Github user karup1990 commented on the pull request: https://github.com/apache/incubator-zeppelin/pull/695#issuecomment-179935889 When SparkSqlinterpreter returns the result , ZeppelinContext constructs a String out of it for displaying on UI. The logic to construct result string uses String Class for each column value in each row. If result has x rows and each row has y columns, it creates x * y String objects for constructing the result string. For large values of x and y, the number of String objects created is enormous and is time consuming. Instead we could use StringBuilder, which will reduce number of objects created and will be faster.
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