gcloud: Thu Jun 27 09:38:12 UTC 2024

gcloud/ai/endpoints/direct-predict

@@ -0,0 +1,81 @@
+NAME
+    gcloud ai endpoints direct-predict - run Vertex AI online direct prediction
+
+SYNOPSIS
+    gcloud ai endpoints direct-predict (ENDPOINT : --region=REGION)
+        --json-request=JSON_REQUEST [GCLOUD_WIDE_FLAG ...]
+
+DESCRIPTION
+    gcloud ai endpoints direct-predict sends a direct prediction request to
+    Vertex AI endpoint for the given instances. The request limit is 10MB.
+
+EXAMPLES
+    To direct predict against an endpoint 123 under project example in region
+    us-central1, run:
+
+        $ gcloud ai endpoints direct-predict 123 --project=example \
+            --region=us-central1 --json-request=input.json
+
+POSITIONAL ARGUMENTS
+     Endpoint resource - The endpoint to do online 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 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.
+
+       --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.
+
+REQUIRED FLAGS
+     --json-request=JSON_REQUEST
+        Path to a local file containing the body of a JSON request.
+
+        An example of a JSON request:
+
+            {
+              "inputs": [
+                {"dtype": "STRING", shape: [1], "string_val": ["hello world"]},
+                {"dtype": "INT32", shape: [1], "int_val": [42]}
+              ]
+            }
+
+        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.
+
+    Run $ gcloud help for details.
+
+NOTES
+    These variants are also available:
+
+        $ gcloud alpha ai endpoints direct-predict
+
+        $ gcloud beta ai endpoints direct-predict
+