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Change UnboundedSourceAsSdfWrapperFn to share the cache across instances. #33901
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R: @kennknowles I don't really like the utility class name, let me know if you have some better idea. It seems like this could be a common use within DoFns. For example, @sjvanrossum made me think of this concern in his work on Kafka source in #32986 |
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…es of a DoFn and use it in UnboundedSourceAsSdfWrapperFn to cache Readers across dofn instances
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@sjvanrossum I tried to abstract your caching in the KafkaSDF here since there would be similar concerns about a static cache for this dofn. |
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That looks good to me, thanks for distilling it into a utility class! As to naming, this is essentially a Drawing inspiration from Guava's |
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The only pitfall I can think of is if it was used out of context in a DoFn that was used twice without being instantiated separately at each site. But this deep under the hood I think that is a pretty far fetched concern.
* <p>Specifically the wrapped supplier will be called once and the result memoized per group consisting | ||
* of an instance and all instances deserialized from its serialized state. | ||
* | ||
* <p>A particular use for this is within a DoFn class to maintain shared state across all instances |
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Fancy! It took me a minute to understand how this works.
Use executor to close as there were previous problems closing inline with dataflow reader cache.
@kennknowles Could you take another look? I realized that we have to worry now about concurrent cache access (before the DoFn being single-use-at-a-time prevented that) and the get/invalidate as separate methods could be racy. So I looked at dataflow runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/ReaderCache.java and changed to use the concurrentmap directly as it does. While there I noticed that there were previously problems due to close blocking so I made this similarly async. http://issues.apache.org/jira/browse/BEAM-11401 |
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Interesting. The race is still there, right? The async close could be racing with some other usage of it, no? But it won't block the current thread is the main thing.
closeExecutor.execute( | ||
() -> { | ||
try { | ||
Preconditions.checkNotNull(removalNotification.getValue()) |
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nit: this doesn't actually change anything, as it will just throw an NPE same as if you didn't use it. So prefer to use Beam SDK's own Preconditions which have checkArgumentNotNull
(throws IllegalArgumentException
) and checkStateNotNull
(throws IllegalStateException
)
Out of curiosity, I looked at the docs on RemovalNotification I believe if the value is null here that means it was already garbage collected. Since you aren't using weakValues
this will never happen. But if you wanted this code to be agnostic to the cache configuration a bit, you could just check if it is null and return early.
The race was more with the get from the cache and separate invalidate. Since there are simulataneous dofns both could get the same value where we want more of acquire/checkout semantics so that there is just one user. That was addressed using the atomic asMap().remove() instead of the separate get/invalidate methods. It's true long closes could still be an issue but at least they aren't blocking unrelated processing threads. |
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failures are unrelated |
Add a utility class to enable sharing across all deserialized instances of a DoFn and use it in UnboundedSourceAsSdfWrapperFn to cache Readers across dofn instances.
fixes #32968
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