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.