def data_sets(self) -> List[DataSet]:
"""Get all the datasets of this experiment"""
runs = get_runs(self.conn, self.exp_id)
data_sets = []
for run in runs:
data_sets.append(load_by_id(run['run_id'], conn=self.conn))
return data_sets
def get_runs_from_db(path: str, start: int = 0,
stop: Union[None, int] = None,
get_structure: bool = False):
"""
Get a db 'overview' dictionary from the db located in `path`.
`start` and `stop` refer to indices of the runs in the db that we want
to have details on; if `stop` is None, we'll use runs until the end.
if `get_structure` is True, include info on the run data structure
in the return dict.
"""
conn = connect(path)
runs = get_runs(conn)
if stop is None:
stop = len(runs)
runs = runs[start:stop]
overview = {}
for run in runs:
run_id = run['run_id']
overview[run_id] = get_ds_info(conn, run_id,
get_structure=get_structure)
return overview
def data_sets(self) -> List[DataSetProtocol]:
"""Get all the datasets of this experiment"""
runs = get_runs(self.conn, self.exp_id)
return [load_by_id(run['run_id'], conn=self.conn) for run in runs]