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This PR makes the ALS implementation take generic ID types, e.g., Long and String, and expose it as a developer API. TODO: - [x] make sure that specialization works (validated in profiler) srowen You may like this change:) I hit a Scala compiler bug with specialization. It compiles now but users and items must have the same type. I'm going to check whether specialization really works. Author: Xiangrui Meng <meng@databricks.com> Closes #4281 from mengxr/generic-als and squashes the following commits: 96072c3 [Xiangrui Meng] merge master 135f741 [Xiangrui Meng] minor update c2db5e5 [Xiangrui Meng] make test pass 86588e1 [Xiangrui Meng] use a single ID type for both users and items 74f1f73 [Xiangrui Meng] compile but runtime error at test e36469a [Xiangrui Meng] add classtags and make it compile 7a5aeb3 [Xiangrui Meng] UserType -> User, ItemType -> Item c8ee0bc [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into generic-als 72b5006 [Xiangrui Meng] remove generic from pipeline interface 8bbaea0 [Xiangrui Meng] make ALS take generic IDs |
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