rdblue commented on code in PR #6775:
URL: https://github.com/apache/iceberg/pull/6775#discussion_r1111320361


##########
python/pyiceberg/io/pyarrow.py:
##########
@@ -546,11 +568,45 @@ def project_table(
         id for id in projected_schema.field_ids if not 
isinstance(projected_schema.find_type(id), (MapType, ListType))
     }.union(extract_field_ids(bound_row_filter))
 
+    tasks_data_files: List[FileScanTask] = []
+    tasks_positional_deletes: List[FileScanTask] = []
+    for task in tasks:
+        if task.file.content == DataFileContent.DATA:
+            tasks_data_files.append(task)
+        elif task.file.content == DataFileContent.POSITION_DELETES:
+            tasks_positional_deletes.append(task)
+        elif task.file.content == DataFileContent.EQUALITY_DELETES:
+            raise ValueError("PyIceberg does not yet support equality deletes: 
https://github.com/apache/iceberg/issues/6568";)
+        else:
+            raise ValueError(f"Unknown file content: {task.file.content}")
+
     with ThreadPool() as pool:
+        positional_deletes_per_file: Dict[str, List[pa.ChunkedArray]] = {}
+        if tasks_positional_deletes:
+            # If there are any positional deletes, get those first
+            for delete_files in pool.starmap(
+                func=_read_deletes,
+                iterable=[(fs, task.file.file_path) for task in 
tasks_positional_deletes],
+            ):
+                for file, buffer in delete_files.items():
+                    positional_deletes_per_file[file] = 
positional_deletes_per_file.get(file, []) + [buffer]

Review Comment:
   I think this needs to take sequence number into account.



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