def online_models(self) -> list:
"""
Get current `online` models
Returns:
list: a list of `online` models.
"""
return list(list_recorders(self.exp_name, lambda rec: self.get_online_tag(rec) == self.ONLINE_TAG).values())
def online_models(self, exp_name: str = None) -> list:
"""
Get current `online` models
Args:
exp_name (str): the experiment name. If None, then use default_exp_name.
Returns:
list: a list of `online` models.
"""
exp_name = self._get_exp_name(exp_name)
return list(list_recorders(exp_name, lambda rec: self.get_online_tag(rec) == self.ONLINE_TAG).values())
def reset_online_tag(self, recorder: Union[Recorder, List]):
"""
Offline all models and set the recorders to 'online'.
Args:
recorder (Union[Recorder, List]):
the recorder you want to reset to 'online'.
"""
if isinstance(recorder, Recorder):
recorder = [recorder]
recs = list_recorders(self.exp_name)
self.set_online_tag(self.OFFLINE_TAG, list(recs.values()))
self.set_online_tag(self.ONLINE_TAG, recorder)
def reset_online_tag(self, recorder: Union[Recorder, List], exp_name: str = None):
"""
Offline all models and set the recorders to 'online'.
Args:
recorder (Union[Recorder, List]):
the recorder you want to reset to 'online'.
exp_name (str): the experiment name. If None, then use default_exp_name.
"""
exp_name = self._get_exp_name(exp_name)
if isinstance(recorder, Recorder):
recorder = [recorder]
recs = list_recorders(exp_name)
self.set_online_tag(self.OFFLINE_TAG, list(recs.values()))
self.set_online_tag(self.ONLINE_TAG, recorder)
