def _show_endpoint_logs(endpoint_name, sagemaker_session):
log_group = '/aws/sagemaker/Endpoints/{}'.format(endpoint_name)
try:
# print out logs before deletion for debuggability
LOGGER.info('cloudwatch logs for log group {}:'.format(log_group))
logs = AWSLogs(log_group_name=log_group, log_stream_name='ALL', start='1d',
aws_region=sagemaker_session.boto_session.region_name)
logs.list_logs()
except Exception:
LOGGER.exception('Failure occurred while listing cloudwatch log group %s. ' +
'Swallowing exception but printing stacktrace for debugging.', log_group)
def _show_logs(resource_name, resource_type, sagemaker_session):
log_group = '/aws/sagemaker/{}/{}'.format(resource_type, resource_name)
try:
# print out logs before deletion for debuggability
LOGGER.info('cloudwatch logs for log group {}:'.format(log_group))
logs = AWSLogs(log_group_name=log_group,
log_stream_name='ALL',
start='1d',
aws_region=sagemaker_session.boto_session.region_name)
logs.list_logs()
except Exception:
LOGGER.exception(
'Failure occurred while listing cloudwatch log group %s. Swallowing exception but printing '
'stacktrace for debugging.', log_group)
def _cleanup_endpoint_logs(endpoint_name, sagemaker_session):
log_group = '/aws/sagemaker/Endpoints/{}'.format(endpoint_name)
try:
# print out logs before deletion for debuggability
LOGGER.info('cloudwatch logs for log group {}:'.format(log_group))
logs = AWSLogs(log_group_name=log_group,
log_stream_name='ALL',
start='1d',
aws_region=sagemaker_session.boto_session.region_name)
logs.list_logs()
cwl_client = sagemaker_session.boto_session.client('logs')
cwl_client.delete_log_group(logGroupName=log_group)
LOGGER.info('deleted cloudwatch log group: {}'.format(log_group))
except Exception:
LOGGER.exception(
'Failure occurred while cleaning up cloudwatch log group %s. ' +
'Swallowing exception but printing stacktrace for debugging.',
log_group)
