File: //snap/google-cloud-cli/current/lib/surface/ai/endpoints/create.py
# -*- coding: utf-8 -*- #
# Copyright 2020 Google LLC. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Vertex AI endpoints create command."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
from apitools.base.py import encoding
from googlecloudsdk.api_lib.ai import operations
from googlecloudsdk.api_lib.ai.endpoints import client
from googlecloudsdk.calliope import base
from googlecloudsdk.command_lib.ai import constants
from googlecloudsdk.command_lib.ai import endpoint_util
from googlecloudsdk.command_lib.ai import endpoints_util
from googlecloudsdk.command_lib.ai import flags
from googlecloudsdk.command_lib.ai import operations_util
from googlecloudsdk.command_lib.ai import region_util
from googlecloudsdk.command_lib.ai import validation
from googlecloudsdk.command_lib.util.args import labels_util
from googlecloudsdk.core import log
def _AddArgsGa(parser):
flags.GetDisplayNameArg('endpoint').AddToParser(parser)
flags.AddRegionResourceArg(
parser, 'to create endpoint', prompt_func=region_util.PromptForOpRegion)
flags.GetDescriptionArg('endpoint').AddToParser(parser)
flags.GetUserSpecifiedIdArg('endpoint').AddToParser(parser)
labels_util.AddCreateLabelsFlags(parser)
flags.GetEndpointNetworkArg().AddToParser(parser)
flags.GetEncryptionKmsKeyNameArg().AddToParser(parser)
flags.GetHiddenGdceZoneArg().AddToParser(parser)
flags.AddRequestResponseLoggingConfigGroupArgs(parser)
def _AddArgs(parser):
flags.GetDisplayNameArg('endpoint').AddToParser(parser)
flags.AddRegionResourceArg(
parser, 'to create endpoint', prompt_func=region_util.PromptForOpRegion)
flags.GetDescriptionArg('endpoint').AddToParser(parser)
flags.GetUserSpecifiedIdArg('endpoint').AddToParser(parser)
labels_util.AddCreateLabelsFlags(parser)
flags.GetEndpointNetworkArg().AddToParser(parser)
flags.GetEncryptionKmsKeyNameArg().AddToParser(parser)
flags.GetHiddenGdceZoneArg().AddToParser(parser)
flags.GetGdcZoneArg().AddToParser(parser)
flags.AddRequestResponseLoggingConfigGroupArgs(parser)
def _Run(args, version):
"""Create a new Vertex AI endpoint."""
validation.ValidateDisplayName(args.display_name)
region_ref = args.CONCEPTS.region.Parse()
args.region = region_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(version, region=args.region):
endpoints_client = client.EndpointsClient(version=version)
operation_client = operations.OperationsClient()
if version == constants.GA_VERSION:
op = endpoints_client.Create(
region_ref, args.display_name,
labels_util.ParseCreateArgs(
args, endpoints_client.messages.GoogleCloudAiplatformV1Endpoint
.LabelsValue),
description=args.description,
network=args.network,
endpoint_id=args.endpoint_id,
encryption_kms_key_name=args.encryption_kms_key_name,
request_response_logging_table=args.request_response_logging_table,
request_response_logging_rate=args.request_response_logging_rate)
else:
op = endpoints_client.CreateBeta(
region_ref,
args.display_name,
labels_util.ParseCreateArgs(
args,
endpoints_client.messages.GoogleCloudAiplatformV1beta1Endpoint.LabelsValue,
),
description=args.description,
network=args.network,
endpoint_id=args.endpoint_id,
encryption_kms_key_name=args.encryption_kms_key_name,
gdce_zone=args.gdce_zone,
gdc_zone=args.gdc_zone,
request_response_logging_table=args.request_response_logging_table,
request_response_logging_rate=args.request_response_logging_rate,
)
response_msg = operations_util.WaitForOpMaybe(
operation_client, op, endpoints_util.ParseOperation(op.name))
if response_msg is not None:
response = encoding.MessageToPyValue(response_msg)
if 'name' in response:
log.status.Print(
('Created Vertex AI endpoint: {}.').format(response['name']))
return response_msg
@base.ReleaseTracks(base.ReleaseTrack.GA)
@base.UniverseCompatible
class CreateGa(base.CreateCommand):
"""Create a new Vertex AI endpoint.
## EXAMPLES
To create an endpoint under project ``example'' in region ``us-central1'',
run:
$ {command} --project=example --region=us-central1
--display-name=my_endpoint
"""
@staticmethod
def Args(parser):
_AddArgsGa(parser)
def Run(self, args):
return _Run(args, constants.GA_VERSION)
@base.ReleaseTracks(base.ReleaseTrack.BETA, base.ReleaseTrack.ALPHA)
@base.UniverseCompatible
class CreateBeta(base.CreateCommand):
"""Create a new Vertex AI endpoint.
## EXAMPLES
To create an endpoint under project ``example'' in region ``us-central1'',
run:
$ {command} --project=example --region=us-central1
--display-name=my_endpoint
"""
@staticmethod
def Args(parser):
_AddArgs(parser)
def Run(self, args):
return _Run(args, constants.BETA_VERSION)