File: //snap/google-cloud-cli/current/lib/surface/ai/model_monitoring_jobs/resume.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 deployment monitoring jobs resume command."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
from googlecloudsdk.api_lib.ai.model_monitoring_jobs 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 flags
from googlecloudsdk.core import log
from googlecloudsdk.core.console import console_io
DETAILED_HELP = {
'EXAMPLES':
"""
To resume a model deployment monitoring job `123` of project `example` in region `us-central1`, run:
$ {command} 123 --project=example --region=us-central1
""",
}
def _Run(args, version, release_prefix):
"""Run method for resume command."""
model_monitoring_job_ref = args.CONCEPTS.monitoring_job.Parse()
region = model_monitoring_job_ref.AsDict()['locationsId']
model_monitoring_job_id = model_monitoring_job_ref.AsDict(
)['modelDeploymentMonitoringJobsId']
with endpoint_util.AiplatformEndpointOverrides(version, region=region):
console_io.PromptContinue(
'This will resume model deployment monitoring job [{}]...'.format(
model_monitoring_job_id),
cancel_on_no=True)
response = client.ModelMonitoringJobsClient(
version=version).Resume(model_monitoring_job_ref)
cmd_prefix = 'gcloud'
if release_prefix:
cmd_prefix += ' ' + release_prefix
log.status.Print(
constants.MODEL_MONITORING_JOB_RESUME_DISPLAY_MESSAGE.format(
id=model_monitoring_job_ref.Name(), cmd_prefix=cmd_prefix))
return response
@base.ReleaseTracks(base.ReleaseTrack.GA)
class ResumeGa(base.SilentCommand):
"""Resume a paused Vertex AI model deployment monitoring job."""
@staticmethod
def Args(parser):
flags.AddModelMonitoringJobResourceArg(parser, 'to resume')
def Run(self, args):
return _Run(args, constants.GA_VERSION, self.ReleaseTrack().prefix)
@base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA)
class Resume(base.SilentCommand):
"""Resume a paused Vertex AI model deployment monitoring job."""
@staticmethod
def Args(parser):
flags.AddModelMonitoringJobResourceArg(parser, 'to resume')
def Run(self, args):
return _Run(args, constants.BETA_VERSION, self.ReleaseTrack().prefix)
Resume.detailed_help = DETAILED_HELP
ResumeGa.detailed_help = DETAILED_HELP