airflow not_previously_skipped_dep 源码

  • 2022-10-20
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airflow not_previously_skipped_dep 代码

文件路径:/airflow/ti_deps/deps/not_previously_skipped_dep.py

#
# 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

from airflow.ti_deps.deps.base_ti_dep import BaseTIDep


class NotPreviouslySkippedDep(BaseTIDep):
    """
    Determines if any of the task's direct upstream relatives have decided this task should
    be skipped.
    """

    NAME = "Not Previously Skipped"
    IGNORABLE = True
    IS_TASK_DEP = True

    def _get_dep_statuses(self, ti, session, dep_context):
        from airflow.models.skipmixin import (
            XCOM_SKIPMIXIN_FOLLOWED,
            XCOM_SKIPMIXIN_KEY,
            XCOM_SKIPMIXIN_SKIPPED,
            SkipMixin,
        )
        from airflow.utils.state import State

        upstream = ti.task.get_direct_relatives(upstream=True)

        finished_tis = dep_context.ensure_finished_tis(ti.get_dagrun(session), session)

        finished_task_ids = {t.task_id for t in finished_tis}

        for parent in upstream:
            if isinstance(parent, SkipMixin):
                if parent.task_id not in finished_task_ids:
                    # This can happen if the parent task has not yet run.
                    continue

                prev_result = ti.xcom_pull(task_ids=parent.task_id, key=XCOM_SKIPMIXIN_KEY, session=session)

                if prev_result is None:
                    # This can happen if the parent task has not yet run.
                    continue

                should_skip = False
                if (
                    XCOM_SKIPMIXIN_FOLLOWED in prev_result
                    and ti.task_id not in prev_result[XCOM_SKIPMIXIN_FOLLOWED]
                ):
                    # Skip any tasks that are not in "followed"
                    should_skip = True
                elif (
                    XCOM_SKIPMIXIN_SKIPPED in prev_result
                    and ti.task_id in prev_result[XCOM_SKIPMIXIN_SKIPPED]
                ):
                    # Skip any tasks that are in "skipped"
                    should_skip = True

                if should_skip:
                    # If the parent SkipMixin has run, and the XCom result stored indicates this
                    # ti should be skipped, set ti.state to SKIPPED and fail the rule so that the
                    # ti does not execute.
                    ti.set_state(State.SKIPPED, session)
                    yield self._failing_status(
                        reason=f"Skipping because of previous XCom result from parent task {parent.task_id}"
                    )
                    return

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