airflow wasb_task_handler 源码

airflow wasb_task_handler 代码

文件路径：/airflow/providers/microsoft/azure/log/wasb_task_handler.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

import os
import shutil
from typing import Any

from azure.common import AzureHttpError

from airflow.compat.functools import cached_property
from airflow.configuration import conf
from airflow.utils.log.file_task_handler import FileTaskHandler
from airflow.utils.log.logging_mixin import LoggingMixin


class WasbTaskHandler(FileTaskHandler, LoggingMixin):
    """
    WasbTaskHandler is a python log handler that handles and reads
    task instance logs. It extends airflow FileTaskHandler and
    uploads to and reads from Wasb remote storage.
    """

    def __init__(
        self,
        base_log_folder: str,
        wasb_log_folder: str,
        wasb_container: str,
        delete_local_copy: str,
        *,
        filename_template: str | None = None,
    ) -> None:
        super().__init__(base_log_folder, filename_template)
        self.wasb_container = wasb_container
        self.remote_base = wasb_log_folder
        self.log_relative_path = ''
        self._hook = None
        self.closed = False
        self.upload_on_close = True
        self.delete_local_copy = delete_local_copy

    @cached_property
    def hook(self):
        """Returns WasbHook."""
        remote_conn_id = conf.get('logging', 'REMOTE_LOG_CONN_ID')
        try:
            from airflow.providers.microsoft.azure.hooks.wasb import WasbHook

            return WasbHook(remote_conn_id)
        except AzureHttpError:
            self.log.exception(
                'Could not create an WasbHook with connection id "%s".'
                ' Please make sure that apache-airflow[azure] is installed'
                ' and the Wasb connection exists.',
                remote_conn_id,
            )
            return None

    def set_context(self, ti) -> None:
        super().set_context(ti)
        # Local location and remote location is needed to open and
        # upload local log file to Wasb remote storage.
        self.log_relative_path = self._render_filename(ti, ti.try_number)
        self.upload_on_close = not ti.raw

    def close(self) -> None:
        """Close and upload local log file to remote storage Wasb."""
        # When application exit, system shuts down all handlers by
        # calling close method. Here we check if logger is already
        # closed to prevent uploading the log to remote storage multiple
        # times when `logging.shutdown` is called.
        if self.closed:
            return

        super().close()

        if not self.upload_on_close:
            return

        local_loc = os.path.join(self.local_base, self.log_relative_path)
        remote_loc = os.path.join(self.remote_base, self.log_relative_path)
        if os.path.exists(local_loc):
            # read log and remove old logs to get just the latest additions
            with open(local_loc) as logfile:
                log = logfile.read()
            self.wasb_write(log, remote_loc, append=True)

            if self.delete_local_copy:
                shutil.rmtree(os.path.dirname(local_loc))
        # Mark closed so we don't double write if close is called twice
        self.closed = True

    def _read(
        self, ti, try_number: int, metadata: dict[str, Any] | None = None
    ) -> tuple[str, dict[str, bool]]:
        """
        Read logs of given task instance and try_number from Wasb remote storage.
        If failed, read the log from task instance host machine.

        :param ti: task instance object
        :param try_number: task instance try_number to read logs from
        :param metadata: log metadata,
                         can be used for steaming log reading and auto-tailing.
        """
        # Explicitly getting log relative path is necessary as the given
        # task instance might be different than task instance passed in
        # in set_context method.
        log_relative_path = self._render_filename(ti, try_number)
        remote_loc = os.path.join(self.remote_base, log_relative_path)

        if self.wasb_log_exists(remote_loc):
            # If Wasb remote file exists, we do not fetch logs from task instance
            # local machine even if there are errors reading remote logs, as
            # returned remote_log will contain error messages.
            remote_log = self.wasb_read(remote_loc, return_error=True)
            log = f'*** Reading remote log from {remote_loc}.\n{remote_log}\n'
            return log, {'end_of_log': True}
        else:
            return super()._read(ti, try_number, metadata)

    def wasb_log_exists(self, remote_log_location: str) -> bool:
        """
        Check if remote_log_location exists in remote storage

        :param remote_log_location: log's location in remote storage
        :return: True if location exists else False
        """
        try:
            return self.hook.check_for_blob(self.wasb_container, remote_log_location)

        except Exception as e:
            self.log.debug('Exception when trying to check remote location: "%s"', e)
        return False

    def wasb_read(self, remote_log_location: str, return_error: bool = False):
        """
        Returns the log found at the remote_log_location. Returns '' if no
        logs are found or there is an error.

        :param remote_log_location: the log's location in remote storage
        :param return_error: if True, returns a string error message if an
            error occurs. Otherwise returns '' when an error occurs.
        """
        try:
            return self.hook.read_file(self.wasb_container, remote_log_location)
        except AzureHttpError:
            msg = f'Could not read logs from {remote_log_location}'
            self.log.exception(msg)
            # return error if needed
            if return_error:
                return msg
            return ''

    def wasb_write(self, log: str, remote_log_location: str, append: bool = True) -> None:
        """
        Writes the log to the remote_log_location. Fails silently if no hook
        was created.

        :param log: the log to write to the remote_log_location
        :param remote_log_location: the log's location in remote storage
        :param append: if False, any existing log file is overwritten. If True,
            the new log is appended to any existing logs.
        """
        if append and self.wasb_log_exists(remote_log_location):
            old_log = self.wasb_read(remote_log_location)
            log = '\n'.join([old_log, log]) if old_log else log

        try:
            self.hook.load_string(log, self.wasb_container, remote_log_location, overwrite=True)
        except AzureHttpError:
            self.log.exception('Could not write logs to %s', remote_log_location)

相关信息

airflow 源码目录

相关文章

airflow init 源码