fix: small fixes for AI reviewing feedback

src/paimon/format/parquet/file_reader_wrapper.cpp

@@ -105,7 +105,7 @@ Result<std::unique_ptr<FileReaderWrapper>> FileReaderWrapper::Create(
             std::move(file_reader), all_row_group_ranges, num_rows, batch_size, pool));
         std::vector<TargetRowGroup> all_target_row_groups;
         for (int32_t i = 0; i < file_reader_wrapper->GetNumberOfRowGroups(); i++) {
-            all_target_row_groups.emplace_back(/*rg_index=*/i, /*page_filtered=*/false,
+            all_target_row_groups.emplace_back(/*rg_index=*/i, /*is_partially_matched=*/false,
                                                /*ranges=*/RowRanges());
         }
         PAIMON_RETURN_NOT_OK(
@@ -144,7 +144,7 @@ FileReaderWrapper::FileReaderWrapper(
     int64_t batch_size, std::shared_ptr<::arrow::MemoryPool> pool)
     : file_reader_(std::move(file_reader)),
       all_row_group_ranges_(all_row_group_ranges),
-      pool_(pool),
+      pool_(std::move(pool)),
       batch_size_(batch_size),
       num_rows_(num_rows) {}
 
@@ -184,7 +184,7 @@ Status FileReaderWrapper::SeekToRow(uint64_t row_number) {
             if (target_row_groups_[i].excluded_by_read_range) {
                 continue;
             }
-            uint32_t rg_id = target_row_groups_[i].row_group_index;
+            int32_t rg_id = target_row_groups_[i].row_group_index;
             uint64_t rg_start = all_row_group_ranges_[rg_id].first;
             uint64_t rg_end = all_row_group_ranges_[rg_id].second;
             if (row_number > rg_start && row_number < rg_end) {
@@ -297,12 +297,13 @@ Result<std::shared_ptr<arrow::RecordBatch>> FileReaderWrapper::Next() {
         }
 
         while (current_row_group_idx_ < target_row_groups_.size()) {
-            bool is_page_filtered = target_row_groups_[current_row_group_idx_].is_partially_matched;
+            bool is_partially_matched =
+                target_row_groups_[current_row_group_idx_].is_partially_matched;
             PAIMON_ASSIGN_OR_RAISE(std::shared_ptr<arrow::RecordBatch> batch,
-                                   is_page_filtered ? NextPageFiltered() : NextFullyMatched());
+                                   is_partially_matched ? NextPageFiltered() : NextFullyMatched());
             if (batch) {
                 return batch;
-            } else if (!is_page_filtered) {
+            } else if (!is_partially_matched) {
                 // Null from fully-matched path means batch_reader_ is globally exhausted.
                 break;
             }
@@ -424,13 +425,18 @@ Status FileReaderWrapper::PrepareForReading(const std::vector<TargetRowGroup>& t
             }
         }
 
-        bool has_page_filtered = fully_matched_row_groups.size() != active_count;
-        if (has_page_filtered) {
+        bool has_partially_matched = fully_matched_row_groups.size() != active_count;
+        if (has_partially_matched) {
             PAIMON_RETURN_NOT_OK(BuildPageFilteredSchema(column_indices));
         }
 
         WaitForPendingPreBuffer();
 
+        // TODO(Yonghao Fang): Neither Paimon nor Arrow manage the size and lifecycle of prebuffered
+        // caches. So when a lot of row is needed, there is possibility of OOM due to too much
+        // prebuffering. Also, DispatchPreBuffer will drop previous prebuffered ranges by
+        // GetRecordBatchReader, which cause IO wastes.
+
         // Create standard reader for fully-matched row groups.
         if (!fully_matched_row_groups.empty()) {
             PAIMON_RETURN_NOT_OK_FROM_ARROW(file_reader_->GetRecordBatchReader(
@@ -441,7 +447,7 @@ Status FileReaderWrapper::PrepareForReading(const std::vector<TargetRowGroup>& t
 
         // When page-filtered RGs exist, issue a single PreBuffer covering both kinds.
         // Otherwise GetRecordBatchReader already issued PreBuffer internally.
-        if (has_page_filtered) {
+        if (has_partially_matched) {
             auto all_ranges = CollectPreBufferRanges(column_indices);
             DispatchPreBuffer(std::move(all_ranges));
         }

src/paimon/format/parquet/page_filtered_row_group_reader.cpp

@@ -123,8 +123,9 @@ std::pair<RowRanges, int64_t> PageFilteredRowGroupReader::ComputeCompressedRowRa
 }
 
 Status PageFilteredRowGroupReader::ExecuteSkipReadPattern(
-    std::shared_ptr<::parquet::internal::RecordReader> record_reader, const RowRanges& ranges,
-    int64_t total_row_count, int32_t row_group_index, int32_t column_index) {
+    const std::shared_ptr<::parquet::internal::RecordReader>& record_reader,
+    const RowRanges& ranges, int64_t total_row_count, int32_t row_group_index,
+    int32_t column_index) {
     int64_t current_row = 0;
     for (const auto& range : ranges.GetRanges()) {
         if (range.from > current_row) {

src/paimon/format/parquet/page_filtered_row_group_reader.h

@@ -88,8 +88,9 @@ class PageFilteredRowGroupReader {
 
     /// Execute the skip/read pattern on a RecordReader based on RowRanges.
     static Status ExecuteSkipReadPattern(
-        std::shared_ptr<::parquet::internal::RecordReader> record_reader, const RowRanges& ranges,
-        int64_t total_row_count, int32_t row_group_index, int32_t column_index);
+        const std::shared_ptr<::parquet::internal::RecordReader>& record_reader,
+        const RowRanges& ranges, int64_t total_row_count, int32_t row_group_index,
+        int32_t column_index);
 
     /// Create a data_page_filter callback for a column based on RowRanges + OffsetIndex.
     static std::function<bool(const ::parquet::DataPageStats&)> MakePageFilter(

src/paimon/format/parquet/parquet_file_batch_reader.cpp

@@ -199,11 +199,11 @@ Status ParquetFileBatchReader::SetReadSchema(
         for (int32_t rg_id : row_groups) {
             auto it = row_group_row_ranges.find(rg_id);
             if (it != row_group_row_ranges.end()) {
-                target_row_groups.emplace_back(/*rg_index=*/rg_id, /*page_filtered=*/true,
+                target_row_groups.emplace_back(/*rg_index=*/rg_id, /*is_partially_matched=*/true,
                                                /*ranges=*/it->second);
             } else {
                 target_row_groups.emplace_back(/*rg_index=*/rg_id,
-                                               /*page_filtered=*/false,
+                                               /*is_partially_matched=*/false,
                                                /*ranges=*/RowRanges());
             }
         }