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On deleting few kafka topics and creating same topics again there Not Leader for this partition exception while Producing/Consuming and was reading old meta data.
NOTE- It is dangerous to use -Dzookeeper.skipACL=yes property and instead it is recommended to use kafka service principal if in case you need to delete the znode for kafka topics.