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

    https://github.com/apache/spark/pull/12081#discussion_r59327943
  
    --- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveSessionCatalog.scala ---
    @@ -74,9 +75,18 @@ private[sql] class HiveSessionCatalog(
       // | Methods and fields for interacting with HiveMetastoreCatalog |
       // ----------------------------------------------------------------
     
    -  override def getDefaultDBPath(db: String): String = {
    -    val defaultPath = 
context.hiveconf.getVar(HiveConf.ConfVars.METASTOREWAREHOUSE)
    -    new Path(new Path(defaultPath), db + ".db").toString
    +  // This function is to get the path for creating a non-default database
    +  override def getDatabasePath(dbName: String, path: Option[String] = 
None): String = {
    +    val dbPath = path.map(new Path(_)).getOrElse {
    +      val defaultPath = 
context.hiveconf.getVar(HiveConf.ConfVars.METASTOREWAREHOUSE)
    +      if (StringUtils.isBlank(defaultPath)) {
    +        throw new AnalysisException(
    +          s"${HiveConf.ConfVars.METASTOREWAREHOUSE.varname} is not set in 
the config or blank")
    +      }
    +      new Path(new Path(defaultPath), dbName.toLowerCase() + ".db")
    +    }
    +    val fs = dbPath.getFileSystem(context.hiveconf)
    +    new Path(fs.getUri.getScheme, fs.getUri.getAuthority, 
dbPath.toUri.getPath).toString
    --- End diff --
    
    Sure, will add comments and rename it. 
    
    Here, I am just following what metastore is doing for path generation. I 
think the major reason is documented: 
https://github.com/apache/hive/blob/master/metastore/src/java/org/apache/hadoop/hive/metastore/Warehouse.java#L127-L133
    
    The paths in `HiveConf.ConfVars.METASTOREWAREHOUSE` or user-provided 
location could have potential issues. I think that might be the reason why 
metastore did it like 
https://github.com/apache/hive/blob/master/metastore/src/java/org/apache/hadoop/hive/metastore/Warehouse.java#L159


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