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https://issues.apache.org/jira/browse/SPARK-36319?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17388269#comment-17388269
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Apache Spark commented on SPARK-36319:
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User 'EnricoMi' has created a pull request for this issue:
https://github.com/apache/spark/pull/33545

> Have Observation return Map instead of Row
> ------------------------------------------
>
>                 Key: SPARK-36319
>                 URL: https://issues.apache.org/jira/browse/SPARK-36319
>             Project: Spark
>          Issue Type: Improvement
>          Components: Java API, PySpark, SQL
>    Affects Versions: 3.3.0
>            Reporter: Enrico Minack
>            Priority: Major
>
> As [~gurwls223] pointed out, the {{Observation}} API (Scala, Java, PySpark) 
> could return a {{Map}} / {{Dict}}. It currently returns {{Row}} simply 
> because the metrics are (internal to {{Observation}}) retrieved from the 
> listener as rows. Since that is hidden from the user by the {{Observation}} 
> API, there is no need to return {{Row}}.
> If there is some value in the original {{Row}}, both could be provided via 
> {{getAsRow}} and {{getAsMap}}.
> The {{Observation}} API has been added to Spark in unreleased 3.3.0, so it 
> should not be a blocker to remove the {{Row}} return type in 3.3.0 again.



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