def save(self, configs_path: PurePath):
configs = {
'values': self.parser.values,
'options': {},
'list_appends': {k: True for k in self.parser.list_appends},
'computed': {},
'order': self.calculator.topological_order
}
for k, opts in self.parser.options.items():
configs['options'][k] = list(opts.keys())
for k in self.parser.types:
computed = getattr(self.calculator.configs, k, None)
if computed is None:
continue
computed_str = str(computed)
if len(computed_str) > 100:
computed_str = computed_str[:150]
configs['computed'][k] = computed_str
with open(str(configs_path), "w") as file:
file.write(util.yaml_dump(configs))
def save_info(self):
run_path = Path(self.run_path)
if not run_path.exists():
run_path.mkdir(parents=True)
with open(str(self.info_path), "w") as file:
file.write(util.yaml_dump(self.to_dict()))
def save(self, configs_path: PurePath):
orders = {k: i for i, k in enumerate(self.calculator.topological_order)}
configs = {}
for k, v in self.parser.types.items():
configs[k] = {
'name': k,
'type': str(v),
'value': self.__to_yaml(self.parser.values.get(k, None)),
'order': orders.get(k, -1),
'options': list(self.parser.options.get(k, {}).keys()),
'computed': self.__to_yaml(getattr(self.calculator.configs, k, None))
}
with open(str(configs_path), "w") as file:
file.write(util.yaml_dump(configs))
def _log_trial(self, is_add: bool):
"""
### Log trial
This will add or update a trial in the `trials.yaml` file
"""
try:
with open(str(self.info.trials_log_file), "r") as file:
trials = util.yaml_load(file.read())
except FileNotFoundError:
trials = []
if is_add:
trials.append(self.trial.to_dict())
else:
trials[-1] = self.trial.to_dict()
with open(str(self.info.trials_log_file), "w") as file:
file.write(util.yaml_dump(trials))
def save_artifactors(self, file: PurePath):
self.__artifacts_file = file
artifacts = {k: art.to_dict() for k, art in self.artifacts.items()}
with open(str(file), "w") as file:
file.write(util.yaml_dump(artifacts))
def save_indicators(self, file: PurePath):
self.__indicators_file = file
indicators = {k: ind.to_dict() for k, ind in self.indicators.items()}
with open(str(file), "w") as file:
file.write(util.yaml_dump(indicators))