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| <h1><a href="ml_v1.html">AI Platform Training & Prediction API</a> . <a href="ml_v1.projects.html">projects</a></h1> |
| <h2>Instance Methods</h2> |
| <p class="toc_element"> |
| <code><a href="ml_v1.projects.jobs.html">jobs()</a></code> |
| </p> |
| <p class="firstline">Returns the jobs Resource.</p> |
| |
| <p class="toc_element"> |
| <code><a href="ml_v1.projects.locations.html">locations()</a></code> |
| </p> |
| <p class="firstline">Returns the locations Resource.</p> |
| |
| <p class="toc_element"> |
| <code><a href="ml_v1.projects.models.html">models()</a></code> |
| </p> |
| <p class="firstline">Returns the models Resource.</p> |
| |
| <p class="toc_element"> |
| <code><a href="ml_v1.projects.operations.html">operations()</a></code> |
| </p> |
| <p class="firstline">Returns the operations Resource.</p> |
| |
| <p class="toc_element"> |
| <code><a href="#explain">explain(name, body=None, x__xgafv=None)</a></code></p> |
| <p class="firstline">Performs explanation on the data in the request.</p> |
| <p class="toc_element"> |
| <code><a href="#getConfig">getConfig(name, x__xgafv=None)</a></code></p> |
| <p class="firstline">Get the service account information associated with your project. You need</p> |
| <p class="toc_element"> |
| <code><a href="#predict">predict(name, body=None, x__xgafv=None)</a></code></p> |
| <p class="firstline">Performs online prediction on the data in the request.</p> |
| <h3>Method Details</h3> |
| <div class="method"> |
| <code class="details" id="explain">explain(name, body=None, x__xgafv=None)</code> |
| <pre>Performs explanation on the data in the request. |
| |
| <div>{% dynamic include "/ai-platform/includes/___explain-request" %}</div> |
| |
| Args: |
| name: string, Required. The resource name of a model or a version. |
| |
| Authorization: requires the `predict` permission on the specified resource. (required) |
| body: object, The request body. |
| The object takes the form of: |
| |
| { # Request for explanations to be issued against a trained model. |
| "httpBody": { # Message that represents an arbitrary HTTP body. It should only be used for # Required. |
| # The explanation request body. |
| # payload formats that can't be represented as JSON, such as raw binary or |
| # an HTML page. |
| # |
| # |
| # This message can be used both in streaming and non-streaming API methods in |
| # the request as well as the response. |
| # |
| # It can be used as a top-level request field, which is convenient if one |
| # wants to extract parameters from either the URL or HTTP template into the |
| # request fields and also want access to the raw HTTP body. |
| # |
| # Example: |
| # |
| # message GetResourceRequest { |
| # // A unique request id. |
| # string request_id = 1; |
| # |
| # // The raw HTTP body is bound to this field. |
| # google.api.HttpBody http_body = 2; |
| # } |
| # |
| # service ResourceService { |
| # rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); |
| # rpc UpdateResource(google.api.HttpBody) returns |
| # (google.protobuf.Empty); |
| # } |
| # |
| # Example with streaming methods: |
| # |
| # service CaldavService { |
| # rpc GetCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # rpc UpdateCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # } |
| # |
| # Use of this type only changes how the request and response bodies are |
| # handled, all other features will continue to work unchanged. |
| "extensions": [ # Application specific response metadata. Must be set in the first response |
| # for streaming APIs. |
| { |
| "a_key": "", # Properties of the object. Contains field @type with type URL. |
| }, |
| ], |
| "contentType": "A String", # The HTTP Content-Type header value specifying the content type of the body. |
| "data": "A String", # The HTTP request/response body as raw binary. |
| }, |
| } |
| |
| x__xgafv: string, V1 error format. |
| Allowed values |
| 1 - v1 error format |
| 2 - v2 error format |
| |
| Returns: |
| An object of the form: |
| |
| { # Message that represents an arbitrary HTTP body. It should only be used for |
| # payload formats that can't be represented as JSON, such as raw binary or |
| # an HTML page. |
| # |
| # |
| # This message can be used both in streaming and non-streaming API methods in |
| # the request as well as the response. |
| # |
| # It can be used as a top-level request field, which is convenient if one |
| # wants to extract parameters from either the URL or HTTP template into the |
| # request fields and also want access to the raw HTTP body. |
| # |
| # Example: |
| # |
| # message GetResourceRequest { |
| # // A unique request id. |
| # string request_id = 1; |
| # |
| # // The raw HTTP body is bound to this field. |
| # google.api.HttpBody http_body = 2; |
| # } |
| # |
| # service ResourceService { |
| # rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); |
| # rpc UpdateResource(google.api.HttpBody) returns |
| # (google.protobuf.Empty); |
| # } |
| # |
| # Example with streaming methods: |
| # |
| # service CaldavService { |
| # rpc GetCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # rpc UpdateCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # } |
| # |
| # Use of this type only changes how the request and response bodies are |
| # handled, all other features will continue to work unchanged. |
| "extensions": [ # Application specific response metadata. Must be set in the first response |
| # for streaming APIs. |
| { |
| "a_key": "", # Properties of the object. Contains field @type with type URL. |
| }, |
| ], |
| "contentType": "A String", # The HTTP Content-Type header value specifying the content type of the body. |
| "data": "A String", # The HTTP request/response body as raw binary. |
| }</pre> |
| </div> |
| |
| <div class="method"> |
| <code class="details" id="getConfig">getConfig(name, x__xgafv=None)</code> |
| <pre>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. |
| |
| Args: |
| name: string, Required. The project name. (required) |
| x__xgafv: string, V1 error format. |
| Allowed values |
| 1 - v1 error format |
| 2 - v2 error format |
| |
| Returns: |
| An object of the form: |
| |
| { # Returns service account information associated with a project. |
| "serviceAccount": "A String", # The service account Cloud ML uses to access resources in the project. |
| "config": { |
| "tpuServiceAccount": "A String", # The service account Cloud ML uses to run on TPU node. |
| }, |
| "serviceAccountProject": "A String", # The project number for `service_account`. |
| }</pre> |
| </div> |
| |
| <div class="method"> |
| <code class="details" id="predict">predict(name, body=None, x__xgafv=None)</code> |
| <pre>Performs online prediction on the data in the request. |
| |
| <div>{% dynamic include "/ai-platform/includes/___predict-request" %}</div> |
| |
| Args: |
| name: string, Required. The resource name of a model or a version. |
| |
| Authorization: requires the `predict` permission on the specified resource. (required) |
| body: object, The request body. |
| The object takes the form of: |
| |
| { # Request for predictions to be issued against a trained model. |
| "httpBody": { # Message that represents an arbitrary HTTP body. It should only be used for # |
| # Required. The prediction request body. Refer to the [request body details |
| # section](#request-body-details) for more information on how to structure |
| # your request. |
| # payload formats that can't be represented as JSON, such as raw binary or |
| # an HTML page. |
| # |
| # |
| # This message can be used both in streaming and non-streaming API methods in |
| # the request as well as the response. |
| # |
| # It can be used as a top-level request field, which is convenient if one |
| # wants to extract parameters from either the URL or HTTP template into the |
| # request fields and also want access to the raw HTTP body. |
| # |
| # Example: |
| # |
| # message GetResourceRequest { |
| # // A unique request id. |
| # string request_id = 1; |
| # |
| # // The raw HTTP body is bound to this field. |
| # google.api.HttpBody http_body = 2; |
| # } |
| # |
| # service ResourceService { |
| # rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); |
| # rpc UpdateResource(google.api.HttpBody) returns |
| # (google.protobuf.Empty); |
| # } |
| # |
| # Example with streaming methods: |
| # |
| # service CaldavService { |
| # rpc GetCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # rpc UpdateCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # } |
| # |
| # Use of this type only changes how the request and response bodies are |
| # handled, all other features will continue to work unchanged. |
| "extensions": [ # Application specific response metadata. Must be set in the first response |
| # for streaming APIs. |
| { |
| "a_key": "", # Properties of the object. Contains field @type with type URL. |
| }, |
| ], |
| "contentType": "A String", # The HTTP Content-Type header value specifying the content type of the body. |
| "data": "A String", # The HTTP request/response body as raw binary. |
| }, |
| } |
| |
| x__xgafv: string, V1 error format. |
| Allowed values |
| 1 - v1 error format |
| 2 - v2 error format |
| |
| Returns: |
| An object of the form: |
| |
| { # Message that represents an arbitrary HTTP body. It should only be used for |
| # payload formats that can't be represented as JSON, such as raw binary or |
| # an HTML page. |
| # |
| # |
| # This message can be used both in streaming and non-streaming API methods in |
| # the request as well as the response. |
| # |
| # It can be used as a top-level request field, which is convenient if one |
| # wants to extract parameters from either the URL or HTTP template into the |
| # request fields and also want access to the raw HTTP body. |
| # |
| # Example: |
| # |
| # message GetResourceRequest { |
| # // A unique request id. |
| # string request_id = 1; |
| # |
| # // The raw HTTP body is bound to this field. |
| # google.api.HttpBody http_body = 2; |
| # } |
| # |
| # service ResourceService { |
| # rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); |
| # rpc UpdateResource(google.api.HttpBody) returns |
| # (google.protobuf.Empty); |
| # } |
| # |
| # Example with streaming methods: |
| # |
| # service CaldavService { |
| # rpc GetCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # rpc UpdateCalendar(stream google.api.HttpBody) |
| # returns (stream google.api.HttpBody); |
| # } |
| # |
| # Use of this type only changes how the request and response bodies are |
| # handled, all other features will continue to work unchanged. |
| "extensions": [ # Application specific response metadata. Must be set in the first response |
| # for streaming APIs. |
| { |
| "a_key": "", # Properties of the object. Contains field @type with type URL. |
| }, |
| ], |
| "contentType": "A String", # The HTTP Content-Type header value specifying the content type of the body. |
| "data": "A String", # The HTTP request/response body as raw binary. |
| }</pre> |
| </div> |
| |
| </body></html> |
