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Posted to issues@spark.apache.org by "Xiao Li (JIRA)" <ji...@apache.org> on 2018/07/13 05:34:00 UTC
[jira] [Updated] (SPARK-19378) StateOperator metrics should still
return the total number of rows in state even if there was no data for a
trigger
[ https://issues.apache.org/jira/browse/SPARK-19378?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Xiao Li updated SPARK-19378:
----------------------------
Fix Version/s: (was: 3.0.0)
2.2.0
> StateOperator metrics should still return the total number of rows in state even if there was no data for a trigger
> -------------------------------------------------------------------------------------------------------------------
>
> Key: SPARK-19378
> URL: https://issues.apache.org/jira/browse/SPARK-19378
> Project: Spark
> Issue Type: Bug
> Components: Structured Streaming
> Affects Versions: 2.1.0
> Reporter: Burak Yavuz
> Assignee: Burak Yavuz
> Priority: Major
> Fix For: 2.1.1, 2.2.0
>
>
> If you have a StreamingDataFrame with an aggregation, we report a metric called stateOperators which consists of a list of data points per aggregation for our query (With Spark 2.1, only one aggregation is supported).
> These data points report:
> - numUpdatedStateRows
> - numTotalStateRows
> If a trigger had no data - therefore was not fired - we return 0 data points, however we should actually return a data point with
> - numTotalStateRows: numTotalStateRows in lastExecution
> - numUpdatedStateRows: 0
> This also affects eventTime statistics. We should still provide the min, max, avg even through the data didn't change.
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