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authorBrian Sherson <caretaker82@euclid.shersonb.net>2013-12-04 01:35:44 -0800
committerBrian Sherson <caretaker82@euclid.shersonb.net>2013-12-04 01:35:44 -0800
commit0d802dab5b586d511a6291248702c910502acaf7 (patch)
treef370db15b1a29c2fa8b6699188d28923b1361462 /iqueue.py
parent5cf8d2185f89aaf30e856bd0dbca88fbb51789ba (diff)
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+'''A multi-producer, multi-consumer queue.'''
+
+try:
+ import threading
+except ImportError:
+ import dummy_threading as threading
+from collections import deque
+from heapq import heappush, heappop
+try:
+ from time import monotonic as time
+except ImportError:
+ from time import time
+
+__all__ = ['Empty', 'Full', 'Queue', 'PriorityQueue', 'LifoQueue']
+
+
+class Empty(Exception):
+ 'Exception raised by Queue.get(block=0)/get_nowait().'
+ pass
+
+
+class Full(Exception):
+ 'Exception raised by Queue.put(block=0)/put_nowait().'
+ pass
+
+
+class Interrupted(Exception):
+ 'Exception raised by Queue.put and Queue.get when Queue is interrupted.'
+ pass
+
+
+class Queue:
+ '''Create a queue object with a given maximum size.
+
+ If maxsize is <= 0, the queue size is infinite.
+ '''
+
+ def __init__(self, maxsize=0):
+ self.maxsize = maxsize
+ self._init(maxsize)
+
+ # mutex must be held whenever the queue is mutating. All methods
+ # that acquire mutex must release it before returning. mutex
+ # is shared between the three conditions, so acquiring and
+ # releasing the conditions also acquires and releases mutex.
+ self.mutex = threading.Lock()
+
+ # Notify not_empty whenever an item is added to the queue; a
+ # thread waiting to get is notified then.
+ self.not_empty = threading.Condition(self.mutex)
+
+ # Notify not_full whenever an item is removed from the queue;
+ # a thread waiting to put is notified then.
+ self.not_full = threading.Condition(self.mutex)
+
+ # Notify all_tasks_done whenever the number of unfinished tasks
+ # drops to zero; thread waiting to join() is notified to resume
+ self.all_tasks_done = threading.Condition(self.mutex)
+ self.unfinished_tasks = 0
+ self._interrupted = False
+
+ def task_done(self):
+ '''Indicate that a formerly enqueued task is complete.
+
+ Used by Queue consumer threads. For each get() used to fetch a task,
+ a subsequent call to task_done() tells the queue that the processing
+ on the task is complete.
+
+ If a join() is currently blocking, it will resume when all items
+ have been processed (meaning that a task_done() call was received
+ for every item that had been put() into the queue).
+
+ Raises a ValueError if called more times than there were items
+ placed in the queue.
+ '''
+ with self.all_tasks_done:
+ unfinished = self.unfinished_tasks - 1
+ if unfinished <= 0:
+ if unfinished < 0:
+ raise ValueError('task_done() called too many times')
+ self.all_tasks_done.notify_all()
+ self.unfinished_tasks = unfinished
+
+ def join(self):
+ '''Blocks until all items in the Queue have been gotten and processed.
+
+ The count of unfinished tasks goes up whenever an item is added to the
+ queue. The count goes down whenever a consumer thread calls task_done()
+ to indicate the item was retrieved and all work on it is complete.
+
+ When the count of unfinished tasks drops to zero, join() unblocks.
+ '''
+ with self.all_tasks_done:
+ while self.unfinished_tasks:
+ self.all_tasks_done.wait()
+
+ def qsize(self):
+ '''Return the approximate size of the queue (not reliable!).'''
+ with self.mutex:
+ return self._qsize()
+
+ def empty(self):
+ '''Return True if the queue is empty, False otherwise (not reliable!).
+
+ This method is likely to be removed at some point. Use qsize() == 0
+ as a direct substitute, but be aware that either approach risks a race
+ condition where a queue can grow before the result of empty() or
+ qsize() can be used.
+
+ To create code that needs to wait for all queued tasks to be
+ completed, the preferred technique is to use the join() method.
+ '''
+ with self.mutex:
+ return not self._qsize()
+
+ def full(self):
+ '''Return True if the queue is full, False otherwise (not reliable!).
+
+ This method is likely to be removed at some point. Use qsize() >= n
+ as a direct substitute, but be aware that either approach risks a race
+ condition where a queue can shrink before the result of full() or
+ qsize() can be used.
+ '''
+ with self.mutex:
+ return 0 < self.maxsize <= self._qsize()
+
+ def put(self, item, block=True, timeout=None):
+ '''Put an item into the queue.
+
+ If optional args 'block' is true and 'timeout' is None (the default),
+ block if necessary until a free slot is available. If 'timeout' is
+ a positive number, it blocks at most 'timeout' seconds and raises
+ the Full exception if no free slot was available within that time.
+ Otherwise ('block' is false), put an item on the queue if a free slot
+ is immediately available, else raise the Full exception ('timeout'
+ is ignored in that case).
+ '''
+ with self.not_full:
+ ### Check if queue is interrupted
+ if self._interrupted:
+ raise Interrupted
+ if self.maxsize > 0:
+ if not block:
+ if self._qsize() >= self.maxsize:
+ raise Full
+ elif timeout is None:
+ while self._qsize() >= self.maxsize:
+ self.not_full.wait()
+ if self._interrupted:
+ raise Interrupted
+ elif timeout < 0:
+ raise ValueError("'timeout' must be a positive number")
+ else:
+ endtime = time() + timeout
+ while self._qsize() >= self.maxsize:
+ remaining = endtime - time()
+ if remaining <= 0.0:
+ raise Full
+ self.not_full.wait(remaining)
+ if self._interrupted:
+ raise Interrupted
+ self._put(item)
+ self.unfinished_tasks += 1
+ self.not_empty.notify()
+
+ def get(self, block=True, timeout=None):
+ '''Remove and return an item from the queue.
+
+ If optional args 'block' is true and 'timeout' is None (the default),
+ block if necessary until an item is available. If 'timeout' is
+ a positive number, it blocks at most 'timeout' seconds and raises
+ the Empty exception if no item was available within that time.
+ Otherwise ('block' is false), return an item if one is immediately
+ available, else raise the Empty exception ('timeout' is ignored
+ in that case).
+ '''
+
+ with self.not_empty:
+ ### Check if queue is interrupted
+ if self._interrupted:
+ raise Interrupted
+ if not block:
+ if not self._qsize():
+ raise Empty
+ elif timeout is None:
+ while not self._qsize():
+ self.not_empty.wait()
+ if self._interrupted:
+ raise Interrupted
+ elif timeout < 0:
+ raise ValueError("'timeout' must be a positive number")
+ else:
+ endtime = time() + timeout
+ while not self._qsize():
+ remaining = endtime - time()
+ if remaining <= 0.0:
+ raise Empty
+ self.not_empty.wait(remaining)
+ if self._interrupted:
+ raise Interrupted
+ item = self._get()
+ self.not_full.notify()
+ return item
+
+ def interrupt(self):
+ '''Place Queue into interrupted state. Empties the queue and causes
+ all threads to raise the Interrupted exception when Queue.get and
+ Queue.put are called.
+ '''
+ with self.not_empty:
+ self._interrupted = True
+ self.not_empty.notifyAll()
+
+ with self.not_full:
+ while self._qsize():
+ self._get()
+ self.not_full.notifyAll()
+
+ def put_nowait(self, item):
+ '''Put an item into the queue without blocking.
+
+ Only enqueue the item if a free slot is immediately available.
+ Otherwise raise the Full exception.
+ '''
+ return self.put(item, block=False)
+
+ def get_nowait(self):
+ '''Remove and return an item from the queue without blocking.
+
+ Only get an item if one is immediately available. Otherwise
+ raise the Empty exception.
+ '''
+ return self.get(block=False)
+
+ # Override these methods to implement other queue organizations
+ # (e.g. stack or priority queue).
+ # These will only be called with appropriate locks held
+
+ # Initialize the queue representation
+ def _init(self, maxsize):
+ self.queue = deque()
+
+ def _qsize(self):
+ return len(self.queue)
+
+ # Put a new item in the queue
+ def _put(self, item):
+ self.queue.append(item)
+
+ # Get an item from the queue
+ def _get(self):
+ return self.queue.popleft()
+
+
+class PriorityQueue(Queue):
+ '''Variant of Queue that retrieves open entries in priority order (lowest first).
+
+ Entries are typically tuples of the form: (priority number, data).
+ '''
+
+ def _init(self, maxsize):
+ self.queue = []
+
+ def _qsize(self):
+ return len(self.queue)
+
+ def _put(self, item):
+ heappush(self.queue, item)
+
+ def _get(self):
+ return heappop(self.queue)
+
+
+class LifoQueue(Queue):
+ '''Variant of Queue that retrieves most recently added entries first.'''
+
+ def _init(self, maxsize):
+ self.queue = []
+
+ def _qsize(self):
+ return len(self.queue)
+
+ def _put(self, item):
+ self.queue.append(item)
+
+ def _get(self):
+ return self.queue.pop()