Forked from Schachte/LongestSubstringKDistinct.java
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October 12, 2020 08:00
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Sliding Window Maximum Sum Subarray
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| import java.util.*; | |
| class LongestSubstringKDistinct { | |
| public static int findLength(String str, int k) { | |
| int windowStart = 0, maxLength = 0; | |
| Map<Character, Integer> charFrequencyMap = new HashMap<>(); | |
| for (int windowEnd = 0; windowEnd < str.length(); windowEnd++) { | |
| char rightChar = str.charAt(windowEnd); | |
| charFrequencyMap.put(rightChar, charFrequencyMap.getOrDefault(rightChar, 0) + 1); | |
| while (charFrequencyMap.size() > k) { | |
| char leftChar = str.charAt(windowStart); | |
| charFrequencyMap.put(leftChar, charFrequencyMap.get(leftChar) - 1); | |
| if (charFrequencyMap.get(leftChar) == 0) { | |
| charFrequencyMap.remove(leftChar); | |
| } | |
| windowStart++; | |
| } | |
| maxLength = Math.max(maxLength, windowEnd - windowStart + 1); | |
| } |
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| package slidingwindow; | |
| /** | |
| * Find the max sum subarray of a fixed size K | |
| * | |
| * Example input: | |
| * [4, 2, 1, 7, 8, 1, 2, 8, 1, 0] | |
| * | |
| */ | |
| public class MaxSumSubarray { | |
| public static int findMaxSumSubarray(int[] arr, int k) { | |
| int maxValue = Integer.MIN_VALUE; | |
| int currentRunningSum = 0; | |
| for (int i = 0; i < arr.length; i++) { | |
| currentRunningSum += arr[i]; | |
| if (i >= k - 1) { | |
| maxValue = Math.max(maxValue, currentRunningSum); | |
| currentRunningSum -= arr[i - (k - 1)]; | |
| } | |
| } | |
| return maxValue; | |
| } | |
| public static void main(String[] args) { | |
| System.out.println(findMaxSumSubarray(new int[]{4, 2, 1, 7, 8, 1, 2, 8, 1, 0}, 3)); | |
| } | |
| } |
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| package slidingwindow; | |
| public class SmallestSubarrayGivenSum { | |
| public static int smallestSubarray(int targetSum, int[] arr) { | |
| int minWindowSize = Integer.MAX_VALUE; | |
| int currentWindowSum = 0; | |
| int windowStart = 0; | |
| for (int windowEnd = 0; windowEnd < arr.length; windowEnd++) { | |
| currentWindowSum += arr[windowEnd]; | |
| while(currentWindowSum >= targetSum) { | |
| minWindowSize = Math.min(minWindowSize, windowEnd - windowStart + 1); | |
| currentWindowSum -= arr[windowStart]; | |
| windowStart++; | |
| } | |
| } | |
| return minWindowSize; | |
| } | |
| public static void main(String[] args) { | |
| int[] input = new int[]{4,2,2,7,8,1,2,8,10}; | |
| int targetSum = 8; | |
| System.out.println(smallestSubarray(targetSum, input)); | |
| } | |
| } |
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