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https://issues.apache.org/jira/browse/FLINK-19654?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17216271#comment-17216271
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Dian Fu commented on FLINK-19654:
---------------------------------

-  Update the dependency test from *scipy* to *pytest* to reduce the execution 
time:
merged to master via ce4efe6099aeac3139f81c1047abe8511aac59f4

> Improve the execution time of PyFlink end-to-end tests
> ------------------------------------------------------
>
>                 Key: FLINK-19654
>                 URL: https://issues.apache.org/jira/browse/FLINK-19654
>             Project: Flink
>          Issue Type: Bug
>          Components: API / Python, Tests
>    Affects Versions: 1.12.0
>            Reporter: Dian Fu
>            Assignee: Huang Xingbo
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: 1.12.0
>
>         Attachments: image (7).png
>
>
> Thanks for the sharing from [~rmetzger], currently the test duration for 
> PyFlink end-to-end test is as following:
> ||test case||average execution-time||maximum execution-time||
> |PyFlink Table end-to-end test|1340s|1877s|
> |PyFlink DataStream end-to-end test|387s|575s|
> |Kubernetes PyFlink application test|606s|694s|
> We need to investigate how to improve them to reduce the execution time.



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