Looping through list of functions in a function in Python dynamically

I'm going to guess that you're validating password complexity, and I'm also going to say that software which takes an input and says "False" and there's no indication why is user-hostile, so the most important thing is not "how to loop over nested char function code wizardry (*)" but "give good feedback", and suggest something more like:

raw = 'asdfaa3fa'

import re

def validate_password(password):
    """ This function takes a password string, and validates it
        against the complexity requirements from {wherever}
        and returns True if it's complex enough, otherwise False """

    if not re.search('\d', password):
        print("Error: password needs to include at least one number")
        return False

    elif not re.search('[a-z]', password):
        print("Error: password must include at least one lowercase letter")
        return False

    elif not re.search('[A-Z]', password):
        print("Error: password must include at least one uppercase letter")
        return False

    print("Password is OK")
    return True

validate_password(raw)

Try online at repl.it

And the regex searching checks ranges of characters and digits in one call, which is neater than a loop over characters.

(PS. your functions overlap; a string which has characters matching 'isupper', 'islower' and 'isnumeric' already has 'isadigit' and 'isalnum' covered. More interesting would be to handle characters like ! which are not upper, lower, digits or alnum).


(*) function wizardry like the other answers is normally exactly what I would answer, but there's so much of that already answered that I may as well answer the other way instead :P


The way you are looping through a list of functions is slightly off. This would be a valid way to do it. The functions you need to store in the list are the generic string functions given by str.funcname. Once you have those list of functions, you can loop through them using a for loop, and just treat it like a normal function!

raw = 'asdfaa3fa'
functions = [str.isalnum, str.isalpha, str.isdigit, str.islower,  str.isupper]  # list of functions

for fn in functions:     # iterate over list of functions, where the current function in the list is referred to as fn
    for ch in raw:       # for each character in the string raw
        if fn(ch):        
            print(True)
            break

Sample outputs:

Input                     Output
===================================
"qA2"         ----->      True True True True True
"asdfaa3fa"   ----->      True True True True

Also I notice you seem to use indexing for iteration which makes me feel like you might be coming from a language like C/C++. The for in loop construct is really powerful in python so I would read up on it (y).

Above is a more pythonic way to do this but just as a learning tool, I wrote a working version that matches how you tried to do it as much as possible to show you where you went wrong specifically. Here it is with comments:

raw = 'asdfaa3fa'
lst = [str.isalnum, str.isalpha, str.isdigit, str.islower, str.isupper]   # notice youre treating the functions just like variables and aren't actually calling them. That is, you're writing str.isalpha instead of str.isalpha()
for f in range(0,5):
    counter = 0
    for i in xrange(len(raw)):
        if lst[f](raw[i]) == True:  # In your attempt, you were checking if lst[f]==True; lst[f] is a function so you are checking if a function == True. Instead, you need to pass an argument to lst[f](), in this case the ith character of raw, and check whether what that function evaluates to is true
            print lst[f] 
            counter = 1
            print True
            break
    if counter == 0:
        print False

Okay, so the first question is easy enough. The simple way to do it is just do

def foo(raw):
  for c in raw:
    if c.isalpha(): return True
    if c.isdigit(): return True
    # the other cases
  return False

Never neglect the simplest thing that could work.

Now, if you want to do it dynamically -- which is the magic keyword you probably needed, you want to apply something like this (cribbed from another question):

meths = [isalnum, isalpha, isdigit, islower, isupper]
for c in raw:    
  for m in meths:
    getattr(c, m)()

Warning, this is untested code meant to give you the idea. The key notion here is that the methods of an object are attributes just like anything else, so, for example getattr("a", "isalpha")() does the following:

  • Uses getattr to search the attributes dictionary of "a" for a method named isalpha
  • Returns that method itself -- <function isalpha>
  • then invokes that method using the () which is the function application operator in Python.

See this example:

In [11]: getattr('a', 'isalpha')()
Out[11]: True

Tags:

Python

Loops

List