feat(datasets) Add a check for same object partitioners #4335
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The dict of split to the partitioner object should not have the same objects (value of the dict) (even if the same type of partitioning happens). This PR adds a check to ensure the correctness (without it, the code "fails" silently, the non-first used split will not be partitioned but the partitions of the first divided split will be returned).