[serve] fix lightweight update max ongoing requests #45006
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When a lightweight update occurs for a deployment and `max_ongoing_requests` is updated, two components need to be notified: 1. Deployment handles, to know not to send more requests to a replica when it's reached its maximum 2. Replicas, to know to reject requests when it's reached its maximum Right now we handle (1), but we don't handle (2), i.e. replicas aren't notified of the updated `max_ongoing_requests` for lightweight updates. The problem is that (1) is not strict enforcement of `max_ongoing_requests` since it relies on a cache that can be stale, so the current bug is that replicas aren't updated -> updated max is not fully enforced. This PR fixes that, and updates a test to fully test this behavior. Fixes ray-project#44975. Signed-off-by: Cindy Zhang <cindyzyx9@gmail.com>
shrekris-anyscale
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Apr 29, 2024
| @@ -117,7 +117,7 @@ class DeploymentConfig(BaseModel): | |||
| ) | |||
| max_ongoing_requests: PositiveInt = Field( | |||
| default=DEFAULT_MAX_ONGOING_REQUESTS, | |||
| update_type=DeploymentOptionUpdateType.NeedsReconfigure, | |||
| update_type=DeploymentOptionUpdateType.NeedsActorReconfigure, | |||
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What is the behavior if the number of queued requests exceeds the new max? Does the replica simply drain the queue until it reaches the new max before accepting new requests?
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[serve] fix lightweight update max ongoing requests
When a lightweight update occurs for a deployment and
max_ongoing_requestsis updated, two components need to be notified:Right now we handle (1), but we don't handle (2), i.e. replicas aren't notified of the updated
max_ongoing_requestsfor lightweight updates. The problem is that (1) is not strict enforcement ofmax_ongoing_requestssince it relies on a cache that can be stale, so the current bug is that replicas aren't updated -> updated max is not fully enforced.This PR fixes that, and updates a test to fully test this behavior.
Fixes #44975.
Signed-off-by: Cindy Zhang cindyzyx9@gmail.com