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https://issues.apache.org/jira/browse/SPARK-46873?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-46873:
-----------------------------------
Labels: pull-request-available (was: )
> PySpark spark.streams should not recreate new StreamingQueryManager
> -------------------------------------------------------------------
>
> Key: SPARK-46873
> URL: https://issues.apache.org/jira/browse/SPARK-46873
> Project: Spark
> Issue Type: Task
> Components: Connect, PySpark, SS
> Affects Versions: 4.0.0
> Reporter: Wei Liu
> Priority: Major
> Labels: pull-request-available
>
> In Scala, there is only one streaming query manager for one spark session:
> ```
> scala> spark.streams
> val *res0*: *org.apache.spark.sql.streaming.StreamingQueryManager* =
> org.apache.spark.sql.streaming.StreamingQueryManager@46bb8cba
>
> scala> spark.streams
> val *res1*: *org.apache.spark.sql.streaming.StreamingQueryManager* =
> org.apache.spark.sql.streaming.StreamingQueryManager@46bb8cba
>
> scala> spark.streams
> val *res2*: *org.apache.spark.sql.streaming.StreamingQueryManager* =
> org.apache.spark.sql.streaming.StreamingQueryManager@46bb8cba
>
> scala> spark.streams
> val *res3*: *org.apache.spark.sql.streaming.StreamingQueryManager* =
> org.apache.spark.sql.streaming.StreamingQueryManager@46bb8cba
> ```
>
> In Python, this is currently false:
> ```
> >>> spark.streams
> <pyspark.sql.connect.streaming.query.StreamingQueryManager object at
> 0x1011f7c10>
> >>> spark.streams
> <pyspark.sql.connect.streaming.query.StreamingQueryManager object at
> 0x1011f71f0>
> >>> spark.streams
> <pyspark.sql.connect.streaming.query.StreamingQueryManager object at
> 0x1011f7be0>
> >>> spark.streams
> <pyspark.sql.connect.streaming.query.StreamingQueryManager object at
> 0x1011f7c40>
> ```
>
> Python should align scala behavior.
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