Implement 380, 441, and 981 (#59)

* 380_Insert_Delete_GetRandom.py
* 441_Arranging_Coins.py
* 981_Time_Based_Store.py

Contributed by @dannysepler

Author: dannysepler

README.md

@@ -133,6 +133,7 @@ I'm currently working on [Analytics-Zoo](https://github.com/intel-analytics/anal
 | 368 | [Largest Divisible Subset](https://leetcode.com/problems/largest-divisible-subset/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/368_Largest_Divisible_Subset.py) | Sort and generate x subset with previous results, O(n^2) and O(n^2) |
 | 369 | [Plus One Linked List](https://leetcode.com/problems/plus-one-linked-list/) &hearts; | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/369_Plus_One_Linked_List.py) | 1. Stack or list that store the list, O(n) and O(n)<br>2. Two points, the first to the tail, the second to the latest place that is not 9, O(n) and O(1) |
 | 370 | [Range Addition](https://leetcode.com/problems/range-addition/) &hearts; | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/370_Range_Addition.py) | Interval problem with cumulative sums, O(n + k) and O(n) |
+| 380 | [Insert, Delete, Get Random](https://leetcode.com/problems/insert-delete-getrandom-o1/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/380_Insert_Delete_GetRandom.py)| Uses both a list of nums and a list of their locations |
 | 383 | [Ransom Note](https://leetcode.com/problems/ransom-note/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/383_Ransom_Note.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/383_Ransom_Note.java) | Get letter frequency (table or hash map) of magazine, then check randomNote frequency |
 | 384 | [Shuffle an Array](https://leetcode.com/problems/shuffle-an-array/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/384_Shuffle_an_Array.py) | [Fisher–Yates shuffle](https://en.wikipedia.org/wiki/Fisher%E2%80%93Yates_shuffle), O(n) and O(n) |
 | 387 | [First Unique Character in a String](https://leetcode.com/problems/first-unique-character-in-a-string/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/387_First_Unique_Character_in_a_String.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/387_First_Unique_Character_in_a_String.java) | Get frequency of each letter, return first letter with frequency 1, O(n) and O(1)  |
@@ -153,6 +154,7 @@ I'm currently working on [Analytics-Zoo](https://github.com/intel-analytics/anal
 | 434 | [Number of Segments in a String](https://leetcode.com/problems/number-of-segments-in-a-string/description/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/434_Number_of_Segments_in_a_String.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/434_Number_of_Segments_in_a_String.java) | 1. trim &split<br>2. Find segment in place |
 | 437 | [Path Sum III](https://leetcode.com/problems/path-sum-iii/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/437_Path_Sum_III.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/437_Path_Sum_III.java) | 1. Recursively travese the whole tree, O(n^2)<br>2. Cache sum in Hash based on solution 1. Note that if sum(A->B)=target, then sum(root->a)-sum(root-b)=target.|
 | 438 | [Find All Anagrams in a String](https://leetcode.com/problems/find-all-anagrams-in-a-string/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/438_Find_All_Anagrams_in_a_String.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/438_Find_All_Anagrams_in_a_String.java) | Build a char count list with 26-256 length. Note that this list can be update when going through the string. O(n) and O(1) |
+| 441 | [Arranging Coins](https://leetcode.com/problems/arranging-coins/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/441_Arranging_Coins.py) | O(n) time. |
 | 443 | [String Compression](https://leetcode.com/problems/string-compression/description/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/443_String_Compression.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/443_String_Compression.java) | Maintain curr, read, write and anchor (start of this char). |
 | 448 | [Find All Numbers Disappeared in an Array](https://leetcode.com/problems/find-all-numbers-disappeared-in-an-array/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/448_Find_All_Numbers_Disappeared_in_an_Array.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/448_Find_All_Numbers_Disappeared_in_an_Array.java) | Value (1, n) and index (0, n-1). Mark every value postion as negative. Then, the remain index with positive values are result. O(n)|
 | 453 | [Number of Segments in a String](https://leetcode.com/problems/minimum-moves-to-equal-array-elements/description/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/453_Minimum_Moves_to_Equal_Array_Elements.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/453_Minimum_Moves_to_Equal_Array_Elements.java) | Each move is equal to minus one element in array, so the answer is the sum of all elements after minus min. |
@@ -225,6 +227,7 @@ I'm currently working on [Analytics-Zoo](https://github.com/intel-analytics/anal
 | 962 | [Maximum Width Ramp](https://leetcode.com/problems/maximum-width-ramp/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/962_Maximum_Width_Ramp.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/962_Maximum_Width_Ramp.java) | 1. Sort index by value, then transfer problem into finding max gap between index, O(nlogn) and O(1)<br>2. Binary Search for candicates, O(nlogn) and O(n) |
 | 977 | [Squares of a Sorted Array](https://leetcode.com/problems/squares-of-a-sorted-array/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/977_Squares_of_a_Sorted_Array.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/977_Squares_of_a_Sorted_Array.java) | 1. Sort, O(nlogn) and O(n)<br>2. Two point, O(n) and O(n) |
 | 973 | [K Closest Points to Origin](https://leetcode.com/problems/k-closest-points-to-origin/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/973_K_Closest_Points_to_Origin.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/973_K_Closest_Points_to_Origin.java) | 1. Sort and get 0-K, O(nlogn) and O(1)<br>2. Min Heap, O(nlogk) and O(k) |
+| 981 | [Time Based Key-Value Store](https://leetcode.com/problems/time-based-key-value-store/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/981_Time_Based_Store.py) | Get: O(log(n)) time<br>Set: O(1) time |
 | 1064 | [Fixed Point](https://leetcode.com/problems/fixed-point/) &hearts; | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/1064_Fixed_Point.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/1064_Fixed_Point.java) | 1. Go through index and value, until find solution encounter index < value, O(n) and O(1)<br>2. Binary search, O(logn) and O(1) |
 | 1089 | [Duplicate Zeros](https://leetcode.com/problems/duplicate-zeros/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/1089_Duplicate_Zeros.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/1089_Duplicate_Zeros.java) | 2 Pass, store last position and final move steps, O(n) and O(1) |
 | 1108 | [Defanging an IP Address](https://leetcode.com/problems/defanging-an-ip-address/) | [Python](https://github.com/qiyuangong/leetcode/blob/master/python/1108_Defanging_an_IP_Address.py) [Java](https://github.com/qiyuangong/leetcode/blob/master/java/1108_Defanging_an_IP_Address.java) | String manipulate (split, replace and join), O(n) and O(n) |

python/380_Insert_Delete_GetRandom.py

@@ -0,0 +1,33 @@
+import random
+
+class RandomizedSet(object):
+
+    def __init__(self):
+        self.num_to_idx = {}
+        self.num_list = []
+
+    def insert(self, val):
+        if val in self.num_to_idx:
+            return False
+        else:
+            self.num_list.append(val)
+            self.num_to_idx[val] = len(self.num_list) - 1
+            return True
+
+    def remove(self, val):
+        if val not in self.num_to_idx:
+            return False
+
+        idx = self.num_to_idx[val]
+        last = self.num_list[-1]
+
+        # swap last elem to current spot so you can pop the end
+        self.num_list[idx] = last
+        self.num_list.pop()
+        self.num_to_idx[last] = idx
+        del self.num_to_idx[val]
+
+        return True
+
+    def getRandom(self):
+        return random.choice(self.num_list)

python/441_Arranging_Coins.py

@@ -0,0 +1,7 @@
+class Solution(object):
+    def arrangeCoins(self, n):
+        level = 0
+        while n > level:
+            level += 1
+            n -= level
+        return level

python/981_Time_Based_Store.py

@@ -0,0 +1,26 @@
+from collections import defaultdict
+
+class TimeMap(object):
+
+    def __init__(self):
+        self.store = defaultdict(list)
+
+    def set(self, key, value, timestamp):
+        self.store[key].append((value, timestamp))
+
+    def get(self, key, timestamp):
+        values = self.store.get(key, [])
+        res = ""
+
+        l = 0
+        r = len(values) - 1
+
+        while l <= r:
+            mid = (l + r) // 2
+            if values[mid][1] <= timestamp:
+                l = mid + 1
+                res = values[mid][0]
+            else:
+                r = mid - 1
+        
+        return res