Xinrong Meng created SPARK-36310:
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Summary: Fix hasnan(), any(), and all() window function
Key: SPARK-36310
URL: https://issues.apache.org/jira/browse/SPARK-36310
Project: Spark
Issue Type: Bug
Components: PySpark
Affects Versions: 3.2.0
Reporter: Xinrong Meng
{code:java}
File "/__w/spark/spark/python/pyspark/pandas/groupby.py", line 1497, in
pyspark.pandas.groupby.GroupBy.rank
Failed example:
df.groupby("a").rank().sort_index()
Exception raised:
...
pyspark.sql.utils.AnalysisException: It is not allowed to use a window function
inside an aggregate function. Please use the inner window function in a
sub-query.
{code}
As shown above, hasnans() used in "rank" causes "It is not allowed to use a
window function inside an aggregate function" exception.
any() and all() have the same issue.
We shall adjust that.
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