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https://issues.apache.org/jira/browse/SPARK-35782?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17555255#comment-17555255
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Dongjoon Hyun commented on SPARK-35782:
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We provide RocksDB alternative for this issue.

> leveldbjni doesn't work in Apple Silicon on macOS
> -------------------------------------------------
>
>                 Key: SPARK-35782
>                 URL: https://issues.apache.org/jira/browse/SPARK-35782
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 3.1.2
>            Reporter: DB Tsai
>            Priority: Major
>
> leveldbjni doesn't contain the native library for Apple Silicon on macOS. We 
> will need to build native library for Apple Silicon on macOS, and cut a new 
> release so Spark can use it.
> However, it is not maintained for a long time, and the last release was in 
> 2016. Per 
> [discussion|http://apache-spark-developers-list.1001551.n3.nabble.com/leveldbjni-dependency-td30146.html]
>  in spark dev mailing list, other platform also runs into the same support 
> issue. Perhaps, we should we consider racksdb as replacement.
> Note, here is the rocksdb task to support Apple Silicon, 
> https://github.com/facebook/rocksdb/issues/7720



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