Overall revamp of connection pool, retries and timeouts

[achimnol]

I'm experiencing many issues (already reported here by other people) related with the (blocking) connection pool in the asyncio version.

I had to rollback and pin my dependency version to 4.5.5 currently. (lablup/backend.ai#1620)

Since there are already many reports, here I would instead suggest some high-level design suggestions:

• The redis-py users should be able to distinguish:
  • The connection is closed by myself.
  • The connection is actively closed by the server after sending responses.
  • The connection is abruptly closed by the server without sending responses.
  • The client is evicted due to a server-side limit.
• Improvements for timeouts
  • Distinguish:
    • connection ready timeout in the blocking connection pool
    • socket connection timeout
    • response timeout
  • These timeouts should be treated differently in the intrinsic retry subsystem and distinguishable by subclasses of ConnectionError and/or TimeoutError to ease writing user-defined retry mechanisms.
    • e.g., Within the connection ready timeout, we should silenty wait and retry until we get a connection from a blocking connection pool.
    • The response timeout for non-blocking (GET, SET, ...) and blocking commands (BLPOP, XREAD, ...) should be considered a different condition: active error vs. polling.
      • It would be nice to have explicit examples/docs on how to write a polling loop around blocking commands with proper timeout and retry handling.
      • Please refer: https://github.com/lablup/backend.ai/blob/833ed5477d57846e568b17fec35c82300111a519/src/ai/backend/common/redis_helper.py#L174
    • Blocking command timeout cannot exceed client's socket_timeout #2807
    • Retrying not working when executing Redis Pipeline for retry_on_error exceptions #2973
    • With blocking xread, redis connection can be released while still waiting for response #2663
  • Maybe we could refer the design of aiohttp.ClientTimeout.
• BlockingConnectionPool should be the default.
  • ConnectionPool's default max_connections should be a more reasonable number.
    • Reduce default max_connections number #2220
  • Use a blocking connection pool in the async RedisCluster instead of managing connections synchronously #2522
  • BlockingConnectionPool does not recover if redis disconnects. #3034
  • BlockingConnectionPool deadlock (double condition.acquire) #3056
  • There are issues to resolve first, though...
    • "No connection available" errors since 5.0.1 #2995
    • Instantiating BlockingConnectionPool.from_url with timeout in query args fails #2983
    • Refactor how asyncio.BlockingConnectionPool gets connection. #2998
      • Fix incorrect lock scope in BlockingConnectionPool #2997
      • Fix socket garbage collection #2859
        • Issue #2749: Remove unnecessary __del__ handlers #2755
          • After Upgrading to 4.5.4 we're getting Task was destroyed but it is pending! #2749
    • Remove idle connections periodically #2992
      • Question: When do released connections expire? #445
    • Error-prone behaviour of SELECT command in combination with connection pool #3124
• Better connection pool design and abstraction to embrace underyling transport type differences and errors with connections
  • Async redis subscription inside websocket doesn't shut down properly  #2523
  • "Connection closed by server." #2773
  • redis's connection pool makes me wonder #2832
  • Exceptions, redis and asyncio #2727
  • redis.exceptions.ConnectionError with 4.5.2 #2636
  • Optionally disable disconnects in read_response #2695
  • Fix ConnectionPool deadlock triggered by gc #3000 (though this is a thread usecase)
    • A deadlock is encountered when invoking the 'subscribe' function. #2883
  • Stderr backtrace caused by redis.client.Redis.__del__ on process exit. #3014
  • Why warn on e.g. "Unclosed RedisCluster client"? #3026
  • Redis connection release after reset #3043
• The sentinel's connection pool should also have the blocking version.
  • Currently there is no BlockingSentinelConnectionPool.
  • Rotating Slaves in Sentinel fails when hitting last slave in SentinelConnectionPool. #2956
  • We need to clearly define whether the delay after connecting to the sentinel but before connecting to the target master/slave is included in the socket connection timeout or not.
• The new CLIENT SETINFO mechanism should be generalized.
  • Add support for new redis command CLIENT SETINFO #2682
  • What if a failure occurs during sending this command?
    • In my test cases which test retries with a sentinel master failover or a redis server restart, this CLIENT SETINFO breaks the retry semantic.
    • Could we enforce the intrinsic/user-defined retry on such event?
  • What if a user wants to insert additional commands like CLIENT SETNAME or CLIENT NO-EVICT on?
  • Maybe we could refactor it as a connection-establishment callback, whose failure is ignored before disposing the faulty connection.
    • Make the connection callback methods public again, add documentation #2980
      • AbstractConnection.register_connect_callback was made private in version 5.0.1 #2965
• Backport policy for bug fixes
  • Since I had to rollback to 4.5.5 after trying 4.6.0 → 5.0.1 upgrade with connection leak experience, it would be nice to have a backport policy for critical bug fixes.

[achimnol]

I'm not sure how to fix these problems without breaking the existing users. It seems that many of the problems are intertwined and having a better design and abstraction of connection and connection pools would be the way to go.

I understand that the list may look intimidating for the maintainers—I'm not urging to fix them ASAP, but hoping that this list would be a guide to embrace the issues in a more holistic view.

[martinitus]

For a new user it is really quite hard to understand whats going on with the connection ConnectionPool, Redis, and Connection objects. - E.g. I am trying to figure out if the retry functionality works with Azure AD authentication in the case that my password (token) expires while I am holding a connection from the pool.

Another couple of suggestions.

• use with and async with to make sure, connections that are taken from the pool will be returned.
  E.g.

async with pool.take() as redis:
   await redis.set("foo","bar")

• directly hand the user of the pool a working client (Redis) object
• discard and recreate connections instead of trying to fix (reconnect them). Follow RAII (resource acquisition is initialization).
  • A connection will be connected when created. and only then added to the pool
  • a failure indicates the connection is broken. it will be cleaned up and removed from the pool
  • the pool will (already) automatically create new ones if required

Just some thoughts...

[achimnol]

Looking forward to what happens in #3200! 👀

[SorianoMarmol]

For a new user it is really quite hard to understand whats going on with the connection ConnectionPool, Redis, and Connection objects. - E.g. I am trying to figure out if the retry functionality works with Azure AD authentication in the case that my password (token) expires while I am holding a connection from the pool.

Do you have any clues or guidance on this? I am analyzing the same authentication, though in my case it's not just Redis, but also Celery, django-redis, python redis lock...