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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2022/06/18 07:08:00 UTC

[GitHub] [spark] zhengruifeng commented on a diff in pull request #36893: [SPARK-39494][PYTHON] Support `createDataFrame` from a list of scalars

zhengruifeng commented on code in PR #36893:
URL: https://github.com/apache/spark/pull/36893#discussion_r900708474


##########
python/pyspark/sql/session.py:
##########
@@ -1024,7 +1024,14 @@ def prepare(obj: Any) -> Any:
         if isinstance(data, RDD):
             rdd, struct = self._createFromRDD(data.map(prepare), schema, samplingRatio)
         else:

Review Comment:
   ```suggestion
           else if isinstance(data, list):
               # Wrap each element with a tuple if there is any scalar in the list
               has_scalar = any(isinstance(x, str) or not hasattr(x, "__len__") for x in data)
               converted_data = [(x,) for x in data] if has_scalar else data
               rdd, struct = self._createFromLocal(map(prepare, converted_data), schema)
           else:
               rdd, struct = self._createFromLocal(map(prepare, data), schema)
   ```



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