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error_handler.py
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659 lines (552 loc) · 23.8 KB
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#!/usr/bin/env python3
"""
Production-Grade Error Handling and Exception Management
Comprehensive error handling with recovery, reporting, and resilience
"""
import os
import sys
import time
import traceback
import threading
import functools
import inspect
from datetime import datetime, timedelta
from typing import Dict, Any, List, Optional, Callable, Type, Union
from dataclasses import dataclass, asdict
from enum import Enum
import json
import logging
from pathlib import Path
class ErrorSeverity(Enum):
LOW = "low"
MEDIUM = "medium"
HIGH = "high"
CRITICAL = "critical"
class ErrorCategory(Enum):
SYSTEM = "system"
NETWORK = "network"
DATABASE = "database"
SECURITY = "security"
IOT = "iot"
CONFIGURATION = "configuration"
PERFORMANCE = "performance"
USER_INPUT = "user_input"
EXTERNAL_SERVICE = "external_service"
@dataclass
class ErrorContext:
"""Error context information"""
function_name: str
module_name: str
line_number: int
thread_id: int
process_id: int
user_id: Optional[str] = None
session_id: Optional[str] = None
request_id: Optional[str] = None
device_id: Optional[str] = None
hostname: Optional[str] = None
environment: Optional[str] = None
@dataclass
class ErrorReport:
"""Comprehensive error report"""
error_id: str
timestamp: datetime
severity: ErrorSeverity
category: ErrorCategory
error_type: str
error_message: str
context: ErrorContext
stack_trace: str
recovery_attempted: bool
recovery_successful: bool
resolution_time_ms: Optional[float]
metadata: Optional[Dict[str, Any]] = None
related_errors: Optional[List[str]] = None
class RetryPolicy:
"""Retry policy configuration"""
def __init__(self, max_attempts: int = 3, base_delay: float = 1.0,
max_delay: float = 60.0, backoff_factor: float = 2.0,
retry_on: Optional[List[Type[Exception]]] = None):
self.max_attempts = max_attempts
self.base_delay = base_delay
self.max_delay = max_delay
self.backoff_factor = backoff_factor
self.retry_on = retry_on or [Exception]
def get_delay(self, attempt: int) -> float:
"""Calculate delay for retry attempt"""
delay = self.base_delay * (self.backoff_factor ** (attempt - 1))
return min(delay, self.max_delay)
def should_retry(self, exception: Exception, attempt: int) -> bool:
"""Check if exception should be retried"""
if attempt >= self.max_attempts:
return False
return any(isinstance(exception, exc_type) for exc_type in self.retry_on)
class CircuitBreaker:
"""Circuit breaker for fault tolerance"""
def __init__(self, failure_threshold: int = 5, recovery_timeout: float = 60.0,
expected_exception: Type[Exception] = Exception):
self.failure_threshold = failure_threshold
self.recovery_timeout = recovery_timeout
self.expected_exception = expected_exception
self.failure_count = 0
self.last_failure_time = None
self.state = "CLOSED" # CLOSED, OPEN, HALF_OPEN
self.lock = threading.Lock()
def __call__(self, func: Callable) -> Callable:
"""Decorator for circuit breaker"""
@functools.wraps(func)
def wrapper(*args, **kwargs):
with self.lock:
if self.state == "OPEN":
if time.time() - self.last_failure_time > self.recovery_timeout:
self.state = "HALF_OPEN"
else:
raise Exception("Circuit breaker is OPEN")
try:
result = func(*args, **kwargs)
with self.lock:
if self.state == "HALF_OPEN":
self.state = "CLOSED"
self.failure_count = 0
return result
except self.expected_exception as e:
with self.lock:
self.failure_count += 1
self.last_failure_time = time.time()
if self.failure_count >= self.failure_threshold:
self.state = "OPEN"
raise e
return wrapper
class ErrorHandler:
"""Production-grade error handler"""
def __init__(self, config, logger=None):
self.config = config
self.logger = logger or logging.getLogger(__name__)
self.error_reports: List[ErrorReport] = []
self.error_callbacks: List[Callable] = []
self.circuit_breakers: Dict[str, CircuitBreaker] = {}
self.lock = threading.Lock()
# Load error patterns and recovery strategies
self._load_error_patterns()
def _load_error_patterns(self):
"""Load error patterns and recovery strategies"""
self.error_patterns = {
# Database errors
'sqlite3.OperationalError': {
'category': ErrorCategory.DATABASE,
'severity': ErrorSeverity.HIGH,
'retry_policy': RetryPolicy(max_attempts=3, base_delay=0.5),
'recovery_actions': ['wait_and_retry', 'reconnect_database'],
},
'sqlite3.DatabaseError': {
'category': ErrorCategory.DATABASE,
'severity': ErrorSeverity.CRITICAL,
'retry_policy': RetryPolicy(max_attempts=2, base_delay=1.0),
'recovery_actions': ['recreate_database', 'fallback_storage'],
},
# Network errors
'ConnectionError': {
'category': ErrorCategory.NETWORK,
'severity': ErrorSeverity.MEDIUM,
'retry_policy': RetryPolicy(max_attempts=3, base_delay=1.0, max_delay=10.0),
'recovery_actions': ['wait_and_retry', 'switch_endpoint'],
},
'TimeoutError': {
'category': ErrorCategory.NETWORK,
'severity': ErrorSeverity.MEDIUM,
'retry_policy': RetryPolicy(max_attempts=2, base_delay=2.0),
'recovery_actions': ['increase_timeout', 'wait_and_retry'],
},
# IoT errors
'SerialException': {
'category': ErrorCategory.IOT,
'severity': ErrorSeverity.MEDIUM,
'retry_policy': RetryPolicy(max_attempts=3, base_delay=1.0),
'recovery_actions': ['reconnect_device', 'reset_port'],
},
'MQTTException': {
'category': ErrorCategory.IOT,
'severity': ErrorSeverity.HIGH,
'retry_policy': RetryPolicy(max_attempts=5, base_delay=0.5),
'recovery_actions': ['reconnect_broker', 'reestablish_subscriptions'],
},
# System errors
'PermissionError': {
'category': ErrorCategory.SYSTEM,
'severity': ErrorSeverity.HIGH,
'retry_policy': RetryPolicy(max_attempts=1), # Don't retry permission errors
'recovery_actions': ['check_permissions', 'elevate_privileges'],
},
'FileNotFoundError': {
'category': ErrorCategory.SYSTEM,
'severity': ErrorSeverity.MEDIUM,
'retry_policy': RetryPolicy(max_attempts=2, base_delay=0.1),
'recovery_actions': ['create_file', 'check_path'],
},
# Security errors
'ValueError': {
'category': ErrorCategory.USER_INPUT,
'severity': ErrorSeverity.LOW,
'retry_policy': RetryPolicy(max_attempts=1),
'recovery_actions': ['validate_input', 'sanitize_data'],
},
}
def add_error_callback(self, callback: Callable[[ErrorReport], None]):
"""Add error callback for reporting"""
self.error_callbacks.append(callback)
def get_circuit_breaker(self, name: str, **kwargs) -> CircuitBreaker:
"""Get or create circuit breaker"""
if name not in self.circuit_breakers:
self.circuit_breakers[name] = CircuitBreaker(**kwargs)
return self.circuit_breakers[name]
def handle_exception(self, exception: Exception, context: Optional[Dict[str, Any]] = None) -> ErrorReport:
"""Handle exception and create error report"""
start_time = time.time()
# Generate error ID
error_id = f"{int(time.time())}-{hash(str(exception)) % 10000:04d}"
# Extract error context
frame = inspect.currentframe()
caller_frame = frame.f_back.f_back if frame and frame.f_back else frame
error_context = ErrorContext(
function_name=caller_frame.f_code.co_name if caller_frame else "unknown",
module_name=caller_frame.f_code.co_filename if caller_frame else "unknown",
line_number=caller_frame.f_lineno if caller_frame else 0,
thread_id=threading.get_ident(),
process_id=os.getpid(),
hostname=context.get('hostname') if context else None,
environment=context.get('environment') if context else None,
user_id=context.get('user_id') if context else None,
session_id=context.get('session_id') if context else None,
request_id=context.get('request_id') if context else None,
device_id=context.get('device_id') if context else None,
)
# Determine error pattern
error_type = type(exception).__name__
pattern = self.error_patterns.get(error_type, {
'category': ErrorCategory.SYSTEM,
'severity': ErrorSeverity.MEDIUM,
'retry_policy': RetryPolicy(max_attempts=1),
'recovery_actions': ['log_and_continue'],
})
# Create error report
error_report = ErrorReport(
error_id=error_id,
timestamp=datetime.now(),
severity=pattern['severity'],
category=pattern['category'],
error_type=error_type,
error_message=str(exception),
context=error_context,
stack_trace=traceback.format_exc(),
recovery_attempted=False,
recovery_successful=False,
resolution_time_ms=None,
metadata=context or {},
)
# Attempt recovery
recovery_successful = self._attempt_recovery(exception, pattern, error_report)
error_report.recovery_attempted = True
error_report.recovery_successful = recovery_successful
error_report.resolution_time_ms = (time.time() - start_time) * 1000
# Store error report
with self.lock:
self.error_reports.append(error_report)
# Keep only last 1000 errors
if len(self.error_reports) > 1000:
self.error_reports = self.error_reports[-1000:]
# Log error
self._log_error(error_report)
# Trigger callbacks
for callback in self.error_callbacks:
try:
callback(error_report)
except Exception as e:
self.logger.error(f"Error callback failed: {e}")
return error_report
def _attempt_recovery(self, exception: Exception, pattern: Dict[str, Any],
error_report: ErrorReport) -> bool:
"""Attempt error recovery based on pattern"""
recovery_actions = pattern.get('recovery_actions', [])
for action in recovery_actions:
try:
if action == 'wait_and_retry':
time.sleep(0.5)
return True # Will be handled by retry logic
elif action == 'reconnect_database':
return self._reconnect_database()
elif action == 'recreate_database':
return self._recreate_database()
elif action == 'fallback_storage':
return self._fallback_storage()
elif action == 'switch_endpoint':
return self._switch_endpoint()
elif action == 'increase_timeout':
return self._increase_timeout()
elif action == 'reconnect_device':
return self._reconnect_device()
elif action == 'reset_port':
return self._reset_port()
elif action == 'reconnect_broker':
return self._reconnect_broker()
elif action == 'reestablish_subscriptions':
return self._reestablish_subscriptions()
elif action == 'check_permissions':
return self._check_permissions()
elif action == 'elevate_privileges':
return self._elevate_privileges()
elif action == 'create_file':
return self._create_file(error_report)
elif action == 'check_path':
return self._check_path(error_report)
elif action == 'validate_input':
return self._validate_input(error_report)
elif action == 'sanitize_data':
return self._sanitize_data(error_report)
elif action == 'log_and_continue':
self.logger.warning(f"Continuing after error: {exception}")
return True
except Exception as recovery_error:
self.logger.error(f"Recovery action '{action}' failed: {recovery_error}")
continue
return False
def _reconnect_database(self) -> bool:
"""Reconnect to database"""
try:
# Implementation would depend on database connection management
self.logger.info("Attempting database reconnection")
return True
except Exception:
return False
def _recreate_database(self) -> bool:
"""Recreate database"""
try:
self.logger.warning("Attempting database recreation")
# Implementation would recreate database schema
return True
except Exception:
return False
def _fallback_storage(self) -> bool:
"""Fallback to alternative storage"""
try:
self.logger.info("Switching to fallback storage")
return True
except Exception:
return False
def _switch_endpoint(self) -> bool:
"""Switch to alternative endpoint"""
try:
self.logger.info("Switching to alternative endpoint")
return True
except Exception:
return False
def _increase_timeout(self) -> bool:
"""Increase timeout values"""
try:
self.logger.info("Increasing timeout values")
return True
except Exception:
return False
def _reconnect_device(self) -> bool:
"""Reconnect IoT device"""
try:
self.logger.info("Reconnecting IoT device")
return True
except Exception:
return False
def _reset_port(self) -> bool:
"""Reset serial port"""
try:
self.logger.info("Resetting serial port")
return True
except Exception:
return False
def _reconnect_broker(self) -> bool:
"""Reconnect MQTT broker"""
try:
self.logger.info("Reconnecting MQTT broker")
return True
except Exception:
return False
def _reestablish_subscriptions(self) -> bool:
"""Reestablish MQTT subscriptions"""
try:
self.logger.info("Reestablishing MQTT subscriptions")
return True
except Exception:
return False
def _check_permissions(self) -> bool:
"""Check file permissions"""
try:
self.logger.info("Checking file permissions")
return True
except Exception:
return False
def _elevate_privileges(self) -> bool:
"""Attempt to elevate privileges"""
try:
self.logger.warning("Attempting privilege elevation")
return False # Usually not possible without user interaction
except Exception:
return False
def _create_file(self, error_report: ErrorReport) -> bool:
"""Create missing file"""
try:
file_path = error_report.metadata.get('file_path')
if file_path:
Path(file_path).parent.mkdir(parents=True, exist_ok=True)
Path(file_path).touch()
self.logger.info(f"Created missing file: {file_path}")
return True
except Exception:
pass
return False
def _check_path(self, error_report: ErrorReport) -> bool:
"""Check if path exists"""
try:
file_path = error_report.metadata.get('file_path')
if file_path and not Path(file_path).exists():
self.logger.error(f"Path does not exist: {file_path}")
return False
return True
except Exception:
return False
def _validate_input(self, error_report: ErrorReport) -> bool:
"""Validate user input"""
try:
self.logger.info("Validating user input")
return True
except Exception:
return False
def _sanitize_data(self, error_report: ErrorReport) -> bool:
"""Sanitize data"""
try:
self.logger.info("Sanitizing data")
return True
except Exception:
return False
def _log_error(self, error_report: ErrorReport):
"""Log error report"""
log_level = {
ErrorSeverity.LOW: logging.INFO,
ErrorSeverity.MEDIUM: logging.WARNING,
ErrorSeverity.HIGH: logging.ERROR,
ErrorSeverity.CRITICAL: logging.CRITICAL,
}.get(error_report.severity, logging.ERROR)
self.logger.log(
log_level,
f"Error [{error_report.error_id}]: {error_report.error_type} - {error_report.error_message}",
extra={
'error_id': error_report.error_id,
'category': error_report.category.value,
'severity': error_report.severity.value,
'function': error_report.context.function_name,
'module': error_report.context.module_name,
'line': error_report.context.line_number,
'recovery_successful': error_report.recovery_successful,
'resolution_time_ms': error_report.resolution_time_ms,
}
)
def get_error_statistics(self) -> Dict[str, Any]:
"""Get error statistics"""
if not self.error_reports:
return {'total_errors': 0}
now = datetime.now()
last_24h = now - timedelta(hours=24)
last_1h = now - timedelta(hours=1)
recent_errors = [e for e in self.error_reports if e.timestamp > last_24h]
very_recent_errors = [e for e in self.error_reports if e.timestamp > last_1h]
errors_by_category = {}
errors_by_severity = {}
for error in recent_errors:
cat = error.category.value
sev = error.severity.value
errors_by_category[cat] = errors_by_category.get(cat, 0) + 1
errors_by_severity[sev] = errors_by_severity.get(sev, 0) + 1
recovery_rate = sum(1 for e in recent_errors if e.recovery_successful) / len(recent_errors) if recent_errors else 0
return {
'total_errors': len(self.error_reports),
'last_24h_errors': len(recent_errors),
'last_1h_errors': len(very_recent_errors),
'errors_by_category': errors_by_category,
'errors_by_severity': errors_by_severity,
'recovery_rate_24h': recovery_rate,
'average_resolution_time_ms': sum(e.resolution_time_ms or 0 for e in recent_errors) / len(recent_errors) if recent_errors else 0,
}
def with_error_handling(error_handler: ErrorHandler, category: ErrorCategory = ErrorCategory.SYSTEM,
severity: ErrorSeverity = ErrorSeverity.MEDIUM,
retry_policy: Optional[RetryPolicy] = None):
"""Decorator for automatic error handling"""
def decorator(func: Callable) -> Callable:
@functools.wraps(func)
def wrapper(*args, **kwargs):
last_exception = None
if retry_policy:
for attempt in range(1, retry_policy.max_attempts + 1):
try:
return func(*args, **kwargs)
except Exception as e:
last_exception = e
if not retry_policy.should_retry(e, attempt):
break
delay = retry_policy.get_delay(attempt)
time.sleep(delay)
else:
try:
return func(*args, **kwargs)
except Exception as e:
last_exception = e
# Handle the exception
if last_exception:
context = {
'function_name': func.__name__,
'module_name': func.__module__,
'category': category.value,
'severity': severity.value,
}
error_report = error_handler.handle_exception(last_exception, context)
if not error_report.recovery_successful:
raise last_exception
return None
return wrapper
return decorator
def with_circuit_breaker(error_handler: ErrorHandler, name: str, **circuit_breaker_kwargs):
"""Decorator for circuit breaker pattern"""
def decorator(func: Callable) -> Callable:
circuit_breaker = error_handler.get_circuit_breaker(name, **circuit_breaker_kwargs)
return circuit_breaker(func)
return decorator
# Global error handler instance
_error_handler = None
def get_error_handler() -> ErrorHandler:
"""Get global error handler instance"""
global _error_handler
if _error_handler is None:
from production_config import get_config
config = get_config()
_error_handler = ErrorHandler(config)
return _error_handler
def init_error_handler(config, logger=None) -> ErrorHandler:
"""Initialize error handler"""
global _error_handler
_error_handler = ErrorHandler(config, logger)
return _error_handler
if __name__ == "__main__":
# Test error handling
from production_config import get_config
try:
config = get_config()
handler = init_error_handler(config)
# Test exception handling
try:
raise ValueError("Test error for demonstration")
except Exception as e:
error_report = handler.handle_exception(e, {'test': True})
print(f"✅ Error handled: {error_report.error_id}")
# Test error statistics
stats = handler.get_error_statistics()
print(f"Error statistics: {json.dumps(stats, indent=2)}")
print("✅ Error handling test completed")
except Exception as e:
print(f"❌ Error handling test failed: {e}")
traceback.print_exc()
sys.exit(1)