gcloud alpha ai endpoints raw-predict

INFORMATION
gcloud alpha ai endpoints raw-predict is supported in universe domain universe; however, some of the values used in the help text may not be available. Command examples may not work as-is and may requires changes before execution.
NAME
gcloud alpha ai endpoints raw-predict - run Vertex AI online raw prediction
SYNOPSIS
gcloud alpha ai endpoints raw-predict (ENDPOINT : --region=REGION) --request=REQUEST [--http-headers=[HEADER=VALUE,…]] [GCLOUD_WIDE_FLAG …]
DESCRIPTION
(ALPHA) gcloud alpha ai endpoints raw-predict sends a 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 alpha ai endpoints 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 alpha ai endpoints 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 alpha ai endpoints 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 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 alpha and might change without notice. If this command fails with API permission errors despite specifying the correct project, you might be trying to access an API with an invitation-only early access allowlist. These variants are also available: 
gcloud ai endpoints raw-predict
 
gcloud beta ai endpoints raw-predict