.TH "GCLOUD_AI_ENDPOINTS_STREAM\-DIRECT\-PREDICT" 1



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



.SH "SYNOPSIS"
.HP
\f5gcloud ai endpoints stream\-direct\-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 stream\-direct\-predict\fR sends a stream direct
prediction request to Vertex AI endpoint for the given inputs. The request limit
is 10MB.



.SH "EXAMPLES"

To stream direct 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 stream\-direct\-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 stream direct 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
{
  "inputs": [
    {"dtype": "STRING", shape: [1], "string_val": ["hello world"]},
    {"dtype": "INT32", shape: [1], "int_val": [42]}
  ]
}
.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 stream\-direct\-predict
.RE

.RS 2m
$ gcloud beta ai endpoints stream\-direct\-predict
.RE