def save_report(self, records):
"""Save report to `reports.json`."""
try:
_file = FileOps.join_path(TaskOps().local_output_path,
"reports.json")
FileOps.make_base_dir(_file)
data = {"_steps_": []}
for step in self.step_names:
if step in self.steps:
data["_steps_"].append(self.steps[step])
else:
data["_steps_"].append({
"step_name": step,
"status": Status.unstarted
})
for record in records:
if record.step_name in data:
data[record.step_name].append(record.to_dict())
else:
data[record.step_name] = [record.to_dict()]
with open(_file, "w") as f:
json.dump(data, f, indent=4, cls=JsonEncoder)
except Exception:
logging.warning(traceback.format_exc())
def _copy_needed_file(self):
if self.config.pareto_front_file is None:
raise FileNotFoundError(
"Config item paretor_front_file not found in config file.")
init_pareto_front_file = self.config.pareto_front_file.replace(
"{local_base_path}", self.local_base_path)
self.pareto_front_file = FileOps.join_path(self.local_output_path,
self.step_name,
"pareto_front.csv")
FileOps.make_base_dir(self.pareto_front_file)
FileOps.copy_file(init_pareto_front_file, self.pareto_front_file)
if self.config.random_file is None:
raise FileNotFoundError(
"Config item random_file not found in config file.")
init_random_file = self.config.random_file.replace(
"{local_base_path}", self.local_base_path)
self.random_file = FileOps.join_path(self.local_output_path,
self.step_name, "random.csv")
FileOps.copy_file(init_random_file, self.random_file)