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

    https://github.com/apache/spark/pull/18421#discussion_r124457890
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/SparkSqlParser.scala ---
    @@ -95,25 +95,32 @@ class SparkSqlAstBuilder(conf: SQLConf) extends 
AstBuilder(conf) {
        * {{{
        *   ANALYZE TABLE table COMPUTE STATISTICS [NOSCAN];
        * }}}
    +   * Example SQL for analyzing a single partition :
    +   * {{{
    +   *   ANALYZE TABLE table PARTITION (key=value,..) COMPUTE STATISTICS 
[NOSCAN];
    --- End diff --
    
    The existing syntax is not good. Could you improve them?
    ```SQL
    ANALYZE TABLE [db_name.]tablename [PARTITION(partcol1[=val1], 
partcol2[=val2], ...)] 
    COMPUTE STATISTICS [NOSCAN]
    ```
    
    In addition, since we have a restriction, please do not call 
`visitNonOptionalPartitionSpec`. Instead, we can capture the non-set partition 
column and issue a more user-friendly exception message.


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