pralabhkumar opened a new pull request #35191:
URL: https://github.com/apache/spark/pull/35191


   ### What changes were proposed in this pull request?
   Fix Series.asof when values of the series is not sorted
   
   
   ```
   import pandas as pd
   from pyspark import pandas as ps
   import numpy as np
   pser = pd.Series([2, 1, np.nan, 4], index=[10, 20, 30, 40], name="Koalas")
   psser = ps.from_pandas(pser)
   psser.asof([5, 25])
   5     NaN
   25    1.0
   Name: Koalas, dtype: float64
   pser.asof([5, 25])
   5     NaN
   25    1.0
   Name: Koalas, dtype: float64
   
   ```
   
   ### Why are the changes needed?
   There is a bug in ps.as_of, when the series is not sorted
   
   ### Does this PR introduce any user-facing change?
   Yes user will be able to see the behavior exactly matching to pandas
   
   ### How was this patch tested?
   unit tests


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