fleet-memory/hindsight-api-slim/hindsight_api/engine/db_utils.py
Nicolò Boschi 15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00

112 lines
3.4 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)
if isinstance(e, asyncpg.exceptions.DeadlockDetectedError):
logger.warning(
f"Deadlock detected during parallel document processing — this is expected and will resolve automatically "
f"(attempt {attempt + 1}/{max_retries + 1}, retrying in {delay:.1f}s)"
)
else:
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)