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