我编写了以下代码来合并地图并更新公共键。有没有更好的方法来写这个
case class Test(index: Int, min: Int, max: Int, aggMin: Int, aggMax: Int)
def mergeMaps(oldMap: Map[Int, Test], newMap: Map[Int, Test]): Map[Int, Test] = {
val intersect: Map[Int, Test] = oldMap.keySet.intersect(newMap.keySet)
.map(indexKey => indexKey -> (Test(newMap(indexKey).index, newMap(indexKey).min, newMap(indexKey).max,
oldMap(indexKey).aggMin.min(newMap(indexKey).aggMin), oldMap(indexKey).aggMax.max(newMap(indexKey).aggMax)))).toMap
val merge = (oldMap ++ newMap ++ intersect)
merge
}
这是我的测试用例
it("test my case"){
val oldMap = Map(10 -> Test(10, 1, 2, 1, 2), 25 -> Test(25, 3, 4, 3, 4), 46 -> Test(46, 3, 4, 3, 4), 26 -> Test(26, 1, 2, 1, 2))
val newMap = Map(32 -> Test(32, 5, 6, 5, 6), 26 -> Test(26, 5, 6, 5, 6))
val result = mergeMaps(oldMap, newMap)
//Total elements count should be map 1 elements + map 2 elements
assert(result.size == 5)
//Common key element aggMin and aggMax should be updated, keep min aggMin and max aggMax from 2 common key elements and keep min and max of second map key
assert(result.get(26).get.aggMin == 1)//min aggMin -> min(1,5)
assert(result.get(26).get.aggMax == 6)//max aggMax -> max(2,6)
assert(result.get(26).get.min == 5)// 5 from second map
assert(result.get(26).get.max == 6)//6 from second map
}
这是对解决方案的略有不同的看法。
def mergeMaps(oldMap :Map[Int,Test], newMap :Map[Int,Test]) :Map[Int,Test] =
(oldMap.values ++ newMap.values)
.groupBy(_.index)
.map{ case (k,v) =>
k -> v.reduceLeft((a,b) =>
Test(k, b.min, b.max, a.aggMin min b.aggMin, a.aggMax max b.aggMax))
}
我本可以使用groupBy()
withmapValues()
而不是,map()
但这不会导致纯Map
.
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