Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/21312
  
    @icexelloss It only happens when there are more than one batch in each 
partition. Existing tests do not hit this condition. That is why the added test 
here is doing a `repartition`:
    
    `df = self.data.withColumn("arr", array(col("id"))).repartition(1, "id")`


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