Predict

Performs prediction on the data in the request

6 variables
4 variables

Performs prediction on the data in the request. AI Platform implements a custom predict verb on top of an HTTP POST method.

For details of the request and response format, see the guide to the predict request format

Authorization

To use this building block you will have to grant access to at least one of the following scopes:

  • View and manage your data across Google Cloud Platform services

Input

This building block consumes 6 input parameters

  = Parameter name
  = Format

name STRING Required

Required. The resource name of a model or a version.

Authorization: requires the predict permission on the specified resource

httpBody OBJECT

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

httpBody.data BINARY

The HTTP request/response body as raw binary

httpBody.contentType STRING

The HTTP Content-Type header value specifying the content type of the body

httpBody.extensions[] OBJECT

httpBody.extensions[].customKey.value ANY Required

Output

This building block provides 4 output parameters

  = Parameter name
  = Format

data BINARY

The HTTP request/response body as raw binary

contentType STRING

The HTTP Content-Type header value specifying the content type of the body

extensions[] OBJECT

extensions[].customKey.value ANY