607 lines
		
	
	
		
			23 KiB
		
	
	
	
		
			Ruby
		
	
	
	
			
		
		
	
	
			607 lines
		
	
	
		
			23 KiB
		
	
	
	
		
			Ruby
		
	
	
	
# Copyright 2015 Google Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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#      http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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require 'date'
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require 'google/apis/core/base_service'
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require 'google/apis/core/json_representation'
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require 'google/apis/core/hashable'
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require 'google/apis/errors'
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module Google
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  module Apis
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    module MlV1
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      class GoogleApiHttpBody
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1HyperparameterOutputHyperparameterMetric
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1AutoScaling
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1CancelJobRequest
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1Capability
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1GetConfigResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1HyperparameterOutput
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1HyperparameterSpec
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1Job
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ListJobsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ListLocationsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ListModelsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ListVersionsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1Location
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ManualScaling
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1Model
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1OperationMetadata
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1ParameterSpec
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1PredictRequest
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1PredictionInput
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1PredictionOutput
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1SetDefaultVersionRequest
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1TrainingInput
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1TrainingOutput
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleCloudMlV1Version
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleIamV1Binding
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleIamV1Policy
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleIamV1SetIamPolicyRequest
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleIamV1TestIamPermissionsRequest
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleIamV1TestIamPermissionsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleLongrunningListOperationsResponse
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleLongrunningOperation
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleProtobufEmpty
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleRpcStatus
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleTypeExpr
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        class Representation < Google::Apis::Core::JsonRepresentation; end
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        include Google::Apis::Core::JsonObjectSupport
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      end
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      class GoogleApiHttpBody
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :content_type, as: 'contentType'
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          property :data, :base64 => true, as: 'data'
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          collection :extensions, as: 'extensions'
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        end
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      end
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      class GoogleCloudMlV1HyperparameterOutputHyperparameterMetric
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :objective_value, as: 'objectiveValue'
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          property :training_step, :numeric_string => true, as: 'trainingStep'
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        end
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      end
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      class GoogleCloudMlV1AutoScaling
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :min_nodes, as: 'minNodes'
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        end
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      end
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      class GoogleCloudMlV1CancelJobRequest
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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        end
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      end
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      class GoogleCloudMlV1Capability
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :available_accelerators, as: 'availableAccelerators'
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          property :type, as: 'type'
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        end
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      end
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      class GoogleCloudMlV1GetConfigResponse
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :service_account, as: 'serviceAccount'
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          property :service_account_project, :numeric_string => true, as: 'serviceAccountProject'
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        end
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      end
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      class GoogleCloudMlV1HyperparameterOutput
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :all_metrics, as: 'allMetrics', class: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutputHyperparameterMetric, decorator: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutputHyperparameterMetric::Representation
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          property :final_metric, as: 'finalMetric', class: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutputHyperparameterMetric, decorator: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutputHyperparameterMetric::Representation
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          hash :hyperparameters, as: 'hyperparameters'
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          property :trial_id, as: 'trialId'
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        end
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      end
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      class GoogleCloudMlV1HyperparameterSpec
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :goal, as: 'goal'
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          property :hyperparameter_metric_tag, as: 'hyperparameterMetricTag'
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          property :max_parallel_trials, as: 'maxParallelTrials'
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          property :max_trials, as: 'maxTrials'
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          collection :params, as: 'params', class: Google::Apis::MlV1::GoogleCloudMlV1ParameterSpec, decorator: Google::Apis::MlV1::GoogleCloudMlV1ParameterSpec::Representation
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        end
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      end
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      class GoogleCloudMlV1Job
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :create_time, as: 'createTime'
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          property :end_time, as: 'endTime'
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          property :error_message, as: 'errorMessage'
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          property :etag, :base64 => true, as: 'etag'
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          property :job_id, as: 'jobId'
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          hash :labels, as: 'labels'
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          property :prediction_input, as: 'predictionInput', class: Google::Apis::MlV1::GoogleCloudMlV1PredictionInput, decorator: Google::Apis::MlV1::GoogleCloudMlV1PredictionInput::Representation
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          property :prediction_output, as: 'predictionOutput', class: Google::Apis::MlV1::GoogleCloudMlV1PredictionOutput, decorator: Google::Apis::MlV1::GoogleCloudMlV1PredictionOutput::Representation
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          property :start_time, as: 'startTime'
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          property :state, as: 'state'
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          property :training_input, as: 'trainingInput', class: Google::Apis::MlV1::GoogleCloudMlV1TrainingInput, decorator: Google::Apis::MlV1::GoogleCloudMlV1TrainingInput::Representation
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          property :training_output, as: 'trainingOutput', class: Google::Apis::MlV1::GoogleCloudMlV1TrainingOutput, decorator: Google::Apis::MlV1::GoogleCloudMlV1TrainingOutput::Representation
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        end
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      end
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      class GoogleCloudMlV1ListJobsResponse
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :jobs, as: 'jobs', class: Google::Apis::MlV1::GoogleCloudMlV1Job, decorator: Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
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          property :next_page_token, as: 'nextPageToken'
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        end
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      end
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      class GoogleCloudMlV1ListLocationsResponse
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :locations, as: 'locations', class: Google::Apis::MlV1::GoogleCloudMlV1Location, decorator: Google::Apis::MlV1::GoogleCloudMlV1Location::Representation
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          property :next_page_token, as: 'nextPageToken'
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        end
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      end
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      class GoogleCloudMlV1ListModelsResponse
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :models, as: 'models', class: Google::Apis::MlV1::GoogleCloudMlV1Model, decorator: Google::Apis::MlV1::GoogleCloudMlV1Model::Representation
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          property :next_page_token, as: 'nextPageToken'
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        end
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      end
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      class GoogleCloudMlV1ListVersionsResponse
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :next_page_token, as: 'nextPageToken'
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          collection :versions, as: 'versions', class: Google::Apis::MlV1::GoogleCloudMlV1Version, decorator: Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
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        end
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      end
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      class GoogleCloudMlV1Location
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :capabilities, as: 'capabilities', class: Google::Apis::MlV1::GoogleCloudMlV1Capability, decorator: Google::Apis::MlV1::GoogleCloudMlV1Capability::Representation
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          property :name, as: 'name'
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        end
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      end
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      class GoogleCloudMlV1ManualScaling
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :nodes, as: 'nodes'
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        end
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      end
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      class GoogleCloudMlV1Model
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :default_version, as: 'defaultVersion', class: Google::Apis::MlV1::GoogleCloudMlV1Version, decorator: Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
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          property :description, as: 'description'
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          property :etag, :base64 => true, as: 'etag'
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          hash :labels, as: 'labels'
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          property :name, as: 'name'
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          property :online_prediction_logging, as: 'onlinePredictionLogging'
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          collection :regions, as: 'regions'
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        end
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      end
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      class GoogleCloudMlV1OperationMetadata
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :create_time, as: 'createTime'
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          property :end_time, as: 'endTime'
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          property :is_cancellation_requested, as: 'isCancellationRequested'
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          hash :labels, as: 'labels'
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          property :model_name, as: 'modelName'
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          property :operation_type, as: 'operationType'
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          property :project_number, :numeric_string => true, as: 'projectNumber'
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          property :start_time, as: 'startTime'
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          property :version, as: 'version', class: Google::Apis::MlV1::GoogleCloudMlV1Version, decorator: Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
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        end
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      end
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      class GoogleCloudMlV1ParameterSpec
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          collection :categorical_values, as: 'categoricalValues'
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          collection :discrete_values, as: 'discreteValues'
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          property :max_value, as: 'maxValue'
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          property :min_value, as: 'minValue'
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          property :parameter_name, as: 'parameterName'
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          property :scale_type, as: 'scaleType'
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          property :type, as: 'type'
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        end
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      end
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      class GoogleCloudMlV1PredictRequest
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        # @private
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        class Representation < Google::Apis::Core::JsonRepresentation
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          property :http_body, as: 'httpBody', class: Google::Apis::MlV1::GoogleApiHttpBody, decorator: Google::Apis::MlV1::GoogleApiHttpBody::Representation
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        end
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      end
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      class GoogleCloudMlV1PredictionInput
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        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :batch_size, :numeric_string => true, as: 'batchSize'
 | 
						|
          property :data_format, as: 'dataFormat'
 | 
						|
          collection :input_paths, as: 'inputPaths'
 | 
						|
          property :max_worker_count, :numeric_string => true, as: 'maxWorkerCount'
 | 
						|
          property :model_name, as: 'modelName'
 | 
						|
          property :output_path, as: 'outputPath'
 | 
						|
          property :region, as: 'region'
 | 
						|
          property :runtime_version, as: 'runtimeVersion'
 | 
						|
          property :signature_name, as: 'signatureName'
 | 
						|
          property :uri, as: 'uri'
 | 
						|
          property :version_name, as: 'versionName'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleCloudMlV1PredictionOutput
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :error_count, :numeric_string => true, as: 'errorCount'
 | 
						|
          property :node_hours, as: 'nodeHours'
 | 
						|
          property :output_path, as: 'outputPath'
 | 
						|
          property :prediction_count, :numeric_string => true, as: 'predictionCount'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleCloudMlV1SetDefaultVersionRequest
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleCloudMlV1TrainingInput
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          collection :args, as: 'args'
 | 
						|
          property :hyperparameters, as: 'hyperparameters', class: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterSpec, decorator: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterSpec::Representation
 | 
						|
      
 | 
						|
          property :job_dir, as: 'jobDir'
 | 
						|
          property :master_type, as: 'masterType'
 | 
						|
          collection :package_uris, as: 'packageUris'
 | 
						|
          property :parameter_server_count, :numeric_string => true, as: 'parameterServerCount'
 | 
						|
          property :parameter_server_type, as: 'parameterServerType'
 | 
						|
          property :python_module, as: 'pythonModule'
 | 
						|
          property :python_version, as: 'pythonVersion'
 | 
						|
          property :region, as: 'region'
 | 
						|
          property :runtime_version, as: 'runtimeVersion'
 | 
						|
          property :scale_tier, as: 'scaleTier'
 | 
						|
          property :worker_count, :numeric_string => true, as: 'workerCount'
 | 
						|
          property :worker_type, as: 'workerType'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleCloudMlV1TrainingOutput
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :completed_trial_count, :numeric_string => true, as: 'completedTrialCount'
 | 
						|
          property :consumed_ml_units, as: 'consumedMLUnits'
 | 
						|
          property :is_hyperparameter_tuning_job, as: 'isHyperparameterTuningJob'
 | 
						|
          collection :trials, as: 'trials', class: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutput, decorator: Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutput::Representation
 | 
						|
      
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleCloudMlV1Version
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :auto_scaling, as: 'autoScaling', class: Google::Apis::MlV1::GoogleCloudMlV1AutoScaling, decorator: Google::Apis::MlV1::GoogleCloudMlV1AutoScaling::Representation
 | 
						|
      
 | 
						|
          property :create_time, as: 'createTime'
 | 
						|
          property :deployment_uri, as: 'deploymentUri'
 | 
						|
          property :description, as: 'description'
 | 
						|
          property :error_message, as: 'errorMessage'
 | 
						|
          property :etag, :base64 => true, as: 'etag'
 | 
						|
          property :is_default, as: 'isDefault'
 | 
						|
          hash :labels, as: 'labels'
 | 
						|
          property :last_use_time, as: 'lastUseTime'
 | 
						|
          property :manual_scaling, as: 'manualScaling', class: Google::Apis::MlV1::GoogleCloudMlV1ManualScaling, decorator: Google::Apis::MlV1::GoogleCloudMlV1ManualScaling::Representation
 | 
						|
      
 | 
						|
          property :name, as: 'name'
 | 
						|
          property :runtime_version, as: 'runtimeVersion'
 | 
						|
          property :state, as: 'state'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleIamV1Binding
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :condition, as: 'condition', class: Google::Apis::MlV1::GoogleTypeExpr, decorator: Google::Apis::MlV1::GoogleTypeExpr::Representation
 | 
						|
      
 | 
						|
          collection :members, as: 'members'
 | 
						|
          property :role, as: 'role'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleIamV1Policy
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          collection :bindings, as: 'bindings', class: Google::Apis::MlV1::GoogleIamV1Binding, decorator: Google::Apis::MlV1::GoogleIamV1Binding::Representation
 | 
						|
      
 | 
						|
          property :etag, :base64 => true, as: 'etag'
 | 
						|
          property :version, as: 'version'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleIamV1SetIamPolicyRequest
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :policy, as: 'policy', class: Google::Apis::MlV1::GoogleIamV1Policy, decorator: Google::Apis::MlV1::GoogleIamV1Policy::Representation
 | 
						|
      
 | 
						|
          property :update_mask, as: 'updateMask'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleIamV1TestIamPermissionsRequest
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          collection :permissions, as: 'permissions'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleIamV1TestIamPermissionsResponse
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          collection :permissions, as: 'permissions'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleLongrunningListOperationsResponse
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :next_page_token, as: 'nextPageToken'
 | 
						|
          collection :operations, as: 'operations', class: Google::Apis::MlV1::GoogleLongrunningOperation, decorator: Google::Apis::MlV1::GoogleLongrunningOperation::Representation
 | 
						|
      
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleLongrunningOperation
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :done, as: 'done'
 | 
						|
          property :error, as: 'error', class: Google::Apis::MlV1::GoogleRpcStatus, decorator: Google::Apis::MlV1::GoogleRpcStatus::Representation
 | 
						|
      
 | 
						|
          hash :metadata, as: 'metadata'
 | 
						|
          property :name, as: 'name'
 | 
						|
          hash :response, as: 'response'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleProtobufEmpty
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleRpcStatus
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :code, as: 'code'
 | 
						|
          collection :details, as: 'details'
 | 
						|
          property :message, as: 'message'
 | 
						|
        end
 | 
						|
      end
 | 
						|
      
 | 
						|
      class GoogleTypeExpr
 | 
						|
        # @private
 | 
						|
        class Representation < Google::Apis::Core::JsonRepresentation
 | 
						|
          property :description, as: 'description'
 | 
						|
          property :expression, as: 'expression'
 | 
						|
          property :location, as: 'location'
 | 
						|
          property :title, as: 'title'
 | 
						|
        end
 | 
						|
      end
 | 
						|
    end
 | 
						|
  end
 | 
						|
end
 |