xiangfu0 commented on code in PR #18996:
URL: https://github.com/apache/pinot/pull/18996#discussion_r3598218721


##########
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/PercentileTDigestAggregationFunction.java:
##########
@@ -305,13 +300,16 @@ public ColumnDataType getIntermediateResultColumnType() {
 
   @Override
   public SerializedIntermediateResult serializeIntermediateResult(TDigest 
tDigest) {
+    if (tDigest instanceof PercentileTDigestAccumulator) {
+      tDigest = ((PercentileTDigestAccumulator) tDigest).toTDigest();

Review Comment:
   Fixed in `912280c814`.
   
   `PercentileTDigestAccumulator` now preserves validated pending TDigest bytes 
and directly emits standard small encoding when a materialized accumulator 
needs its explicit centroid capacity. Normal-sized accumulator results still 
use verbose encoding.
   
   The regression covers both lazy and materialized compression-20 / 
80-centroid states through `serializeIntermediateResult()` and the stock 
TDigest 3.2 reader, asserting encoding, total weight, centroid count, bounds, 
and finite monotonic quantiles.
   
   Validation: all 312 `PercentileTDigestAggregationFunctionTest` cases and all 
6 `PercentileTDigestQueriesTest` cases pass; spotless, checkstyle, license 
format, and license check pass for `pinot-core`.



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