- NAME
-
- gcloud ai endpoints raw-predict - run Vertex AI online raw prediction
- SYNOPSIS
-
-
gcloud ai endpoints raw-predict
(ENDPOINT
:--region
=REGION
)--request
=REQUEST
[--http-headers
=[HEADER
=VALUE
,…]] [GCLOUD_WIDE_FLAG …
]
-
- DESCRIPTION
-
gcloud ai endpoints raw-predict
sends a raw prediction request to a Vertex AI endpoint. The request can be given on the command line or read from a file or stdin. - EXAMPLES
-
To predict against an endpoint
under project123
in regionexample
, reading the request from the command line, run:us-central1
gcloud ai endpoints raw-predict 123 --project=example --region=us-central1 --request='{
"instances": [ { "values": [1, 2, 3, 4], "key": 1 }, { "values": [5, 6, 7, 8], "key": 2 } ] }'If the request body was in the file
, run:input.json
gcloud ai endpoints raw-predict 123 --project=example --region=us-central1 --request=@input.json
To send the image file
and set theimage.jpeg
content type
, run:gcloud ai endpoints raw-predict 123 --project=example --region=us-central1 --http-headers=Content-Type=image/jpeg --request=@image.jpeg
- POSITIONAL ARGUMENTS
-
-
Endpoint resource - The endpoint to do online raw 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.
-
provide the argument
--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.
-
provide the argument
-
provide the argument
-
Endpoint resource - The endpoint to do online raw 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.
- REQUIRED FLAGS
-
--request
=REQUEST
-
The request to send to the endpoint.
If the request starts with the letter '
@
', the rest should be a file name to read the request from, or '@-
' to read fromstdin
. If the request body actually starts with '@
', it must be placed in a file.If required, the
Content-Type
header should also be set appropriately, particularly for binary data.
- OPTIONAL FLAGS
-
--http-headers
=[HEADER
=VALUE
,…]-
List of header and value pairs to send as part of the request. For example, to
set the
Content-Type
andX-Header
:--http-headers=Content-Type="application/json",X-Header=Value
- 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
.Run
$ gcloud help
for details. - NOTES
-
These variants are also available:
gcloud alpha ai endpoints raw-predict
gcloud beta ai endpoints raw-predict
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Last updated 2024-02-06 UTC.