Github user tarekauel commented on the pull request: https://github.com/apache/spark/pull/6981#issuecomment-116881285 @Davies To be honest, I don't think that this is precise enough, is it? Someday someone will create a Jira ticket and report the "bug" below: ``` scala> 1970 + ((new java.text.SimpleDateFormat("yyyy-MM-dd").parse("2015-01-01").getTime - 1)/ 1000 / 3600 / 24 / 365.24).toInt res1: Int = 2015 ``` ``` scala> val c = java.util.Calendar.getInstance(); c.setTimeInMillis(new java.text.SimpleDateFormat("yyyy-MM-dd").parse("2015-01-01").getTime - 1) scala> c.get(java.util.Calendar.YEAR) res6: Int = 2014 ``` I changed the coding in order to use `java.util.Calendar`. I compared the runtime for calculating the month 1,000,000 times: `sdf 1791ms` `calendar 251ms` This is significant faster. I created in a small prototype a custom implementation (without any Date functions and it was just as fast as `Calendar`
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