GoogleApi.MachineLearning.V1.Api.Projects (google_api_machine_learning v0.27.0) View Source

API calls for all endpoints tagged Projects.

Link to this section Summary

Functions

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

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.

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

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

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

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

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.

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

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

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.

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.

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

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

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

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.

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.

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.

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).

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

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: {}.

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

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

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.

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.

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.

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.

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: {}.

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

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.

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.

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.

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.

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

Link to this section Functions

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ml_projects_explain(connection, projects_id, optional_params \\ [], opts \\ [])

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Specs

ml_projects_explain(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleApi_HttpBody.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The resource name of a model or a version. Authorization: requires the predict permission on the specified resource.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ExplainRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleApi_HttpBody{}} on success
  • {:error, info} on failure
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ml_projects_get_config(connection, projects_id, optional_params \\ [], opts \\ [])

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Specs

ml_projects_get_config(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_GetConfigResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The project name.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_GetConfigResponse{}} on success
  • {:error, info} on failure
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ml_projects_jobs_cancel(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

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Specs

ml_projects_jobs_cancel(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Cancels a running job.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the job to cancel.
  • jobs_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_CancelJobRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_create(connection, projects_id, optional_params \\ [], opts \\ [])

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Specs

ml_projects_jobs_create(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Creates a training or a batch prediction job.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The project name.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_get(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Describes a job.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the job to get the description of.
  • jobs_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_get_iam_policy(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_get_iam_policy(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy is being requested. See the operation documentation for the appropriate value for this field.
  • jobs_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :"options.requestedPolicyVersion" (type: integer()) - Optional. The policy format version to be returned. Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected. Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset. To learn which resources support conditions in their IAM policies, see the IAM documentation.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_list(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_list(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListJobsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the project for which to list jobs.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :filter (type: String.t) - 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.
    • :pageSize (type: integer()) - 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.
    • :pageToken (type: String.t) - 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.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListJobsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_patch(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_patch(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The job name.
  • jobs_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :updateMask (type: String.t) - 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.
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Job{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_set_iam_policy(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_set_iam_policy(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field.
  • jobs_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleIamV1_SetIamPolicyRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_jobs_test_iam_permissions(connection, projects_id, jobs_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_jobs_test_iam_permissions(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy detail is being requested. See the operation documentation for the appropriate value for this field.
  • jobs_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_get(connection, projects_id, locations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Location.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the location.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Location{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_list(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_list(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListLocationsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the project for which available locations are to be listed (since some locations might be whitelisted for specific projects).
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :pageSize (type: integer()) - 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.
    • :pageToken (type: String.t) - 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.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListLocationsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_operations_cancel(connection, projects_id, locations_id, operations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_operations_cancel(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. The name of the operation resource to be cancelled.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • operations_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_operations_get(connection, projects_id, locations_id, operations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_operations_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. The name of the operation resource.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • operations_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_create(connection, projects_id, locations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_create(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Study.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Creates a study.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The project and location that the study belongs to. Format: projects/{project}/locations/{location}
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :studyId (type: String.t) - Required. The ID to use for the study, which will become the final component of the study's resource name.
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Study.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Study{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_delete(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_delete(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Deletes a study.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The study name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_get(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Study.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Gets a study.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The study name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Study{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_list(connection, projects_id, locations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_list(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListStudiesResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The project and location that the study belongs to. Format: projects/{project}/locations/{location}
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListStudiesResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_add_measurement(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_add_measurement(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_AddTrialMeasurementRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_check_early_stopping_state(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_check_early_stopping_state(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_CheckTrialEarlyStoppingStateRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_complete(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_complete(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Marks a trial as complete.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.metat
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_CompleteTrialRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_create(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_create(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Adds a user provided trial to a study.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the study that the trial belongs to.
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • studies_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_delete(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_delete(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Deletes a trial.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_get(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Gets a trial.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_list(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_list(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListTrialsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Lists the trials associated with a study.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the study that the trial belongs to.
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • studies_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListTrialsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_list_optimal_trials(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_list_optimal_trials(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListOptimalTrialsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the study that the pareto-optimal trial belongs to.
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • studies_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListOptimalTrialsRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListOptimalTrialsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_stop(connection, projects_id, locations_id, studies_id, trials_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_stop(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

Stops a trial.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The trial name.
  • locations_id (type: String.t) - Part of name. See documentation of projectsId.
  • studies_id (type: String.t) - Part of name. See documentation of projectsId.
  • trials_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_StopTrialRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Trial{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_locations_studies_trials_suggest(connection, projects_id, locations_id, studies_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_locations_studies_trials_suggest(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the study that the trial belongs to.
  • locations_id (type: String.t) - Part of parent. See documentation of projectsId.
  • studies_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_SuggestTrialsRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_create(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_create(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The project name.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_delete(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_delete(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the model.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_get(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the model.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_get_iam_policy(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_get_iam_policy(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy is being requested. See the operation documentation for the appropriate value for this field.
  • models_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :"options.requestedPolicyVersion" (type: integer()) - Optional. The policy format version to be returned. Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected. Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset. To learn which resources support conditions in their IAM policies, see the IAM documentation.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_list(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_list(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListModelsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the project whose models are to be listed.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :filter (type: String.t) - Optional. Specifies the subset of models to retrieve.
    • :pageSize (type: integer()) - 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.
    • :pageToken (type: String.t) - 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.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListModelsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_patch(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_patch(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The project name.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :updateMask (type: String.t) - 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.
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Model.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_set_iam_policy(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_set_iam_policy(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field.
  • models_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleIamV1_SetIamPolicyRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_Policy{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_test_iam_permissions(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_test_iam_permissions(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of resource. REQUIRED: The resource for which the policy detail is being requested. See the operation documentation for the appropriate value for this field.
  • models_id (type: String.t) - Part of resource. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleIamV1_TestIamPermissionsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_create(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_create(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the model.
  • models_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_delete(connection, projects_id, models_id, versions_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_delete(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the version. You can get the names of all the versions of a model by calling projects.models.versions.list.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • versions_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_get(connection, projects_id, models_id, versions_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the version.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • versions_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_list(connection, projects_id, models_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_list(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListVersionsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of parent. Required. The name of the model for which to list the version.
  • models_id (type: String.t) - Part of parent. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :filter (type: String.t) - Optional. Specifies the subset of versions to retrieve.
    • :pageSize (type: integer()) - 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.
    • :pageToken (type: String.t) - 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.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_ListVersionsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_patch(connection, projects_id, models_id, versions_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_patch(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the model.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • versions_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :updateMask (type: String.t) - 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.
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_models_versions_set_default(connection, projects_id, models_id, versions_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_models_versions_set_default(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The name of the version to make the default for the model. You can get the names of all the versions of a model by calling projects.models.versions.list.
  • models_id (type: String.t) - Part of name. See documentation of projectsId.
  • versions_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_SetDefaultVersionRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_Version{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_operations_cancel(connection, projects_id, operations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_operations_cancel(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. The name of the operation resource to be cancelled.
  • operations_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleProtobuf_Empty{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_operations_get(connection, projects_id, operations_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_operations_get(
  Tesla.Env.client(),
  String.t(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. The name of the operation resource.
  • operations_id (type: String.t) - Part of name. See documentation of projectsId.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_Operation{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_operations_list(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_operations_list(
  Tesla.Env.client(),
  String.t(),
  keyword(),
  keyword()
) ::
  {:ok,
   GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_ListOperationsResponse.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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.

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. The name of the operation's parent resource.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :filter (type: String.t) - The standard list filter.
    • :pageSize (type: integer()) - The standard list page size.
    • :pageToken (type: String.t) - The standard list page token.
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleLongrunning_ListOperationsResponse{}} on success
  • {:error, info} on failure
Link to this function

ml_projects_predict(connection, projects_id, optional_params \\ [], opts \\ [])

View Source

Specs

ml_projects_predict(Tesla.Env.client(), String.t(), keyword(), keyword()) ::
  {:ok, GoogleApi.MachineLearning.V1.Model.GoogleApi_HttpBody.t()}
  | {:ok, Tesla.Env.t()}
  | {:ok, list()}
  | {:error, any()}

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

Parameters

  • connection (type: GoogleApi.MachineLearning.V1.Connection.t) - Connection to server
  • projects_id (type: String.t) - Part of name. Required. The resource name of a model or a version. Authorization: requires the predict permission on the specified resource.
  • optional_params (type: keyword()) - Optional parameters
    • :"$.xgafv" (type: String.t) - V1 error format.
    • :access_token (type: String.t) - OAuth access token.
    • :alt (type: String.t) - Data format for response.
    • :callback (type: String.t) - JSONP
    • :fields (type: String.t) - Selector specifying which fields to include in a partial response.
    • :key (type: String.t) - 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.
    • :oauth_token (type: String.t) - OAuth 2.0 token for the current user.
    • :prettyPrint (type: boolean()) - Returns response with indentations and line breaks.
    • :quotaUser (type: String.t) - 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.
    • :uploadType (type: String.t) - Legacy upload protocol for media (e.g. "media", "multipart").
    • :upload_protocol (type: String.t) - Upload protocol for media (e.g. "raw", "multipart").
    • :body (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_PredictRequest.t) -
  • opts (type: keyword()) - Call options

Returns

  • {:ok, %GoogleApi.MachineLearning.V1.Model.GoogleApi_HttpBody{}} on success
  • {:error, info} on failure