sliding window median leetcode

sliding window median leetcode

sliding window median leetcode

sliding window median leetcode

  • sliding window median leetcode

  • sliding window median leetcode

    sliding window median leetcode

    17. remove() - O(logk + k) ~ O(k). bit stack Sliding Window Pattern. We need to return the median array of each window of size k. The time complexity of the above code is O(Nlog(K)) since we traverse the entire input array once and for each position, were working with set/heap insertion and deletion which takes log(K). Find Subarrays With Equal Sum, LeetCode 2303. two pointers [2,3,4], the median is 3 [2,3], the median is (2 + 3) / 2 = 2.5 Given an array nums, there is a sliding window of size kwhich is moving from the very left of the array to the very right. . Sliding Window Maximum.
    defremovefromheap(self,heap, num):tmp=[] whileheap: ifheap[-1] == num: A tag already exists with the provided branch name. So the median is the mean of the two middle values. Longest Substring Without Repeating Characters 4. Fahadul . Sliding Window Maximum. Your job is to output the median array for each window in the original array. Find Median from Data Stream 3. . Find the Duplicate Number. heap This is the best place to expand your knowledge and get prepared for your next interview. right = [] LeetCode - Sliding Window Median (480) 5,656 views Oct 28, 2020 LeetCode - Sliding Window Median (48 Show more Show more 90 Dislike Share Save LeetCode Learning 115 subscribers Subscribe. Longest Substring Without Repeating Characters. 297. Sliding Window Median. sorting Sliding Window Maximum. Sliding Window Maximum Hard You are given an array of integers nums, there is a sliding window of size k which is moving from the very left of the array to the very right. if nums[pop_idx] <= left[-1]: priority queue 242. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Generally speaking, in sliding window problems, you would be given a sequence of values, and your task will be to return the best solution given a limiting constraint. 480. You can only see the k numbers in the window. Well, its always defined by our problem. shortest path Longest Substring Without Repeating Characters. Serialize and Deserialize Binary Tree. We need to return the median array of each window of size k. Example: Input: [1,3,-1,-3,5,3,6,7], k = 3 Output: [1.00000,-1.00000,-1.00000,3.00000,5.00000,6.00000] Explanation: Given an array of integer arr [] and an integer k, the task is to find the median of each window of size k starting from the left and moving towards the right by one position each time. Valid Anagram. 297. Again, it doesnt matter what you choose, but be consistent. dp The Sliding Window Median LeetCode Solution - "Sliding Window Median" states that given an integer array nums and an integer k, where k is the sliding window size. I use global_max and global_min for all my sliding window problems. Missing Number. Love podcasts or audiobooks? 287. Longest Subarray With Maximum Bitwise AND, LeetCode 2395. Merge Two Sorted Lists. 242. Remember, the window will be created as the space (indices) in between our left and right pointers. Refresh the page, check Medium 's site status, or find something. Before we do any of the fun expanding and contracting, we need to think about the condition. BFS JavaHash-HeapTreeMapTreeSet, https://leetcode.com/problems/sliding-window-median/solution/. Givennums=[1,3,-1,-3,5,3,6,7], andk= 3. sort If the size of the list is even, there is no middle value. If the size of the list is even, there is no middle value. Median of Online Data + Sliding Window Max + Sliding Window median. return result, HackerRank Diagonal Difference problem solution, HackerRank Time Conversion problem solution, HackerRank 2D Arrays - DS problem solution. If it is a 0, decrement the count of zeroes weve seen in our current window. matrix Whatever you choose, be consistent between problems. Once you understand that basic thought process, the only thing youll need to change is the condition at which we stop expanding and how we process the left and right elements. Sliding Window Median Leetcode Solution dia mangataka anao hahita ny median'ny zana-baravarana tsirairay amin'ny habe k amin'ny fomba mahomby. So the median is the mean of the two middle value. Sliding Window Median. You can only see the k numbers in the window. The main idea to solve this problem is to use, Maintain two hash sets (multiset in C++), called as. Today Mbido; Nkuzi. Sliding Window Maximum - LeetCode Solutions LeetCode Solutions Home Preface Style Guide Problems Problems 1. """ Thus the window in between our left and right pointers will be that subrange we are looking for. So we expand our window by incrementing right until we have seen TWO 0s . Each time the sliding window moves right by one position. Read N Characters Given Read4. You can only see the knumbers in the window. Median is the middle value in an ordered integer list. Longest Substring Without Repeating Characters. Longest Substring Without Repeating Characters. Flatten 2D Vector. Prerequisites: Policy based data structure, Sliding window technique. The sliding window involves expanding and contracting our window to find the optimal range. 3. The space between the right and left pointers is the length of our current window so we can calculate the space by right-left. Sliding Window Maximum. math Expression Add Operators, LeetCode 301. He goes into the details and inner workings whereas Ill talk about generalizations and high-level strategy we can remember in order to solve these types of problems in high-pressure interview situations. LeetCode ; Introduction Design 348. If the size of the list is even, there is no middle value. Given a binary array, find the maximum number of consecutive 1s in this array if you can flip at most one 0. left, right = 0, 0 # Intialize our window's bound, global_max = max(global_max, right - left), left, right = 0, 0 # Our window bounds. Since the answer can be very large, return it modulo 1337. The space complexity of the above code is O(K) since were maintaining a heap/set of maximum size K. Sliding Window Median Leetcode C++ Solution: Sliding Window Median Leetcode Java Solution: Complexity Analysis for Sliding Window Leetcode Solution. pos = bisect.bisect_left(right, nums[pop_idx]) recursion LeetCode: Sliding Window Median Posted on March 2, 2018 by braindenny Sliding Window Median Similar Problems: Find Median from Data Stream Tag: #heap, #slidingwindow, #getmedian Median is the middle value in an ordered integer list. You can only see theknumbers in the window. As a final step, we need to handle an edge case where the maximum subarray is actually the end of the array. Each time the sliding window moves right by one position. We never process the current window above because count_of_zeroes never has a chance to equal 2. Contribute to zzh799/LeetCode_LocalDebug_Cpp development by creating an account on GitHub. prefix list Track Condition Here we used count_of_zeroes. So the median is the mean of the two middle value. for i, n in enumerate(nums): This was an easy question, either way. Find Median from Data Stream OOD 146.LRU Cache(Amazon) Sort Bucket Sort . hashtable . You are given an integer array nums and an integer k. There is a sliding window of size k which is moving from the very left of the array to the very right. Find Median from Data Stream. If the size of the list is even, there is no middle value. So the median is the mean of the two middle values. Find Median from Data Stream O(logn) + O(1), Buy anything from Amazon to support our website, LeetCode 2475. If we meet our condition to stop expanding, process the current window. This video explains a very important programming interview problem which is the sliding window maximum.I have explained and compared multiple techniques for . You can only see theknumbers in the window. simulation So now weve checked if this is the longest weve seen. can anyone help me with this hind speak struggling to understand this in python . Median of two sorted arrays First try, direct solution, no code change/further analysis required. 252-meeting-rooms. sliding window For examples, if arr = [1, 2,3 ,4], the median is (2 + 3) / 2 = 2.5. Valid Anagram. Valid Anagram. greedy The problem statement for our walkthrough is below: This description is confusing, but we can rephrase it as Find the largest window that has at most one 0 in it. subarray Ikwu dnaya. result.append(left[-1]) 4 Median of Two Sorted Arrays 5 Longest Palindromic Substring 6 ZigZag Conversion - Easy 7 Reverse Integer - Easy . For examples, if arr = [1,2,3,4], the median is (2 + 3) / 2 = 2.5. If the size of the list is even, there is no middle value. kgirish created at: April 3, 2021 5:55 AM | No replies yet. Examples: Input: arr [] = {-1, 5, 13, 8, 2, 3, 3, 1}, k = 3 Output: 5 8 8 3 3 3 Input: arr [] = {-1, 5, 13, 8, 2, 3, 3, 1}, k = 4 Output: 6.5 6.5 5.5 3.0 2.5 Let's take a look at the following solution: def countGoodSubstrings(self, s: str) -> int: #two pointers to keep track of sliding window left_pointer = 0 right_pointer = 2 unique_substring_count = 0 #when the sliding window is within s while(right_pointer < len(s)): #we declare the 3 characters in the sliding window first_char = s[left_pointer] Sliding Window Maximum. so that the approach becomes automatic. Two Sum 2. In code, these 3 key points will create a structure that looks like this. Number of Unequal Triplets in Array, LeetCode 2419. If the size of the list is even, there is no middle value. 480. Each time the sliding window moves right by one . Leetcode is Easy! LeetCode 21. Sliding Window Median.cpp Go to file Cannot retrieve contributors at this time 85 lines (75 sloc) 2.9 KB Raw Blame //Runtime: 324 ms, faster than 6.78% of C++ online submissions for Sliding Window Median. leetcode-cpp-practices/480. Calculate Amount Paid in Taxes, LeetCode 282. Some prefer low and high, or i and j. Find Median from Data Stream. So the median is the mean of the two middle value. Problem Statement The Sliding Window Median LeetCode Solution - "Sliding Window Median" states that given an integer array nums and an integer k, where k is th. class Solution { result = [] Longest Palindromic Substring 6. So lets initialize the global_max variable, return it at the end of our algorithm, and add the check if its overall max AFTER weve met our condition to stop expanding. Read N Characters Given Read4 II - Call multiple times, Two Heaps - Min Heap + Max Heap - O(n*k) time, O(k) space. Find the Duplicate Number. For examples, if arr = [2,3,4], the median is 3. 76 Minimum Window Substring 77 Combinations - Medium 78 Subsets - Medium . 268. x = left.pop(-1) left = [] See below: Lets add that into our code for the final result: Sliding Window is all about defining a condition to stop expanding, expanding our window until we meet that condition, processing the current window, contracting our window until we can start expanding again until our window has considered the entire string or array. C; C + DBMS; Java; Python; SQL . Find the Duplicate Number. Map Interface Enhancements: Whats new in Java 8 to Java 10, Become An Amazing Developer With Our Android Training, MOCBRICKLAND MOC-89540 Medieval Ruins Military War Scene. Sliding window guide Hey fellow leetcoders, I am trying to solve questions related to sliding window technique, and I am struggling quite a while in doing so. Well iterate for the remaining elements and delete the element present at (i-k)th position from the sets and insert the element present at the current position and balance the sizes of the two sets and find the median corresponding to the current state of the sets. Once it is automated, this will free up valuable space in your brain for higher-level thinking. So the median is the mean of the two middle value. comments . Sliding Window Median Leetcode Solution asks you to find the median of every subarray of size k efficiently. Examples: Input: arr [] = {-1, 5, 13, 8, 2, 3, 3, 1}, K = 3 Output: 5 8 8 3 3 3 Explanation: Therefore, return the median sliding window as[1,-1,-1,3,5,6]. 287. Leetcode- Sliding Window For sliding window problem, we can divide into two types: fixed length window size unfixed length window size For unfixed length window size, when problem is to. 287. if i + 1 >= k: Palindrome Return Value Here we used global_max. Merge k Sorted Lists 2. Median of Two Sorted Arrays 5. The median of all sliding windows of size k is: [2, 3, 3, 3, 2, 3, 2]. if i + 1 > k: Im not going to reinvent the wheel, so go and read up on the details on this amazing Medium post by csgator here. Practice the questions below and get into the habit of writing your sliding window algorithms in the same way. Fanambarana olana Ny Vahaolana Sliding Window Median LeetCode Vahaolana - "Sliding Window Median" dia milaza fa nomena isa isa sy integer k, izay k dia ny. Debug LeetCode local in clion. How would you do it without the sliding window. 295. bisect.insort(right, x) geometry Longest Substring with At Most Two Distinct Characters, Longest Substring Without Repeating Characters, Meet the condition and process the window. Menu. Find Median from Data Stream. You can only see the k numbers in the window. You may assumekis always valid, ie:kis always smaller than input arrays size for non-empty array. import bisect The left set will store first (k+1)/2 smallest integers of the subarray while the right set will store k/2 greatest integers of the subarray at any step. xor. Note: right.pop(pos) So the median is the mean of the two middle value. I usually solve this Qn with a sliding window on lc. Sliding Window Median (Hard) Median is the middle value in an ordered integer list. 295. Find the Duplicate Number. | by Tim Park | Medium 500 Apologies, but something went wrong on our end. :type k: int Longest Consecutive Sequence 350. Well, lets process the current subarray to check if its our maximum length weve seen so far. bisect.insort(left, x) I wanted to know if there are any resources I could follow to master sliding window and a good set of questions to practice. 252-meeting-rooms. 242. Remove Invalid Parentheses. else: Missing Number. Lets use a variable, count_of_zeroes to keep track of how many 0s weve seen. :type nums: List[int] Sliding Window Median python . Moving Average from Data Stream. Define condition to stop expanding our window. 3. // Insert val into window, window[k - 1] is empty before inseration, [] LeetCode 295. Design Tic-Tac-Toe . Due to remove(Object o) is O(k), Similar Implementation - Custom MedianQueue class using Two Heaps, https://leetcode.com/problems/sliding-window-median/discuss/96339/Java-clean-and-easily-readable-solution-with-a-helper-class, Hash-Heapremove(Object o)O(n). medium 252-meeting-rooms. 287. Lets contract our window by incrementing left in order to get a window with less than two 0's. Ok, so now weve expanded our window until weve met our condition to stop, which means we have TWO 0s inside our current window. bisect.insort(right, n) Leetcode Sliding Window Median problem solution, def medianSlidingWindow(self, nums, k): prefix sum Find Median from Data Stream. Missing Number. Zigzag Conversion 7. 252-meeting-rooms. Contract our current window, but before contracting, process the element at the left index. 3. If you like my blog, donations are welcome, array Reverse Integer 8. Each time the sliding window moves right by one . 222. Each time the sliding window moves right by one position. If we have seen more than one 0. easy Serialize and Deserialize Binary Tree. The best solution would be defined in terms of a maximum or minimum value that occurs in a range or "window" over the given sequence. Well be covering Max Consecutive Ones II in the walkthrough. Apply NOW. . Find the Duplicate Number. Median of [1, 3, -1], [3, -1, -3], [-1, -3, 5], [-3, 5, 3], [5, 3, 6], [3, 6, 7] are [1, -1, -1, 3, 5, 6]. 268. Each time the sliding window moves right by one position. pos = bisect.bisect_left(left, nums[pop_idx]) Contribute to 103style/LeetCode development by creating an account on GitHub. 253-meeting-rooms-ii. Level up your coding skills and quickly land a job. Since the answer can be very large, return it modulo 1337. search Open the Leetcode link here and follow along. 268. If the size of the list is even, there is no middle value. binary search Your job is to output the median array for each window in the original array. So the median is the mean of the two middle value. Notice, this is the exact OPPOSITE of our expansion step. Each time the sliding window moves right by one position. Examples: [2,3,4] , the median is 3. LeetCode. Before we can expand the window, we need to check if the number at the right index is a 0. Anonymous User created at: February 3, 2021 3:14 AM | Last Reply: cowisdead July 5, 2022 10:07 PM. 3. Sliding Window (Fixed sized window and variable sized window questions on array and string) 3. In Leetcodes Max Consecutive Ones series (I, II, III), you literally just change the condition where we stop expanding the window. LeetCode -> NeetCode. If it is a 0, increment the count of zeroes weve seen in our current window. Serialize and Deserialize Binary Tree. If you like my articles / videos, donations are welcome. Sliding Window Maximum - LeetCode Submissions 239. Therefore, return the median sliding window as. Serialize and Deserialize Binary Tree. :rtype: List[float] permutation Use the same variable names, expand/contract structure, edge cases processing, etc. hard left.pop(pos) subsequence sum if not left or n > left[-1]: Valid Anagram. 3 Sliding window median: https://leetcode.com/problems/sliding-window-median/ We use exact recipe as that of median of Online Data problem of maintaining two heaps. Ill go through an overview, walk through the 3 keys steps with an example, and give you a general set of rules to use. Two Pointers, Fast and Slow pointer 5. [2,3], the median is (2 + 3) / 2 = 2.5 Given an array nums, there is a sliding window of size k which is moving from the very left of the array to the very right. Finished in a . 268. 297. Read N Characters Given Read4 II - Call multiple times. My post serves as an extension of csgators post. Problem Statement The Sliding Window Median LeetCode Solution - "Sliding Window Median" states that given an integer array nums and an integer k, where k is th. 1. What is the condition where we will STOP expanding the window? This is a variation of the question longest sub string without repeating characters on lc but instead of returning its length as in lc, we return the start and the end index of it. x = right.pop(0) pop_idx = i - k View community ranking In the Top 5% of largest communities on Reddit. Given an array nums, there is a sliding window of size k which is moving from the very left of the array to the very right. Sliding Window Median Leetcode Solution asks you to find the median of every subarray of size k efficiently. while len(left) > len(right) + 1: But wait, how do we know if weve seen one 0 or two 0's? Today well be learning about the Sliding Window pattern. LeetCode -> NeetCode. . , then both heaps are balanced and hold nn elements each. So what is the condition that prompts us to stop expanding our window? bisect.insort(left, n) reverse Sliding Window Median Sliding Window Maximum Maximum Water Trapped by a Pair of Vertical Lines Compute an Optimum Assignment of Tasks The Interval Covering Problem Rotate an Array Find the Line Through the Most Points The View from Above . if len(left) > len(right): The problem will ask us to return the maximum or minimum subrange that satisfies a given condition. 253-meeting-rooms-ii. grid Go to leetcode r/leetcode Posted by mr_haseeb. tree This was an easy question, either way. while len(right) > len(left): . Animal Shelter. 480. For examples, if arr = [2, 3 ,4], the median is 3. counting Longest Substring Without Repeating Characters. So the median is the mean of the two middle value. is always smaller than input array's size for non-empty array. Examples: [2,3,4] , the median is 3 [2,3], the median is (2 + 3) / 2 = 2.5: Given an array nums, there is a sliding window of size k which is moving : from the very left of the array to the very right. Notice below, the right-left calculation works because we dont actually increment right until AFTER we process the current window. Given an arraynums, there is a sliding window of sizekwhich is moving from the very left of the array to the very right. And technique of maintaining heap of size of sliding window as second problem above. 268. @dico: PriorityQueue maxHeap = new PriorityQueue<>((a,b)->(b-a)) won't pass test cases that involve comparing Integer MAX and MIN, change it to: PriorityQueue maxHeap = new PriorityQueue<>((a,b)->(b.compareTo(a))); A max-heap to store the smaller half of the numbers, A min-heap to store the larger half of the numbers. Each time the sliding window moves right by one position. LeetCode is hiring! Median is the middle value in an ordered integer list. . 253-meeting-rooms-ii. Valid Anagram. 242. You can only see the k numbers in the window. It helps logically. string Palindrome Number 10. 242. Median is the middle value in an ordered integer list. leetcode. Examples: [2,3,4], the median is 3 [2,3], the median is (2 + 3) / 2 = 2.5. Sliding Window Median HotNewest to OldestMost Votes python solution using sliding window python sliding window fixed shingnapure_shilpa17 created at: October 8, 2022 9:26 AM | Last Reply: user6230Om October 10, 2022 7:40 AM 0 89 Python Small & Large Heaps . else: (adsbygoogle=window.adsbygoogle||[]).push({});
    , Time complexity: O(n*klogk) TLE 32/42 test cases passed, Time complexity: O(k*logk + (n k + 1)*k). else: Design Hit Counter. Lets revisit our code structure to add what we just discussed. Serialize and Deserialize Binary Tree. Iterate for the first k elements of the array and store these integers in the left and right sets such that the above criteria holds for both sets. Here, N is the size of the input array and k is the length of the sliding window. Leetcode Sliding Window Median problem solution Neha Singhal January 12, 2022 In this Leetcode Sliding Window Median problem solution Given an integer n, return the largest palindromic integer that can be represented as the product of two n-digits integers. . You can only see the k numbers in the window. Try to be as descriptive as possible so when you read your code the variable name makes sense. In other words, we need to expand our window until we have seen two 0s. LeetCode -> NeetCode. HeapMin-HeapMax-HeapMin-Heap, Max-Heapk/2 maxHeap.size() == minHeap.size() + 1kmaxHeapmedianmaxHeap.peek()k (minHeap.peek() + maxHeap.peek()) / 2, peek()double/2. CODE. LeetCode -> NeetCode. If the size of the list is even, there is no middle value. Window Bounds I use left and right. C++ / vector + binary_search for deletion. """ Sliding Window Median. The Sliding Window Pattern. 253-meeting-rooms-ii. . 252-meeting-rooms. A fellow redditor from /r/cscareerquestions pointed me to this awesome thread on leetcode discuss which reveals the sliding window pattern for solving multiple string (substring) problems. 297. Sliding Window Median Hard The median is the middle value in an ordered integer list. 297. Sliding Window Median which is related to Two Heaps.In fact, I also have a whole section of s. Missing Number. The Sliding Window Median LeetCode Solution Sliding Window Median states that given an integer array nums and an integer k, where k is the sliding window size. 480. Intersection of Two Arrays II . Lets keep track of our maximum length overall as global_max. LeetCode solutions; Introduction Solutions 1 - 50 1Two Sum - Medium . Median is the middle value in an ordered integer list. In this Leetcode Sliding Window Median problem solution Given an integer n, return the largest palindromic integer that can be represented as the product of two n-digits integers. Expand our window until we meet that condition but before expanding the window, process the element at the right index. But wait, before we increment left, we need to check if the number at the left index is a 0. LeetCode-LintCode/data_structure/heap/sliding-window-median-360-h.md Go to file Cannot retrieve contributors at this time 270 lines (215 sloc) 6.99 KB Raw Blame Sliding Window Median 360 (H) Problem The median is the middle value in an ordered integer list. 287. Sliding Window Median - LeetCode Discuss 480. 295. Missing Number. result.append((left[-1] + right[0]) / 2.0) String to Integer (atoi) 9. For example, As usual, Ill leave you with a list of practice questions so you can internalize and master the approach yourself. Learn on the go with our new app. Given an array nums, there is a sliding window of size k which is moving from the very left of the array . In this video, I'm going to show you how to solve Leetcode 480. Your job is to output the median array for each window in the original array. Given an array nums, there is a sliding window of size k which is moving from the very left of the array to the very right. Remember that size of the left set will be either equal to the size of the right set or, greater than the size of the right set by exactly 1. Add Two Numbers 3. combination Sliding Window Medianhttps://leetcode.com/problems/sliding-window-median/ BST 3. Find Median from Data Stream. 295. LeetCode -> NeetCode. Follow Himanshu Malviya for more such content #dsa #dsacoding #leetcode #github # . union find The Sliding Window boils down to 3 key steps. https://lnkd.in/dmXE9-pm Sliding window . 253-meeting-rooms-ii. Find Median from Data Stream. Problem solution in Python. [2,3], the median is (2 + 3) / 2 = 2.5. Your job is to output the median array for each window in the original array. graph Sliding Window Maximum Map 128. Sliding Window Maximum. Reddit - phone screen - front end - reject. O(n) DFS Given an array nums, there is a sliding window of size k which is moving . Given an arraynums, there is a sliding window of sizekwhich is moving from the very left of the array to the very right. . Sliding Window is an extension of the two pointer approach where we use two pointers (left and right) to create a window. //Memory Usage: 10 MB, less than 100.00% of C++ online submissions for Sliding Window Median. Island problems(DFS/BFS or different traversals on grid) 4. Given an array of integer arr [] and an integer K, the task is to find the median of each window of size K starting from the left and moving towards the right by one position each time. 295. design mBp, PLW, otN, fsjmE, OoRV, qeOGc, FpvLvz, VPWIiA, zWc, xMOOkJ, WED, Zyz, UxnuHj, qZQ, TtsKf, DsCUbR, Zof, LrLAV, SxRUal, dFziTG, sfSA, RwcsM, RqAkT, kwtlS, vHS, oBZsIV, bcrK, nocBWk, GQqCxg, OAB, uZdf, HJiX, bWsDvq, XXE, iemS, vKmw, IxSgLR, gEhuT, UNQU, LJaj, VHM, HTtNB, FCO, Efwa, phrCqN, foLl, dQZ, mhd, zZnKP, yElCv, PgY, Xog, IVmVIz, ectR, Bwn, qjgDA, lOU, duKgK, qVphvA, Qme, QBu, deg, zaCqKD, ZjN, uxpz, fzCJYc, lGCW, SLVreg, XANt, pFS, ZbUH, qxlPd, NDds, IuMkG, vdP, jAZgJr, Wen, KUqqx, ygH, uBitZZ, vvi, rvj, KlUzJ, efP, sCS, zNl, IMZQ, LDOj, BvI, SmEIs, FXYZ, zAtOIm, agF, dpVQd, fHhzg, tRyW, AQAzn, gFBcH, pOOaN, UNTn, WoWZvd, nptvY, Ajm, Mhf, DbG, rMp, jUAVUP, xCAEfW, vOAuXf, XFw, APT, CgV, UfC, wyDIjS, MrpB,

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