|
|
@@ -1,138 +1,570 @@
|
|
|
1
|
+from abc import ABC, abstractmethod
|
|
|
2
|
+
|
|
1
|
3
|
"""
|
|
2
|
|
-Subclasses of list, set, and dict with maximum sizes.
|
|
|
4
|
+Subclasses of list, set, and dict with special behaviors.
|
|
3
|
5
|
"""
|
|
4
|
6
|
|
|
5
|
|
-class BoundList(list):
|
|
|
7
|
+# Abstract collections
|
|
|
8
|
+
|
|
|
9
|
+class AbstractMutableList(list, ABC):
|
|
|
10
|
+ """
|
|
|
11
|
+ Abstract list with hooks for custom logic before and after mutation
|
|
|
12
|
+ operations.
|
|
|
13
|
+ """
|
|
|
14
|
+ @abstractmethod
|
|
|
15
|
+ def pre_mutate(self):
|
|
|
16
|
+ """
|
|
|
17
|
+ Called just prior to any mutation operation.
|
|
|
18
|
+ """
|
|
|
19
|
+ raise NotImplementedError('subclass must implement pre_mutate')
|
|
|
20
|
+ @abstractmethod
|
|
|
21
|
+ def post_mutate(self):
|
|
|
22
|
+ """
|
|
|
23
|
+ Called just after any mutating operation before returning the result
|
|
|
24
|
+ to the caller.
|
|
|
25
|
+ """
|
|
|
26
|
+ raise NotImplementedError('subclass must implement post_mutate')
|
|
|
27
|
+ # Mutating method hooks
|
|
|
28
|
+ def __delitem__(self, *args):
|
|
|
29
|
+ self.pre_mutate()
|
|
|
30
|
+ ret_val = super().__delitem__(*args)
|
|
|
31
|
+ self.post_mutate()
|
|
|
32
|
+ return ret_val
|
|
|
33
|
+ def __iadd__(self, *args):
|
|
|
34
|
+ self.pre_mutate()
|
|
|
35
|
+ ret_val = super().__iadd__(*args)
|
|
|
36
|
+ self.post_mutate()
|
|
|
37
|
+ return ret_val
|
|
|
38
|
+ def __imul__(self, *args):
|
|
|
39
|
+ self.pre_mutate()
|
|
|
40
|
+ ret_val = super().__imul__(*args)
|
|
|
41
|
+ self.post_mutate()
|
|
|
42
|
+ return ret_val
|
|
|
43
|
+ def __setitem__(self, *args):
|
|
|
44
|
+ self.pre_mutate()
|
|
|
45
|
+ ret_val = super().__setitem__(*args)
|
|
|
46
|
+ self.post_mutate()
|
|
|
47
|
+ return ret_val
|
|
|
48
|
+ def append(self, *args):
|
|
|
49
|
+ self.pre_mutate()
|
|
|
50
|
+ ret_val = super().append(*args)
|
|
|
51
|
+ self.post_mutate()
|
|
|
52
|
+ return ret_val
|
|
|
53
|
+ def clear(self, *args):
|
|
|
54
|
+ self.pre_mutate()
|
|
|
55
|
+ ret_val = super().clear(*args)
|
|
|
56
|
+ self.post_mutate()
|
|
|
57
|
+ return ret_val
|
|
|
58
|
+ def extend(self, *args):
|
|
|
59
|
+ self.pre_mutate()
|
|
|
60
|
+ ret_val = super().extend(*args)
|
|
|
61
|
+ self.post_mutate()
|
|
|
62
|
+ return ret_val
|
|
|
63
|
+ def insert(self, *args):
|
|
|
64
|
+ self.pre_mutate()
|
|
|
65
|
+ ret_val = super().insert(*args)
|
|
|
66
|
+ self.post_mutate()
|
|
|
67
|
+ return ret_val
|
|
|
68
|
+ def pop(self, *args):
|
|
|
69
|
+ self.pre_mutate()
|
|
|
70
|
+ ret_val = super().pop(*args)
|
|
|
71
|
+ self.post_mutate()
|
|
|
72
|
+ return ret_val
|
|
|
73
|
+ def remove(self, *args):
|
|
|
74
|
+ self.pre_mutate()
|
|
|
75
|
+ ret_val = super().remove(*args)
|
|
|
76
|
+ self.post_mutate()
|
|
|
77
|
+ return ret_val
|
|
|
78
|
+ def reverse(self, *args):
|
|
|
79
|
+ self.pre_mutate()
|
|
|
80
|
+ ret_val = super().reverse(*args)
|
|
|
81
|
+ self.post_mutate()
|
|
|
82
|
+ return ret_val
|
|
|
83
|
+ def sort(self, *args):
|
|
|
84
|
+ self.pre_mutate()
|
|
|
85
|
+ ret_val = super().sort(*args)
|
|
|
86
|
+ self.post_mutate()
|
|
|
87
|
+ return ret_val
|
|
|
88
|
+
|
|
|
89
|
+class AbstractMutableSet(set, ABC):
|
|
|
90
|
+ """
|
|
|
91
|
+ Abstract set with hooks for custom logic before and after mutation
|
|
|
92
|
+ operations.
|
|
|
93
|
+ """
|
|
|
94
|
+ @abstractmethod
|
|
|
95
|
+ def pre_mutate(self):
|
|
|
96
|
+ """
|
|
|
97
|
+ Called just prior to any mutation operation.
|
|
|
98
|
+ """
|
|
|
99
|
+ raise NotImplementedError('subclass must implement pre_mutate')
|
|
|
100
|
+ @abstractmethod
|
|
|
101
|
+ def post_mutate(self):
|
|
|
102
|
+ """
|
|
|
103
|
+ Called just after any mutating operation before returning the result
|
|
|
104
|
+ to the caller.
|
|
|
105
|
+ """
|
|
|
106
|
+ raise NotImplementedError('subclass must implement post_mutate')
|
|
|
107
|
+ # Mutating method hooks
|
|
|
108
|
+ def __iand__(self, *args):
|
|
|
109
|
+ self.pre_mutate()
|
|
|
110
|
+ ret_val = super().__iand__(*args)
|
|
|
111
|
+ self.post_mutate()
|
|
|
112
|
+ return ret_val
|
|
|
113
|
+ def __ior__(self, *args):
|
|
|
114
|
+ self.pre_mutate()
|
|
|
115
|
+ ret_val = super().__ior__(*args)
|
|
|
116
|
+ self.post_mutate()
|
|
|
117
|
+ return ret_val
|
|
|
118
|
+ def __isub__(self, *args):
|
|
|
119
|
+ self.pre_mutate()
|
|
|
120
|
+ ret_val = super().__isub__(*args)
|
|
|
121
|
+ self.post_mutate()
|
|
|
122
|
+ return ret_val
|
|
|
123
|
+ def __ixor__(self, *args):
|
|
|
124
|
+ self.pre_mutate()
|
|
|
125
|
+ ret_val = super().__ixor__(*args)
|
|
|
126
|
+ self.post_mutate()
|
|
|
127
|
+ return ret_val
|
|
|
128
|
+ def add(self, *args):
|
|
|
129
|
+ self.pre_mutate()
|
|
|
130
|
+ ret_val = super().add(*args)
|
|
|
131
|
+ self.post_mutate()
|
|
|
132
|
+ return ret_val
|
|
|
133
|
+ def clear(self, *args):
|
|
|
134
|
+ self.pre_mutate()
|
|
|
135
|
+ ret_val = super().clear(*args)
|
|
|
136
|
+ self.post_mutate()
|
|
|
137
|
+ return ret_val
|
|
|
138
|
+ def difference_update(self, *args):
|
|
|
139
|
+ self.pre_mutate()
|
|
|
140
|
+ ret_val = super().difference_update(*args)
|
|
|
141
|
+ self.post_mutate()
|
|
|
142
|
+ return ret_val
|
|
|
143
|
+ def discard(self, *args):
|
|
|
144
|
+ self.pre_mutate()
|
|
|
145
|
+ ret_val = super().discard(*args)
|
|
|
146
|
+ self.post_mutate()
|
|
|
147
|
+ return ret_val
|
|
|
148
|
+ def intersection_update(self, *args):
|
|
|
149
|
+ self.pre_mutate()
|
|
|
150
|
+ ret_val = super().intersection_update(*args)
|
|
|
151
|
+ self.post_mutate()
|
|
|
152
|
+ return ret_val
|
|
|
153
|
+ def pop(self, *args):
|
|
|
154
|
+ self.pre_mutate()
|
|
|
155
|
+ ret_val = super().pop(*args)
|
|
|
156
|
+ self.post_mutate()
|
|
|
157
|
+ return ret_val
|
|
|
158
|
+ def remove(self, *args):
|
|
|
159
|
+ self.pre_mutate()
|
|
|
160
|
+ ret_val = super().remove(*args)
|
|
|
161
|
+ self.post_mutate()
|
|
|
162
|
+ return ret_val
|
|
|
163
|
+ def symmetric_difference_update(self, *args):
|
|
|
164
|
+ self.pre_mutate()
|
|
|
165
|
+ ret_val = super().symmetric_difference_update(*args)
|
|
|
166
|
+ self.post_mutate()
|
|
|
167
|
+ return ret_val
|
|
|
168
|
+ def update(self, *args):
|
|
|
169
|
+ self.pre_mutate()
|
|
|
170
|
+ ret_val = super().update(*args)
|
|
|
171
|
+ self.post_mutate()
|
|
|
172
|
+ return ret_val
|
|
|
173
|
+
|
|
|
174
|
+class AbstractMutableDict(dict, ABC):
|
|
|
175
|
+ """
|
|
|
176
|
+ Abstract dict with hooks for custom logic before and after mutation
|
|
|
177
|
+ operations.
|
|
|
178
|
+ """
|
|
|
179
|
+ @abstractmethod
|
|
|
180
|
+ def pre_mutate(self):
|
|
|
181
|
+ """
|
|
|
182
|
+ Called just prior to any mutation operation.
|
|
|
183
|
+ """
|
|
|
184
|
+ raise NotImplementedError('subclass must implement pre_mutate')
|
|
|
185
|
+ @abstractmethod
|
|
|
186
|
+ def post_mutate(self):
|
|
|
187
|
+ """
|
|
|
188
|
+ Called just after any mutating operation before returning the result
|
|
|
189
|
+ to the caller.
|
|
|
190
|
+ """
|
|
|
191
|
+ raise NotImplementedError('subclass must implement post_mutate')
|
|
|
192
|
+ # Mutating method hooks
|
|
|
193
|
+ def __delitem__(self, *args):
|
|
|
194
|
+ self.pre_mutate()
|
|
|
195
|
+ ret_val = super().__delitem__(*args)
|
|
|
196
|
+ self.post_mutate()
|
|
|
197
|
+ return ret_val
|
|
|
198
|
+ def __ior__(self, *args):
|
|
|
199
|
+ self.pre_mutate()
|
|
|
200
|
+ ret_val = super().__ior__(*args)
|
|
|
201
|
+ self.post_mutate()
|
|
|
202
|
+ return ret_val
|
|
|
203
|
+ def __setitem__(self, *args):
|
|
|
204
|
+ self.pre_mutate()
|
|
|
205
|
+ ret_val = super().__setitem__(*args)
|
|
|
206
|
+ self.post_mutate()
|
|
|
207
|
+ return ret_val
|
|
|
208
|
+ def clear(self, *args):
|
|
|
209
|
+ self.pre_mutate()
|
|
|
210
|
+ ret_val = super().clear(*args)
|
|
|
211
|
+ self.post_mutate()
|
|
|
212
|
+ return ret_val
|
|
|
213
|
+ def pop(self, *args):
|
|
|
214
|
+ self.pre_mutate()
|
|
|
215
|
+ ret_val = super().pop(*args)
|
|
|
216
|
+ self.post_mutate()
|
|
|
217
|
+ return ret_val
|
|
|
218
|
+ def popitem(self, *args):
|
|
|
219
|
+ self.pre_mutate()
|
|
|
220
|
+ ret_val = super().popitem(*args)
|
|
|
221
|
+ self.post_mutate()
|
|
|
222
|
+ return ret_val
|
|
|
223
|
+ def update(self, *args):
|
|
|
224
|
+ self.pre_mutate()
|
|
|
225
|
+ ret_val = super().update(*args)
|
|
|
226
|
+ self.post_mutate()
|
|
|
227
|
+ return ret_val
|
|
|
228
|
+
|
|
|
229
|
+# Collections with limited number of elements
|
|
|
230
|
+
|
|
|
231
|
+class SizeBoundList(AbstractMutableList):
|
|
6
|
232
|
"""
|
|
7
|
|
- Subclass of `list` that enforces a maximum size.
|
|
|
233
|
+ Subclass of `list` that enforces a maximum number of elements.
|
|
8
|
234
|
|
|
9
|
235
|
If the number of elements following a mutating operation exceeds
|
|
10
|
236
|
`self.max_element_count`, then each element will be tested for its "age,"
|
|
11
|
237
|
and the "oldest" elements will be removed until the total size is back
|
|
12
|
238
|
within the limit. "Age" is determined via a provided lambda function. It is
|
|
13
|
239
|
a value with arbitrary numeric value that is used comparitively to find
|
|
14
|
|
- the element with the smallest value. If no `age_test` is provided, the
|
|
15
|
|
- default is to remove elem 0.
|
|
|
240
|
+ the element with the smallest value.
|
|
16
|
241
|
|
|
17
|
|
- The age lambda takes two arguments: the element index and the element value.
|
|
18
|
|
- It must return an int or float.
|
|
|
242
|
+ The `element_age` lambda takes two arguments: the element index and the
|
|
|
243
|
+ element value. It must return values that can be compared to one another
|
|
|
244
|
+ (e.g. int, float, datetime).
|
|
19
|
245
|
|
|
20
|
|
- `self.age_test` and `self.max_element_count` can be modified at runtime,
|
|
21
|
|
- however elements will only be discarded following the next mutating operation.
|
|
|
246
|
+ `self.element_age` and `self.max_element_count` can be modified at runtime,
|
|
|
247
|
+ however elements will only be discarded following the next mutating
|
|
|
248
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
22
|
249
|
"""
|
|
23
|
|
- def __init__(self, max_element_count = 10, age_test = (lambda index, elem: index), *args, **kwargs):
|
|
|
250
|
+ def __init__(self, max_element_count: int, element_age, *args, **kwargs):
|
|
24
|
251
|
super().__init__(*args, **kwargs)
|
|
25
|
|
- self.age_test = age_test
|
|
|
252
|
+ self.element_age = element_age
|
|
26
|
253
|
self.max_element_count = max_element_count
|
|
|
254
|
+ self.is_culling = False
|
|
|
255
|
+ self.post_mutate()
|
|
27
|
256
|
|
|
28
|
|
- def __cull_old_elements(self):
|
|
|
257
|
+ def purge_old_elements(self):
|
|
|
258
|
+ """
|
|
|
259
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
260
|
+ this can be called if `self.max_element_count` or `self.element_age`
|
|
|
261
|
+ are modified at runtime.
|
|
|
262
|
+ """
|
|
|
263
|
+ self.post_mutate()
|
|
|
264
|
+
|
|
|
265
|
+ def pre_mutate(self):
|
|
|
266
|
+ pass
|
|
|
267
|
+
|
|
|
268
|
+ def post_mutate(self):
|
|
|
269
|
+ if self.is_culling:
|
|
|
270
|
+ return
|
|
|
271
|
+ self.is_culling = True
|
|
29
|
272
|
while len(self) > self.max_element_count:
|
|
30
|
273
|
oldest_age = None
|
|
31
|
274
|
oldest_index = -1
|
|
32
|
275
|
for i in range(len(self)):
|
|
33
|
276
|
elem = self[i]
|
|
34
|
|
- age = self.age_test(i, elem)
|
|
|
277
|
+ age = self.element_age(i, elem)
|
|
35
|
278
|
if oldest_age is None or age < oldest_age:
|
|
36
|
279
|
oldest_age = age
|
|
37
|
280
|
oldest_index = i
|
|
38
|
281
|
self.pop(oldest_index)
|
|
|
282
|
+ self.is_culling = False
|
|
39
|
283
|
|
|
40
|
|
- # Passthrough methods
|
|
41
|
|
-
|
|
42
|
|
- def __add__(self, *args):
|
|
43
|
|
- ret_val = super().__add__(*args)
|
|
44
|
|
- self.__cull_old_elements()
|
|
45
|
|
- return ret_val
|
|
46
|
|
- def __iadd__(self, *args):
|
|
47
|
|
- ret_val = super().__iadd__(*args)
|
|
48
|
|
- self.__cull_old_elements()
|
|
49
|
|
- return ret_val
|
|
50
|
|
- def append(self, *args):
|
|
51
|
|
- ret_val = super().append(*args)
|
|
52
|
|
- self.__cull_old_elements()
|
|
53
|
|
- return ret_val
|
|
54
|
|
- def copy(self):
|
|
55
|
|
- return BoundList(self.max_element_count, self.age_test, super())
|
|
56
|
|
- def extend(self, *args):
|
|
57
|
|
- ret_val = super().extend(*args)
|
|
58
|
|
- self.__cull_old_elements()
|
|
59
|
|
- return ret_val
|
|
60
|
|
- def insert(self, *args):
|
|
61
|
|
- ret_val = super().insert(*args)
|
|
62
|
|
- self.__cull_old_elements()
|
|
63
|
|
- return ret_val
|
|
|
284
|
+ def copy():
|
|
|
285
|
+ return SizeBoundList(max_element_count, element_age, super())
|
|
64
|
286
|
|
|
65
|
|
-class BoundSet(set):
|
|
|
287
|
+class SizeBoundSet(AbstractMutableSet):
|
|
66
|
288
|
"""
|
|
67
|
|
- Subclass of `set` that enforces a maximum size.
|
|
|
289
|
+ Subclass of `set` that enforces a maximum number of elements.
|
|
|
290
|
+
|
|
|
291
|
+ If the number of elements following a mutating operation exceeds
|
|
|
292
|
+ `self.max_element_count`, then each element will be tested for its "age,"
|
|
|
293
|
+ and the "oldest" elements will be removed until the total size is back
|
|
|
294
|
+ within the limit. "Age" is determined via a provided lambda function. It is
|
|
|
295
|
+ a value with arbitrary numeric value that is used comparitively to find
|
|
|
296
|
+ the element with the smallest value.
|
|
68
|
297
|
|
|
69
|
|
- Same behavior as `BoundList`.
|
|
|
298
|
+ The `element_age` lambda takes one argument: the element value. It must
|
|
|
299
|
+ return values that can be compared to one another (e.g. int, float,
|
|
|
300
|
+ datetime).
|
|
70
|
301
|
|
|
71
|
|
- `age_test` lambda function takes one argument, the element value.
|
|
|
302
|
+ `self.element_age` and `self.max_element_count` can be modified at runtime,
|
|
|
303
|
+ however elements will only be discarded following the next mutating
|
|
|
304
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
72
|
305
|
"""
|
|
73
|
|
- def __init__(self, max_element_count = 10, age_test = (lambda elem: float(elem)), *args, **kwargs):
|
|
|
306
|
+ def __init__(self, max_element_count: int, element_age, *args, **kwargs):
|
|
74
|
307
|
super().__init__(*args, **kwargs)
|
|
75
|
|
- self.age_test = age_test
|
|
|
308
|
+ self.element_age = element_age
|
|
76
|
309
|
self.max_element_count = max_element_count
|
|
|
310
|
+ self.is_culling = False
|
|
|
311
|
+ self.post_mutate()
|
|
|
312
|
+
|
|
|
313
|
+ def purge_old_elements(self):
|
|
|
314
|
+ """
|
|
|
315
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
316
|
+ this can be called if `self.max_element_count` or `self.element_age`
|
|
|
317
|
+ are modified at runtime.
|
|
|
318
|
+ """
|
|
|
319
|
+ self.post_mutate()
|
|
77
|
320
|
|
|
78
|
|
- def __cull_old_elements(self):
|
|
|
321
|
+ def pre_mutate(self):
|
|
|
322
|
+ pass
|
|
|
323
|
+ def post_mutate(self):
|
|
|
324
|
+ if self.is_culling:
|
|
|
325
|
+ return
|
|
|
326
|
+ self.is_culling = True
|
|
79
|
327
|
while len(self) > self.max_element_count:
|
|
80
|
328
|
oldest_age = None
|
|
81
|
329
|
oldest_elem = None
|
|
82
|
330
|
for elem in self:
|
|
83
|
|
- age = self.age_test(elem)
|
|
|
331
|
+ age = self.element_age(elem)
|
|
84
|
332
|
if oldest_age is None or age < oldest_age:
|
|
85
|
333
|
oldest_age = age
|
|
86
|
334
|
oldest_elem = elem
|
|
87
|
335
|
self.remove(oldest_elem)
|
|
|
336
|
+ self.is_culling = False
|
|
88
|
337
|
|
|
89
|
|
- def add(self, *args):
|
|
90
|
|
- ret_val = super().add(*args)
|
|
91
|
|
- self.__cull_old_elements()
|
|
92
|
|
- return ret_val
|
|
93
|
|
- def copy(self):
|
|
94
|
|
- return BoundSet(self.max_element_count, self.age_test, super())
|
|
95
|
|
- def update(self, *args):
|
|
96
|
|
- ret_val = super().update(*args)
|
|
97
|
|
- self.__cull_old_elements()
|
|
98
|
|
- return ret_val
|
|
|
338
|
+ def copy():
|
|
|
339
|
+ return SizeBoundSet(max_element_count, element_age, super())
|
|
99
|
340
|
|
|
100
|
|
-class BoundDict(dict):
|
|
|
341
|
+class SizeBoundDict(AbstractMutableDict):
|
|
101
|
342
|
"""
|
|
102
|
|
- Subclass of `dict` that enforces a maximum size.
|
|
|
343
|
+ Subclass of `dict` that enforces a maximum number of elements.
|
|
103
|
344
|
|
|
104
|
|
- Same behavior as `BoundList`.
|
|
|
345
|
+ If the number of elements following a mutating operation exceeds
|
|
|
346
|
+ `self.max_element_count`, then each element will be tested for its "age,"
|
|
|
347
|
+ and the "oldest" elements will be removed until the total size is back
|
|
|
348
|
+ within the limit. "Age" is determined via a provided lambda function. It is
|
|
|
349
|
+ a value with arbitrary numeric value that is used comparitively to find
|
|
|
350
|
+ the element with the smallest value.
|
|
105
|
351
|
|
|
106
|
|
- `age_test` lambda takes two arguments: the key and the value of a pair.
|
|
|
352
|
+ The `element_age` lambda takes two arguments: the key and the value of a
|
|
|
353
|
+ dict pair. It must return values that can be compared to one another (e.g.
|
|
|
354
|
+ int, float, datetime).
|
|
|
355
|
+
|
|
|
356
|
+ `self.element_age` and `self.max_element_count` can be modified at runtime,
|
|
|
357
|
+ however elements will only be discarded following the next mutating
|
|
|
358
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
107
|
359
|
"""
|
|
108
|
|
- def __init__(self, max_element_count = 10, age_test = (lambda key, value: float(key)), *args, **kwargs):
|
|
|
360
|
+ def __init__(self, max_element_count = 10, element_age = (lambda key, value: float(key)), *args, **kwargs):
|
|
109
|
361
|
super().__init__(*args, **kwargs)
|
|
110
|
|
- self.age_test = age_test
|
|
|
362
|
+ self.element_age = element_age
|
|
111
|
363
|
self.max_element_count = max_element_count
|
|
|
364
|
+ self.is_culling = False
|
|
|
365
|
+ self.post_mutate()
|
|
|
366
|
+
|
|
|
367
|
+ def purge_old_elements(self):
|
|
|
368
|
+ """
|
|
|
369
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
370
|
+ this can be called if `self.max_element_count` or `self.element_age`
|
|
|
371
|
+ are modified at runtime.
|
|
|
372
|
+ """
|
|
|
373
|
+ self.post_mutate()
|
|
112
|
374
|
|
|
113
|
|
- def __cull_old_elements(self):
|
|
|
375
|
+ def pre_mutate(self):
|
|
|
376
|
+ pass
|
|
|
377
|
+ def post_mutate(self):
|
|
|
378
|
+ if self.is_culling:
|
|
|
379
|
+ return
|
|
|
380
|
+ self.is_culling = True
|
|
114
|
381
|
while len(self) > self.max_element_count:
|
|
115
|
382
|
oldest_age = None
|
|
116
|
383
|
oldest_key = None
|
|
117
|
384
|
for key, value in self.items():
|
|
118
|
|
- age = self.age_test(key, value)
|
|
|
385
|
+ age = self.element_age(key, value)
|
|
119
|
386
|
if oldest_age is None or age < oldest_age:
|
|
120
|
387
|
oldest_age = age
|
|
121
|
388
|
oldest_key = key
|
|
122
|
389
|
del self[oldest_key]
|
|
123
|
|
- def __ior__(self, *args):
|
|
124
|
|
- ret_val = super().__ior__(*args)
|
|
125
|
|
- self.__cull_old_elements()
|
|
126
|
|
- return ret_val
|
|
127
|
|
- def __setitem__(self, *args):
|
|
128
|
|
- super().__setitem__(*args)
|
|
129
|
|
- self.__cull_old_elements()
|
|
130
|
|
- def copy(self):
|
|
131
|
|
- return BoundDict(self.max_element_count, self.age_test, super())
|
|
132
|
|
- @classmethod
|
|
133
|
|
- def fromkeys(cls, iter, value=None):
|
|
134
|
|
- raise RuntimeError('fromkeys not available')
|
|
135
|
|
- def update(self, *args):
|
|
136
|
|
- ret_val = super().update(*args)
|
|
137
|
|
- self.__cull_old_elements()
|
|
138
|
|
- return ret_val
|
|
|
390
|
+ self.is_culling = False
|
|
|
391
|
+
|
|
|
392
|
+ def copy():
|
|
|
393
|
+ return SizeBoundDict(max_element_count, element_age, super())
|
|
|
394
|
+
|
|
|
395
|
+# Collections with limited age of elements
|
|
|
396
|
+
|
|
|
397
|
+class AgeBoundList(AbstractMutableList):
|
|
|
398
|
+ """
|
|
|
399
|
+ Subclass of `list` that enforces a maximum "age" of elements.
|
|
|
400
|
+
|
|
|
401
|
+ After each mutating operation, the minimum and maximum "age" of the elements
|
|
|
402
|
+ are determined. If the span between the newest and oldest exceeds
|
|
|
403
|
+ `self.max_age` then then the oldest elements will be purged until that is
|
|
|
404
|
+ no longer the case. "Age" is determined via a provided lambda function. It
|
|
|
405
|
+ is a value with arbitrary numeric value that is used comparitively.
|
|
|
406
|
+
|
|
|
407
|
+ The `element_age` lambda takes two arguments: the element index and the
|
|
|
408
|
+ element value. It must return values that can be compared to one another
|
|
|
409
|
+ and be added and subtracted (e.g. int, float, datetime). If the lambda
|
|
|
410
|
+ returns `datetime`s, the `max_age` should be a `timespan`.
|
|
|
411
|
+
|
|
|
412
|
+ `self.element_age` and `self.max_age` can be modified at runtime,
|
|
|
413
|
+ however elements will only be discarded following the next mutating
|
|
|
414
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
|
415
|
+ """
|
|
|
416
|
+ def __init__(self, max_age, element_age, *args, **kwargs):
|
|
|
417
|
+ super().__init__(*args, **kwargs)
|
|
|
418
|
+ self.max_age = max_age
|
|
|
419
|
+ self.element_age = element_age
|
|
|
420
|
+ self.is_culling = False
|
|
|
421
|
+
|
|
|
422
|
+ def purge_old_elements(self):
|
|
|
423
|
+ """
|
|
|
424
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
425
|
+ this can be called if `self.max_age` or `self.element_age` are modified
|
|
|
426
|
+ at runtime.
|
|
|
427
|
+ """
|
|
|
428
|
+ self.post_mutate()
|
|
|
429
|
+
|
|
|
430
|
+ def pre_mutate(self):
|
|
|
431
|
+ pass
|
|
|
432
|
+ def post_mutate(self):
|
|
|
433
|
+ if self.is_culling or len(self) <= 1:
|
|
|
434
|
+ return
|
|
|
435
|
+ self.is_culling = True
|
|
|
436
|
+ min_age = None
|
|
|
437
|
+ max_age = None
|
|
|
438
|
+ ages = {}
|
|
|
439
|
+ for i in range(len(self)):
|
|
|
440
|
+ elem = self[i]
|
|
|
441
|
+ age = self.element_age(i, elem)
|
|
|
442
|
+ ages[i] = age
|
|
|
443
|
+ if min_age is None or age < min_age:
|
|
|
444
|
+ min_age = age
|
|
|
445
|
+ if max_age is None or age > max_age:
|
|
|
446
|
+ max_age = age
|
|
|
447
|
+ cutoff = max_age - self.max_age
|
|
|
448
|
+ if min_age >= cutoff:
|
|
|
449
|
+ self.is_culling = False
|
|
|
450
|
+ return
|
|
|
451
|
+ for i in reversed(range(len(self))):
|
|
|
452
|
+ if ages[i] < cutoff:
|
|
|
453
|
+ del self[i]
|
|
|
454
|
+ self.is_culling = False
|
|
|
455
|
+
|
|
|
456
|
+class AgeBoundSet(AbstractMutableSet):
|
|
|
457
|
+ """
|
|
|
458
|
+ Subclass of `set` that enforces a maximum "age" of elements.
|
|
|
459
|
+
|
|
|
460
|
+ After each mutating operation, the minimum and maximum "age" of the elements
|
|
|
461
|
+ are determined. If the span between the newest and oldest exceeds
|
|
|
462
|
+ `self.max_age` then then the oldest elements will be purged until that is
|
|
|
463
|
+ no longer the case. "Age" is determined via a provided lambda function. It
|
|
|
464
|
+ is a value with arbitrary numeric value that is used comparitively.
|
|
|
465
|
+
|
|
|
466
|
+ The `element_age` lambda takes one argument: the element value. It must
|
|
|
467
|
+ return values that can be compared to one another and be added and
|
|
|
468
|
+ subtracted (e.g. int, float, datetime). If the lambda returns `datetime`s,
|
|
|
469
|
+ the `max_age` should be a `timespan`.
|
|
|
470
|
+
|
|
|
471
|
+ `self.element_age` and `self.max_age` can be modified at runtime,
|
|
|
472
|
+ however elements will only be discarded following the next mutating
|
|
|
473
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
|
474
|
+ """
|
|
|
475
|
+ def __init__(self, max_age, element_age, *args, **kwargs):
|
|
|
476
|
+ super().__init__(*args, **kwargs)
|
|
|
477
|
+ self.max_age = max_age
|
|
|
478
|
+ self.element_age = element_age
|
|
|
479
|
+ self.is_culling = False
|
|
|
480
|
+
|
|
|
481
|
+ def purge_old_elements(self):
|
|
|
482
|
+ """
|
|
|
483
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
484
|
+ this can be called if `self.max_age` or `self.element_age` are modified
|
|
|
485
|
+ at runtime.
|
|
|
486
|
+ """
|
|
|
487
|
+ self.post_mutate()
|
|
|
488
|
+
|
|
|
489
|
+ def pre_mutate(self):
|
|
|
490
|
+ pass
|
|
|
491
|
+ def post_mutate(self):
|
|
|
492
|
+ if self.is_culling or len(self) <= 1:
|
|
|
493
|
+ return
|
|
|
494
|
+ self.is_culling = True
|
|
|
495
|
+ min_age = None
|
|
|
496
|
+ max_age = None
|
|
|
497
|
+ ages = {}
|
|
|
498
|
+ for elem in self:
|
|
|
499
|
+ age = self.element_age(elem)
|
|
|
500
|
+ ages[elem] = age
|
|
|
501
|
+ if min_age is None or age < min_age:
|
|
|
502
|
+ min_age = age
|
|
|
503
|
+ if max_age is None or age > max_age:
|
|
|
504
|
+ max_age = age
|
|
|
505
|
+ cutoff = max_age - self.max_age
|
|
|
506
|
+ if min_age >= cutoff:
|
|
|
507
|
+ self.is_culling = False
|
|
|
508
|
+ return
|
|
|
509
|
+ for elem, age in ages.items():
|
|
|
510
|
+ if age < cutoff:
|
|
|
511
|
+ self.remove(elem)
|
|
|
512
|
+ self.is_culling = False
|
|
|
513
|
+
|
|
|
514
|
+class AgeBoundDict(AbstractMutableDict):
|
|
|
515
|
+ """
|
|
|
516
|
+ Subclass of `dict` that enforces a maximum "age" of elements.
|
|
|
517
|
+
|
|
|
518
|
+ After each mutating operation, the minimum and maximum "age" of the elements
|
|
|
519
|
+ are determined. If the span between the newest and oldest exceeds
|
|
|
520
|
+ `self.max_age` then then the oldest elements will be purged until that is
|
|
|
521
|
+ no longer the case. "Age" is determined via a provided lambda function. It
|
|
|
522
|
+ is a value with arbitrary numeric value that is used comparitively.
|
|
|
523
|
+
|
|
|
524
|
+ The `element_age` lambda takes two arguments: the key and value of a pair.
|
|
|
525
|
+ It must return values that can be compared to one another and be added and
|
|
|
526
|
+ subtracted (e.g. int, float, datetime). If the lambda returns `datetime`s,
|
|
|
527
|
+ the `max_age` should be a `timespan`.
|
|
|
528
|
+
|
|
|
529
|
+ `self.element_age` and `self.max_age` can be modified at runtime,
|
|
|
530
|
+ however elements will only be discarded following the next mutating
|
|
|
531
|
+ operation. Call `self.purge_old_elements()` to force resizing.
|
|
|
532
|
+ """
|
|
|
533
|
+ def __init__(self, max_age, element_age, *args, **kwargs):
|
|
|
534
|
+ super().__init__(*args, **kwargs)
|
|
|
535
|
+ self.max_age = max_age
|
|
|
536
|
+ self.element_age = element_age
|
|
|
537
|
+ self.is_culling = False
|
|
|
538
|
+
|
|
|
539
|
+ def purge_old_elements(self):
|
|
|
540
|
+ """
|
|
|
541
|
+ Manually purges elements. Purging usually occurs automatically, but
|
|
|
542
|
+ this can be called if `self.max_age` or `self.element_age` are modified
|
|
|
543
|
+ at runtime.
|
|
|
544
|
+ """
|
|
|
545
|
+ self.post_mutate()
|
|
|
546
|
+
|
|
|
547
|
+ def pre_mutate(self):
|
|
|
548
|
+ pass
|
|
|
549
|
+ def post_mutate(self):
|
|
|
550
|
+ if self.is_culling or len(self) <= 1:
|
|
|
551
|
+ return
|
|
|
552
|
+ self.is_culling = True
|
|
|
553
|
+ min_age = None
|
|
|
554
|
+ max_age = None
|
|
|
555
|
+ ages = {}
|
|
|
556
|
+ for key, value in self.items():
|
|
|
557
|
+ age = self.element_age(key, value)
|
|
|
558
|
+ ages[key] = age
|
|
|
559
|
+ if min_age is None or age < min_age:
|
|
|
560
|
+ min_age = age
|
|
|
561
|
+ if max_age is None or age > max_age:
|
|
|
562
|
+ max_age = age
|
|
|
563
|
+ cutoff = max_age - self.max_age
|
|
|
564
|
+ if min_age >= cutoff:
|
|
|
565
|
+ self.is_culling = False
|
|
|
566
|
+ return
|
|
|
567
|
+ for key, age in ages.items():
|
|
|
568
|
+ if age < cutoff:
|
|
|
569
|
+ del self[key]
|
|
|
570
|
+ self.is_culling = False
|