JingsongLi commented on code in PR #9375:
URL: https://github.com/apache/paimon/pull/9375#discussion_r3841867238


##########
paimon-python/pypaimon/write/writer/data_writer.py:
##########
@@ -122,9 +123,8 @@ def write(self, data: pa.RecordBatch):
             raise e
 
     def prepare_commit(self) -> List[DataFileMeta]:
-        if self.pending_data is not None and self.pending_data.num_rows > 0:
-            self._write_data_to_file(self.pending_data)
-            self.pending_data = None
+        if self._buffer.num_rows > 0:
+            self._write_data_to_file(self._buffer.take())

Review Comment:
   [P2] Preserve buffered rows until the prepare flush succeeds
   
   `take()` resets the buffer before `_write_data_to_file` performs fallible 
file I/O. For a reusable `StreamTableWrite`, a transient storage error followed 
by retrying `prepare_commit` on the same writer silently omits these rows: with 
a fail-once writer, this head leaves 0 rows buffered and the retry writes 
nothing, while the base version retains all 3 rows and writes them on retry. 
Please materialize without draining, perform the write, and reset only after it 
succeeds (or explicitly poison/abort the writer and reject reuse).



##########
paimon-python/pypaimon/write/writer/data_vector_writer.py:
##########
@@ -188,27 +188,29 @@ def _split_data(self, data: pa.RecordBatch) -> 
Tuple[pa.RecordBatch, pa.RecordBa
         return normal_data, vector_data
 
     def _should_roll_normal(self) -> bool:
-        if self.pending_normal_data is None:
+        # Runs on every write, so it answers from the running counts only.
+        if self._normal_buffer.is_empty:
             return False
-        if self.pending_normal_data.num_rows >= self.target_file_row_num:
+        if self._normal_buffer.num_rows >= self.target_file_row_num:
             return True
         if self.record_count % self.CHECK_ROLLING_RECORD_CNT != 0:
             return False
-        return self.pending_normal_data.nbytes > self.target_file_size
+        return self._normal_buffer.nbytes > self.target_file_size
 
     def _current_row_count(self) -> int:
-        if self.pending_normal_data is not None:
-            return self.pending_normal_data.num_rows
-        if self.vector_writer is not None and self.vector_writer.pending_data 
is not None:
-            return self.vector_writer.pending_data.num_rows
+        if not self._normal_buffer.is_empty:
+            return self._normal_buffer.num_rows
+        if self.vector_writer is not None:
+            # Running count, not a folded buffer: this runs on every write.
+            return self.vector_writer.pending_row_count
         return 0
 
     def _close_current_writers(self):
-        has_normal = self.pending_normal_data is not None and 
self.pending_normal_data.num_rows > 0
+        normal_data = self._normal_buffer.take()

Review Comment:
   [P2] Keep the normal and sidecar flush failure-atomic
   
   `_normal_buffer.take()` discards the normal rows before the normal file is 
written. If that write fails, the vector buffer remains pending; retrying 
`prepare_commit` then has no `normal_meta`, flushes the vector files, and skips 
the row-count consistency check, so it can return sidecar-only metadata and 
lose the normal half. Please retain the normal table until the coordinated 
flush succeeds, or abort/poison the composite writer on any phase failure. The 
same ordering issue is present in 
`DedicatedFormatWriter._close_current_writers` at its `_normal_buffer.take()` 
call.



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