David,
Thanks for your responses.
Currently I am using a CSV filter to read the data in logstash.
Are you suggesting to use some ingest pipeline AFTER this step?
CSV filter gives me an option to convert the type of fields but I don't want to do that for every field.
-Thanks
Nikhil