gcloud ai endpoints stream-direct-predict

gcloud ai endpoints stream-direct-predict - run Vertex AI online stream direct prediction

gcloud ai endpoints stream-direct-predict (ENDPOINT : --region=REGION) --json-request=JSON_REQUEST [GCLOUD_WIDE_FLAG …]

gcloud ai endpoints stream-direct-predict 123 --project=example --region=us-central1 --json-request=input.json

Endpoint resource - The endpoint to do online stream direct 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.

--json-request=JSON_REQUEST

Path to a local file containing the body of a JSON request.

An example of a JSON request:

{
  "inputs": [
    {"dtype": "STRING", shape: [1], "string_val": ["hello world"]},
    {"dtype": "INT32", shape: [1], "int_val": [42]}
  ]
}

This flag accepts "-" for stdin.

Run $ gcloud help for details.

gcloud alpha ai endpoints stream-direct-predict

gcloud beta ai endpoints stream-direct-predict