raghavyadav01 commented on code in PR #18637:
URL: https://github.com/apache/pinot/pull/18637#discussion_r3336469194


##########
pinot-segment-local/src/main/java/org/apache/pinot/segment/local/segment/readers/PinotSegmentColumnReader.java:
##########
@@ -92,7 +96,34 @@ public Dictionary getDictionary() {
   }
 
   public int getDictId(int docId) {
-    return _forwardIndexReader.getDictId(docId, _forwardIndexReaderContext);
+    if (_forwardIndexReader.isDictionaryEncoded()) {
+      return _forwardIndexReader.getDictId(docId, _forwardIndexReaderContext);
+    }
+    if (_dictionary == null) {
+      throw new UnsupportedOperationException(
+          "Cannot resolve dictId: forward index is raw and no dictionary is 
materialized for column: " + (
+              _columnName != null ? _columnName : "<unknown>"));
+    }
+    // If we have separate dictionary on a RAW forward index column, use that 
dictionary.
+    switch (_valueType.getStoredType()) {
+      case INT:
+        return _dictionary.indexOf(_forwardIndexReader.getInt(docId, 
_forwardIndexReaderContext));
+      case LONG:
+        return _dictionary.indexOf(_forwardIndexReader.getLong(docId, 
_forwardIndexReaderContext));
+      case FLOAT:
+        return _dictionary.indexOf(_forwardIndexReader.getFloat(docId, 
_forwardIndexReaderContext));
+      case DOUBLE:
+        return _dictionary.indexOf(_forwardIndexReader.getDouble(docId, 
_forwardIndexReaderContext));
+      case BIG_DECIMAL:
+        return _dictionary.indexOf(_forwardIndexReader.getBigDecimal(docId, 
_forwardIndexReaderContext));
+      case STRING:
+        return _dictionary.indexOf(_forwardIndexReader.getString(docId, 
_forwardIndexReaderContext));
+      case BYTES:
+        return _dictionary.indexOf(new 
ByteArray(_forwardIndexReader.getBytes(docId, _forwardIndexReaderContext)));

Review Comment:
   this allocates a fresh `byte[]` + `ByteArray` wrapper per row during the 
star-tree build (`numDocs × numBytesDims` allocations total). Have you measured 
the build-time cost of this path on a representative segment? Can we optimize?



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