Understanding the logstash retry policy

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I have kibana and elasticsearch instance running on a machine. Logstash and filebeat are running on other machine.

The flow is working perfectly fine. I have one doubt and i need to understand that. I made elasticsearch go down and made logstash to pump some logs to elasticearch. Since elasticsearch is down, i am hoping data will be lost. But when i brought up the elasticsearch service, Kibana was able to show the logs which was sent when elasticsearch was down.

When i googled online, i got to know that logstash retries to connect in elasticsearch is down.

May i please know how to set this parameter

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