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

    https://github.com/apache/spark/pull/18421#discussion_r126273094
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/SparkSqlParser.scala ---
    @@ -93,30 +93,50 @@ class SparkSqlAstBuilder extends AstBuilder {
       }
     
       /**
    -   * Create an [[AnalyzeTableCommand]] command or an 
[[AnalyzeColumnCommand]] command.
    -   * Example SQL for analyzing table :
    +   * Create an [[AnalyzeTableCommand]] command, or an 
[[AnalyzePartitionCommand]]
    +   * or an [[AnalyzeColumnCommand]] command.
    +   * Example SQL for analyzing table or a set of partitions :
        * {{{
    -   *   ANALYZE TABLE table COMPUTE STATISTICS [NOSCAN];
    +   *   ANALYZE TABLE [db_name.]tablename [PARTITION (partcol1[=val1], 
partcol2[=val2], ...)]
    +   *   COMPUTE STATISTICS [NOSCAN];
        * }}}
    +   *
        * Example SQL for analyzing columns :
        * {{{
    -   *   ANALYZE TABLE table COMPUTE STATISTICS FOR COLUMNS column1, column2;
    +   *   ANALYZE TABLE [db_name.]tablename COMPUTE STATISTICS FOR COLUMNS 
column1, column2;
        * }}}
        */
       override def visitAnalyze(ctx: AnalyzeContext): LogicalPlan = 
withOrigin(ctx) {
    -    if (ctx.partitionSpec != null) {
    -      logWarning(s"Partition specification is ignored: 
${ctx.partitionSpec.getText}")
    +    if (ctx.identifier != null &&
    +        ctx.identifier.getText.toLowerCase(Locale.ROOT) != "noscan") {
    +      throw new ParseException(s"Expected `NOSCAN` instead of 
`${ctx.identifier.getText}`", ctx)
         }
    -    if (ctx.identifier != null) {
    -      if (ctx.identifier.getText.toLowerCase(Locale.ROOT) != "noscan") {
    -        throw new ParseException(s"Expected `NOSCAN` instead of 
`${ctx.identifier.getText}`", ctx)
    +
    +    val partitionSpec =
    +      if (ctx.partitionSpec != null) {
    +        val filteredSpec = 
visitPartitionSpec(ctx.partitionSpec).filter(_._2.isDefined)
    +        if (filteredSpec.isEmpty) {
    +          None
    +        } else {
    +          Some(filteredSpec.mapValues(_.get))
    +        }
    +      } else {
    +        None
    +      }
    +
    +    val table = visitTableIdentifier(ctx.tableIdentifier)
    +    if (ctx.identifierSeq() == null) {
    +      if (partitionSpec.isDefined) {
    +        AnalyzePartitionCommand(table, partitionSpec.get, noscan = 
ctx.identifier != null)
    +      } else {
    +        AnalyzeTableCommand(table, noscan = ctx.identifier != null)
           }
    -      AnalyzeTableCommand(visitTableIdentifier(ctx.tableIdentifier))
    -    } else if (ctx.identifierSeq() == null) {
    -      AnalyzeTableCommand(visitTableIdentifier(ctx.tableIdentifier), 
noscan = false)
         } else {
    +      if (partitionSpec.isDefined) {
    --- End diff --
    
    should use `if (ctx.partitionSpec != null)`, currently we don't support 
partition-level column stats.


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