Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/16365
  
    This is actually the message users face in some cases. Isn't it :)?
    
    ```scala
    val df1 = spark.range(10).selectExpr("id as intcol", "cast(id as int) as 
longcol")
    df1.write.parquet("/tmp/a")
    val df2 = spark.range(10).selectExpr("id as intcol", "id as longcol")
    df2.write.parquet("/tmp/b")
    spark.read.option("mergeSchema", true).parquet("/tmp/a", "/tmp/b").show()
    ```
    
    **Before**
    
    ```
    ...
    Caused by: org.apache.spark.SparkException: Failed to merge field longcol: 
Failed to merge incompatible data types IntegerType and LongType
      at 
org.apache.spark.sql.types.StructType$$anonfun$merge$1$$anonfun$apply$3.apply(StructType.scala:480)
      at 
org.apache.spark.sql.types.StructType$$anonfun$merge$1$$anonfun$apply$3.apply(StructType.scala:471)
      at scala.Option.map(Option.scala:146)
    ...
    ```
    
    **After**
    
    ```
    ...
    Caused by: org.apache.spark.SparkException: Failed to merge incompatible 
data types IntegerType and LongType
      at org.apache.spark.sql.types.StructType$.merge(StructType.scala:515)
      at 
org.apache.spark.sql.types.StructType$$anonfun$merge$1$$anonfun$apply$3.apply(StructType.scala:473)
      at 
org.apache.spark.sql.types.StructType$$anonfun$merge$1$$anonfun$apply$3.apply(StructType.scala:471)
    ...
    ```
    
    BTW, it looks the test in `DataTypeSuite` was not added by mistake.


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