Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 1 | """A multi-producer, multi-consumer queue.""" |
| 2 | |
| 3 | from time import time as _time |
Georg Brandl | fc9ea97 | 2009-03-15 22:11:07 +0000 | [diff] [blame] | 4 | try: |
| 5 | import threading as _threading |
| 6 | except ImportError: |
| 7 | import dummy_threading as _threading |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 8 | from collections import deque |
| 9 | import heapq |
| 10 | |
| 11 | __all__ = ['Empty', 'Full', 'Queue', 'PriorityQueue', 'LifoQueue'] |
| 12 | |
| 13 | class Empty(Exception): |
| 14 | "Exception raised by Queue.get(block=0)/get_nowait()." |
| 15 | pass |
| 16 | |
| 17 | class Full(Exception): |
| 18 | "Exception raised by Queue.put(block=0)/put_nowait()." |
| 19 | pass |
| 20 | |
| 21 | class Queue: |
| 22 | """Create a queue object with a given maximum size. |
| 23 | |
| 24 | If maxsize is <= 0, the queue size is infinite. |
| 25 | """ |
| 26 | def __init__(self, maxsize=0): |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 27 | self.maxsize = maxsize |
| 28 | self._init(maxsize) |
| 29 | # mutex must be held whenever the queue is mutating. All methods |
| 30 | # that acquire mutex must release it before returning. mutex |
| 31 | # is shared between the three conditions, so acquiring and |
| 32 | # releasing the conditions also acquires and releases mutex. |
Georg Brandl | fc9ea97 | 2009-03-15 22:11:07 +0000 | [diff] [blame] | 33 | self.mutex = _threading.Lock() |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 34 | # Notify not_empty whenever an item is added to the queue; a |
| 35 | # thread waiting to get is notified then. |
Georg Brandl | fc9ea97 | 2009-03-15 22:11:07 +0000 | [diff] [blame] | 36 | self.not_empty = _threading.Condition(self.mutex) |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 37 | # Notify not_full whenever an item is removed from the queue; |
| 38 | # a thread waiting to put is notified then. |
Georg Brandl | fc9ea97 | 2009-03-15 22:11:07 +0000 | [diff] [blame] | 39 | self.not_full = _threading.Condition(self.mutex) |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 40 | # Notify all_tasks_done whenever the number of unfinished tasks |
| 41 | # drops to zero; thread waiting to join() is notified to resume |
Georg Brandl | fc9ea97 | 2009-03-15 22:11:07 +0000 | [diff] [blame] | 42 | self.all_tasks_done = _threading.Condition(self.mutex) |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 43 | self.unfinished_tasks = 0 |
| 44 | |
| 45 | def task_done(self): |
| 46 | """Indicate that a formerly enqueued task is complete. |
| 47 | |
| 48 | Used by Queue consumer threads. For each get() used to fetch a task, |
| 49 | a subsequent call to task_done() tells the queue that the processing |
| 50 | on the task is complete. |
| 51 | |
| 52 | If a join() is currently blocking, it will resume when all items |
| 53 | have been processed (meaning that a task_done() call was received |
| 54 | for every item that had been put() into the queue). |
| 55 | |
| 56 | Raises a ValueError if called more times than there were items |
| 57 | placed in the queue. |
| 58 | """ |
| 59 | self.all_tasks_done.acquire() |
| 60 | try: |
| 61 | unfinished = self.unfinished_tasks - 1 |
| 62 | if unfinished <= 0: |
| 63 | if unfinished < 0: |
| 64 | raise ValueError('task_done() called too many times') |
Benjamin Peterson | 0fbcf69 | 2008-06-11 17:27:50 +0000 | [diff] [blame] | 65 | self.all_tasks_done.notify_all() |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 66 | self.unfinished_tasks = unfinished |
| 67 | finally: |
| 68 | self.all_tasks_done.release() |
| 69 | |
| 70 | def join(self): |
| 71 | """Blocks until all items in the Queue have been gotten and processed. |
| 72 | |
| 73 | The count of unfinished tasks goes up whenever an item is added to the |
| 74 | queue. The count goes down whenever a consumer thread calls task_done() |
| 75 | to indicate the item was retrieved and all work on it is complete. |
| 76 | |
| 77 | When the count of unfinished tasks drops to zero, join() unblocks. |
| 78 | """ |
| 79 | self.all_tasks_done.acquire() |
| 80 | try: |
| 81 | while self.unfinished_tasks: |
| 82 | self.all_tasks_done.wait() |
| 83 | finally: |
| 84 | self.all_tasks_done.release() |
| 85 | |
| 86 | def qsize(self): |
| 87 | """Return the approximate size of the queue (not reliable!).""" |
| 88 | self.mutex.acquire() |
| 89 | n = self._qsize() |
| 90 | self.mutex.release() |
| 91 | return n |
| 92 | |
| 93 | def empty(self): |
| 94 | """Return True if the queue is empty, False otherwise (not reliable!).""" |
| 95 | self.mutex.acquire() |
| 96 | n = not self._qsize() |
| 97 | self.mutex.release() |
| 98 | return n |
| 99 | |
| 100 | def full(self): |
| 101 | """Return True if the queue is full, False otherwise (not reliable!).""" |
| 102 | self.mutex.acquire() |
| 103 | n = 0 < self.maxsize == self._qsize() |
| 104 | self.mutex.release() |
| 105 | return n |
| 106 | |
| 107 | def put(self, item, block=True, timeout=None): |
| 108 | """Put an item into the queue. |
| 109 | |
| 110 | If optional args 'block' is true and 'timeout' is None (the default), |
| 111 | block if necessary until a free slot is available. If 'timeout' is |
Terry Jan Reedy | bb8114c | 2013-08-10 18:17:01 -0400 | [diff] [blame] | 112 | a non-negative number, it blocks at most 'timeout' seconds and raises |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 113 | the Full exception if no free slot was available within that time. |
| 114 | Otherwise ('block' is false), put an item on the queue if a free slot |
| 115 | is immediately available, else raise the Full exception ('timeout' |
| 116 | is ignored in that case). |
| 117 | """ |
| 118 | self.not_full.acquire() |
| 119 | try: |
| 120 | if self.maxsize > 0: |
| 121 | if not block: |
| 122 | if self._qsize() == self.maxsize: |
| 123 | raise Full |
| 124 | elif timeout is None: |
| 125 | while self._qsize() == self.maxsize: |
| 126 | self.not_full.wait() |
| 127 | elif timeout < 0: |
Terry Jan Reedy | bb8114c | 2013-08-10 18:17:01 -0400 | [diff] [blame] | 128 | raise ValueError("'timeout' must be a non-negative number") |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 129 | else: |
| 130 | endtime = _time() + timeout |
| 131 | while self._qsize() == self.maxsize: |
| 132 | remaining = endtime - _time() |
| 133 | if remaining <= 0.0: |
| 134 | raise Full |
| 135 | self.not_full.wait(remaining) |
| 136 | self._put(item) |
| 137 | self.unfinished_tasks += 1 |
| 138 | self.not_empty.notify() |
| 139 | finally: |
| 140 | self.not_full.release() |
| 141 | |
| 142 | def put_nowait(self, item): |
| 143 | """Put an item into the queue without blocking. |
| 144 | |
| 145 | Only enqueue the item if a free slot is immediately available. |
| 146 | Otherwise raise the Full exception. |
| 147 | """ |
| 148 | return self.put(item, False) |
| 149 | |
| 150 | def get(self, block=True, timeout=None): |
| 151 | """Remove and return an item from the queue. |
| 152 | |
| 153 | If optional args 'block' is true and 'timeout' is None (the default), |
| 154 | block if necessary until an item is available. If 'timeout' is |
Terry Jan Reedy | bb8114c | 2013-08-10 18:17:01 -0400 | [diff] [blame] | 155 | a non-negative number, it blocks at most 'timeout' seconds and raises |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 156 | the Empty exception if no item was available within that time. |
| 157 | Otherwise ('block' is false), return an item if one is immediately |
| 158 | available, else raise the Empty exception ('timeout' is ignored |
| 159 | in that case). |
| 160 | """ |
| 161 | self.not_empty.acquire() |
| 162 | try: |
| 163 | if not block: |
| 164 | if not self._qsize(): |
| 165 | raise Empty |
| 166 | elif timeout is None: |
| 167 | while not self._qsize(): |
| 168 | self.not_empty.wait() |
| 169 | elif timeout < 0: |
Terry Jan Reedy | bb8114c | 2013-08-10 18:17:01 -0400 | [diff] [blame] | 170 | raise ValueError("'timeout' must be a non-negative number") |
Alexandre Vassalotti | 30ece44 | 2008-05-11 19:39:48 +0000 | [diff] [blame] | 171 | else: |
| 172 | endtime = _time() + timeout |
| 173 | while not self._qsize(): |
| 174 | remaining = endtime - _time() |
| 175 | if remaining <= 0.0: |
| 176 | raise Empty |
| 177 | self.not_empty.wait(remaining) |
| 178 | item = self._get() |
| 179 | self.not_full.notify() |
| 180 | return item |
| 181 | finally: |
| 182 | self.not_empty.release() |
| 183 | |
| 184 | def get_nowait(self): |
| 185 | """Remove and return an item from the queue without blocking. |
| 186 | |
| 187 | Only get an item if one is immediately available. Otherwise |
| 188 | raise the Empty exception. |
| 189 | """ |
| 190 | return self.get(False) |
| 191 | |
| 192 | # Override these methods to implement other queue organizations |
| 193 | # (e.g. stack or priority queue). |
| 194 | # These will only be called with appropriate locks held |
| 195 | |
| 196 | # Initialize the queue representation |
| 197 | def _init(self, maxsize): |
| 198 | self.queue = deque() |
| 199 | |
| 200 | def _qsize(self, len=len): |
| 201 | return len(self.queue) |
| 202 | |
| 203 | # Put a new item in the queue |
| 204 | def _put(self, item): |
| 205 | self.queue.append(item) |
| 206 | |
| 207 | # Get an item from the queue |
| 208 | def _get(self): |
| 209 | return self.queue.popleft() |
| 210 | |
| 211 | |
| 212 | class PriorityQueue(Queue): |
| 213 | '''Variant of Queue that retrieves open entries in priority order (lowest first). |
| 214 | |
| 215 | Entries are typically tuples of the form: (priority number, data). |
| 216 | ''' |
| 217 | |
| 218 | def _init(self, maxsize): |
| 219 | self.queue = [] |
| 220 | |
| 221 | def _qsize(self, len=len): |
| 222 | return len(self.queue) |
| 223 | |
| 224 | def _put(self, item, heappush=heapq.heappush): |
| 225 | heappush(self.queue, item) |
| 226 | |
| 227 | def _get(self, heappop=heapq.heappop): |
| 228 | return heappop(self.queue) |
| 229 | |
| 230 | |
| 231 | class LifoQueue(Queue): |
| 232 | '''Variant of Queue that retrieves most recently added entries first.''' |
| 233 | |
| 234 | def _init(self, maxsize): |
| 235 | self.queue = [] |
| 236 | |
| 237 | def _qsize(self, len=len): |
| 238 | return len(self.queue) |
| 239 | |
| 240 | def _put(self, item): |
| 241 | self.queue.append(item) |
| 242 | |
| 243 | def _get(self): |
| 244 | return self.queue.pop() |