Mercurial > repos > shellac > guppy_basecaller
annotate env/lib/python3.7/site-packages/boltons/queueutils.py @ 0:26e78fe6e8c4 draft
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author | shellac |
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date | Sat, 02 May 2020 07:14:21 -0400 |
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1 # -*- coding: utf-8 -*- |
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2 """Python comes with a many great data structures, from :class:`dict` |
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3 to :class:`collections.deque`, and no shortage of serviceable |
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4 algorithm implementations, from :func:`sorted` to :mod:`bisect`. But |
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5 priority queues are curiously relegated to an example documented in |
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6 :mod:`heapq`. Even there, the approach presented is not full-featured |
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7 and object-oriented. There is a built-in priority queue, |
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8 :class:`Queue.PriorityQueue`, but in addition to its austere API, it |
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9 carries the double-edged sword of threadsafety, making it fine for |
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10 multi-threaded, multi-consumer applications, but high-overhead for |
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11 cooperative/single-threaded use cases. |
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12 |
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13 The ``queueutils`` module currently provides two Queue |
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14 implementations: :class:`HeapPriorityQueue`, based on a heap, and |
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15 :class:`SortedPriorityQueue`, based on a sorted list. Both use a |
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16 unified API based on :class:`BasePriorityQueue` to facilitate testing |
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17 the slightly different performance characteristics on various |
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18 application use cases. |
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19 |
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20 >>> pq = PriorityQueue() |
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21 >>> pq.add('low priority task', 0) |
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22 >>> pq.add('high priority task', 2) |
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23 >>> pq.add('medium priority task 1', 1) |
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24 >>> pq.add('medium priority task 2', 1) |
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25 >>> len(pq) |
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26 4 |
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27 >>> pq.pop() |
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28 'high priority task' |
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29 >>> pq.peek() |
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30 'medium priority task 1' |
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31 >>> len(pq) |
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32 3 |
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33 |
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34 """ |
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35 |
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36 |
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37 from heapq import heappush, heappop |
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38 from bisect import insort |
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39 import itertools |
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40 |
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41 try: |
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42 from typeutils import make_sentinel |
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43 _REMOVED = make_sentinel(var_name='_REMOVED') |
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44 except ImportError: |
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45 _REMOVED = object() |
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46 |
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47 try: |
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48 from listutils import BList |
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49 # see BarrelList docstring for notes |
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50 except ImportError: |
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51 BList = list |
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52 |
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53 |
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54 __all__ = ['PriorityQueue', 'BasePriorityQueue', |
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55 'HeapPriorityQueue', 'SortedPriorityQueue'] |
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56 |
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57 |
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58 # TODO: make Base a real abstract class |
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59 # TODO: add uniqueification |
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60 |
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61 |
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62 class BasePriorityQueue(object): |
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63 """The abstract base class for the other PriorityQueues in this |
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64 module. Override the ``_backend_type`` class attribute, as well as |
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65 the :meth:`_push_entry` and :meth:`_pop_entry` staticmethods for |
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66 custom subclass behavior. (Don't forget to use |
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67 :func:`staticmethod`). |
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68 |
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69 Args: |
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70 priority_key (callable): A function that takes *priority* as |
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71 passed in by :meth:`add` and returns a real number |
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72 representing the effective priority. |
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73 |
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74 """ |
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75 # negating priority means larger numbers = higher priority |
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76 _default_priority_key = staticmethod(lambda p: -float(p or 0)) |
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77 _backend_type = list |
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78 |
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79 def __init__(self, **kw): |
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80 self._pq = self._backend_type() |
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81 self._entry_map = {} |
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82 self._counter = itertools.count() |
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83 self._get_priority = kw.pop('priority_key', self._default_priority_key) |
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84 if kw: |
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85 raise TypeError('unexpected keyword arguments: %r' % kw.keys()) |
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86 |
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87 @staticmethod |
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88 def _push_entry(backend, entry): |
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89 pass # abstract |
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90 |
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91 @staticmethod |
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92 def _pop_entry(backend): |
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93 pass # abstract |
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94 |
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95 def add(self, task, priority=None): |
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96 """ |
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97 Add a task to the queue, or change the *task*'s priority if *task* |
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98 is already in the queue. *task* can be any hashable object, |
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99 and *priority* defaults to ``0``. Higher values representing |
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100 higher priority, but this behavior can be controlled by |
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101 setting *priority_key* in the constructor. |
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102 """ |
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103 priority = self._get_priority(priority) |
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104 if task in self._entry_map: |
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105 self.remove(task) |
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106 count = next(self._counter) |
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107 entry = [priority, count, task] |
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108 self._entry_map[task] = entry |
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109 self._push_entry(self._pq, entry) |
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110 |
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111 def remove(self, task): |
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112 """Remove a task from the priority queue. Raises :exc:`KeyError` if |
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113 the *task* is absent. |
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114 """ |
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115 entry = self._entry_map.pop(task) |
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116 entry[-1] = _REMOVED |
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117 |
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118 def _cull(self, raise_exc=True): |
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119 "Remove entries marked as removed by previous :meth:`remove` calls." |
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120 while self._pq: |
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121 priority, count, task = self._pq[0] |
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122 if task is _REMOVED: |
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123 self._pop_entry(self._pq) |
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124 continue |
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125 return |
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126 if raise_exc: |
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127 raise IndexError('empty priority queue') |
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128 |
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129 def peek(self, default=_REMOVED): |
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130 """Read the next value in the queue without removing it. Returns |
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131 *default* on an empty queue, or raises :exc:`KeyError` if |
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132 *default* is not set. |
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133 """ |
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134 try: |
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135 self._cull() |
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136 _, _, task = self._pq[0] |
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137 except IndexError: |
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138 if default is not _REMOVED: |
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139 return default |
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140 raise IndexError('peek on empty queue') |
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141 return task |
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142 |
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143 def pop(self, default=_REMOVED): |
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144 """Remove and return the next value in the queue. Returns *default* on |
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145 an empty queue, or raises :exc:`KeyError` if *default* is not |
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146 set. |
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147 """ |
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148 try: |
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149 self._cull() |
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150 _, _, task = self._pop_entry(self._pq) |
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151 del self._entry_map[task] |
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152 except IndexError: |
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153 if default is not _REMOVED: |
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154 return default |
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155 raise IndexError('pop on empty queue') |
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156 return task |
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157 |
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158 def __len__(self): |
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159 "Return the number of tasks in the queue." |
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160 return len(self._entry_map) |
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161 |
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162 |
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163 class HeapPriorityQueue(BasePriorityQueue): |
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164 """A priority queue inherited from :class:`BasePriorityQueue`, |
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165 backed by a list and based on the :func:`heapq.heappop` and |
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166 :func:`heapq.heappush` functions in the built-in :mod:`heapq` |
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167 module. |
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168 """ |
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169 @staticmethod |
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170 def _pop_entry(backend): |
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171 return heappop(backend) |
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172 |
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173 @staticmethod |
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174 def _push_entry(backend, entry): |
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175 heappush(backend, entry) |
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176 |
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177 |
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178 class SortedPriorityQueue(BasePriorityQueue): |
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179 """A priority queue inherited from :class:`BasePriorityQueue`, based |
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180 on the :func:`bisect.insort` approach for in-order insertion into |
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181 a sorted list. |
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182 """ |
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183 _backend_type = BList |
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184 |
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185 @staticmethod |
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186 def _pop_entry(backend): |
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187 return backend.pop(0) |
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188 |
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189 @staticmethod |
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190 def _push_entry(backend, entry): |
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191 insort(backend, entry) |
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192 |
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193 |
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194 PriorityQueue = SortedPriorityQueue |