xinrong-databricks commented on a change in pull request #34101:
URL: https://github.com/apache/spark/pull/34101#discussion_r717822966



##########
File path: python/pyspark/sql/pandas/conversion.py
##########
@@ -301,27 +314,50 @@ class SparkConversionMixin(object):
     Min-in for the conversion from pandas to Spark. Currently, only 
:class:`SparkSession`
     can use this class.
     """
-    def createDataFrame(self, data, schema=None, samplingRatio=None, 
verifySchema=True):
+
+    @overload
+    def createDataFrame(
+        self, data: "PandasDataFrameLike", samplingRatio: Optional[float] = ...
+    ) -> "DataFrame":
+        ...
+
+    @overload
+    def createDataFrame(
+        self,
+        data: "PandasDataFrameLike",
+        schema: Union[StructType, str],
+        verifySchema: bool = ...,
+    ) -> "DataFrame":
+        ...
+
+    def createDataFrame(  # type: ignore[misc]

Review comment:
       Since we have `@overload`s, do we have to annotate the original function 
here for `createDataFrame`?
   Can we simply ignore the `[no-untyped-def]` here?




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