zhengruifeng commented on code in PR #57911:
URL: https://github.com/apache/spark/pull/57911#discussion_r3819039975
##########
python/pyspark/sql/conversion.py:
##########
@@ -685,6 +685,27 @@ def convert_array(value: Any) -> Any:
assert isinstance(value, (list, array.array))
return list(value)
+ elif isinstance(dataType.elementType, (StringType, BinaryType)):
+ # Inline the scalar identity fast path so elements that are
+ # already the target Python type skip the per-element converter
+ # call entirely: `convert_string`/`convert_binary` return such
+ # elements unchanged. `str` and immutable `bytes` are the two
+ # element types whose converter is a no-op on a matching value.
+ # Any other element -- including `None` (whose nullability is
+ # enforced by `element_conv`) and values that need coercion
(e.g.
+ # a bool to string) -- falls back to `element_conv`, reused
+ # unchanged.
+ fast_type = str if isinstance(dataType.elementType,
StringType) else bytes
Review Comment:
i guess the fast path should check 'dataType.containsNull'?
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