diff --git a/velox/dwio/dwrf/reader/ColumnReader.cpp b/velox/dwio/dwrf/reader/ColumnReader.cpp
index b9951c3cd466..1ebc3203ca9e 100644
--- a/velox/dwio/dwrf/reader/ColumnReader.cpp
+++ b/velox/dwio/dwrf/reader/ColumnReader.cpp
@@ -1024,41 +1024,58 @@ class StringDictionaryColumnReader : public ColumnReader {
 
   void ensureInitialized();
 
-  void initOrc(StripeStreams& stripe) {
+  void init(StripeStreams& stripe) {
+    auto format = stripe.format();
     EncodingKey encodingKey{nodeType_->id, flatMapContext_.sequence};
-    RleVersion rleVersion =
-        convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
-    dictionaryCount = stripe.getEncodingOrc(encodingKey).dictionarysize();
-
-    const auto dataId = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
-    bool dictVInts = stripe.getUseVInts(dataId);
-    dictIndex = createRleDecoder</*isSigned*/ false>(
-        stripe.getStream(dataId, true),
-        rleVersion,
-        memoryPool_,
-        dictVInts,
-        dwio::common::INT_BYTE_SIZE);
 
-    const auto lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
-    bool lenVInts = stripe.getUseVInts(lenId);
-    lengthDecoder = createRleDecoder</*isSigned*/ false>(
-        stripe.getStream(lenId, false),
-        rleVersion,
-        memoryPool_,
-        lenVInts,
-        dwio::common::INT_BYTE_SIZE);
-
-    blobStream = stripe.getStream(
-        encodingKey.forKind(proto::orc::Stream_Kind_DICTIONARY_DATA), false);
-  }
-
-  void initDwrf(StripeStreams& stripe) {
-    EncodingKey encodingKey{nodeType_->id, flatMapContext_.sequence};
-    RleVersion rleVersion =
-        convertRleVersion(stripe.getEncoding(encodingKey).kind());
-    dictionaryCount = stripe.getEncoding(encodingKey).dictionarysize();
+    RleVersion rleVersion;
+    DwrfStreamIdentifier dataId;
+    DwrfStreamIdentifier lenId;
+    DwrfStreamIdentifier dictionaryId;
+    if (format == DwrfFormat::kDwrf) {
+      rleVersion = convertRleVersion(stripe.getEncoding(encodingKey).kind());
+      dictionaryCount = stripe.getEncoding(encodingKey).dictionarysize();
+      dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
+      lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
+      dictionaryId = encodingKey.forKind(proto::Stream_Kind_DICTIONARY_DATA);
+
+      // handle in dictionary stream
+      std::unique_ptr<dwio::common::SeekableInputStream> inDictStream =
+          stripe.getStream(
+              encodingKey.forKind(proto::Stream_Kind_IN_DICTIONARY), false);
+      if (inDictStream) {
+        inDictionaryReader =
+            createBooleanRleDecoder(std::move(inDictStream), encodingKey);
+
+        // stride dictionary only exists if in dictionary exists
+        strideDictStream = stripe.getStream(
+            encodingKey.forKind(proto::Stream_Kind_STRIDE_DICTIONARY), true);
+        DWIO_ENSURE_NOT_NULL(strideDictStream, "Stride dictionary is missing");
+
+        indexStream_ = stripe.getStream(
+            encodingKey.forKind(proto::Stream_Kind_ROW_INDEX), true);
+        DWIO_ENSURE_NOT_NULL(indexStream_, "String index is missing");
+
+        const auto strideDictLenId =
+            encodingKey.forKind(proto::Stream_Kind_STRIDE_DICTIONARY_LENGTH);
+        bool strideLenVInt = stripe.getUseVInts(strideDictLenId);
+        strideDictLengthDecoder = createRleDecoder</*isSigned*/ false>(
+            stripe.getStream(strideDictLenId, true),
+            rleVersion,
+            memoryPool_,
+            strideLenVInt,
+            dwio::common::INT_BYTE_SIZE);
+      }
+    } else {
+      VELOX_CHECK(format == DwrfFormat::kOrc);
+      rleVersion = convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
+      dictionaryCount = stripe.getEncodingOrc(encodingKey).dictionarysize();
+      dataId = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
+      lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
+      dictionaryId =
+          encodingKey.forKind(proto::orc::Stream_Kind_DICTIONARY_DATA);
+    }
 
-    const auto dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
     bool dictVInts = stripe.getUseVInts(dataId);
     dictIndex = createRleDecoder</*isSigned*/ false>(
         stripe.getStream(dataId, true),
@@ -1067,7 +1084,6 @@ class StringDictionaryColumnReader : public ColumnReader {
         dictVInts,
         dwio::common::INT_BYTE_SIZE);
 
-    const auto lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
     bool lenVInts = stripe.getUseVInts(lenId);
     lengthDecoder = createRleDecoder</*isSigned*/ false>(
         stripe.getStream(lenId, false),
@@ -1076,46 +1092,7 @@ class StringDictionaryColumnReader : public ColumnReader {
         lenVInts,
         dwio::common::INT_BYTE_SIZE);
 
-    blobStream = stripe.getStream(
-        encodingKey.forKind(proto::Stream_Kind_DICTIONARY_DATA), false);
-
-    // handle in dictionary stream
-    std::unique_ptr<dwio::common::SeekableInputStream> inDictStream =
-        stripe.getStream(
-            encodingKey.forKind(proto::Stream_Kind_IN_DICTIONARY), false);
-    if (inDictStream) {
-      inDictionaryReader =
-          createBooleanRleDecoder(std::move(inDictStream), encodingKey);
-
-      // stride dictionary only exists if in dictionary exists
-      strideDictStream = stripe.getStream(
-          encodingKey.forKind(proto::Stream_Kind_STRIDE_DICTIONARY), true);
-      DWIO_ENSURE_NOT_NULL(strideDictStream, "Stride dictionary is missing");
-
-      indexStream_ = stripe.getStream(
-          encodingKey.forKind(proto::Stream_Kind_ROW_INDEX), true);
-      DWIO_ENSURE_NOT_NULL(indexStream_, "String index is missing");
-
-      const auto strideDictLenId =
-          encodingKey.forKind(proto::Stream_Kind_STRIDE_DICTIONARY_LENGTH);
-      bool strideLenVInt = stripe.getUseVInts(strideDictLenId);
-      strideDictLengthDecoder = createRleDecoder</*isSigned*/ false>(
-          stripe.getStream(strideDictLenId, true),
-          rleVersion,
-          memoryPool_,
-          strideLenVInt,
-          dwio::common::INT_BYTE_SIZE);
-    }
-  }
-
-  void init(StripeStreams& stripe) {
-    auto format = stripe.format();
-    if (format == DwrfFormat::kDwrf) {
-      initDwrf(stripe);
-    } else {
-      VELOX_CHECK(format == DwrfFormat::kOrc);
-      initOrc(stripe);
-    }
+    blobStream = stripe.getStream(dictionaryId, false);
   }
 
  public:
diff --git a/velox/dwio/dwrf/reader/DwrfData.cpp b/velox/dwio/dwrf/reader/DwrfData.cpp
index 5af50699bbb1..37541ba8f551 100644
--- a/velox/dwio/dwrf/reader/DwrfData.cpp
+++ b/velox/dwio/dwrf/reader/DwrfData.cpp
@@ -22,34 +22,18 @@ namespace facebook::velox::dwrf {
 
 void DwrfData::init(StripeStreams& stripe) {
   auto format = stripe.format();
+  EncodingKey encodingKey{nodeType_->id, flatMapContext_.sequence};
+
+  DwrfStreamIdentifier presentStream;
+  DwrfStreamIdentifier rowIndexStream;
   if (format == DwrfFormat::kDwrf) {
-    initDwrf(stripe);
+    presentStream = encodingKey.forKind(proto::Stream_Kind_PRESENT);
+    rowIndexStream = encodingKey.forKind(proto::Stream_Kind_ROW_INDEX);
   } else {
     VELOX_CHECK(format == DwrfFormat::kOrc);
-    initOrc(stripe);
-  }
-}
-
-void DwrfData::initDwrf(StripeStreams& stripe) {
-  EncodingKey encodingKey{nodeType_->id, flatMapContext_.sequence};
-
-  std::unique_ptr<dwio::common::SeekableInputStream> stream = stripe.getStream(
-      encodingKey.forKind(proto::Stream_Kind_PRESENT),
-      streamLabels.label(),
-      false);
-  if (stream) {
-    notNullDecoder_ = createBooleanRleDecoder(std::move(stream), encodingKey);
+    presentStream = encodingKey.forKind(proto::orc::Stream_Kind_PRESENT);
+    rowIndexStream = encodingKey.forKind(proto::orc::Stream_Kind_ROW_INDEX);
   }
-
-  // We always initialize indexStream_ because indices are needed as
-  // soon as there is a single filter that can trigger row group skips
-  // anywhere in the reader tree. This is not known at construct time
-  // because the first filter can come from a hash join or other run
-  // time pushdown.
-  indexStream_ = stripe.getStream(
-      encodingKey.forKind(proto::Stream_Kind_ROW_INDEX),
-      streamLabels.label(),
-      false);
 }
 
 void DwrfData::initOrc(StripeStreams& stripe) {
@@ -57,6 +41,8 @@ void DwrfData::initOrc(StripeStreams& stripe) {
 
   std::unique_ptr<dwio::common::SeekableInputStream> stream = stripe.getStream(
       encodingKey.forKind(proto::orc::Stream_Kind_PRESENT), false);
+  std::unique_ptr<dwio::common::SeekableInputStream> stream =
+      stripe.getStream(presentStream, streamLabels.label(), false);
   if (stream) {
     notNullDecoder_ = createBooleanRleDecoder(std::move(stream), encodingKey);
   }
@@ -66,8 +52,7 @@ void DwrfData::initOrc(StripeStreams& stripe) {
   // anywhere in the reader tree. This is not known at construct time
   // because the first filter can come from a hash join or other run
   // time pushdown.
-  indexStream_ = stripe.getStream(
-      encodingKey.forKind(proto::orc::Stream_Kind_ROW_INDEX), false);
+  indexStream_ = stripe.getStream(rowIndexStream, false);
 }
 
 DwrfData::DwrfData(
diff --git a/velox/dwio/dwrf/reader/DwrfData.h b/velox/dwio/dwrf/reader/DwrfData.h
index 6d56ea3e746c..4d7c153cf207 100644
--- a/velox/dwio/dwrf/reader/DwrfData.h
+++ b/velox/dwio/dwrf/reader/DwrfData.h
@@ -97,8 +97,6 @@ class DwrfData : public dwio::common::FormatData {
   }
 
   void init(StripeStreams& stripe);
-  void initDwrf(StripeStreams& stripe);
-  void initOrc(StripeStreams& stripe);
 
   memory::MemoryPool& memoryPool_;
   const std::shared_ptr<const dwio::common::TypeWithId> nodeType_;
diff --git a/velox/dwio/dwrf/reader/ReaderBase.h b/velox/dwio/dwrf/reader/ReaderBase.h
index c645bddabad7..c9c764f92565 100644
--- a/velox/dwio/dwrf/reader/ReaderBase.h
+++ b/velox/dwio/dwrf/reader/ReaderBase.h
@@ -81,12 +81,12 @@ class ReaderBase {
       memory::MemoryPool& pool,
       std::unique_ptr<dwio::common::BufferedInput> input,
       std::unique_ptr<PostScript> ps,
-      const proto::Footer* footer,
+      std::unique_ptr<FooterWrapper> footer,
       std::unique_ptr<StripeMetadataCache> cache,
       std::unique_ptr<encryption::DecryptionHandler> handler = nullptr)
       : pool_{pool},
         postScript_{std::move(ps)},
-        footer_{std::make_unique<FooterWrapper>(footer)},
+        footer_{std::move(footer)},
         cache_{std::move(cache)},
         handler_{std::move(handler)},
         input_{std::move(input)},
@@ -94,31 +94,6 @@ class ReaderBase {
             std::dynamic_pointer_cast<const RowType>(convertType(*footer_))},
         fileLength_{0},
         psLength_{0} {
-    DWIO_ENSURE(footer_->getDwrfPtr()->GetArena());
-    DWIO_ENSURE_NOT_NULL(schema_, "invalid schema");
-    if (!handler_) {
-      handler_ = encryption::DecryptionHandler::create(*footer);
-    }
-  }
-
-  ReaderBase(
-      memory::MemoryPool& pool,
-      std::unique_ptr<dwio::common::BufferedInput> input,
-      std::unique_ptr<PostScript> ps,
-      const proto::orc::Footer* footer,
-      std::unique_ptr<StripeMetadataCache> cache,
-      std::unique_ptr<encryption::DecryptionHandler> handler = nullptr)
-      : pool_{pool},
-        postScript_{std::move(ps)},
-        footer_{std::make_unique<FooterWrapper>(footer)},
-        cache_{std::move(cache)},
-        handler_{std::move(handler)},
-        input_{std::move(input)},
-        schema_{
-            std::dynamic_pointer_cast<const RowType>(convertType(*footer_))},
-        fileLength_{0},
-        psLength_{0} {
-    DWIO_ENSURE(footer_->getOrcPtr()->GetArena());
     DWIO_ENSURE_NOT_NULL(schema_, "invalid schema");
     if (!handler_) {
       handler_ = encryption::DecryptionHandler::create(*footer_);
diff --git a/velox/dwio/dwrf/reader/SelectiveByteRleColumnReader.h b/velox/dwio/dwrf/reader/SelectiveByteRleColumnReader.h
index e16c3ca5e123..ff67ab8f75ae 100644
--- a/velox/dwio/dwrf/reader/SelectiveByteRleColumnReader.h
+++ b/velox/dwio/dwrf/reader/SelectiveByteRleColumnReader.h
@@ -45,39 +45,22 @@ class SelectiveByteRleColumnReader
             std::move(dataType)) {
     EncodingKey encodingKey{fileType_->id, params.flatMapContext().sequence};
     auto& stripe = params.stripeStreams();
-    if (isBool) {
-      boolRle_ = createBooleanRleDecoder(
-          stripe.getStream(
-              encodingKey.forKind(proto::Stream_Kind_DATA),
-              params.streamLabels().label(),
-              true),
-          encodingKey);
+
+    DwrfStreamIdentifier dataId;
+    if (format == DwrfFormat::kDwrf) {
+      dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
     } else {
-      byteRle_ = createByteRleDecoder(
-          stripe.getStream(
-              encodingKey.forKind(proto::Stream_Kind_DATA),
-              params.streamLabels().label(),
-              true),
-          encodingKey);
+      VELOX_CHECK(format == DwrfFormat::kOrc);
+      dataId = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
     }
-  }
 
-  void initOrc(DwrfParams& params, bool isBool) {
-    EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
-    auto& stripe = params.stripeStreams();
     if (isBool) {
       boolRle_ = createBooleanRleDecoder(
-          stripe.getStream(
-              encodingKey.forKind(proto::orc::Stream_Kind_DATA),
-              params.streamLabels().label(),
-              true),
+          stripe.getStream(dataId, params.streamLabels().label(), true),
           encodingKey);
     } else {
       byteRle_ = createByteRleDecoder(
-          stripe.getStream(
-              encodingKey.forKind(proto::orc::Stream_Kind_DATA),
-              params.streamLabels().label(),
-              true),
+          stripe.getStream(dataId, params.streamLabels().label(), true),
           encodingKey);
     }
   }
diff --git a/velox/dwio/dwrf/reader/SelectiveRepeatedColumnReader.cpp b/velox/dwio/dwrf/reader/SelectiveRepeatedColumnReader.cpp
index f5d364a40799..a3db62c57984 100644
--- a/velox/dwio/dwrf/reader/SelectiveRepeatedColumnReader.cpp
+++ b/velox/dwio/dwrf/reader/SelectiveRepeatedColumnReader.cpp
@@ -26,29 +26,25 @@ std::unique_ptr<dwio::common::IntDecoder</*isSigned*/ false>> makeLengthDecoder(
   EncodingKey encodingKey{nodeType.id, params.flatMapContext().sequence};
   auto& stripe = params.stripeStreams();
   auto format = stripe.format();
+
+  RleVersion rleVersion;
+  DwrfStreamIdentifier lenId;
   if (format == DwrfFormat::kDwrf) {
-    auto rleVersion = convertRleVersion(stripe.getEncoding(encodingKey).kind());
-    auto lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
-    bool lenVints = stripe.getUseVInts(lenId);
-    return createRleDecoder</*isSigned*/ false>(
-        stripe.getStream(lenId, params.streamLabels().label(), true),
-        rleVersion,
-        pool,
-        lenVints,
-        dwio::common::INT_BYTE_SIZE);
+    rleVersion = convertRleVersion(stripe.getEncoding(encodingKey).kind());
+    lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
   } else {
     VELOX_CHECK(format == DwrfFormat::kOrc);
-    auto rleVersion =
-        convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
-    auto lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
-    bool lenVints = stripe.getUseVInts(lenId);
-    return createRleDecoder</*isSigned*/ false>(
-        stripe.getStream(lenId, params.streamLabels().label(), true),
-        rleVersion,
-        pool,
-        lenVints,
-        dwio::common::INT_BYTE_SIZE);
+    rleVersion = convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
+    lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
   }
+
+  bool lenVints = stripe.getUseVInts(lenId);
+  return createRleDecoder</*isSigned*/ false>(
+      stripe.getStream(lenId, params.streamLabels().label(), true),
+      rleVersion,
+      pool,
+      lenVints,
+      dwio::common::INT_BYTE_SIZE);
 }
 } // namespace
 
diff --git a/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.cpp b/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.cpp
index d280270b6096..377c5e40a3e6 100644
--- a/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.cpp
+++ b/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.cpp
@@ -36,7 +36,6 @@ SelectiveStringDictionaryColumnReader::SelectiveStringDictionaryColumnReader(
   scanState_.dictionary.numValues =
       stripe.getEncoding(encodingKey).dictionarysize();
 
-  const auto dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
   bool dictVInts = stripe.getUseVInts(dataId);
   dictIndex_ = createRleDecoder</*isSigned*/ false>(
       stripe.getStream(dataId, params.streamLabels().label(), true),
@@ -45,7 +44,6 @@ SelectiveStringDictionaryColumnReader::SelectiveStringDictionaryColumnReader(
       dictVInts,
       dwio::common::INT_BYTE_SIZE);
 
-  const auto lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
   bool lenVInts = stripe.getUseVInts(lenId);
   lengthDecoder_ = createRleDecoder</*isSigned*/ false>(
       stripe.getStream(lenId, params.streamLabels().label(), false),
diff --git a/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.h b/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.h
index ea2d747237f1..608b4cd864c7 100644
--- a/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.h
+++ b/velox/dwio/dwrf/reader/SelectiveStringDictionaryColumnReader.h
@@ -72,8 +72,6 @@ class SelectiveStringDictionaryColumnReader
   void makeDictionaryBaseVector();
 
   void init(DwrfParams& params);
-  void initDwrf(DwrfParams& params);
-  void initOrc(DwrfParams& params);
 
   template <typename TVisitor>
   void readWithVisitor(RowSet rows, TVisitor visitor);
diff --git a/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.cpp b/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.cpp
index 8de13b9b1ec2..9a058e4ed87e 100644
--- a/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.cpp
+++ b/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.cpp
@@ -27,30 +27,25 @@ SelectiveStringDirectColumnReader::SelectiveStringDirectColumnReader(
     : SelectiveColumnReader(nodeType->type, params, scanSpec, nodeType) {
   EncodingKey encodingKey{nodeType->id, params.flatMapContext().sequence};
   auto& stripe = params.stripeStreams();
-
-  RleVersion rleVersion =
-      convertRleVersion(stripe.getEncoding(encodingKey).kind());
-  auto lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
-  bool lenVInts = stripe.getUseVInts(lenId);
-  lengthDecoder_ = createRleDecoder</*isSigned*/ false>(
-      stripe.getStream(lenId, params.streamLabels().label(), true),
-      rleVersion,
-      memoryPool_,
-      lenVInts,
-      dwio::common::INT_BYTE_SIZE);
-  blobStream_ = stripe.getStream(
-      encodingKey.forKind(proto::orc::Stream_Kind_DATA),
-      params.streamLabels().label(),
-      true);
 }
 
 void SelectiveStringDirectColumnReader::initOrc(DwrfParams& params) {
   EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
   auto& stripe = params.stripeStreams();
+  DwrfStreamIdentifier lenId;
+  DwrfStreamIdentifier dataId;
+  RleVersion rleVersion;
+  if (format == DwrfFormat::kDwrf) {
+    rleVersion = convertRleVersion(stripe.getEncoding(encodingKey).kind());
+    lenId = encodingKey.forKind(proto::Stream_Kind_LENGTH);
+    dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
+  } else {
+    VELOX_CHECK(format == DwrfFormat::kOrc);
+    rleVersion = convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
+    lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
+    dataId = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
+  }
 
-  RleVersion rleVersion =
-      convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
-  auto lenId = encodingKey.forKind(proto::orc::Stream_Kind_LENGTH);
   bool lenVInts = stripe.getUseVInts(lenId);
   lengthDecoder_ = createRleDecoder</*isSigned*/ false>(
       stripe.getStream(lenId, true),
@@ -58,8 +53,7 @@ void SelectiveStringDirectColumnReader::initOrc(DwrfParams& params) {
       memoryPool_,
       lenVInts,
       dwio::common::INT_BYTE_SIZE);
-  blobStream_ =
-      stripe.getStream(encodingKey.forKind(proto::orc::Stream_Kind_DATA), true);
+  blobStream_ = stripe.getStream(dataId, true);
 }
 
 SelectiveStringDirectColumnReader::SelectiveStringDirectColumnReader(
diff --git a/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.h b/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.h
index 5bc1b9f4f16e..9e4be8aad1b3 100644
--- a/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.h
+++ b/velox/dwio/dwrf/reader/SelectiveStringDirectColumnReader.h
@@ -23,20 +23,6 @@ namespace facebook::velox::dwrf {
 
 class SelectiveStringDirectColumnReader
     : public dwio::common::SelectiveColumnReader {
-  void init(DwrfParams& params) {
-    auto format = params.stripeStreams().format();
-    if (format == DwrfFormat::kDwrf) {
-      initDwrf(params);
-    } else {
-      VELOX_CHECK(format == DwrfFormat::kOrc);
-      initOrc(params);
-    }
-  }
-
-  void initDwrf(DwrfParams& params);
-
-  void initOrc(DwrfParams& params);
-
  public:
   using ValueType = StringView;
   SelectiveStringDirectColumnReader(
@@ -56,6 +42,7 @@ class SelectiveStringDirectColumnReader
     bufferStart_ = bufferEnd_;
   }
 
+  void init(DwrfParams& params);
   uint64_t skip(uint64_t numValues) override;
 
   void read(vector_size_t offset, RowSet rows, const uint64_t* incomingNulls)
diff --git a/velox/dwio/dwrf/reader/SelectiveStructColumnReader.h b/velox/dwio/dwrf/reader/SelectiveStructColumnReader.h
index 4640baa23bdb..be1c5b22ff95 100644
--- a/velox/dwio/dwrf/reader/SelectiveStructColumnReader.h
+++ b/velox/dwio/dwrf/reader/SelectiveStructColumnReader.h
@@ -89,36 +89,26 @@ struct SelectiveStructColumnReader : SelectiveStructColumnReaderBase {
  private:
   void init(DwrfParams& params) {
     auto format = params.stripeStreams().format();
+    EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
+    auto& stripe = params.stripeStreams();
     if (format == DwrfFormat::kDwrf) {
-      initDwrf(params);
+      auto encoding =
+          static_cast<int64_t>(stripe.getEncoding(encodingKey).kind());
+      DWIO_ENSURE_EQ(
+          encoding,
+          proto::ColumnEncoding_Kind_DIRECT,
+          "Unknown dwrf encoding for StructColumnReader");
     } else {
       VELOX_CHECK(format == DwrfFormat::kOrc);
-      initOrc(params);
+      auto encoding =
+          static_cast<int64_t>(stripe.getEncodingOrc(encodingKey).kind());
+      DWIO_ENSURE_EQ(
+          encoding,
+          proto::orc::ColumnEncoding_Kind_DIRECT,
+          "Unknown orc encoding for StructColumnReader");
     }
   }
 
-  void initDwrf(DwrfParams& params) {
-    EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
-    auto& stripe = params.stripeStreams();
-    auto encoding =
-        static_cast<int64_t>(stripe.getEncoding(encodingKey).kind());
-    DWIO_ENSURE_EQ(
-        encoding,
-        proto::ColumnEncoding_Kind_DIRECT,
-        "Unknown dwrf encoding for StructColumnReader");
-  }
-
-  void initOrc(DwrfParams& params) {
-    EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
-    auto& stripe = params.stripeStreams();
-    auto encoding =
-        static_cast<int64_t>(stripe.getEncodingOrc(encodingKey).kind());
-    DWIO_ENSURE_EQ(
-        encoding,
-        proto::orc::ColumnEncoding_Kind_DIRECT,
-        "Unknown orc encoding for StructColumnReader");
-  }
-
   void addChild(std::unique_ptr<SelectiveColumnReader> child) {
     children_.push_back(child.get());
     childrenOwned_.push_back(std::move(child));
diff --git a/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.cpp b/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.cpp
index e24a03ae2c28..b21ec588f6a5 100644
--- a/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.cpp
+++ b/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.cpp
@@ -52,22 +52,31 @@ SelectiveTimestampColumnReader::SelectiveTimestampColumnReader(
 void SelectiveTimestampColumnReader::initOrc(DwrfParams& params) {
   EncodingKey encodingKey{nodeType_->id, params.flatMapContext().sequence};
   auto& stripe = params.stripeStreams();
-
   version = convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
+  DwrfStreamIdentifier dataId;
+  DwrfStreamIdentifier nanoDataId;
+  if (format == DwrfFormat::kDwrf) {
+    version = convertRleVersion(stripe.getEncoding(encodingKey).kind());
+    dataId = encodingKey.forKind(proto::Stream_Kind_DATA);
+    nanoDataId = encodingKey.forKind(proto::Stream_Kind_NANO_DATA);
+  } else {
+    VELOX_CHECK(format == DwrfFormat::kOrc);
+    version = convertRleVersion(stripe.getEncodingOrc(encodingKey).kind());
+    dataId = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
+    nanoDataId = encodingKey.forKind(proto::orc::Stream_Kind_SECONDARY);
+  }
 
-  auto data = encodingKey.forKind(proto::orc::Stream_Kind_DATA);
-  bool vints = stripe.getUseVInts(data);
+  bool vints = stripe.getUseVInts(dataId);
   seconds_ = createRleDecoder</*isSigned*/ true>(
-      stripe.getStream(data, true),
+      stripe.getStream(dataId, params.streamLabels().label(), true),
       version,
       memoryPool_,
       vints,
       LONG_BYTE_SIZE);
 
-  auto nanoData = encodingKey.forKind(proto::orc::Stream_Kind_SECONDARY);
-  bool nanoVInts = stripe.getUseVInts(nanoData);
+  bool nanoVInts = stripe.getUseVInts(nanoDataId);
   nano_ = createRleDecoder</*isSigned*/ false>(
-      stripe.getStream(nanoData, true),
+      stripe.getStream(nanoDataId, params.streamLabels().label(), true),
       version,
       memoryPool_,
       nanoVInts,
diff --git a/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.h b/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.h
index c6a882116d22..914e441af02a 100644
--- a/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.h
+++ b/velox/dwio/dwrf/reader/SelectiveTimestampColumnReader.h
@@ -23,20 +23,6 @@
 namespace facebook::velox::dwrf {
 class SelectiveTimestampColumnReader
     : public dwio::common::SelectiveColumnReader {
-  void init(DwrfParams& params) {
-    auto format = params.stripeStreams().format();
-    if (format == DwrfFormat::kDwrf) {
-      initDwrf(params);
-    } else {
-      VELOX_CHECK(format == DwrfFormat::kOrc);
-      initOrc(params);
-    }
-  }
-
-  void initDwrf(DwrfParams& params);
-
-  void initOrc(DwrfParams& params);
-
  public:
   // The readers produce int64_t, the vector is Timestamps.
   using ValueType = int64_t;
@@ -46,6 +32,7 @@ class SelectiveTimestampColumnReader
       DwrfParams& params,
       common::ScanSpec& scanSpec);
 
+  void init(DwrfParams& params);
   void seekToRowGroup(uint32_t index) override;
   uint64_t skip(uint64_t numValues) override;
 
diff --git a/velox/dwio/dwrf/test/ReaderBaseTests.cpp b/velox/dwio/dwrf/test/ReaderBaseTests.cpp
index b6343373ddb9..f7aa5380c0b1 100644
--- a/velox/dwio/dwrf/test/ReaderBaseTests.cpp
+++ b/velox/dwio/dwrf/test/ReaderBaseTests.cpp
@@ -102,7 +102,7 @@ class EncryptedStatsTest : public Test {
         *readerPool_,
         std::make_unique<BufferedInput>(readFile, *readerPool_),
         std::make_unique<PostScript>(std::move(ps)),
-        footer,
+        std::make_unique<FooterWrapper>(footer),
         nullptr,
         std::move(handler));
   }
diff --git a/velox/dwio/dwrf/test/StripeReaderBaseTests.cpp b/velox/dwio/dwrf/test/StripeReaderBaseTests.cpp
index d27a81139edd..71ded6207551 100644
--- a/velox/dwio/dwrf/test/StripeReaderBaseTests.cpp
+++ b/velox/dwio/dwrf/test/StripeReaderBaseTests.cpp
@@ -70,7 +70,7 @@ class StripeLoadKeysTest : public Test {
         std::make_unique<BufferedInput>(
             std::make_shared<InMemoryReadFile>(std::string()), *pool_),
         nullptr,
-        footer,
+        std::make_unique<FooterWrapper>(footer),
         nullptr,
         std::move(handler));
     stripeReader_ =
diff --git a/velox/dwio/dwrf/test/TestStripeStream.cpp b/velox/dwio/dwrf/test/TestStripeStream.cpp
index 6fe58bbd7ea0..0a8d55135bf9 100644
--- a/velox/dwio/dwrf/test/TestStripeStream.cpp
+++ b/velox/dwio/dwrf/test/TestStripeStream.cpp
@@ -118,7 +118,7 @@ TEST(StripeStream, planReads) {
           BufferedInput::kMaxMergeDistance,
           true),
       std::make_unique<PostScript>(proto::PostScript{}),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       nullptr);
   ColumnSelector cs{readerBase->getSchema(), std::vector<uint64_t>{2}, true};
   auto stripeFooter =
@@ -163,7 +163,7 @@ TEST(StripeStream, filterSequences) {
       *pool,
       std::make_unique<BufferedInput>(std::move(is), *pool),
       std::make_unique<PostScript>(proto::PostScript{}),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       nullptr);
 
   // mock a filter that we only need one node and one sequence
@@ -222,7 +222,7 @@ TEST(StripeStream, zeroLength) {
       *pool,
       std::make_unique<BufferedInput>(std::move(is), *pool),
       std::make_unique<PostScript>(std::move(ps)),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       nullptr);
 
   auto stripeFooter =
@@ -297,7 +297,7 @@ TEST(StripeStream, planReadsIndex) {
       *pool,
       std::make_unique<BufferedInput>(std::move(is), *pool),
       std::make_unique<PostScript>(std::move(ps)),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       std::move(cache));
 
   auto stripeFooter =
@@ -421,7 +421,7 @@ TEST(StripeStream, readEncryptedStreams) {
           std::make_shared<facebook::velox::InMemoryReadFile>(std::string()),
           *readerPool),
       std::make_unique<PostScript>(std::move(ps)),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       nullptr,
       std::move(handler));
   auto stripeReader =
@@ -491,7 +491,7 @@ TEST(StripeStream, schemaMismatch) {
           std::make_shared<facebook::velox::InMemoryReadFile>(std::string()),
           *pool),
       std::make_unique<PostScript>(std::move(ps)),
-      footer,
+      std::make_unique<FooterWrapper>(footer),
       nullptr,
       std::move(handler));
   auto stripeReader =