Github user lw-lin commented on the pull request:

    https://github.com/apache/spark/pull/11845#issuecomment-198718502
  
    Ah, I guess the reason is:
    - for the blue box in the event timeline, itself is clickable both for 
streaming/non-streaming jobs, so it's unnecessary to contain any HTML like `<a 
href></a>`
    - for the black tooltip, it is designed to contain only plain texts. The 
tooltip would just move with the cursor, so even it does contain a link, no one 
can manage to click on it.
    
    The original tooltip library does accept and render HTML, but I guess we 
Spark developers decide we only need plain texts here (see the above 2 points), 
so we'll escape things to prevent from malicious codes. However then HTMLs(`<a 
href></a>`) slipped in along with PR#8791 :)


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