def to_csvdb(self, serialized_report) -> Tuple[List[str], Dict]:
"""
Return raw data from serialized report
:return: Header, Dict(str, List(Dict))
"""
basic_csv_row = {
key: serialized_report[key]
for key in CSV_HEADER_COMMON
}
# timestamp
basic_csv_row['timestamp'] = datetime_to_timestamp(
basic_csv_row['timestamp'])
final_dict = {}
try:
for group_name, sockets in serialized_report['groups'].items():
new_csv_row = basic_csv_row.copy()
for socket_name, cpus in sockets.items():
new_csv_row['socket'] = socket_name
for cpu_name, events in cpus.items():
new_csv_row['cpu'] = cpu_name
for event_name, value in events.items():
new_csv_row[event_name] = value
# add in final dict
if group_name in final_dict:
final_dict[group_name].append(new_csv_row.copy())
else:
final_dict[group_name] = [new_csv_row.copy()]
except KeyError:
raise BadInputData()
return CSV_HEADER_HWPC, final_dict
def to_csvdb(self, serialized_report) -> Tuple[List[str], Dict]:
"""
Return raw data from serialized report
{
'PowerReport' : [{
'timestamp': ...
'sensor': ...
'target': ...
'power': ...
'metadata': {
...
}
}]
}
"""
final_dict = {}
try:
for field in CSV_HEADER_POWER:
final_dict[field] = serialized_report[field]
final_dict['timestamp'] = datetime_to_timestamp(
serialized_report['timestamp'])
for key, val in serialized_report['metadata'].items():
final_dict[key] = val
except KeyError:
raise BadInputData()
final_dict = {self.get_type().__name__: [final_dict]}
return CSV_HEADER_POWER, final_dict