gongxun0928 commented on code in PR #1337:
URL: https://github.com/apache/cloudberry/pull/1337#discussion_r2309365883


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contrib/pax_storage/src/cpp/storage/columns/pax_encoding_non_fixed_column.cc:
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@@ -61,19 +61,40 @@ void PaxNonFixedEncodingColumn::InitEncoder() {
 void PaxNonFixedEncodingColumn::InitOffsetStreamCompressor() {
   Assert(encoder_options_.offsets_encode_type !=
          ColumnEncoding_Kind::ColumnEncoding_Kind_DEF_ENCODED);
-  offsets_compressor_ = PaxCompressor::CreateBlockCompressor(
-      encoder_options_.offsets_encode_type);
   SetOffsetsEncodeType(encoder_options_.offsets_encode_type);
   SetOffsetsCompressLevel(encoder_options_.offsets_compress_level);
+
+  // Prefer encoder for offsets if encoding type supports it; otherwise use
+  // compressor
+  if (encoder_options_.offsets_encode_type ==
+      ColumnEncoding_Kind::ColumnEncoding_Kind_DIRECT_DELTA) {
+    PaxEncoder::EncodingOption opt = encoder_options_;
+    opt.column_encode_type = encoder_options_.offsets_encode_type;
+    // offsets are fixed-width, do not enable non_fixed streaming restriction
+    offsets_encoder_ = PaxEncoder::CreateStreamingEncoder(opt, false);
+  } else {
+    offsets_compressor_ = PaxCompressor::CreateBlockCompressor(

Review Comment:
   For backward compatibility, we no longer use Zstd compression when writing 
data, but we still need to support reading data that might have been compressed 
with Zstd in previous versions.
   
   will delete it in InitOffsetStreamCompressor



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