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81 lines
3 KiB
Text
81 lines
3 KiB
Text
NAME
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gcloud alpha ai endpoints predict - run Vertex AI online prediction
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SYNOPSIS
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gcloud alpha ai endpoints predict (ENDPOINT : --region=REGION)
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--json-request=JSON_REQUEST [GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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(ALPHA) gcloud alpha ai endpoints predict sends a prediction request to
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Vertex AI endpoint for the given instances. This command will read up to
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100 instances, though the service itself will accept instances up to the
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payload limit size (currently, 1.5MB).
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EXAMPLES
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To predict against an endpoint 123 under project example in region
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us-central1, run:
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$ gcloud alpha ai endpoints predict 123 --project=example \
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--region=us-central1 --json-request=input.json
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POSITIONAL ARGUMENTS
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Endpoint resource - The endpoint to do online prediction. The arguments in
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this group can be used to specify the attributes of this resource. (NOTE)
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Some attributes are not given arguments in this group but can be set in
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other ways. To set the project attribute:
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◆ provide the argument endpoint on the command line with a fully
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specified name;
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◆ provide the argument --project on the command line;
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◆ set the property core/project.
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This must be specified.
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ENDPOINT
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ID of the endpoint or fully qualified identifier for the endpoint. To
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set the name attribute:
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▸ provide the argument endpoint on the command line.
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This positional argument must be specified if any of the other
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arguments in this group are specified.
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--region=REGION
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Cloud region for the endpoint. To set the region attribute:
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▸ provide the argument endpoint on the command line with a fully
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specified name;
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▸ provide the argument --region on the command line;
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▸ set the property ai/region;
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▸ choose one from the prompted list of available regions.
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REQUIRED FLAGS
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--json-request=JSON_REQUEST
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Path to a local file containing the body of a JSON request.
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An example of a JSON request:
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{
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"instances": [
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{"x": [1, 2], "y": [3, 4]},
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{"x": [-1, -2], "y": [-3, -4]}
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]
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}
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This flag accepts "-" for stdin.
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GCLOUD WIDE FLAGS
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These flags are available to all commands: --access-token-file, --account,
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--billing-project, --configuration, --flags-file, --flatten, --format,
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--help, --impersonate-service-account, --log-http, --project, --quiet,
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--trace-token, --user-output-enabled, --verbosity.
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Run $ gcloud help for details.
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NOTES
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This command is currently in alpha and might change without notice. If this
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command fails with API permission errors despite specifying the correct
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project, you might be trying to access an API with an invitation-only early
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access allowlist. These variants are also available:
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$ gcloud ai endpoints predict
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$ gcloud beta ai endpoints predict
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