Class: Google::Apis::MlV1::CloudMachineLearningEngineService
- Inherits:
-
Core::BaseService
- Object
- Core::BaseService
- Google::Apis::MlV1::CloudMachineLearningEngineService
- Defined in:
- generated/google/apis/ml_v1/service.rb
Overview
AI Platform Training & Prediction API
An API to enable creating and using machine learning models.
Instance Attribute Summary collapse
-
#key ⇒ String
API key.
-
#quota_user ⇒ String
Available to use for quota purposes for server-side applications.
Attributes inherited from Core::BaseService
#authorization, #base_path, #batch_path, #client, #client_options, #request_options, #root_url, #upload_path
Instance Method Summary collapse
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#delete_project_model(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation
Deletes a model.
-
#delete_project_model_version(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleLongrunningOperation
Deletes a model version.
-
#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.
-
#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.
-
#get_project_job(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Job
Describes a job.
-
#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.
-
#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.
-
#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).
-
#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.
-
#get_project_model_version(name, fields: nil, quota_user: nil, options: nil) {|result, err| ... } ⇒ Google::Apis::MlV1::GoogleCloudMlV1Version
Gets information about a model version.
-
#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.
-
#initialize ⇒ CloudMachineLearningEngineService
constructor
A new instance of CloudMachineLearningEngineService.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
-
#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.
Methods inherited from Core::BaseService
#batch, #batch_upload, #fetch_all, #http
Methods included from Core::Logging
Constructor Details
#initialize ⇒ CloudMachineLearningEngineService
Returns a new instance of CloudMachineLearningEngineService.
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# File 'generated/google/apis/ml_v1/service.rb', line 45 def initialize super('https://ml.googleapis.com/', '') @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.
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# File 'generated/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.
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# File 'generated/google/apis/ml_v1/service.rb', line 43 def quota_user @quota_user end |
Instance Method Details
#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.
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# File 'generated/google/apis/ml_v1/service.rb', line 175 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', ) 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_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
.
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# File 'generated/google/apis/ml_v1/service.rb', line 1140 def cancel_project_operation(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:post, 'v1/{+name}:cancel', ) 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 |
#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.
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# File 'generated/google/apis/ml_v1/service.rb', line 208 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', ) 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_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.
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# File 'generated/google/apis/ml_v1/service.rb', line 570 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', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 888 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', ) 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_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.
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# File 'generated/google/apis/ml_v1/service.rb', line 605 def delete_project_model(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:delete, 'v1/{+name}', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 926 def delete_project_model_version(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:delete, 'v1/{+name}', ) 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.
AI Platform implements a custom explain
verb on top of an HTTP POST
method.
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# File 'generated/google/apis/ml_v1/service.rb', line 74 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', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 109 def get_project_config(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}:getConfig', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 240 def get_project_job(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 280 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', ) 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'] = unless .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.
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# File 'generated/google/apis/ml_v1/service.rb', line 494 def get_project_location(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}', ) 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_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).
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# File 'generated/google/apis/ml_v1/service.rb', line 637 def get_project_model(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 677 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', ) 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'] = unless .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.
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# File 'generated/google/apis/ml_v1/service.rb', line 960 def get_project_model_version(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 1172 def get_project_operation(name, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:get, 'v1/{+name}', ) 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: ``.
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# File 'generated/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', ) 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_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.
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# File 'generated/google/apis/ml_v1/service.rb', line 534 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', ) 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: ``.
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# File 'generated/google/apis/ml_v1/service.rb', line 1006 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', ) 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: ``.
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# File 'generated/google/apis/ml_v1/service.rb', line 723 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', ) 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
.
NOTE: the name
binding allows API services to override the binding
to use different resource name schemes, such as users/*/operations
. To
override the binding, API services can add a binding such as
"/v1/
name=users/*/operations"
to their service configuration.
For backwards compatibility, the default name includes the operations
collection id, however overriding users must ensure the name binding
is the parent resource, without the operations collection id.
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# File 'generated/google/apis/ml_v1/service.rb', line 1216 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', ) 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
.
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# File 'generated/google/apis/ml_v1/service.rb', line 385 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}', ) 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
.
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# File 'generated/google/apis/ml_v1/service.rb', line 773 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}', ) 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
.
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# File 'generated/google/apis/ml_v1/service.rb', line 1058 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}', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 142 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', ) 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 Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED
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# File 'generated/google/apis/ml_v1/service.rb', line 422 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', ) 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 Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED
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# File 'generated/google/apis/ml_v1/service.rb', line 810 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', ) 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.
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# File 'generated/google/apis/ml_v1/service.rb', line 1099 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', ) 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 |
#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.
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# File 'generated/google/apis/ml_v1/service.rb', line 461 def (resource, = nil, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:post, 'v1/{+resource}:testIamPermissions', ) command.request_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest::Representation command.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.
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# File 'generated/google/apis/ml_v1/service.rb', line 849 def (resource, = nil, fields: nil, quota_user: nil, options: nil, &block) command = make_simple_command(:post, 'v1/{+resource}:testIamPermissions', ) command.request_representation = Google::Apis::MlV1::GoogleIamV1TestIamPermissionsRequest::Representation command.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 |