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