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How to use elasticsearch input plugin in logstash with PIT

I have a big number (millions) of documents in an index.
I’m trying to fetch them with logstash, call an API to enrich the docs and reindex. The problem is when something occurs and logstash shuts down. I don’t want to start the process from the beginning.