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pythonlambdadefaultdict

Why do you need lambda to nest defaultdict?

I am a bit confused on why you need a lambda function for nesting defaultdict

Why can't you do it like this?

test = defaultdict(defaultdict(list))

instead of 

test = defaultdict(lambda:defaultdict(float))
Solution 
  • test = defaultdict(defaultdict(list))

    Because defaultdict requires that you give it something that can be called to create keys for missing values. list is such a callable, but defaultdict(list) is not. It's a defaultdict instance, and you can't call a defaultdict.

    The lambda is a function that, when called, returns a value that can be used in the dictionary, so it works.

    Essentially, defaultdict(list) is going to be evaluated before your defaultdict is instantiated, and you want to defer that until a missing key is encountered. This is why a callable object (a type or a function) is used here.