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__init__.py
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__init__.py
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# -*- coding: utf-8 -*-
# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from .services.dataset_service import DatasetServiceClient
from .services.endpoint_service import EndpointServiceClient
from .services.job_service import JobServiceClient
from .services.migration_service import MigrationServiceClient
from .services.model_service import ModelServiceClient
from .services.pipeline_service import PipelineServiceClient
from .services.prediction_service import PredictionServiceClient
from .services.specialist_pool_service import SpecialistPoolServiceClient
from .types.accelerator_type import AcceleratorType
from .types.annotation import Annotation
from .types.annotation_spec import AnnotationSpec
from .types.batch_prediction_job import BatchPredictionJob
from .types.completion_stats import CompletionStats
from .types.custom_job import ContainerSpec
from .types.custom_job import CustomJob
from .types.custom_job import CustomJobSpec
from .types.custom_job import PythonPackageSpec
from .types.custom_job import Scheduling
from .types.custom_job import WorkerPoolSpec
from .types.data_item import DataItem
from .types.data_labeling_job import ActiveLearningConfig
from .types.data_labeling_job import DataLabelingJob
from .types.data_labeling_job import SampleConfig
from .types.data_labeling_job import TrainingConfig
from .types.dataset import Dataset
from .types.dataset import ExportDataConfig
from .types.dataset import ImportDataConfig
from .types.dataset_service import CreateDatasetOperationMetadata
from .types.dataset_service import CreateDatasetRequest
from .types.dataset_service import DeleteDatasetRequest
from .types.dataset_service import ExportDataOperationMetadata
from .types.dataset_service import ExportDataRequest
from .types.dataset_service import ExportDataResponse
from .types.dataset_service import GetAnnotationSpecRequest
from .types.dataset_service import GetDatasetRequest
from .types.dataset_service import ImportDataOperationMetadata
from .types.dataset_service import ImportDataRequest
from .types.dataset_service import ImportDataResponse
from .types.dataset_service import ListAnnotationsRequest
from .types.dataset_service import ListAnnotationsResponse
from .types.dataset_service import ListDataItemsRequest
from .types.dataset_service import ListDataItemsResponse
from .types.dataset_service import ListDatasetsRequest
from .types.dataset_service import ListDatasetsResponse
from .types.dataset_service import UpdateDatasetRequest
from .types.deployed_model_ref import DeployedModelRef
from .types.endpoint import DeployedModel
from .types.endpoint import Endpoint
from .types.endpoint_service import CreateEndpointOperationMetadata
from .types.endpoint_service import CreateEndpointRequest
from .types.endpoint_service import DeleteEndpointRequest
from .types.endpoint_service import DeployModelOperationMetadata
from .types.endpoint_service import DeployModelRequest
from .types.endpoint_service import DeployModelResponse
from .types.endpoint_service import GetEndpointRequest
from .types.endpoint_service import ListEndpointsRequest
from .types.endpoint_service import ListEndpointsResponse
from .types.endpoint_service import UndeployModelOperationMetadata
from .types.endpoint_service import UndeployModelRequest
from .types.endpoint_service import UndeployModelResponse
from .types.endpoint_service import UpdateEndpointRequest
from .types.env_var import EnvVar
from .types.explanation import Attribution
from .types.explanation import Explanation
from .types.explanation import ExplanationParameters
from .types.explanation import ExplanationSpec
from .types.explanation import FeatureNoiseSigma
from .types.explanation import IntegratedGradientsAttribution
from .types.explanation import ModelExplanation
from .types.explanation import SampledShapleyAttribution
from .types.explanation import SmoothGradConfig
from .types.explanation import XraiAttribution
from .types.explanation_metadata import ExplanationMetadata
from .types.hyperparameter_tuning_job import HyperparameterTuningJob
from .types.io import BigQueryDestination
from .types.io import BigQuerySource
from .types.io import ContainerRegistryDestination
from .types.io import GcsDestination
from .types.io import GcsSource
from .types.job_service import CancelBatchPredictionJobRequest
from .types.job_service import CancelCustomJobRequest
from .types.job_service import CancelDataLabelingJobRequest
from .types.job_service import CancelHyperparameterTuningJobRequest
from .types.job_service import CreateBatchPredictionJobRequest
from .types.job_service import CreateCustomJobRequest
from .types.job_service import CreateDataLabelingJobRequest
from .types.job_service import CreateHyperparameterTuningJobRequest
from .types.job_service import DeleteBatchPredictionJobRequest
from .types.job_service import DeleteCustomJobRequest
from .types.job_service import DeleteDataLabelingJobRequest
from .types.job_service import DeleteHyperparameterTuningJobRequest
from .types.job_service import GetBatchPredictionJobRequest
from .types.job_service import GetCustomJobRequest
from .types.job_service import GetDataLabelingJobRequest
from .types.job_service import GetHyperparameterTuningJobRequest
from .types.job_service import ListBatchPredictionJobsRequest
from .types.job_service import ListBatchPredictionJobsResponse
from .types.job_service import ListCustomJobsRequest
from .types.job_service import ListCustomJobsResponse
from .types.job_service import ListDataLabelingJobsRequest
from .types.job_service import ListDataLabelingJobsResponse
from .types.job_service import ListHyperparameterTuningJobsRequest
from .types.job_service import ListHyperparameterTuningJobsResponse
from .types.job_state import JobState
from .types.machine_resources import AutomaticResources
from .types.machine_resources import BatchDedicatedResources
from .types.machine_resources import DedicatedResources
from .types.machine_resources import DiskSpec
from .types.machine_resources import MachineSpec
from .types.machine_resources import ResourcesConsumed
from .types.manual_batch_tuning_parameters import ManualBatchTuningParameters
from .types.migratable_resource import MigratableResource
from .types.migration_service import BatchMigrateResourcesOperationMetadata
from .types.migration_service import BatchMigrateResourcesRequest
from .types.migration_service import BatchMigrateResourcesResponse
from .types.migration_service import MigrateResourceRequest
from .types.migration_service import MigrateResourceResponse
from .types.migration_service import SearchMigratableResourcesRequest
from .types.migration_service import SearchMigratableResourcesResponse
from .types.model import Model
from .types.model import ModelContainerSpec
from .types.model import Port
from .types.model import PredictSchemata
from .types.model_evaluation import ModelEvaluation
from .types.model_evaluation_slice import ModelEvaluationSlice
from .types.model_service import DeleteModelRequest
from .types.model_service import ExportModelOperationMetadata
from .types.model_service import ExportModelRequest
from .types.model_service import ExportModelResponse
from .types.model_service import GetModelEvaluationRequest
from .types.model_service import GetModelEvaluationSliceRequest
from .types.model_service import GetModelRequest
from .types.model_service import ListModelEvaluationSlicesRequest
from .types.model_service import ListModelEvaluationSlicesResponse
from .types.model_service import ListModelEvaluationsRequest
from .types.model_service import ListModelEvaluationsResponse
from .types.model_service import ListModelsRequest
from .types.model_service import ListModelsResponse
from .types.model_service import UpdateModelRequest
from .types.model_service import UploadModelOperationMetadata
from .types.model_service import UploadModelRequest
from .types.model_service import UploadModelResponse
from .types.operation import DeleteOperationMetadata
from .types.operation import GenericOperationMetadata
from .types.pipeline_service import CancelTrainingPipelineRequest
from .types.pipeline_service import CreateTrainingPipelineRequest
from .types.pipeline_service import DeleteTrainingPipelineRequest
from .types.pipeline_service import GetTrainingPipelineRequest
from .types.pipeline_service import ListTrainingPipelinesRequest
from .types.pipeline_service import ListTrainingPipelinesResponse
from .types.pipeline_state import PipelineState
from .types.prediction_service import ExplainRequest
from .types.prediction_service import ExplainResponse
from .types.prediction_service import PredictRequest
from .types.prediction_service import PredictResponse
from .types.specialist_pool import SpecialistPool
from .types.specialist_pool_service import CreateSpecialistPoolOperationMetadata
from .types.specialist_pool_service import CreateSpecialistPoolRequest
from .types.specialist_pool_service import DeleteSpecialistPoolRequest
from .types.specialist_pool_service import GetSpecialistPoolRequest
from .types.specialist_pool_service import ListSpecialistPoolsRequest
from .types.specialist_pool_service import ListSpecialistPoolsResponse
from .types.specialist_pool_service import UpdateSpecialistPoolOperationMetadata
from .types.specialist_pool_service import UpdateSpecialistPoolRequest
from .types.study import Measurement
from .types.study import StudySpec
from .types.study import Trial
from .types.training_pipeline import FilterSplit
from .types.training_pipeline import FractionSplit
from .types.training_pipeline import InputDataConfig
from .types.training_pipeline import PredefinedSplit
from .types.training_pipeline import TimestampSplit
from .types.training_pipeline import TrainingPipeline
from .types.user_action_reference import UserActionReference
__all__ = (
"AcceleratorType",
"ActiveLearningConfig",
"Annotation",
"AnnotationSpec",
"Attribution",
"AutomaticResources",
"BatchDedicatedResources",
"BatchMigrateResourcesOperationMetadata",
"BatchMigrateResourcesRequest",
"BatchMigrateResourcesResponse",
"BatchPredictionJob",
"BigQueryDestination",
"BigQuerySource",
"CancelBatchPredictionJobRequest",
"CancelCustomJobRequest",
"CancelDataLabelingJobRequest",
"CancelHyperparameterTuningJobRequest",
"CancelTrainingPipelineRequest",
"CompletionStats",
"ContainerRegistryDestination",
"ContainerSpec",
"CreateBatchPredictionJobRequest",
"CreateCustomJobRequest",
"CreateDataLabelingJobRequest",
"CreateDatasetOperationMetadata",
"CreateDatasetRequest",
"CreateEndpointOperationMetadata",
"CreateEndpointRequest",
"CreateHyperparameterTuningJobRequest",
"CreateSpecialistPoolOperationMetadata",
"CreateSpecialistPoolRequest",
"CreateTrainingPipelineRequest",
"CustomJob",
"CustomJobSpec",
"DataItem",
"DataLabelingJob",
"Dataset",
"DedicatedResources",
"DeleteBatchPredictionJobRequest",
"DeleteCustomJobRequest",
"DeleteDataLabelingJobRequest",
"DeleteDatasetRequest",
"DeleteEndpointRequest",
"DeleteHyperparameterTuningJobRequest",
"DeleteModelRequest",
"DeleteOperationMetadata",
"DeleteSpecialistPoolRequest",
"DeleteTrainingPipelineRequest",
"DeployModelOperationMetadata",
"DeployModelRequest",
"DeployModelResponse",
"DeployedModel",
"DeployedModelRef",
"DiskSpec",
"Endpoint",
"EndpointServiceClient",
"EnvVar",
"ExplainRequest",
"ExplainResponse",
"Explanation",
"ExplanationMetadata",
"ExplanationParameters",
"ExplanationSpec",
"ExportDataConfig",
"ExportDataOperationMetadata",
"ExportDataRequest",
"ExportDataResponse",
"ExportModelOperationMetadata",
"ExportModelRequest",
"ExportModelResponse",
"FeatureNoiseSigma",
"FilterSplit",
"FractionSplit",
"GcsDestination",
"GcsSource",
"GenericOperationMetadata",
"GetAnnotationSpecRequest",
"GetBatchPredictionJobRequest",
"GetCustomJobRequest",
"GetDataLabelingJobRequest",
"GetDatasetRequest",
"GetEndpointRequest",
"GetHyperparameterTuningJobRequest",
"GetModelEvaluationRequest",
"GetModelEvaluationSliceRequest",
"GetModelRequest",
"GetSpecialistPoolRequest",
"GetTrainingPipelineRequest",
"HyperparameterTuningJob",
"ImportDataConfig",
"ImportDataOperationMetadata",
"ImportDataRequest",
"ImportDataResponse",
"InputDataConfig",
"IntegratedGradientsAttribution",
"JobServiceClient",
"JobState",
"ListAnnotationsRequest",
"ListAnnotationsResponse",
"ListBatchPredictionJobsRequest",
"ListBatchPredictionJobsResponse",
"ListCustomJobsRequest",
"ListCustomJobsResponse",
"ListDataItemsRequest",
"ListDataItemsResponse",
"ListDataLabelingJobsRequest",
"ListDataLabelingJobsResponse",
"ListDatasetsRequest",
"ListDatasetsResponse",
"ListEndpointsRequest",
"ListEndpointsResponse",
"ListHyperparameterTuningJobsRequest",
"ListHyperparameterTuningJobsResponse",
"ListModelEvaluationSlicesRequest",
"ListModelEvaluationSlicesResponse",
"ListModelEvaluationsRequest",
"ListModelEvaluationsResponse",
"ListModelsRequest",
"ListModelsResponse",
"ListSpecialistPoolsRequest",
"ListSpecialistPoolsResponse",
"ListTrainingPipelinesRequest",
"ListTrainingPipelinesResponse",
"MachineSpec",
"ManualBatchTuningParameters",
"Measurement",
"MigratableResource",
"MigrateResourceRequest",
"MigrateResourceResponse",
"MigrationServiceClient",
"Model",
"ModelContainerSpec",
"ModelEvaluation",
"ModelEvaluationSlice",
"ModelExplanation",
"ModelServiceClient",
"PipelineServiceClient",
"PipelineState",
"Port",
"PredefinedSplit",
"PredictRequest",
"PredictResponse",
"PredictSchemata",
"PredictionServiceClient",
"PythonPackageSpec",
"ResourcesConsumed",
"SampleConfig",
"SampledShapleyAttribution",
"Scheduling",
"SearchMigratableResourcesRequest",
"SearchMigratableResourcesResponse",
"SmoothGradConfig",
"SpecialistPool",
"SpecialistPoolServiceClient",
"StudySpec",
"TimestampSplit",
"TrainingConfig",
"TrainingPipeline",
"Trial",
"UndeployModelOperationMetadata",
"UndeployModelRequest",
"UndeployModelResponse",
"UpdateDatasetRequest",
"UpdateEndpointRequest",
"UpdateModelRequest",
"UpdateSpecialistPoolOperationMetadata",
"UpdateSpecialistPoolRequest",
"UploadModelOperationMetadata",
"UploadModelRequest",
"UploadModelResponse",
"UserActionReference",
"WorkerPoolSpec",
"XraiAttribution",
"DatasetServiceClient",
)