feat: Optimize PrestoSerializer compress buffer

velox/serializers/PrestoSerializer.cpp

@@ -4359,6 +4359,31 @@ void readTopColumns(
   readColumns(
       &source, childTypes, resultOffset, nullptr, 0, pool, opts, children);
 }
+
+std::unique_ptr<folly::IOBuf> uncompressBuffer(
+    ByteInputStream* source,
+    const PrestoHeader& header,
+    common::CompressionKind compressionKind) {
+  const auto codec = common::compressionKindToCodec(compressionKind);
+  // auto compressBuf = folly::IOBuf::create(header.compressedSize);
+  std::unique_ptr<folly::IOBuf> iobuf;
+  int32_t readCount = 0;
+  while (readCount < header.compressedSize) {
+    const auto remaining = header.compressedSize - readCount;
+    auto view = source->nextView(remaining);
+    readCount += view.size();
+    auto newBuf = folly::IOBuf::wrapBuffer(view.data(), view.size());
+    if (iobuf) {
+      iobuf->prev()->appendChain(std::move(newBuf));
+    } else {
+      iobuf = std::move(newBuf);
+    }
+  }
+
+  VELOX_DCHECK_EQ(readCount, header.compressedSize);
+  // Process chained uncompressed results IOBufs.
+  return codec->uncompress(iobuf.get(), header.uncompressedSize);
+}
 } // namespace
 
 void PrestoVectorSerde::deserialize(
@@ -4369,8 +4394,6 @@ void PrestoVectorSerde::deserialize(
     vector_size_t resultOffset,
     const Options* options) {
   const auto prestoOptions = toPrestoOptions(options);
-  const auto codec =
-      common::compressionKindToCodec(prestoOptions.compressionKind);
   auto maybeHeader = PrestoHeader::read(source);
   VELOX_CHECK(
       maybeHeader.hasValue(),
@@ -4413,13 +4436,8 @@ void PrestoVectorSerde::deserialize(
   if (!isCompressedBitSet(header.pageCodecMarker)) {
     readTopColumns(*source, type, pool, *result, resultOffset, prestoOptions);
   } else {
-    auto compressBuf = folly::IOBuf::create(header.compressedSize);
-    source->readBytes(compressBuf->writableData(), header.compressedSize);
-    compressBuf->append(header.compressedSize);
-
-    // Process chained uncompressed results IOBufs.
     auto uncompress =
-        codec->uncompress(compressBuf.get(), header.uncompressedSize);
+        uncompressBuffer(source, header, prestoOptions.compressionKind);
     auto uncompressedSource = std::make_unique<BufferInputStream>(
         byteRangesFromIOBuf(uncompress.get()));
     readTopColumns(