def Run(self, args):
region_ref = args.CONCEPTS.region.Parse()
region = region_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
return client.CustomJobsClient(
version=constants.BETA_VERSION).List(
region=region_ref.RelativeName())
def Run(self, args):
custom_job_ref = args.CONCEPTS.custom_job.Parse()
region = custom_job_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
response = client.CustomJobsClient(
version=constants.BETA_VERSION).Get(
custom_job_ref.RelativeName())
return response
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):
response = client.CustomJobsClient(version=self._api_version).Get(
custom_job_ref.RelativeName())
return response
def Run(self, args):
custom_job_ref = args.CONCEPTS.custom_job.Parse()
name = custom_job_ref.Name()
region = custom_job_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
response = client.CustomJobsClient(
version=constants.BETA_VERSION).Cancel(
custom_job_ref.RelativeName())
log.status.Print(
constants.CUSTOM_JOB_CANCEL_DISPLAY_MESSAGE.format(id=name))
return response
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):
job_name = custom_job_ref.RelativeName()
response = client.CustomJobsClient(
version=self._api_version).Cancel(job_name)
log.status.Print(
_CUSTOM_JOB_CANCEL_DISPLAY_MESSAGE.format(
job_name=job_name, command_prefix=self._CommandPrefix()))
return response
def Run(self, args):
custom_job_ref = args.CONCEPTS.custom_job.Parse()
region = custom_job_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
relative_name = custom_job_ref.RelativeName()
return log_util.StreamLogs(
custom_job_ref.AsDict()['customJobsId'],
continue_function=client.CustomJobsClient(
version=constants.BETA_VERSION).CheckJobComplete(
relative_name),
polling_interval=args.polling_interval,
task_name=args.task_name,
allow_multiline=args.allow_multiline_logs)
def Run(self, args):
region_ref = args.CONCEPTS.region.Parse()
region = region_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
response = client.CustomJobsClient(
version=constants.BETA_VERSION).Create(
region_ref.RelativeName(), args.worker_pool_spec,
args.config, args.display_name, args.python_package_uris)
log.status.Print(
constants.CUSTOM_JOB_CREATION_DISPLAY_MESSAGE.format(
id=custom_jobs_util.ParseJobName(response.name),
state=response.state))
return response
def Run(self, args):
"""Executes the list command.
Args:
args: an argparse.Namespace, it contains all arguments that this command
was invoked with.
Returns:
The list of resources
"""
region_ref = args.CONCEPTS.region.Parse()
region = region_ref.AsDict()['locationsId']
validation.ValidateRegion(region)
with endpoint_util.AiplatformEndpointOverrides(
version=self._api_version, region=region):
return client.CustomJobsClient(version=self._api_version).List(
region=region_ref.RelativeName())
def Run(self, args):
project = properties.VALUES.core.project.GetOrFail()
region_ref = args.CONCEPTS.region.Parse()
region = region_ref.AsDict()['locationsId']
validation.ValidateRegion(region)
with endpoint_util.AiplatformEndpointOverrides(
version=self._version, region=region):
api_client = client.CustomJobsClient(version=self._version)
job_spec = self._PrepareJobSpec(args, api_client, project)
labels = labels_util.ParseCreateArgs(
args,
api_client.CustomJobMessage().LabelsValue)
response = api_client.Create(
parent=region_ref.RelativeName(),
display_name=args.display_name,
job_spec=job_spec,
kms_key_name=common_validation.GetAndValidateKmsKey(args),
labels=labels)
self._DisplayResult(response)
return response