NAME
    gcloud beta ai endpoints stream-raw-predict - run Vertex AI online stream
        raw prediction

SYNOPSIS
    gcloud beta ai endpoints stream-raw-predict (ENDPOINT : --region=REGION)
        --request=REQUEST [--http-headers=[HEADER=VALUE,...]]
        [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    (BETA) gcloud beta ai endpoints stream-raw-predict sends a stream raw
    prediction request to a Vertex AI endpoint. The request can be given on the
    command line or read from a file or stdin.

EXAMPLES
    To predict against an endpoint 123 under project example in region
    us-central1, reading the request from the command line, run:

        $ gcloud beta ai endpoints stream-raw-predict 123 \
            --project=example --region=us-central1 --request='{
            "instances": [
              { "values": [1, 2, 3, 4], "key": 1 },
              { "values": [5, 6, 7, 8], "key": 2 }
            ]
          }'

    If the request body was in the file input.json, run:

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

    To send the image file image.jpeg and set the content type, run:

        $ gcloud beta ai endpoints stream-raw-predict 123 \
            --project=example --region=us-central1 \
            --http-headers=Content-Type=image/jpeg --request=@image.jpeg

POSITIONAL ARGUMENTS
     Endpoint resource - The endpoint to do online stream raw 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 argument 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
     --request=REQUEST
        The request to send to the endpoint.

        If the request starts with the letter '@', the rest should be a file
        name to read the request from, or '@-' to read from stdin. If the
        request body actually starts with '@', it must be placed in a file.

        If required, the Content-Type header should also be set appropriately,
        particularly for binary data.

OPTIONAL FLAGS
     --http-headers=[HEADER=VALUE,...]
        List of header and value pairs to send as part of the request. For
        example, to set the Content-Type and X-Header:

            --http-headers=Content-Type="application/json",X-Header=Value

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 endpoints stream-raw-predict

        $ gcloud alpha ai endpoints stream-raw-predict

