GitHub user maropu opened a pull request:

    https://github.com/apache/spark/pull/14800

    [SPARK-15382][SQL] Fix a bug in sampling with replacement

    ## What changes were proposed in this pull request?
    This pr to fix a bug below in sampling with replacement
    ```
    val df = Seq((1, 0), (2, 0), (3, 0)).toDF("a", "b")
    df.sample(true, 2.0).withColumn("c", 
monotonically_increasing_id).select($"c").show
    +---+
    |  c|
    +---+
    |  0|
    |  1|
    |  1|
    |  1|
    |  2|
    +---+
    ```
    
    ## How was this patch tested?
    Added a test in `DataFrameSuite`.

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/maropu/spark FixSampleBug

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/14800.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #14800
    
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