rithwik-db commented on code in PR #41973:
URL: https://github.com/apache/spark/pull/41973#discussion_r1264028111


##########
python/pyspark/ml/torch/distributor.py:
##########
@@ -910,17 +932,20 @@ def run(self, train_object: Union[Callable, str], *args: 
Any, **kwargs: Any) ->
             train_object is a Callable with an expected output. Returns None 
if train_object is
             a file.
         """
+        return self._run(train_object, 
TorchDistributor._run_training_on_pytorch_file, *args, **kwargs)
+
+    def _run(self, train_object: Union[Callable, str], run_pytorch_file_fn: 
Callable, *args: Any, **kwargs: Any) -> Optional[Any]:
         if isinstance(train_object, str):
-            framework_wrapper_fn = 
TorchDistributor._run_training_on_pytorch_file
+            framework_wrapper_fn = run_pytorch_file_fn

Review Comment:
   This breaks parity; I wouldn't recommend this change



##########
python/pyspark/ml/torch/distributor.py:
##########
@@ -910,17 +932,20 @@ def run(self, train_object: Union[Callable, str], *args: 
Any, **kwargs: Any) ->
             train_object is a Callable with an expected output. Returns None 
if train_object is
             a file.
         """
+        return self._run(train_object, 
TorchDistributor._run_training_on_pytorch_file, *args, **kwargs)
+
+    def _run(self, train_object: Union[Callable, str], run_pytorch_file_fn: 
Callable, *args: Any, **kwargs: Any) -> Optional[Any]:
         if isinstance(train_object, str):
-            framework_wrapper_fn = 
TorchDistributor._run_training_on_pytorch_file
+            framework_wrapper_fn = run_pytorch_file_fn

Review Comment:
   This breaks parity and readability; I wouldn't recommend this change



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