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

    https://github.com/apache/spark/pull/15868#discussion_r87910285
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JdbcUtils.scala
 ---
    @@ -667,7 +667,14 @@ object JdbcUtils extends Logging {
         val getConnection: () => Connection = createConnectionFactory(options)
         val batchSize = options.batchSize
         val isolationLevel = options.isolationLevel
    -    df.foreachPartition(iterator => savePartition(
    +    val numPartitions = options.numPartitions
    +    val repartitionedDF =
    +      if (numPartitions != null && numPartitions.toInt != 
df.rdd.getNumPartitions) {
    --- End diff --
    
    Normally, based on my understanding, users only cares the maximal number of 
connections. Thus, no need to repartition it when `numPartitions.toInt >= 
df.rdd.getNumPartitions`, right?


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