1 | n/a | '''A multi-producer, multi-consumer queue.''' |
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2 | n/a | |
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3 | n/a | try: |
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4 | n/a | import threading |
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5 | n/a | except ImportError: |
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6 | n/a | import dummy_threading as threading |
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7 | n/a | from collections import deque |
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8 | n/a | from heapq import heappush, heappop |
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9 | n/a | from time import monotonic as time |
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10 | n/a | |
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11 | n/a | __all__ = ['Empty', 'Full', 'Queue', 'PriorityQueue', 'LifoQueue'] |
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12 | n/a | |
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13 | n/a | class Empty(Exception): |
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14 | n/a | 'Exception raised by Queue.get(block=0)/get_nowait().' |
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15 | n/a | pass |
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16 | n/a | |
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17 | n/a | class Full(Exception): |
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18 | n/a | 'Exception raised by Queue.put(block=0)/put_nowait().' |
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19 | n/a | pass |
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20 | n/a | |
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21 | n/a | class Queue: |
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22 | n/a | '''Create a queue object with a given maximum size. |
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23 | n/a | |
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24 | n/a | If maxsize is <= 0, the queue size is infinite. |
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25 | n/a | ''' |
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26 | n/a | |
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27 | n/a | def __init__(self, maxsize=0): |
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28 | n/a | self.maxsize = maxsize |
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29 | n/a | self._init(maxsize) |
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30 | n/a | |
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31 | n/a | # mutex must be held whenever the queue is mutating. All methods |
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32 | n/a | # that acquire mutex must release it before returning. mutex |
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33 | n/a | # is shared between the three conditions, so acquiring and |
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34 | n/a | # releasing the conditions also acquires and releases mutex. |
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35 | n/a | self.mutex = threading.Lock() |
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36 | n/a | |
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37 | n/a | # Notify not_empty whenever an item is added to the queue; a |
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38 | n/a | # thread waiting to get is notified then. |
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39 | n/a | self.not_empty = threading.Condition(self.mutex) |
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40 | n/a | |
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41 | n/a | # Notify not_full whenever an item is removed from the queue; |
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42 | n/a | # a thread waiting to put is notified then. |
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43 | n/a | self.not_full = threading.Condition(self.mutex) |
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44 | n/a | |
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45 | n/a | # Notify all_tasks_done whenever the number of unfinished tasks |
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46 | n/a | # drops to zero; thread waiting to join() is notified to resume |
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47 | n/a | self.all_tasks_done = threading.Condition(self.mutex) |
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48 | n/a | self.unfinished_tasks = 0 |
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49 | n/a | |
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50 | n/a | def task_done(self): |
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51 | n/a | '''Indicate that a formerly enqueued task is complete. |
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52 | n/a | |
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53 | n/a | Used by Queue consumer threads. For each get() used to fetch a task, |
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54 | n/a | a subsequent call to task_done() tells the queue that the processing |
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55 | n/a | on the task is complete. |
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56 | n/a | |
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57 | n/a | If a join() is currently blocking, it will resume when all items |
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58 | n/a | have been processed (meaning that a task_done() call was received |
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59 | n/a | for every item that had been put() into the queue). |
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60 | n/a | |
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61 | n/a | Raises a ValueError if called more times than there were items |
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62 | n/a | placed in the queue. |
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63 | n/a | ''' |
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64 | n/a | with self.all_tasks_done: |
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65 | n/a | unfinished = self.unfinished_tasks - 1 |
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66 | n/a | if unfinished <= 0: |
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67 | n/a | if unfinished < 0: |
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68 | n/a | raise ValueError('task_done() called too many times') |
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69 | n/a | self.all_tasks_done.notify_all() |
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70 | n/a | self.unfinished_tasks = unfinished |
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71 | n/a | |
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72 | n/a | def join(self): |
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73 | n/a | '''Blocks until all items in the Queue have been gotten and processed. |
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74 | n/a | |
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75 | n/a | The count of unfinished tasks goes up whenever an item is added to the |
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76 | n/a | queue. The count goes down whenever a consumer thread calls task_done() |
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77 | n/a | to indicate the item was retrieved and all work on it is complete. |
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78 | n/a | |
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79 | n/a | When the count of unfinished tasks drops to zero, join() unblocks. |
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80 | n/a | ''' |
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81 | n/a | with self.all_tasks_done: |
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82 | n/a | while self.unfinished_tasks: |
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83 | n/a | self.all_tasks_done.wait() |
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84 | n/a | |
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85 | n/a | def qsize(self): |
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86 | n/a | '''Return the approximate size of the queue (not reliable!).''' |
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87 | n/a | with self.mutex: |
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88 | n/a | return self._qsize() |
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89 | n/a | |
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90 | n/a | def empty(self): |
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91 | n/a | '''Return True if the queue is empty, False otherwise (not reliable!). |
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92 | n/a | |
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93 | n/a | This method is likely to be removed at some point. Use qsize() == 0 |
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94 | n/a | as a direct substitute, but be aware that either approach risks a race |
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95 | n/a | condition where a queue can grow before the result of empty() or |
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96 | n/a | qsize() can be used. |
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97 | n/a | |
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98 | n/a | To create code that needs to wait for all queued tasks to be |
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99 | n/a | completed, the preferred technique is to use the join() method. |
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100 | n/a | ''' |
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101 | n/a | with self.mutex: |
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102 | n/a | return not self._qsize() |
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103 | n/a | |
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104 | n/a | def full(self): |
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105 | n/a | '''Return True if the queue is full, False otherwise (not reliable!). |
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106 | n/a | |
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107 | n/a | This method is likely to be removed at some point. Use qsize() >= n |
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108 | n/a | as a direct substitute, but be aware that either approach risks a race |
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109 | n/a | condition where a queue can shrink before the result of full() or |
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110 | n/a | qsize() can be used. |
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111 | n/a | ''' |
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112 | n/a | with self.mutex: |
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113 | n/a | return 0 < self.maxsize <= self._qsize() |
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114 | n/a | |
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115 | n/a | def put(self, item, block=True, timeout=None): |
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116 | n/a | '''Put an item into the queue. |
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117 | n/a | |
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118 | n/a | If optional args 'block' is true and 'timeout' is None (the default), |
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119 | n/a | block if necessary until a free slot is available. If 'timeout' is |
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120 | n/a | a non-negative number, it blocks at most 'timeout' seconds and raises |
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121 | n/a | the Full exception if no free slot was available within that time. |
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122 | n/a | Otherwise ('block' is false), put an item on the queue if a free slot |
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123 | n/a | is immediately available, else raise the Full exception ('timeout' |
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124 | n/a | is ignored in that case). |
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125 | n/a | ''' |
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126 | n/a | with self.not_full: |
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127 | n/a | if self.maxsize > 0: |
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128 | n/a | if not block: |
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129 | n/a | if self._qsize() >= self.maxsize: |
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130 | n/a | raise Full |
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131 | n/a | elif timeout is None: |
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132 | n/a | while self._qsize() >= self.maxsize: |
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133 | n/a | self.not_full.wait() |
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134 | n/a | elif timeout < 0: |
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135 | n/a | raise ValueError("'timeout' must be a non-negative number") |
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136 | n/a | else: |
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137 | n/a | endtime = time() + timeout |
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138 | n/a | while self._qsize() >= self.maxsize: |
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139 | n/a | remaining = endtime - time() |
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140 | n/a | if remaining <= 0.0: |
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141 | n/a | raise Full |
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142 | n/a | self.not_full.wait(remaining) |
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143 | n/a | self._put(item) |
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144 | n/a | self.unfinished_tasks += 1 |
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145 | n/a | self.not_empty.notify() |
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146 | n/a | |
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147 | n/a | def get(self, block=True, timeout=None): |
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148 | n/a | '''Remove and return an item from the queue. |
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149 | n/a | |
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150 | n/a | If optional args 'block' is true and 'timeout' is None (the default), |
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151 | n/a | block if necessary until an item is available. If 'timeout' is |
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152 | n/a | a non-negative number, it blocks at most 'timeout' seconds and raises |
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153 | n/a | the Empty exception if no item was available within that time. |
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154 | n/a | Otherwise ('block' is false), return an item if one is immediately |
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155 | n/a | available, else raise the Empty exception ('timeout' is ignored |
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156 | n/a | in that case). |
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157 | n/a | ''' |
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158 | n/a | with self.not_empty: |
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159 | n/a | if not block: |
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160 | n/a | if not self._qsize(): |
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161 | n/a | raise Empty |
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162 | n/a | elif timeout is None: |
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163 | n/a | while not self._qsize(): |
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164 | n/a | self.not_empty.wait() |
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165 | n/a | elif timeout < 0: |
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166 | n/a | raise ValueError("'timeout' must be a non-negative number") |
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167 | n/a | else: |
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168 | n/a | endtime = time() + timeout |
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169 | n/a | while not self._qsize(): |
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170 | n/a | remaining = endtime - time() |
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171 | n/a | if remaining <= 0.0: |
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172 | n/a | raise Empty |
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173 | n/a | self.not_empty.wait(remaining) |
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174 | n/a | item = self._get() |
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175 | n/a | self.not_full.notify() |
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176 | n/a | return item |
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177 | n/a | |
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178 | n/a | def put_nowait(self, item): |
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179 | n/a | '''Put an item into the queue without blocking. |
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180 | n/a | |
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181 | n/a | Only enqueue the item if a free slot is immediately available. |
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182 | n/a | Otherwise raise the Full exception. |
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183 | n/a | ''' |
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184 | n/a | return self.put(item, block=False) |
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185 | n/a | |
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186 | n/a | def get_nowait(self): |
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187 | n/a | '''Remove and return an item from the queue without blocking. |
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188 | n/a | |
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189 | n/a | Only get an item if one is immediately available. Otherwise |
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190 | n/a | raise the Empty exception. |
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191 | n/a | ''' |
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192 | n/a | return self.get(block=False) |
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193 | n/a | |
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194 | n/a | # Override these methods to implement other queue organizations |
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195 | n/a | # (e.g. stack or priority queue). |
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196 | n/a | # These will only be called with appropriate locks held |
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197 | n/a | |
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198 | n/a | # Initialize the queue representation |
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199 | n/a | def _init(self, maxsize): |
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200 | n/a | self.queue = deque() |
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201 | n/a | |
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202 | n/a | def _qsize(self): |
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203 | n/a | return len(self.queue) |
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204 | n/a | |
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205 | n/a | # Put a new item in the queue |
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206 | n/a | def _put(self, item): |
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207 | n/a | self.queue.append(item) |
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208 | n/a | |
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209 | n/a | # Get an item from the queue |
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210 | n/a | def _get(self): |
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211 | n/a | return self.queue.popleft() |
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212 | n/a | |
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213 | n/a | |
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214 | n/a | class PriorityQueue(Queue): |
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215 | n/a | '''Variant of Queue that retrieves open entries in priority order (lowest first). |
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216 | n/a | |
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217 | n/a | Entries are typically tuples of the form: (priority number, data). |
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218 | n/a | ''' |
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219 | n/a | |
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220 | n/a | def _init(self, maxsize): |
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221 | n/a | self.queue = [] |
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222 | n/a | |
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223 | n/a | def _qsize(self): |
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224 | n/a | return len(self.queue) |
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225 | n/a | |
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226 | n/a | def _put(self, item): |
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227 | n/a | heappush(self.queue, item) |
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228 | n/a | |
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229 | n/a | def _get(self): |
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230 | n/a | return heappop(self.queue) |
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231 | n/a | |
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232 | n/a | |
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233 | n/a | class LifoQueue(Queue): |
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234 | n/a | '''Variant of Queue that retrieves most recently added entries first.''' |
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235 | n/a | |
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236 | n/a | def _init(self, maxsize): |
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237 | n/a | self.queue = [] |
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238 | n/a | |
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239 | n/a | def _qsize(self): |
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240 | n/a | return len(self.queue) |
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241 | n/a | |
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242 | n/a | def _put(self, item): |
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243 | n/a | self.queue.append(item) |
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244 | n/a | |
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245 | n/a | def _get(self): |
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246 | n/a | return self.queue.pop() |
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