Copilot commented on code in PR #50158:
URL: https://github.com/apache/arrow/pull/50158#discussion_r3396204823


##########
cpp/src/parquet/arrow/reader.cc:
##########
@@ -825,10 +824,17 @@ Status StructReader::BuildArray(int64_t 
length_upper_bound,
 
   END_PARQUET_CATCH_EXCEPTIONS
   // Gather children arrays and def levels
-  for (auto& child : children_) {
-    std::shared_ptr<ChunkedArray> field;
-    RETURN_NOT_OK(child->BuildArray(validity_io.values_read, &field));
-    ARROW_ASSIGN_OR_RAISE(std::shared_ptr<ArrayData> array_data, 
ChunksToSingle(*field));
+  const int num_children = static_cast<int>(children_.size());

Review Comment:
   `children_.size()` is `size_t`, and narrowing it via `static_cast<int>` can 
silently truncate for large values. Prefer using a checked/narrowing-safe cast 
helper (e.g., Arrow's checked_cast/narrow_cast) or keep the task count in a 
wider integer type if supported by `OptionalParallelFor` to avoid potential 
overflow/truncation.



##########
cpp/src/parquet/arrow/reader.cc:
##########
@@ -735,10 +735,9 @@ class PARQUET_NO_EXPORT StructReader : public 
ColumnReaderImpl {
   bool IsOrHasRepeatedChild() const final { return has_repeated_child_; }
 
   Status LoadBatch(int64_t records_to_read) override {
-    for (const std::unique_ptr<ColumnReaderImpl>& reader : children_) {
-      RETURN_NOT_OK(reader->LoadBatch(records_to_read));
-    }
-    return Status::OK();
+    return ::arrow::internal::OptionalParallelFor(
+        ctx_->reader_properties->use_threads(), 
static_cast<int>(children_.size()),
+        [&](int i) { return children_[i]->LoadBatch(records_to_read); });

Review Comment:
   `children_.size()` is `size_t`, and narrowing it via `static_cast<int>` can 
silently truncate for large values. Prefer using a checked/narrowing-safe cast 
helper (e.g., Arrow's checked_cast/narrow_cast) or keep the task count in a 
wider integer type if supported by `OptionalParallelFor` to avoid potential 
overflow/truncation.



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