1
|
|
|
from abc import ABCMeta, abstractmethod |
2
|
|
|
|
3
|
|
|
from pyalgs.algorithms.commons import util |
4
|
|
|
from pyalgs.data_structures.commons.queue import Queue |
5
|
|
|
|
6
|
|
|
|
7
|
|
|
class HashedMap(object): |
8
|
|
|
__metaclass__ = ABCMeta |
9
|
|
|
|
10
|
|
|
@abstractmethod |
11
|
|
|
def put(self, key, value): |
12
|
|
|
pass |
13
|
|
|
|
14
|
|
|
@abstractmethod |
15
|
|
|
def get(self, key): |
16
|
|
|
pass |
17
|
|
|
|
18
|
|
|
@abstractmethod |
19
|
|
|
def delete(self, key): |
20
|
|
|
pass |
21
|
|
|
|
22
|
|
|
@abstractmethod |
23
|
|
|
def size(self): |
24
|
|
|
pass |
25
|
|
|
|
26
|
|
|
@abstractmethod |
27
|
|
|
def is_empty(self): |
28
|
|
|
pass |
29
|
|
|
|
30
|
|
|
@abstractmethod |
31
|
|
|
def keys(self): |
32
|
|
|
pass |
33
|
|
|
|
34
|
|
|
@abstractmethod |
35
|
|
|
def contains_key(self, key): |
36
|
|
|
pass |
37
|
|
|
|
38
|
|
|
@staticmethod |
39
|
|
|
def create(): |
40
|
|
|
return HashedMapWithSeparateChaining() |
41
|
|
|
|
42
|
|
|
|
43
|
|
|
class Node(object): |
44
|
|
|
key = None |
45
|
|
|
value = None |
46
|
|
|
next_node = None |
47
|
|
|
|
48
|
|
|
def __init__(self, key=None, value=None): |
49
|
|
|
self.key = key |
50
|
|
|
self.value = value |
51
|
|
|
|
52
|
|
|
|
53
|
|
|
class HashedMapWithSeparateChaining(HashedMap): |
54
|
|
|
M = 97 |
55
|
|
|
id = None |
56
|
|
|
N = 0 |
57
|
|
|
|
58
|
|
|
def __init__(self, m=None): |
59
|
|
|
if m is None: |
60
|
|
|
m = 97 |
61
|
|
|
self.M = m |
62
|
|
|
self.id = [None] * self.M |
63
|
|
|
|
64
|
|
|
def hash(self, key): |
65
|
|
|
return (hash(key) & 0x7fffffff) % self.M |
66
|
|
|
|
67
|
|
|
def is_empty(self): |
68
|
|
|
return self.N == 0 |
69
|
|
|
|
70
|
|
|
def contains_key(self, key): |
71
|
|
|
return self.get(key) is not None |
72
|
|
|
|
73
|
|
|
def keys(self): |
74
|
|
|
for i in range(self.M): |
75
|
|
|
x = self.id[i] |
76
|
|
|
while x is not None: |
77
|
|
|
key = x.key |
78
|
|
|
x = x.next_node |
79
|
|
|
yield key |
80
|
|
|
|
81
|
|
|
def size(self): |
82
|
|
|
return self.N |
83
|
|
|
|
84
|
|
|
def get(self, key): |
85
|
|
|
i = self.hash(key) |
86
|
|
|
x = self.id[i] |
87
|
|
|
while x is not None: |
88
|
|
|
if util.cmp(x.key, key) == 0: |
89
|
|
|
return x.value |
90
|
|
|
x = x.next_node |
91
|
|
|
return None |
92
|
|
|
|
93
|
|
|
def delete(self, key): |
94
|
|
|
i = self.hash(key) |
95
|
|
|
x = self.id[i] |
96
|
|
|
prev_node = None |
97
|
|
|
while x is not None: |
98
|
|
|
if util.cmp(x.key, key) == 0: |
99
|
|
|
value = x.value |
100
|
|
|
next_node = x.next_node |
101
|
|
|
self.N -= 1 |
102
|
|
|
if prev_node is not None: |
103
|
|
|
prev_node.next_node = next_node |
104
|
|
|
if self.id[i] == x: |
105
|
|
|
self.id[i] = None |
106
|
|
|
return value |
107
|
|
|
prev_node = x |
108
|
|
|
x = x.next_node |
109
|
|
|
return None |
110
|
|
|
|
111
|
|
|
def put(self, key, value): |
112
|
|
|
if key is None: |
113
|
|
|
raise ValueError('key cannot be None') |
114
|
|
|
|
115
|
|
|
i = self.hash(key) |
116
|
|
|
x = self.id[i] |
117
|
|
|
while x is not None: |
118
|
|
|
if util.cmp(x.key, key) == 0: |
119
|
|
|
x.value = value |
120
|
|
|
return |
121
|
|
|
x = x.next_node |
122
|
|
|
old_first = self.id[i] |
123
|
|
|
self.id[i] = Node(key, value) |
124
|
|
|
self.id[i].next_node = old_first |
125
|
|
|
self.N += 1 |
126
|
|
|
|
127
|
|
|
|
128
|
|
|
class HashedMapWithLinearProbing(HashedMap): |
129
|
|
|
|
130
|
|
|
M = 97 |
131
|
|
|
id = None |
132
|
|
|
N = 0 |
133
|
|
|
|
134
|
|
|
def __init__(self, m=None): |
135
|
|
|
if m is None: |
136
|
|
|
m = 97 |
137
|
|
|
self.M = m |
138
|
|
|
self.id = [None] * self.M |
139
|
|
|
|
140
|
|
|
def hash(self, key): |
141
|
|
|
return (hash(key) & 0x7fffffff) % self.M |
142
|
|
|
|
143
|
|
|
def contains_key(self, key): |
144
|
|
|
return self.get(key) is not None |
145
|
|
|
|
146
|
|
|
def is_empty(self): |
147
|
|
|
return self.N == 0 |
148
|
|
|
|
149
|
|
|
def keys(self): |
150
|
|
|
for i in range(self.M): |
151
|
|
|
x = self.id[i] |
152
|
|
|
if x is not None: |
153
|
|
|
yield x.value |
154
|
|
|
|
155
|
|
|
def size(self): |
156
|
|
|
return self.N |
157
|
|
|
|
158
|
|
|
def get(self, key): |
159
|
|
|
i = self.hash(key) |
160
|
|
|
for j in range(self.M): |
161
|
|
|
k = (i + j) % self.M |
162
|
|
|
x = self.id[k] |
163
|
|
|
if x is None: |
164
|
|
|
return None |
165
|
|
|
if util.cmp(key, x.key) == 0: |
166
|
|
|
return x.value |
167
|
|
|
|
168
|
|
|
def delete(self, key): |
169
|
|
|
i = self.hash(key) |
170
|
|
|
for j in range(self.M): |
171
|
|
|
k = (i + j) % self.M |
172
|
|
|
x = self.id[k] |
173
|
|
|
if x is None: |
174
|
|
|
return None |
175
|
|
|
if util.cmp(key, x.key) == 0: |
176
|
|
|
self.id[k] = None |
177
|
|
|
self.N -= 1 |
178
|
|
|
if self.N == self.M // 4: |
179
|
|
|
self.resize(self.M // 2) |
180
|
|
|
return x.value |
181
|
|
|
|
182
|
|
|
def put(self, key, value): |
183
|
|
|
i = self.hash(key) |
184
|
|
|
for j in range(self.M): |
185
|
|
|
k = (i + j) % self.M |
186
|
|
|
x = self.id[k] |
187
|
|
|
if x is None: |
188
|
|
|
self.id[k] = Node(key, value) |
189
|
|
|
self.N += 1 |
190
|
|
|
if self.N == self.M // 2: |
191
|
|
|
self.resize(self.M * 2) |
192
|
|
|
break |
193
|
|
|
if util.cmp(x.key, key) == 0: |
194
|
|
|
self.id[k].value = value |
195
|
|
|
break |
196
|
|
|
|
197
|
|
|
def resize(self, new_size): |
198
|
|
|
clone = HashedMapWithLinearProbing(new_size) |
199
|
|
|
for i in range(self.M): |
200
|
|
|
x = self.id[i] |
201
|
|
|
if x is not None: |
202
|
|
|
clone.put(x.key, x.value) |
203
|
|
|
self.M = clone.M |
204
|
|
|
self.id = clone.id |
205
|
|
|
|