Is it possible to convert all timelion queries into elastice search queries so that I can get all the values using REST API. I mean all the aggregations, math functions such as abs() and also the if() conditions. If so how?
Take a look at the
elasticsearch.logQueries: true advice from this post: Advice on how to log or see the elasticsearch queries Kibana makes
When you turn on verbose logging and tell the Kibana Elasticsearch server client to log all the queries, you'll be able to see the ES queries generated by Timelion in your Kibana log.
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