fleet-memory/hindsight-api/hindsight_api/engine/db_utils.py

106 lines
3 KiB
Python

"""
Database utility functions for connection management with retry logic.
"""
import asyncio
import logging
from contextlib import asynccontextmanager
import asyncpg
logger = logging.getLogger(__name__)
# Default retry configuration for database operations
DEFAULT_MAX_RETRIES = 3
DEFAULT_BASE_DELAY = 0.5 # seconds
DEFAULT_MAX_DELAY = 5.0 # seconds
# Exceptions that indicate transient connection issues worth retrying
RETRYABLE_EXCEPTIONS = (
asyncpg.exceptions.InterfaceError,
asyncpg.exceptions.ConnectionDoesNotExistError,
asyncpg.exceptions.TooManyConnectionsError,
asyncpg.exceptions.DeadlockDetectedError,
OSError,
ConnectionError,
asyncio.TimeoutError,
)
async def retry_with_backoff(
func,
max_retries: int = DEFAULT_MAX_RETRIES,
base_delay: float = DEFAULT_BASE_DELAY,
max_delay: float = DEFAULT_MAX_DELAY,
retryable_exceptions: tuple = RETRYABLE_EXCEPTIONS,
):
"""
Execute an async function with exponential backoff retry.
Args:
func: Async function to execute
max_retries: Maximum number of retry attempts
base_delay: Initial delay between retries (seconds)
max_delay: Maximum delay between retries (seconds)
retryable_exceptions: Tuple of exception types to retry on
Returns:
Result of the function
Raises:
The last exception if all retries fail
"""
last_exception = None
for attempt in range(max_retries + 1):
try:
return await func()
except retryable_exceptions as e:
last_exception = e
if attempt < max_retries:
delay = min(base_delay * (2**attempt), max_delay)
logger.warning(
f"Database operation failed (attempt {attempt + 1}/{max_retries + 1}): {e}. "
f"Retrying in {delay:.1f}s..."
)
await asyncio.sleep(delay)
else:
logger.error(f"Database operation failed after {max_retries + 1} attempts: {e}")
raise last_exception
@asynccontextmanager
async def acquire_with_retry(pool: asyncpg.Pool, max_retries: int = DEFAULT_MAX_RETRIES):
"""
Async context manager to acquire a connection with retry logic.
Usage:
async with acquire_with_retry(pool) as conn:
await conn.execute(...)
Args:
pool: The asyncpg connection pool
max_retries: Maximum number of retry attempts
Yields:
An asyncpg connection
"""
import time
start = time.time()
async def acquire():
return await pool.acquire()
conn = await retry_with_backoff(acquire, max_retries=max_retries)
acquire_time = time.time() - start
# Log slow connection acquisitions (indicates pool contention)
if acquire_time > 0.05: # 50ms threshold
pool_size = pool.get_size()
pool_free = pool.get_idle_size()
logger.warning(f"[DB POOL] Slow acquire: {acquire_time:.3f}s | size={pool_size}, idle={pool_free}")
try:
yield conn
finally:
await pool.release(conn)