Github user xuanyuanking commented on the issue:

    https://github.com/apache/spark/pull/17702
  
    ```
    This approach only works if the first level glob pattern matches a lot of 
directories.
    ```
    Yep, actually in our internal usage, we leave the problem to user and they 
should use first wild cast to represent most of file.
    ```
    Maybe we should just fork the Hadoop Globber and improve it to run in 
parallel.
    ```
    Thanks for your detailed explain and guidance, I'll reconsider this and 
open another PR.


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