Data Stream as Disjoint Intervals
Given a data stream input of non-negative integers a1, a2, ..., an, ..., summarize the numbers seen so far as a list of disjoint intervals.
For example, suppose the integers from the data stream are 1, 3, 7, 2, 6, ..., then the summary will be:
[1, 1] [1, 1], [3, 3] [1, 1], [3, 3], [7, 7] [1, 3], [7, 7] [1, 3], [6, 7]
Follow up: What if there are lots of merges and the number of disjoint intervals are small compared to the data stream's size?
Credits:Special thanks to @yunhong for adding this problem and creating most of the test cases.
Solution
/**
* Definition for an interval.
* public class Interval {
* int start;
* int end;
* Interval() { start = 0; end = 0; }
* Interval(int s, int e) { start = s; end = e; }
* }
*/
public class SummaryRanges {
TreeSet<Interval> treeSet;
public SummaryRanges() {
treeSet = new TreeSet<>((a, b) -> Integer.compare(a.start, b.start));
}
public void addNum(int val) {
Interval addInterval = new Interval(val, val);
Interval floor = treeSet.floor(addInterval);
if (floor != null) {
if (floor.end >= val) {
return;
} else if (floor.end + 1 == val) {
addInterval.start = floor.start;
treeSet.remove(floor);
}
}
Interval ceiling = treeSet.higher(addInterval);
if (ceiling != null && ceiling.start - 1 == val) {
addInterval.end = ceiling.end;
treeSet.remove(ceiling);
}
treeSet.add(addInterval);
}
public List<Interval> getIntervals() {
return treeSet.stream().collect(Collectors.toList());
}
}
/**
* Your SummaryRanges object will be instantiated and called as such:
* SummaryRanges obj = new SummaryRanges();
* obj.addNum(val);
* List<Interval> param_2 = obj.getIntervals();
*/