The summary page of Spark 2.0 history server web UI keep displaying "Loading
history summary..." all the time and crashes the browser when there are more
than 10K application history event logs on HDFS.

I did some investigation, "historypage.js" file sends a REST request to
/api/v1/applications endpoint of history server REST endpoint and gets back
json response. When there are more than 10K applications inside the event
log directory it takes forever to parse them and render the page. When there
are only hundreds or thousands of application history it is running fine.

I've created a JIRA here: https://issues.apache.org/jira/browse/SPARK-17243



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