Github user mhamilton723 commented on the issue: https://github.com/apache/spark/pull/22328 @WeichenXu123. Awesome work! I have not had a chance to go through this in depth but I did this in the originating project, [MMLSpark](www.aka.ms/spark), a while back and have been meaning to ship it up to Spark Core: https://github.com/Azure/mmlspark/tree/master/src/io/image We built ours on the same functionality for Binary Files and it might be wise to do the same here if you have not already. The Binary File API is a bit more general as it supports reading many different kinds of files. https://github.com/Azure/mmlspark/tree/master/src/io/binary
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