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| 1 | +#!/usr/bin/env python |
| 2 | + |
| 3 | +from linkedlist import LinkedList |
| 4 | + |
| 5 | + |
| 6 | +class HashMap: |
| 7 | + def __init__(self, **kwargs): |
| 8 | + self._occupied = self._old_occupied = 0 |
| 9 | + self._size = 2 |
| 10 | + self._store = [None] * self._size |
| 11 | + self._load_factor = 0.75 |
| 12 | + self._resizing = False |
| 13 | + |
| 14 | + # used to increase capacity |
| 15 | + self._old_size = None |
| 16 | + self._old_store = None |
| 17 | + # how many to transfer at a time |
| 18 | + self._resize_factor = 5 |
| 19 | + |
| 20 | + for (k, v) in kwargs: |
| 21 | + self[k] = v |
| 22 | + |
| 23 | + def __getitem__(self, key): |
| 24 | + def lookup(store, size): |
| 25 | + index = hash(key) % size |
| 26 | + for (k, v) in store[index]: |
| 27 | + if key == k: |
| 28 | + return v |
| 29 | + |
| 30 | + if value := lookup(self._store, self._size): |
| 31 | + return value |
| 32 | + if value := lookup(self._old_store, self._old_size): |
| 33 | + return value |
| 34 | + raise KeyError |
| 35 | + |
| 36 | + def __setitem__(self, key, value, transfer=False): |
| 37 | + if ( |
| 38 | + self._occupied >= self._load_factor * self._size |
| 39 | + and not self._resizing # already resizing |
| 40 | + and not transfer # during transfer |
| 41 | + ): |
| 42 | + # resizing: |
| 43 | + self._occupied = 0 |
| 44 | + # - copy the actual store |
| 45 | + self._old_store = self._store |
| 46 | + self._old_size = self._size |
| 47 | + # - allocate a bigger one |
| 48 | + self._size *= 2 |
| 49 | + self._store = [None] * self._size |
| 50 | + # - start transfering |
| 51 | + self._resizing = True |
| 52 | + |
| 53 | + if not transfer: |
| 54 | + self._transfer() |
| 55 | + |
| 56 | + self._occupied += 1 |
| 57 | + index = hash(key) % self._size |
| 58 | + if self._store[index]: |
| 59 | + for (k, v) in self._store[index]: |
| 60 | + if k == key: |
| 61 | + self._store[index].remove((k, v)) |
| 62 | + self._store[index].append((key, value)) |
| 63 | + else: |
| 64 | + self._store[index] = LinkedList((key, value)) |
| 65 | + |
| 66 | + def __delitem__(self, key): |
| 67 | + def rm(store, size): |
| 68 | + try: |
| 69 | + index = hash(key) % size |
| 70 | + if not store[index]: |
| 71 | + return |
| 72 | + for (k, v) in store[index]: |
| 73 | + if k == key: |
| 74 | + store[index].remove((k, v)) |
| 75 | + except ValueError: |
| 76 | + raise IndexError |
| 77 | + |
| 78 | + if self._resizing: |
| 79 | + rm(self._old_store, self._old_size) |
| 80 | + rm(self._store, self._size) |
| 81 | + self._occupied -= 1 |
| 82 | + |
| 83 | + def __iter__(self): |
| 84 | + # TODO |
| 85 | + return self |
| 86 | + |
| 87 | + def __repr__(self): |
| 88 | + values = [] |
| 89 | + if self._resizing: |
| 90 | + for ll in filter(bool, self._old_store): |
| 91 | + values += [f"{k}: {v}" for (k, v) in ll] |
| 92 | + for ll in filter(bool, self._store): |
| 93 | + values += [f"{k}: {v}" for (k, v) in ll] |
| 94 | + values = map(str, values) |
| 95 | + return "{" + ", ".join(values) + "}" |
| 96 | + |
| 97 | + def __contains__(self, key): |
| 98 | + def search(store): |
| 99 | + for ll in filter(bool, store): |
| 100 | + for (k, v) in ll: |
| 101 | + if k == key: |
| 102 | + return True |
| 103 | + |
| 104 | + return (self._old_store and search(self._old_store)) or search(self._store) |
| 105 | + |
| 106 | + def _transfer(self): |
| 107 | + if not self._resizing: |
| 108 | + return |
| 109 | + remaining = self._resize_factor |
| 110 | + for index, ll in enumerate(filter(bool, self._old_store)): |
| 111 | + if remaining == 0: |
| 112 | + return |
| 113 | + remaining -= 1 |
| 114 | + self._old_store[index] = None |
| 115 | + for (k, v) in ll: |
| 116 | + self._occupied += 1 |
| 117 | + index = hash(k) |
| 118 | + self.__setitem__(k, v, transfer=True) |
| 119 | + else: |
| 120 | + # all None, we're done transfering |
| 121 | + self._resizing = False |
| 122 | + self._old_store = None |
| 123 | + self._old_size = 0 |
| 124 | + |
| 125 | + |
| 126 | +if __name__ == "__main__": |
| 127 | + hm = HashMap() |
| 128 | + # add |
| 129 | + for i in range(7): |
| 130 | + hm[i] = i |
| 131 | + witness = {i: i for i in range(7)} |
| 132 | + assert dict(hm) == witness |
| 133 | + |
| 134 | + # update |
| 135 | + for i in range(5): |
| 136 | + hm[i] = 2 * i |
| 137 | + witness = {i: 2 * i for i in range(7)} |
| 138 | + assert dict(hm) == witness |
| 139 | + |
| 140 | + # remove |
| 141 | + for i in range(0, 7, 2): |
| 142 | + del hm[i] |
| 143 | + witness = {i: 2 * i for i in range(0, 7, 2)} |
| 144 | + assert dict(hm) == witness |
| 145 | + |
| 146 | + # contains |
| 147 | + assert 1 in hm |
| 148 | + assert 666 not in hm |
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