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

    https://github.com/apache/spark/pull/3431#discussion_r22525893
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala ---
    @@ -83,10 +99,104 @@ private[sql] class DDLParser extends 
StandardTokenParsers with PackratParsers wi
       protected lazy val className: Parser[String] = repsep(ident, ".") ^^ { 
case s => s.mkString(".")}
     
       protected lazy val pair: Parser[(String, String)] = ident ~ stringLit ^^ 
{ case k ~ v => (k,v) }
    +
    +  protected lazy val column: Parser[StructField] =
    +  ( ident ~  ident ^^ { case name ~ typ =>
    +      StructField(name, metastoreTypes.toDataType(typ))
    +    }
    +  |
    +    ident ~ (DECIMAL ~ "(" ~> numericLit) ~ ("," ~> numericLit <~ ")") ^^ {
    +      case name ~ precision ~ scale =>
    +        StructField(name, DecimalType(precision.toInt, scale.toInt))
    +    }
    +  )
    +}
    +
    +/**
    + * :: DeveloperApi ::
    + * Provides a parser for data types.
    + */
    +@DeveloperApi
    +private[sql] class MetastoreTypes extends RegexParsers {
    +  protected lazy val primitiveType: Parser[DataType] =
    +    "string" ^^^ StringType |
    --- End diff --
    
    We'd better consider the lowercase and upper case of `type` which user 
defined.
    e.g:
    ```
    name STRING,  
        salary FLOAT,  
        subordinates ARRAY<STRING>,  
        deductions MAP<STRING, FLOAT>,  
        address STRUCT<street:STRING, city:STRING, state:STRING, zip:INT>  
    ```


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