# Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from abc import ABC, abstractmethod from typing import Any, Callable class _Launcher(ABC): r""" Abstract base class for all Launchers. Launchers are responsible for the creation and instrumentation of new processes so that the :class:`~pytorch_lightning.strategies.base.Strategy` can set up communication between all them. Subclass this class and override any of the relevant methods to provide a custom implementation depending on cluster environment, hardware, strategy, etc. """ @property @abstractmethod def is_interactive_compatible(self) -> bool: """Returns whether this launcher can work in interactive environments such as Jupyter notebooks.""" @abstractmethod def launch(self, function: Callable, *args: Any, **kwargs: Any) -> Any: """Launches the processes."""