Analyzing logs by grouping set up logs in same thread

I have following use case
In one req-response cycle i will have 2 log statements like
1. data is served from cache / or not
2. total time taken for the request : 1234

I would like to analyze in kibana, how much % of requests are served from cache, avg time for req served from cache, avg time of req not served from cache.

How can i write query like -> group all records having served from cache and get avg response time for those records.

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