1239 lines
75 KiB
Ruby
1239 lines
75 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 '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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# AI Platform Training & Prediction API
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#
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# An API to enable creating and using machine learning models.
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#
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# @example
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# require 'google/apis/ml_v1'
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#
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# Ml = Google::Apis::MlV1 # Alias the module
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# service = Ml::CloudMachineLearningEngineService.new
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#
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# @see https://cloud.google.com/ml/
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class CloudMachineLearningEngineService < Google::Apis::Core::BaseService
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# @return [String]
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# API key. Your API key identifies your project and provides you with API access,
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# quota, and reports. Required unless you provide an OAuth 2.0 token.
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attr_accessor :key
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# @return [String]
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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attr_accessor :quota_user
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def initialize
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super('https://ml.googleapis.com/', '')
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@batch_path = 'batch'
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end
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# Performs explanation on the data in the request.
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# AI Platform implements a custom `explain` verb on top of an HTTP POST
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# method.
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# @param [String] name
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# Required. The resource name of a model or a version.
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# Authorization: requires the `predict` permission on the specified resource.
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# @param [Google::Apis::MlV1::GoogleCloudMlV1ExplainRequest] google_cloud_ml_v1__explain_request_object
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleApiHttpBody] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleApiHttpBody]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def explain_project(name, google_cloud_ml_v1__explain_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:post, 'v1/{+name}:explain', options)
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command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1ExplainRequest::Representation
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command.request_object = google_cloud_ml_v1__explain_request_object
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command.response_representation = Google::Apis::MlV1::GoogleApiHttpBody::Representation
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command.response_class = Google::Apis::MlV1::GoogleApiHttpBody
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command.params['name'] = name unless name.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Get the service account information associated with your project. You need
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# this information in order to grant the service account permissions for
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# the Google Cloud Storage location where you put your model training code
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# for training the model with Google Cloud Machine Learning.
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# @param [String] name
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# Required. The project name.
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def get_project_config(name, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:get, 'v1/{+name}:getConfig', options)
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command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse::Representation
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command.response_class = Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse
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command.params['name'] = name unless name.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Performs online prediction on the data in the request.
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# <div>`% dynamic include "/ai-platform/includes/___predict-request" %`</div>
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# @param [String] name
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# Required. The resource name of a model or a version.
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# Authorization: requires the `predict` permission on the specified resource.
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# @param [Google::Apis::MlV1::GoogleCloudMlV1PredictRequest] google_cloud_ml_v1__predict_request_object
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleApiHttpBody] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleApiHttpBody]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def predict_project(name, google_cloud_ml_v1__predict_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:post, 'v1/{+name}:predict', options)
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command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1PredictRequest::Representation
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command.request_object = google_cloud_ml_v1__predict_request_object
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command.response_representation = Google::Apis::MlV1::GoogleApiHttpBody::Representation
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command.response_class = Google::Apis::MlV1::GoogleApiHttpBody
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command.params['name'] = name unless name.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Cancels a running job.
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# @param [String] name
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# Required. The name of the job to cancel.
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# @param [Google::Apis::MlV1::GoogleCloudMlV1CancelJobRequest] google_cloud_ml_v1__cancel_job_request_object
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleProtobufEmpty] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleProtobufEmpty]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def cancel_project_job(name, google_cloud_ml_v1__cancel_job_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:post, 'v1/{+name}:cancel', options)
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command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1CancelJobRequest::Representation
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command.request_object = google_cloud_ml_v1__cancel_job_request_object
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command.response_representation = Google::Apis::MlV1::GoogleProtobufEmpty::Representation
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command.response_class = Google::Apis::MlV1::GoogleProtobufEmpty
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command.params['name'] = name unless name.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Creates a training or a batch prediction job.
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# @param [String] parent
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# Required. The project name.
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# @param [Google::Apis::MlV1::GoogleCloudMlV1Job] google_cloud_ml_v1__job_object
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Job] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleCloudMlV1Job]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def create_project_job(parent, google_cloud_ml_v1__job_object = nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:post, 'v1/{+parent}/jobs', options)
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command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
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command.request_object = google_cloud_ml_v1__job_object
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command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
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command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Job
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command.params['parent'] = parent unless parent.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Describes a job.
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# @param [String] name
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# Required. The name of the job to get the description of.
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Job] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleCloudMlV1Job]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def get_project_job(name, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:get, 'v1/{+name}', options)
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command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
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command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Job
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command.params['name'] = name unless name.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Gets the access control policy for a resource.
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# Returns an empty policy if the resource exists and does not have a policy
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# set.
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# @param [String] resource
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# REQUIRED: The resource for which the policy is being requested.
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# See the operation documentation for the appropriate value for this field.
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# @param [Fixnum] options_requested_policy_version
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# Optional. The policy format version to be returned.
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# Valid values are 0, 1, and 3. Requests specifying an invalid value will be
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# rejected.
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# Requests for policies with any conditional bindings must specify version 3.
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# Policies without any conditional bindings may specify any valid value or
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# leave the field unset.
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleIamV1Policy] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleIamV1Policy]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def get_project_job_iam_policy(resource, options_requested_policy_version: nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:get, 'v1/{+resource}:getIamPolicy', options)
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command.response_representation = Google::Apis::MlV1::GoogleIamV1Policy::Representation
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command.response_class = Google::Apis::MlV1::GoogleIamV1Policy
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command.params['resource'] = resource unless resource.nil?
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command.query['options.requestedPolicyVersion'] = options_requested_policy_version unless options_requested_policy_version.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Lists the jobs in the project.
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# If there are no jobs that match the request parameters, the list
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# request returns an empty response body: ``.
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# @param [String] parent
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# Required. The name of the project for which to list jobs.
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# @param [String] filter
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# Optional. Specifies the subset of jobs to retrieve.
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# You can filter on the value of one or more attributes of the job object.
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# For example, retrieve jobs with a job identifier that starts with 'census':
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# <p><code>gcloud ai-platform jobs list --filter='jobId:census*'</code>
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# <p>List all failed jobs with names that start with 'rnn':
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# <p><code>gcloud ai-platform jobs list --filter='jobId:rnn*
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# AND state:FAILED'</code>
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# <p>For more examples, see the guide to
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# <a href="/ml-engine/docs/tensorflow/monitor-training">monitoring jobs</a>.
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# @param [Fixnum] page_size
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# Optional. The number of jobs to retrieve per "page" of results. If there
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# are more remaining results than this number, the response message will
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# contain a valid value in the `next_page_token` field.
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# The default value is 20, and the maximum page size is 100.
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# @param [String] page_token
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# Optional. A page token to request the next page of results.
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# You get the token from the `next_page_token` field of the response from
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# the previous call.
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
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# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
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# @raise [Google::Apis::AuthorizationError] Authorization is required
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def list_project_jobs(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
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command = make_simple_command(:get, 'v1/{+parent}/jobs', options)
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command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse::Representation
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command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse
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command.params['parent'] = parent unless parent.nil?
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command.query['filter'] = filter unless filter.nil?
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command.query['pageSize'] = page_size unless page_size.nil?
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command.query['pageToken'] = page_token unless page_token.nil?
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command.query['fields'] = fields unless fields.nil?
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command.query['quotaUser'] = quota_user unless quota_user.nil?
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execute_or_queue_command(command, &block)
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end
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# Updates a specific job resource.
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# Currently the only supported fields to update are `labels`.
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# @param [String] name
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# Required. The job name.
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# @param [Google::Apis::MlV1::GoogleCloudMlV1Job] google_cloud_ml_v1__job_object
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# @param [String] update_mask
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# Required. Specifies the path, relative to `Job`, of the field to update.
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# To adopt etag mechanism, include `etag` field in the mask, and include the
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# `etag` value in your job resource.
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# For example, to change the labels of a job, the `update_mask` parameter
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# would be specified as `labels`, `etag`, and the
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# `PATCH` request body would specify the new value, as follows:
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# `
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# "labels": `
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# "owner": "Google",
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# "color": "Blue"
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# `
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# "etag": "33a64df551425fcc55e4d42a148795d9f25f89d4"
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# `
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# If `etag` matches the one on the server, the labels of the job will be
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# replaced with the given ones, and the server end `etag` will be
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# recalculated.
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# Currently the only supported update masks are `labels` and `etag`.
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# @param [String] fields
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# Selector specifying which fields to include in a partial response.
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# @param [String] quota_user
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# Available to use for quota purposes for server-side applications. Can be any
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# arbitrary string assigned to a user, but should not exceed 40 characters.
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# @param [Google::Apis::RequestOptions] options
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# Request-specific options
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#
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# @yield [result, err] Result & error if block supplied
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# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Job] parsed result object
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# @yieldparam err [StandardError] error object if request failed
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#
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# @return [Google::Apis::MlV1::GoogleCloudMlV1Job]
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#
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# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def patch_project_job(name, google_cloud_ml_v1__job_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:patch, 'v1/{+name}', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
|
|
command.request_object = google_cloud_ml_v1__job_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Job
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['updateMask'] = update_mask unless update_mask.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Sets the access control policy on the specified resource. Replaces any
|
|
# existing policy.
|
|
# Can return Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED
|
|
# @param [String] resource
|
|
# REQUIRED: The resource for which the policy is being specified.
|
|
# See the operation documentation for the appropriate value for this field.
|
|
# @param [Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest] google_iam_v1__set_iam_policy_request_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleIamV1Policy] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleIamV1Policy]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def set_project_job_iam_policy(resource, google_iam_v1__set_iam_policy_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+resource}:setIamPolicy', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest::Representation
|
|
command.request_object = google_iam_v1__set_iam_policy_request_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleIamV1Policy::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleIamV1Policy
|
|
command.params['resource'] = resource unless resource.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Returns permissions that a caller has on the specified resource.
|
|
# If the resource does not exist, this will return an empty set of
|
|
# permissions, not a NOT_FOUND error.
|
|
# Note: This operation is designed to be used for building permission-aware
|
|
# UIs and command-line tools, not for authorization checking. This operation
|
|
# may "fail open" without warning.
|
|
# @param [String] resource
|
|
# REQUIRED: The resource for which the policy detail is being requested.
|
|
# See the operation documentation for the appropriate value for this field.
|
|
# @param [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest] google_iam_v1__test_iam_permissions_request_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def test_project_job_iam_permissions(resource, google_iam_v1__test_iam_permissions_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+resource}:testIamPermissions', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest::Representation
|
|
command.request_object = google_iam_v1__test_iam_permissions_request_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse
|
|
command.params['resource'] = resource unless resource.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Get the complete list of CMLE capabilities in a location, along with their
|
|
# location-specific properties.
|
|
# @param [String] name
|
|
# Required. The name of the location.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Location] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1Location]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def get_project_location(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Location::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Location
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# List all locations that provides at least one type of CMLE capability.
|
|
# @param [String] parent
|
|
# Required. The name of the project for which available locations are to be
|
|
# listed (since some locations might be whitelisted for specific projects).
|
|
# @param [Fixnum] page_size
|
|
# Optional. The number of locations to retrieve per "page" of results. If
|
|
# there are more remaining results than this number, the response message
|
|
# will contain a valid value in the `next_page_token` field.
|
|
# The default value is 20, and the maximum page size is 100.
|
|
# @param [String] page_token
|
|
# Optional. A page token to request the next page of results.
|
|
# You get the token from the `next_page_token` field of the response from
|
|
# the previous call.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1ListLocationsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1ListLocationsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def list_project_locations(parent, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+parent}/locations', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListLocationsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListLocationsResponse
|
|
command.params['parent'] = parent unless parent.nil?
|
|
command.query['pageSize'] = page_size unless page_size.nil?
|
|
command.query['pageToken'] = page_token unless page_token.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Creates a model which will later contain one or more versions.
|
|
# You must add at least one version before you can request predictions from
|
|
# the model. Add versions by calling
|
|
# projects.models.versions.create.
|
|
# @param [String] parent
|
|
# Required. The project name.
|
|
# @param [Google::Apis::MlV1::GoogleCloudMlV1Model] google_cloud_ml_v1__model_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Model] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1Model]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def create_project_model(parent, google_cloud_ml_v1__model_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+parent}/models', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Model::Representation
|
|
command.request_object = google_cloud_ml_v1__model_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Model::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Model
|
|
command.params['parent'] = parent unless parent.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Deletes a model.
|
|
# You can only delete a model if there are no versions in it. You can delete
|
|
# versions by calling
|
|
# projects.models.versions.delete.
|
|
# @param [String] name
|
|
# Required. The name of the model.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def delete_project_model(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:delete, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Gets information about a model, including its name, the description (if
|
|
# set), and the default version (if at least one version of the model has
|
|
# been deployed).
|
|
# @param [String] name
|
|
# Required. The name of the model.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Model] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1Model]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def get_project_model(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Model::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Model
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Gets the access control policy for a resource.
|
|
# Returns an empty policy if the resource exists and does not have a policy
|
|
# set.
|
|
# @param [String] resource
|
|
# REQUIRED: The resource for which the policy is being requested.
|
|
# See the operation documentation for the appropriate value for this field.
|
|
# @param [Fixnum] options_requested_policy_version
|
|
# Optional. The policy format version to be returned.
|
|
# Valid values are 0, 1, and 3. Requests specifying an invalid value will be
|
|
# rejected.
|
|
# Requests for policies with any conditional bindings must specify version 3.
|
|
# Policies without any conditional bindings may specify any valid value or
|
|
# leave the field unset.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleIamV1Policy] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleIamV1Policy]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def get_project_model_iam_policy(resource, options_requested_policy_version: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+resource}:getIamPolicy', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleIamV1Policy::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleIamV1Policy
|
|
command.params['resource'] = resource unless resource.nil?
|
|
command.query['options.requestedPolicyVersion'] = options_requested_policy_version unless options_requested_policy_version.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Lists the models in a project.
|
|
# Each project can contain multiple models, and each model can have multiple
|
|
# versions.
|
|
# If there are no models that match the request parameters, the list request
|
|
# returns an empty response body: ``.
|
|
# @param [String] parent
|
|
# Required. The name of the project whose models are to be listed.
|
|
# @param [String] filter
|
|
# Optional. Specifies the subset of models to retrieve.
|
|
# @param [Fixnum] page_size
|
|
# Optional. The number of models to retrieve per "page" of results. If there
|
|
# are more remaining results than this number, the response message will
|
|
# contain a valid value in the `next_page_token` field.
|
|
# The default value is 20, and the maximum page size is 100.
|
|
# @param [String] page_token
|
|
# Optional. A page token to request the next page of results.
|
|
# You get the token from the `next_page_token` field of the response from
|
|
# the previous call.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1ListModelsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1ListModelsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def list_project_models(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+parent}/models', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListModelsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListModelsResponse
|
|
command.params['parent'] = parent unless parent.nil?
|
|
command.query['filter'] = filter unless filter.nil?
|
|
command.query['pageSize'] = page_size unless page_size.nil?
|
|
command.query['pageToken'] = page_token unless page_token.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Updates a specific model resource.
|
|
# Currently the only supported fields to update are `description` and
|
|
# `default_version.name`.
|
|
# @param [String] name
|
|
# Required. The project name.
|
|
# @param [Google::Apis::MlV1::GoogleCloudMlV1Model] google_cloud_ml_v1__model_object
|
|
# @param [String] update_mask
|
|
# Required. Specifies the path, relative to `Model`, of the field to update.
|
|
# For example, to change the description of a model to "foo" and set its
|
|
# default version to "version_1", the `update_mask` parameter would be
|
|
# specified as `description`, `default_version.name`, and the `PATCH`
|
|
# request body would specify the new value, as follows:
|
|
# `
|
|
# "description": "foo",
|
|
# "defaultVersion": `
|
|
# "name":"version_1"
|
|
# `
|
|
# `
|
|
# Currently the supported update masks are `description` and
|
|
# `default_version.name`.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def patch_project_model(name, google_cloud_ml_v1__model_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:patch, 'v1/{+name}', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Model::Representation
|
|
command.request_object = google_cloud_ml_v1__model_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['updateMask'] = update_mask unless update_mask.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Sets the access control policy on the specified resource. Replaces any
|
|
# existing policy.
|
|
# Can return Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED
|
|
# @param [String] resource
|
|
# REQUIRED: The resource for which the policy is being specified.
|
|
# See the operation documentation for the appropriate value for this field.
|
|
# @param [Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest] google_iam_v1__set_iam_policy_request_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleIamV1Policy] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleIamV1Policy]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def set_project_model_iam_policy(resource, google_iam_v1__set_iam_policy_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+resource}:setIamPolicy', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest::Representation
|
|
command.request_object = google_iam_v1__set_iam_policy_request_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleIamV1Policy::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleIamV1Policy
|
|
command.params['resource'] = resource unless resource.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Returns permissions that a caller has on the specified resource.
|
|
# If the resource does not exist, this will return an empty set of
|
|
# permissions, not a NOT_FOUND error.
|
|
# Note: This operation is designed to be used for building permission-aware
|
|
# UIs and command-line tools, not for authorization checking. This operation
|
|
# may "fail open" without warning.
|
|
# @param [String] resource
|
|
# REQUIRED: The resource for which the policy detail is being requested.
|
|
# See the operation documentation for the appropriate value for this field.
|
|
# @param [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest] google_iam_v1__test_iam_permissions_request_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def test_project_model_iam_permissions(resource, google_iam_v1__test_iam_permissions_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+resource}:testIamPermissions', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest::Representation
|
|
command.request_object = google_iam_v1__test_iam_permissions_request_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse
|
|
command.params['resource'] = resource unless resource.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Creates a new version of a model from a trained TensorFlow model.
|
|
# If the version created in the cloud by this call is the first deployed
|
|
# version of the specified model, it will be made the default version of the
|
|
# model. When you add a version to a model that already has one or more
|
|
# versions, the default version does not automatically change. If you want a
|
|
# new version to be the default, you must call
|
|
# projects.models.versions.setDefault.
|
|
# @param [String] parent
|
|
# Required. The name of the model.
|
|
# @param [Google::Apis::MlV1::GoogleCloudMlV1Version] google_cloud_ml_v1__version_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def create_project_model_version(parent, google_cloud_ml_v1__version_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+parent}/versions', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
|
|
command.request_object = google_cloud_ml_v1__version_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['parent'] = parent unless parent.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Deletes a model version.
|
|
# Each model can have multiple versions deployed and in use at any given
|
|
# time. Use this method to remove a single version.
|
|
# Note: You cannot delete the version that is set as the default version
|
|
# of the model unless it is the only remaining version.
|
|
# @param [String] name
|
|
# Required. The name of the version. You can get the names of all the
|
|
# versions of a model by calling
|
|
# projects.models.versions.list.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def delete_project_model_version(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:delete, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Gets information about a model version.
|
|
# Models can have multiple versions. You can call
|
|
# projects.models.versions.list
|
|
# to get the same information that this method returns for all of the
|
|
# versions of a model.
|
|
# @param [String] name
|
|
# Required. The name of the version.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Version] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1Version]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def get_project_model_version(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Version
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Gets basic information about all the versions of a model.
|
|
# If you expect that a model has many versions, or if you need to handle
|
|
# only a limited number of results at a time, you can request that the list
|
|
# be retrieved in batches (called pages).
|
|
# If there are no versions that match the request parameters, the list
|
|
# request returns an empty response body: ``.
|
|
# @param [String] parent
|
|
# Required. The name of the model for which to list the version.
|
|
# @param [String] filter
|
|
# Optional. Specifies the subset of versions to retrieve.
|
|
# @param [Fixnum] page_size
|
|
# Optional. The number of versions to retrieve per "page" of results. If
|
|
# there are more remaining results than this number, the response message
|
|
# will contain a valid value in the `next_page_token` field.
|
|
# The default value is 20, and the maximum page size is 100.
|
|
# @param [String] page_token
|
|
# Optional. A page token to request the next page of results.
|
|
# You get the token from the `next_page_token` field of the response from
|
|
# the previous call.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1ListVersionsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1ListVersionsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def list_project_model_versions(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+parent}/versions', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListVersionsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListVersionsResponse
|
|
command.params['parent'] = parent unless parent.nil?
|
|
command.query['filter'] = filter unless filter.nil?
|
|
command.query['pageSize'] = page_size unless page_size.nil?
|
|
command.query['pageToken'] = page_token unless page_token.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Updates the specified Version resource.
|
|
# Currently the only update-able fields are `description`,
|
|
# `requestLoggingConfig`, `autoScaling.minNodes`, and `manualScaling.nodes`.
|
|
# @param [String] name
|
|
# Required. The name of the model.
|
|
# @param [Google::Apis::MlV1::GoogleCloudMlV1Version] google_cloud_ml_v1__version_object
|
|
# @param [String] update_mask
|
|
# Required. Specifies the path, relative to `Version`, of the field to
|
|
# update. Must be present and non-empty.
|
|
# For example, to change the description of a version to "foo", the
|
|
# `update_mask` parameter would be specified as `description`, and the
|
|
# `PATCH` request body would specify the new value, as follows:
|
|
# ```
|
|
# `
|
|
# "description": "foo"
|
|
# `
|
|
# ```
|
|
# Currently the only supported update mask fields are `description`,
|
|
# `requestLoggingConfig`, `autoScaling.minNodes`, and `manualScaling.nodes`.
|
|
# However, you can only update `manualScaling.nodes` if the version uses a
|
|
# [Compute Engine (N1)
|
|
# machine type](/ml-engine/docs/machine-types-online-prediction).
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def patch_project_model_version(name, google_cloud_ml_v1__version_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:patch, 'v1/{+name}', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
|
|
command.request_object = google_cloud_ml_v1__version_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['updateMask'] = update_mask unless update_mask.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Designates a version to be the default for the model.
|
|
# The default version is used for prediction requests made against the model
|
|
# that don't specify a version.
|
|
# The first version to be created for a model is automatically set as the
|
|
# default. You must make any subsequent changes to the default version
|
|
# setting manually using this method.
|
|
# @param [String] name
|
|
# Required. The name of the version to make the default for the model. You
|
|
# can get the names of all the versions of a model by calling
|
|
# projects.models.versions.list.
|
|
# @param [Google::Apis::MlV1::GoogleCloudMlV1SetDefaultVersionRequest] google_cloud_ml_v1__set_default_version_request_object
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleCloudMlV1Version] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleCloudMlV1Version]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def set_project_model_version_default(name, google_cloud_ml_v1__set_default_version_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+name}:setDefault', options)
|
|
command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1SetDefaultVersionRequest::Representation
|
|
command.request_object = google_cloud_ml_v1__set_default_version_request_object
|
|
command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Version::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Version
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Starts asynchronous cancellation on a long-running operation. The server
|
|
# makes a best effort to cancel the operation, but success is not
|
|
# guaranteed. If the server doesn't support this method, it returns
|
|
# `google.rpc.Code.UNIMPLEMENTED`. Clients can use
|
|
# Operations.GetOperation or
|
|
# other methods to check whether the cancellation succeeded or whether the
|
|
# operation completed despite cancellation. On successful cancellation,
|
|
# the operation is not deleted; instead, it becomes an operation with
|
|
# an Operation.error value with a google.rpc.Status.code of 1,
|
|
# corresponding to `Code.CANCELLED`.
|
|
# @param [String] name
|
|
# The name of the operation resource to be cancelled.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleProtobufEmpty] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleProtobufEmpty]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def cancel_project_operation(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:post, 'v1/{+name}:cancel', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleProtobufEmpty::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleProtobufEmpty
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Gets the latest state of a long-running operation. Clients can use this
|
|
# method to poll the operation result at intervals as recommended by the API
|
|
# service.
|
|
# @param [String] name
|
|
# The name of the operation resource.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningOperation] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningOperation]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def get_project_operation(name, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+name}', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningOperation::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningOperation
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
# Lists operations that match the specified filter in the request. If the
|
|
# server doesn't support this method, it returns `UNIMPLEMENTED`.
|
|
# NOTE: the `name` binding allows API services to override the binding
|
|
# to use different resource name schemes, such as `users/*/operations`. To
|
|
# override the binding, API services can add a binding such as
|
|
# `"/v1/`name=users/*`/operations"` to their service configuration.
|
|
# For backwards compatibility, the default name includes the operations
|
|
# collection id, however overriding users must ensure the name binding
|
|
# is the parent resource, without the operations collection id.
|
|
# @param [String] name
|
|
# The name of the operation's parent resource.
|
|
# @param [String] filter
|
|
# The standard list filter.
|
|
# @param [Fixnum] page_size
|
|
# The standard list page size.
|
|
# @param [String] page_token
|
|
# The standard list page token.
|
|
# @param [String] fields
|
|
# Selector specifying which fields to include in a partial response.
|
|
# @param [String] quota_user
|
|
# Available to use for quota purposes for server-side applications. Can be any
|
|
# arbitrary string assigned to a user, but should not exceed 40 characters.
|
|
# @param [Google::Apis::RequestOptions] options
|
|
# Request-specific options
|
|
#
|
|
# @yield [result, err] Result & error if block supplied
|
|
# @yieldparam result [Google::Apis::MlV1::GoogleLongrunningListOperationsResponse] parsed result object
|
|
# @yieldparam err [StandardError] error object if request failed
|
|
#
|
|
# @return [Google::Apis::MlV1::GoogleLongrunningListOperationsResponse]
|
|
#
|
|
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
|
|
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
|
|
# @raise [Google::Apis::AuthorizationError] Authorization is required
|
|
def list_project_operations(name, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
|
|
command = make_simple_command(:get, 'v1/{+name}/operations', options)
|
|
command.response_representation = Google::Apis::MlV1::GoogleLongrunningListOperationsResponse::Representation
|
|
command.response_class = Google::Apis::MlV1::GoogleLongrunningListOperationsResponse
|
|
command.params['name'] = name unless name.nil?
|
|
command.query['filter'] = filter unless filter.nil?
|
|
command.query['pageSize'] = page_size unless page_size.nil?
|
|
command.query['pageToken'] = page_token unless page_token.nil?
|
|
command.query['fields'] = fields unless fields.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
execute_or_queue_command(command, &block)
|
|
end
|
|
|
|
protected
|
|
|
|
def apply_command_defaults(command)
|
|
command.query['key'] = key unless key.nil?
|
|
command.query['quotaUser'] = quota_user unless quota_user.nil?
|
|
end
|
|
end
|
|
end
|
|
end
|
|
end
|