gcloud: Wed Oct 11 10:37:28 UTC 2023

gcloud/ai/index-endpoints/deploy-index

@@ -5,7 +5,8 @@ NAME
 SYNOPSIS
     gcloud ai index-endpoints deploy-index (INDEX_ENDPOINT : --region=REGION)
         --deployed-index-id=DEPLOYED_INDEX_ID --display-name=DISPLAY_NAME
-        --index=INDEX [--max-replica-count=MAX_REPLICA_COUNT]
+        --index=INDEX [--machine-type=MACHINE_TYPE]
+        [--max-replica-count=MAX_REPLICA_COUNT]
         [--min-replica-count=MIN_REPLICA_COUNT]
         [--reserved-ip-ranges=[RESERVED_IP_RANGES,...]] [GCLOUD_WIDE_FLAG ...]
 
@@ -69,6 +70,11 @@ REQUIRED FLAGS
         ID of the index.
 
 OPTIONAL FLAGS
+     --machine-type=MACHINE_TYPE
+        The machine resources to be used for each node of this deployment. For
+        available machine types, see
+        https://cloud.google.com/ai-platform-unified/docs/predictions/machine-types.
+
      --max-replica-count=MAX_REPLICA_COUNT
         Maximum number of machine replicas the deployed index will be always
         deployed on.

gcloud/ai/indexes/help

@@ -27,9 +27,15 @@ COMMANDS
      list
         Lists the indexes of the given project and region.
 
+     remove-datapoints
+        Remove data points from the specified index.
+
      update
         Update an Vertex AI index.
 
+     upsert-datapoints
+        Upsert data points into the specified index.
+
 NOTES
     These variants are also available:
 

gcloud/ai/indexes/remove-datapoints

@@ -0,0 +1,80 @@
+NAME
+    gcloud ai indexes remove-datapoints - remove data points from the specified
+        index
+
+SYNOPSIS
+    gcloud ai indexes remove-datapoints (INDEX : --region=REGION)
+        (--datapoint-ids=[DATAPOINT_IDS,...]
+          | --datapoints-from-file=DATAPOINTS_FROM_FILE) [GCLOUD_WIDE_FLAG ...]
+
+EXAMPLES
+    To remove datapoints from an index '123', run:
+
+        $ gcloud ai indexes remove-datapoints 123 \
+            --datapoint-ids=example1,example2 --project=example \
+            --region=us-central1
+
+    Or put datapoint ids in a json file and run:
+
+        $ gcloud ai indexes remove-datapoints 123 \
+            --datapoints-from-file=example.json --project=example \
+            --region=us-central1
+
+POSITIONAL ARGUMENTS
+     Index resource - Index to remove data points from. 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 index 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.
+
+       INDEX
+          ID of the index or fully qualified identifier for the index.
+
+          To set the name attribute:
+          ▸ provide the argument index 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 index.
+
+          To set the region attribute:
+          ▸ provide the argument index 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
+     Exactly one of these must be specified:
+
+       --datapoint-ids=[DATAPOINT_IDS,...]
+          List of index datapoint ids to be removed from the index.
+
+       --datapoints-from-file=DATAPOINTS_FROM_FILE
+          Path to a local JSON file that contains the data points that need to
+          be added to the index.
+
+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 indexes remove-datapoints
+
+        $ gcloud beta ai indexes remove-datapoints
+

gcloud/ai/indexes/upsert-datapoints

@@ -0,0 +1,68 @@
+NAME
+    gcloud ai indexes upsert-datapoints - upsert data points into the specified
+        index
+
+SYNOPSIS
+    gcloud ai indexes upsert-datapoints (INDEX : --region=REGION)
+        --datapoints-from-file=DATAPOINTS_FROM_FILE [GCLOUD_WIDE_FLAG ...]
+
+EXAMPLES
+    To upsert datapoints into an index '123', run:
+
+        $ gcloud ai indexes upsert-datapoints 123 \
+            --datapoints-from-file=example.json --project=example \
+            --region=us-central1
+
+POSITIONAL ARGUMENTS
+     Index resource - Index to upsert data points from. 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 index 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.
+
+       INDEX
+          ID of the index or fully qualified identifier for the index.
+
+          To set the name attribute:
+          ▸ provide the argument index 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 index.
+
+          To set the region attribute:
+          ▸ provide the argument index 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
+     --datapoints-from-file=DATAPOINTS_FROM_FILE
+        Path to a local JSON file that contains the data points that need to be
+        added to the index.
+
+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 indexes upsert-datapoints
+
+        $ gcloud beta ai indexes upsert-datapoints
+