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- '''A multi-producer, multi-consumer queue.'''
- import threading
- import types
- from collections import deque
- from heapq import heappush, heappop
- from time import monotonic as time
- try:
- from _queue import SimpleQueue
- except ImportError:
- SimpleQueue = None
- __all__ = ['Empty', 'Full', 'Queue', 'PriorityQueue', 'LifoQueue', 'SimpleQueue']
- try:
- from _queue import Empty
- except ImportError:
- 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 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
- 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 non-negative 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:
- 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()
- elif timeout < 0:
- raise ValueError("'timeout' must be a non-negative number")
- else:
- endtime = time() + timeout
- while self._qsize() >= self.maxsize:
- remaining = endtime - time()
- if remaining <= 0.0:
- raise Full
- self.not_full.wait(remaining)
- 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 non-negative 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:
- if not block:
- if not self._qsize():
- raise Empty
- elif timeout is None:
- while not self._qsize():
- self.not_empty.wait()
- elif timeout < 0:
- raise ValueError("'timeout' must be a non-negative number")
- else:
- endtime = time() + timeout
- while not self._qsize():
- remaining = endtime - time()
- if remaining <= 0.0:
- raise Empty
- self.not_empty.wait(remaining)
- item = self._get()
- self.not_full.notify()
- return item
- 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_getitem__ = classmethod(types.GenericAlias)
- 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()
- class _PySimpleQueue:
- '''Simple, unbounded FIFO queue.
- This pure Python implementation is not reentrant.
- '''
- # Note: while this pure Python version provides fairness
- # (by using a threading.Semaphore which is itself fair, being based
- # on threading.Condition), fairness is not part of the API contract.
- # This allows the C version to use a different implementation.
- def __init__(self):
- self._queue = deque()
- self._count = threading.Semaphore(0)
- def put(self, item, block=True, timeout=None):
- '''Put the item on the queue.
- The optional 'block' and 'timeout' arguments are ignored, as this method
- never blocks. They are provided for compatibility with the Queue class.
- '''
- self._queue.append(item)
- self._count.release()
- 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 non-negative 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).
- '''
- if timeout is not None and timeout < 0:
- raise ValueError("'timeout' must be a non-negative number")
- if not self._count.acquire(block, timeout):
- raise Empty
- return self._queue.popleft()
- def put_nowait(self, item):
- '''Put an item into the queue without blocking.
- This is exactly equivalent to `put(item, block=False)` and is only provided
- for compatibility with the Queue class.
- '''
- 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)
- def empty(self):
- '''Return True if the queue is empty, False otherwise (not reliable!).'''
- return len(self._queue) == 0
- def qsize(self):
- '''Return the approximate size of the queue (not reliable!).'''
- return len(self._queue)
- __class_getitem__ = classmethod(types.GenericAlias)
- if SimpleQueue is None:
- SimpleQueue = _PySimpleQueue
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