NAME
    gcloud beta ai-platform predict - run AI Platform online prediction

SYNOPSIS
    gcloud beta ai-platform predict --model=MODEL
        (--json-instances=JSON_INSTANCES | --json-request=JSON_REQUEST
          | --text-instances=TEXT_INSTANCES) [--region=REGION]
        [--signature-name=SIGNATURE_NAME] [--version=VERSION]
        [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    (BETA) gcloud beta ai-platform predict sends a prediction request to AI
    Platform 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). If you are predicting on more
    instances, you should use batch prediction via

        $ gcloud beta ai-platform jobs submit prediction.

REQUIRED FLAGS
     --model=MODEL
        Name of the model.

     Exactly one of these must be specified:

       --json-instances=JSON_INSTANCES
          Path to a local file from which instances are read. Instances are in
          JSON format; newline delimited.

          An example of the JSON instances file:

              {"images": [0.0, ..., 0.1], "key": 3}
              {"images": [0.0, ..., 0.1], "key": 2}
              ...

          This flag accepts "-" for stdin.

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

       --text-instances=TEXT_INSTANCES
          Path to a local file from which instances are read. Instances are in
          UTF-8 encoded text format; newline delimited.

          An example of the text instances file:

              107,4.9,2.5,4.5,1.7
              100,5.7,2.8,4.1,1.3
              ...

          This flag accepts "-" for stdin.

OPTIONAL FLAGS
     --region=REGION
        Google Cloud region of the regional endpoint to use for this command.
        For the global endpoint, the region needs to be specified as global.

        Learn more about regional endpoints and see a list of available
        regions:
        https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints

        REGION must be one of: global, asia-east1, asia-northeast1,
        asia-southeast1, australia-southeast1, europe-west1, europe-west2,
        europe-west3, europe-west4, northamerica-northeast1, us-central1,
        us-east1, us-east4, us-west1.

     --signature-name=SIGNATURE_NAME
        Name of the signature defined in the SavedModel to use for this job.
        Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY in
        https://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/signature_constants,
        which is "serving_default". Only applies to TensorFlow models.

     --version=VERSION
        Model version to be used.

        If unspecified, the default version of the model will be used. To list
        model versions run

            $ gcloud beta ai-platform versions list

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
    This command is currently in beta and might change without notice. These
    variants are also available:

        $ gcloud ai-platform predict

        $ gcloud alpha ai-platform predict

