NAME
    gcloud ai endpoints predict - run Vertex AI online prediction

SYNOPSIS
    gcloud ai endpoints predict (ENDPOINT : --region=REGION)
        --json-request=JSON_REQUEST [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    gcloud ai endpoints predict sends a prediction request to Vertex AI
    endpoint for the given instances. This command will read up to 100
    instances, though the service itself will accept instances up to the
    payload limit size (currently, 1.5MB).

EXAMPLES
    To predict against an endpoint 123 under project example in region
    us-central1, run:

        $ gcloud ai endpoints predict 123 --project=example \
            --region=us-central1 --json-request=input.json

POSITIONAL ARGUMENTS
     Endpoint resource - The endpoint to do online prediction. The arguments in
     this group can be used to specify the attributes of this resource. (NOTE)
     Some attributes are not given arguments in this group but can be set in
     other ways. To set the project attribute:
      ◆ provide the argument endpoint on the command line with a fully
        specified name;
      ◆ provide the argument --project on the command line;
      ◆ set the property core/project.

     This must be specified.

       ENDPOINT
          ID of the endpoint or fully qualified identifier for the endpoint. To
          set the name attribute:
          ▸ provide the argument endpoint on the command line.

          This positional must be specified if any of the other arguments in
          this group are specified.

       --region=REGION
          Cloud region for the endpoint. To set the region attribute:
          ▸ provide the argument endpoint on the command line with a fully
            specified name;
          ▸ provide the argument --region on the command line;
          ▸ set the property ai/region;
          ▸ choose one from the prompted list of available regions.

REQUIRED FLAGS
     --json-request=JSON_REQUEST
        Path to a local file containing the body of a JSON request.

        An example of a JSON request:

            {
              "instances": [
                {"x": [1, 2], "y": [3, 4]},
                {"x": [-1, -2], "y": [-3, -4]}
              ]
            }

        This flag accepts "-" for stdin.

GCLOUD WIDE FLAGS
    These flags are available to all commands: --access-token-file, --account,
    --billing-project, --configuration, --flags-file, --flatten, --format,
    --help, --impersonate-service-account, --log-http, --project, --quiet,
    --trace-token, --user-output-enabled, --verbosity.

    Run $ gcloud help for details.

NOTES
    These variants are also available:

        $ gcloud alpha ai endpoints predict

        $ gcloud beta ai endpoints predict