Log Level Detection Regex for Python
/\b(TRACE|DEBUG|INFO|WARN(?:ING)?|ERROR|FATAL|CRITICAL|NOTICE|SEVERE)\b/iWhat this pattern does
This page provides a well-structured, multi-part regular expression for matching log level detection, ported and verified for Python. A rigorously tested regex reduces debugging time and protects your application from edge-case failures. The snippet below is ready to drop into your Python project — whether you're validating in a Django view, a FastAPI endpoint, or a standalone data processing script.
Python Implementation
# Log Level Detection
# ReDoS-safe | RegexVault — Dev & Systems > Log Parsing
import re
log_level_detection_pattern = re.compile(r'\b(TRACE|DEBUG|INFO|WARN(?:ING)?|ERROR|FATAL|CRITICAL|NOTICE|SEVERE)\b')
def validate_log_level_detection(value: str) -> bool:
return bool(log_level_detection_pattern.fullmatch(value))
# Example
print(validate_log_level_detection("INFO: server started")) # TrueTest Cases
Matches (Valid) | Rejects (Invalid) |
|---|---|
INFO: server started | INFOR |
ERROR user not found | WARNI |
[WARN] disk space low | DEBUGS |
2024-01-01 FATAL: unhandled exception | ERRORS ARE BAD |
critical alert triggered | INFORMATION |
When to use this pattern
This pattern is drawn from the Dev & Systems > Log Parsing category and carries a ReDoS-safe certification. That matters for Python developers because particularly important in Python web servers where CPU-bound regex operations can stall concurrent request handling. RegexVault audits patterns against known backtracking attack vectors, ensuring you have the necessary context before using this regex in a high-stakes production environment.
Common Pitfalls
Different frameworks use different level names: Python uses WARNING (not WARN), Log4j uses FATAL. Normalize to a canonical set for cross-framework log analysis.
Technical Notes
The \b word boundaries prevent partial matches (INFORMATION matching as INFO). Capture group 1 contains the matched level. Normalize to a canonical set for cross-framework analysis.
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