[2] | 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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[391] | 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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[2] | 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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[391] | 33 | self.mutex = _threading.Lock()
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[2] | 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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[391] | 36 | self.not_empty = _threading.Condition(self.mutex)
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[2] | 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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[391] | 39 | self.not_full = _threading.Condition(self.mutex)
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[2] | 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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[391] | 42 | self.all_tasks_done = _threading.Condition(self.mutex)
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[2] | 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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[391] | 112 | a non-negative number, it blocks at most 'timeout' seconds and raises
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[2] | 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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[391] | 128 | raise ValueError("'timeout' must be a non-negative number")
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[2] | 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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[391] | 155 | a non-negative number, it blocks at most 'timeout' seconds and raises
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[2] | 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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[391] | 170 | raise ValueError("'timeout' must be a non-negative number")
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[2] | 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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