diff --git a/thirdparty/patches/apache-arrow-7.0.0.patch b/thirdparty/patches/apache-arrow-7.0.0.patch
index 9cb1812b35..072ea9b567 100644
--- a/thirdparty/patches/apache-arrow-7.0.0.patch
+++ b/thirdparty/patches/apache-arrow-7.0.0.patch
@@ -1,50 +1,82 @@
 diff --git a/cpp/src/arrow/adapters/orc/adapter.cc b/cpp/src/arrow/adapters/orc/adapter.cc
-index 03243e7..cbb3ed9 100644
+index 03243e751..1eb9b2c81 100644
 --- a/cpp/src/arrow/adapters/orc/adapter.cc
 +++ b/cpp/src/arrow/adapters/orc/adapter.cc
 @@ -47,9 +47,6 @@
  #include "arrow/util/visibility.h"
  #include "orc/Exceptions.hh"
-
+ 
 -// alias to not interfere with nested orc namespace
 -namespace liborc = orc;
 -
  #define ORC_THROW_NOT_OK(s)                   \
    do {                                        \
      Status _s = (s);                          \
-@@ -198,6 +195,11 @@ class ORCFileReader::Impl {
+@@ -198,6 +195,8 @@ class ORCFileReader::Impl {
      return Init();
    }
-
-+  virtual liborc::Reader* GetRawORCReader() {
-+    return reader_.get();
-+  }
-+
+ 
++  virtual liborc::Reader* GetRawORCReader() { return reader_.get(); }
 +
    Status Init() {
      int64_t nstripes = reader_->getNumberOfStripes();
      stripes_.resize(nstripes);
-@@ -504,6 +506,7 @@ class ORCFileReader::Impl {
+@@ -504,6 +503,32 @@ class ORCFileReader::Impl {
      return Status::OK();
    }
-
+ 
++  Result<std::shared_ptr<RecordBatchReader>> NextStripeReader(
++      int64_t batch_size, const std::vector<std::string>& include_names) {
++    if (current_row_ >= NumberOfRows()) {
++      return nullptr;
++    }
++
++    liborc::RowReaderOptions opts;
++    if (!include_names.empty()) {
++      RETURN_NOT_OK(SelectNames(&opts, include_names));
++    }
++    StripeInformation stripe_info({0, 0, 0, 0});
++    RETURN_NOT_OK(SelectStripeWithRowNumber(&opts, current_row_, &stripe_info));
++    std::shared_ptr<Schema> schema;
++    RETURN_NOT_OK(ReadSchema(opts, &schema));
++    std::unique_ptr<liborc::RowReader> row_reader;
++
++    ORC_BEGIN_CATCH_NOT_OK
++    row_reader = reader_->createRowReader(opts);
++    row_reader->seekToRow(current_row_);
++    current_row_ = stripe_info.first_row_of_stripe + stripe_info.num_rows;
++    ORC_END_CATCH_NOT_OK
++
++    return std::make_shared<OrcStripeReader>(std::move(row_reader), schema, batch_size,
++                                             pool_);
++  }
 +
    Status NextStripeReader(int64_t batch_size, std::shared_ptr<RecordBatchReader>* out) {
      return NextStripeReader(batch_size, {}, out);
    }
-@@ -531,6 +534,10 @@ Result<std::unique_ptr<ORCFileReader>> ORCFileReader::Open(
+@@ -531,6 +556,8 @@ Result<std::unique_ptr<ORCFileReader>> ORCFileReader::Open(
    return std::move(result);
  }
-
-+liborc::Reader* ORCFileReader::GetRawORCReader() {
-+  return impl_->GetRawORCReader();
-+}
+ 
++liborc::Reader* ORCFileReader::GetRawORCReader() { return impl_->GetRawORCReader(); }
 +
  Result<std::shared_ptr<const KeyValueMetadata>> ORCFileReader::ReadMetadata() {
    return impl_->ReadMetadata();
  }
+@@ -653,6 +680,11 @@ Result<std::shared_ptr<RecordBatchReader>> ORCFileReader::NextStripeReader(
+   return reader;
+ }
+ 
++Result<std::shared_ptr<RecordBatchReader>> ORCFileReader::NextStripeReader(
++    int64_t batch_size, const std::vector<std::string>& include_names) {
++  return impl_->NextStripeReader(batch_size, include_names);
++}
++
+ int64_t ORCFileReader::NumberOfStripes() { return impl_->NumberOfStripes(); }
+ 
+ int64_t ORCFileReader::NumberOfRows() { return impl_->NumberOfRows(); }
 diff --git a/cpp/src/arrow/adapters/orc/adapter.h b/cpp/src/arrow/adapters/orc/adapter.h
-index 223efa5..a0d112a 100644
+index 223efa515..04e6b0612 100644
 --- a/cpp/src/arrow/adapters/orc/adapter.h
 +++ b/cpp/src/arrow/adapters/orc/adapter.h
 @@ -30,6 +30,10 @@
@@ -55,16 +87,36 @@ index 223efa5..a0d112a 100644
 +
 +// alias to not interfere with nested orc namespace
 +namespace liborc = orc;
-
+ 
  namespace arrow {
  namespace adapters {
-@@ -50,6 +54,9 @@ class ARROW_EXPORT ORCFileReader {
-   ARROW_DEPRECATED("Deprecated in 6.0.0. Use Result-returning overload instead.")
+@@ -51,6 +55,9 @@ class ARROW_EXPORT ORCFileReader {
    static Status Open(const std::shared_ptr<io::RandomAccessFile>& file, MemoryPool* pool,
                       std::unique_ptr<ORCFileReader>* reader);
-+ 
+ 
 +  /// \brief Get ORC reader from inside.
 +  liborc::Reader* GetRawORCReader();
-
++
    /// \brief Creates a new ORC reader
-   ///
\ No newline at end of file
+   ///
+   /// \param[in] file the data source
+@@ -240,6 +247,19 @@ class ARROW_EXPORT ORCFileReader {
+   Result<std::shared_ptr<RecordBatchReader>> NextStripeReader(
+       int64_t batch_size, const std::vector<int>& include_indices);
+ 
++  /// \brief Get a stripe level record batch iterator with specified row count
++  ///         in each record batch. NextStripeReader serves as a fine grain
++  ///         alternative to ReadStripe which may cause OOM issue by loading
++  ///         the whole stripes into memory.
++  ///
++  /// \param[in] batch_size Get a stripe level record batch iterator with specified row
++  /// count in each record batch.
++  ///
++  /// \param[in] include_names the selected field names to read
++  /// \return the returned stripe reader
++  Result<std::shared_ptr<RecordBatchReader>> NextStripeReader(
++      int64_t batch_size, const std::vector<std::string>& include_names);
++
+   /// \brief The number of stripes in the file
+   int64_t NumberOfStripes();
+