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https://issues.apache.org/jira/browse/ARROW-17342?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17576943#comment-17576943
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David Li commented on ARROW-17342:
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We also shouldn't round-trip through JSON to test for equality; we should just 
use {{VectorSchemaRoot#equals}} or something equivalent (if we wanted to be 
very nice, we should provide something that'll also print a diff)

> [Java] Improve testing of Dataset bindings
> ------------------------------------------
>
>                 Key: ARROW-17342
>                 URL: https://issues.apache.org/jira/browse/ARROW-17342
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: Java
>            Reporter: David Li
>            Priority: Major
>
> From https://github.com/apache/arrow/pull/13811
> * We should ensure all types are tested
> * We should organize tests in a way that Parquet, IPC, and eventually CSV/ORC 
> can mostly share test code (save for perhaps skipping/overriding specific 
> format-type pairs)
> Incidentally: it may be good to incrementally port this module to JUnit5 and 
> drop JUnit4



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