问题
I have a list of intervals with integer values [eg. [1, 4], [10, 19] etc.]. Is there a way to put these intervals into some java collections' container [eg. Set] such that I can call a 'union' function on the container. The 'union' function should give me a list of intervals such that if any 2 inserted intervals overlap then they should be merged in the output. I tried using the Range class in Guava but ended up comparing all the intervals against each other before merging. An elegant approach to this would be really appreciated ! Here is what I have tried based on the response below. The output is [[1, 15], [17, 20]], which is correct. I wanted to know if there is some exiting API which implements something like this.
public static void main(String[] args) {
// mock data
List<MyIntRange> rng_lst = new ArrayList<Junk.MyIntRange>();
rng_lst.add(new MyIntRange(1, 10));
rng_lst.add(new MyIntRange(5, 15));
rng_lst.add(new MyIntRange(17, 20));
// sort intervals by start position
Collections.sort(rng_lst);
// merge the intervals which overlap
List<MyIntRange> res_lst = new ArrayList<Junk.MyIntRange>();
MyIntRange old_rng = null;
for (MyIntRange cur_rng : rng_lst) {
if (old_rng == null) {
old_rng = cur_rng;
} else {
if (old_rng.rng.upperEndpoint() < cur_rng.rng.lowerEndpoint()) {
// this does not over lap with the next one
res_lst.add(old_rng);
old_rng = cur_rng;
} else {
// overlap
old_rng = new MyIntRange(old_rng.rng.lowerEndpoint(),
cur_rng.rng.upperEndpoint());
}
}
}
// add the last range
res_lst.add(old_rng);
// done!
System.out.println(res_lst);
}
// wrapper around Guava's Range to make it comparable based on the
// interval's start
public static class MyIntRange implements Comparable<MyIntRange> {
Range<Integer> rng;
public MyIntRange(int start, int end) {
rng = Ranges.closed(start, end);
}
public int compareTo(MyIntRange that) {
int res = -1;
if (this.rng.lowerEndpoint() > that.rng.lowerEndpoint()) {
res = 1;
}
return res;
}
public String toString() {
return "[" + rng.lowerEndpoint() + ", " + rng.upperEndpoint() + "]";
}
}
thanks
回答1:
This is basically exactly what RangeSet
does in the just-released Guava 14.0, except it does the merging for you, rather than telling you which ranges could be merged.
回答2:
A basic algorithm:
- Sort intervals by start index
- Walk through the list. For the
i
th item:- Compare the end index of
i
with the start index of the(i+1)
st item. - If the end index is greater, set the end index of
i
to the end index ofi+1
, and remove thei+1
element. (This merges them.)
- Compare the end index of
Time complexity: O(nlgn)
, because of the initial sort. (That is, if the removals are done right.)
来源:https://stackoverflow.com/questions/15149227/interval-set-in-java