apache / beam

Apache Beam is a unified programming model for Batch and Streaming data processing.
https://beam.apache.org/
Apache License 2.0
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[Bug]: Regression: spannerio RESOURCE_EXHAUSTED: No session available in the pool #32697

Closed nielm closed 1 month ago

nielm commented 1 month ago

What happened?

31663 introduced a regression in Dataflow for streaming pipelines using spannerIO

Spanner has a max number of 400 sessions in a session pool, where a session is used for a read or a write operation.

When using streaming pipelines on Dataflow with a high degree of parallelisation, where each work item can be both reading from and writing to spanner, Dataflow will have up to 300 threads per worker, which potentially means 300 simultaneous read sessions, and 300 simultaneous downstream writes.

In some scenarios, this can lead to session pool exhaustion, followed by a worker failing due to this flag with the following stack trace:

Error message from worker: generic::unknown:
org.apache.beam.sdk.util.UserCodeException: com.google.cloud.spanner.SpannerException: RESOURCE_EXHAUSTED: No session available in the pool. Maximum number of sessions in the pool can be overridden by invoking 
SessionPoolOptions#Builder#setMaxSessions. Client can be made to block rather than fail by setting
SessionPoolOptions#Builder#setBlockIfPoolExhausted.
There are currently 400 sessions checked out:

com.google.cloud.spanner.SessionPool$LeakedSessionException: Session was checked out from the pool at 2024-10-03T08:30:13.020Z

com.google.cloud.spanner.SessionPool$PooledSessionFuture.markCheckedOut(SessionPool.java:1338)
com.google.cloud.spanner.SessionPool$PooledSessionFuture.access$6200(SessionPool.java:1317)
com.google.cloud.spanner.SessionPool.checkoutSession(SessionPool.java:3270)

reverted in #32694

Issue Priority

Priority: 2 (default / most bugs should be filed as P2)

Issue Components

github-actions[bot] commented 1 month ago

Label cannot be managed because it does not exist in the repo. Please check your spelling.

nielm commented 1 month ago

.add-labels spanner,io,streaming,gcp,dataflow

nielm commented 1 month ago

@Abacn