Github user erikerlandson commented on the pull request: https://github.com/apache/spark/pull/1964#issuecomment-53108224 the implicit conversion function doesn't have to throw an exception, it just needs to override the breeze vector overloading and inherit the default spark vector overloading as usual: implicit def functionToDistanceMeasure(f: (BV[Double], BV[Double]) => Double): DistanceMeasure = new DistanceMeasure { override def apply(v1: BV[Double], v2: BV[Double]): Double = f(v1, v2) } I guess there also needs to be a `functionToDistanceMetric` Aside from that I think it is looking good. Thank you for your work on this!
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