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Transaction context inconsistency was detected between the current thread and the Spark session. This typically occurs when a Spark session is shared across multiple threads. Please use a dedicated session and thread for each transaction, and commit/rollback the transaction in its thread before reusing the session and thread for a new transaction. Details:
ACTIVE_IN_SPARK_SESSION_BUT_NOT_IN_THREAD
A transaction is active in the Spark session but not in the current thread.
ACTIVE_IN_THREAD_BUT_NOT_IN_SPARK_SESSION
A transaction is active in the current thread but not in the Spark session.
ID_MISMATCH
Transaction IDs do not match between the current thread and the Spark session.
INITIALIZATION_CONFLICT
There is a race condition when attempting to start multiple transactions on the same Spark session from different threads.