zhengruifeng commented on code in PR #49624:
URL: https://github.com/apache/spark/pull/49624#discussion_r1926867921


##########
python/pyspark/ml/feature.py:
##########
@@ -5072,7 +5073,7 @@ def __init__(
         self._setDefault(
             stopWords=StopWordsRemover.loadDefaultStopWords("english"),
             caseSensitive=False,
-            locale=self._java_obj.getLocale(),
+            locale="en_US" if isinstance(self._java_obj, str) else 
self._java_obj.getLocale(),

Review Comment:
   let me rethink here, if we skip _setDefault locale, then 
`remover.getLocale()` fails if user does not explicitly set it, but it will 
reuse the default value in the jvm side.



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