#
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# 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.
import os
import sys
from typing import Collection, Optional
from airflow.providers.google.common.consts import CLIENT_INFO
if sys.version_info >= (3, 8):
from functools import cached_property
else:
from cached_property import cached_property
# not sure why but mypy complains on missing `storage` but it is clearly there and is importable
from google.cloud import storage # type: ignore[attr-defined]
from airflow.providers.google.cloud.utils.credentials_provider import get_credentials_and_project_id
from airflow.utils.log.file_task_handler import FileTaskHandler
from airflow.utils.log.logging_mixin import LoggingMixin
_DEFAULT_SCOPESS = frozenset(
[
"https://www.googleapis.com/auth/devstorage.read_write",
]
)
[docs]class GCSTaskHandler(FileTaskHandler, LoggingMixin):
"""
GCSTaskHandler is a python log handler that handles and reads
task instance logs. It extends airflow FileTaskHandler and
uploads to and reads from GCS remote storage. Upon log reading
failure, it reads from host machine's local disk.
:param base_log_folder: Base log folder to place logs.
:param gcs_log_folder: Path to a remote location where logs will be saved. It must have the prefix
``gs://``. For example: ``gs://bucket/remote/log/location``
:param filename_template: template filename string
:param gcp_key_path: Path to Google Cloud Service Account file (JSON). Mutually exclusive with
gcp_keyfile_dict.
If omitted, authorization based on `the Application Default Credentials
<https://cloud.google.com/docs/authentication/production#finding_credentials_automatically>`__ will
be used.
:param gcp_keyfile_dict: Dictionary of keyfile parameters. Mutually exclusive with gcp_key_path.
:param gcp_scopes: Comma-separated string containing OAuth2 scopes
:param project_id: Project ID to read the secrets from. If not passed, the project ID from credentials
will be used.
"""
def __init__(
self,
*,
base_log_folder: str,
gcs_log_folder: str,
filename_template: str,
gcp_key_path: Optional[str] = None,
gcp_keyfile_dict: Optional[dict] = None,
gcp_scopes: Optional[Collection[str]] = _DEFAULT_SCOPESS,
project_id: Optional[str] = None,
):
super().__init__(base_log_folder, filename_template)
self.remote_base = gcs_log_folder
self.log_relative_path = ''
self._hook = None
self.closed = False
self.upload_on_close = True
self.gcp_key_path = gcp_key_path
self.gcp_keyfile_dict = gcp_keyfile_dict
self.scopes = gcp_scopes
self.project_id = project_id
@cached_property
[docs] def client(self) -> storage.Client:
"""Returns GCS Client."""
credentials, project_id = get_credentials_and_project_id(
key_path=self.gcp_key_path,
keyfile_dict=self.gcp_keyfile_dict,
scopes=self.scopes,
disable_logging=True,
)
return storage.Client(
credentials=credentials,
client_info=CLIENT_INFO,
project=self.project_id if self.project_id else project_id,
)
[docs] def set_context(self, ti):
super().set_context(ti)
# Log relative path is used to construct local and remote
# log path to upload log files into GCS and read from the
# remote location.
self.log_relative_path = self._render_filename(ti, ti.try_number)
self.upload_on_close = not ti.raw
[docs] def close(self):
"""Close and upload local log file to remote storage GCS."""
# 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.gcs_write(log, remote_loc)
# Mark closed so we don't double write if close is called twice
self.closed = True
def _read(self, ti, try_number, metadata=None):
"""
Read logs of given task instance and try_number from GCS.
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)
try:
blob = storage.Blob.from_string(remote_loc, self.client)
remote_log = blob.download_as_bytes().decode()
log = f'*** Reading remote log from {remote_loc}.\n{remote_log}\n'
return log, {'end_of_log': True}
except Exception as e:
log = f'*** Unable to read remote log from {remote_loc}\n*** {str(e)}\n\n'
self.log.error(log)
local_log, metadata = super()._read(ti, try_number)
log += local_log
return log, metadata
[docs] def gcs_write(self, log, remote_log_location):
"""
Writes the log to the remote_log_location. Fails silently if no log
was created.
:param log: the log to write to the remote_log_location
:param remote_log_location: the log's location in remote storage
"""
try:
blob = storage.Blob.from_string(remote_log_location, self.client)
old_log = blob.download_as_bytes().decode()
log = '\n'.join([old_log, log]) if old_log else log
except Exception as e:
if not hasattr(e, 'resp') or e.resp.get('status') != '404':
log = f'*** Previous log discarded: {str(e)}\n\n' + log
self.log.info("Previous log discarded: %s", e)
try:
blob = storage.Blob.from_string(remote_log_location, self.client)
blob.upload_from_string(log, content_type="text/plain")
except Exception as e:
self.log.error('Could not write logs to %s: %s', remote_log_location, e)