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import importlib.util
from ..utils.tools import get_class
from .base_dataset import BaseDataset
def get_dataset(name):
import_paths = [name, f"{__name__}.{name}"]
for path in import_paths:
try:
spec = importlib.util.find_spec(path)
except ModuleNotFoundError:
spec = None
if spec is not None:
try:
return get_class(path, BaseDataset)
except AssertionError:
mod = __import__(path, fromlist=[""])
try:
return mod.__main_dataset__
except AttributeError as exc:
print(exc)
continue
raise RuntimeError(f'Dataset {name} not found in any of [{" ".join(import_paths)}]')