def init(self, desc_name, expr_name, run_name, args=None, highlight_args=None, configs=None):
init_project()
desc, _ = Desc.get_or_create(desc_name=desc_name)
expr, _ = Experiment.get_or_create(desc=desc, expr_name=expr_name)
run = Run(expr=expr, run_name=run_name, command=' '.join(sys.argv))
run.args = ''
run.highlight_args = ''
if args is not None:
run.args = io.dumps_json(args.__dict__)
if highlight_args is not None and hasattr(highlight_args, 'highlight_args'):
run.highlight_args = io.dumps_json(get_highlight_args(args, highlight_args))
run.configs = ''
run.highlight_configs = ''
if configs is not None:
run.configs = io.dumps_json(configs)
if getattr(args, 'configs', None) is not None:
run.highlight_configs = io.dumps_json(args.configs.kvs)
run.save()
self.desc = desc
self.expr = expr
self.run = run
def main():
init_database('.')
ProjectMetainfo.set_all({
'title': 'Test',
'create_time': '2019-09-05 15:44:27',
'update_time': '2019-09-05 15:44:27'
})
print(ProjectMetainfo.get_all())
print('Create the desc')
desc, _ = Desc.get_or_create(desc_name='desc_xxx')
print('Create the expr')
expr, _ = Experiment.get_or_create(expr_name='expr1', desc=desc)
print('Create the runs')
train_run = Run(expr=expr,
run_name='train1' + str(time.time()),
command='jac-run xxx',
args='{xxx}',
configs='{xxx}',
highlight_args='{yyy}',
highlight_configs='{yyy}')
test_run = Run(expr=expr,
run_name='test1' + str(time.time()),
command='jac-run xxx',
args='{xxx}',
configs='{xxx}',
highlight_args='{yyy}',
highlight_configs='{yyy}',
refer=train_run)
from IPython import embed
embed()
train_run.save()
test_run.save()