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86 lines
3 KiB
Text
86 lines
3 KiB
Text
NAME
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gcloud alpha ai endpoints direct-predict - run Vertex AI online direct
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prediction
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SYNOPSIS
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gcloud alpha ai endpoints direct-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 direct-predict sends a direct prediction
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request to Vertex AI endpoint for the given instances. The request limit is
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10MB.
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EXAMPLES
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To direct 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 direct-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 direct prediction. The
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arguments in this group can be used to specify the attributes of this
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resource. (NOTE) Some attributes are not given arguments in this group but
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can be set in other ways.
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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.
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To 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.
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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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"inputs": [
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{"dtype": "STRING", shape: [1], "string_val": ["hello world"]},
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{"dtype": "INT32", shape: [1], "int_val": [42]}
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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 direct-predict
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$ gcloud beta ai endpoints direct-predict
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