.TH "GCLOUD_AI_ENDPOINTS_PREDICT" 1



.SH "NAME"
.HP
gcloud ai endpoints predict \- run Vertex AI online prediction



.SH "SYNOPSIS"
.HP
\f5gcloud ai endpoints predict\fR (\fIENDPOINT\fR\ :\ \fB\-\-region\fR=\fIREGION\fR) \fB\-\-json\-request\fR=\fIJSON_REQUEST\fR [\fIGCLOUD_WIDE_FLAG\ ...\fR]



.SH "DESCRIPTION"

\f5gcloud ai endpoints predict\fR sends a prediction request to Vertex AI
endpoint for the given instances. This command will read up to 100 instances,
though the service itself will accept instances up to the payload limit size
(currently, 1.5MB).



.SH "EXAMPLES"

To predict against an endpoint \f5\fI123\fR\fR under project \f5\fIexample\fR\fR
in region \f5\fIus\-central1\fR\fR, run:

.RS 2m
$ gcloud ai endpoints predict 123 \-\-project=example \e
    \-\-region=us\-central1 \-\-json\-request=input.json
.RE



.SH "POSITIONAL ARGUMENTS"

.RS 2m
.TP 2m

Endpoint resource \- The endpoint to do online 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 \f5project\fR attribute:
.RS 2m
.IP "\(em" 2m
provide the argument \f5endpoint\fR on the command line with a fully specified
name;
.IP "\(em" 2m
provide the argument \f5\-\-project\fR on the command line;
.IP "\(em" 2m
set the property \f5core/project\fR.
.RE
.sp

This must be specified.


.RS 2m
.TP 2m
\fIENDPOINT\fR

ID of the endpoint or fully qualified identifier for the endpoint.

To set the \f5name\fR attribute:
.RS 2m
.IP "\(bu" 2m
provide the argument \f5endpoint\fR on the command line.
.RE
.sp

This positional argument must be specified if any of the other arguments in this
group are specified.

.TP 2m
\fB\-\-region\fR=\fIREGION\fR

Cloud region for the endpoint.

To set the \f5region\fR attribute:
.RS 2m
.IP "\(bu" 2m
provide the argument \f5endpoint\fR on the command line with a fully specified
name;
.IP "\(bu" 2m
provide the argument \f5\-\-region\fR on the command line;
.IP "\(bu" 2m
set the property \f5ai/region\fR;
.IP "\(bu" 2m
choose one from the prompted list of available regions.
.RE
.sp


.RE
.RE
.sp

.SH "REQUIRED FLAGS"

.RS 2m
.TP 2m
\fB\-\-json\-request\fR=\fIJSON_REQUEST\fR

Path to a local file containing the body of a JSON request.

An example of a JSON request:

.RS 2m
{
  "instances": [
    {"x": [1, 2], "y": [3, 4]},
    {"x": [\-1, \-2], "y": [\-3, \-4]}
  ]
}
.RE

This flag accepts "\-" for stdin.


.RE
.sp

.SH "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 \fB$ gcloud help\fR for details.



.SH "NOTES"

These variants are also available:

.RS 2m
$ gcloud alpha ai endpoints predict
.RE

.RS 2m
$ gcloud beta ai endpoints predict
.RE