rohanjain101 opened a new issue, #46063:
URL: https://github.com/apache/arrow/issues/46063
### Describe the bug, including details regarding any error messages,
version, and platform.
```
>>> pa.compute.max(pa.array([float("nan"), float("nan")]))
<pyarrow.DoubleScalar: -inf>
>>> pa.compute.min(pa.array([float("nan"), float("nan")]))
<pyarrow.DoubleScalar: inf>
>>>
```
min/max returned values that are not in the column. Perhaps NaN should be
returned instead?
### Component(s)
C++
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