Github user djvulee commented on a diff in the pull request: https://github.com/apache/spark/pull/16599#discussion_r96357233 --- Diff: python/pyspark/sql/readwriter.py --- @@ -431,6 +432,8 @@ def jdbc(self, url, table, column=None, lowerBound=None, upperBound=None, numPar if column is not None: if numPartitions is None: numPartitions = self._spark._sc.defaultParallelism --- End diff -- I have a little worry whether this change will break the API. If some users just specify the `column`, `lowerBound`, `upperBound` in some Spark version, its program will fail after update, even very few people just use the default parallelism. In my personal opinion, I prefer to make a change and keep API consistent. If your opinion is to add the assert on `numPartitions`, I will update the PR soon.
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