Elastic search host unreachable

I am running elasticsearch and logstash in kubernetes. I used statefulset to run ealsticsearch data nodes. The problem arise when i try to upgrade data nodes using rolling upgrade, the logstash cannot connect to elastic search even when only one data node is down. I have 3 data nodes cluster exposed to logstash using kubernetes service. any suggestion?

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