python -> combinations of numbers and letters

问题:

#!/usr/bin/python
import random
lower_a = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']
upper_a = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z']
num = ['0', '1', '2', '3', '4', '5', '6', '7', '8', '9']

all = []
all = " ".join("".join(lower_a) + "".join(upper_a) + "".join(num))
all = all.split()
x = 1
c = 1
while x < 10:
        y = []
        for i in range(c):
                a = random.choice(all)
                y.append(a)
        print "".join(y)
        x += 1
        c += 1

what i have now outputs something like the following:

5
hE
HAy
1kgy
Pt6JM
2pFuCb
Jv5osaX
5q8PwWAO
SvHWRKfI5

how can i make it systematically go through every combination of letters (upper and lowercase) for a given length, then add 1 to that length and repeat the process?

回答1:

It's best not to recreate functionality that is already in the standard library.

Take a look at the standard library module "itertools".

Particularly the combinations(), permutations(), and product() functions.

import itertools

lower_a = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']
upper_a = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z']
num = ['0', '1', '2', '3', '4', '5', '6', '7', '8', '9']

all = []
all = lower_a + upper_a + num

for r in range(1, 3):
    for s in itertools.product(all, repeat=r):
         print ''.join(s)

If your version of Python is old you may not have access to these functions. However if you take a look in the documentation for Python 2.6, you can see how all of these functions can be implemented in Python. For instance, the implementation of itertools.product is given as:

def product(*args, **kwds):
    # product('ABCD', 'xy') --> Ax Ay Bx By Cx Cy Dx Dy
    # product(range(2), repeat=3) --> 000 001 010 011 100 101 110 111
    pools = map(tuple, args) * kwds.get('repeat', 1)
    result = [[]]
    for pool in pools:
        result = [x+[y] for x in result for y in pool]
    for prod in result:
        yield tuple(prod)

You could also try a recursive solution instead:

lower_a = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']
upper_a = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z']
num = ['0', '1', '2', '3', '4', '5', '6', '7', '8', '9']

all = []
all = lower_a + upper_a + num

def recursive_product(myList, length, myString = ""):
    if length == 0:
        print myString
        return
    for c in myList:
        recursive_product(myList, length-1, myString + c)

for r in range(1, 3):
    recursive_product(all, r)

回答2:

The pythonic way ;)

Print all combinations:

from itertools import combinations

symbols = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
          "abcdefghijklmnopqrstuvwxyz"
          "0123456789"
max_length = len(symbols)

for length in xrange(1, max_length + 1):
    for word in map(''.join, combinations(symbols, length)):
        print word

Even better, create an generator object which yields the combinations, so that one can decide later what to do with them without having to store 2 ** 62 strings (7.6040173890593902e+35 bytes) in memory.

from itertools import combinations, product

symbols = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
          "abcdefghijklmnopqrstuvwxyz"
          "0123456789"
max_length = len(symbols)

# generator of all combinations
def words1(chars=symbols, max_len=max_length):
    for length in xrange(1, max_length + 1):
        for word in map(''.join, combinations(symbols, length)):
            yield word

# generator of all combinations allowing repetitions
def words1(chars=symbols, max_len=max_length):
    for length in xrange(1, max_length + 1):
        for word in map(''.join, product(*[symbols]*length)):
            yield word


for word in words1():
    #do something with word
    print word

Both combinations and product, as well as many other functions, return iterators instead of lists in order to save memory:

>>> print combinations('0123456789',2)
<itertools.combinations object at 0x13e34b0>
>>> print list(combinations('0123456789',2))
[('0', '1'), ('0', '2'), ('0', '3'), ('0', '4'), ('0', '5'), ('0', '6'), ('0', '7'), ('0', '8'), ('0', '9'), ('1', '2'), ('1', '3'), ('1', '4'), ('1', '5'), ('1', '6'), ('1', '7'), ('1', '8'), ('1', '9'), ('2', '3'), ('2', '4'), ('2', '5'), ('2', '6'), ('2', '7'), ('2', '8'), ('2', '9'), ('3', '4'), ('3', '5'), ('3', '6'), ('3', '7'), ('3', '8'), ('3', '9'), ('4', '5'), ('4', '6'), ('4', '7'), ('4', '8'), ('4', '9'), ('5', '6'), ('5', '7'), ('5', '8'), ('5', '9'), ('6', '7'), ('6', '8'), ('6', '9'), ('7', '8'), ('7', '9'), ('8', '9')]

回答3:

Take a look at function combinations in the module itertools (http://docs.python.org/library/itertools.html#itertools.combinations)

import itertools
... setup all ...
for ilen in range(1, len(all)):
  for combo in itertools.combinations(all, ilen):
    print combo

回答4:

I haven't tested this, but I think the basic idea should hold. Please comment if it doesn't work and I'll debug it:

L = ['ABCDEFGHIJKLMNOPQRSTUVWXYZ', 'abcdefghijklmnopqrstuvwxyz', '0123456789']
def f(L, length, s=''):
    print s
    if len(s) == length:
        print s
    else:
        for word in L:
            for char in word:
                w = word.replace(char, '')
                l = L[:]
                l.remove(word)
                l.append(w)
                f(l, length, s+char)