ueshin commented on code in PR #41948:
URL: https://github.com/apache/spark/pull/41948#discussion_r1264266121


##########
python/pyspark/sql/udtf.py:
##########
@@ -103,6 +104,14 @@ class VectorizedUDTF:
         def __init__(self) -> None:
             self.func = cls()
 
+        if hasattr(cls, "analyze") and isinstance(
+            inspect.getattr_static(cls, "analyze"), staticmethod
+        ):
+
+            @staticmethod

Review Comment:
   Discussed offline and decided so far we don't support non-`@staticmethod` 
analyze, to avoid confusion for a case like:
   
   ```py
   class MyUDTF:
       def analyze(self, a):
           self.some_boolean_value = ...
           return StructType(...)
   
       def eval(self, a):
           if self.some_boolean_value:
               yield a + self._foo
   ```
   
   The instances between `analyze` and `eval` will be different, so it worn't 
work as expected.



##########
python/pyspark/sql/udtf.py:
##########
@@ -103,6 +104,14 @@ class VectorizedUDTF:
         def __init__(self) -> None:
             self.func = cls()
 
+        if hasattr(cls, "analyze") and isinstance(
+            inspect.getattr_static(cls, "analyze"), staticmethod
+        ):
+
+            @staticmethod

Review Comment:
   Discussed offline and decided we don't support non-`@staticmethod` analyze 
for now, to avoid confusion for a case like:
   
   ```py
   class MyUDTF:
       def analyze(self, a):
           self.some_boolean_value = ...
           return StructType(...)
   
       def eval(self, a):
           if self.some_boolean_value:
               yield a + self._foo
   ```
   
   The instances between `analyze` and `eval` will be different, so it worn't 
work as expected.



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