Parsing-log-files-with-filebeat-and-sending-them-to-elasticsearch

Parsing of logs is not in the scope of Filebeat. There are a few processors, but it is not as powerful as Logstash is.
See available processors: https://www.elastic.co/guide/en/beats/filebeat/master/filtering-and-enhancing-data.html