# # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you 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 __future__ import annotations import multiprocessing import multiprocessing.context import typing from airflow.configuration import conf if typing.TYPE_CHECKING: from airflow.models.operator import Operator from airflow.utils.context import Context class MultiprocessingStartMethodMixin: """Convenience class to add support for different types of multiprocessing.""" def _get_multiprocessing_start_method(self) -> str: """ Determine method of creating new processes. Checks if the mp_start_method is set in configs, else, it uses the OS default. """ if conf.has_option("core", "mp_start_method"): return conf.get_mandatory_value("core", "mp_start_method") method = multiprocessing.get_start_method() if not method: raise ValueError("Failed to determine start method") return method def _get_multiprocessing_context(self) -> multiprocessing.context.DefaultContext: mp_start_method = self._get_multiprocessing_start_method() return multiprocessing.get_context(mp_start_method) # type: ignore class ResolveMixin: """A runtime-resolved value.""" def iter_references(self) -> typing.Iterable[tuple[Operator, str]]: """ Find underlying XCom references this contains. This is used by the DAG parser to recursively find task dependencies. :meta private: """ raise NotImplementedError def resolve(self, context: Context, *, include_xcom: bool = True) -> typing.Any: """ Resolve this value for runtime. :meta private: """ raise NotImplementedError