gcloud ai endpoints predict

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 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

--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