cpcloud commented on a change in pull request #11607:
URL: https://github.com/apache/arrow/pull/11607#discussion_r743767094
##########
File path: docs/source/format/Columnar.rst
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@@ -693,6 +690,16 @@ Only the slot in the array corresponding to the type index
is considered. All
"unselected" values are ignored and could be any semantically correct array
value.
+.. note:: Critically, the sparse union allows shared columns to be reused
between union members
+ in the ubiquitous union-of-structs with non-overlapping-fields use case.
For example the union::
+
+ SparseUnion<m1: Struct<i: Int32>,
+ m2: Struct<i: Int32, f: Float32, s: VarBinary>,
+ m3: Struct<f: Float32, s: VarBinary>>
+
+ could be backed by just three columns (one for each type) since no union
member requires more
+ than one of each.
Review comment:
I think this note is confusing as well, because it's suggesting that
something that requires a good deal of care can be done without really giving
any details about how one might go about doing it. Personally, I think we
should probably remove the note entirely.
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