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gcloud-help/gcloud/ai/endpoints/direct-raw-predict
2024-06-27 09:38:12 +00:00

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NAME
gcloud ai endpoints direct-raw-predict - run Vertex AI online direct raw
prediction
SYNOPSIS
gcloud ai endpoints direct-raw-predict (ENDPOINT : --region=REGION)
--json-request=JSON_REQUEST [GCLOUD_WIDE_FLAG ...]
DESCRIPTION
gcloud ai endpoints direct-raw-predict sends a direct raw prediction
request to Vertex AI endpoint for the given input. The request limit is
10MB.
EXAMPLES
To direct predict against an endpoint 123 under project example in region
us-central1, run:
$ gcloud ai endpoints direct-raw-predict 123 --project=example \
--region=us-central1 --json-request=input.json
POSITIONAL ARGUMENTS
Endpoint resource - The endpoint to do online direct 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
--json-request=JSON_REQUEST
Path to a local file containing the body of a JSON request.
An example of a JSON request:
{
"method_name": "my.method.Predict",
"input": "my request bytes"
}
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 direct-raw-predict
$ gcloud beta ai endpoints direct-raw-predict