def projects_tensorboard_start(project_id):
project = get_valid_project(project_id=project_id)
if not project or not project.tensorboard:
_logger.warning('Project does not have a tensorboard.')
return None
if project.tensorboard.last_status == JobLifeCycle.RUNNING:
_logger.warning('Tensorboard is already running.')
return None
tensorboard_scheduler.start_tensorboard(project.tensorboard)
def tensorboards_start(tensorboard_job_id):
tensorboard = get_valid_tensorboard(tensorboard_job_id=tensorboard_job_id)
if not tensorboard:
return None
if not JobLifeCycle.can_transition(status_from=tensorboard.last_status,
status_to=JobLifeCycle.SCHEDULED):
_logger.info('Tensorboard `%s` cannot transition from `%s` to `%s`.',
tensorboard.unique_name, tensorboard.last_status,
JobLifeCycle.SCHEDULED)
tensorboard_scheduler.start_tensorboard(tensorboard)
def tensorboards_start(tensorboard_job_id):
tensorboard = get_valid_tensorboard(tensorboard_job_id=tensorboard_job_id)
if not tensorboard:
_logger.warning('Tensorboard %s does not exist anymore.', tensorboard_job_id)
return None
if not JobLifeCycle.can_transition(status_from=tensorboard.last_status,
status_to=JobLifeCycle.SCHEDULED):
_logger.info('Tensorboard `%s` cannot transition from `%s` to `%s`.',
tensorboard.unique_name, tensorboard.last_status, JobLifeCycle.SCHEDULED)
tensorboard_scheduler.start_tensorboard(tensorboard)
def tensorboards_start(tensorboard_job_id):
tensorboard = get_valid_tensorboard(tensorboard_job_id=tensorboard_job_id)
if not tensorboard:
return None
if not JobLifeCycle.can_transition(status_from=tensorboard.last_status,
status_to=JobLifeCycle.SCHEDULED):
_logger.info('Tensorboard `%s` cannot transition from `%s` to `%s`.',
tensorboard.unique_name, tensorboard.last_status, JobLifeCycle.SCHEDULED)
try:
tensorboard_scheduler.start_tensorboard(tensorboard)
except StoreNotFoundError:
tensorboard.set_status(status=JobLifeCycle.FAILED,
message='Tensorboard failed to start, '
'the outputs volume/storage was not found.')
