Created
December 6, 2021 07:33
-
-
Save fredrikaverpil/79ab394b449f29685c89c736c1ac6d67 to your computer and use it in GitHub Desktop.
Filter out sensitive information from logs
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import logging | |
import re | |
class RedactingFilter(logging.Filter): | |
def __init__(self, patterns): | |
super(RedactingFilter, self).__init__() | |
self._patterns = patterns | |
def filter(self, record): | |
record.msg = self.redact(record.msg) | |
if isinstance(record.args, dict): | |
for k in record.args.keys(): | |
record.args[k] = self.redact(record.args[k]) | |
else: | |
record.args = tuple(self.redact(arg) for arg in record.args) | |
return True | |
def redact(self, msg): | |
for pattern in self._patterns: | |
msg = re.sub(pattern, "[redacted]", msg) | |
return msg | |
logger = logging.getLogger() | |
stream_handler = logging.StreamHandler() | |
stream_formatter = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s") | |
redacting_filter = RedactingFilter( | |
patterns=[ | |
re.compile(r"(?i)\bsecret\b"), | |
re.compile(r"(?i)\bpassword\b"), | |
] | |
) | |
stream_handler.setFormatter(stream_formatter) | |
stream_handler.addFilter(redacting_filter) | |
logger.setLevel(logging.DEBUG) | |
logger.addHandler(stream_handler) | |
logger.info("hello, this is a sEcRet") | |
logger.info("hello, this is a secret password") | |
# Output | |
# 2021-12-06 08:32:25,448 - root - INFO - hello, this is a [redacted] | |
# 2021-12-06 08:32:25,449 - root - INFO - hello, this is a [redacted] [redacted] |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment