Class: Google::Apis::MlV1::CloudMachineLearningEngineService

Inherits:
Core::BaseService
  • Object
show all
Defined in:
lib/google/apis/ml_v1/service.rb

Overview

AI Platform Training & Prediction API

An API to enable creating and using machine learning models.

Examples:

require 'google/apis/ml_v1'

Ml = Google::Apis::MlV1 # Alias the module
service = Ml::CloudMachineLearningEngineService.new

See Also:

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize ⇒ CloudMachineLearningEngineService

Returns a new instance of CloudMachineLearningEngineService.



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# File 'lib/google/apis/ml_v1/service.rb', line 45

def initialize
  super('https://ml.googleapis.com/', '',
        client_name: 'google-apis-ml_v1',
        client_version: Google::Apis::MlV1::GEM_VERSION)
  @batch_path = 'batch'
end

Instance Attribute Details

#key ⇒ String

Returns API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.

Returns:

  • (String) —

    API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.



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# File 'lib/google/apis/ml_v1/service.rb', line 38

def key
  @key
end

#quota_user ⇒ String

Returns 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.

Returns:

  • (String) —

    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.



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# File 'lib/google/apis/ml_v1/service.rb', line 43

def quota_user
  @quota_user
end

Instance Method Details

#add_project_location_study_trial_measurement(name, google_cloud_ml_v1__add_trial_measurement_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Trial

Adds a measurement of the objective metrics to a trial. This measurement is assumed to have been taken before the trial is complete.

Parameters:

  • name (String) —

    Required. The trial name.

  • google_cloud_ml_v1__add_trial_measurement_request_object (Google::Apis::MlV1::GoogleCloudMlV1AddTrialMeasurementRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 757

def add_project_location_study_trial_measurement(name, google_cloud_ml_v1__add_trial_measurement_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:addMeasurement', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1AddTrialMeasurementRequest::Representation
  command.request_object = google_cloud_ml_v1__add_trial_measurement_request_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Trial
  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

#cancel_project_job(name, google_cloud_ml_v1__cancel_job_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleProtobufEmpty

Cancels a running job.

Parameters:

  • name (String) —

    Required. The name of the job to cancel.

  • google_cloud_ml_v1__cancel_job_request_object (Google::Apis::MlV1::GoogleCloudMlV1CancelJobRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 176

def cancel_project_job(name, google_cloud_ml_v1__cancel_job_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:cancel', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1CancelJobRequest::Representation
  command.request_object = google_cloud_ml_v1__cancel_job_request_object
  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

#cancel_project_location_operation(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleProtobufEmpty

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.

Parameters:

  • name (String) —

    The name of the operation resource to be cancelled.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 565

def cancel_project_location_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

#cancel_project_operation(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleProtobufEmpty

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.

Parameters:

  • name (String) —

    The name of the operation resource to be cancelled.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1634

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

#check_project_location_study_trial_early_stopping_state(name, google_cloud_ml_v1__check_trial_early_stopping_state_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

Checks whether a trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse.

Parameters:

  • name (String) —

    Required. The trial name.

  • google_cloud_ml_v1__check_trial_early_stopping_state_request_object (Google::Apis::MlV1::GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 792

def check_project_location_study_trial_early_stopping_state(name, google_cloud_ml_v1__check_trial_early_stopping_state_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:checkEarlyStoppingState', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest::Representation
  command.request_object = google_cloud_ml_v1__check_trial_early_stopping_state_request_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['fields'] = fields unless fields.nil?
  command.query['quotaUser'] = quota_user unless quota_user.nil?
  execute_or_queue_command(command, &block)
end

#complete_project_location_study_trial(name, google_cloud_ml_v1__complete_trial_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Trial

Marks a trial as complete.

Parameters:

  • name (String) —

    Required. The trial name.metat

  • google_cloud_ml_v1__complete_trial_request_object (Google::Apis::MlV1::GoogleCloudMlV1CompleteTrialRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 825

def complete_project_location_study_trial(name, google_cloud_ml_v1__complete_trial_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:complete', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1CompleteTrialRequest::Representation
  command.request_object = google_cloud_ml_v1__complete_trial_request_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Trial
  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

#create_project_job(parent, google_cloud_ml_v1__job_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Job

Creates a training or a batch prediction job.

Parameters:

  • parent (String) —

    Required. The project name.

  • google_cloud_ml_v1__job_object (Google::Apis::MlV1::GoogleCloudMlV1Job) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 209

def create_project_job(parent, google_cloud_ml_v1__job_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+parent}/jobs', 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['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

#create_project_location_study(parent, google_cloud_ml_v1__study_object = nil, study_id: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Study

Creates a study.

Parameters:

  • parent (String) —

    Required. The project and location that the study belongs to. Format: projects/ project/locations/location

  • google_cloud_ml_v1__study_object (Google::Apis::MlV1::GoogleCloudMlV1Study) (defaults to: nil)
  • study_id (String) (defaults to: nil) —

    Required. The ID to use for the study, which will become the final component of the study's resource name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 631

def create_project_location_study(parent, google_cloud_ml_v1__study_object = nil, study_id: nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+parent}/studies', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Study::Representation
  command.request_object = google_cloud_ml_v1__study_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Study::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Study
  command.params['parent'] = parent unless parent.nil?
  command.query['studyId'] = study_id unless study_id.nil?
  command.query['fields'] = fields unless fields.nil?
  command.query['quotaUser'] = quota_user unless quota_user.nil?
  execute_or_queue_command(command, &block)
end

#create_project_location_study_trial(parent, google_cloud_ml_v1__trial_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Trial

Adds a user provided trial to a study.

Parameters:

  • parent (String) —

    Required. The name of the study that the trial belongs to.

  • google_cloud_ml_v1__trial_object (Google::Apis::MlV1::GoogleCloudMlV1Trial) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 858

def create_project_location_study_trial(parent, google_cloud_ml_v1__trial_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+parent}/trials', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.request_object = google_cloud_ml_v1__trial_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Trial
  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

#create_project_model(parent, google_cloud_ml_v1__model_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Model

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.

Parameters:

  • parent (String) —

    Required. The project name.

  • google_cloud_ml_v1__model_object (Google::Apis::MlV1::GoogleCloudMlV1Model) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1087

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

#create_project_model_version(parent, google_cloud_ml_v1__version_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

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.

Parameters:

  • parent (String) —

    Required. The name of the model.

  • google_cloud_ml_v1__version_object (Google::Apis::MlV1::GoogleCloudMlV1Version) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1397

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

#delete_project_location_study(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleProtobufEmpty

Deletes a study.

Parameters:

  • name (String) —

    Required. The study name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 664

def delete_project_location_study(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:delete, 'v1/{+name}', 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

#delete_project_location_study_trial(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleProtobufEmpty

Deletes a trial.

Parameters:

  • name (String) —

    Required. The trial name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 890

def delete_project_location_study_trial(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:delete, 'v1/{+name}', 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

#delete_project_model(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

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.

Parameters:

  • name (String) —

    Required. The name of the model.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1120

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

#delete_project_model_version(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

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.

Parameters:

  • name (String) —

    Required. The name of the version. You can get the names of all the versions of a model by calling projects.models.versions.list.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1433

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

#explain_project(name, google_cloud_ml_v1__explain_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleApiHttpBody

Performs explanation on the data in the request. % dynamic include "/ai- platform/includes/___explain-request" %

Parameters:

  • name (String) —

    Required. The resource name of a model or a version. Authorization: requires the predict permission on the specified resource.

  • google_cloud_ml_v1__explain_request_object (Google::Apis::MlV1::GoogleCloudMlV1ExplainRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 75

def explain_project(name, google_cloud_ml_v1__explain_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:explain', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1ExplainRequest::Representation
  command.request_object = google_cloud_ml_v1__explain_request_object
  command.response_representation = Google::Apis::MlV1::GoogleApiHttpBody::Representation
  command.response_class = Google::Apis::MlV1::GoogleApiHttpBody
  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

#get_project_config(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse

Get the service account information associated with your project. You need this information in order to grant the service account permissions for the Google Cloud Storage location where you put your model training code for training the model with Google Cloud Machine Learning.

Parameters:

  • name (String) —

    Required. The project name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 110

def get_project_config(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+name}:getConfig', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1GetConfigResponse
  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

#get_project_job(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Job

Describes a job.

Parameters:

  • name (String) —

    Required. The name of the job to get the description of.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 241

def get_project_job(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+name}', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Job::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Job
  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

#get_project_job_iam_policy(resource, options_requested_policy_version: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1Policy

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy is being requested. See Resource names for the appropriate value for this field.

  • options_requested_policy_version (Fixnum) (defaults to: nil) —

    Optional. The maximum policy version that will be used to format the policy. Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected. Requests for policies with any conditional role bindings must specify version 3. Policies with no conditional role bindings may specify any valid value or leave the field unset. The policy in the response might use the policy version that you specified, or it might use a lower policy version. For example, if you specify version 3, but the policy has no conditional role bindings, the response uses version 1. To learn which resources support conditions in their IAM policies, see the IAM documentation.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 285

def get_project_job_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

#get_project_location(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Location

Get the complete list of CMLE capabilities in a location, along with their location-specific properties.

Parameters:

  • name (String) —

    Required. The name of the location.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 487

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

#get_project_location_operation(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

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.

Parameters:

  • name (String) —

    The name of the operation resource.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 596

def get_project_location_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

#get_project_location_study(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Study

Gets a study.

Parameters:

  • name (String) —

    Required. The study name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 694

def get_project_location_study(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+name}', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Study::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Study
  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

#get_project_location_study_trial(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Trial

Gets a trial.

Parameters:

  • name (String) —

    Required. The trial name.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 920

def get_project_location_study_trial(name, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+name}', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Trial
  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

#get_project_model(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Model

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).

Parameters:

  • name (String) —

    Required. The name of the model.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1152

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

#get_project_model_iam_policy(resource, options_requested_policy_version: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1Policy

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy is being requested. See Resource names for the appropriate value for this field.

  • options_requested_policy_version (Fixnum) (defaults to: nil) —

    Optional. The maximum policy version that will be used to format the policy. Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected. Requests for policies with any conditional role bindings must specify version 3. Policies with no conditional role bindings may specify any valid value or leave the field unset. The policy in the response might use the policy version that you specified, or it might use a lower policy version. For example, if you specify version 3, but the policy has no conditional role bindings, the response uses version 1. To learn which resources support conditions in their IAM policies, see the IAM documentation.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1196

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

#get_project_model_version(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Version

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.

Parameters:

  • name (String) —

    Required. The name of the version.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1465

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

#get_project_operation(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

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.

Parameters:

  • name (String) —

    The name of the operation resource.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1665

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

#list_project_jobs(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse

Lists the jobs in the project. If there are no jobs that match the request parameters, the list request returns an empty response body: ``.

Parameters:

  • parent (String) —

    Required. The name of the project for which to list jobs.

  • filter (String) (defaults to: nil) —

    Optional. Specifies the subset of jobs to retrieve. You can filter on the value of one or more attributes of the job object. For example, retrieve jobs with a job identifier that starts with 'census': gcloud ai-platform jobs list - -filter='jobId:census*' List all failed jobs with names that start with 'rnn': gcloud ai-platform jobs list --filter='jobId:rnn* AND state:FAILED' For more examples, see the guide to monitoring jobs.

  • page_size (Fixnum) (defaults to: nil) —

    Optional. The number of jobs 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.

  • page_token (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 332

def list_project_jobs(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+parent}/jobs', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListJobsResponse
  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

#list_project_location_studies(parent, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListStudiesResponse

Lists all the studies in a region for an associated project.

Parameters:

  • parent (String) —

    Required. The project and location that the study belongs to. Format: projects/ project/locations/location

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 725

def list_project_location_studies(parent, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+parent}/studies', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListStudiesResponse::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListStudiesResponse
  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

#list_project_location_study_trial_optimal_trials(parent, google_cloud_ml_v1__list_optimal_trials_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListOptimalTrialsResponse

Lists the pareto-optimal trials for multi-objective study or the optimal trials for single-objective study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

Parameters:

  • parent (String) —

    Required. The name of the study that the pareto-optimal trial belongs to.

  • google_cloud_ml_v1__list_optimal_trials_request_object (Google::Apis::MlV1::GoogleCloudMlV1ListOptimalTrialsRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 983

def list_project_location_study_trial_optimal_trials(parent, google_cloud_ml_v1__list_optimal_trials_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+parent}/trials:listOptimalTrials', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1ListOptimalTrialsRequest::Representation
  command.request_object = google_cloud_ml_v1__list_optimal_trials_request_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListOptimalTrialsResponse::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListOptimalTrialsResponse
  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

#list_project_location_study_trials(parent, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListTrialsResponse

Lists the trials associated with a study.

Parameters:

  • parent (String) —

    Required. The name of the study that the trial belongs to.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 950

def list_project_location_study_trials(parent, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:get, 'v1/{+parent}/trials', options)
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1ListTrialsResponse::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1ListTrialsResponse
  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

#list_project_locations(parent, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListLocationsResponse

List all locations that provides at least one type of CMLE capability.

Parameters:

  • parent (String) —

    Required. The name of the project for which available locations are to be listed (since some locations might be whitelisted for specific projects).

  • page_size (Fixnum) (defaults to: nil) —

    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.

  • page_token (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 526

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

#list_project_model_versions(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListVersionsResponse

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: ``.

Parameters:

  • parent (String) —

    Required. The name of the model for which to list the version.

  • filter (String) (defaults to: nil) —

    Optional. Specifies the subset of versions to retrieve.

  • page_size (Fixnum) (defaults to: nil) —

    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.

  • page_token (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1509

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

#list_project_models(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1ListModelsResponse

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: ``.

Parameters:

  • parent (String) —

    Required. The name of the project whose models are to be listed.

  • filter (String) (defaults to: nil) —

    Optional. Specifies the subset of models to retrieve.

  • page_size (Fixnum) (defaults to: nil) —

    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.

  • page_token (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1239

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

#list_project_operations(name, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningListOperationsResponse

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

Parameters:

  • name (String) —

    The name of the operation's parent resource.

  • filter (String) (defaults to: nil) —

    The standard list filter.

  • page_size (Fixnum) (defaults to: nil) —

    The standard list page size.

  • page_token (String) (defaults to: nil) —

    The standard list page token.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1702

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

#patch_project_job(name, google_cloud_ml_v1__job_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Job

Updates a specific job resource. Currently the only supported fields to update are labels.

Parameters:

  • name (String) —

    Required. The job name.

  • google_cloud_ml_v1__job_object (Google::Apis::MlV1::GoogleCloudMlV1Job) (defaults to: nil)
  • update_mask (String) (defaults to: nil) —

    Required. Specifies the path, relative to Job, of the field to update. To adopt etag mechanism, include etag field in the mask, and include the etag value in your job resource. For example, to change the labels of a job, the update_mask parameter would be specified as labels, etag, and the PATCH request body would specify the new value, as follows: "labels": "owner": " Google", "color": "Blue" "etag": "33a64df551425fcc55e4d42a148795d9f25f89d4" If etag matches the one on the server, the labels of the job will be replaced with the given ones, and the server end etag will be recalculated. Currently the only supported update masks are labels and etag.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 377

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

#patch_project_model(name, google_cloud_ml_v1__model_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

Updates a specific model resource. Currently the only supported fields to update are description and default_version.name.

Parameters:

  • name (String) —

    Required. The project name.

  • google_cloud_ml_v1__model_object (Google::Apis::MlV1::GoogleCloudMlV1Model) (defaults to: nil)
  • update_mask (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1282

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

#patch_project_model_version(name, google_cloud_ml_v1__version_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

Updates the specified Version resource. Currently the only update-able fields are description, requestLoggingConfig, autoScaling.minNodes, and manualScaling.nodes.

Parameters:

  • name (String) —

    Required. The name of the model.

  • google_cloud_ml_v1__version_object (Google::Apis::MlV1::GoogleCloudMlV1Version) (defaults to: nil)
  • update_mask (String) (defaults to: nil) —

    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.

  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1555

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

#predict_project(name, google_cloud_ml_v1__predict_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleApiHttpBody

Performs online prediction on the data in the request. % dynamic include "/ai- platform/includes/___predict-request" %

Parameters:

  • name (String) —

    Required. The resource name of a model or a version. Authorization: requires the predict permission on the specified resource.

  • google_cloud_ml_v1__predict_request_object (Google::Apis::MlV1::GoogleCloudMlV1PredictRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 143

def predict_project(name, google_cloud_ml_v1__predict_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:predict', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1PredictRequest::Representation
  command.request_object = google_cloud_ml_v1__predict_request_object
  command.response_representation = Google::Apis::MlV1::GoogleApiHttpBody::Representation
  command.response_class = Google::Apis::MlV1::GoogleApiHttpBody
  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

#set_project_job_iam_policy(resource, google_iam_v1__set_iam_policy_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1Policy

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy is being specified. See Resource names for the appropriate value for this field.

  • google_iam_v1__set_iam_policy_request_object (Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 415

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

#set_project_model_iam_policy(resource, google_iam_v1__set_iam_policy_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1Policy

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy is being specified. See Resource names for the appropriate value for this field.

  • google_iam_v1__set_iam_policy_request_object (Google::Apis::MlV1::GoogleIamV1SetIamPolicyRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1320

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

#set_project_model_version_default(name, google_cloud_ml_v1__set_default_version_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Version

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.

Parameters:

  • name (String) —

    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.

  • google_cloud_ml_v1__set_default_version_request_object (Google::Apis::MlV1::GoogleCloudMlV1SetDefaultVersionRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1595

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

#stop_project_location_study_trial(name, google_cloud_ml_v1__stop_trial_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Trial

Stops a trial.

Parameters:

  • name (String) —

    Required. The trial name.

  • google_cloud_ml_v1__stop_trial_request_object (Google::Apis::MlV1::GoogleCloudMlV1StopTrialRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1016

def stop_project_location_study_trial(name, google_cloud_ml_v1__stop_trial_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+name}:stop', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1StopTrialRequest::Representation
  command.request_object = google_cloud_ml_v1__stop_trial_request_object
  command.response_representation = Google::Apis::MlV1::GoogleCloudMlV1Trial::Representation
  command.response_class = Google::Apis::MlV1::GoogleCloudMlV1Trial
  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

#suggest_project_location_study_trial(parent, google_cloud_ml_v1__suggest_trials_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation

Adds one or more trials to a study, with parameter values suggested by AI Platform Vizier. Returns a long-running operation associated with the generation of trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse.

Parameters:

  • parent (String) —

    Required. The name of the study that the trial belongs to.

  • google_cloud_ml_v1__suggest_trials_request_object (Google::Apis::MlV1::GoogleCloudMlV1SuggestTrialsRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1052

def suggest_project_location_study_trial(parent, google_cloud_ml_v1__suggest_trials_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
  command = make_simple_command(:post, 'v1/{+parent}/trials:suggest', options)
  command.request_representation = Google::Apis::MlV1::GoogleCloudMlV1SuggestTrialsRequest::Representation
  command.request_object = google_cloud_ml_v1__suggest_trials_request_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

#test_project_job_iam_permissions(resource, google_iam_v1__test_iam_permissions_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse

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.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy detail is being requested. See Resource names for the appropriate value for this field.

  • google_iam_v1__test_iam_permissions_request_object (Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 454

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

#test_project_model_iam_permissions(resource, google_iam_v1__test_iam_permissions_request_object = nil, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleIamV1TestIamPermissionsResponse

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.

Parameters:

  • resource (String) —

    REQUIRED: The resource for which the policy detail is being requested. See Resource names for the appropriate value for this field.

  • google_iam_v1__test_iam_permissions_request_object (Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest) (defaults to: nil)
  • fields (String) (defaults to: nil) —

    Selector specifying which fields to include in a partial response.

  • quota_user (String) (defaults to: nil) —

    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.

  • options (Google::Apis::RequestOptions) (defaults to: nil) —

    Request-specific options

Yields:

  • (result, err) —

    Result & error if block supplied

Yield Parameters:

Returns:

Raises:

  • (Google::Apis::ServerError) —

    An error occurred on the server and the request can be retried

  • (Google::Apis::ClientError) —

    The request is invalid and should not be retried without modification

  • (Google::Apis::AuthorizationError) —

    Authorization is required



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# File 'lib/google/apis/ml_v1/service.rb', line 1359

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