Package com.github.pmerienne.trident.ml.stats

Examples of com.github.pmerienne.trident.ml.stats.StreamStatisticsUpdater


          // Transform trident tupl to instance
          .each(new Fields("x0", "x1"), new InstanceCreator(false), new Fields("instance"))

          // Update original stream statistics
          .partitionPersist(new MemoryMapState.Factory(), new Fields("instance"), new StreamStatisticsUpdater("originalStreamStats", new StreamStatistics()),
              new Fields("instance", "originalStreamStats")).newValuesStream()

          // Standardized stream using original stream statistics
          .each(new Fields("instance", "originalStreamStats"), new StandardScaler(), new Fields("scaledInstance"))

          // Update scaled stream statistics
          .partitionPersist(new MemoryMapState.Factory(), new Fields("scaledInstance"), new StreamStatisticsUpdater("scaledStreamStats", new StreamStatistics()));

      toppology.newDRPCStream("queryStats", localDRPC)
          // Convert DRPC args to stat query
          .each(new Fields("args"), new TuplifyArgs(), new Fields("featureIndex", "queryType"))
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