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"""A multi-producer, multi-consumer queue."""
from
time
import
time
as
_time
from
collections
import
deque
import
heapq
__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
Queue
:
"""Create a queue object with a given maximum size.
If maxsize is <= 0, the queue size is infinite.
"""
def
__init__
(
self
,
maxsize
=
0
):
try
:
import
threading
except
ImportError
:
import
dummy_threading
as
threading
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.
"""
self
.
all_tasks_done
.
acquire
()
try
:
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
finally
:
self
.
all_tasks_done
.
release
()
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.
"""
self
.
all_tasks_done
.
acquire
()
try
:
while
self
.
unfinished_tasks
:
self
.
all_tasks_done
.
wait
()
finally
:
self
.
all_tasks_done
.
release
()
def
qsize
(
self
):
"""Return the approximate size of the queue (not reliable!)."""
self
.
mutex
.
acquire
()
n
=
self
.
_qsize
()
self
.
mutex
.
release
()
return
n
def
empty
(
self
):
"""Return True if the queue is empty, False otherwise (not reliable!)."""
self
.
mutex
.
acquire
()
n
=
not
self
.
_qsize
()
self
.
mutex
.
release
()
return
n
def
full
(
self
):
"""Return True if the queue is full, False otherwise (not reliable!)."""
self
.
mutex
.
acquire
()
n
=
0
<
self
.
maxsize
==
self
.
_qsize
()
self
.
mutex
.
release
()
return
n
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).
"""
self
.
not_full
.
acquire
()
try
:
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 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
)
self
.
_put
(
item
)
self
.
unfinished_tasks
+=
1
self
.
not_empty
.
notify
()
finally
:
self
.
not_full
.
release
()
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
,
False
)
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).
"""
self
.
not_empty
.
acquire
()
try
:
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 positive 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
finally
:
self
.
not_empty
.
release
()
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
(
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
,
len
=
len
):
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
,
len
=
len
):
return
len
(
self
.
queue
)
def
_put
(
self
,
item
,
heappush
=
heapq
.
heappush
):
heappush
(
self
.
queue
,
item
)
def
_get
(
self
,
heappop
=
heapq
.
heappop
):
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
,
len
=
len
):
return
len
(
self
.
queue
)
def
_put
(
self
,
item
):
self
.
queue
.
append
(
item
)
def
_get
(
self
):
return
self
.
queue
.
pop
()
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