Github user danielblazevski commented on the pull request:

    https://github.com/apache/flink/pull/1220#issuecomment-184847163
  
    Hi @chiwanpark sorry for the delay!  I will now have more time to wrap this 
PR up.  I added a check just before calling `knn`:
    ```scala
                      if (useQuadTree) {
                        if (metric.isInstanceOf[EuclideanDistanceMetric] ||
                          metric.isInstanceOf[SquaredEuclideanDistanceMetric]){
                          knnQueryWithQuadTree(training.values, testing.values, 
k, metric, queue, out)
                        } else {
                          throw new IllegalArgumentException(s" Error: metric 
must be" +
                            s" Euclidean or SquaredEuclidean!")
                        }
                      } else {
                        knnQueryBasic(training.values, testing.values, k, 
metric, queue, out)
                      }
                    }
                  }
                }
    ```
    Does that work?  The commit includes the hint for the cross operation as 
well. 


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