dongjoon-hyun commented on a change in pull request #27928: 
[SPARK-31167][BUILD] Refactor how we track Python test/build dependencies
URL: https://github.com/apache/spark/pull/27928#discussion_r393504505
 
 

 ##########
 File path: dev/requirements.txt
 ##########
 @@ -1,5 +1,7 @@
-flake8==3.5.0
+pycodestyle==2.5.0
+flake8==3.7.9
 jira==1.0.3
 PyGithub==1.26.0
 Unidecode==0.04.19
-sphinx
+sphinx==2.3.1
+numpy==1.18.1
 
 Review comment:
   I understand the trade-off mentioned by @HyukjinKwon . Actually, I tried to 
pin once before and dropped my PR due to that. +1 for @HyukjinKwon 's advice, 
`I would only pin the version when an issue difficult to fix is found.`.
   
   The only exception is `spark-rm/Dockerfile`. We need to use specific version 
and to manager explicitly there.

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