Implement a SnapshotArray that supports the following interface:
SnapshotArray(int length) initializes an array-like data structure with the given length. Initially, each element equals 0.
void set(index, val) sets the element at the given index to be equal to val.
int snap() takes a snapshot of the array and returns the snap_id: the total number of times we called snap() minus 1.
int get(index, snap_id) returns the value at the given index, at the time we took the snapshot with the given snap_id
Example 1:
Input: ["SnapshotArray","set","snap","set","get"]
[[3],[0,5],[],[0,6],[0,0]]
Output: [null,null,0,null,5]
Explanation:
SnapshotArray snapshotArr = new SnapshotArray(3); // set the length to be 3
snapshotArr.set(0,5); // Set array[0] = 5
snapshotArr.snap(); // Take a snapshot, return snap_id = 0
snapshotArr.set(0,6);
snapshotArr.get(0,0); // Get the value of array[0] with snap_id = 0, return 5
Constraints:
1 <= length <= 5 * 104
0 <= index < length
0 <= val <= 109
0 <= snap_id < (the total number of times we call snap())
At most 5 * 104 calls will be made to set, snap, and get.
Solutions
Solution 1: Array + Binary Search
We maintain an array of length length. Each element in the array is a list, which is used to store the value set each time and the corresponding snapshot ID.
When the set method is called, we add the value and snapshot ID to the list at the corresponding index. The time complexity is $O(1)$.
When the snap method is called, we first increment the snapshot ID, then return the snapshot ID minus one. The time complexity is $O(1)$.
When the get method is called, we use binary search to find the first snapshot ID greater than snap_id at the corresponding position, and then return the previous value. If it cannot be found, return 0. The time complexity is $O(\log n)$.
The space complexity is $O(n)$.
1 2 3 4 5 6 7 8 91011121314151617181920212223
classSnapshotArray:def__init__(self,length:int):self.arr=[[]for_inrange(length)]self.i=0defset(self,index:int,val:int)->None:self.arr[index].append((self.i,val))defsnap(self)->int:self.i+=1returnself.i-1defget(self,index:int,snap_id:int)->int:i=bisect_left(self.arr[index],(snap_id,inf))-1return0ifi<0elseself.arr[index][i][1]# Your SnapshotArray object will be instantiated and called as such:# obj = SnapshotArray(length)# obj.set(index,val)# param_2 = obj.snap()# param_3 = obj.get(index,snap_id)
classSnapshotArray{privateList<int[]>[]arr;privateintidx;publicSnapshotArray(intlength){arr=newList[length];Arrays.setAll(arr,k->newArrayList<>());}publicvoidset(intindex,intval){arr[index].add(newint[]{idx,val});}publicintsnap(){returnidx++;}publicintget(intindex,intsnap_id){intl=0,r=arr[index].size();while(l<r){intmid=(l+r)>>1;if(arr[index].get(mid)[0]>snap_id){r=mid;}else{l=mid+1;}}--l;returnl<0?0:arr[index].get(l)[1];}}/** * Your SnapshotArray object will be instantiated and called as such: * SnapshotArray obj = new SnapshotArray(length); * obj.set(index,val); * int param_2 = obj.snap(); * int param_3 = obj.get(index,snap_id); */
classSnapshotArray{public:SnapshotArray(intlength){arr.resize(length);}voidset(intindex,intval){arr[index].emplace_back(i,val);}intsnap(){returni++;}intget(intindex,intsnap_id){autoit=upper_bound(arr[index].begin(),arr[index].end(),make_pair(snap_id,INT_MAX));returnit==arr[index].begin()?0:prev(it)->second;}private:vector<vector<pair<int,int>>>arr;inti=0;};/** * Your SnapshotArray object will be instantiated and called as such: * SnapshotArray* obj = new SnapshotArray(length); * obj->set(index,val); * int param_2 = obj->snap(); * int param_3 = obj->get(index,snap_id); */
typeSnapshotArraystruct{arr[][][2]intiint}funcConstructor(lengthint)SnapshotArray{returnSnapshotArray{make([][][2]int,length),0}}func(this*SnapshotArray)Set(indexint,valint){this.arr[index]=append(this.arr[index],[2]int{this.i,val})}func(this*SnapshotArray)Snap()int{this.i++returnthis.i-1}func(this*SnapshotArray)Get(indexint,snap_idint)int{i:=sort.Search(len(this.arr[index]),func(iint)bool{returnthis.arr[index][i][0]>snap_id})-1ifi<0{return0}returnthis.arr[index][i][1]}/** * Your SnapshotArray object will be instantiated and called as such: * obj := Constructor(length); * obj.Set(index,val); * param_2 := obj.Snap(); * param_3 := obj.Get(index,snap_id); */
classSnapshotArray{privatearr:[number,number][][];privatei:number=0;constructor(length:number){this.arr=Array.from({length},()=>[]);}set(index:number,val:number):void{this.arr[index].push([this.i,val]);}snap():number{returnthis.i++;}get(index:number,snap_id:number):number{let[l,r]=[0,this.arr[index].length];while(l<r){constmid=(l+r)>>1;if(this.arr[index][mid][0]>snap_id){r=mid;}else{l=mid+1;}}--l;returnl<0?0:this.arr[index][l][1];}}/** * Your SnapshotArray object will be instantiated and called as such: * var obj = new SnapshotArray(length) * obj.set(index,val) * var param_2 = obj.snap() * var param_3 = obj.get(index,snap_id) */