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- #
- # 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.
- """Contains an operator to run downstream tasks only for the latest scheduled DagRun."""
- from __future__ import annotations
- from typing import TYPE_CHECKING, Iterable
- import pendulum
- from airflow.operators.branch import BaseBranchOperator
- if TYPE_CHECKING:
- from airflow.models import DAG, DagRun
- from airflow.utils.context import Context
- class LatestOnlyOperator(BaseBranchOperator):
- """
- Skip tasks that are not running during the most recent schedule interval.
- If the task is run outside the latest schedule interval (i.e. external_trigger),
- all directly downstream tasks will be skipped.
- Note that downstream tasks are never skipped if the given DAG_Run is
- marked as externally triggered.
- """
- ui_color = "#e9ffdb" # nyanza
- def choose_branch(self, context: Context) -> str | Iterable[str]:
- # If the DAG Run is externally triggered, then return without
- # skipping downstream tasks
- dag_run: DagRun = context["dag_run"] # type: ignore[assignment]
- if dag_run.external_trigger:
- self.log.info("Externally triggered DAG_Run: allowing execution to proceed.")
- return list(context["task"].get_direct_relative_ids(upstream=False))
- dag: DAG = context["dag"]
- next_info = dag.next_dagrun_info(dag.get_run_data_interval(dag_run), restricted=False)
- now = pendulum.now("UTC")
- if next_info is None:
- self.log.info("Last scheduled execution: allowing execution to proceed.")
- return list(context["task"].get_direct_relative_ids(upstream=False))
- left_window, right_window = next_info.data_interval
- self.log.info(
- "Checking latest only with left_window: %s right_window: %s now: %s",
- left_window,
- right_window,
- now,
- )
- if not left_window < now <= right_window:
- self.log.info("Not latest execution, skipping downstream.")
- # we return an empty list, thus the parent BaseBranchOperator
- # won't exclude any downstream tasks from skipping.
- return []
- else:
- self.log.info("Latest, allowing execution to proceed.")
- return list(context["task"].get_direct_relative_ids(upstream=False))
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