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from typing import Union, OrderedDict
from toolkit.config import get_config
def get_job(
config_path: Union[str, dict, OrderedDict],
name=None
):
config = get_config(config_path, name)
if not config['job']:
raise ValueError('config file is invalid. Missing "job" key')
job = config['job']
if job == 'extract':
from jobs import ExtractJob
return ExtractJob(config)
if job == 'train':
from jobs import TrainJob
return TrainJob(config)
if job == 'mod':
from jobs import ModJob
return ModJob(config)
if job == 'generate':
from jobs import GenerateJob
return GenerateJob(config)
if job == 'extension':
from jobs import ExtensionJob
return ExtensionJob(config)
# elif job == 'train':
# from jobs import TrainJob
# return TrainJob(config)
else:
raise ValueError(f'Unknown job type {job}')
def run_job(
config: Union[str, dict, OrderedDict],
name=None
):
job = get_job(config, name)
job.run()
job.cleanup()
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