Copilot commented on code in PR #50422:
URL: https://github.com/apache/arrow/pull/50422#discussion_r3558960137


##########
cpp/src/arrow/util/rle_encoding_internal.h:
##########
@@ -363,6 +384,29 @@ class BitPackedRunDecoder {
     return steps;
   }
 
+  /// Advance and count the number of occurrence of a values.
+  ///
+  /// The count is limited to at most the next `batch_size` items.
+  /// @return The matching value count and number of of element that were 
processed.

Review Comment:
   Docstring has grammatical typos ("occurrence of a values", "number of of 
element"). The same wording appears in other `CountUpTo` comments below; please 
fix consistently.



##########
cpp/src/parquet/column_reader.cc:
##########
@@ -1137,40 +1231,40 @@ int64_t TypedColumnReaderImpl<DType>::ReadBatch(int64_t 
batch_size, int16_t* def
   return total_values;
 }
 
-template <typename DType>
-void TypedColumnReaderImpl<DType>::InitScratchForSkip() {
-  if (this->scratch_for_skip_ == nullptr) {
-    int value_size = type_traits<DType::type_num>::value_byte_size;
-    this->scratch_for_skip_ = AllocateBuffer(
-        this->pool_, kSkipScratchBatchSize * std::max<int>(sizeof(int16_t), 
value_size));
-  }
-}
-
 template <typename DType>
 int64_t TypedColumnReaderImpl<DType>::Skip(int64_t num_values_to_skip) {
   int64_t values_to_skip = num_values_to_skip;
   // Optimization: Do not call HasNext() when values_to_skip == 0.
   while (values_to_skip > 0 && HasNext()) {
     // If the number of values to skip is more than the number of undecoded 
values, skip
-    // the Page.
+    // the whole Page without decoding levels or values.
     const int64_t available_values = this->available_values_current_page();
     if (values_to_skip >= available_values) {
       values_to_skip -= available_values;
       this->ConsumeBufferedValues(available_values);
     } else {
-      // We need to read this Page
-      // Jump to the right offset in the Page
-      int64_t values_read = 0;
-      InitScratchForSkip();
-      ARROW_DCHECK_NE(this->scratch_for_skip_, nullptr);
-      do {
-        int64_t batch_size = std::min(kSkipScratchBatchSize, values_to_skip);
-        values_read = ReadBatch(static_cast<int>(batch_size),
-                                scratch_for_skip_->mutable_data_as<int16_t>(),
-                                scratch_for_skip_->mutable_data_as<int16_t>(),
-                                scratch_for_skip_->mutable_data_as<T>(), 
&values_read);
-        values_to_skip -= values_read;
-      } while (values_read > 0 && values_to_skip > 0);
+      // Skip within the current Page. Since `values_to_skip < 
available_values`, the
+      // whole batch fits inside this Page and no page boundary is crossed.
+      const int batch_size = static_cast<int>(values_to_skip);
+
+      // Advance the definition levels, counting how many correspond to present
+      // (non-null) values that must be skipped in the data decoder.
+      int64_t non_null_values_to_skip = batch_size;
+      if (this->max_def_level() > 0) {
+        const auto count =
+            this->definition_level_decoder_.CountUpTo(this->max_def_level(), 
batch_size);
+        non_null_values_to_skip = count.matching_count;
+        ARROW_DCHECK_EQ(count.processed_count, batch_size);
+      }
+      // Advance the repetition levels; their values are not needed.
+      if (this->max_rep_level() > 0) {
+        this->repetition_level_decoder_.Skip(batch_size);
+      }
+      // Skip the corresponding data values.
+      this->current_decoder_.Skip(non_null_values_to_skip);
+

Review Comment:
   `TypedColumnReaderImpl::Skip` now assumes level decoders and the value 
decoder always advance exactly `batch_size` / `non_null_values_to_skip` and 
uses only `ARROW_DCHECK` for validation. In non-debug builds, if a 
truncated/corrupt page causes any of these operations to advance fewer 
elements, the code will still call `ConsumeBufferedValues(batch_size)`, leaving 
the reader state inconsistent (potentially leading to mis-decoding or later 
crashes). Please make these checks unconditional and fail fast (or otherwise 
avoid consuming buffered values when a short advance occurs).



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