Compare commits
2 Commits
fix/693-te
...
fix/752
| Author | SHA1 | Date | |
|---|---|---|---|
| 10d7cd7d0c | |||
| 28c285a8b6 |
55
tests/test_error_classifier.py
Normal file
55
tests/test_error_classifier.py
Normal file
@@ -0,0 +1,55 @@
|
||||
"""
|
||||
Tests for error classification (#752).
|
||||
"""
|
||||
|
||||
import pytest
|
||||
from tools.error_classifier import classify_error, ErrorCategory, ErrorClassification
|
||||
|
||||
|
||||
class TestErrorClassification:
|
||||
def test_timeout_is_retryable(self):
|
||||
err = Exception("Connection timed out")
|
||||
result = classify_error(err)
|
||||
assert result.category == ErrorCategory.RETRYABLE
|
||||
assert result.should_retry is True
|
||||
|
||||
def test_429_is_retryable(self):
|
||||
err = Exception("Rate limit exceeded")
|
||||
result = classify_error(err, response_code=429)
|
||||
assert result.category == ErrorCategory.RETRYABLE
|
||||
assert result.should_retry is True
|
||||
|
||||
def test_404_is_permanent(self):
|
||||
err = Exception("Not found")
|
||||
result = classify_error(err, response_code=404)
|
||||
assert result.category == ErrorCategory.PERMANENT
|
||||
assert result.should_retry is False
|
||||
|
||||
def test_403_is_permanent(self):
|
||||
err = Exception("Forbidden")
|
||||
result = classify_error(err, response_code=403)
|
||||
assert result.category == ErrorCategory.PERMANENT
|
||||
assert result.should_retry is False
|
||||
|
||||
def test_500_is_retryable(self):
|
||||
err = Exception("Internal server error")
|
||||
result = classify_error(err, response_code=500)
|
||||
assert result.category == ErrorCategory.RETRYABLE
|
||||
assert result.should_retry is True
|
||||
|
||||
def test_schema_error_is_permanent(self):
|
||||
err = Exception("Schema validation failed")
|
||||
result = classify_error(err)
|
||||
assert result.category == ErrorCategory.PERMANENT
|
||||
assert result.should_retry is False
|
||||
|
||||
def test_unknown_is_retryable_with_caution(self):
|
||||
err = Exception("Some unknown error")
|
||||
result = classify_error(err)
|
||||
assert result.category == ErrorCategory.UNKNOWN
|
||||
assert result.should_retry is True
|
||||
assert result.max_retries == 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
233
tools/error_classifier.py
Normal file
233
tools/error_classifier.py
Normal file
@@ -0,0 +1,233 @@
|
||||
"""
|
||||
Tool Error Classification — Retryable vs Permanent.
|
||||
|
||||
Classifies tool errors so the agent retries transient errors
|
||||
but gives up on permanent ones immediately.
|
||||
"""
|
||||
|
||||
import logging
|
||||
import re
|
||||
import time
|
||||
from dataclasses import dataclass
|
||||
from enum import Enum
|
||||
from typing import Optional, Dict, Any
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class ErrorCategory(Enum):
|
||||
"""Error category classification."""
|
||||
RETRYABLE = "retryable"
|
||||
PERMANENT = "permanent"
|
||||
UNKNOWN = "unknown"
|
||||
|
||||
|
||||
@dataclass
|
||||
class ErrorClassification:
|
||||
"""Result of error classification."""
|
||||
category: ErrorCategory
|
||||
reason: str
|
||||
should_retry: bool
|
||||
max_retries: int
|
||||
backoff_seconds: float
|
||||
error_code: Optional[int] = None
|
||||
error_type: Optional[str] = None
|
||||
|
||||
|
||||
# Retryable error patterns
|
||||
_RETRYABLE_PATTERNS = [
|
||||
# HTTP status codes
|
||||
(r"\b429\b", "rate limit", 3, 5.0),
|
||||
(r"\b500\b", "server error", 3, 2.0),
|
||||
(r"\b502\b", "bad gateway", 3, 2.0),
|
||||
(r"\b503\b", "service unavailable", 3, 5.0),
|
||||
(r"\b504\b", "gateway timeout", 3, 5.0),
|
||||
|
||||
# Timeout patterns
|
||||
(r"timeout", "timeout", 3, 2.0),
|
||||
(r"timed out", "timeout", 3, 2.0),
|
||||
(r"TimeoutExpired", "timeout", 3, 2.0),
|
||||
|
||||
# Connection errors
|
||||
(r"connection refused", "connection refused", 2, 5.0),
|
||||
(r"connection reset", "connection reset", 2, 2.0),
|
||||
(r"network unreachable", "network unreachable", 2, 10.0),
|
||||
(r"DNS", "DNS error", 2, 5.0),
|
||||
|
||||
# Transient errors
|
||||
(r"temporary", "temporary error", 2, 2.0),
|
||||
(r"transient", "transient error", 2, 2.0),
|
||||
(r"retry", "retryable", 2, 2.0),
|
||||
]
|
||||
|
||||
# Permanent error patterns
|
||||
_PERMANENT_PATTERNS = [
|
||||
# HTTP status codes
|
||||
(r"\b400\b", "bad request", "Invalid request parameters"),
|
||||
(r"\b401\b", "unauthorized", "Authentication failed"),
|
||||
(r"\b403\b", "forbidden", "Access denied"),
|
||||
(r"\b404\b", "not found", "Resource not found"),
|
||||
(r"\b405\b", "method not allowed", "HTTP method not supported"),
|
||||
(r"\b409\b", "conflict", "Resource conflict"),
|
||||
(r"\b422\b", "unprocessable", "Validation error"),
|
||||
|
||||
# Schema/validation errors
|
||||
(r"schema", "schema error", "Invalid data schema"),
|
||||
(r"validation", "validation error", "Input validation failed"),
|
||||
(r"invalid.*json", "JSON error", "Invalid JSON"),
|
||||
(r"JSONDecodeError", "JSON error", "JSON parsing failed"),
|
||||
|
||||
# Authentication
|
||||
(r"api.?key", "API key error", "Invalid or missing API key"),
|
||||
(r"token.*expir", "token expired", "Authentication token expired"),
|
||||
(r"permission", "permission error", "Insufficient permissions"),
|
||||
|
||||
# Not found patterns
|
||||
(r"not found", "not found", "Resource does not exist"),
|
||||
(r"does not exist", "not found", "Resource does not exist"),
|
||||
(r"no such file", "file not found", "File does not exist"),
|
||||
|
||||
# Quota/billing
|
||||
(r"quota", "quota exceeded", "Usage quota exceeded"),
|
||||
(r"billing", "billing error", "Billing issue"),
|
||||
(r"insufficient.*funds", "billing error", "Insufficient funds"),
|
||||
]
|
||||
|
||||
|
||||
def classify_error(error: Exception, response_code: Optional[int] = None) -> ErrorClassification:
|
||||
"""
|
||||
Classify an error as retryable or permanent.
|
||||
|
||||
Args:
|
||||
error: The exception that occurred
|
||||
response_code: HTTP response code if available
|
||||
|
||||
Returns:
|
||||
ErrorClassification with retry guidance
|
||||
"""
|
||||
error_str = str(error).lower()
|
||||
error_type = type(error).__name__
|
||||
|
||||
# Check response code first
|
||||
if response_code:
|
||||
if response_code in (429, 500, 502, 503, 504):
|
||||
return ErrorClassification(
|
||||
category=ErrorCategory.RETRYABLE,
|
||||
reason=f"HTTP {response_code} - transient server error",
|
||||
should_retry=True,
|
||||
max_retries=3,
|
||||
backoff_seconds=5.0 if response_code == 429 else 2.0,
|
||||
error_code=response_code,
|
||||
error_type=error_type,
|
||||
)
|
||||
elif response_code in (400, 401, 403, 404, 405, 409, 422):
|
||||
return ErrorClassification(
|
||||
category=ErrorCategory.PERMANENT,
|
||||
reason=f"HTTP {response_code} - client error",
|
||||
should_retry=False,
|
||||
max_retries=0,
|
||||
backoff_seconds=0,
|
||||
error_code=response_code,
|
||||
error_type=error_type,
|
||||
)
|
||||
|
||||
# Check retryable patterns
|
||||
for pattern, reason, max_retries, backoff in _RETRYABLE_PATTERNS:
|
||||
if re.search(pattern, error_str, re.IGNORECASE):
|
||||
return ErrorClassification(
|
||||
category=ErrorCategory.RETRYABLE,
|
||||
reason=reason,
|
||||
should_retry=True,
|
||||
max_retries=max_retries,
|
||||
backoff_seconds=backoff,
|
||||
error_type=error_type,
|
||||
)
|
||||
|
||||
# Check permanent patterns
|
||||
for pattern, error_code, reason in _PERMANENT_PATTERNS:
|
||||
if re.search(pattern, error_str, re.IGNORECASE):
|
||||
return ErrorClassification(
|
||||
category=ErrorCategory.PERMANENT,
|
||||
reason=reason,
|
||||
should_retry=False,
|
||||
max_retries=0,
|
||||
backoff_seconds=0,
|
||||
error_type=error_type,
|
||||
)
|
||||
|
||||
# Default: unknown, treat as retryable with caution
|
||||
return ErrorClassification(
|
||||
category=ErrorCategory.UNKNOWN,
|
||||
reason=f"Unknown error type: {error_type}",
|
||||
should_retry=True,
|
||||
max_retries=1,
|
||||
backoff_seconds=1.0,
|
||||
error_type=error_type,
|
||||
)
|
||||
|
||||
|
||||
def execute_with_retry(
|
||||
func,
|
||||
*args,
|
||||
max_retries: int = 3,
|
||||
backoff_base: float = 1.0,
|
||||
**kwargs,
|
||||
) -> Any:
|
||||
"""
|
||||
Execute a function with automatic retry on retryable errors.
|
||||
|
||||
Args:
|
||||
func: Function to execute
|
||||
*args: Function arguments
|
||||
max_retries: Maximum retry attempts
|
||||
backoff_base: Base backoff time in seconds
|
||||
**kwargs: Function keyword arguments
|
||||
|
||||
Returns:
|
||||
Function result
|
||||
|
||||
Raises:
|
||||
Exception: If permanent error or max retries exceeded
|
||||
"""
|
||||
last_error = None
|
||||
|
||||
for attempt in range(max_retries + 1):
|
||||
try:
|
||||
return func(*args, **kwargs)
|
||||
except Exception as e:
|
||||
last_error = e
|
||||
|
||||
# Classify the error
|
||||
classification = classify_error(e)
|
||||
|
||||
logger.info(
|
||||
"Attempt %d/%d failed: %s (%s, retryable: %s)",
|
||||
attempt + 1, max_retries + 1,
|
||||
classification.reason,
|
||||
classification.category.value,
|
||||
classification.should_retry,
|
||||
)
|
||||
|
||||
# If permanent error, fail immediately
|
||||
if not classification.should_retry:
|
||||
logger.error("Permanent error: %s", classification.reason)
|
||||
raise
|
||||
|
||||
# If this was the last attempt, raise
|
||||
if attempt >= max_retries:
|
||||
logger.error("Max retries (%d) exceeded", max_retries)
|
||||
raise
|
||||
|
||||
# Calculate backoff with exponential increase
|
||||
backoff = backoff_base * (2 ** attempt)
|
||||
logger.info("Retrying in %.1fs...", backoff)
|
||||
time.sleep(backoff)
|
||||
|
||||
# Should not reach here, but just in case
|
||||
raise last_error
|
||||
|
||||
|
||||
def format_error_report(classification: ErrorClassification) -> str:
|
||||
"""Format error classification as a report string."""
|
||||
icon = "🔄" if classification.should_retry else "❌"
|
||||
return f"{icon} {classification.category.value}: {classification.reason}"
|
||||
Reference in New Issue
Block a user