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Posted to commits@pinot.apache.org by GitBox <gi...@apache.org> on 2019/10/30 19:10:15 UTC

[GitHub] [incubator-pinot] bxji opened a new pull request #4761: [TE] centralized cache PoC for anomaly detection using Couchbase

bxji opened a new pull request #4761: [TE] centralized cache PoC for anomaly detection using Couchbase
URL: https://github.com/apache/incubator-pinot/pull/4761
 
 
   todo still (will add later before merging): unit tests, move config to yaml, move files to proper packages, add index creation for couchbase to build script?, more comments/documentation
   
   This code is the foundation for using Couchbase as a centralized cache for time-series data. It helps speed up anomaly detection jobs, especially jobs with dimension exploration enabled. Previews may not see too big of a performance improvement, but alerts should see significant boosts in latency over time.
   
   - By default, using the centralized cache is disabled. Using the in-memory cache is also enabled by default.
   - The config for authentication is currently in CacheConfig.java, along with the TTL (time-to-live) for documents in the bucket.

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