeServerBase class method) _start_stop_lock (caikit.runtime.work_management.abortable_context.ThreadInterrupter attribute) _started (caikit.core.BackendBase attribute) (caikit.core.module_backends.BackendBase attribute) (caikit.core.module_backends.base.BackendBase attribute) _started_metering (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) _stop_event (caikit.runtime.model_management.batcher.Batcher attribute) _stream (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase property) (caikit.runtime.utils.servicer_util.ServicePackageStreamWrapper attribute) _STREAM_OUT_ANNOTATION (in module caikit.core.task) _STREAM_PARAMS_ANNOTATION (in module caikit.core.task) _struct_value_to_py() (in module caikit.core.data_model.json_dict) _subclass_check() (caikit.core.task.TaskBase static method) (caikit.core.TaskBase static method) _submission_time (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) _subprocess_start_method (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) (caikit.core.model_management.local_model_trainer.LocalModelTrainer attribute) _supported_models (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelFinder attribute) _supports_arg() (caikit.core.model_management.local_model_initializer.LocalModelInitializer static method) _sym_db (in module caikit.runtime.protobufs.model_mesh_pb2) (in module caikit.runtime.protobufs.model_runtime_pb2) (in module caikit.runtime.protobufs.process_pb2) _target_type (caikit.core.data_model.streams.converter.DataStreamConverter attribute) _target_wrapper() (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) _task_to_req_name() (caikit.runtime.service_generation.rpcs.TaskPredictRPC method) _task_to_rpc_name() (caikit.runtime.service_generation.rpcs.TaskPredictionJobRPC method) (caikit.runtime.service_generation.rpcs.TaskPredictRPC method) _thread (caikit.runtime.work_management.abortable_context.ThreadInterrupter attribute) _time_sequence (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasPointTimeSequenceBackend attribute) _timedelta_expr (caikit.core.model_management.local_job_base.LocalJobBase attribute) _timeseries (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) _timestamp_column (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend attribute) _TIMESTAMP_DTYPE (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend attribute) _tls (caikit.runtime.client.remote_module_base.RemoteModuleBase attribute) (caikit.runtime.client.RemoteModuleBase attribute) _tls_files() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _TlsFiles (class in caikit.runtime.http_server.http_server) _tmp_dir (caikit.core.model_management.local_job_predictor.LocalJobPredictor attribute) _to_element_partial() (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin static method) _to_element_type() (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin static method) _TRACE_MODULE (in module caikit.runtime.trace) _tracer (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) _train_add_unary_input_unary_output_handler() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _trainers (caikit.core.model_manager.ModelManager attribute) (caikit.core.ModelManager attribute) _training_service (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer attribute) (caikit.runtime.servicers.model_train_servicer.ModelTrainServicerImpl attribute) _try_find_file_by_name() (in module caikit.runtime.dump_services) _try_lib_version() (caikit.runtime.servicers.info_servicer.InfoServicer method) _type_error_expression (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler attribute) _UNARY_OUT_ANNOTATION (in module caikit.core.task) _UNARY_PARAMS_ANNOTATION (in module caikit.core.task) _undeploy_model() (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) _UNLOADMODELREQUEST (in module caikit.runtime.protobufs.model_runtime_pb2) _UNLOADMODELRESPONSE (in module caikit.runtime.protobufs.model_runtime_pb2) _UNREGISTERMODELREQUEST (in module caikit.runtime.protobufs.model_mesh_pb2) _UNREGISTERMODELRESPONSE (in module caikit.runtime.protobufs.model_mesh_pb2) _update_file_ref() (caikit.runtime.servicers.model_train_servicer.ModelTrainServicerImpl static method) _update_file_references() (caikit.runtime.servicers.model_train_servicer.ModelTrainServicerImpl method) _update_global_config() (in module caikit.config.config) _update_result() (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) _use_subprocess (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture attribute) (caikit.core.model_management.local_model_trainer.LocalModelTrainer attribute) _USER_DEFINED_DEFAULTS (caikit.core.data_model.base._DataBaseMetaClass attribute) _UtfEncodeIOWrapper (class in caikit.core.data_model) (class in caikit.core.data_model.streams.data_stream) _uvicorn_server_thread (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) _validate_and_extract_batch_size() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) _validate_arg_and_verify_batch_size() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) _validate_data() (caikit.core.data_model.streams.validator.DataStreamValidator method) _validator (caikit.core.data_model.streams.resolver.DataStreamResolver attribute) _value_columns (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend attribute) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend attribute) _value_to_struct_value() (in module caikit.core.data_model.json_dict) _verify_dir() (caikit.core.data_model.DataStream static method) (caikit.core.data_model.streams.data_stream.DataStream static method) _verify_model_task() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) _VISIBLE_ANNOTATION (in module caikit.core.task) _VMODELSTATUSINFO (in module caikit.runtime.protobufs.model_mesh_pb2) _VMODELSTATUSINFO_VMODELSTATUS (in module caikit.runtime.protobufs.model_mesh_pb2) _watch_loop() (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) _WHICH_ONEOF_ATTR (caikit.core.data_model.base._DataBaseMetaClass attribute) _wrap_in_batcher_if_configured() (caikit.runtime.model_management.model_loader_base.ModelLoaderBase method) _wrapped_load_model() (caikit.runtime.model_management.model_loader_base.ModelLoaderBase method) _write_metrics() (caikit.runtime.metrics.rpc_meter.RPCMeter method)

A

abort() (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.work_management.abortable_context.AbortableContext method) abortable_context (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) AbortableContext (class in caikit.runtime.work_management.abortable_context) AbortedException aborter (caikit.runtime.work_management.abortable_context.AbortableContext attribute) accessKey (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) ACK_HEADER_STRING (in module caikit.runtime.names) Action (class in caikit.core.toolkit.wip_decorator) ActionAborter (class in caikit.runtime.work_management.abortable_context) add_dir() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) add_generic_rpc_handlers() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) add_insecure_port() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) add_library() (caikit.runtime.utils.import_util.UnifiedDataModel method) add_ModelMeshServicer_to_server() (in module caikit.runtime.protobufs.model_mesh_pb2_grpc) add_ModelRuntimeServicer_to_server() (in module caikit.runtime.protobufs.model_runtime_pb2_grpc) add_ProcessServicer_to_server() (in module caikit.runtime.protobufs.process_pb2_grpc) add_secure_port() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) AlwaysSelectionScheme (class in caikit.core.augmentors) (class in caikit.core.augmentors.schemes) (class in caikit.core.augmentors.schemes.always_selection_scheme) AnomalyDetectionTask (class in caikit.interfaces.ts.tasks) ApiFieldNames (class in caikit.runtime.service_generation.compatibility_checker) app (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) ArgumentParserError as_bytes() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) as_data_stream() (caikit.core.data_model.streams.resolver.DataStreamResolver method) as_datetime() (caikit.interfaces.ts.data_model.Seconds method) (caikit.interfaces.ts.data_model.time_types.Seconds method) as_file_like_object() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) as_numpy() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend method) (caikit.interfaces.vision.data_model.Image method) (caikit.interfaces.vision.data_model.image.Image method)

as_pandas() (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends.base.MultiTimeSeriesBackendBase method) (caikit.interfaces.ts.data_model.backends.base.TimeSeriesBackendBase method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend method) (caikit.interfaces.ts.data_model.EvaluationResult method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) (caikit.interfaces.ts.data_model.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult method) as_pil() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend method) (caikit.interfaces.vision.data_model.Image method) (caikit.interfaces.vision.data_model.image.Image method) as_spark() (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries method) (caikit.interfaces.ts.data_model.SingleTimeSeries method) (caikit.interfaces.ts.data_model.TimeSeries method) (caikit.interfaces.ts.data_model.timeseries.TimeSeries method) as_timedelta() (caikit.interfaces.ts.data_model.Seconds method) (caikit.interfaces.ts.data_model.time_types.Seconds method) assert_compatible() (in module caikit.runtime.service_generation) (in module caikit.runtime.service_generation.create_service) async_wrap_iter() (in module caikit.core.toolkit.sync_to_async) augment() (caikit.core.augmentors.AugmentorBase method) (caikit.core.augmentors.base.AugmentorBase method) (caikit.core.data_model.AugmentorBase method) (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) augmentor_type (caikit.core.augmentors.merged_augmentor.MergedAugmentor attribute) (caikit.core.augmentors.MergedAugmentor attribute) AugmentorBase (class in caikit.core.augmentors) (class in caikit.core.augmentors.base) (class in caikit.core.data_model)

B

backend (caikit.core.data_model.base.DataBase property) (caikit.core.data_model.DataBase property) backend_type (caikit.core.BackendBase property) (caikit.core.LocalBackend attribute) (caikit.core.module_backends.BackendBase property) (caikit.core.module_backends.base.BackendBase property) (caikit.core.module_backends.local_backend.LocalBackend attribute) (caikit.core.module_backends.LocalBackend attribute) BackendBase (class in caikit.core) (class in caikit.core.module_backends) (class in caikit.core.module_backends.base) backends (caikit.core.model_management.local_model_initializer.LocalModelInitializer property) BACKWARD_MAP (in module caikit.core.toolkit.reversible_hasher) BASE_CONFIG_PATH (in module caikit.config.config)

Batcher (class in caikit.runtime.model_management.batcher) BETA (caikit.core.toolkit.wip_decorator.WipCategory attribute) BoolSequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.primitive_sequences) bootstrap() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) bucket (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) build() (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) build_caikit_library_request_dict() (in module caikit.runtime.utils.servicer_util) build_proto_response() (in module caikit.runtime.utils.servicer_util) build_proto_stream() (in module caikit.runtime.utils.servicer_util) bytes_stream (caikit.core.data_model._UtfEncodeIOWrapper attribute) (caikit.core.data_model.streams.data_stream._UtfEncodeIOWrapper attribute)

C

ca_data (caikit.interfaces.common.data_model.ConnectionTlsInfo property) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo property) ca_file (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute) cache_attribute() (caikit.core.data_model.data_backends.base.DataModelBackendBase method) (caikit.core.data_model.data_backends.DataModelBackendBase method) (caikit.interfaces.ts.data_model.backends.base.UncachedBackendMixin method) caikit module caikit._version module caikit.config module caikit.config.config module caikit.core module caikit.core.augmentors module caikit.core.augmentors.base module caikit.core.augmentors.merged_augmentor module caikit.core.augmentors.schemes module caikit.core.augmentors.schemes.always_selection_scheme module caikit.core.augmentors.schemes.base module caikit.core.augmentors.schemes.random_multi_selection_scheme module caikit.core.augmentors.schemes.random_single_selection_scheme module caikit.core.data_model module caikit.core.data_model.base module caikit.core.data_model.data_backends module caikit.core.data_model.data_backends.base module caikit.core.data_model.data_backends.dict_backend module caikit.core.data_model.dataobject module caikit.core.data_model.enums module caikit.core.data_model.job module caikit.core.data_model.json_dict module caikit.core.data_model.package module caikit.core.data_model.prediction_status module caikit.core.data_model.producer module caikit.core.data_model.protobufs module caikit.core.data_model.runtime_context module caikit.core.data_model.streams module caikit.core.data_model.streams.converter module caikit.core.data_model.streams.csv_column_formatter module caikit.core.data_model.streams.data_stream module caikit.core.data_model.streams.multipart_decoder module caikit.core.data_model.streams.resolver module caikit.core.data_model.streams.validator module caikit.core.data_model.timestamp module caikit.core.data_model.training_status module caikit.core.exceptions module caikit.core.exceptions.caikit_core_exception module caikit.core.exceptions.error_handler module caikit.core.exceptions.validation_error module caikit.core.model_management module caikit.core.model_management.factories module caikit.core.model_management.job_base module caikit.core.model_management.job_predictor_base module caikit.core.model_management.local_job_base module caikit.core.model_management.local_job_predictor module caikit.core.model_management.local_model_finder module caikit.core.model_management.local_model_initializer module caikit.core.model_management.local_model_trainer module caikit.core.model_management.model_finder_base module caikit.core.model_management.model_initializer_base module caikit.core.model_management.model_trainer_base module caikit.core.model_management.multi_model_finder module caikit.core.model_management.multi_model_initializer module caikit.core.model_manager module caikit.core.module_backends module caikit.core.module_backends.backend_types module caikit.core.module_backends.base module caikit.core.module_backends.local_backend module caikit.core.modules module caikit.core.modules.base module caikit.core.modules.config module caikit.core.modules.decorator module caikit.core.modules.loader module caikit.core.modules.meta module caikit.core.modules.saver module caikit.core.registries module caikit.core.signature_parsing module caikit.core.signature_parsing.docstrings module caikit.core.signature_parsing.module_signature module caikit.core.signature_parsing.parsers module caikit.core.task module caikit.core.toolkit module caikit.core.toolkit.compatibility module caikit.core.toolkit.concurrency module caikit.core.toolkit.concurrency.destroyable module caikit.core.toolkit.concurrency.destroyable_process module caikit.core.toolkit.concurrency.destroyable_thread module caikit.core.toolkit.concurrency.pickling_exception module caikit.core.toolkit.error_handler module caikit.core.toolkit.errors module caikit.core.toolkit.factory module caikit.core.toolkit.fileio module caikit.core.toolkit.logging module caikit.core.toolkit.name_tools module caikit.core.toolkit.quality_evaluation module caikit.core.toolkit.reversible_hasher module caikit.core.toolkit.serializers module caikit.core.toolkit.sync_to_async module caikit.core.toolkit.wip_decorator module caikit.interfaces module caikit.interfaces.common module caikit.interfaces.common.data_model module caikit.interfaces.common.data_model.file module caikit.interfaces.common.data_model.primitive_sequences module caikit.interfaces.common.data_model.producer module caikit.interfaces.common.data_model.remote module caikit.interfaces.common.data_model.stream_sources module caikit.interfaces.common.data_model.vectors module caikit.interfaces.nlp module caikit.interfaces.nlp.data_model module caikit.interfaces.nlp.data_model.classification module caikit.interfaces.nlp.data_model.embedding_vectors module caikit.interfaces.nlp.data_model.package module caikit.interfaces.nlp.data_model.reranker module caikit.interfaces.nlp.data_model.sentence_similarity module caikit.interfaces.nlp.data_model.text module caikit.interfaces.nlp.data_model.text_generation module caikit.interfaces.nlp.tasks module caikit.interfaces.runtime module caikit.interfaces.runtime.data_model module caikit.interfaces.runtime.data_model.context module caikit.interfaces.runtime.data_model.info module caikit.interfaces.runtime.data_model.model_management module caikit.interfaces.runtime.data_model.package module caikit.interfaces.runtime.data_model.prediction_job_management module caikit.interfaces.runtime.data_model.training_management module caikit.interfaces.ts module caikit.interfaces.ts.data_model module caikit.interfaces.ts.data_model._single_timeseries module caikit.interfaces.ts.data_model.backends module caikit.interfaces.ts.data_model.backends._spark_backends module caikit.interfaces.ts.data_model.backends.base module caikit.interfaces.ts.data_model.backends.dfcache module caikit.interfaces.ts.data_model.backends.pandas_backends module caikit.interfaces.ts.data_model.backends.spark_util module caikit.interfaces.ts.data_model.backends.util module caikit.interfaces.ts.data_model.package module caikit.interfaces.ts.data_model.time_types module caikit.interfaces.ts.data_model.timeseries module caikit.interfaces.ts.data_model.timeseries_evaluation module caikit.interfaces.ts.data_model.toolkit module caikit.interfaces.ts.data_model.toolkit.optional_dependencies module caikit.interfaces.ts.data_model.toolkit.sparkconf module caikit.interfaces.ts.tasks module caikit.interfaces.vision module caikit.interfaces.vision.data_model module caikit.interfaces.vision.data_model.backends module caikit.interfaces.vision.data_model.backends.image_pil_backend module caikit.interfaces.vision.data_model.image module caikit.interfaces.vision.data_model.package module

caikit.runtime module caikit.runtime.__main__ module caikit.runtime.client module caikit.runtime.client.remote_config module caikit.runtime.client.remote_model_finder module caikit.runtime.client.remote_model_initializer module caikit.runtime.client.remote_module_base module caikit.runtime.client.utils module caikit.runtime.dump_services module caikit.runtime.grpc_server module caikit.runtime.http_server module caikit.runtime.http_server.__main__ module caikit.runtime.http_server.http_server module caikit.runtime.http_server.pydantic_wrapper module caikit.runtime.http_server.request_aborter module caikit.runtime.http_server.utils module caikit.runtime.interceptors module caikit.runtime.interceptors.caikit_runtime_server_wrapper module caikit.runtime.metrics module caikit.runtime.metrics.rpc_meter module caikit.runtime.model_management module caikit.runtime.model_management.batcher module caikit.runtime.model_management.core_model_loader module caikit.runtime.model_management.directory_model_sizer module caikit.runtime.model_management.factories module caikit.runtime.model_management.loaded_model module caikit.runtime.model_management.mm_model_sizer module caikit.runtime.model_management.model_loader_base module caikit.runtime.model_management.model_manager module caikit.runtime.model_management.model_sizer_base module caikit.runtime.names module caikit.runtime.protobufs module caikit.runtime.protobufs.model_mesh_pb2 module caikit.runtime.protobufs.model_mesh_pb2_grpc module caikit.runtime.protobufs.model_runtime_pb2 module caikit.runtime.protobufs.model_runtime_pb2_grpc module caikit.runtime.protobufs.process_pb2 module caikit.runtime.protobufs.process_pb2_grpc module caikit.runtime.server_base module caikit.runtime.service_factory module caikit.runtime.service_generation module caikit.runtime.service_generation.compatibility_checker module caikit.runtime.service_generation.create_service module caikit.runtime.service_generation.data_stream_source module caikit.runtime.service_generation.protoable module caikit.runtime.service_generation.rpcs module caikit.runtime.service_generation.type_helpers module caikit.runtime.servicers module caikit.runtime.servicers.global_predict_servicer module caikit.runtime.servicers.global_train_servicer module caikit.runtime.servicers.info_servicer module caikit.runtime.servicers.model_management_servicer module caikit.runtime.servicers.model_runtime_servicer module caikit.runtime.servicers.model_train_servicer module caikit.runtime.servicers.prediction_job_management_servicer module caikit.runtime.servicers.training_management_servicer module caikit.runtime.trace module caikit.runtime.train module caikit.runtime.types module caikit.runtime.types.aborted_exception module caikit.runtime.types.caikit_runtime_exception module caikit.runtime.utils module caikit.runtime.utils.import_util module caikit.runtime.utils.servicer_util module caikit.runtime.work_management module caikit.runtime.work_management.abortable_context module caikit.runtime.work_management.rpc_aborter module caikit.version module CAIKIT_CORE_LOAD_DURATION_SUMMARY (in module caikit.runtime.model_management.core_model_loader) CAIKIT_DATA_MODEL (in module caikit.core.data_model) (in module caikit.core.data_model.dataobject) caikit_rpcs (caikit.runtime.service_factory.ServicePackage attribute) CAIKIT_STATUS_CODE_TO_DEBUG_ERROR_TYPE (in module caikit.runtime.utils.servicer_util) CAIKIT_STATUS_CODE_TO_GRPC (in module caikit.runtime.names) CaikitCoreException CaikitCoreStatusCode (class in caikit.core.exceptions.caikit_core_exception) CaikitMethodSignature (class in caikit.core.signature_parsing) (class in caikit.core.signature_parsing.module_signature) CaikitModelFuture (in module caikit.runtime.model_management.loaded_model) CaikitModelFutureFactory (in module caikit.runtime.model_management.loaded_model) CaikitRPCBase (class in caikit.runtime.service_generation.rpcs) CaikitRuntimeException CaikitRuntimeServerWrapper (class in caikit.runtime.interceptors.caikit_runtime_server_wrapper) calc_f1_score() (caikit.core.QualityEvaluator static method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator static method) (caikit.core.toolkit.QualityEvaluator static method) calc_metrics_from_confusion_matrix() (caikit.core.QualityEvaluator static method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator static method) (caikit.core.toolkit.QualityEvaluator static method) camel_to_snake_case() (in module caikit.core.toolkit.name_tools) cancel() (caikit.core.model_management.job_base.JobFutureBase method) (caikit.core.model_management.JobFutureBase method) (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) cancel_prediction() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) cancel_training() (caikit.runtime.servicers.training_management_servicer.TrainingManagementServicerImpl method) CANCELED (caikit.core.data_model.job.JobStatus attribute) (caikit.core.data_model.JobStatus attribute) canceled (caikit.core.toolkit.concurrency.destroyable.Destroyable property) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread property) CANCELLED (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) CancelPredictionJob() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) CancelTraining() (caikit.runtime.servicers.training_management_servicer.TrainingManagementServicerImpl method) cdm (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer attribute) cert_data (caikit.interfaces.common.data_model.ConnectionTlsInfo property) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo property) cert_file (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute) chain() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) channels (caikit.interfaces.vision.data_model.Image property) (caikit.interfaces.vision.data_model.image.Image property) ChunkerTokenizationStreamResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text) ChunkerTokenizationTask (class in caikit.interfaces.nlp.tasks) class_registry (caikit.core.data_model.base._DataBaseMetaClass attribute) ClassificationResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) ClassificationResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) ClassificationTrainRecord (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) ClassificationWithTextGenerationTask (class in caikit.interfaces.nlp.tasks) ClassifiedGeneratedTextResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) ClassifiedGeneratedTextResult.TextGenTokenClassificationResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) ClassifiedGeneratedTextStreamResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) clean_lib_names() (in module caikit.runtime.utils.import_util) clear() (caikit.runtime.service_generation.compatibility_checker.ApiFieldNames static method) clear_singleton_cache() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) client_cert (caikit.runtime.http_server.http_server._TlsFiles attribute) clz (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) coerce_to_pil() (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend class method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend class method) columns (caikit.interfaces.vision.data_model.Image property) (caikit.interfaces.vision.data_model.image.Image property) commit_id (in module caikit._version) COMPLETED (caikit.core.data_model.job.JobStatus attribute) (caikit.core.data_model.JobStatus attribute) completion_event (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) completion_time (caikit.core.model_management.job_base.JobInfo attribute) (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture property) completion_timestamp (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingStatusResponse attribute) (caikit.interfaces.runtime.data_model.TrainingStatusResponse attribute) compress() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) config (caikit.core.BackendBase attribute) (caikit.core.module_backends.BackendBase attribute) (caikit.core.module_backends.base.BackendBase attribute) (caikit.core.ModuleLoader attribute) (caikit.core.modules.loader.ModuleLoader attribute) (caikit.core.modules.ModuleLoader attribute) (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) (caikit.runtime.server_base.RuntimeServerBase attribute) CONFIG_KEY (caikit.core.toolkit.factory.Factory attribute) configure() (in module caikit) (in module caikit.config) (in module caikit.config.config) (in module caikit.core.toolkit.logging) (in module caikit.runtime.trace) conn (caikit.runtime.client.remote_model_finder.ModuleConnectionInfo attribute) connection (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) CONNECTION_ERROR (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) ConnectionInfo (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.remote) ConnectionTlsInfo (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.remote) construct() (caikit.core.toolkit.factory.Factory method) (caikit.core.toolkit.factory.ImportableFactory method) construct_grpc_channel() (in module caikit.runtime.client.utils) construct_module_class() (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer method) (caikit.runtime.client.RemoteModelInitializer method) construct_remote_module_class() (in module caikit.runtime.client.remote_module_base) construct_requests_session() (in module caikit.runtime.client.utils) content_type (caikit.core.data_model.streams.multipart_decoder.Part attribute) context (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) (caikit.runtime.work_management.rpc_aborter.RpcAborter attribute) context_arg (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) (caikit.core.task.TaskBase.InferenceMethodPtr attribute) (caikit.core.TaskBase.InferenceMethodPtr attribute) convert() (caikit.core.data_model.streams.converter.DataStreamConverter method) convert_F1MetricsContainer_to_dict() (caikit.core.QualityEvaluator method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator method) (caikit.core.toolkit.QualityEvaluator method) convert_json_schema_to_multipart() (in module caikit.runtime.http_server.utils) copy_file() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) CoreModelLoader (class in caikit.runtime.model_management.core_model_loader) create_data_model() (caikit.runtime.service_generation.rpcs._RequestMessage method) create_inference_rpcs() (in module caikit.runtime.service_generation) (in module caikit.runtime.service_generation.create_service) create_job_inference_rpcs() (in module caikit.runtime.service_generation) (in module caikit.runtime.service_generation.create_service) create_request_data_model() (caikit.runtime.service_generation.rpcs.CaikitRPCBase method) (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC method) create_rpc_json() (caikit.runtime.service_generation.rpcs.CaikitRPCBase method) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC method) (caikit.runtime.service_generation.rpcs.TaskPredictRPC method) create_training_rpcs() (in module caikit.runtime.service_generation) (in module caikit.runtime.service_generation.create_service) CREATED_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) CSVColumnFormatter (class in caikit.core.data_model.streams.csv_column_formatter) CSVSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers) CustomSignature (class in caikit.core.signature_parsing) (class in caikit.core.signature_parsing.module_signature)

D

data (caikit.interfaces.common.data_model.File attribute) (caikit.interfaces.common.data_model.file.File attribute) (caikit.interfaces.common.data_model.Vector1D attribute) (caikit.interfaces.common.data_model.vectors.Vector1D attribute) (caikit.interfaces.ts.data_model.time_types.Vector attribute) DataBase (class in caikit.core.data_model) (class in caikit.core.data_model.base) DataBase.OneofFieldVal (class in caikit.core.data_model) (class in caikit.core.data_model.base) DataModelBackendBase (class in caikit.core.data_model.data_backends) (class in caikit.core.data_model.data_backends.base) dataobject() (in module caikit.core.data_model) (in module caikit.core.data_model.dataobject) DATAOBJECT_PY_TO_PROTO_TYPES (in module caikit.core.data_model.dataobject) dataobject_to_pydantic() (in module caikit.runtime.http_server) (in module caikit.runtime.http_server.pydantic_wrapper) DataObjectBase (class in caikit.core) (class in caikit.core.data_model) (class in caikit.core.data_model.dataobject) DataStream (class in caikit.core.data_model) (class in caikit.core.data_model.streams.data_stream) DataStreamConverter (class in caikit.core.data_model.streams.converter) DataStreamPluginFactory (class in caikit.runtime.service_generation.data_stream_source) DataStreamResolver (class in caikit.core.data_model.streams.resolver) DataStreamSourceBase (class in caikit.runtime.service_generation.data_stream_source) DataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) DataStreamValidator (class in caikit.core.data_model.streams.validator) DataValidationError, [1], [2], [3] datetime_to_proto() (in module caikit.core.data_model.timestamp) decode_values() (caikit.interfaces.ts.data_model.time_types.ValueSequence.AnyValueSequence class method) (caikit.interfaces.ts.data_model.ValueSequence.AnyValueSequence class method) DEFAULT_LOADER_NAME (in module caikit.runtime.names) default_map (caikit.runtime.service_generation.rpcs._RequestMessage attribute) default_parameters (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) DEFAULT_SIZER_NAME (in module caikit.runtime.names) deferred_method_decoration() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) deferred_method_decorators (caikit.core.task.TaskBase attribute) (caikit.core.TaskBase attribute)

deleteVModel (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) deleteVModel() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) DeleteVModelRequest (in module caikit.runtime.protobufs.model_mesh_pb2) DeleteVModelResponse (in module caikit.runtime.protobufs.model_mesh_pb2) deploy_model() (caikit.runtime.model_management.model_manager.ModelManager method) (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl method) DeployModel() (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl method) DeployModelRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.model_management) DeployModelRequestProto (in module caikit.runtime.servicers.model_management_servicer) descriptor (caikit.runtime.service_factory.ServicePackage attribute) DESCRIPTOR (in module caikit.runtime.protobufs.model_mesh_pb2) (in module caikit.runtime.protobufs.model_runtime_pb2) (in module caikit.runtime.protobufs.process_pb2) destroy() (caikit.core.toolkit.concurrency.destroyable.Destroyable method) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread method) Destroyable (class in caikit.core.toolkit.concurrency.destroyable) DestroyableProcess() (in module caikit.core.toolkit.concurrency.destroyable_process) DestroyableThread (class in caikit.core.toolkit.concurrency.destroyable_thread) destroyed (caikit.core.toolkit.concurrency.destroyable.Destroyable property) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread property) details (caikit.interfaces.nlp.data_model.GeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextStreamResult attribute) dict_to_struct() (in module caikit.core.data_model.json_dict) DictBackend (class in caikit.core.data_model.data_backends) (class in caikit.core.data_model.data_backends.dict_backend) dir_check() (caikit.core.exceptions.error_handler.ErrorHandler method) Directory (class in caikit.interfaces.common.data_model.stream_sources) DirectoryDataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) DirectoryModelSizer (class in caikit.runtime.model_management.directory_model_sizer) dirname (caikit.interfaces.common.data_model.stream_sources.Directory attribute) disable_wip() (in module caikit.core.toolkit.wip_decorator) document (caikit.interfaces.nlp.data_model.reranker.RerankScore attribute) (caikit.interfaces.nlp.data_model.RerankScore attribute) dump_grpc_services() (in module caikit.runtime.dump_services) dump_http_services() (in module caikit.runtime.dump_services)

E

eager() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) EmbeddingResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.embedding_vectors) EmbeddingResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.embedding_vectors) EmbeddingTask (class in caikit.interfaces.nlp.tasks) EmbeddingTasks (class in caikit.interfaces.nlp.tasks) enable_inference (caikit.runtime.server_base.RuntimeServerBase attribute) enable_inference_jobs (caikit.runtime.server_base.RuntimeServerBase attribute) enable_training (caikit.runtime.server_base.RuntimeServerBase attribute) enable_wip() (in module caikit.core.toolkit.wip_decorator) enabled (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute) end (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.text.Token attribute) (caikit.interfaces.nlp.data_model.Token attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) end_writer_thread() (caikit.runtime.metrics.rpc_meter.RPCMeter method) endpoint (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) ensure_spark_cached() (in module caikit.interfaces.ts.data_model.backends._spark_backends) (in module caikit.interfaces.ts.data_model.backends.dfcache) ensureLoaded (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) ensureLoaded() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) EnsureLoadedRequest (in module caikit.runtime.protobufs.model_mesh_pb2) entity (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) entity_group (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) EOS_TOKEN (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) error (caikit.core.toolkit.concurrency.destroyable.Destroyable property) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread property) ERROR (caikit.core.toolkit.wip_decorator.Action attribute) (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) (caikit.runtime.names.StreamEventTypes attribute) error (in module caikit.core.augmentors.base) (in module caikit.core.augmentors.merged_augmentor) (in module caikit.core.augmentors.schemes.base) (in module caikit.core.augmentors.schemes.random_multi_selection_scheme) (in module caikit.core.augmentors.schemes.random_single_selection_scheme) (in module caikit.core.data_model) (in module caikit.core.data_model.base) (in module caikit.core.data_model.data_backends.dict_backend) (in module caikit.core.data_model.dataobject) (in module caikit.core.data_model.streams.converter) (in module caikit.core.data_model.streams.csv_column_formatter) (in module caikit.core.data_model.streams.data_stream) (in module caikit.core.data_model.streams.multipart_decoder) (in module caikit.core.data_model.streams.resolver) (in module caikit.core.data_model.streams.validator) (in module caikit.core.data_model.timestamp) (in module caikit.core.model_management.local_job_base) (in module caikit.core.model_management.local_job_predictor) (in module caikit.core.model_management.local_model_finder) (in module caikit.core.model_management.local_model_initializer) (in module caikit.core.model_management.local_model_trainer) (in module caikit.core.model_management.multi_model_finder) (in module caikit.core.model_management.multi_model_initializer) (in module caikit.core.module_backends.backend_types) (in module caikit.core.module_backends.local_backend) (in module caikit.core.modules.base) (in module caikit.core.modules.config) (in module caikit.core.modules.decorator) (in module caikit.core.modules.loader) (in module caikit.core.modules.meta) (in module caikit.core.modules.saver) (in module caikit.core.registries) (in module caikit.core.task) (in module caikit.core.toolkit.compatibility) (in module caikit.core.toolkit.concurrency.destroyable_process) (in module caikit.core.toolkit.concurrency.pickling_exception) (in module caikit.core.toolkit.factory) (in module caikit.core.toolkit.quality_evaluation) (in module caikit.core.toolkit.wip_decorator) (in module caikit.interfaces.common.data_model.producer) (in module caikit.interfaces.common.data_model.remote) (in module caikit.interfaces.common.data_model.vectors) (in module caikit.interfaces.nlp.data_model.embedding_vectors) (in module caikit.interfaces.nlp.data_model.sentence_similarity) (in module caikit.interfaces.ts.data_model._single_timeseries) (in module caikit.interfaces.ts.data_model.backends._spark_backends) (in module caikit.interfaces.ts.data_model.backends.base) (in module caikit.interfaces.ts.data_model.backends.pandas_backends) (in module caikit.interfaces.ts.data_model.time_types) (in module caikit.interfaces.ts.data_model.timeseries) (in module caikit.interfaces.ts.data_model.timeseries_evaluation) (in module caikit.interfaces.vision.data_model.backends.image_pil_backend) (in module caikit.interfaces.vision.data_model.image) (in module caikit.runtime.client.remote_config) (in module caikit.runtime.client.remote_model_finder) (in module caikit.runtime.client.remote_model_initializer) (in module caikit.runtime.client.remote_module_base) (in module caikit.runtime.dump_services) (in module caikit.runtime.http_server.http_server) (in module caikit.runtime.model_management.loaded_model) (in module caikit.runtime.model_management.model_manager) (in module caikit.runtime.server_base) (in module caikit.runtime.service_factory) (in module caikit.runtime.service_generation.create_service) (in module caikit.runtime.service_generation.data_stream_source) (in module caikit.runtime.servicers.global_train_servicer) (in module caikit.runtime.trace) (in module caikit.runtime.train)

error() (caikit.runtime.train.TrainArgumentParser method) ERRORED (caikit.core.data_model.job.JobStatus attribute) (caikit.core.data_model.JobStatus attribute) ErrorHandler (class in caikit.core.exceptions.error_handler) errors (caikit.core.model_management.job_base.JobInfo attribute) estimate_model_size() (caikit.runtime.model_management.model_manager.ModelManager method) EvalTypes (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.quality_evaluation) evaluate_quality() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) evaluation_type (caikit.core.ModuleBase attribute) (caikit.core.modules.base.ModuleBase attribute) (caikit.core.modules.ModuleBase attribute) EvaluationRecord (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.timeseries_evaluation) EvaluationResult (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.timeseries_evaluation) EvaluationTask (class in caikit.interfaces.ts.tasks) evaluator (caikit.core.ModuleBase attribute) (caikit.core.modules.base.ModuleBase attribute) (caikit.core.modules.ModuleBase attribute) event_loop (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) exception (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler attribute) ExceptionPickler (class in caikit.core.toolkit.concurrency.pickling_exception) execute() (caikit.core.augmentors.SchemeBase method) (caikit.core.augmentors.schemes.base.SchemeBase method) (caikit.core.augmentors.schemes.SchemeBase method) exist_ok (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) exit_complete() (in module caikit.runtime.train) extension (caikit.interfaces.common.data_model.stream_sources.Directory attribute) EXTRA_OPENAPI_KEY (in module caikit.runtime.names) extract (in module caikit) (in module caikit.core) extract() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method)

F

f1 (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) F1Metrics (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.quality_evaluation) F1MetricsContainer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.quality_evaluation) Factory (class in caikit.core.toolkit.factory) FactoryConstructible (class in caikit.core.toolkit.factory) fail_callback() (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) false_negative (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) false_positive (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) FATAL (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) fields (caikit.core.data_model.base._DataBaseMetaClass attribute) fields_enum_map (caikit.core.data_model.base._DataBaseMetaClass attribute) fields_enum_rev (caikit.core.data_model.base._DataBaseMetaClass attribute) File (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.file) file_check() (caikit.core.exceptions.error_handler.ErrorHandler method) file_path (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) FileDataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) filename (caikit.core.data_model.streams.multipart_decoder.Part attribute) (caikit.interfaces.common.data_model.File attribute) (caikit.interfaces.common.data_model.file.File attribute) (caikit.interfaces.common.data_model.FileReference attribute) (caikit.interfaces.common.data_model.stream_sources.FileReference attribute) FilePluginBase (class in caikit.runtime.service_generation.data_stream_source) FileReference (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.stream_sources) files (caikit.interfaces.common.data_model.ListOfFileReferences attribute) (caikit.interfaces.common.data_model.stream_sources.ListOfFileReferences attribute) (caikit.interfaces.common.data_model.stream_sources.S3Files attribute) fill_proto() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) (caikit.core.data_model.producer.ProducerId method) (caikit.core.data_model.ProducerId method) (caikit.interfaces.common.data_model.ProducerId method) (caikit.interfaces.common.data_model.Vector1D method) (caikit.interfaces.common.data_model.vectors.Vector1D method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.AnyValueSequence method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.AnyValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence method) filter() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) find_label_data_func() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) find_label_func() (caikit.core.ModuleBase static method) (caikit.core.modules.base.ModuleBase static method) (caikit.core.modules.ModuleBase static method) find_model() (caikit.core.model_management.local_model_finder.LocalModelFinder method) (caikit.core.model_management.model_finder_base.ModelFinderBase method) (caikit.core.model_management.ModelFinderBase method) (caikit.core.model_management.multi_model_finder.MultiModelFinder method) (caikit.runtime.client.remote_model_finder.RemoteModelFinder method) (caikit.runtime.client.RemoteModelFinder method) find_partial_matches() (caikit.core.QualityEvaluator static method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator static method) (caikit.core.toolkit.QualityEvaluator static method) finish_reason (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.TokenStreamDetails attribute) (caikit.interfaces.nlp.data_model.TokenStreamDetails attribute)

FinishReason (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text_generation) flatten() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) flatten_json_schema() (in module caikit.runtime.http_server.utils) FloatSequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.primitive_sequences) flush_metrics() (caikit.runtime.metrics.rpc_meter.RPCMeter method) FORBIDDEN (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) ForecastingTask (class in caikit.interfaces.ts.tasks) FORK_CTX (in module caikit.core.toolkit.concurrency.destroyable_process) FORKSERVER_CTX (in module caikit.core.toolkit.concurrency.destroyable_process) format() (caikit.core.data_model.streams.csv_column_formatter.CSVColumnFormatter method) FORWARD_MAP (in module caikit.core.toolkit.reversible_hasher) fp (caikit.core.data_model.streams.multipart_decoder.Part attribute) from_backend() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) from_binary_buffer() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) from_csv() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_csv_collection() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_datetime() (caikit.interfaces.ts.data_model.Seconds class method) (caikit.interfaces.ts.data_model.time_types.Seconds class method) from_file() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_header_csv() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_iterable() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_json() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) (caikit.interfaces.common.data_model.ListOfVector1D class method) (caikit.interfaces.common.data_model.Vector1D class method) (caikit.interfaces.common.data_model.vectors.ListOfVector1D class method) (caikit.interfaces.common.data_model.vectors.Vector1D class method) from_json_array() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_json_collection() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_jsonl() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_jsonl_collection() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_multipart_file() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_proto() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) (caikit.core.data_model.producer.ProducerId class method) (caikit.core.data_model.ProducerId class method) (caikit.interfaces.common.data_model.NpFloat32Sequence class method) (caikit.interfaces.common.data_model.NpFloat64Sequence class method) (caikit.interfaces.common.data_model.ProducerId class method) (caikit.interfaces.common.data_model.Vector1D class method) (caikit.interfaces.common.data_model.vectors.NpFloat32Sequence class method) (caikit.interfaces.common.data_model.vectors.NpFloat64Sequence class method) (caikit.interfaces.common.data_model.vectors.Vector1D class method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.AnyValueSequence class method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence class method) (caikit.interfaces.ts.data_model.ValueSequence.AnyValueSequence class method) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence class method) from_timedelta() (caikit.interfaces.ts.data_model.Seconds class method) (caikit.interfaces.ts.data_model.time_types.Seconds class method) from_txt() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_txt_collection() (caikit.core.data_model.DataStream class method) (caikit.core.data_model.streams.data_stream.DataStream class method) from_vector() (caikit.interfaces.common.data_model.Vector1D class method) (caikit.interfaces.common.data_model.vectors.Vector1D class method) full_name (caikit.core.data_model.base._DataBaseMetaClass attribute)

G

generate_inference_function() (caikit.runtime.client.remote_module_base.RemoteModuleBase class method) (caikit.runtime.client.RemoteModuleBase class method) generate_train_function() (caikit.runtime.client.remote_module_base.RemoteModuleBase class method) (caikit.runtime.client.RemoteModuleBase class method) generated_text (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextStreamResult attribute) generated_token_count (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) generated_tokens (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.TokenStreamDetails attribute) (caikit.interfaces.nlp.data_model.TokenStreamDetails attribute) GeneratedTextResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text_generation) GeneratedTextStreamResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text_generation) GeneratedToken (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text_generation) generator_func (caikit.core.data_model.DataStream attribute) (caikit.core.data_model.streams.data_stream.DataStream attribute) get() (caikit.core.toolkit.concurrency.pickling_exception.ExceptionPickler method) (in module caikit.core.exceptions.error_handler) get_ai_domain() (in module caikit.runtime.names) get_arg_type() (in module caikit.core.signature_parsing.docstrings) get_args_with_defaults() (in module caikit.core.signature_parsing.parsers) get_argument_types() (in module caikit.core.signature_parsing.parsers) get_attribute() (caikit.core.data_model.data_backends.base.DataModelBackendBase method) (caikit.core.data_model.data_backends.DataModelBackendBase method) (caikit.core.data_model.data_backends.dict_backend.DictBackend method) (caikit.core.data_model.data_backends.DictBackend method) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkMultiTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends._spark_backends.SparkTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends.base.StrictFieldBackendMixin method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasMultiTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasPeriodicTimeSequenceBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasPointTimeSequenceBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimePointBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasTimeSeriesBackend method) (caikit.interfaces.ts.data_model.backends.pandas_backends.PandasValueSequenceBackend method) (caikit.interfaces.vision.data_model.backends.image_pil_backend.ImagePilBackend method) (caikit.interfaces.vision.data_model.backends.ImagePilBackend method) get_class_for_name() (caikit.core.data_model.base.DataBase static method) (caikit.core.data_model.DataBase static method) get_class_for_proto() (caikit.core.data_model.base.DataBase static method) (caikit.core.data_model.DataBase static method) get_concrete_type() (caikit.core.data_model.dataobject._DataobjectConverter method) get_config() (in module caikit) (in module caikit.config) (in module caikit.config.config) get_data_model() (in module caikit.runtime.utils.import_util) get_data_stream_type() (in module caikit.runtime.service_generation.type_helpers) get_descriptor() (caikit.core.data_model.dataobject._DataobjectConverter method) get_dynamic_module() (in module caikit.runtime.utils.import_util) get_field_defaults() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) get_field_message_type() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) get_field_name() (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.FileDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.ListOfFilesDataStreamSourcePlugin method) get_field_number() (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.DirectoryDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.FileDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.JsonDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.ListOfFilesDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.S3FilesDataStreamSourcePlugin method) get_fields_for_message() (caikit.runtime.service_generation.compatibility_checker.ApiFieldNames static method) get_finder() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_future() (caikit.core.model_management.job_base.JobBase method) (caikit.core.model_management.job_predictor_base.JobPredictorBase method) (caikit.core.model_management.JobBase method) (caikit.core.model_management.JobPredictorBase method) (caikit.core.model_management.model_trainer_base.ModelTrainerBase method) (caikit.core.model_management.ModelTrainerBase method) get_generated_proto_classes() (in module caikit.core.data_model.dataobject) get_grpc_route_name() (in module caikit.runtime.names) get_http_prediction_job_result_route_name() (in module caikit.runtime.names) get_http_prediction_job_route_name() (in module caikit.runtime.names) get_http_route_name() (in module caikit.runtime.names) get_inference_request() (in module caikit.runtime) (in module caikit.runtime.service_factory) get_inference_signature() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) get_inference_signatures() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) get_info() (caikit.core.model_management.job_base.JobFutureBase method) (caikit.core.model_management.JobFutureBase method) (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) get_initializer() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_instance() (caikit.runtime.model_management.model_manager.ModelManager class method) get_job_name() (caikit.core.model_management.job_base.JobBase class method) (caikit.core.model_management.JobBase class method) get_local_future() (caikit.core.model_management.local_job_base.LocalJobBase method) get_metadata() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) (in module caikit.runtime.utils.servicer_util)

get_model_future (in module caikit) (in module caikit.core) get_model_future() (caikit.core.model_management.local_model_trainer.LocalModelTrainer method) (caikit.core.model_management.model_trainer_base.ModelTrainerBase method) (caikit.core.model_management.ModelTrainerBase method) (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_model_size() (caikit.runtime.model_management.directory_model_sizer.DirectoryModelSizer method) (caikit.runtime.model_management.mm_model_sizer.ModelMeshModelSizer method) (caikit.runtime.model_management.model_manager.ModelManager method) (caikit.runtime.model_management.model_sizer_base.ModelSizerBase method) get_models_info_dict() (caikit.runtime.servicers.info_servicer.InfoServicer method) get_module_backends() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_optional_field_names() (caikit.core.data_model.dataobject._DataobjectConverter method) get_or_throw() (caikit.core.toolkit.concurrency.destroyable.Destroyable method) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread method) get_output_type() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) get_output_type_name() (in module caikit.core.signature_parsing.parsers) get_plugins() (caikit.runtime.service_generation.data_stream_source.DataStreamPluginFactory method) get_prediction_future (in module caikit) (in module caikit.core) get_prediction_future() (caikit.core.model_management.job_predictor_base.JobPredictorBase method) (caikit.core.model_management.JobPredictorBase method) (caikit.core.model_management.local_job_predictor.LocalJobPredictor method) (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_prediction_result() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) get_prediction_status() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) get_predictor() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_predictor_name() (caikit.core.model_management.job_predictor_base.JobPredictorBase class method) (caikit.core.model_management.JobPredictorBase class method) get_proto_class() (caikit.core.data_model.base.DataBase class method) (caikit.core.data_model.DataBase class method) get_protoable_return_type() (in module caikit.runtime.service_generation.protoable) get_required_parameters() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) get_return_type() (in module caikit.core.signature_parsing.docstrings) get_rpc_name() (caikit.runtime.service_generation.rpcs.TaskPredictionCancelRPC method) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC method) (caikit.runtime.service_generation.rpcs.TaskPredictionResultRPC method) (caikit.runtime.service_generation.rpcs.TaskPredictionStatusRPC method) get_service_name() (in module caikit.runtime.names) get_service_package() (caikit.runtime.service_factory.ServicePackageFactory class method) get_service_package_name() (in module caikit.runtime.names) get_singleton_model_cache_info() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_stream_message_type() (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.DirectoryDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.FileDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.JsonDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.ListOfFilesDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.S3FilesDataStreamSourcePlugin method) get_task_predict_job_cancel_rpc_name() (in module caikit.runtime.names) get_task_predict_job_result_rpc_name() (in module caikit.runtime.names) get_task_predict_job_rpc_name() (in module caikit.runtime.names) get_task_predict_job_status_rpc_name() (in module caikit.runtime.names) get_task_predict_request_name() (in module caikit.runtime.names) get_task_predict_rpc_name() (in module caikit.runtime.names) get_trace_context() (in module caikit.runtime.trace) get_tracer() (in module caikit.runtime.trace) get_train_parameter_name() (in module caikit.runtime.names) get_train_params() (in module caikit.runtime) (in module caikit.runtime.service_factory) get_train_request() (in module caikit.runtime) (in module caikit.runtime.service_factory) get_train_request_name() (in module caikit.runtime.names) get_train_rpc_name() (in module caikit.runtime.names) get_trainer() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) get_trainer_name() (caikit.core.model_management.model_trainer_base.ModelTrainerBase class method) (caikit.core.model_management.ModelTrainerBase class method) get_training_status() (caikit.runtime.servicers.training_management_servicer.TrainingManagementServicerImpl method) get_union_list_type() (in module caikit.runtime.service_generation.protoable) get_valid_module_ids() (in module caikit.core) (in module caikit.core.model_manager) get_version_dict() (caikit.runtime.servicers.info_servicer.InfoServicer method) get_visibility() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) GetModelsInfo() (caikit.runtime.servicers.info_servicer.InfoServicer method) getModelStatus (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) getModelStatus() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) GetPredictionJobResult() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) GetPredictionJobStatus() (caikit.runtime.servicers.prediction_job_management_servicer.PredictionJobManagementServicerImpl method) GetRuntimeInfo() (caikit.runtime.servicers.info_servicer.InfoServicer method) GetStatusRequest (in module caikit.runtime.protobufs.model_mesh_pb2) GetTrainingStatus() (caikit.runtime.servicers.training_management_servicer.TrainingManagementServicerImpl method) getVModelStatus (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) getVModelStatus() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) GetVModelStatusRequest (in module caikit.runtime.protobufs.model_mesh_pb2) global_predict_servicer (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) global_train_servicer (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) GlobalPredictServicer (class in caikit.runtime.servicers.global_predict_servicer) GlobalTrainServicer (class in caikit.runtime.servicers.global_train_servicer) gold (caikit.core.QualityEvaluator attribute) (caikit.core.toolkit.quality_evaluation.QualityEvaluator attribute) (caikit.core.toolkit.QualityEvaluator attribute)

H

handle_protoables_in_union() (in module caikit.runtime.service_generation.protoable) handle_runtime_context() (caikit.core.BackendBase method) (caikit.core.module_backends.BackendBase method) (caikit.core.module_backends.base.BackendBase method) has_data_stream() (in module caikit.runtime.service_generation.type_helpers) has_inference_method_decorators() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) has_size() (caikit.runtime.model_management.loaded_model.LoadedModel method) hash() (caikit.core.toolkit.reversible_hasher.ReversibleHasher class method)

have_module() (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) HAVE_NUMPY (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) HAVE_PANDAS (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) HAVE_PYSPARK (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) HEALTH_ENDPOINT (in module caikit.runtime.http_server) (in module caikit.runtime.names) hostname (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) HTTP_TO_STATUS_CODE (in module caikit.runtime.names) HttpRequestAborter (class in caikit.runtime.http_server.request_aborter)

I

IAM_api_key (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) IAM_id (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) id (caikit.core.exceptions.caikit_core_exception.CaikitCoreException attribute) (caikit.core.model_management.job_base.JobFutureBase property) (caikit.core.model_management.JobFutureBase property) (caikit.interfaces.nlp.data_model.classification.InputWarning attribute) (caikit.runtime.types.caikit_runtime_exception.CaikitRuntimeException attribute) (caikit.runtime.work_management.abortable_context.AbortableContext attribute) Id (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.timeseries_evaluation) id() (caikit.runtime.model_management.loaded_model.LoadedModel method) (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) id_cols (caikit.interfaces.ts.data_model.EvaluationResult attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult attribute) ID_DELIMITER (caikit.core.model_management.job_base.JobFutureBase attribute) (caikit.core.model_management.JobFutureBase attribute) id_labels (caikit.interfaces.ts.data_model.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries.TimeSeries attribute) id_values (caikit.interfaces.ts.data_model.EvaluationRecord attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationRecord attribute) ids (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) Image (class in caikit.interfaces.vision.data_model) (class in caikit.interfaces.vision.data_model.image) image_data (caikit.interfaces.vision.data_model.Image attribute) (caikit.interfaces.vision.data_model.image.Image attribute) ImagePilBackend (class in caikit.interfaces.vision.data_model.backends) (class in caikit.interfaces.vision.data_model.backends.image_pil_backend) IMPORT_CLASS_KEY (caikit.core.toolkit.factory.ImportableFactory attribute) import_enum() (in module caikit.core.data_model) (in module caikit.core.data_model.enums) import_enums() (in module caikit.core.data_model) (in module caikit.core.data_model.enums) import_protobufs() (in module caikit.core.data_model.protobufs) ImportableFactory (class in caikit.core.toolkit.factory) IN_PROGRESS_GAUGE (in module caikit.runtime.interceptors.caikit_runtime_server_wrapper) INDENT (in module caikit.runtime.service_generation.rpcs) index (caikit.interfaces.nlp.data_model.reranker.RerankScore attribute) (caikit.interfaces.nlp.data_model.RerankScore attribute) INFERENCE (caikit.runtime.names.ServiceType attribute) inference_job_service (caikit.runtime.server_base.RuntimeServerBase attribute) inference_service (caikit.runtime.server_base.RuntimeServerBase attribute) INFO (caikit.runtime.names.ServiceType attribute) INFO_ENDPOINT (in module caikit.runtime.names) INFO_SERVICE_NAME (in module caikit.runtime.names) INFO_SERVICE_PACKAGE (in module caikit.runtime.names) INFO_SERVICE_SPEC (in module caikit.runtime.names) info_servicer (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) InfoServicer (class in caikit.runtime.servicers.info_servicer) init() (caikit.core.model_management.local_model_initializer.LocalModelInitializer method) (caikit.core.model_management.model_initializer_base.ModelInitializerBase method) (caikit.core.model_management.ModelInitializerBase method) (caikit.core.model_management.multi_model_initializer.MultiModelInitializer method) (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer method) (caikit.runtime.client.RemoteModelInitializer method) initialize_components() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) input (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult.TextGenTokenClassificationResults attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult.TextGenTokenClassificationResults attribute) input_end_index (caikit.interfaces.nlp.data_model.ChunkerTokenizationStreamResult attribute) (caikit.interfaces.nlp.data_model.text.ChunkerTokenizationStreamResult attribute) INPUT_SIZE_KEY (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer attribute) input_start_index (caikit.interfaces.nlp.data_model.ChunkerTokenizationStreamResult attribute) (caikit.interfaces.nlp.data_model.text.ChunkerTokenizationStreamResult attribute)

input_streaming (caikit.core.task.TaskBase.InferenceMethodPtr attribute) (caikit.core.TaskBase.InferenceMethodPtr attribute) (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC property) input_token_count (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResults attribute) (caikit.interfaces.nlp.data_model.RerankResult attribute) (caikit.interfaces.nlp.data_model.RerankResults attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResult attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResult attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.TokenStreamDetails attribute) (caikit.interfaces.nlp.data_model.TokenStreamDetails attribute) input_tokens (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextStreamResult attribute) input_type (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC property) InputWarning (class in caikit.interfaces.nlp.data_model.classification) InputWarningReason (class in caikit.interfaces.nlp.data_model.classification) insecure_verify (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute) intercepted_methods() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) intercepted_service() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) INTERNAL_ERROR_EXIT_CODE (in module caikit.runtime.train) interrupt() (caikit.runtime.server_base.RuntimeServerBase method) interrupter (caikit.runtime.server_base.RuntimeServerBase attribute) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl attribute) (caikit.runtime.work_management.abortable_context.AbortableContext attribute) IntSequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.primitive_sequences) INVALID_ARGUMENT (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) is_data_model_type() (in module caikit.runtime.service_generation.type_helpers) is_importable_on_platform() (in module caikit.core.toolkit.compatibility) is_model_type() (in module caikit.runtime.service_generation.type_helpers) is_multipart_file() (in module caikit.core.data_model) (in module caikit.core.data_model.streams.multipart_decoder) is_optional() (in module caikit.core.signature_parsing.docstrings) is_protoable_type() (in module caikit.runtime.service_generation.protoable) is_protobuf_primitive_field() (in module caikit.runtime.utils.servicer_util) is_started (caikit.core.BackendBase property) (caikit.core.module_backends.BackendBase property) (caikit.core.module_backends.base.BackendBase property) is_terminal (caikit.core.data_model.job.JobStatus property) (caikit.core.data_model.JobStatus property) is_terminated (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) (caikit.runtime.work_management.rpc_aborter.RpcAborter attribute) item_number (caikit.core.DataValidationError property) (caikit.core.exceptions.DataValidationError property) (caikit.core.exceptions.validation_error.DataValidationError property) (caikit.core.toolkit.errors.DataValidationError property) iteritems_workaround() (in module caikit.interfaces.ts.data_model.backends.spark_util)

J

JOB_INFERENCE (caikit.runtime.names.ServiceType attribute) JOB_PREDICT_RPC_COUNTER (in module caikit.runtime.servicers.global_predict_servicer) job_predictor_factory (in module caikit.core.model_management) (in module caikit.core.model_management.factories) JobBase (class in caikit.core.model_management) (class in caikit.core.model_management.job_base) JobFutureBase (class in caikit.core.model_management) (class in caikit.core.model_management.job_base) JobInfo (class in caikit.core.model_management.job_base) JobPredictorBase (class in caikit.core.model_management) (class in caikit.core.model_management.job_predictor_base) JobPredictorFutureBase (class in caikit.core.model_management) (class in caikit.core.model_management.job_predictor_base)

JobPredictorInfo (class in caikit.core.model_management) (class in caikit.core.model_management.job_predictor_base) JobStatus (class in caikit.core.data_model) (class in caikit.core.data_model.job) join() (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) JsonDataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) JsonDict (in module caikit.core.data_model.json_dict) JsonDictValue (in module caikit.core.data_model) (in module caikit.core.data_model.json_dict) JSONSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers)

K

key_data (caikit.interfaces.common.data_model.ConnectionTlsInfo property) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo property) key_file (caikit.interfaces.common.data_model.ConnectionTlsInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo attribute)

kill() (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) KNOWN_ARG_TYPES (in module caikit.core.signature_parsing.parsers)

L

label (caikit.interfaces.nlp.data_model.classification.ClassificationResult attribute) (caikit.interfaces.nlp.data_model.ClassificationResult attribute) labels (caikit.interfaces.nlp.data_model.classification.ClassificationTrainRecord attribute) (caikit.interfaces.nlp.data_model.ClassificationTrainRecord attribute) LazyModule (class in caikit.interfaces.ts.data_model.toolkit.optional_dependencies) library (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer attribute) ListOfFileReferences (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.stream_sources) ListOfFilesDataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) ListOfVector1D (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.vectors) load (in module caikit) (in module caikit.core) load() (caikit.core.model_management.local_model_trainer.LocalModelTrainer.LocalModelTrainFuture method) (caikit.core.model_management.model_trainer_base.ModelTrainerFutureBase method) (caikit.core.model_management.ModelTrainerFutureBase method) (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) (caikit.core.ModuleBase class method) (caikit.core.ModuleConfig class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.config.ModuleConfig class method) (caikit.core.modules.ModuleBase class method) (caikit.core.modules.ModuleConfig class method) load_arg() (caikit.core.ModuleLoader method) (caikit.core.modules.loader.ModuleLoader method) (caikit.core.modules.ModuleLoader method) load_args() (caikit.core.ModuleLoader method) (caikit.core.modules.loader.ModuleLoader method) (caikit.core.modules.ModuleLoader method) load_backend (caikit.core.ModuleBase property) (caikit.core.modules.base.ModuleBase property) (caikit.core.modules.ModuleBase property) load_binary() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_csv() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_dict_csv() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_from_module() (caikit.runtime.client.remote_config.RemoteModuleConfig class method) (caikit.runtime.client.RemoteModuleConfig class method) load_json() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_model() (caikit.runtime.model_management.model_loader_base.ModelLoaderBase method) (caikit.runtime.model_management.model_manager.ModelManager method) LOAD_MODEL_DURATION_SUMMARY (in module caikit.runtime.model_management.model_manager) LOAD_MODEL_EXCEPTION_COUNTER (in module caikit.runtime.model_management.model_manager) load_module() (caikit.core.ModuleLoader method) (caikit.core.modules.loader.ModuleLoader method) (caikit.core.modules.ModuleLoader method) load_module_instance() (caikit.runtime.model_management.core_model_loader.CoreModelLoader method) (caikit.runtime.model_management.model_loader_base.ModelLoaderBase method) load_module_list() (caikit.core.ModuleLoader method) (caikit.core.modules.loader.ModuleLoader method) (caikit.core.modules.ModuleLoader method) load_pickle() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_txt() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_txt_lines() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) load_yaml() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) loaded (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) loaded() (caikit.runtime.model_management.loaded_model.LoadedModel method) loaded_models (caikit.runtime.model_management.model_manager.ModelManager attribute) LoadedModel (class in caikit.runtime.model_management.loaded_model) LoadedModel.Builder (class in caikit.runtime.model_management.loaded_model) loading() (caikit.runtime.model_management.loaded_model.LoadedModel method) loadModel (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeStub attribute) loadModel() (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntime static method) (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeServicer method) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl method) LoadModelRequest (in module caikit.runtime.protobufs.model_runtime_pb2) LoadModelResponse (in module caikit.runtime.protobufs.model_runtime_pb2) LOCAL_MODEL_TYPE (in module caikit.runtime.names) LocalBackend (class in caikit.core) (class in caikit.core.module_backends) (class in caikit.core.module_backends.local_backend) LocalJobBase (class in caikit.core.model_management.local_job_base) LocalJobBase.LocalJobFuture (class in caikit.core.model_management.local_job_base) LocalJobPredictor (class in caikit.core.model_management.local_job_predictor) LocalJobPredictor.LocalJobPredictorFuture (class in caikit.core.model_management.local_job_predictor) LocalModelFinder (class in caikit.core.model_management.local_model_finder) LocalModelFuture (caikit.core.model_management.local_model_trainer.LocalModelTrainer attribute) LocalModelInitializer (class in caikit.core.model_management.local_model_initializer) LocalModelTrainer (class in caikit.core.model_management.local_model_trainer) LocalModelTrainer.LocalModelTrainFuture (class in caikit.core.model_management.local_model_trainer) log (in module caikit.config.config) (in module caikit.core.augmentors.base) (in module caikit.core.augmentors.merged_augmentor) (in module caikit.core.augmentors.schemes.base) (in module caikit.core.augmentors.schemes.random_multi_selection_scheme) (in module caikit.core.augmentors.schemes.random_single_selection_scheme) (in module caikit.core.data_model) (in module caikit.core.data_model.base) (in module caikit.core.data_model.data_backends.dict_backend) (in module caikit.core.data_model.dataobject) (in module caikit.core.data_model.streams.converter) (in module caikit.core.data_model.streams.csv_column_formatter) (in module caikit.core.data_model.streams.data_stream) (in module caikit.core.data_model.streams.multipart_decoder) (in module caikit.core.data_model.streams.resolver) (in module caikit.core.data_model.streams.validator) (in module caikit.core.data_model.timestamp) (in module caikit.core.model_management.local_job_base) (in module caikit.core.model_management.local_job_predictor) (in module caikit.core.model_management.local_model_finder) (in module caikit.core.model_management.local_model_initializer) (in module caikit.core.model_management.local_model_trainer) (in module caikit.core.model_management.multi_model_finder) (in module caikit.core.model_management.multi_model_initializer) (in module caikit.core.module_backends.backend_types) (in module caikit.core.module_backends.local_backend) (in module caikit.core.modules.base) (in module caikit.core.modules.config) (in module caikit.core.modules.decorator) (in module caikit.core.modules.loader) (in module caikit.core.modules.meta) (in module caikit.core.modules.saver) (in module caikit.core.registries) (in module caikit.core.signature_parsing.docstrings) (in module caikit.core.signature_parsing.module_signature) (in module caikit.core.signature_parsing.parsers) (in module caikit.core.task) (in module caikit.core.toolkit.compatibility) (in module caikit.core.toolkit.concurrency.destroyable_process) (in module caikit.core.toolkit.concurrency.destroyable_thread) (in module caikit.core.toolkit.concurrency.pickling_exception) (in module caikit.core.toolkit.factory) (in module caikit.core.toolkit.quality_evaluation) (in module caikit.core.toolkit.wip_decorator) (in module caikit.interfaces.common.data_model.producer) (in module caikit.interfaces.common.data_model.remote) (in module caikit.interfaces.common.data_model.vectors) (in module caikit.interfaces.nlp.data_model.classification) (in module caikit.interfaces.nlp.data_model.embedding_vectors) (in module caikit.interfaces.nlp.data_model.sentence_similarity) (in module caikit.interfaces.nlp.data_model.text) (in module caikit.interfaces.nlp.data_model.text_generation) (in module caikit.interfaces.runtime.data_model.info) (in module caikit.interfaces.ts.data_model._single_timeseries) (in module caikit.interfaces.ts.data_model.backends._spark_backends) (in module caikit.interfaces.ts.data_model.backends.base) (in module caikit.interfaces.ts.data_model.backends.pandas_backends) (in module caikit.interfaces.ts.data_model.time_types) (in module caikit.interfaces.ts.data_model.timeseries) (in module caikit.interfaces.ts.data_model.timeseries_evaluation) (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) (in module caikit.interfaces.vision.data_model.backends.image_pil_backend) (in module caikit.interfaces.vision.data_model.image) (in module caikit.runtime.__main__) (in module caikit.runtime.client.remote_config) (in module caikit.runtime.client.remote_model_finder) (in module caikit.runtime.client.remote_model_initializer) (in module caikit.runtime.client.remote_module_base) (in module caikit.runtime.dump_services) (in module caikit.runtime.grpc_server) (in module caikit.runtime.http_server.http_server) (in module caikit.runtime.http_server.pydantic_wrapper) (in module caikit.runtime.http_server.request_aborter) (in module caikit.runtime.interceptors.caikit_runtime_server_wrapper) (in module caikit.runtime.metrics.rpc_meter) (in module caikit.runtime.model_management.batcher) (in module caikit.runtime.model_management.core_model_loader) (in module caikit.runtime.model_management.directory_model_sizer) (in module caikit.runtime.model_management.loaded_model) (in module caikit.runtime.model_management.mm_model_sizer) (in module caikit.runtime.model_management.model_loader_base) (in module caikit.runtime.model_management.model_manager) (in module caikit.runtime.model_management.model_sizer_base) (in module caikit.runtime.names) (in module caikit.runtime.server_base) (in module caikit.runtime.service_factory) (in module caikit.runtime.service_generation.compatibility_checker) (in module caikit.runtime.service_generation.create_service) (in module caikit.runtime.service_generation.data_stream_source) (in module caikit.runtime.service_generation.protoable) (in module caikit.runtime.service_generation.rpcs) (in module caikit.runtime.servicers.global_predict_servicer) (in module caikit.runtime.servicers.global_train_servicer) (in module caikit.runtime.servicers.info_servicer) (in module caikit.runtime.servicers.model_management_servicer) (in module caikit.runtime.servicers.model_runtime_servicer) (in module caikit.runtime.servicers.model_train_servicer) (in module caikit.runtime.servicers.prediction_job_management_servicer) (in module caikit.runtime.servicers.training_management_servicer) (in module caikit.runtime.trace) (in module caikit.runtime.train) (in module caikit.runtime.utils.import_util) (in module caikit.runtime.utils.servicer_util) (in module caikit.runtime.work_management.abortable_context) (in module caikit.runtime.work_management.rpc_aborter)

log_chan (caikit.core.exceptions.error_handler.ErrorHandler attribute) log_raise() (caikit.core.exceptions.error_handler.ErrorHandler method) logprob (caikit.interfaces.nlp.data_model.GeneratedToken attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedToken attribute) logs_writer_thread (caikit.runtime.metrics.rpc_meter.RPCMeter attribute)

M

macro_metrics (caikit.core.F1MetricsContainer attribute) (caikit.core.toolkit.F1MetricsContainer attribute) (caikit.core.toolkit.quality_evaluation.F1MetricsContainer attribute) main() (in module caikit.runtime.__main__) (in module caikit.runtime.dump_services) (in module caikit.runtime.grpc_server) (in module caikit.runtime.http_server.http_server) (in module caikit.runtime.train) make_data_stream_source() (in module caikit.runtime.service_generation.data_stream_source) make_dataobject() (in module caikit.core.data_model.dataobject) make_local_channel() (caikit.runtime.grpc_server.RuntimeGRPCServer method) MANAGEMENT_ENDPOINT (in module caikit.runtime.names) map() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) max_session_age (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) MAX_TOKENS (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) merge_configs() (in module caikit.config.config) MergedAugmentor (class in caikit.core.augmentors) (class in caikit.core.augmentors.merged_augmentor) message (caikit.core.exceptions.caikit_core_exception.CaikitCoreException attribute) (caikit.interfaces.nlp.data_model.classification.InputWarning attribute) MESSAGE (caikit.runtime.names.StreamEventTypes attribute) message (caikit.runtime.types.caikit_runtime_exception.CaikitRuntimeException attribute) message_format (in module caikit.core.toolkit.wip_decorator) messages (caikit.runtime.service_factory.ServicePackage attribute) metadata (caikit.core.ModuleBase property) (caikit.core.modules.base.ModuleBase property) (caikit.core.modules.ModuleBase property) (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) metering_event (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) method_name (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) (caikit.core.task.TaskBase.InferenceMethodPtr attribute) (caikit.core.TaskBase.InferenceMethodPtr attribute) method_signature (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) metric_cols (caikit.interfaces.ts.data_model.EvaluationResult attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult attribute) metric_values (caikit.interfaces.ts.data_model.EvaluationRecord attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationRecord attribute) metrics_dir (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) micro_metrics (caikit.core.F1MetricsContainer attribute) (caikit.core.toolkit.F1MetricsContainer attribute) (caikit.core.toolkit.quality_evaluation.F1MetricsContainer attribute) mock_pd_groupby() (in module caikit.interfaces.ts.data_model.backends.spark_util) model() (caikit.runtime.model_management.loaded_model.LoadedModel method) MODEL_COUNT_GAUGE (in module caikit.runtime.model_management.model_manager) model_directory_size (caikit.runtime.model_management.directory_model_sizer.DirectoryModelSizer attribute) model_files (caikit.interfaces.runtime.data_model.DeployModelRequest attribute) (caikit.interfaces.runtime.data_model.model_management.DeployModelRequest attribute) model_finder_factory (in module caikit.core.model_management) (in module caikit.core.model_management.factories) model_future_factory() (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) model_id (caikit.interfaces.runtime.data_model.DeployModelRequest attribute) (caikit.interfaces.runtime.data_model.model_management.DeployModelRequest attribute) (caikit.interfaces.runtime.data_model.model_management.UndeployModelRequest attribute) (caikit.interfaces.runtime.data_model.ModelPointer attribute) (caikit.interfaces.runtime.data_model.training_management.ModelPointer attribute) (caikit.interfaces.runtime.data_model.UndeployModelRequest attribute) MODEL_ID (in module caikit.runtime.names) model_ids (caikit.interfaces.runtime.data_model.info.ModelInfoRequest attribute) (caikit.interfaces.runtime.data_model.ModelInfoRequest attribute) model_initializer_factory (in module caikit.core.model_management) (in module caikit.core.model_management.factories) model_key (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) model_loader (caikit.runtime.model_management.model_manager.ModelManager attribute) model_loader_factory (in module caikit.runtime.model_management.factories) MODEL_MANAGEMENT (caikit.runtime.names.ServiceType attribute) MODEL_MANAGEMENT_ENDPOINT (in module caikit.runtime.http_server) (in module caikit.runtime.names) model_management_service (caikit.runtime.grpc_server.RuntimeGRPCServer attribute) MODEL_MANAGEMENT_SERVICE_NAME (in module caikit.runtime.names) MODEL_MANAGEMENT_SERVICE_PACKAGE (in module caikit.runtime.names) MODEL_MANAGEMENT_SERVICE_SPEC (in module caikit.runtime.names) model_management_servicer (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) model_manager (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl attribute) MODEL_MANAGER (in module caikit.core) MODEL_MESH_MODEL_ID_KEY (in module caikit.runtime.names) model_name (caikit.interfaces.runtime.data_model.training_management.TrainingJob attribute) (caikit.interfaces.runtime.data_model.TrainingJob attribute) model_path (caikit.core.ModuleLoader attribute) (caikit.core.modules.loader.ModuleLoader attribute) (caikit.core.modules.ModuleLoader attribute) (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) MODEL_SIZE_GAUGE (in module caikit.runtime.model_management.model_manager) model_sizer (caikit.runtime.model_management.model_manager.ModelManager attribute) model_sizer_factory (in module caikit.runtime.model_management.factories) model_trainer_factory (in module caikit.core.model_management) (in module caikit.core.model_management.factories) ModelFinderBase (class in caikit.core.model_management) (class in caikit.core.model_management.model_finder_base) ModelFutureBase (caikit.core.model_management.model_trainer_base.ModelTrainerBase attribute) (caikit.core.model_management.ModelTrainerBase attribute) ModelInfo (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.info) (in module caikit.runtime.protobufs.model_mesh_pb2) ModelInfoProto (in module caikit.runtime.servicers.model_management_servicer) ModelInfoRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.info) ModelInfoResponse (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.info) ModelInitializerBase (class in caikit.core.model_management) (class in caikit.core.model_management.model_initializer_base) ModelLoaderBase (class in caikit.runtime.model_management.model_loader_base) ModelManagementServicerImpl (class in caikit.runtime.servicers.model_management_servicer) ModelManager (class in caikit.core) (class in caikit.core.model_manager) (class in caikit.runtime.model_management.model_manager) ModelMesh (class in caikit.runtime.protobufs.model_mesh_pb2_grpc) ModelMeshModelSizer (class in caikit.runtime.model_management.mm_model_sizer) ModelMeshServicer (class in caikit.runtime.protobufs.model_mesh_pb2_grpc) ModelMeshStub (class in caikit.runtime.protobufs.model_mesh_pb2_grpc) ModelPointer (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.training_management) ModelRuntime (class in caikit.runtime.protobufs.model_runtime_pb2_grpc) ModelRuntimeServicer (class in caikit.runtime.protobufs.model_runtime_pb2_grpc) ModelRuntimeServicerImpl (class in caikit.runtime.servicers.model_runtime_servicer) ModelRuntimeStub (class in caikit.runtime.protobufs.model_runtime_pb2_grpc) models (caikit.interfaces.runtime.data_model.info.ModelInfoResponse attribute) (caikit.interfaces.runtime.data_model.ModelInfoResponse attribute) MODELS_INFO_ENDPOINT (in module caikit.runtime.http_server) (in module caikit.runtime.names) modelSize (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeStub attribute) modelSize() (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntime static method) (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeServicer method) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl method) ModelSizerBase (class in caikit.runtime.model_management.model_sizer_base) ModelSizeRequest (in module caikit.runtime.protobufs.model_runtime_pb2) ModelSizeResponse (in module caikit.runtime.protobufs.model_runtime_pb2) ModelStatusInfo (in module caikit.runtime.protobufs.model_mesh_pb2) ModelTrainerBase (class in caikit.core.model_management) (class in caikit.core.model_management.model_trainer_base) ModelTrainerFutureBase (class in caikit.core.model_management) (class in caikit.core.model_management.model_trainer_base) ModelTrainServicerImpl (class in caikit.runtime.servicers.model_train_servicer) module caikit caikit._version caikit.config caikit.config.config caikit.core caikit.core.augmentors caikit.core.augmentors.base caikit.core.augmentors.merged_augmentor caikit.core.augmentors.schemes caikit.core.augmentors.schemes.always_selection_scheme caikit.core.augmentors.schemes.base caikit.core.augmentors.schemes.random_multi_selection_scheme caikit.core.augmentors.schemes.random_single_selection_scheme caikit.core.data_model caikit.core.data_model.base caikit.core.data_model.data_backends caikit.core.data_model.data_backends.base caikit.core.data_model.data_backends.dict_backend caikit.core.data_model.dataobject caikit.core.data_model.enums caikit.core.data_model.job caikit.core.data_model.json_dict caikit.core.data_model.package caikit.core.data_model.prediction_status caikit.core.data_model.producer caikit.core.data_model.protobufs caikit.core.data_model.runtime_context caikit.core.data_model.streams caikit.core.data_model.streams.converter caikit.core.data_model.streams.csv_column_formatter caikit.core.data_model.streams.data_stream caikit.core.data_model.streams.multipart_decoder caikit.core.data_model.streams.resolver caikit.core.data_model.streams.validator caikit.core.data_model.timestamp caikit.core.data_model.training_status caikit.core.exceptions caikit.core.exceptions.caikit_core_exception caikit.core.exceptions.error_handler caikit.core.exceptions.validation_error caikit.core.model_management caikit.core.model_management.factories caikit.core.model_management.job_base caikit.core.model_management.job_predictor_base caikit.core.model_management.local_job_base caikit.core.model_management.local_job_predictor caikit.core.model_management.local_model_finder caikit.core.model_management.local_model_initializer caikit.core.model_management.local_model_trainer caikit.core.model_management.model_finder_base caikit.core.model_management.model_initializer_base caikit.core.model_management.model_trainer_base caikit.core.model_management.multi_model_finder caikit.core.model_management.multi_model_initializer caikit.core.model_manager caikit.core.module_backends caikit.core.module_backends.backend_types caikit.core.module_backends.base caikit.core.module_backends.local_backend caikit.core.modules caikit.core.modules.base caikit.core.modules.config caikit.core.modules.decorator caikit.core.modules.loader caikit.core.modules.meta caikit.core.modules.saver caikit.core.registries caikit.core.signature_parsing caikit.core.signature_parsing.docstrings caikit.core.signature_parsing.module_signature caikit.core.signature_parsing.parsers caikit.core.task caikit.core.toolkit caikit.core.toolkit.compatibility caikit.core.toolkit.concurrency caikit.core.toolkit.concurrency.destroyable caikit.core.toolkit.concurrency.destroyable_process caikit.core.toolkit.concurrency.destroyable_thread caikit.core.toolkit.concurrency.pickling_exception caikit.core.toolkit.error_handler caikit.core.toolkit.errors caikit.core.toolkit.factory caikit.core.toolkit.fileio caikit.core.toolkit.logging caikit.core.toolkit.name_tools caikit.core.toolkit.quality_evaluation caikit.core.toolkit.reversible_hasher caikit.core.toolkit.serializers caikit.core.toolkit.sync_to_async caikit.core.toolkit.wip_decorator caikit.interfaces caikit.interfaces.common caikit.interfaces.common.data_model caikit.interfaces.common.data_model.file caikit.interfaces.common.data_model.primitive_sequences caikit.interfaces.common.data_model.producer caikit.interfaces.common.data_model.remote caikit.interfaces.common.data_model.stream_sources caikit.interfaces.common.data_model.vectors caikit.interfaces.nlp caikit.interfaces.nlp.data_model caikit.interfaces.nlp.data_model.classification caikit.interfaces.nlp.data_model.embedding_vectors caikit.interfaces.nlp.data_model.package caikit.interfaces.nlp.data_model.reranker caikit.interfaces.nlp.data_model.sentence_similarity caikit.interfaces.nlp.data_model.text caikit.interfaces.nlp.data_model.text_generation caikit.interfaces.nlp.tasks caikit.interfaces.runtime caikit.interfaces.runtime.data_model caikit.interfaces.runtime.data_model.context caikit.interfaces.runtime.data_model.info caikit.interfaces.runtime.data_model.model_management caikit.interfaces.runtime.data_model.package caikit.interfaces.runtime.data_model.prediction_job_management caikit.interfaces.runtime.data_model.training_management caikit.interfaces.ts caikit.interfaces.ts.data_model caikit.interfaces.ts.data_model._single_timeseries caikit.interfaces.ts.data_model.backends caikit.interfaces.ts.data_model.backends._spark_backends caikit.interfaces.ts.data_model.backends.base caikit.interfaces.ts.data_model.backends.dfcache caikit.interfaces.ts.data_model.backends.pandas_backends caikit.interfaces.ts.data_model.backends.spark_util caikit.interfaces.ts.data_model.backends.util caikit.interfaces.ts.data_model.package caikit.interfaces.ts.data_model.time_types caikit.interfaces.ts.data_model.timeseries caikit.interfaces.ts.data_model.timeseries_evaluation caikit.interfaces.ts.data_model.toolkit caikit.interfaces.ts.data_model.toolkit.optional_dependencies caikit.interfaces.ts.data_model.toolkit.sparkconf caikit.interfaces.ts.tasks caikit.interfaces.vision caikit.interfaces.vision.data_model caikit.interfaces.vision.data_model.backends caikit.interfaces.vision.data_model.backends.image_pil_backend caikit.interfaces.vision.data_model.image caikit.interfaces.vision.data_model.package caikit.runtime caikit.runtime.__main__ caikit.runtime.client caikit.runtime.client.remote_config caikit.runtime.client.remote_model_finder caikit.runtime.client.remote_model_initializer caikit.runtime.client.remote_module_base caikit.runtime.client.utils caikit.runtime.dump_services caikit.runtime.grpc_server caikit.runtime.http_server caikit.runtime.http_server.__main__ caikit.runtime.http_server.http_server caikit.runtime.http_server.pydantic_wrapper caikit.runtime.http_server.request_aborter caikit.runtime.http_server.utils caikit.runtime.interceptors caikit.runtime.interceptors.caikit_runtime_server_wrapper caikit.runtime.metrics caikit.runtime.metrics.rpc_meter caikit.runtime.model_management caikit.runtime.model_management.batcher caikit.runtime.model_management.core_model_loader caikit.runtime.model_management.directory_model_sizer caikit.runtime.model_management.factories caikit.runtime.model_management.loaded_model caikit.runtime.model_management.mm_model_sizer caikit.runtime.model_management.model_loader_base caikit.runtime.model_management.model_manager caikit.runtime.model_management.model_sizer_base caikit.runtime.names caikit.runtime.protobufs caikit.runtime.protobufs.model_mesh_pb2 caikit.runtime.protobufs.model_mesh_pb2_grpc caikit.runtime.protobufs.model_runtime_pb2 caikit.runtime.protobufs.model_runtime_pb2_grpc caikit.runtime.protobufs.process_pb2 caikit.runtime.protobufs.process_pb2_grpc caikit.runtime.server_base caikit.runtime.service_factory caikit.runtime.service_generation caikit.runtime.service_generation.compatibility_checker caikit.runtime.service_generation.create_service caikit.runtime.service_generation.data_stream_source caikit.runtime.service_generation.protoable caikit.runtime.service_generation.rpcs caikit.runtime.service_generation.type_helpers caikit.runtime.servicers caikit.runtime.servicers.global_predict_servicer caikit.runtime.servicers.global_train_servicer caikit.runtime.servicers.info_servicer caikit.runtime.servicers.model_management_servicer caikit.runtime.servicers.model_runtime_servicer caikit.runtime.servicers.model_train_servicer caikit.runtime.servicers.prediction_job_management_servicer caikit.runtime.servicers.training_management_servicer caikit.runtime.trace caikit.runtime.train caikit.runtime.types caikit.runtime.types.aborted_exception caikit.runtime.types.caikit_runtime_exception caikit.runtime.utils caikit.runtime.utils.import_util caikit.runtime.utils.servicer_util caikit.runtime.work_management caikit.runtime.work_management.abortable_context caikit.runtime.work_management.rpc_aborter caikit.version

module (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) module() (in module caikit) (in module caikit.core) (in module caikit.core.modules) (in module caikit.core.modules.decorator) MODULE_BACKEND_CLASSES (in module caikit.core.registries) module_backend_classes() (in module caikit.core.registries) MODULE_BACKEND_REGISTRY (in module caikit.core.registries) module_backend_registry() (in module caikit.core.registries) MODULE_BACKEND_TYPES (in module caikit.core.registries) module_backend_types() (in module caikit.core.registries) MODULE_CLASS_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) module_class_to_inner_request_name() (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC static method) module_class_to_req_name() (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC static method) module_class_to_rpc_name() (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC static method) module_id (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.remote_model_finder.ModuleConnectionInfo attribute) (caikit.runtime.client.RemoteModuleConfig attribute) MODULE_ID_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) module_list (caikit.runtime.service_generation.rpcs.CaikitRPCBase property) (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictRPC property) module_metadata (caikit.core.ModuleBase property) (caikit.core.modules.base.ModuleBase property) (caikit.core.modules.ModuleBase property) (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) module_name (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) MODULE_PATHS_KEY (caikit.core.ModuleLoader attribute) (caikit.core.modules.loader.ModuleLoader attribute) (caikit.core.modules.ModuleLoader attribute) MODULE_REGISTRY (in module caikit.core.registries) module_registry() (in module caikit.core.registries) MODULE_VERSION_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) ModuleBase (class in caikit.core) (class in caikit.core.modules) (class in caikit.core.modules.base) ModuleClassTrainRPC (class in caikit.runtime.service_generation.rpcs) ModuleConfig (class in caikit.core) (class in caikit.core.modules) (class in caikit.core.modules.config) ModuleConnectionInfo (class in caikit.runtime.client.remote_model_finder) ModuleLoader (class in caikit.core) (class in caikit.core.modules) (class in caikit.core.modules.loader) ModuleSaver (class in caikit.core) (class in caikit.core.modules) (class in caikit.core.modules.saver) mtls_enabled (caikit.interfaces.common.data_model.ConnectionTlsInfo property) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo property) MULTILABEL_MULTICLASS (caikit.core.EvalTypes attribute) (caikit.core.toolkit.EvalTypes attribute) (caikit.core.toolkit.quality_evaluation.EvalTypes attribute) multilabel_multiclass_evaluation() (caikit.core.QualityEvaluator method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator method) (caikit.core.toolkit.QualityEvaluator method) MULTILABEL_MULTICLASS_HIERARCHICAL (caikit.core.EvalTypes attribute) (caikit.core.toolkit.EvalTypes attribute) (caikit.core.toolkit.quality_evaluation.EvalTypes attribute) multilabel_multiclass_hierarchical_evaluation() (caikit.core.QualityEvaluator method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator method) (caikit.core.toolkit.QualityEvaluator method) MultiModelFinder (class in caikit.core.model_management.multi_model_finder) MultiModelInitializer (class in caikit.core.model_management.multi_model_initializer) MultiTimeSeriesBackendBase (class in caikit.interfaces.ts.data_model.backends.base) must_abort() (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.work_management.abortable_context.ActionAborter method) (caikit.runtime.work_management.rpc_aborter.RpcAborter method)

N

name (caikit.core.data_model.producer.ProducerId attribute) (caikit.core.data_model.ProducerId attribute) (caikit.core.model_management.local_job_predictor.LocalJobPredictor attribute) (caikit.core.model_management.local_model_finder.LocalModelFinder attribute) (caikit.core.model_management.local_model_initializer.LocalModelInitializer attribute) (caikit.core.model_management.local_model_trainer.LocalModelTrainer attribute) (caikit.core.model_management.multi_model_finder.MultiModelFinder attribute) (caikit.core.model_management.multi_model_initializer.MultiModelInitializer attribute) (caikit.core.toolkit.factory.Factory property) (caikit.core.toolkit.factory.FactoryConstructible property) (caikit.interfaces.common.data_model.ProducerId attribute) (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) (caikit.runtime.client.remote_model_finder.RemoteModelFinder attribute) (caikit.runtime.client.remote_model_initializer.RemoteModelInitializer attribute) (caikit.runtime.client.RemoteModelFinder attribute) (caikit.runtime.client.RemoteModelInitializer attribute) (caikit.runtime.model_management.core_model_loader.CoreModelLoader attribute) (caikit.runtime.model_management.directory_model_sizer.DirectoryModelSizer attribute) (caikit.runtime.model_management.mm_model_sizer.ModelMeshModelSizer attribute) (caikit.runtime.service_generation.data_stream_source.DirectoryDataStreamSourcePlugin attribute) (caikit.runtime.service_generation.data_stream_source.FileDataStreamSourcePlugin attribute) (caikit.runtime.service_generation.data_stream_source.JsonDataStreamSourcePlugin attribute) (caikit.runtime.service_generation.data_stream_source.ListOfFilesDataStreamSourcePlugin attribute) (caikit.runtime.service_generation.data_stream_source.S3FilesDataStreamSourcePlugin attribute) (caikit.runtime.service_generation.rpcs._RequestMessage attribute) (caikit.runtime.service_generation.rpcs.CaikitRPCBase property)

name_to_plugin_map (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase property) NLP_PACKAGE (in module caikit.interfaces.nlp.data_model) (in module caikit.interfaces.nlp.data_model.package) NON_PRIMITIVE_TYPES (in module caikit.runtime.servicers.global_predict_servicer) (in module caikit.runtime.servicers.global_train_servicer) (in module caikit.runtime.utils.servicer_util) NOT_FINISHED (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) NOT_FOUND (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) notify_backends_with_context() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) NpFloat32Sequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.vectors) NpFloat64Sequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.vectors)

O

ObjectSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers) offset (caikit.interfaces.ts.data_model.EvaluationRecord attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationRecord attribute) offset_col (caikit.interfaces.ts.data_model.EvaluationResult attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult attribute) OOM_EXIT_CODES (in module caikit.core.toolkit.concurrency.destroyable_process)

OPTIONAL_INPUTS_KEY (in module caikit.runtime.names) options (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) output (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult.TextGenTokenClassificationResults attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult.TextGenTokenClassificationResults attribute) output_streaming (caikit.core.task.TaskBase.InferenceMethodPtr attribute) (caikit.core.TaskBase.InferenceMethodPtr attribute) (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC property)

P

PACKAGE_COMMON (in module caikit.core.data_model) (in module caikit.core.data_model.package) PandasMultiTimeSeriesBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) PandasPeriodicTimeSequenceBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) PandasPointTimeSequenceBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) PandasTimePointBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) PandasTimeSeriesBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) PandasValueSequenceBackend (class in caikit.interfaces.ts.data_model.backends.pandas_backends) parameters (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) parse_proto_descriptor() (caikit.core.data_model.base._DataBaseMetaClass class method) Part (class in caikit.core.data_model.streams.multipart_decoder) path (caikit.interfaces.common.data_model.stream_sources.S3Path attribute) path() (caikit.runtime.model_management.loaded_model.LoadedModel method) (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) pd (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) pd_timestamp_to_seconds() (in module caikit.interfaces.ts.data_model.backends.util) peek() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) per_class_confusion_matrix (caikit.core.F1MetricsContainer attribute) (caikit.core.toolkit.F1MetricsContainer attribute) (caikit.core.toolkit.quality_evaluation.F1MetricsContainer attribute) period_length (caikit.interfaces.ts.data_model.PeriodicTimeSequence attribute) (caikit.interfaces.ts.data_model.time_types.PeriodicTimeSequence attribute) PeriodicTimeSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) PickleFailureFallbackException PickleSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers) PIL_SOURCE_TYPES (in module caikit.interfaces.vision.data_model.backends.image_pil_backend) PluginFactory (in module caikit.runtime.service_generation.data_stream_source) points (caikit.interfaces.ts.data_model.PointTimeSequence attribute) (caikit.interfaces.ts.data_model.time_types.PointTimeSequence attribute) PointTimeSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) poll_time (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) pool (caikit.runtime.server_base.ServerThreadPool attribute) port (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) (caikit.runtime.server_base.RuntimeServerBase attribute) precision (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) pred (caikit.core.QualityEvaluator attribute) (caikit.core.toolkit.quality_evaluation.QualityEvaluator attribute) (caikit.core.toolkit.QualityEvaluator attribute) predict() (caikit.core.model_management.job_predictor_base.JobPredictorBase method) (caikit.core.model_management.JobPredictorBase method) (caikit.core.model_management.local_job_predictor.LocalJobPredictor method) Predict() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) PREDICT_CAIKIT_LIBRARY_SUMMARY (in module caikit.runtime.servicers.global_predict_servicer) PREDICT_FROM_PROTO_SUMMARY (in module caikit.runtime.servicers.global_predict_servicer) predict_model() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) predict_rpc_counter (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) PREDICT_RPC_COUNTER (in module caikit.runtime.servicers.global_predict_servicer) PREDICT_TO_PROTO_SUMMARY (in module caikit.runtime.servicers.global_predict_servicer) prediction_id (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJob attribute) (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobInfoRequest attribute) (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.PredictionJob attribute) (caikit.interfaces.runtime.data_model.PredictionJobInfoRequest attribute) (caikit.interfaces.runtime.data_model.PredictionJobStatusResponse attribute) PredictionJob (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.prediction_job_management) PredictionJobInfoRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.prediction_job_management) PredictionJobManagementServicerImpl (class in caikit.runtime.servicers.prediction_job_management_servicer)

PredictionJobStatus (in module caikit.core.data_model) (in module caikit.core.data_model.prediction_status) PredictionJobStatusResponse (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.prediction_job_management) predictModelSize (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeStub attribute) predictModelSize() (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntime static method) (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeServicer method) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl method) PredictModelSizeRequest (in module caikit.runtime.protobufs.model_runtime_pb2) PredictModelSizeResponse (in module caikit.runtime.protobufs.model_runtime_pb2) Process (class in caikit.runtime.protobufs.process_pb2_grpc) processed_index (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.classification.TokenClassificationStreamResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text.TokenizationStreamResult attribute) (caikit.interfaces.nlp.data_model.TokenClassificationStreamResult attribute) (caikit.interfaces.nlp.data_model.TokenizationStreamResult attribute) ProcessRequest (in module caikit.runtime.protobufs.process_pb2) ProcessResponse (in module caikit.runtime.protobufs.process_pb2) ProcessServicer (class in caikit.runtime.protobufs.process_pb2_grpc) ProcessStub (class in caikit.runtime.protobufs.process_pb2_grpc) producer_id (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResults attribute) (caikit.interfaces.nlp.data_model.RerankResult attribute) (caikit.interfaces.nlp.data_model.RerankResults attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResult attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResult attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextStreamResult attribute) (caikit.interfaces.ts.data_model.EvaluationResult attribute) (caikit.interfaces.ts.data_model.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult attribute) ProducerId (class in caikit.core.data_model) (class in caikit.core.data_model.producer) (class in caikit.interfaces.common.data_model) ProducerPriority (class in caikit.interfaces.common.data_model.producer) producers (caikit.interfaces.common.data_model.producer.ProducerPriority attribute) produces_none (caikit.core.augmentors.AugmentorBase attribute) (caikit.core.augmentors.base.AugmentorBase attribute) (caikit.core.data_model.AugmentorBase attribute) PROMETHEUS_METRICS_INTERCEPTOR (in module caikit.runtime.grpc_server) PROTO_CONVERSION_SPECIAL_TYPES (caikit.core.data_model.base.DataBase attribute) (caikit.core.data_model.DataBase attribute) proto_to_datetime() (in module caikit.core.data_model.timestamp) ProtoableInputTypes (in module caikit.core.task) protocol (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) public_model_info (caikit.core.ModuleBase property) (caikit.core.modules.base.ModuleBase property) (caikit.core.modules.ModuleBase property) pydantic_from_request() (in module caikit.runtime.http_server.pydantic_wrapper) pydantic_to_dataobject() (in module caikit.runtime.http_server) (in module caikit.runtime.http_server.pydantic_wrapper) PYDANTIC_TO_DM_MAPPING (in module caikit.runtime.http_server.pydantic_wrapper) PyFloatSequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.vectors) pyspark (in module caikit.interfaces.ts.data_model.toolkit.optional_dependencies) python_packages (caikit.interfaces.runtime.data_model.info.RuntimeInfoResponse attribute) (caikit.interfaces.runtime.data_model.RuntimeInfoResponse attribute)

Q

qualified_name (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) QualityEvaluator (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.quality_evaluation)

query (caikit.interfaces.nlp.data_model.reranker.RerankScores attribute) (caikit.interfaces.nlp.data_model.RerankScores attribute) QUEUED (caikit.core.data_model.job.JobStatus attribute) (caikit.core.data_model.JobStatus attribute)

R

raise_caikit_runtime_exception() (in module caikit.runtime.utils.servicer_util) ran (caikit.core.toolkit.concurrency.destroyable.Destroyable property) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread property) RandomMultiSelectionScheme (class in caikit.core.augmentors) (class in caikit.core.augmentors.schemes) (class in caikit.core.augmentors.schemes.random_multi_selection_scheme) RandomSingleSelectionScheme (class in caikit.core.augmentors) (class in caikit.core.augmentors.schemes) (class in caikit.core.augmentors.schemes.random_single_selection_scheme) rank (caikit.interfaces.nlp.data_model.GeneratedToken attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedToken attribute) read() (caikit.core.data_model._UtfEncodeIOWrapper method) (caikit.core.data_model.streams.data_stream._UtfEncodeIOWrapper method) readline() (caikit.core.data_model._UtfEncodeIOWrapper method) (caikit.core.data_model.streams.data_stream._UtfEncodeIOWrapper method) reason (caikit.core.DataValidationError property) (caikit.core.exceptions.DataValidationError property) (caikit.core.exceptions.validation_error.DataValidationError property) (caikit.core.toolkit.errors.DataValidationError property) reasons (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingStatusResponse attribute) (caikit.interfaces.runtime.data_model.TrainingStatusResponse attribute) recall (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) records (caikit.interfaces.ts.data_model.EvaluationResult attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.EvaluationResult attribute) region (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) register() (caikit.core.toolkit.factory.Factory method) (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) register_backend_type() (in module caikit.core.module_backends.backend_types) register_config() (caikit.core.BackendBase method) (caikit.core.LocalBackend method) (caikit.core.module_backends.BackendBase method) (caikit.core.module_backends.base.BackendBase method) (caikit.core.module_backends.local_backend.LocalBackend method) (caikit.core.module_backends.LocalBackend method) registerModel (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) registerModel() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) RegisterModelRequest (in module caikit.runtime.protobufs.model_mesh_pb2) registration_function (caikit.runtime.service_factory.ServicePackage attribute) remote_method_request() (caikit.runtime.client.remote_module_base.RemoteModuleBase method) (caikit.runtime.client.RemoteModuleBase method) RemoteModelFinder (class in caikit.runtime.client) (class in caikit.runtime.client.remote_model_finder) RemoteModelInitializer (class in caikit.runtime.client) (class in caikit.runtime.client.remote_model_initializer) RemoteModuleBase (class in caikit.runtime.client) (class in caikit.runtime.client.remote_module_base) RemoteModuleConfig (class in caikit.runtime.client) (class in caikit.runtime.client.remote_config) RemoteRPCDescriptor (class in caikit.runtime.client.remote_config) render_dataobject_protos() (in module caikit.core.data_model) (in module caikit.core.data_model.dataobject) render_protos() (caikit.runtime.grpc_server.RuntimeGRPCServer method) request (caikit.runtime.service_generation.rpcs.CaikitRPCBase property) (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictRPC property) request_dm_name (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) REQUIRED_INPUTS_KEY (in module caikit.runtime.names) RerankResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.reranker) RerankResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.reranker) RerankScore (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.reranker) RerankScores (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.reranker) RerankTask (class in caikit.interfaces.nlp.tasks) RerankTasks (class in caikit.interfaces.nlp.tasks) reserved_keys (caikit.core.ModuleConfig attribute) (caikit.core.modules.config.ModuleConfig attribute) (caikit.core.modules.ModuleConfig attribute) (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) reset() (caikit.core.augmentors.AugmentorBase method) (caikit.core.augmentors.base.AugmentorBase method) (caikit.core.augmentors.merged_augmentor.MergedAugmentor method) (caikit.core.augmentors.MergedAugmentor method) (caikit.core.augmentors.SchemeBase method) (caikit.core.augmentors.schemes.base.SchemeBase method) (caikit.core.augmentors.schemes.SchemeBase method) (caikit.core.data_model.AugmentorBase method) resolve_and_load (in module caikit) (in module caikit.core) resolve_and_load() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) response_dm_name (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) result (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.EmbeddingResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResult attribute) (caikit.interfaces.nlp.data_model.RerankResult attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResult attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResult attribute)

result() (caikit.core.model_management.job_base.JobFutureBase method) (caikit.core.model_management.job_predictor_base.JobPredictorFutureBase method) (caikit.core.model_management.JobFutureBase method) (caikit.core.model_management.JobPredictorFutureBase method) (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture method) (caikit.core.model_management.model_trainer_base.ModelTrainerFutureBase method) (caikit.core.model_management.ModelTrainerFutureBase method) RESULT_FILE_NAME (in module caikit.core.model_management.local_job_predictor) results (caikit.interfaces.nlp.data_model.classification.ClassificationResults attribute) (caikit.interfaces.nlp.data_model.classification.TokenClassificationResults attribute) (caikit.interfaces.nlp.data_model.ClassificationResults attribute) (caikit.interfaces.nlp.data_model.embedding_vectors.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.EmbeddingResults attribute) (caikit.interfaces.nlp.data_model.reranker.RerankResults attribute) (caikit.interfaces.nlp.data_model.RerankResults attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityResults attribute) (caikit.interfaces.nlp.data_model.text.TokenizationResults attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResults attribute) (caikit.interfaces.nlp.data_model.TokenizationResults attribute) retries (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) retries() (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) retrieve_model() (caikit.runtime.model_management.model_manager.ModelManager method) retry_options (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) return_type (caikit.core.signature_parsing.CaikitMethodSignature property) (caikit.core.signature_parsing.module_signature.CaikitMethodSignature property) (caikit.runtime.service_generation.rpcs.ModuleClassTrainRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionCancelRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionJobRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictionResultRPC property) (caikit.runtime.service_generation.rpcs.TaskPredictionStatusRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) reverse_hash() (caikit.core.toolkit.reversible_hasher.ReversibleHasher class method) ReversibleHasher (class in caikit.core.toolkit.reversible_hasher) rows (caikit.interfaces.vision.data_model.Image property) (caikit.interfaces.vision.data_model.image.Image property) rpc_counter_lock (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) rpc_name (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) RpcAborter (class in caikit.runtime.work_management.rpc_aborter) RPCMeter (class in caikit.runtime.metrics.rpc_meter) Run (caikit.runtime.protobufs.process_pb2_grpc.ProcessStub attribute) run() (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) (caikit.core.model_management.local_job_predictor.LocalJobPredictor.LocalJobPredictorFuture method) (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper method) (caikit.core.model_management.local_model_trainer.LocalModelTrainer.LocalModelTrainFuture method) (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) (caikit.core.QualityEvaluator method) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator method) (caikit.core.toolkit.QualityEvaluator method) (caikit.runtime.model_management.batcher.Batcher method) Run() (caikit.runtime.protobufs.process_pb2_grpc.Process static method) (caikit.runtime.protobufs.process_pb2_grpc.ProcessServicer method) (caikit.runtime.servicers.model_train_servicer.ModelTrainServicerImpl method) run_batch() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) run_prediction_job() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) run_training_job() (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer method) runnable_args (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) runnable_func (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) runnable_kwargs (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) RUNNING (caikit.core.data_model.job.JobStatus attribute) (caikit.core.data_model.JobStatus attribute) RUNTIME_INFO_ENDPOINT (in module caikit.runtime.http_server) (in module caikit.runtime.names) runtime_info_service (caikit.runtime.server_base.RuntimeServerBase attribute) RUNTIME_PACKAGE (in module caikit.interfaces.runtime.data_model.info) (in module caikit.interfaces.runtime.data_model.package) runtime_version (caikit.interfaces.runtime.data_model.info.RuntimeInfoResponse attribute) (caikit.interfaces.runtime.data_model.RuntimeInfoResponse attribute) RuntimeGRPCServer (class in caikit.runtime.grpc_server) RuntimeHTTPServer (class in caikit.runtime.http_server) (class in caikit.runtime.http_server.http_server) RuntimeInfoRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.info) RuntimeInfoResponse (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.info) RuntimeServerBase (class in caikit.runtime.server_base) RuntimeServerContextType (in module caikit.core.data_model.runtime_context) (in module caikit.interfaces.runtime.data_model) runtimeStatus (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeStub attribute) runtimeStatus() (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntime static method) (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeServicer method) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl method) RuntimeStatusRequest (in module caikit.runtime.protobufs.model_runtime_pb2) RuntimeStatusResponse (in module caikit.runtime.protobufs.model_runtime_pb2)

S

S3Base (class in caikit.interfaces.common.data_model.stream_sources) S3Files (class in caikit.interfaces.common.data_model.stream_sources) S3FilesDataStreamSourcePlugin (class in caikit.runtime.service_generation.data_stream_source) S3Path (class in caikit.interfaces.common.data_model.stream_sources) safe_rpc_wrapper() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper static method) save() (caikit.core.model_management.local_model_trainer._SpawnProcessModelWrapper method) (caikit.core.ModuleBase method) (caikit.core.ModuleConfig method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.config.ModuleConfig method) (caikit.core.modules.ModuleBase method) (caikit.core.modules.ModuleConfig method) save_binary() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_csv() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_dict_csv() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_json() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_module() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) save_module_list() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) save_object() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) save_path (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture property) (caikit.core.model_management.model_trainer_base.ModelTrainerFutureBase property) (caikit.core.model_management.ModelTrainerFutureBase property) save_pickle() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_raw() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_txt() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) save_with_id (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer property) save_yaml() (in module caikit.core) (in module caikit.core.toolkit) (in module caikit.core.toolkit.fileio) SAVED_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) SchemeBase (class in caikit.core.augmentors) (class in caikit.core.augmentors.schemes) (class in caikit.core.augmentors.schemes.base) score (caikit.interfaces.nlp.data_model.classification.ClassificationResult attribute) (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.ClassificationResult attribute) (caikit.interfaces.nlp.data_model.reranker.RerankScore attribute) (caikit.interfaces.nlp.data_model.RerankScore attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) scores (caikit.interfaces.nlp.data_model.reranker.RerankScores attribute) (caikit.interfaces.nlp.data_model.RerankScores attribute) (caikit.interfaces.nlp.data_model.sentence_similarity.SentenceSimilarityScores attribute) (caikit.interfaces.nlp.data_model.SentenceSimilarityScores attribute) script_loc (in module caikit.runtime.protobufs) seconds (caikit.interfaces.ts.data_model.Seconds attribute) (caikit.interfaces.ts.data_model.time_types.Seconds attribute) Seconds (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) secretKey (caikit.interfaces.common.data_model.stream_sources.S3Base attribute) seed (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.TokenStreamDetails attribute) (caikit.interfaces.nlp.data_model.TokenStreamDetails attribute) seek() (caikit.core.data_model._UtfEncodeIOWrapper method) (caikit.core.data_model.streams.data_stream._UtfEncodeIOWrapper method) SentenceSimilarityResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.sentence_similarity) SentenceSimilarityResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.sentence_similarity) SentenceSimilarityScores (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.sentence_similarity) SentenceSimilarityTask (class in caikit.interfaces.nlp.tasks) SentenceSimilarityTasks (class in caikit.interfaces.nlp.tasks) sequence (caikit.interfaces.ts.data_model.time_types.ValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence attribute) Sequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.primitive_sequences) serialize() (caikit.core.CSVSerializer method) (caikit.core.JSONSerializer method) (caikit.core.ObjectSerializer method) (caikit.core.PickleSerializer method) (caikit.core.TextSerializer method) (caikit.core.toolkit.CSVSerializer method) (caikit.core.toolkit.JSONSerializer method) (caikit.core.toolkit.ObjectSerializer method) (caikit.core.toolkit.PickleSerializer method) (caikit.core.toolkit.serializers.CSVSerializer method) (caikit.core.toolkit.serializers.JSONSerializer method) (caikit.core.toolkit.serializers.ObjectSerializer method) (caikit.core.toolkit.serializers.PickleSerializer method) (caikit.core.toolkit.serializers.TextSerializer method) (caikit.core.toolkit.serializers.YAMLSerializer method) (caikit.core.toolkit.TextSerializer method) (caikit.core.toolkit.YAMLSerializer method) (caikit.core.YAMLSerializer method) server (caikit.runtime.grpc_server.RuntimeGRPCServer attribute) (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) server_cert (caikit.runtime.http_server.http_server._TlsFiles attribute) server_key (caikit.runtime.http_server.http_server._TlsFiles attribute) ServerThreadPool (class in caikit.runtime.server_base) service (caikit.runtime.service_factory.ServicePackage attribute) ServicePackage (class in caikit.runtime.service_factory) ServicePackageFactory (class in caikit.runtime.service_factory) ServicePackageStreamWrapper (class in caikit.runtime.utils.servicer_util)

ServiceType (caikit.runtime.service_factory.ServicePackageFactory attribute) (class in caikit.runtime.names) set_context() (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.work_management.abortable_context.ActionAborter method) (caikit.runtime.work_management.rpc_aborter.RpcAborter method) set_load_backend() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) set_size() (caikit.runtime.model_management.loaded_model.LoadedModel method) set_tracer() (in module caikit.runtime.trace) setVModel (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) setVModel() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) SetVModelRequest (in module caikit.runtime.protobufs.model_mesh_pb2) shuffle() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) shut_down() (caikit.runtime.model_management.model_manager.ModelManager method) signature (caikit.runtime.client.remote_config.RemoteRPCDescriptor attribute) SINGLELABEL_MULTICLASS (caikit.core.EvalTypes attribute) (caikit.core.toolkit.EvalTypes attribute) (caikit.core.toolkit.quality_evaluation.EvalTypes attribute) singlelabel_multiclass_evaluation() (caikit.core.QualityEvaluator method) (caikit.core.toolkit.quality_evaluation.QualityEvaluator method) (caikit.core.toolkit.QualityEvaluator method) SingleTimeSeries (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model._single_timeseries) SingleTimeSeries.IntIDSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model._single_timeseries) SingleTimeSeries.StringIDSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model._single_timeseries) size (caikit.interfaces.runtime.data_model.info.ModelInfo attribute) (caikit.interfaces.runtime.data_model.ModelInfo attribute) size() (caikit.runtime.model_management.loaded_model.LoadedModel method) snake_to_upper_camel() (in module caikit.core.toolkit.name_tools) sparkconf_k8s() (in module caikit.interfaces.ts.data_model.toolkit.sparkconf) sparkconf_local() (in module caikit.interfaces.ts.data_model.toolkit.sparkconf) SparkMultiTimeSeriesBackend (class in caikit.interfaces.ts.data_model.backends._spark_backends) SparkTimeSeriesBackend (class in caikit.interfaces.ts.data_model.backends._spark_backends) SPAWN_CTX (in module caikit.core.toolkit.concurrency.destroyable_process) start (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.text.Token attribute) (caikit.interfaces.nlp.data_model.Token attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) start() (caikit.core.BackendBase method) (caikit.core.LocalBackend method) (caikit.core.module_backends.BackendBase method) (caikit.core.module_backends.base.BackendBase method) (caikit.core.module_backends.local_backend.LocalBackend method) (caikit.core.module_backends.LocalBackend method) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess method) (caikit.runtime.grpc_server.RuntimeGRPCServer method) (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) (caikit.runtime.server_base.RuntimeServerBase method) (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) start_child_span() (in module caikit.runtime.trace) start_index (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.classification.TokenClassificationStreamResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text.TokenizationStreamResult attribute) (caikit.interfaces.nlp.data_model.TokenClassificationStreamResult attribute) (caikit.interfaces.nlp.data_model.TokenizationStreamResult attribute) start_lock() (caikit.core.BackendBase method) (caikit.core.module_backends.BackendBase method) (caikit.core.module_backends.base.BackendBase method) start_prediction_job (in module caikit.core) start_prediction_job() (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) start_time (caikit.interfaces.ts.data_model.PeriodicTimeSequence attribute) (caikit.interfaces.ts.data_model.time_types.PeriodicTimeSequence attribute) StartPredictionJob() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) state (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingStatusResponse attribute) (caikit.interfaces.runtime.data_model.TrainingStatusResponse attribute) status (caikit.core.model_management.job_base.JobInfo attribute) status_code (caikit.core.exceptions.caikit_core_exception.CaikitCoreException attribute) (caikit.runtime.types.caikit_runtime_exception.CaikitRuntimeException attribute) STATUS_CODE_TO_HTTP (in module caikit.runtime.names) stop() (caikit.core.BackendBase method) (caikit.core.LocalBackend method) (caikit.core.module_backends.BackendBase method) (caikit.core.module_backends.base.BackendBase method) (caikit.core.module_backends.local_backend.LocalBackend method) (caikit.core.module_backends.LocalBackend method) (caikit.runtime.grpc_server.RuntimeGRPCServer method) (caikit.runtime.http_server.http_server.RuntimeHTTPServer method) (caikit.runtime.http_server.RuntimeHTTPServer method) (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) (caikit.runtime.model_management.batcher.Batcher method) (caikit.runtime.server_base.RuntimeServerBase method) (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) stop_metering() (caikit.runtime.servicers.global_predict_servicer.GlobalPredictServicer method) STOP_SEQUENCE (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) stream() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) stream_multipart_file() (in module caikit.core.data_model) (in module caikit.core.data_model.streams.multipart_decoder) stream_source_type_cache (caikit.runtime.service_generation.data_stream_source.JsonDataStreamSourcePlugin attribute) StreamEventTypes (class in caikit.runtime.names) StrictFieldBackendMixin (class in caikit.interfaces.ts.data_model.backends.base) strip_periodic() (in module caikit.interfaces.ts.data_model.backends.util) StrSequence (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.primitive_sequences) STRUCT_PROTOBUF_NAME (in module caikit.core.data_model.json_dict) struct_to_dict() (in module caikit.core.data_model.json_dict) stub_class (caikit.runtime.service_factory.ServicePackage attribute) subclass_check() (caikit.core.exceptions.error_handler.ErrorHandler method) submission_time (caikit.core.model_management.job_base.JobInfo attribute) submission_timestamp (caikit.interfaces.runtime.data_model.prediction_job_management.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.PredictionJobStatusResponse attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingStatusResponse attribute) (caikit.interfaces.runtime.data_model.TrainingStatusResponse attribute) SUPPORTED_LOAD_BACKENDS_VAR_NAME (in module caikit.core.modules.decorator) supports_file_operations (caikit.core.data_model.base._DataBaseMetaClass attribute) sync_local_models() (caikit.runtime.model_management.model_manager.ModelManager method)

T

T (in module caikit.core.data_model) (in module caikit.core.data_model.streams.data_stream) task (caikit.runtime.http_server.request_aborter.HttpRequestAborter attribute) (caikit.runtime.service_generation.rpcs.TaskPredictionManagementRPC attribute) (caikit.runtime.service_generation.rpcs.TaskPredictRPC attribute) task() (in module caikit.core) (in module caikit.core.task) task_methods (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) TaskBase (class in caikit.core) (class in caikit.core.task) TaskBase.InferenceMethodPtr (class in caikit.core) (class in caikit.core.task) taskmethod() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) TaskPredictionCancelRPC (class in caikit.runtime.service_generation.rpcs) TaskPredictionJobRPC (class in caikit.runtime.service_generation.rpcs) TaskPredictionManagementRPC (class in caikit.runtime.service_generation.rpcs) TaskPredictionResultRPC (class in caikit.runtime.service_generation.rpcs) TaskPredictionStatusRPC (class in caikit.runtime.service_generation.rpcs) TaskPredictRPC (class in caikit.runtime.service_generation.rpcs) tasks (caikit.core.modules.meta._ModuleBaseMeta property) TempDisableWIP (class in caikit.core.toolkit.wip_decorator) text (caikit.interfaces.nlp.data_model.classification.ClassificationTrainRecord attribute) (caikit.interfaces.nlp.data_model.ClassificationTrainRecord attribute) (caikit.interfaces.nlp.data_model.GeneratedToken attribute) (caikit.interfaces.nlp.data_model.reranker.RerankScore attribute) (caikit.interfaces.nlp.data_model.RerankScore attribute) (caikit.interfaces.nlp.data_model.text.Token attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedToken attribute) (caikit.interfaces.nlp.data_model.Token attribute) TextClassificationTask (class in caikit.interfaces.nlp.tasks) TextGenerationTask (class in caikit.interfaces.nlp.tasks) TextSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers) thread_pool (caikit.runtime.server_base.RuntimeServerBase attribute) ThreadDestroyedException ThreadInterrupter (class in caikit.runtime.work_management.abortable_context) threw (caikit.core.toolkit.concurrency.destroyable.Destroyable property) (caikit.core.toolkit.concurrency.destroyable_process._DestroyableProcess property) (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread property) time (caikit.interfaces.ts.data_model.time_types.TimeDuration attribute) (caikit.interfaces.ts.data_model.time_types.TimePoint attribute) (caikit.interfaces.ts.data_model.TimeDuration attribute) (caikit.interfaces.ts.data_model.TimePoint attribute) TIME_LIMIT (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) time_sequence (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) timed_load() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) timed_run() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) TimeDuration (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) timeout (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) TimePoint (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) timeseries (caikit.interfaces.ts.data_model.TimeSeries attribute) (caikit.interfaces.ts.data_model.timeseries.TimeSeries attribute) TimeSeries (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.timeseries) TimeSeriesBackendBase (class in caikit.interfaces.ts.data_model.backends.base) timestamp_label (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) TIMESTAMP_PROTOBUF_NAME (in module caikit.core.data_model.timestamp) timezoneoffset() (in module caikit.interfaces.ts.data_model.backends.util) tls (caikit.interfaces.common.data_model.ConnectionInfo attribute) (caikit.interfaces.common.data_model.remote.ConnectionInfo attribute) tls_config (caikit.runtime.server_base.RuntimeServerBase attribute) to_binary_buffer() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) to_data_stream() (caikit.runtime.service_generation.data_stream_source.DataStreamSourceBase method) (caikit.runtime.service_generation.data_stream_source.DataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.DirectoryDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.FileDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.JsonDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.ListOfFilesDataStreamSourcePlugin method) (caikit.runtime.service_generation.data_stream_source.S3FilesDataStreamSourcePlugin method) to_dict() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) (caikit.interfaces.common.data_model.Vector1D method) (caikit.interfaces.common.data_model.vectors.Vector1D method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.AnyValueSequence method) (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.AnyValueSequence method) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence method) to_file() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) to_json() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) to_kwargs() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method)

to_proto() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) to_protoable_signature() (in module caikit.runtime.service_generation.protoable) Token (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text) token_classification_results (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) token_count (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.text.TokenizationResults attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.TokenizationResults attribute) TOKEN_LIMIT (caikit.interfaces.nlp.data_model.FinishReason attribute) (caikit.interfaces.nlp.data_model.text_generation.FinishReason attribute) TokenClassificationResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) TokenClassificationResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) TokenClassificationStreamResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.classification) TokenClassificationTask (class in caikit.interfaces.nlp.tasks) TokenizationResults (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text) TokenizationStreamResult (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text) TokenizationTask (class in caikit.interfaces.nlp.tasks) tokens (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.GeneratedTextStreamResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.text_generation.GeneratedTextStreamResult attribute) TokenStreamDetails (class in caikit.interfaces.nlp.data_model) (class in caikit.interfaces.nlp.data_model.text_generation) TRACKING_KEY_NAME (caikit.core.modules.ModuleSaver attribute) (caikit.core.modules.saver.ModuleSaver attribute) (caikit.core.ModuleSaver attribute) train (in module caikit) (in module caikit.core) train() (caikit.core.model_management.local_model_trainer.LocalModelTrainer method) (caikit.core.model_management.model_trainer_base.ModelTrainerBase method) (caikit.core.model_management.ModelTrainerBase method) (caikit.core.model_manager.ModelManager method) (caikit.core.ModelManager method) (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) Train() (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer method) TRAIN_FUNCTION_NAME (in module caikit.runtime.service_generation.create_service) train_method (caikit.runtime.client.remote_config.RemoteModuleConfig attribute) (caikit.runtime.client.RemoteModuleConfig attribute) train_test_split() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method) TrainArgumentParser (class in caikit.runtime.train) TRAINING (caikit.runtime.names.ServiceType attribute) training_id (caikit.interfaces.runtime.data_model.training_management.TrainingInfoRequest attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingJob attribute) (caikit.interfaces.runtime.data_model.training_management.TrainingStatusResponse attribute) (caikit.interfaces.runtime.data_model.TrainingInfoRequest attribute) (caikit.interfaces.runtime.data_model.TrainingJob attribute) (caikit.interfaces.runtime.data_model.TrainingStatusResponse attribute) TRAINING_MANAGEMENT (caikit.runtime.names.ServiceType attribute) TRAINING_MANAGEMENT_ENDPOINT (in module caikit.runtime.http_server) (in module caikit.runtime.names) training_management_service (caikit.runtime.grpc_server.RuntimeGRPCServer attribute) TRAINING_MANAGEMENT_SERVICE_NAME (in module caikit.runtime.names) TRAINING_MANAGEMENT_SERVICE_PACKAGE (in module caikit.runtime.names) TRAINING_MANAGEMENT_SERVICE_SPEC (in module caikit.runtime.names) training_management_servicer (caikit.runtime.http_server.http_server.RuntimeHTTPServer attribute) (caikit.runtime.http_server.RuntimeHTTPServer attribute) training_output_dir (caikit.runtime.servicers.global_train_servicer.GlobalTrainServicer property) training_service (caikit.runtime.server_base.RuntimeServerBase attribute) TrainingInfo (class in caikit.core.model_management) (class in caikit.core.model_management.model_trainer_base) TrainingInfoRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.training_management) TrainingJob (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.training_management) TrainingManagementServicerImpl (class in caikit.runtime.servicers.training_management_servicer) TrainingStatus (in module caikit.core.data_model) (in module caikit.core.data_model.training_status) TrainingStatusResponse (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.training_management) TransformersTask (class in caikit.interfaces.ts.tasks) triples (caikit.runtime.service_generation.rpcs._RequestMessage attribute) true_positive (caikit.core.F1Metrics attribute) (caikit.core.toolkit.F1Metrics attribute) (caikit.core.toolkit.quality_evaluation.F1Metrics attribute) TS_PACKAGE (in module caikit.interfaces.ts.data_model) (in module caikit.interfaces.ts.data_model.package) type (caikit.interfaces.common.data_model.File attribute) (caikit.interfaces.common.data_model.file.File attribute) type() (caikit.runtime.model_management.loaded_model.LoadedModel method) (caikit.runtime.model_management.loaded_model.LoadedModel.Builder method) type_check() (caikit.core.exceptions.error_handler.ErrorHandler method) type_check_all() (caikit.core.exceptions.error_handler.ErrorHandler method) TYPE_KEY (caikit.core.toolkit.factory.Factory attribute)

U

UNAUTHORIZED (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) UncachedBackendMixin (class in caikit.interfaces.ts.data_model.backends.base) undeploy_model() (caikit.runtime.model_management.model_manager.ModelManager method) (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl method) UndeployModel() (caikit.runtime.servicers.model_management_servicer.ModelManagementServicerImpl method) UndeployModelRequest (class in caikit.interfaces.runtime.data_model) (class in caikit.interfaces.runtime.data_model.model_management) UndeployModelRequestProto (in module caikit.runtime.servicers.model_management_servicer) UnifiedDataModel (class in caikit.runtime.utils.import_util) unique_id (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) UNKNOWN (caikit.core.exceptions.caikit_core_exception.CaikitCoreStatusCode attribute) unload_all_models() (caikit.runtime.model_management.model_manager.ModelManager method) unload_model() (caikit.runtime.model_management.model_manager.ModelManager method) unloadModel (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeStub attribute) unloadModel() (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntime static method) (caikit.runtime.protobufs.model_runtime_pb2_grpc.ModelRuntimeServicer method) (caikit.runtime.servicers.model_runtime_servicer.ModelRuntimeServicerImpl method) UnloadModelRequest (in module caikit.runtime.protobufs.model_runtime_pb2)

UnloadModelResponse (in module caikit.runtime.protobufs.model_runtime_pb2) unregister() (caikit.runtime.work_management.abortable_context.ThreadInterrupter method) unregisterModel (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshStub attribute) unregisterModel() (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMesh static method) (caikit.runtime.protobufs.model_mesh_pb2_grpc.ModelMeshServicer method) UnregisterModelRequest (in module caikit.runtime.protobufs.model_mesh_pb2) UnregisterModelResponse (in module caikit.runtime.protobufs.model_mesh_pb2) unset_context() (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) (caikit.runtime.work_management.abortable_context.ActionAborter method) (caikit.runtime.work_management.rpc_aborter.RpcAborter method) UNSUITABLE_INPUT (caikit.interfaces.nlp.data_model.classification.InputWarningReason attribute) unsupported_platforms() (in module caikit.core.toolkit.compatibility) update_config() (caikit.core.modules.ModuleSaver method) (caikit.core.modules.saver.ModuleSaver method) (caikit.core.ModuleSaver method) update_dict_at_dot_path() (in module caikit.runtime.http_server.utils) update_metrics() (caikit.runtime.metrics.rpc_meter.RPCMeter method) USER_ERROR_EXIT_CODE (in module caikit.runtime.train)

V

val (caikit.core.data_model.base.DataBase.OneofFieldVal attribute) (caikit.core.data_model.DataBase.OneofFieldVal attribute) validate() (caikit.core.data_model.streams.validator.DataStreamValidator method) validate_caikit_library_class_exists() (in module caikit.runtime.utils.servicer_util) validate_caikit_library_class_method_exists() (in module caikit.runtime.utils.servicer_util) validate_data_model() (in module caikit.runtime.utils.servicer_util) validate_loaded_model() (caikit.core.ModuleBase method) (caikit.core.modules.base.ModuleBase method) (caikit.core.modules.ModuleBase method) validate_run_signature() (caikit.core.task.TaskBase class method) (caikit.core.TaskBase class method) validate_training_data() (caikit.core.ModuleBase class method) (caikit.core.modules.base.ModuleBase class method) (caikit.core.modules.ModuleBase class method) ValidInputTypes (in module caikit.core.task) value (caikit.interfaces.ts.data_model.Id attribute) (caikit.interfaces.ts.data_model.timeseries_evaluation.Id attribute) value_check() (caikit.core.exceptions.error_handler.ErrorHandler method) value_labels (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) values (caikit.interfaces.common.data_model.BoolSequence attribute) (caikit.interfaces.common.data_model.FloatSequence attribute) (caikit.interfaces.common.data_model.IntSequence attribute) (caikit.interfaces.common.data_model.NpFloat32Sequence attribute) (caikit.interfaces.common.data_model.NpFloat64Sequence attribute) (caikit.interfaces.common.data_model.primitive_sequences.BoolSequence attribute) (caikit.interfaces.common.data_model.primitive_sequences.FloatSequence attribute) (caikit.interfaces.common.data_model.primitive_sequences.IntSequence attribute) (caikit.interfaces.common.data_model.primitive_sequences.Sequence attribute) (caikit.interfaces.common.data_model.primitive_sequences.StrSequence attribute) (caikit.interfaces.common.data_model.PyFloatSequence attribute) (caikit.interfaces.common.data_model.Sequence attribute) (caikit.interfaces.common.data_model.StrSequence attribute) (caikit.interfaces.common.data_model.vectors.NpFloat32Sequence attribute) (caikit.interfaces.common.data_model.vectors.NpFloat64Sequence attribute) (caikit.interfaces.common.data_model.vectors.PyFloatSequence attribute) (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries.IntIDSequence attribute) (caikit.interfaces.ts.data_model._single_timeseries.SingleTimeSeries.StringIDSequence attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries.IntIDSequence attribute) (caikit.interfaces.ts.data_model.SingleTimeSeries.StringIDSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.AnyValueSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.FloatValueSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.IntValueSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.StrValueSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.TimePointSequence attribute) (caikit.interfaces.ts.data_model.time_types.ValueSequence.VectorValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.AnyValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.FloatValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.IntValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.StrValueSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.TimePointSequence attribute) (caikit.interfaces.ts.data_model.ValueSequence.VectorValueSequence attribute)

ValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.AnyValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.FloatValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.IntValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.StrValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.TimePointSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) ValueSequence.VectorValueSequence (class in caikit.interfaces.ts.data_model) (class in caikit.interfaces.ts.data_model.time_types) Vector (class in caikit.interfaces.ts.data_model.time_types) Vector1D (class in caikit.interfaces.common.data_model) (class in caikit.interfaces.common.data_model.vectors) vectors (caikit.interfaces.common.data_model.ListOfVector1D attribute) (caikit.interfaces.common.data_model.vectors.ListOfVector1D attribute) verify_ssl_data() (caikit.interfaces.common.data_model.ConnectionTlsInfo method) (caikit.interfaces.common.data_model.remote.ConnectionTlsInfo method) version (caikit.core.data_model.producer.ProducerId attribute) (caikit.core.data_model.ProducerId attribute) (caikit.interfaces.common.data_model.ProducerId attribute) (in module caikit._version) version_tuple (in module caikit._version) VISION_PACKAGE (in module caikit.interfaces.vision.data_model) (in module caikit.interfaces.vision.data_model.package) VModelStatusInfo (in module caikit.runtime.protobufs.model_mesh_pb2)

W

wait() (caikit.core.model_management.job_base.JobFutureBase method) (caikit.core.model_management.JobFutureBase method) (caikit.core.model_management.local_job_base.LocalJobBase.LocalJobFuture method) (caikit.runtime.model_management.loaded_model.LoadedModel method) wait_for_termination() (caikit.runtime.interceptors.caikit_runtime_server_wrapper.CaikitRuntimeServerWrapper method) WARNING (caikit.core.toolkit.wip_decorator.Action attribute) warnings (caikit.interfaces.nlp.data_model.classification.ClassifiedGeneratedTextResult attribute) (caikit.interfaces.nlp.data_model.ClassifiedGeneratedTextResult attribute) watch_for_disconnect() (caikit.runtime.http_server.request_aborter.HttpRequestAborter method) WE_HAVE_PYSPARK (in module caikit.interfaces.ts.data_model.toolkit.sparkconf) which_oneof (caikit.core.data_model.base.DataBase.OneofFieldVal attribute) (caikit.core.data_model.DataBase.OneofFieldVal attribute)

which_oneof() (caikit.core.data_model.base.DataBase method) (caikit.core.data_model.DataBase method) WIP (caikit.core.toolkit.wip_decorator.WipCategory attribute) WipCategory (class in caikit.core.toolkit.wip_decorator) word (caikit.interfaces.nlp.data_model.classification.TokenClassificationResult attribute) (caikit.interfaces.nlp.data_model.TokenClassificationResult attribute) work_done_event (caikit.core.toolkit.concurrency.destroyable_thread.DestroyableThread attribute) work_in_progress() (in module caikit.core.toolkit.wip_decorator) write_file_lock (caikit.runtime.metrics.rpc_meter.RPCMeter attribute) write_metrics() (caikit.runtime.metrics.rpc_meter.RPCMeter method) write_termination_log() (in module caikit.runtime.train)

Y

YAMLSerializer (class in caikit.core) (class in caikit.core.toolkit) (class in caikit.core.toolkit.serializers)

Z

zip() (caikit.core.data_model.DataStream method) (caikit.core.data_model.streams.data_stream.DataStream method)