marcoabreu commented on issue #9771: Modify NDArrayIter constructor to receive 
tuple (i.e. dict in Python)?
URL: https://github.com/apache/incubator-mxnet/pull/9771#issuecomment-365201632
 
 
   Since we are using semantic versioning, this would require a major version
   update. Thus, this change can not be accepted in that form. I'd appreciate
   it if you could try to find a backwards compatible solution. If you need
   help in doing so, feel free to let us know and we will try to assist.
   
   Am 13.02.2018 3:28 vorm. schrieb "Sheng-Ying" <notificati...@github.com>:
   
   Adding an additional constructor is our first consideration. But after
   observing the original interface:
   
   class NDArrayIter (data: IndexedSeq[NDArray], label:
   IndexedSeq[NDArray] = IndexedSeq.empty,
                     private val dataBatchSize: Int = 1, shuffle: Boolean = 
false,
                     lastBatchHandle: String = "pad",
                     dataName: String = "data", labelName: String =
   "label") extends DataIter {...
   
   we found there is no position to place the custom names. Therefore, since
   each overloading constructor has to call primary constructor, keeping the
   original interface may not a possible way if we want to make using multiple
   input flexible.
   
   Another reason we modifying the existing constructor is that we observer
   the fields defined in the class:
   
   val initData: IndexedSeq[(String, NDArray)] = IO.initData(_dataList,
   false, dataName)val initLabel: IndexedSeq[(String, NDArray)] =
   IO.initData(_labelList, true, labelName)
   
   We guess maybe using the type IndexedSeq[(String, NDArray)] is the original
   motivation at the beginning.
   
   In Python there is a way
   
<https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/io.py#L490>
   to manipulate multiple input. But Scala is static type. Maybe we can try to
   rethink about the API interface design.
   
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