Logstash

Logstash is a parser and shipper. It reads from (usually) a file, parses the data into JSON, then connects to something else and send the data. That something else can be Elasticsearch, a systlog server, and others.

Logstash v/s Beats

But for most things these days, Beats is a better choice. Give that a look fist.