Even though queues can be emulated with Python lists, this type provides a simple interface to the data structure, both in Python and in C.
Note that the mxQueue implementation uses a similar approach as the mxStack implementation. However, due to the added complexity, it lacks a few of the mxStack methods.
Because of the function call overhead calling the methods from Python it is only a tad faster than a corresponding list emulation. Called from within an C extension shows a more significant performance increase. The included queuebench.py gives an impression of how the different methods relate with respect to speed:
mx/Queue> python queuebench.py 1000 1000 100
Queue (with push + pop): 0.33
Queue (with << + >>): 0.32
Note that the tuple version has a few disadvantages when used for big queues: for one it uses lots of memory (20 bytes per entry slot; Queue uses 20 bytes + 4 bytes per entry slot) and deallocation can become a problem -- this is done using recursion with one level per queue element. For small queues it still is unbeatable, though (it has no function call overhead).
The UserQueue implementation shown above, which is part of the package, uses the same technique: the figures shown mainly result from Python method call overhead.
Because queues are normally used only temporarily, the Queue implementation only grows the memory buffer used for holding the entry slots. It never shrinks it. This has an advantage of reducing malloc() overhead when doing e.g. depth first search, but also the disadvantage of using more memory in degenerate cases.
The Queue object provides the following interfaces.
Returns a new empty Queue instance allocating at least the given number of slots for queue elements. If the parameter is not given a reasonable default is chosen.
A Queueinstance has the following methods:
Returns the queue's content as tuple, without modifying it.
Returns the queue's content as list, without modifying it.
Clears the queue.
Pops the top element off of the queue. Raises an EmptyError in case no elements are currently stored in the queue.
Pushes the object x onto the queue.
Note that no method for testing emptiness is provided. Use len()for that or simply test for trueness, e.g. while q: print q.pop() will loop as long as there are elements left on the Queue q. This is much faster than going through the method calling process -- even when the method being called is written in C.
Error class used for package specific errors. It is a subclass of IndexError.
Error class used to signal an empty queue. It is a subclass of Error.
mxQueue exposes a Python C-API which can easily be used by other Python extensions. Please have look at the file mxQueue.h for details.
Most of the above Python interfaces are also available in the C API.
To access the module, do the following (note the similarities with Python's way of accessing functions from a module):
/* Import the mxQueue module */
/* Access functions from the exported C API through mxQueue */
v = mxQueue.Queue(0);
/* Type checking */
Well, there's not much to show:
from mx.Queue import *
q = Queue()
for i in range(1000):
Entries enclosed in brackets are packages (i.e. they are directories that include a __init__.py file). Ones without brackets are just simple subdirectories that are not accessible via import. These are used for compiling the C extension modules which will get installed in the same place where all your other site specific extensions live (e.g. /usr/local/lib/python-x.xx/site-packages).
The package imports all symbols from the Proxy sub module which in turn imports the extension module, so you only need to 'from mx import Queue' to start working.
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