Github user jmchung commented on the issue:

    https://github.com/apache/spark/pull/18865
  
    To @viirya and @gatorsmile, I made some modifications as follows:
    1.  move the check of `_corrupt_record` out of the function block to get 
fast fail in driver instead of executor side.
    2. `sparkContext.parallelize(data, 1)` to 
`sparkContext.parallelize(Seq(data), 1)`; without `Seq` the data will be stored 
with a char for each line.
    3. `schema` is still required to load the json file in this test case. 
Would it be that infer schema did not contain `_corrupt_record`?
    
    BTW, the previous test case will get the following schema:
    ```
    root
     |-- _corrupt_record: string (nullable = true)
    ```


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