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We found this is occured when spark-connector-xxx.jar was loaded before slf4j.jar which already in ${spark_home}/jars.
The spark-connector-xxx.jar containes slf4j class which is 2.* versrion, and spark sl4j.jar is 1.x. The two versions are not compatible. We should not package slf4j in spark-connector-xxx.jar.
Error message and/or stacktrace
No SLF4J providers were found.
How to reproduce
Continuously restarting Spark SQL. Occasionally, there will be one or two occurrences.