File: //snap/google-cloud-cli/396/lib/surface/ai/custom_jobs/stream_logs.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.
"""Command to check stream logs of a custom job in Vertex AI."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
from googlecloudsdk.api_lib.ai.custom_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 as common_flags
from googlecloudsdk.command_lib.ai import log_util
from googlecloudsdk.command_lib.ai.custom_jobs import flags as custom_job_flags
from googlecloudsdk.command_lib.ai.custom_jobs import validation
@base.ReleaseTracks(base.ReleaseTrack.GA)
class StreamLogsGA(base.Command):
"""Show stream logs from a running custom job.
## EXAMPLES
To stream logs of custom job ``123'' under project ``example'' in region
``us-central1'', run:
$ {command} 123 --project=example --region=us-central1
"""
_api_version = constants.GA_VERSION
@staticmethod
def Args(parser):
custom_job_flags.AddCustomJobResourceArg(parser, 'to fetch stream log')
common_flags.AddStreamLogsFlags(parser)
parser.display_info.AddFormat(log_util.LOG_FORMAT)
def Run(self, args):
custom_job_ref = args.CONCEPTS.custom_job.Parse()
region = custom_job_ref.AsDict()['locationsId']
validation.ValidateRegion(region)
with endpoint_util.AiplatformEndpointOverrides(
version=self._api_version, region=region):
return log_util.StreamLogs(
custom_job_ref.AsDict()['customJobsId'],
continue_function=client.CustomJobsClient(
version=self._api_version).CheckJobComplete(
custom_job_ref.RelativeName()),
polling_interval=args.polling_interval,
task_name=args.task_name,
allow_multiline=args.allow_multiline_logs)
@base.ReleaseTracks(base.ReleaseTrack.BETA, base.ReleaseTrack.ALPHA)
class StreamLogsPreGA(StreamLogsGA):
"""Show stream logs from a running custom job.
## EXAMPLES
To stream logs of custom job ``123'' under project ``example'' in region
``us-central1'', run:
$ {command} 123 --project=example --region=us-central1
"""
_api_version = constants.BETA_VERSION