I'm running into an issue where sometimes the stat...
# troubleshooting
o
I'm running into an issue where sometimes the state value I get from the RocksDB state backend is just wrong. For example • I store an integer into a value state, but can randomly get back a completely different integer. • Occasionally running into java.io.EOFException when reading a String value Does this sound like a possible issue when using the RocksDB state backend? Or am I crazy?
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The case when the integer becomes a random other integer is very difficult to debug, but I have logs that shows this. For reading strings, an exception out of it is
d
what version of Flink and RocksDB are you using?
Here are some steps you could try: 1.Verify Serializers: Double-check your type serializers for correctness, especially for custom types. 2 Check Logs and Configurations: Look for any warning or error messages in Flink’s logs that might indicate issues with RocksDB or state handling. Review your RocksDB state backend configurations. 3 Upgrade Flink: If you’re not on the latest version, consider upgrading to benefit from potential bug fixes. 4 Hardware and Disk Checks: Verify that your disk is healthy and has sufficient space. Unstable or failing hardware can cause data corruption. 5 Enable More Debugging: Increase Flink’s logging level to DEBUG for classes related to state handling and RocksDB to get more insights into what’s happening under the hood. 6 Test with Different Backend: As a diagnostic step, you could temporarily switch to a different state backend (like the Heap backend, for testing purposes only) to isolate whether the issue is specific to RocksDB.
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Let us know version information and also how the checks go starting with serializers.
j
Hi @Odin Wang, have you find the root cause? I also get same error.