async def save(self, buf_len=0):
if not self.__track:
return
# code converts dictionaries of lists to list of dictionaries
# https://stackoverflow.com/questions/5558418/list-of-dicts-to-from-dict-of-lists
# v = [dict(zip(DL, t)) for t in zip(*DL.values())]
metrics_len = len(self.__metrics['timestamp'])
if metrics_len > buf_len:
# a table will be created the first time metrics are being saved
# this increases the likelihood of complete columnss
if 'table' not in self.__db or self.__db['table'] is None:
table_name = self.__db.pop('table_name')
await db_utils.create_table(
db_string=self.__db['path'],
table_type='custom',
custom_table=self.__create_metrics_table(table_name))
self.__db['table'] = db_utils.get_table(
self.__db['path'], table_name)
if self.__db['table'] is None:
return
metrics = {
key: value
for key, value in self.__metrics.items() if value
}
metrics = [dict(zip(metrics, t)) for t in zip(*metrics.values())]
self.__metrics = {
key: value[metrics_len:]
for key, value in self.__metrics.items()
}
asyncio.create_task(
db_utils.dump_data(metrics, self.__db['path'],
self.__db['table']))
async def open_db(self, db_string, table_name):
if not self.save_transactions:
return
self.__db['path'] = db_string
self.__db['table_name'] = table_name
if 'table' not in self.__db or self.__db['table'] is None:
table_name = self.__db.pop('table_name') + '_market'
await db_utils.create_table(db_string=db_string,
table_type='market',
table_name=table_name)
self.__db['table'] = db_utils.get_table(db_string, table_name)
async def open_db(self, db_path):
"""Opens connection to the database where load and generation profiles are stored.
Also stores references to the database object and the table object
Args:
db_path ([type]): [description]
"""
self.__profile_db['path'] = db_path
self.__profile_db['db'] = databases.Database(db_path)
self.__profile_db['table'] = db_utils.get_table(
db_path, self.participant_id)
if 'table' in self.__profile_db or self.__profile_db[
'table'] is not None:
await self.__profile_db['db'].connect()
async def fetch_one(self, timestamp):
if 'db' not in self.__db:
self.__db['db'] = databases.Database(self.__db['path'])
if 'table' not in self.__db or self.__db['table'] is None:
table_name = self.__db.pop('table_name')
self.__db['table'] = db_utils.get_table(self.__db['path'],
table_name)
await self.__db['db'].connect()
table = self.__db['table']
query = table.select().where(table.c.timestamp == timestamp)
async with self.__db['db'].transaction():
row = await self.__db['db'].fetch_one(query)
return row['actions_dict']