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in Technique[技术] by (71.8m points)

Simulating a 'local static' variable in python

Consider the following code:

def CalcSomething(a):
    if CalcSomething._cache.has_key(a):
      return CalcSomething._cache[a]
    CalcSomething._cache[a] = ReallyCalc(a)
    return CalcSomething._cache[a] 

CalcSomething._cache = { }

This is the easiest way I can think of for simulating a 'local static' variable in python.
What bothers me is that CalcSomething._cache is mentioned outside the function's definition, but the alternative would be something like that:

if not hasattr(CalcSomething, "_cache"):  
    setattr(CalcSomething, "_cache", { } )  

inside the function's definition, which is really cumbersome.

Is there a more elegant way?

[EDIT]
Just to clarify, this question is not about local function caches, as the example above might suggest. Here is another short example where a 'static local' might be handy:

def ParseString(s):
    return ParseString._parser.parse(s)  
# Create a Parser object once, which will be used for all parsings.
# Assuming a Parser object is heave on resources, for the sake of this example.
ParseString._parser = Parser() 
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Turn it into a callable object (since that's what it really is.)

class CalcSomething(object):
    def __init__(self):
        self._cache = {}
    def __call__(self, a):
        if a not in self._cache: 
            self._cache[a] = self.reallyCalc(a)
        return self._cache[a]
    def reallyCalc(self, a):
        return # a real answer
calcSomething = CalcSomething()

Now you can use calcSomething as if it were a function. But it remains tidy and self-contained.


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