steve at pearwood.info
Sun Mar 20 02:07:12 CET 2011
Ajit Deshpande wrote:
> I am trying to figure out where lambda functions can be useful. Has anyone
> used them in real world?
Of course. lambdas are especially useful for callback functions, which
are especially common when doing GUI programming.
> From my reading so far, I hear people claim that lambda can be a useful
> replacement for small functions. Most examples didn't make much sense to
> me. Why would anyone use a one liner anonymous function, if you never plan
> to use it elsewhere?
That's precisely the point -- why would you define a non-anonymous
function that you only use once?
return x + something
register_handler(spam) # Provide a callback to some part of your app
# never use spam again
is better written as:
register_handler(lambda x: x+something)
> You would then be implementing the logic directly in
> the line, isn't it?. Functions are useful if they plan to get called
> multiple times within your code.
That's often the case, but not necessarily.
> For example:
> add_one = lambda x: x + 1
This defines a function "add_one". This is equivalent to writing:
> In real world, why would I use a lambda for this. I would simply do:
> add_one = x + 1
This takes the current value of x, adds one to it, and assigns it to the
very badly named variable "add_one".
> Can you provide some useful use cases for lambda functions?
Sorting with comparison or key functions.
min or max with a key function.
Solving numerical equations.
There are probably others, but they're the obvious ones.
Here's an example you can try:
text = """Li Europan lingues es membres del sam familie. Lor separat
existentie es un myth. Por scientie, musica, sport etc, litot Europa usa
li sam vocabular. Li lingues differe solmen in li grammatica, li
pronunciation e li plu commun vocabules. Omnicos directe al desirabilite
de un nov lingua franca: On refusa continuar payar custosi traductores."""
words = text.lower().split()
sorted(words) # sort in alphabetical order
Now suppose you want to sort by the number of vowels. Here's how you can
do it with an anonymous key function:
sorted(words, key=lambda word: sum(word.count(c) for c in 'aeiou'))
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