[jira] [Created] (SPARK-31945) Make more cache enable for Python UDFs.

["Takuya Ueshin (Jira)" <ji...@apache.org>]

Takuya Ueshin created SPARK-31945:
-------------------------------------

             Summary: Make more cache enable for Python UDFs.
                 Key: SPARK-31945
                 URL: https://issues.apache.org/jira/browse/SPARK-31945
             Project: Spark
          Issue Type: Improvement
          Components: PySpark
    Affects Versions: 3.0.0
            Reporter: Takuya Ueshin


Currently the cache manager doesn't use the cache for {{udf}} if the {{udf}} is created again even if the functions is the same.
{code:python}
>>> func = lambda x: x

>>> df = spark.range(1)
>>> df.select(udf(func)("id")).cache()

>>> df.select(udf(func)("id")).explain()
== Physical Plan ==
*(2) Project [pythonUDF0#14 AS <lambda>(id)#12]
+- BatchEvalPython [<lambda>(id#0L)], [pythonUDF0#14]
 +- *(1) Range (0, 1, step=1, splits=12)
{code}
 



--
This message was sent by Atlassian Jira
(v8.3.4#803005)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@spark.apache.org
For additional commands, e-mail: issues-help@spark.apache.org