bxji commented on a change in pull request #4761: [TE] Centralized cache 
proof-of-concept for anomaly detection via Couchbase
URL: https://github.com/apache/incubator-pinot/pull/4761#discussion_r347547660
 
 

 ##########
 File path: 
thirdeye/thirdeye-pinot/src/main/java/org/apache/pinot/thirdeye/datasource/ThirdEyeCacheRegistry.java
 ##########
 @@ -90,14 +98,42 @@ public static void initDataSources(ThirdEyeConfiguration 
thirdeyeConfig) {
     }
   }
 
+  public static void initCentralizedCache(ThirdEyeConfiguration 
thirdeyeConfig) {
+    try {
+      URL cacheConfigUrl = thirdeyeConfig.getCacheConfigAsUrl();
+      CacheConfig cacheConfig = 
CacheConfigLoader.fromCacheConfigUrl(cacheConfigUrl);
+      if (cacheConfig == null) {
+        throw new IllegalStateException("Could not get cache config from path 
" + cacheConfigUrl);
+      }
+
+      CacheDataSource dataSource = 
CacheConfig.getCentralizedCacheSettings().getDataSourceConfig();
+
+      cacheConfig.setHost(dataSource.getHost());
+      cacheConfig.setAuthUsername(dataSource.getAuthUsername());
+      cacheConfig.setAuthPassword(dataSource.getAuthPassword());
+      cacheConfig.setBucketName(dataSource.getBucketName());
+
+      if (INSTANCE.getTimeSeriesCache() == null) {
+        TimeSeriesCache timeSeriesCache = new 
DefaultTimeSeriesCache(DAO_REGISTRY.getMetricConfigDAO(), 
DAO_REGISTRY.getDatasetConfigDAO(),
+            ThirdEyeCacheRegistry.getInstance().getQueryCache(),
+            new CouchbaseCacheDAO(),
+            
Executors.newFixedThreadPool(CacheConfig.getCentralizedCacheSettings().getMaxParallelInserts()));
+
+        
ThirdEyeCacheRegistry.getInstance().registerTimeSeriesCache(timeSeriesCache);
+      }
+    } catch (Exception e) {
+      LOGGER.info("Caught exception while initializing centralized cache", e);
 
 Review comment:
   changed the code so that if exception occurs, we exit (since all queries to 
couchbase will fail anyways), but if the issue is that the config could not be 
read, we default to using in-memory cache.

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