Github user lw-lin commented on the pull request:

    https://github.com/apache/spark/pull/11845#issuecomment-198714597
  
    Maybe let's summarize a little bit:
    - job/stage descriptions are used at 2 places: the `Event Timeline` and the 
text tables (`CompletedJobs`/`CompletedStages`)
    - job/stage descriptions were intended to contains only texts at first, so 
everything's well
    - https://github.com/apache/spark/pull/8791 introduced HTML in job/stage 
description for streaming jobs
     - the text tables works well, because it renders HTML links directly, 
without escaping the description
     - the event time line escapes the description intentionally, and then 
displays the description, leading to the plain `<a href></a>` thing



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