Github user hvanhovell commented on a diff in the pull request:

    https://github.com/apache/spark/pull/15090#discussion_r79166502
  
    --- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/StatisticsSuite.scala ---
    @@ -101,4 +101,47 @@ class StatisticsSuite extends QueryTest with 
SharedSQLContext {
           checkTableStats(tableName, expectedRowCount = Some(2))
         }
       }
    +
    +  test("test column-level statistics for data source table created in 
InMemoryCatalog") {
    +    def checkColStats(colStats: BasicColStats, expectedColStats: 
BasicColStats): Unit = {
    +      assert(colStats.dataType == expectedColStats.dataType)
    +      assert(colStats.numNulls == expectedColStats.numNulls)
    +      assert(colStats.max == expectedColStats.max)
    +      assert(colStats.min == expectedColStats.min)
    +      if (expectedColStats.ndv.isDefined) {
    +        // ndv is an approximate value, so we just make sure we have the 
value
    +        assert(colStats.ndv.get >= 0)
    --- End diff --
    
    you can also check if the value is within 3 standard deviations.


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