Python是一門(mén)弱類(lèi)型語(yǔ)言,很多從C/C++轉(zhuǎn)過(guò)來(lái)的朋友起初不是很適應(yīng)。比如,在聲明一個(gè)函數(shù)時(shí),不能指定參數(shù)的類(lèi)型。用C做類(lèi)比,那就是所有參數(shù)都是void*類(lèi)型!void類(lèi)型強(qiáng)制轉(zhuǎn)換在C++中被廣泛地認(rèn)為是個(gè)壞習(xí)慣,不到萬(wàn)不得已是不會(huì)使用的。
Python自然沒(méi)有類(lèi)型強(qiáng)制轉(zhuǎn)換一說(shuō)了,因?yàn)樗莿?dòng)態(tài)語(yǔ)言。首先,所有對(duì)象都從Object繼承而來(lái),其次,它有強(qiáng)大的內(nèi)省,如果調(diào)用某個(gè)不存在的方法會(huì)有異常拋出。大多數(shù)情況,我們都不需要做參數(shù)類(lèi)型栓查,除了一些特殊情況。例如,某個(gè)函數(shù)接受一個(gè)str類(lèi)型,結(jié)果在實(shí)際調(diào)用時(shí)傳入的是unicode,測(cè)試過(guò)程中又沒(méi)有代碼覆蓋到,這樣問(wèn)題就比較嚴(yán)重了。解決方法也很簡(jiǎn)單,借助Python的內(nèi)省,很容易就能判斷出參數(shù)的類(lèi)型。但是每個(gè)地方都寫(xiě)檢查代碼會(huì)很累贅,何況它帶來(lái)的實(shí)際價(jià)值并不高。一個(gè)好的解決方法是使用裝飾器。
''' >>> NONE, MEDIUM, STRONG = 0, 1, 2 >>> >>> @accepts(int, int, int) ... def average(x, y, z): ... return (x + y + z) / 2 ... >>> average(5.5, 10, 15.0) TypeWarning: 'average' method accepts (int, int, int), but was given (float, int, float) 15.25'''def accepts(*types, **kw): """ Function decorator. Checks that inputs given to decorated function are of the expected type. Parameters: types -- The expected types of the inputs to the decorated function. Must specify type for each parameter. kw -- Optional specification of 'debug' level (this is the only valid keyword argument, no other should be given). debug = ( 0 | 1 | 2 ) """ if not kw: # default level: MEDIUM debug = 1 else: debug = kw['debug'] try: def decorator(f): def newf(*args): if debug == 0: return f(*args) assert len(args) == len(types) argtypes = tuple(map(type, args)) if argtypes != types: msg = info(f.__name__, types, argtypes, 0) if debug == 1: print >> sys.stderr, 'TypeWarning: ', msg elif debug == 2: raise TypeError, msg return f(*args) newf.__name__ = f.__name__ return newf return decorator except KeyError, key: raise KeyError, key + "is not a valid keyword argument" except TypeError, msg: raise TypeError, msgdef info(fname, expected, actual, flag): """ Convenience function returns nicely formatted error/warning msg. """ format = lambda types: ', '.join([str(t).split("'")[1] for t in types]) expected, actual = format(expected), format(actual) msg = "'%s' method " % fname / + ("accepts", "returns")[flag] + " (%s), but " % expected/ + ("was given", "result is")[flag] + " (%s)" % actual return msg本質(zhì)上講,這也是一種運(yùn)行時(shí)檢查,但效果已經(jīng)不錯(cuò)了。
更多有趣的裝飾器的使用,可以參考這篇文章http://wiki.python.org/moin/PythonDecoratorLibrary
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