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103 lines
3.7 KiB
Text
103 lines
3.7 KiB
Text
NAME
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gcloud ai endpoints stream-raw-predict - run Vertex AI online stream raw
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prediction
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SYNOPSIS
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gcloud ai endpoints stream-raw-predict (ENDPOINT : --region=REGION)
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--request=REQUEST [--http-headers=[HEADER=VALUE,...]]
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[GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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gcloud ai endpoints stream-raw-predict sends a stream raw prediction
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request to a Vertex AI endpoint. The request can be given on the command
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line or read from a file or stdin.
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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, reading the request from the command line, run:
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$ gcloud ai endpoints stream-raw-predict 123 --project=example \
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--region=us-central1 --request='{
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"instances": [
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{ "values": [1, 2, 3, 4], "key": 1 },
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{ "values": [5, 6, 7, 8], "key": 2 }
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]
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}'
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If the request body was in the file input.json, run:
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$ gcloud ai endpoints stream-raw-predict 123 --project=example \
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--region=us-central1 --request=@input.json
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To send the image file image.jpeg and set the content type, run:
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$ gcloud ai endpoints stream-raw-predict 123 --project=example \
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--region=us-central1 --http-headers=Content-Type=image/jpeg \
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--request=@image.jpeg
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POSITIONAL ARGUMENTS
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Endpoint resource - The endpoint to do online stream raw 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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--request=REQUEST
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The request to send to the endpoint.
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If the request starts with the letter '@', the rest should be a file
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name to read the request from, or '@-' to read from stdin. If the
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request body actually starts with '@', it must be placed in a file.
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If required, the Content-Type header should also be set appropriately,
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particularly for binary data.
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OPTIONAL FLAGS
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--http-headers=[HEADER=VALUE,...]
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List of header and value pairs to send as part of the request. For
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example, to set the Content-Type and X-Header:
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--http-headers=Content-Type="application/json",X-Header=Value
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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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These variants are also available:
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$ gcloud alpha ai endpoints stream-raw-predict
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$ gcloud beta ai endpoints stream-raw-predict
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