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https://github.com/imjasonh/gcloud-help
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gcloud: Thu Jun 27 09:38:12 UTC 2024
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86
gcloud/alpha/ai/endpoints/direct-predict
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86
gcloud/alpha/ai/endpoints/direct-predict
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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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84
gcloud/alpha/ai/endpoints/direct-raw-predict
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84
gcloud/alpha/ai/endpoints/direct-raw-predict
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@ -0,0 +1,84 @@
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NAME
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gcloud alpha ai endpoints direct-raw-predict - run Vertex AI online direct
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raw prediction
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SYNOPSIS
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gcloud alpha ai endpoints direct-raw-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-raw-predict sends a direct raw
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prediction request to Vertex AI endpoint for the given input. The request
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limit is 10MB.
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EXAMPLES
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To direct raw predict against an endpoint 123 under project example in
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region us-central1, run:
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$ gcloud alpha ai endpoints direct-raw-predict 123 \
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--project=example --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 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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--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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"method_name": "my.method.Predict",
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"input": "my request bytes"
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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-raw-predict
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$ gcloud beta ai endpoints direct-raw-predict
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@ -34,6 +34,12 @@ COMMANDS
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describe
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(ALPHA) Describe an existing Vertex AI endpoint.
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direct-predict
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(ALPHA) Run Vertex AI online direct prediction.
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direct-raw-predict
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(ALPHA) Run Vertex AI online direct raw prediction.
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explain
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(ALPHA) Request an online explanation from an Vertex AI endpoint.
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@ -46,6 +52,12 @@ COMMANDS
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raw-predict
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(ALPHA) Run Vertex AI online raw prediction.
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stream-direct-predict
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(ALPHA) Run Vertex AI online stream direct prediction.
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stream-direct-raw-predict
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(ALPHA) Run Vertex AI online stream direct raw prediction.
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stream-raw-predict
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(ALPHA) Run Vertex AI online stream raw prediction.
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87
gcloud/alpha/ai/endpoints/stream-direct-predict
Normal file
87
gcloud/alpha/ai/endpoints/stream-direct-predict
Normal file
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@ -0,0 +1,87 @@
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NAME
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gcloud alpha ai endpoints stream-direct-predict - run Vertex AI online
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stream direct prediction
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SYNOPSIS
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gcloud alpha ai endpoints stream-direct-predict
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(ENDPOINT : --region=REGION) --json-request=JSON_REQUEST
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[GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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(ALPHA) gcloud alpha ai endpoints stream-direct-predict sends a stream
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direct prediction request to Vertex AI endpoint for the given inputs. The
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request limit is 10MB.
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EXAMPLES
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To stream direct predict against an endpoint 123 under project example in
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region us-central1, run:
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$ gcloud alpha ai endpoints stream-direct-predict 123 \
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--project=example --region=us-central1 --json-request=input.json
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POSITIONAL ARGUMENTS
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Endpoint resource - The endpoint to do online stream direct prediction.
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The 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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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
|
||||
command fails with API permission errors despite specifying the correct
|
||||
project, you might be trying to access an API with an invitation-only early
|
||||
access allowlist. These variants are also available:
|
||||
|
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$ gcloud ai endpoints stream-direct-predict
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$ gcloud beta ai endpoints stream-direct-predict
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85
gcloud/alpha/ai/endpoints/stream-direct-raw-predict
Normal file
85
gcloud/alpha/ai/endpoints/stream-direct-raw-predict
Normal file
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@ -0,0 +1,85 @@
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NAME
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gcloud alpha ai endpoints stream-direct-raw-predict - run Vertex AI online
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stream direct raw prediction
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SYNOPSIS
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gcloud alpha ai endpoints stream-direct-raw-predict
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(ENDPOINT : --region=REGION) --json-request=JSON_REQUEST
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[GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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(ALPHA) gcloud alpha ai endpoints stream-direct-raw-predict sends a stream
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direct raw prediction request to Vertex AI endpoint for the given input.
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The request limit is 10MB.
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EXAMPLES
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To stream direct raw predict against an endpoint 123 under project example
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in region us-central1, run:
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$ gcloud alpha ai endpoints stream-direct-raw-predict 123 \
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--project=example --region=us-central1 --json-request=input.json
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POSITIONAL ARGUMENTS
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Endpoint resource - The endpoint to do online stream direct raw
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prediction. The arguments in this group can be used to specify the
|
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attributes of this resource. (NOTE) Some attributes are not given
|
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arguments in this group but 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;
|
||||
◆ provide the argument --project on the command line;
|
||||
◆ set the property core/project.
|
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|
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This must be specified.
|
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|
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ENDPOINT
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ID of the endpoint or fully qualified identifier for the endpoint.
|
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|
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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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|
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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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|
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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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|
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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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"method_name": "my.method.Predict",
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"input": "my request bytes"
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}
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|
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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.
|
||||
|
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Run $ gcloud help for details.
|
||||
|
||||
NOTES
|
||||
This command is currently in alpha and might change without notice. If this
|
||||
command fails with API permission errors despite specifying the correct
|
||||
project, you might be trying to access an API with an invitation-only early
|
||||
access allowlist. These variants are also available:
|
||||
|
||||
$ gcloud ai endpoints stream-direct-raw-predict
|
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$ gcloud beta ai endpoints stream-direct-raw-predict
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