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Copy pathBS.java
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396 lines (297 loc) · 10.9 KB
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public class BS{
// BS Iterative // Time Complexity: O(log n) , Space Complexity: O(1)
public static int bsIterative(int[] arr,int target){
int low = 0;
int high = arr.length - 1;
while(low <= high){
int mid = low + (high-low)/2;
if(arr[mid] == target) return mid;
else if (arr[mid] > target) {
high = mid - 1;
}
else{
low = mid + 1;
}
}
return -1;
}
//BS Recursive // Time Complexity: O(log n) , Space Complexity: O(log n)
public static int bsRecursive(int[] arr,int target,int low,int high){
int mid = low + (high-low)/2;
if(low > high){
return -1;
}
if(arr[mid] == target){
return mid;
}else if(arr[mid] > target){
return bsRecursive(arr, target, low, mid - 1);
}else{
return bsRecursive(arr, target, mid + 1, high);
}
}
public static int lowerBound(int[] arr,int key){
int low = 0;
int high = arr.length - 1;
int ans = arr.length; // always keep such answer when applying BS
while(low <= high){
int mid = low + (high-low)/2;
if(arr[mid] >= key){
ans = mid;
high = mid - 1;
}
else{
low = mid + 1;
}
}
return ans;
}
public static int upperBound(int[] arr,int key){
int low = 0;
int high = arr.length - 1;
int ans = arr.length; // always keep such answer when applying BS
while(low <= high){
int mid = low + (high-low)/2;
if(arr[mid] > key){
ans = mid;
high = mid - 1;
}
else{
low = mid + 1;
}
}
return ans;
}
public static int searchInsertPos(int[] arr, int key) {
int low = 0;
int high = arr.length - 1;
int ans = arr.length;
while (low <= high) {
int mid = low + (high - low) / 2;
if (arr[mid] >= key) {
ans = mid;
high = mid - 1;
} else {
low = mid + 1;
}
}
return ans;
}
public static int findFloor(int[] arr,int key){
int low = 0;
int high = arr.length - 1;
int floor = -1;
while(low <= high){
int mid = low + (high-low)/2;
if (arr[mid] > key) {
high = mid - 1;
}
else{ //equality is checked here cause in this case floor is updated
floor = arr[mid];
low = mid + 1;
}
}
return floor;
}
public static int findCeil(int[] arr,int key){
int low = 0;
int high = arr.length - 1;
int ceil = -1;
while(low <= high){
int mid = low + (high-low)/2;
if (arr[mid] >= key) { // equality is checked here cause in this case ceil is updated
ceil = arr[mid];
high = mid - 1;
}
else{
low = mid + 1;
}
}
return ceil;
}
public static int[] searchRange(int[] arr, int target) { //first and last occurence using standard BS
int first = findFirst(arr, target);
if(first == -1) return new int[]{-1,-1}; //saves logarithmic of time coz if first occurence doesnt existsthen last also wont
int last = findLast(arr, target);
return new int[]{first, last};
}
private static int findFirst(int[] arr, int target) {
int low = 0, high = arr.length - 1;
int ans = -1;
while (low <= high) {
int mid = low + (high - low) / 2;
if (arr[mid] == target) {
ans = mid;
high = mid - 1; // move left
} else if (arr[mid] > target) {
high = mid - 1;
} else {
low = mid + 1;
}
}
return ans;
}
private static int findLast(int[] arr, int target) {
int low = 0, high = arr.length - 1;
int ans = -1;
while (low <= high) {
int mid = low + (high - low) / 2;
if (arr[mid] == target) {
ans = mid;
low = mid + 1; // move right
} else if (arr[mid] > target) {
high = mid - 1;
} else {
low = mid + 1;
}
}
return ans;
}
public static int countOccurence(int[] arr, int target) { //subract first and last occurence to count total occurences
int first = findFirst(arr, target);
if(first == -1) return 0; //saves logarithmic of time coz if first occurence doesnt existsthen last also wont
int last = findLast(arr, target);
int occurences = last - first + 1;
return occurences;
}
public static int[] searchRange_using_LB_UB(int[] arr, int target) { //USING LB na dUB
int first = lowerBound(arr, target);
// If target not present
if (first == arr.length || arr[first] != target) {
return new int[]{-1, -1};
}
int last = upperBound(arr, target) - 1;
return new int[]{first, last};
}
public static int searchInRotatedArray(int[] arr,int target){
int low = 0;
int high = arr.length - 1;
while(low <= high){
int mid = low + (high-low)/2;
if(arr[mid] == target){
return mid;
}
if (arr[low] <= arr[mid]) { // left array is sorted
if(arr[low] <= target && target < arr[mid]){ // If target lies within sorted left part
high = mid -1;
}else {
low = mid + 1;
}
}else{ //right array is sorted
if(arr[mid] < target && target <= arr[high]){
low = mid + 1;
}else{
high = mid - 1;
}
}
}
return -1;
}
public static int searchInRotatedArray_Duplicates(int[] arr,int target){
int low = 0;
int high = arr.length - 1;
while(low <= high){
int mid = low + (high-low)/2;
if(arr[mid] == target){
return mid;
}
if (arr[low] <= arr[mid]) { // left array is sorted
if(arr[low] <= target && target < arr[mid]){ // If target lies within sorted left part
high = mid -1;
}else {
low = mid + 1;
}
}else{ //right array is sorted
if(arr[mid] < target && target <= arr[high]){
low = mid + 1;
}else{
high = mid - 1;
}
}
}
return -1;
}
// Pratyush
public static int[] searchRanges(int[] nums, int target) {
int first = findIndex(nums,target,true);
int last = findIndex(nums,target,false);
return new int[]{first,last};
}
public static int findIndex(int[] nums,int target,boolean findFirst){
int low = 0;
int high = nums.length - 1;
int n = nums.length;
int result = -1;
while(low <= high){
int mid = low + (high-low)/2;
if(nums[mid] == target){
if(findFirst){
result = mid;
high = mid - 1;
}else{
result = mid;
low = mid + 1;
}
}else if(nums[mid] > target){
high = mid - 1;
}else{
low = mid + 1;
}
}
return result;
}
public static int peakIndexInMountainArray(int[] arr) {
int low = 0;
int high = arr.length - 1;
while(low < high){
int mid = low + (high-low)/2;
if(arr[mid] > arr[mid+1]){
high = mid;
}else{
low = mid + 1;
}
}
return low;
}
public static int findMin(int[] arr) {
int low = 0;
int high = arr.length - 1;
int result = -1;
while(low < high){
int guess = low + (high - low)/2;
if(arr[guess] > arr[high]){ // this means we are in part 2 that is the rotated part of the array
low = guess + 1;
}else{ // this means we are in first part that is non rotated part so we have to search in left of the guess element if more smaller element is present or not, but before that store the result
high = guess;
}
}
return arr[low];
}
public static void main(String[] args){
int[] arr = {6, 7, 8, 1, 2, 3, 4, 5};
for(int x : arr){
System.out.print(x + " ");
}
System.out.println("");
int target = 1;
//int num = bsIterative(arr, target);
//int num = bsRecursive(arr, target, 0, arr.length - 1);
//int key = 1;
//int num = lowerBound(arr, key);
//int num = upperBound(arr, key);
//int num = searchInsertPos(arr, key);
//int num = findFloor(arr,key);
//int num = findCeil(arr,key);
//System.out.println(num);
//int[] res = searchRange(arr,target);
//int[] res = searchRange_using_LB_UB(arr,target);
//int occurences = countOccurence(arr,target);
//System.out.println(occurences);
//int num = searchInRotatedArray(arr,target);
int num = searchInRotatedArray_Duplicates(arr,target);
System.out.println(num);
// for(int x : res){
// System.out.print(x + " ");
// }
// System.out.println("");
}
}