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4710c53d 1import unittest\r
2from test import test_support\r
3from itertools import *\r
4from weakref import proxy\r
5from decimal import Decimal\r
6from fractions import Fraction\r
7import sys\r
8import operator\r
9import random\r
10import copy\r
11import pickle\r
12from functools import reduce\r
13maxsize = test_support.MAX_Py_ssize_t\r
14minsize = -maxsize-1\r
15\r
16def onearg(x):\r
17 'Test function of one argument'\r
18 return 2*x\r
19\r
20def errfunc(*args):\r
21 'Test function that raises an error'\r
22 raise ValueError\r
23\r
24def gen3():\r
25 'Non-restartable source sequence'\r
26 for i in (0, 1, 2):\r
27 yield i\r
28\r
29def isEven(x):\r
30 'Test predicate'\r
31 return x%2==0\r
32\r
33def isOdd(x):\r
34 'Test predicate'\r
35 return x%2==1\r
36\r
37class StopNow:\r
38 'Class emulating an empty iterable.'\r
39 def __iter__(self):\r
40 return self\r
41 def next(self):\r
42 raise StopIteration\r
43\r
44def take(n, seq):\r
45 'Convenience function for partially consuming a long of infinite iterable'\r
46 return list(islice(seq, n))\r
47\r
48def prod(iterable):\r
49 return reduce(operator.mul, iterable, 1)\r
50\r
51def fact(n):\r
52 'Factorial'\r
53 return prod(range(1, n+1))\r
54\r
55class TestBasicOps(unittest.TestCase):\r
56 def test_chain(self):\r
57\r
58 def chain2(*iterables):\r
59 'Pure python version in the docs'\r
60 for it in iterables:\r
61 for element in it:\r
62 yield element\r
63\r
64 for c in (chain, chain2):\r
65 self.assertEqual(list(c('abc', 'def')), list('abcdef'))\r
66 self.assertEqual(list(c('abc')), list('abc'))\r
67 self.assertEqual(list(c('')), [])\r
68 self.assertEqual(take(4, c('abc', 'def')), list('abcd'))\r
69 self.assertRaises(TypeError, list,c(2, 3))\r
70\r
71 def test_chain_from_iterable(self):\r
72 self.assertEqual(list(chain.from_iterable(['abc', 'def'])), list('abcdef'))\r
73 self.assertEqual(list(chain.from_iterable(['abc'])), list('abc'))\r
74 self.assertEqual(list(chain.from_iterable([''])), [])\r
75 self.assertEqual(take(4, chain.from_iterable(['abc', 'def'])), list('abcd'))\r
76 self.assertRaises(TypeError, list, chain.from_iterable([2, 3]))\r
77\r
78 def test_combinations(self):\r
79 self.assertRaises(TypeError, combinations, 'abc') # missing r argument\r
80 self.assertRaises(TypeError, combinations, 'abc', 2, 1) # too many arguments\r
81 self.assertRaises(TypeError, combinations, None) # pool is not iterable\r
82 self.assertRaises(ValueError, combinations, 'abc', -2) # r is negative\r
83 self.assertEqual(list(combinations('abc', 32)), []) # r > n\r
84 self.assertEqual(list(combinations(range(4), 3)),\r
85 [(0,1,2), (0,1,3), (0,2,3), (1,2,3)])\r
86\r
87 def combinations1(iterable, r):\r
88 'Pure python version shown in the docs'\r
89 pool = tuple(iterable)\r
90 n = len(pool)\r
91 if r > n:\r
92 return\r
93 indices = range(r)\r
94 yield tuple(pool[i] for i in indices)\r
95 while 1:\r
96 for i in reversed(range(r)):\r
97 if indices[i] != i + n - r:\r
98 break\r
99 else:\r
100 return\r
101 indices[i] += 1\r
102 for j in range(i+1, r):\r
103 indices[j] = indices[j-1] + 1\r
104 yield tuple(pool[i] for i in indices)\r
105\r
106 def combinations2(iterable, r):\r
107 'Pure python version shown in the docs'\r
108 pool = tuple(iterable)\r
109 n = len(pool)\r
110 for indices in permutations(range(n), r):\r
111 if sorted(indices) == list(indices):\r
112 yield tuple(pool[i] for i in indices)\r
113\r
114 def combinations3(iterable, r):\r
115 'Pure python version from cwr()'\r
116 pool = tuple(iterable)\r
117 n = len(pool)\r
118 for indices in combinations_with_replacement(range(n), r):\r
119 if len(set(indices)) == r:\r
120 yield tuple(pool[i] for i in indices)\r
121\r
122 for n in range(7):\r
123 values = [5*x-12 for x in range(n)]\r
124 for r in range(n+2):\r
125 result = list(combinations(values, r))\r
126 self.assertEqual(len(result), 0 if r>n else fact(n) // fact(r) // fact(n-r)) # right number of combs\r
127 self.assertEqual(len(result), len(set(result))) # no repeats\r
128 self.assertEqual(result, sorted(result)) # lexicographic order\r
129 for c in result:\r
130 self.assertEqual(len(c), r) # r-length combinations\r
131 self.assertEqual(len(set(c)), r) # no duplicate elements\r
132 self.assertEqual(list(c), sorted(c)) # keep original ordering\r
133 self.assertTrue(all(e in values for e in c)) # elements taken from input iterable\r
134 self.assertEqual(list(c),\r
135 [e for e in values if e in c]) # comb is a subsequence of the input iterable\r
136 self.assertEqual(result, list(combinations1(values, r))) # matches first pure python version\r
137 self.assertEqual(result, list(combinations2(values, r))) # matches second pure python version\r
138 self.assertEqual(result, list(combinations3(values, r))) # matches second pure python version\r
139\r
140 # Test implementation detail: tuple re-use\r
141 self.assertEqual(len(set(map(id, combinations('abcde', 3)))), 1)\r
142 self.assertNotEqual(len(set(map(id, list(combinations('abcde', 3))))), 1)\r
143\r
144 def test_combinations_with_replacement(self):\r
145 cwr = combinations_with_replacement\r
146 self.assertRaises(TypeError, cwr, 'abc') # missing r argument\r
147 self.assertRaises(TypeError, cwr, 'abc', 2, 1) # too many arguments\r
148 self.assertRaises(TypeError, cwr, None) # pool is not iterable\r
149 self.assertRaises(ValueError, cwr, 'abc', -2) # r is negative\r
150 self.assertEqual(list(cwr('ABC', 2)),\r
151 [('A','A'), ('A','B'), ('A','C'), ('B','B'), ('B','C'), ('C','C')])\r
152\r
153 def cwr1(iterable, r):\r
154 'Pure python version shown in the docs'\r
155 # number items returned: (n+r-1)! / r! / (n-1)! when n>0\r
156 pool = tuple(iterable)\r
157 n = len(pool)\r
158 if not n and r:\r
159 return\r
160 indices = [0] * r\r
161 yield tuple(pool[i] for i in indices)\r
162 while 1:\r
163 for i in reversed(range(r)):\r
164 if indices[i] != n - 1:\r
165 break\r
166 else:\r
167 return\r
168 indices[i:] = [indices[i] + 1] * (r - i)\r
169 yield tuple(pool[i] for i in indices)\r
170\r
171 def cwr2(iterable, r):\r
172 'Pure python version shown in the docs'\r
173 pool = tuple(iterable)\r
174 n = len(pool)\r
175 for indices in product(range(n), repeat=r):\r
176 if sorted(indices) == list(indices):\r
177 yield tuple(pool[i] for i in indices)\r
178\r
179 def numcombs(n, r):\r
180 if not n:\r
181 return 0 if r else 1\r
182 return fact(n+r-1) // fact(r) // fact(n-1)\r
183\r
184 for n in range(7):\r
185 values = [5*x-12 for x in range(n)]\r
186 for r in range(n+2):\r
187 result = list(cwr(values, r))\r
188\r
189 self.assertEqual(len(result), numcombs(n, r)) # right number of combs\r
190 self.assertEqual(len(result), len(set(result))) # no repeats\r
191 self.assertEqual(result, sorted(result)) # lexicographic order\r
192\r
193 regular_combs = list(combinations(values, r)) # compare to combs without replacement\r
194 if n == 0 or r <= 1:\r
195 self.assertEqual(result, regular_combs) # cases that should be identical\r
196 else:\r
197 self.assertTrue(set(result) >= set(regular_combs)) # rest should be supersets of regular combs\r
198\r
199 for c in result:\r
200 self.assertEqual(len(c), r) # r-length combinations\r
201 noruns = [k for k,v in groupby(c)] # combo without consecutive repeats\r
202 self.assertEqual(len(noruns), len(set(noruns))) # no repeats other than consecutive\r
203 self.assertEqual(list(c), sorted(c)) # keep original ordering\r
204 self.assertTrue(all(e in values for e in c)) # elements taken from input iterable\r
205 self.assertEqual(noruns,\r
206 [e for e in values if e in c]) # comb is a subsequence of the input iterable\r
207 self.assertEqual(result, list(cwr1(values, r))) # matches first pure python version\r
208 self.assertEqual(result, list(cwr2(values, r))) # matches second pure python version\r
209\r
210 # Test implementation detail: tuple re-use\r
211 self.assertEqual(len(set(map(id, cwr('abcde', 3)))), 1)\r
212 self.assertNotEqual(len(set(map(id, list(cwr('abcde', 3))))), 1)\r
213\r
214 def test_permutations(self):\r
215 self.assertRaises(TypeError, permutations) # too few arguments\r
216 self.assertRaises(TypeError, permutations, 'abc', 2, 1) # too many arguments\r
217 self.assertRaises(TypeError, permutations, None) # pool is not iterable\r
218 self.assertRaises(ValueError, permutations, 'abc', -2) # r is negative\r
219 self.assertEqual(list(permutations('abc', 32)), []) # r > n\r
220 self.assertRaises(TypeError, permutations, 'abc', 's') # r is not an int or None\r
221 self.assertEqual(list(permutations(range(3), 2)),\r
222 [(0,1), (0,2), (1,0), (1,2), (2,0), (2,1)])\r
223\r
224 def permutations1(iterable, r=None):\r
225 'Pure python version shown in the docs'\r
226 pool = tuple(iterable)\r
227 n = len(pool)\r
228 r = n if r is None else r\r
229 if r > n:\r
230 return\r
231 indices = range(n)\r
232 cycles = range(n, n-r, -1)\r
233 yield tuple(pool[i] for i in indices[:r])\r
234 while n:\r
235 for i in reversed(range(r)):\r
236 cycles[i] -= 1\r
237 if cycles[i] == 0:\r
238 indices[i:] = indices[i+1:] + indices[i:i+1]\r
239 cycles[i] = n - i\r
240 else:\r
241 j = cycles[i]\r
242 indices[i], indices[-j] = indices[-j], indices[i]\r
243 yield tuple(pool[i] for i in indices[:r])\r
244 break\r
245 else:\r
246 return\r
247\r
248 def permutations2(iterable, r=None):\r
249 'Pure python version shown in the docs'\r
250 pool = tuple(iterable)\r
251 n = len(pool)\r
252 r = n if r is None else r\r
253 for indices in product(range(n), repeat=r):\r
254 if len(set(indices)) == r:\r
255 yield tuple(pool[i] for i in indices)\r
256\r
257 for n in range(7):\r
258 values = [5*x-12 for x in range(n)]\r
259 for r in range(n+2):\r
260 result = list(permutations(values, r))\r
261 self.assertEqual(len(result), 0 if r>n else fact(n) // fact(n-r)) # right number of perms\r
262 self.assertEqual(len(result), len(set(result))) # no repeats\r
263 self.assertEqual(result, sorted(result)) # lexicographic order\r
264 for p in result:\r
265 self.assertEqual(len(p), r) # r-length permutations\r
266 self.assertEqual(len(set(p)), r) # no duplicate elements\r
267 self.assertTrue(all(e in values for e in p)) # elements taken from input iterable\r
268 self.assertEqual(result, list(permutations1(values, r))) # matches first pure python version\r
269 self.assertEqual(result, list(permutations2(values, r))) # matches second pure python version\r
270 if r == n:\r
271 self.assertEqual(result, list(permutations(values, None))) # test r as None\r
272 self.assertEqual(result, list(permutations(values))) # test default r\r
273\r
274 # Test implementation detail: tuple re-use\r
275 self.assertEqual(len(set(map(id, permutations('abcde', 3)))), 1)\r
276 self.assertNotEqual(len(set(map(id, list(permutations('abcde', 3))))), 1)\r
277\r
278 def test_combinatorics(self):\r
279 # Test relationships between product(), permutations(),\r
280 # combinations() and combinations_with_replacement().\r
281\r
282 for n in range(6):\r
283 s = 'ABCDEFG'[:n]\r
284 for r in range(8):\r
285 prod = list(product(s, repeat=r))\r
286 cwr = list(combinations_with_replacement(s, r))\r
287 perm = list(permutations(s, r))\r
288 comb = list(combinations(s, r))\r
289\r
290 # Check size\r
291 self.assertEqual(len(prod), n**r)\r
292 self.assertEqual(len(cwr), (fact(n+r-1) // fact(r) // fact(n-1)) if n else (not r))\r
293 self.assertEqual(len(perm), 0 if r>n else fact(n) // fact(n-r))\r
294 self.assertEqual(len(comb), 0 if r>n else fact(n) // fact(r) // fact(n-r))\r
295\r
296 # Check lexicographic order without repeated tuples\r
297 self.assertEqual(prod, sorted(set(prod)))\r
298 self.assertEqual(cwr, sorted(set(cwr)))\r
299 self.assertEqual(perm, sorted(set(perm)))\r
300 self.assertEqual(comb, sorted(set(comb)))\r
301\r
302 # Check interrelationships\r
303 self.assertEqual(cwr, [t for t in prod if sorted(t)==list(t)]) # cwr: prods which are sorted\r
304 self.assertEqual(perm, [t for t in prod if len(set(t))==r]) # perm: prods with no dups\r
305 self.assertEqual(comb, [t for t in perm if sorted(t)==list(t)]) # comb: perms that are sorted\r
306 self.assertEqual(comb, [t for t in cwr if len(set(t))==r]) # comb: cwrs without dups\r
307 self.assertEqual(comb, filter(set(cwr).__contains__, perm)) # comb: perm that is a cwr\r
308 self.assertEqual(comb, filter(set(perm).__contains__, cwr)) # comb: cwr that is a perm\r
309 self.assertEqual(comb, sorted(set(cwr) & set(perm))) # comb: both a cwr and a perm\r
310\r
311 def test_compress(self):\r
312 self.assertEqual(list(compress(data='ABCDEF', selectors=[1,0,1,0,1,1])), list('ACEF'))\r
313 self.assertEqual(list(compress('ABCDEF', [1,0,1,0,1,1])), list('ACEF'))\r
314 self.assertEqual(list(compress('ABCDEF', [0,0,0,0,0,0])), list(''))\r
315 self.assertEqual(list(compress('ABCDEF', [1,1,1,1,1,1])), list('ABCDEF'))\r
316 self.assertEqual(list(compress('ABCDEF', [1,0,1])), list('AC'))\r
317 self.assertEqual(list(compress('ABC', [0,1,1,1,1,1])), list('BC'))\r
318 n = 10000\r
319 data = chain.from_iterable(repeat(range(6), n))\r
320 selectors = chain.from_iterable(repeat((0, 1)))\r
321 self.assertEqual(list(compress(data, selectors)), [1,3,5] * n)\r
322 self.assertRaises(TypeError, compress, None, range(6)) # 1st arg not iterable\r
323 self.assertRaises(TypeError, compress, range(6), None) # 2nd arg not iterable\r
324 self.assertRaises(TypeError, compress, range(6)) # too few args\r
325 self.assertRaises(TypeError, compress, range(6), None) # too many args\r
326\r
327 def test_count(self):\r
328 self.assertEqual(zip('abc',count()), [('a', 0), ('b', 1), ('c', 2)])\r
329 self.assertEqual(zip('abc',count(3)), [('a', 3), ('b', 4), ('c', 5)])\r
330 self.assertEqual(take(2, zip('abc',count(3))), [('a', 3), ('b', 4)])\r
331 self.assertEqual(take(2, zip('abc',count(-1))), [('a', -1), ('b', 0)])\r
332 self.assertEqual(take(2, zip('abc',count(-3))), [('a', -3), ('b', -2)])\r
333 self.assertRaises(TypeError, count, 2, 3, 4)\r
334 self.assertRaises(TypeError, count, 'a')\r
335 self.assertEqual(list(islice(count(maxsize-5), 10)), range(maxsize-5, maxsize+5))\r
336 self.assertEqual(list(islice(count(-maxsize-5), 10)), range(-maxsize-5, -maxsize+5))\r
337 c = count(3)\r
338 self.assertEqual(repr(c), 'count(3)')\r
339 c.next()\r
340 self.assertEqual(repr(c), 'count(4)')\r
341 c = count(-9)\r
342 self.assertEqual(repr(c), 'count(-9)')\r
343 c.next()\r
344 self.assertEqual(repr(count(10.25)), 'count(10.25)')\r
345 self.assertEqual(c.next(), -8)\r
346 for i in (-sys.maxint-5, -sys.maxint+5 ,-10, -1, 0, 10, sys.maxint-5, sys.maxint+5):\r
347 # Test repr (ignoring the L in longs)\r
348 r1 = repr(count(i)).replace('L', '')\r
349 r2 = 'count(%r)'.__mod__(i).replace('L', '')\r
350 self.assertEqual(r1, r2)\r
351\r
352 # check copy, deepcopy, pickle\r
353 for value in -3, 3, sys.maxint-5, sys.maxint+5:\r
354 c = count(value)\r
355 self.assertEqual(next(copy.copy(c)), value)\r
356 self.assertEqual(next(copy.deepcopy(c)), value)\r
357 self.assertEqual(next(pickle.loads(pickle.dumps(c))), value)\r
358\r
359 def test_count_with_stride(self):\r
360 self.assertEqual(zip('abc',count(2,3)), [('a', 2), ('b', 5), ('c', 8)])\r
361 self.assertEqual(zip('abc',count(start=2,step=3)),\r
362 [('a', 2), ('b', 5), ('c', 8)])\r
363 self.assertEqual(zip('abc',count(step=-1)),\r
364 [('a', 0), ('b', -1), ('c', -2)])\r
365 self.assertEqual(zip('abc',count(2,0)), [('a', 2), ('b', 2), ('c', 2)])\r
366 self.assertEqual(zip('abc',count(2,1)), [('a', 2), ('b', 3), ('c', 4)])\r
367 self.assertEqual(take(20, count(maxsize-15, 3)), take(20, range(maxsize-15, maxsize+100, 3)))\r
368 self.assertEqual(take(20, count(-maxsize-15, 3)), take(20, range(-maxsize-15,-maxsize+100, 3)))\r
369 self.assertEqual(take(3, count(2, 3.25-4j)), [2, 5.25-4j, 8.5-8j])\r
370 self.assertEqual(take(3, count(Decimal('1.1'), Decimal('.1'))),\r
371 [Decimal('1.1'), Decimal('1.2'), Decimal('1.3')])\r
372 self.assertEqual(take(3, count(Fraction(2,3), Fraction(1,7))),\r
373 [Fraction(2,3), Fraction(17,21), Fraction(20,21)])\r
374 self.assertEqual(repr(take(3, count(10, 2.5))), repr([10, 12.5, 15.0]))\r
375 c = count(3, 5)\r
376 self.assertEqual(repr(c), 'count(3, 5)')\r
377 c.next()\r
378 self.assertEqual(repr(c), 'count(8, 5)')\r
379 c = count(-9, 0)\r
380 self.assertEqual(repr(c), 'count(-9, 0)')\r
381 c.next()\r
382 self.assertEqual(repr(c), 'count(-9, 0)')\r
383 c = count(-9, -3)\r
384 self.assertEqual(repr(c), 'count(-9, -3)')\r
385 c.next()\r
386 self.assertEqual(repr(c), 'count(-12, -3)')\r
387 self.assertEqual(repr(c), 'count(-12, -3)')\r
388 self.assertEqual(repr(count(10.5, 1.25)), 'count(10.5, 1.25)')\r
389 self.assertEqual(repr(count(10.5, 1)), 'count(10.5)') # suppress step=1 when it's an int\r
390 self.assertEqual(repr(count(10.5, 1.00)), 'count(10.5, 1.0)') # do show float values lilke 1.0\r
391 for i in (-sys.maxint-5, -sys.maxint+5 ,-10, -1, 0, 10, sys.maxint-5, sys.maxint+5):\r
392 for j in (-sys.maxint-5, -sys.maxint+5 ,-10, -1, 0, 1, 10, sys.maxint-5, sys.maxint+5):\r
393 # Test repr (ignoring the L in longs)\r
394 r1 = repr(count(i, j)).replace('L', '')\r
395 if j == 1:\r
396 r2 = ('count(%r)' % i).replace('L', '')\r
397 else:\r
398 r2 = ('count(%r, %r)' % (i, j)).replace('L', '')\r
399 self.assertEqual(r1, r2)\r
400\r
401 def test_cycle(self):\r
402 self.assertEqual(take(10, cycle('abc')), list('abcabcabca'))\r
403 self.assertEqual(list(cycle('')), [])\r
404 self.assertRaises(TypeError, cycle)\r
405 self.assertRaises(TypeError, cycle, 5)\r
406 self.assertEqual(list(islice(cycle(gen3()),10)), [0,1,2,0,1,2,0,1,2,0])\r
407\r
408 def test_groupby(self):\r
409 # Check whether it accepts arguments correctly\r
410 self.assertEqual([], list(groupby([])))\r
411 self.assertEqual([], list(groupby([], key=id)))\r
412 self.assertRaises(TypeError, list, groupby('abc', []))\r
413 self.assertRaises(TypeError, groupby, None)\r
414 self.assertRaises(TypeError, groupby, 'abc', lambda x:x, 10)\r
415\r
416 # Check normal input\r
417 s = [(0, 10, 20), (0, 11,21), (0,12,21), (1,13,21), (1,14,22),\r
418 (2,15,22), (3,16,23), (3,17,23)]\r
419 dup = []\r
420 for k, g in groupby(s, lambda r:r[0]):\r
421 for elem in g:\r
422 self.assertEqual(k, elem[0])\r
423 dup.append(elem)\r
424 self.assertEqual(s, dup)\r
425\r
426 # Check nested case\r
427 dup = []\r
428 for k, g in groupby(s, lambda r:r[0]):\r
429 for ik, ig in groupby(g, lambda r:r[2]):\r
430 for elem in ig:\r
431 self.assertEqual(k, elem[0])\r
432 self.assertEqual(ik, elem[2])\r
433 dup.append(elem)\r
434 self.assertEqual(s, dup)\r
435\r
436 # Check case where inner iterator is not used\r
437 keys = [k for k, g in groupby(s, lambda r:r[0])]\r
438 expectedkeys = set([r[0] for r in s])\r
439 self.assertEqual(set(keys), expectedkeys)\r
440 self.assertEqual(len(keys), len(expectedkeys))\r
441\r
442 # Exercise pipes and filters style\r
443 s = 'abracadabra'\r
444 # sort s | uniq\r
445 r = [k for k, g in groupby(sorted(s))]\r
446 self.assertEqual(r, ['a', 'b', 'c', 'd', 'r'])\r
447 # sort s | uniq -d\r
448 r = [k for k, g in groupby(sorted(s)) if list(islice(g,1,2))]\r
449 self.assertEqual(r, ['a', 'b', 'r'])\r
450 # sort s | uniq -c\r
451 r = [(len(list(g)), k) for k, g in groupby(sorted(s))]\r
452 self.assertEqual(r, [(5, 'a'), (2, 'b'), (1, 'c'), (1, 'd'), (2, 'r')])\r
453 # sort s | uniq -c | sort -rn | head -3\r
454 r = sorted([(len(list(g)) , k) for k, g in groupby(sorted(s))], reverse=True)[:3]\r
455 self.assertEqual(r, [(5, 'a'), (2, 'r'), (2, 'b')])\r
456\r
457 # iter.next failure\r
458 class ExpectedError(Exception):\r
459 pass\r
460 def delayed_raise(n=0):\r
461 for i in range(n):\r
462 yield 'yo'\r
463 raise ExpectedError\r
464 def gulp(iterable, keyp=None, func=list):\r
465 return [func(g) for k, g in groupby(iterable, keyp)]\r
466\r
467 # iter.next failure on outer object\r
468 self.assertRaises(ExpectedError, gulp, delayed_raise(0))\r
469 # iter.next failure on inner object\r
470 self.assertRaises(ExpectedError, gulp, delayed_raise(1))\r
471\r
472 # __cmp__ failure\r
473 class DummyCmp:\r
474 def __cmp__(self, dst):\r
475 raise ExpectedError\r
476 s = [DummyCmp(), DummyCmp(), None]\r
477\r
478 # __cmp__ failure on outer object\r
479 self.assertRaises(ExpectedError, gulp, s, func=id)\r
480 # __cmp__ failure on inner object\r
481 self.assertRaises(ExpectedError, gulp, s)\r
482\r
483 # keyfunc failure\r
484 def keyfunc(obj):\r
485 if keyfunc.skip > 0:\r
486 keyfunc.skip -= 1\r
487 return obj\r
488 else:\r
489 raise ExpectedError\r
490\r
491 # keyfunc failure on outer object\r
492 keyfunc.skip = 0\r
493 self.assertRaises(ExpectedError, gulp, [None], keyfunc)\r
494 keyfunc.skip = 1\r
495 self.assertRaises(ExpectedError, gulp, [None, None], keyfunc)\r
496\r
497 def test_ifilter(self):\r
498 self.assertEqual(list(ifilter(isEven, range(6))), [0,2,4])\r
499 self.assertEqual(list(ifilter(None, [0,1,0,2,0])), [1,2])\r
500 self.assertEqual(list(ifilter(bool, [0,1,0,2,0])), [1,2])\r
501 self.assertEqual(take(4, ifilter(isEven, count())), [0,2,4,6])\r
502 self.assertRaises(TypeError, ifilter)\r
503 self.assertRaises(TypeError, ifilter, lambda x:x)\r
504 self.assertRaises(TypeError, ifilter, lambda x:x, range(6), 7)\r
505 self.assertRaises(TypeError, ifilter, isEven, 3)\r
506 self.assertRaises(TypeError, ifilter(range(6), range(6)).next)\r
507\r
508 def test_ifilterfalse(self):\r
509 self.assertEqual(list(ifilterfalse(isEven, range(6))), [1,3,5])\r
510 self.assertEqual(list(ifilterfalse(None, [0,1,0,2,0])), [0,0,0])\r
511 self.assertEqual(list(ifilterfalse(bool, [0,1,0,2,0])), [0,0,0])\r
512 self.assertEqual(take(4, ifilterfalse(isEven, count())), [1,3,5,7])\r
513 self.assertRaises(TypeError, ifilterfalse)\r
514 self.assertRaises(TypeError, ifilterfalse, lambda x:x)\r
515 self.assertRaises(TypeError, ifilterfalse, lambda x:x, range(6), 7)\r
516 self.assertRaises(TypeError, ifilterfalse, isEven, 3)\r
517 self.assertRaises(TypeError, ifilterfalse(range(6), range(6)).next)\r
518\r
519 def test_izip(self):\r
520 ans = [(x,y) for x, y in izip('abc',count())]\r
521 self.assertEqual(ans, [('a', 0), ('b', 1), ('c', 2)])\r
522 self.assertEqual(list(izip('abc', range(6))), zip('abc', range(6)))\r
523 self.assertEqual(list(izip('abcdef', range(3))), zip('abcdef', range(3)))\r
524 self.assertEqual(take(3,izip('abcdef', count())), zip('abcdef', range(3)))\r
525 self.assertEqual(list(izip('abcdef')), zip('abcdef'))\r
526 self.assertEqual(list(izip()), zip())\r
527 self.assertRaises(TypeError, izip, 3)\r
528 self.assertRaises(TypeError, izip, range(3), 3)\r
529 # Check tuple re-use (implementation detail)\r
530 self.assertEqual([tuple(list(pair)) for pair in izip('abc', 'def')],\r
531 zip('abc', 'def'))\r
532 self.assertEqual([pair for pair in izip('abc', 'def')],\r
533 zip('abc', 'def'))\r
534 ids = map(id, izip('abc', 'def'))\r
535 self.assertEqual(min(ids), max(ids))\r
536 ids = map(id, list(izip('abc', 'def')))\r
537 self.assertEqual(len(dict.fromkeys(ids)), len(ids))\r
538\r
539 def test_iziplongest(self):\r
540 for args in [\r
541 ['abc', range(6)],\r
542 [range(6), 'abc'],\r
543 [range(1000), range(2000,2100), range(3000,3050)],\r
544 [range(1000), range(0), range(3000,3050), range(1200), range(1500)],\r
545 [range(1000), range(0), range(3000,3050), range(1200), range(1500), range(0)],\r
546 ]:\r
547 # target = map(None, *args) <- this raises a py3k warning\r
548 # this is the replacement:\r
549 target = [tuple([arg[i] if i < len(arg) else None for arg in args])\r
550 for i in range(max(map(len, args)))]\r
551 self.assertEqual(list(izip_longest(*args)), target)\r
552 self.assertEqual(list(izip_longest(*args, **{})), target)\r
553 target = [tuple((e is None and 'X' or e) for e in t) for t in target] # Replace None fills with 'X'\r
554 self.assertEqual(list(izip_longest(*args, **dict(fillvalue='X'))), target)\r
555\r
556 self.assertEqual(take(3,izip_longest('abcdef', count())), zip('abcdef', range(3))) # take 3 from infinite input\r
557\r
558 self.assertEqual(list(izip_longest()), zip())\r
559 self.assertEqual(list(izip_longest([])), zip([]))\r
560 self.assertEqual(list(izip_longest('abcdef')), zip('abcdef'))\r
561\r
562 self.assertEqual(list(izip_longest('abc', 'defg', **{})),\r
563 zip(list('abc') + [None], 'defg')) # empty keyword dict\r
564 self.assertRaises(TypeError, izip_longest, 3)\r
565 self.assertRaises(TypeError, izip_longest, range(3), 3)\r
566\r
567 for stmt in [\r
568 "izip_longest('abc', fv=1)",\r
569 "izip_longest('abc', fillvalue=1, bogus_keyword=None)",\r
570 ]:\r
571 try:\r
572 eval(stmt, globals(), locals())\r
573 except TypeError:\r
574 pass\r
575 else:\r
576 self.fail('Did not raise Type in: ' + stmt)\r
577\r
578 # Check tuple re-use (implementation detail)\r
579 self.assertEqual([tuple(list(pair)) for pair in izip_longest('abc', 'def')],\r
580 zip('abc', 'def'))\r
581 self.assertEqual([pair for pair in izip_longest('abc', 'def')],\r
582 zip('abc', 'def'))\r
583 ids = map(id, izip_longest('abc', 'def'))\r
584 self.assertEqual(min(ids), max(ids))\r
585 ids = map(id, list(izip_longest('abc', 'def')))\r
586 self.assertEqual(len(dict.fromkeys(ids)), len(ids))\r
587\r
588 def test_bug_7244(self):\r
589\r
590 class Repeater(object):\r
591 # this class is similar to itertools.repeat\r
592 def __init__(self, o, t, e):\r
593 self.o = o\r
594 self.t = int(t)\r
595 self.e = e\r
596 def __iter__(self): # its iterator is itself\r
597 return self\r
598 def next(self):\r
599 if self.t > 0:\r
600 self.t -= 1\r
601 return self.o\r
602 else:\r
603 raise self.e\r
604\r
605 # Formerly this code in would fail in debug mode\r
606 # with Undetected Error and Stop Iteration\r
607 r1 = Repeater(1, 3, StopIteration)\r
608 r2 = Repeater(2, 4, StopIteration)\r
609 def run(r1, r2):\r
610 result = []\r
611 for i, j in izip_longest(r1, r2, fillvalue=0):\r
612 with test_support.captured_output('stdout'):\r
613 print (i, j)\r
614 result.append((i, j))\r
615 return result\r
616 self.assertEqual(run(r1, r2), [(1,2), (1,2), (1,2), (0,2)])\r
617\r
618 # Formerly, the RuntimeError would be lost\r
619 # and StopIteration would stop as expected\r
620 r1 = Repeater(1, 3, RuntimeError)\r
621 r2 = Repeater(2, 4, StopIteration)\r
622 it = izip_longest(r1, r2, fillvalue=0)\r
623 self.assertEqual(next(it), (1, 2))\r
624 self.assertEqual(next(it), (1, 2))\r
625 self.assertEqual(next(it), (1, 2))\r
626 self.assertRaises(RuntimeError, next, it)\r
627\r
628 def test_product(self):\r
629 for args, result in [\r
630 ([], [()]), # zero iterables\r
631 (['ab'], [('a',), ('b',)]), # one iterable\r
632 ([range(2), range(3)], [(0,0), (0,1), (0,2), (1,0), (1,1), (1,2)]), # two iterables\r
633 ([range(0), range(2), range(3)], []), # first iterable with zero length\r
634 ([range(2), range(0), range(3)], []), # middle iterable with zero length\r
635 ([range(2), range(3), range(0)], []), # last iterable with zero length\r
636 ]:\r
637 self.assertEqual(list(product(*args)), result)\r
638 for r in range(4):\r
639 self.assertEqual(list(product(*(args*r))),\r
640 list(product(*args, **dict(repeat=r))))\r
641 self.assertEqual(len(list(product(*[range(7)]*6))), 7**6)\r
642 self.assertRaises(TypeError, product, range(6), None)\r
643\r
644 def product1(*args, **kwds):\r
645 pools = map(tuple, args) * kwds.get('repeat', 1)\r
646 n = len(pools)\r
647 if n == 0:\r
648 yield ()\r
649 return\r
650 if any(len(pool) == 0 for pool in pools):\r
651 return\r
652 indices = [0] * n\r
653 yield tuple(pool[i] for pool, i in zip(pools, indices))\r
654 while 1:\r
655 for i in reversed(range(n)): # right to left\r
656 if indices[i] == len(pools[i]) - 1:\r
657 continue\r
658 indices[i] += 1\r
659 for j in range(i+1, n):\r
660 indices[j] = 0\r
661 yield tuple(pool[i] for pool, i in zip(pools, indices))\r
662 break\r
663 else:\r
664 return\r
665\r
666 def product2(*args, **kwds):\r
667 'Pure python version used in docs'\r
668 pools = map(tuple, args) * kwds.get('repeat', 1)\r
669 result = [[]]\r
670 for pool in pools:\r
671 result = [x+[y] for x in result for y in pool]\r
672 for prod in result:\r
673 yield tuple(prod)\r
674\r
675 argtypes = ['', 'abc', '', xrange(0), xrange(4), dict(a=1, b=2, c=3),\r
676 set('abcdefg'), range(11), tuple(range(13))]\r
677 for i in range(100):\r
678 args = [random.choice(argtypes) for j in range(random.randrange(5))]\r
679 expected_len = prod(map(len, args))\r
680 self.assertEqual(len(list(product(*args))), expected_len)\r
681 self.assertEqual(list(product(*args)), list(product1(*args)))\r
682 self.assertEqual(list(product(*args)), list(product2(*args)))\r
683 args = map(iter, args)\r
684 self.assertEqual(len(list(product(*args))), expected_len)\r
685\r
686 # Test implementation detail: tuple re-use\r
687 self.assertEqual(len(set(map(id, product('abc', 'def')))), 1)\r
688 self.assertNotEqual(len(set(map(id, list(product('abc', 'def'))))), 1)\r
689\r
690 def test_repeat(self):\r
691 self.assertEqual(list(repeat(object='a', times=3)), ['a', 'a', 'a'])\r
692 self.assertEqual(zip(xrange(3),repeat('a')),\r
693 [(0, 'a'), (1, 'a'), (2, 'a')])\r
694 self.assertEqual(list(repeat('a', 3)), ['a', 'a', 'a'])\r
695 self.assertEqual(take(3, repeat('a')), ['a', 'a', 'a'])\r
696 self.assertEqual(list(repeat('a', 0)), [])\r
697 self.assertEqual(list(repeat('a', -3)), [])\r
698 self.assertRaises(TypeError, repeat)\r
699 self.assertRaises(TypeError, repeat, None, 3, 4)\r
700 self.assertRaises(TypeError, repeat, None, 'a')\r
701 r = repeat(1+0j)\r
702 self.assertEqual(repr(r), 'repeat((1+0j))')\r
703 r = repeat(1+0j, 5)\r
704 self.assertEqual(repr(r), 'repeat((1+0j), 5)')\r
705 list(r)\r
706 self.assertEqual(repr(r), 'repeat((1+0j), 0)')\r
707\r
708 def test_imap(self):\r
709 self.assertEqual(list(imap(operator.pow, range(3), range(1,7))),\r
710 [0**1, 1**2, 2**3])\r
711 self.assertEqual(list(imap(None, 'abc', range(5))),\r
712 [('a',0),('b',1),('c',2)])\r
713 self.assertEqual(list(imap(None, 'abc', count())),\r
714 [('a',0),('b',1),('c',2)])\r
715 self.assertEqual(take(2,imap(None, 'abc', count())),\r
716 [('a',0),('b',1)])\r
717 self.assertEqual(list(imap(operator.pow, [])), [])\r
718 self.assertRaises(TypeError, imap)\r
719 self.assertRaises(TypeError, imap, operator.neg)\r
720 self.assertRaises(TypeError, imap(10, range(5)).next)\r
721 self.assertRaises(ValueError, imap(errfunc, [4], [5]).next)\r
722 self.assertRaises(TypeError, imap(onearg, [4], [5]).next)\r
723\r
724 def test_starmap(self):\r
725 self.assertEqual(list(starmap(operator.pow, zip(range(3), range(1,7)))),\r
726 [0**1, 1**2, 2**3])\r
727 self.assertEqual(take(3, starmap(operator.pow, izip(count(), count(1)))),\r
728 [0**1, 1**2, 2**3])\r
729 self.assertEqual(list(starmap(operator.pow, [])), [])\r
730 self.assertEqual(list(starmap(operator.pow, [iter([4,5])])), [4**5])\r
731 self.assertRaises(TypeError, list, starmap(operator.pow, [None]))\r
732 self.assertRaises(TypeError, starmap)\r
733 self.assertRaises(TypeError, starmap, operator.pow, [(4,5)], 'extra')\r
734 self.assertRaises(TypeError, starmap(10, [(4,5)]).next)\r
735 self.assertRaises(ValueError, starmap(errfunc, [(4,5)]).next)\r
736 self.assertRaises(TypeError, starmap(onearg, [(4,5)]).next)\r
737\r
738 def test_islice(self):\r
739 for args in [ # islice(args) should agree with range(args)\r
740 (10, 20, 3),\r
741 (10, 3, 20),\r
742 (10, 20),\r
743 (10, 3),\r
744 (20,)\r
745 ]:\r
746 self.assertEqual(list(islice(xrange(100), *args)), range(*args))\r
747\r
748 for args, tgtargs in [ # Stop when seqn is exhausted\r
749 ((10, 110, 3), ((10, 100, 3))),\r
750 ((10, 110), ((10, 100))),\r
751 ((110,), (100,))\r
752 ]:\r
753 self.assertEqual(list(islice(xrange(100), *args)), range(*tgtargs))\r
754\r
755 # Test stop=None\r
756 self.assertEqual(list(islice(xrange(10), None)), range(10))\r
757 self.assertEqual(list(islice(xrange(10), None, None)), range(10))\r
758 self.assertEqual(list(islice(xrange(10), None, None, None)), range(10))\r
759 self.assertEqual(list(islice(xrange(10), 2, None)), range(2, 10))\r
760 self.assertEqual(list(islice(xrange(10), 1, None, 2)), range(1, 10, 2))\r
761\r
762 # Test number of items consumed SF #1171417\r
763 it = iter(range(10))\r
764 self.assertEqual(list(islice(it, 3)), range(3))\r
765 self.assertEqual(list(it), range(3, 10))\r
766\r
767 # Test invalid arguments\r
768 self.assertRaises(TypeError, islice, xrange(10))\r
769 self.assertRaises(TypeError, islice, xrange(10), 1, 2, 3, 4)\r
770 self.assertRaises(ValueError, islice, xrange(10), -5, 10, 1)\r
771 self.assertRaises(ValueError, islice, xrange(10), 1, -5, -1)\r
772 self.assertRaises(ValueError, islice, xrange(10), 1, 10, -1)\r
773 self.assertRaises(ValueError, islice, xrange(10), 1, 10, 0)\r
774 self.assertRaises(ValueError, islice, xrange(10), 'a')\r
775 self.assertRaises(ValueError, islice, xrange(10), 'a', 1)\r
776 self.assertRaises(ValueError, islice, xrange(10), 1, 'a')\r
777 self.assertRaises(ValueError, islice, xrange(10), 'a', 1, 1)\r
778 self.assertRaises(ValueError, islice, xrange(10), 1, 'a', 1)\r
779 self.assertEqual(len(list(islice(count(), 1, 10, maxsize))), 1)\r
780\r
781 # Issue #10323: Less islice in a predictable state\r
782 c = count()\r
783 self.assertEqual(list(islice(c, 1, 3, 50)), [1])\r
784 self.assertEqual(next(c), 3)\r
785\r
786 def test_takewhile(self):\r
787 data = [1, 3, 5, 20, 2, 4, 6, 8]\r
788 underten = lambda x: x<10\r
789 self.assertEqual(list(takewhile(underten, data)), [1, 3, 5])\r
790 self.assertEqual(list(takewhile(underten, [])), [])\r
791 self.assertRaises(TypeError, takewhile)\r
792 self.assertRaises(TypeError, takewhile, operator.pow)\r
793 self.assertRaises(TypeError, takewhile, operator.pow, [(4,5)], 'extra')\r
794 self.assertRaises(TypeError, takewhile(10, [(4,5)]).next)\r
795 self.assertRaises(ValueError, takewhile(errfunc, [(4,5)]).next)\r
796 t = takewhile(bool, [1, 1, 1, 0, 0, 0])\r
797 self.assertEqual(list(t), [1, 1, 1])\r
798 self.assertRaises(StopIteration, t.next)\r
799\r
800 def test_dropwhile(self):\r
801 data = [1, 3, 5, 20, 2, 4, 6, 8]\r
802 underten = lambda x: x<10\r
803 self.assertEqual(list(dropwhile(underten, data)), [20, 2, 4, 6, 8])\r
804 self.assertEqual(list(dropwhile(underten, [])), [])\r
805 self.assertRaises(TypeError, dropwhile)\r
806 self.assertRaises(TypeError, dropwhile, operator.pow)\r
807 self.assertRaises(TypeError, dropwhile, operator.pow, [(4,5)], 'extra')\r
808 self.assertRaises(TypeError, dropwhile(10, [(4,5)]).next)\r
809 self.assertRaises(ValueError, dropwhile(errfunc, [(4,5)]).next)\r
810\r
811 def test_tee(self):\r
812 n = 200\r
813 def irange(n):\r
814 for i in xrange(n):\r
815 yield i\r
816\r
817 a, b = tee([]) # test empty iterator\r
818 self.assertEqual(list(a), [])\r
819 self.assertEqual(list(b), [])\r
820\r
821 a, b = tee(irange(n)) # test 100% interleaved\r
822 self.assertEqual(zip(a,b), zip(range(n),range(n)))\r
823\r
824 a, b = tee(irange(n)) # test 0% interleaved\r
825 self.assertEqual(list(a), range(n))\r
826 self.assertEqual(list(b), range(n))\r
827\r
828 a, b = tee(irange(n)) # test dealloc of leading iterator\r
829 for i in xrange(100):\r
830 self.assertEqual(a.next(), i)\r
831 del a\r
832 self.assertEqual(list(b), range(n))\r
833\r
834 a, b = tee(irange(n)) # test dealloc of trailing iterator\r
835 for i in xrange(100):\r
836 self.assertEqual(a.next(), i)\r
837 del b\r
838 self.assertEqual(list(a), range(100, n))\r
839\r
840 for j in xrange(5): # test randomly interleaved\r
841 order = [0]*n + [1]*n\r
842 random.shuffle(order)\r
843 lists = ([], [])\r
844 its = tee(irange(n))\r
845 for i in order:\r
846 value = its[i].next()\r
847 lists[i].append(value)\r
848 self.assertEqual(lists[0], range(n))\r
849 self.assertEqual(lists[1], range(n))\r
850\r
851 # test argument format checking\r
852 self.assertRaises(TypeError, tee)\r
853 self.assertRaises(TypeError, tee, 3)\r
854 self.assertRaises(TypeError, tee, [1,2], 'x')\r
855 self.assertRaises(TypeError, tee, [1,2], 3, 'x')\r
856\r
857 # tee object should be instantiable\r
858 a, b = tee('abc')\r
859 c = type(a)('def')\r
860 self.assertEqual(list(c), list('def'))\r
861\r
862 # test long-lagged and multi-way split\r
863 a, b, c = tee(xrange(2000), 3)\r
864 for i in xrange(100):\r
865 self.assertEqual(a.next(), i)\r
866 self.assertEqual(list(b), range(2000))\r
867 self.assertEqual([c.next(), c.next()], range(2))\r
868 self.assertEqual(list(a), range(100,2000))\r
869 self.assertEqual(list(c), range(2,2000))\r
870\r
871 # test values of n\r
872 self.assertRaises(TypeError, tee, 'abc', 'invalid')\r
873 self.assertRaises(ValueError, tee, [], -1)\r
874 for n in xrange(5):\r
875 result = tee('abc', n)\r
876 self.assertEqual(type(result), tuple)\r
877 self.assertEqual(len(result), n)\r
878 self.assertEqual(map(list, result), [list('abc')]*n)\r
879\r
880 # tee pass-through to copyable iterator\r
881 a, b = tee('abc')\r
882 c, d = tee(a)\r
883 self.assertTrue(a is c)\r
884\r
885 # test tee_new\r
886 t1, t2 = tee('abc')\r
887 tnew = type(t1)\r
888 self.assertRaises(TypeError, tnew)\r
889 self.assertRaises(TypeError, tnew, 10)\r
890 t3 = tnew(t1)\r
891 self.assertTrue(list(t1) == list(t2) == list(t3) == list('abc'))\r
892\r
893 # test that tee objects are weak referencable\r
894 a, b = tee(xrange(10))\r
895 p = proxy(a)\r
896 self.assertEqual(getattr(p, '__class__'), type(b))\r
897 del a\r
898 self.assertRaises(ReferenceError, getattr, p, '__class__')\r
899\r
900 def test_StopIteration(self):\r
901 self.assertRaises(StopIteration, izip().next)\r
902\r
903 for f in (chain, cycle, izip, groupby):\r
904 self.assertRaises(StopIteration, f([]).next)\r
905 self.assertRaises(StopIteration, f(StopNow()).next)\r
906\r
907 self.assertRaises(StopIteration, islice([], None).next)\r
908 self.assertRaises(StopIteration, islice(StopNow(), None).next)\r
909\r
910 p, q = tee([])\r
911 self.assertRaises(StopIteration, p.next)\r
912 self.assertRaises(StopIteration, q.next)\r
913 p, q = tee(StopNow())\r
914 self.assertRaises(StopIteration, p.next)\r
915 self.assertRaises(StopIteration, q.next)\r
916\r
917 self.assertRaises(StopIteration, repeat(None, 0).next)\r
918\r
919 for f in (ifilter, ifilterfalse, imap, takewhile, dropwhile, starmap):\r
920 self.assertRaises(StopIteration, f(lambda x:x, []).next)\r
921 self.assertRaises(StopIteration, f(lambda x:x, StopNow()).next)\r
922\r
923class TestExamples(unittest.TestCase):\r
924\r
925 def test_chain(self):\r
926 self.assertEqual(''.join(chain('ABC', 'DEF')), 'ABCDEF')\r
927\r
928 def test_chain_from_iterable(self):\r
929 self.assertEqual(''.join(chain.from_iterable(['ABC', 'DEF'])), 'ABCDEF')\r
930\r
931 def test_combinations(self):\r
932 self.assertEqual(list(combinations('ABCD', 2)),\r
933 [('A','B'), ('A','C'), ('A','D'), ('B','C'), ('B','D'), ('C','D')])\r
934 self.assertEqual(list(combinations(range(4), 3)),\r
935 [(0,1,2), (0,1,3), (0,2,3), (1,2,3)])\r
936\r
937 def test_combinations_with_replacement(self):\r
938 self.assertEqual(list(combinations_with_replacement('ABC', 2)),\r
939 [('A','A'), ('A','B'), ('A','C'), ('B','B'), ('B','C'), ('C','C')])\r
940\r
941 def test_compress(self):\r
942 self.assertEqual(list(compress('ABCDEF', [1,0,1,0,1,1])), list('ACEF'))\r
943\r
944 def test_count(self):\r
945 self.assertEqual(list(islice(count(10), 5)), [10, 11, 12, 13, 14])\r
946\r
947 def test_cycle(self):\r
948 self.assertEqual(list(islice(cycle('ABCD'), 12)), list('ABCDABCDABCD'))\r
949\r
950 def test_dropwhile(self):\r
951 self.assertEqual(list(dropwhile(lambda x: x<5, [1,4,6,4,1])), [6,4,1])\r
952\r
953 def test_groupby(self):\r
954 self.assertEqual([k for k, g in groupby('AAAABBBCCDAABBB')],\r
955 list('ABCDAB'))\r
956 self.assertEqual([(list(g)) for k, g in groupby('AAAABBBCCD')],\r
957 [list('AAAA'), list('BBB'), list('CC'), list('D')])\r
958\r
959 def test_ifilter(self):\r
960 self.assertEqual(list(ifilter(lambda x: x%2, range(10))), [1,3,5,7,9])\r
961\r
962 def test_ifilterfalse(self):\r
963 self.assertEqual(list(ifilterfalse(lambda x: x%2, range(10))), [0,2,4,6,8])\r
964\r
965 def test_imap(self):\r
966 self.assertEqual(list(imap(pow, (2,3,10), (5,2,3))), [32, 9, 1000])\r
967\r
968 def test_islice(self):\r
969 self.assertEqual(list(islice('ABCDEFG', 2)), list('AB'))\r
970 self.assertEqual(list(islice('ABCDEFG', 2, 4)), list('CD'))\r
971 self.assertEqual(list(islice('ABCDEFG', 2, None)), list('CDEFG'))\r
972 self.assertEqual(list(islice('ABCDEFG', 0, None, 2)), list('ACEG'))\r
973\r
974 def test_izip(self):\r
975 self.assertEqual(list(izip('ABCD', 'xy')), [('A', 'x'), ('B', 'y')])\r
976\r
977 def test_izip_longest(self):\r
978 self.assertEqual(list(izip_longest('ABCD', 'xy', fillvalue='-')),\r
979 [('A', 'x'), ('B', 'y'), ('C', '-'), ('D', '-')])\r
980\r
981 def test_permutations(self):\r
982 self.assertEqual(list(permutations('ABCD', 2)),\r
983 map(tuple, 'AB AC AD BA BC BD CA CB CD DA DB DC'.split()))\r
984 self.assertEqual(list(permutations(range(3))),\r
985 [(0,1,2), (0,2,1), (1,0,2), (1,2,0), (2,0,1), (2,1,0)])\r
986\r
987 def test_product(self):\r
988 self.assertEqual(list(product('ABCD', 'xy')),\r
989 map(tuple, 'Ax Ay Bx By Cx Cy Dx Dy'.split()))\r
990 self.assertEqual(list(product(range(2), repeat=3)),\r
991 [(0,0,0), (0,0,1), (0,1,0), (0,1,1),\r
992 (1,0,0), (1,0,1), (1,1,0), (1,1,1)])\r
993\r
994 def test_repeat(self):\r
995 self.assertEqual(list(repeat(10, 3)), [10, 10, 10])\r
996\r
997 def test_stapmap(self):\r
998 self.assertEqual(list(starmap(pow, [(2,5), (3,2), (10,3)])),\r
999 [32, 9, 1000])\r
1000\r
1001 def test_takewhile(self):\r
1002 self.assertEqual(list(takewhile(lambda x: x<5, [1,4,6,4,1])), [1,4])\r
1003\r
1004\r
1005class TestGC(unittest.TestCase):\r
1006\r
1007 def makecycle(self, iterator, container):\r
1008 container.append(iterator)\r
1009 iterator.next()\r
1010 del container, iterator\r
1011\r
1012 def test_chain(self):\r
1013 a = []\r
1014 self.makecycle(chain(a), a)\r
1015\r
1016 def test_chain_from_iterable(self):\r
1017 a = []\r
1018 self.makecycle(chain.from_iterable([a]), a)\r
1019\r
1020 def test_combinations(self):\r
1021 a = []\r
1022 self.makecycle(combinations([1,2,a,3], 3), a)\r
1023\r
1024 def test_combinations_with_replacement(self):\r
1025 a = []\r
1026 self.makecycle(combinations_with_replacement([1,2,a,3], 3), a)\r
1027\r
1028 def test_compress(self):\r
1029 a = []\r
1030 self.makecycle(compress('ABCDEF', [1,0,1,0,1,0]), a)\r
1031\r
1032 def test_count(self):\r
1033 a = []\r
1034 Int = type('Int', (int,), dict(x=a))\r
1035 self.makecycle(count(Int(0), Int(1)), a)\r
1036\r
1037 def test_cycle(self):\r
1038 a = []\r
1039 self.makecycle(cycle([a]*2), a)\r
1040\r
1041 def test_dropwhile(self):\r
1042 a = []\r
1043 self.makecycle(dropwhile(bool, [0, a, a]), a)\r
1044\r
1045 def test_groupby(self):\r
1046 a = []\r
1047 self.makecycle(groupby([a]*2, lambda x:x), a)\r
1048\r
1049 def test_issue2246(self):\r
1050 # Issue 2246 -- the _grouper iterator was not included in GC\r
1051 n = 10\r
1052 keyfunc = lambda x: x\r
1053 for i, j in groupby(xrange(n), key=keyfunc):\r
1054 keyfunc.__dict__.setdefault('x',[]).append(j)\r
1055\r
1056 def test_ifilter(self):\r
1057 a = []\r
1058 self.makecycle(ifilter(lambda x:True, [a]*2), a)\r
1059\r
1060 def test_ifilterfalse(self):\r
1061 a = []\r
1062 self.makecycle(ifilterfalse(lambda x:False, a), a)\r
1063\r
1064 def test_izip(self):\r
1065 a = []\r
1066 self.makecycle(izip([a]*2, [a]*3), a)\r
1067\r
1068 def test_izip_longest(self):\r
1069 a = []\r
1070 self.makecycle(izip_longest([a]*2, [a]*3), a)\r
1071 b = [a, None]\r
1072 self.makecycle(izip_longest([a]*2, [a]*3, fillvalue=b), a)\r
1073\r
1074 def test_imap(self):\r
1075 a = []\r
1076 self.makecycle(imap(lambda x:x, [a]*2), a)\r
1077\r
1078 def test_islice(self):\r
1079 a = []\r
1080 self.makecycle(islice([a]*2, None), a)\r
1081\r
1082 def test_permutations(self):\r
1083 a = []\r
1084 self.makecycle(permutations([1,2,a,3], 3), a)\r
1085\r
1086 def test_product(self):\r
1087 a = []\r
1088 self.makecycle(product([1,2,a,3], repeat=3), a)\r
1089\r
1090 def test_repeat(self):\r
1091 a = []\r
1092 self.makecycle(repeat(a), a)\r
1093\r
1094 def test_starmap(self):\r
1095 a = []\r
1096 self.makecycle(starmap(lambda *t: t, [(a,a)]*2), a)\r
1097\r
1098 def test_takewhile(self):\r
1099 a = []\r
1100 self.makecycle(takewhile(bool, [1, 0, a, a]), a)\r
1101\r
1102def R(seqn):\r
1103 'Regular generator'\r
1104 for i in seqn:\r
1105 yield i\r
1106\r
1107class G:\r
1108 'Sequence using __getitem__'\r
1109 def __init__(self, seqn):\r
1110 self.seqn = seqn\r
1111 def __getitem__(self, i):\r
1112 return self.seqn[i]\r
1113\r
1114class I:\r
1115 'Sequence using iterator protocol'\r
1116 def __init__(self, seqn):\r
1117 self.seqn = seqn\r
1118 self.i = 0\r
1119 def __iter__(self):\r
1120 return self\r
1121 def next(self):\r
1122 if self.i >= len(self.seqn): raise StopIteration\r
1123 v = self.seqn[self.i]\r
1124 self.i += 1\r
1125 return v\r
1126\r
1127class Ig:\r
1128 'Sequence using iterator protocol defined with a generator'\r
1129 def __init__(self, seqn):\r
1130 self.seqn = seqn\r
1131 self.i = 0\r
1132 def __iter__(self):\r
1133 for val in self.seqn:\r
1134 yield val\r
1135\r
1136class X:\r
1137 'Missing __getitem__ and __iter__'\r
1138 def __init__(self, seqn):\r
1139 self.seqn = seqn\r
1140 self.i = 0\r
1141 def next(self):\r
1142 if self.i >= len(self.seqn): raise StopIteration\r
1143 v = self.seqn[self.i]\r
1144 self.i += 1\r
1145 return v\r
1146\r
1147class N:\r
1148 'Iterator missing next()'\r
1149 def __init__(self, seqn):\r
1150 self.seqn = seqn\r
1151 self.i = 0\r
1152 def __iter__(self):\r
1153 return self\r
1154\r
1155class E:\r
1156 'Test propagation of exceptions'\r
1157 def __init__(self, seqn):\r
1158 self.seqn = seqn\r
1159 self.i = 0\r
1160 def __iter__(self):\r
1161 return self\r
1162 def next(self):\r
1163 3 // 0\r
1164\r
1165class S:\r
1166 'Test immediate stop'\r
1167 def __init__(self, seqn):\r
1168 pass\r
1169 def __iter__(self):\r
1170 return self\r
1171 def next(self):\r
1172 raise StopIteration\r
1173\r
1174def L(seqn):\r
1175 'Test multiple tiers of iterators'\r
1176 return chain(imap(lambda x:x, R(Ig(G(seqn)))))\r
1177\r
1178\r
1179class TestVariousIteratorArgs(unittest.TestCase):\r
1180\r
1181 def test_chain(self):\r
1182 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1183 for g in (G, I, Ig, S, L, R):\r
1184 self.assertEqual(list(chain(g(s))), list(g(s)))\r
1185 self.assertEqual(list(chain(g(s), g(s))), list(g(s))+list(g(s)))\r
1186 self.assertRaises(TypeError, list, chain(X(s)))\r
1187 self.assertRaises(TypeError, list, chain(N(s)))\r
1188 self.assertRaises(ZeroDivisionError, list, chain(E(s)))\r
1189\r
1190 def test_compress(self):\r
1191 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1192 n = len(s)\r
1193 for g in (G, I, Ig, S, L, R):\r
1194 self.assertEqual(list(compress(g(s), repeat(1))), list(g(s)))\r
1195 self.assertRaises(TypeError, compress, X(s), repeat(1))\r
1196 self.assertRaises(TypeError, list, compress(N(s), repeat(1)))\r
1197 self.assertRaises(ZeroDivisionError, list, compress(E(s), repeat(1)))\r
1198\r
1199 def test_product(self):\r
1200 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1201 self.assertRaises(TypeError, product, X(s))\r
1202 self.assertRaises(TypeError, product, N(s))\r
1203 self.assertRaises(ZeroDivisionError, product, E(s))\r
1204\r
1205 def test_cycle(self):\r
1206 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1207 for g in (G, I, Ig, S, L, R):\r
1208 tgtlen = len(s) * 3\r
1209 expected = list(g(s))*3\r
1210 actual = list(islice(cycle(g(s)), tgtlen))\r
1211 self.assertEqual(actual, expected)\r
1212 self.assertRaises(TypeError, cycle, X(s))\r
1213 self.assertRaises(TypeError, list, cycle(N(s)))\r
1214 self.assertRaises(ZeroDivisionError, list, cycle(E(s)))\r
1215\r
1216 def test_groupby(self):\r
1217 for s in (range(10), range(0), range(1000), (7,11), xrange(2000,2200,5)):\r
1218 for g in (G, I, Ig, S, L, R):\r
1219 self.assertEqual([k for k, sb in groupby(g(s))], list(g(s)))\r
1220 self.assertRaises(TypeError, groupby, X(s))\r
1221 self.assertRaises(TypeError, list, groupby(N(s)))\r
1222 self.assertRaises(ZeroDivisionError, list, groupby(E(s)))\r
1223\r
1224 def test_ifilter(self):\r
1225 for s in (range(10), range(0), range(1000), (7,11), xrange(2000,2200,5)):\r
1226 for g in (G, I, Ig, S, L, R):\r
1227 self.assertEqual(list(ifilter(isEven, g(s))), filter(isEven, g(s)))\r
1228 self.assertRaises(TypeError, ifilter, isEven, X(s))\r
1229 self.assertRaises(TypeError, list, ifilter(isEven, N(s)))\r
1230 self.assertRaises(ZeroDivisionError, list, ifilter(isEven, E(s)))\r
1231\r
1232 def test_ifilterfalse(self):\r
1233 for s in (range(10), range(0), range(1000), (7,11), xrange(2000,2200,5)):\r
1234 for g in (G, I, Ig, S, L, R):\r
1235 self.assertEqual(list(ifilterfalse(isEven, g(s))), filter(isOdd, g(s)))\r
1236 self.assertRaises(TypeError, ifilterfalse, isEven, X(s))\r
1237 self.assertRaises(TypeError, list, ifilterfalse(isEven, N(s)))\r
1238 self.assertRaises(ZeroDivisionError, list, ifilterfalse(isEven, E(s)))\r
1239\r
1240 def test_izip(self):\r
1241 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1242 for g in (G, I, Ig, S, L, R):\r
1243 self.assertEqual(list(izip(g(s))), zip(g(s)))\r
1244 self.assertEqual(list(izip(g(s), g(s))), zip(g(s), g(s)))\r
1245 self.assertRaises(TypeError, izip, X(s))\r
1246 self.assertRaises(TypeError, list, izip(N(s)))\r
1247 self.assertRaises(ZeroDivisionError, list, izip(E(s)))\r
1248\r
1249 def test_iziplongest(self):\r
1250 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1251 for g in (G, I, Ig, S, L, R):\r
1252 self.assertEqual(list(izip_longest(g(s))), zip(g(s)))\r
1253 self.assertEqual(list(izip_longest(g(s), g(s))), zip(g(s), g(s)))\r
1254 self.assertRaises(TypeError, izip_longest, X(s))\r
1255 self.assertRaises(TypeError, list, izip_longest(N(s)))\r
1256 self.assertRaises(ZeroDivisionError, list, izip_longest(E(s)))\r
1257\r
1258 def test_imap(self):\r
1259 for s in (range(10), range(0), range(100), (7,11), xrange(20,50,5)):\r
1260 for g in (G, I, Ig, S, L, R):\r
1261 self.assertEqual(list(imap(onearg, g(s))), map(onearg, g(s)))\r
1262 self.assertEqual(list(imap(operator.pow, g(s), g(s))), map(operator.pow, g(s), g(s)))\r
1263 self.assertRaises(TypeError, imap, onearg, X(s))\r
1264 self.assertRaises(TypeError, list, imap(onearg, N(s)))\r
1265 self.assertRaises(ZeroDivisionError, list, imap(onearg, E(s)))\r
1266\r
1267 def test_islice(self):\r
1268 for s in ("12345", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1269 for g in (G, I, Ig, S, L, R):\r
1270 self.assertEqual(list(islice(g(s),1,None,2)), list(g(s))[1::2])\r
1271 self.assertRaises(TypeError, islice, X(s), 10)\r
1272 self.assertRaises(TypeError, list, islice(N(s), 10))\r
1273 self.assertRaises(ZeroDivisionError, list, islice(E(s), 10))\r
1274\r
1275 def test_starmap(self):\r
1276 for s in (range(10), range(0), range(100), (7,11), xrange(20,50,5)):\r
1277 for g in (G, I, Ig, S, L, R):\r
1278 ss = zip(s, s)\r
1279 self.assertEqual(list(starmap(operator.pow, g(ss))), map(operator.pow, g(s), g(s)))\r
1280 self.assertRaises(TypeError, starmap, operator.pow, X(ss))\r
1281 self.assertRaises(TypeError, list, starmap(operator.pow, N(ss)))\r
1282 self.assertRaises(ZeroDivisionError, list, starmap(operator.pow, E(ss)))\r
1283\r
1284 def test_takewhile(self):\r
1285 for s in (range(10), range(0), range(1000), (7,11), xrange(2000,2200,5)):\r
1286 for g in (G, I, Ig, S, L, R):\r
1287 tgt = []\r
1288 for elem in g(s):\r
1289 if not isEven(elem): break\r
1290 tgt.append(elem)\r
1291 self.assertEqual(list(takewhile(isEven, g(s))), tgt)\r
1292 self.assertRaises(TypeError, takewhile, isEven, X(s))\r
1293 self.assertRaises(TypeError, list, takewhile(isEven, N(s)))\r
1294 self.assertRaises(ZeroDivisionError, list, takewhile(isEven, E(s)))\r
1295\r
1296 def test_dropwhile(self):\r
1297 for s in (range(10), range(0), range(1000), (7,11), xrange(2000,2200,5)):\r
1298 for g in (G, I, Ig, S, L, R):\r
1299 tgt = []\r
1300 for elem in g(s):\r
1301 if not tgt and isOdd(elem): continue\r
1302 tgt.append(elem)\r
1303 self.assertEqual(list(dropwhile(isOdd, g(s))), tgt)\r
1304 self.assertRaises(TypeError, dropwhile, isOdd, X(s))\r
1305 self.assertRaises(TypeError, list, dropwhile(isOdd, N(s)))\r
1306 self.assertRaises(ZeroDivisionError, list, dropwhile(isOdd, E(s)))\r
1307\r
1308 def test_tee(self):\r
1309 for s in ("123", "", range(1000), ('do', 1.2), xrange(2000,2200,5)):\r
1310 for g in (G, I, Ig, S, L, R):\r
1311 it1, it2 = tee(g(s))\r
1312 self.assertEqual(list(it1), list(g(s)))\r
1313 self.assertEqual(list(it2), list(g(s)))\r
1314 self.assertRaises(TypeError, tee, X(s))\r
1315 self.assertRaises(TypeError, list, tee(N(s))[0])\r
1316 self.assertRaises(ZeroDivisionError, list, tee(E(s))[0])\r
1317\r
1318class LengthTransparency(unittest.TestCase):\r
1319\r
1320 def test_repeat(self):\r
1321 from test.test_iterlen import len\r
1322 self.assertEqual(len(repeat(None, 50)), 50)\r
1323 self.assertRaises(TypeError, len, repeat(None))\r
1324\r
1325class RegressionTests(unittest.TestCase):\r
1326\r
1327 def test_sf_793826(self):\r
1328 # Fix Armin Rigo's successful efforts to wreak havoc\r
1329\r
1330 def mutatingtuple(tuple1, f, tuple2):\r
1331 # this builds a tuple t which is a copy of tuple1,\r
1332 # then calls f(t), then mutates t to be equal to tuple2\r
1333 # (needs len(tuple1) == len(tuple2)).\r
1334 def g(value, first=[1]):\r
1335 if first:\r
1336 del first[:]\r
1337 f(z.next())\r
1338 return value\r
1339 items = list(tuple2)\r
1340 items[1:1] = list(tuple1)\r
1341 gen = imap(g, items)\r
1342 z = izip(*[gen]*len(tuple1))\r
1343 z.next()\r
1344\r
1345 def f(t):\r
1346 global T\r
1347 T = t\r
1348 first[:] = list(T)\r
1349\r
1350 first = []\r
1351 mutatingtuple((1,2,3), f, (4,5,6))\r
1352 second = list(T)\r
1353 self.assertEqual(first, second)\r
1354\r
1355\r
1356 def test_sf_950057(self):\r
1357 # Make sure that chain() and cycle() catch exceptions immediately\r
1358 # rather than when shifting between input sources\r
1359\r
1360 def gen1():\r
1361 hist.append(0)\r
1362 yield 1\r
1363 hist.append(1)\r
1364 raise AssertionError\r
1365 hist.append(2)\r
1366\r
1367 def gen2(x):\r
1368 hist.append(3)\r
1369 yield 2\r
1370 hist.append(4)\r
1371 if x:\r
1372 raise StopIteration\r
1373\r
1374 hist = []\r
1375 self.assertRaises(AssertionError, list, chain(gen1(), gen2(False)))\r
1376 self.assertEqual(hist, [0,1])\r
1377\r
1378 hist = []\r
1379 self.assertRaises(AssertionError, list, chain(gen1(), gen2(True)))\r
1380 self.assertEqual(hist, [0,1])\r
1381\r
1382 hist = []\r
1383 self.assertRaises(AssertionError, list, cycle(gen1()))\r
1384 self.assertEqual(hist, [0,1])\r
1385\r
1386class SubclassWithKwargsTest(unittest.TestCase):\r
1387 def test_keywords_in_subclass(self):\r
1388 # count is not subclassable...\r
1389 for cls in (repeat, izip, ifilter, ifilterfalse, chain, imap,\r
1390 starmap, islice, takewhile, dropwhile, cycle, compress):\r
1391 class Subclass(cls):\r
1392 def __init__(self, newarg=None, *args):\r
1393 cls.__init__(self, *args)\r
1394 try:\r
1395 Subclass(newarg=1)\r
1396 except TypeError, err:\r
1397 # we expect type errors because of wrong argument count\r
1398 self.assertNotIn("does not take keyword arguments", err.args[0])\r
1399\r
1400\r
1401libreftest = """ Doctest for examples in the library reference: libitertools.tex\r
1402\r
1403\r
1404>>> amounts = [120.15, 764.05, 823.14]\r
1405>>> for checknum, amount in izip(count(1200), amounts):\r
1406... print 'Check %d is for $%.2f' % (checknum, amount)\r
1407...\r
1408Check 1200 is for $120.15\r
1409Check 1201 is for $764.05\r
1410Check 1202 is for $823.14\r
1411\r
1412>>> import operator\r
1413>>> for cube in imap(operator.pow, xrange(1,4), repeat(3)):\r
1414... print cube\r
1415...\r
14161\r
14178\r
141827\r
1419\r
1420>>> reportlines = ['EuroPython', 'Roster', '', 'alex', '', 'laura', '', 'martin', '', 'walter', '', 'samuele']\r
1421>>> for name in islice(reportlines, 3, None, 2):\r
1422... print name.title()\r
1423...\r
1424Alex\r
1425Laura\r
1426Martin\r
1427Walter\r
1428Samuele\r
1429\r
1430>>> from operator import itemgetter\r
1431>>> d = dict(a=1, b=2, c=1, d=2, e=1, f=2, g=3)\r
1432>>> di = sorted(sorted(d.iteritems()), key=itemgetter(1))\r
1433>>> for k, g in groupby(di, itemgetter(1)):\r
1434... print k, map(itemgetter(0), g)\r
1435...\r
14361 ['a', 'c', 'e']\r
14372 ['b', 'd', 'f']\r
14383 ['g']\r
1439\r
1440# Find runs of consecutive numbers using groupby. The key to the solution\r
1441# is differencing with a range so that consecutive numbers all appear in\r
1442# same group.\r
1443>>> data = [ 1, 4,5,6, 10, 15,16,17,18, 22, 25,26,27,28]\r
1444>>> for k, g in groupby(enumerate(data), lambda t:t[0]-t[1]):\r
1445... print map(operator.itemgetter(1), g)\r
1446...\r
1447[1]\r
1448[4, 5, 6]\r
1449[10]\r
1450[15, 16, 17, 18]\r
1451[22]\r
1452[25, 26, 27, 28]\r
1453\r
1454>>> def take(n, iterable):\r
1455... "Return first n items of the iterable as a list"\r
1456... return list(islice(iterable, n))\r
1457\r
1458>>> def enumerate(iterable, start=0):\r
1459... return izip(count(start), iterable)\r
1460\r
1461>>> def tabulate(function, start=0):\r
1462... "Return function(0), function(1), ..."\r
1463... return imap(function, count(start))\r
1464\r
1465>>> def nth(iterable, n, default=None):\r
1466... "Returns the nth item or a default value"\r
1467... return next(islice(iterable, n, None), default)\r
1468\r
1469>>> def quantify(iterable, pred=bool):\r
1470... "Count how many times the predicate is true"\r
1471... return sum(imap(pred, iterable))\r
1472\r
1473>>> def padnone(iterable):\r
1474... "Returns the sequence elements and then returns None indefinitely"\r
1475... return chain(iterable, repeat(None))\r
1476\r
1477>>> def ncycles(iterable, n):\r
1478... "Returns the sequence elements n times"\r
1479... return chain(*repeat(iterable, n))\r
1480\r
1481>>> def dotproduct(vec1, vec2):\r
1482... return sum(imap(operator.mul, vec1, vec2))\r
1483\r
1484>>> def flatten(listOfLists):\r
1485... return list(chain.from_iterable(listOfLists))\r
1486\r
1487>>> def repeatfunc(func, times=None, *args):\r
1488... "Repeat calls to func with specified arguments."\r
1489... " Example: repeatfunc(random.random)"\r
1490... if times is None:\r
1491... return starmap(func, repeat(args))\r
1492... else:\r
1493... return starmap(func, repeat(args, times))\r
1494\r
1495>>> def pairwise(iterable):\r
1496... "s -> (s0,s1), (s1,s2), (s2, s3), ..."\r
1497... a, b = tee(iterable)\r
1498... for elem in b:\r
1499... break\r
1500... return izip(a, b)\r
1501\r
1502>>> def grouper(n, iterable, fillvalue=None):\r
1503... "grouper(3, 'ABCDEFG', 'x') --> ABC DEF Gxx"\r
1504... args = [iter(iterable)] * n\r
1505... return izip_longest(fillvalue=fillvalue, *args)\r
1506\r
1507>>> def roundrobin(*iterables):\r
1508... "roundrobin('ABC', 'D', 'EF') --> A D E B F C"\r
1509... # Recipe credited to George Sakkis\r
1510... pending = len(iterables)\r
1511... nexts = cycle(iter(it).next for it in iterables)\r
1512... while pending:\r
1513... try:\r
1514... for next in nexts:\r
1515... yield next()\r
1516... except StopIteration:\r
1517... pending -= 1\r
1518... nexts = cycle(islice(nexts, pending))\r
1519\r
1520>>> def powerset(iterable):\r
1521... "powerset([1,2,3]) --> () (1,) (2,) (3,) (1,2) (1,3) (2,3) (1,2,3)"\r
1522... s = list(iterable)\r
1523... return chain.from_iterable(combinations(s, r) for r in range(len(s)+1))\r
1524\r
1525>>> def unique_everseen(iterable, key=None):\r
1526... "List unique elements, preserving order. Remember all elements ever seen."\r
1527... # unique_everseen('AAAABBBCCDAABBB') --> A B C D\r
1528... # unique_everseen('ABBCcAD', str.lower) --> A B C D\r
1529... seen = set()\r
1530... seen_add = seen.add\r
1531... if key is None:\r
1532... for element in iterable:\r
1533... if element not in seen:\r
1534... seen_add(element)\r
1535... yield element\r
1536... else:\r
1537... for element in iterable:\r
1538... k = key(element)\r
1539... if k not in seen:\r
1540... seen_add(k)\r
1541... yield element\r
1542\r
1543>>> def unique_justseen(iterable, key=None):\r
1544... "List unique elements, preserving order. Remember only the element just seen."\r
1545... # unique_justseen('AAAABBBCCDAABBB') --> A B C D A B\r
1546... # unique_justseen('ABBCcAD', str.lower) --> A B C A D\r
1547... return imap(next, imap(itemgetter(1), groupby(iterable, key)))\r
1548\r
1549This is not part of the examples but it tests to make sure the definitions\r
1550perform as purported.\r
1551\r
1552>>> take(10, count())\r
1553[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\r
1554\r
1555>>> list(enumerate('abc'))\r
1556[(0, 'a'), (1, 'b'), (2, 'c')]\r
1557\r
1558>>> list(islice(tabulate(lambda x: 2*x), 4))\r
1559[0, 2, 4, 6]\r
1560\r
1561>>> nth('abcde', 3)\r
1562'd'\r
1563\r
1564>>> nth('abcde', 9) is None\r
1565True\r
1566\r
1567>>> quantify(xrange(99), lambda x: x%2==0)\r
156850\r
1569\r
1570>>> a = [[1, 2, 3], [4, 5, 6]]\r
1571>>> flatten(a)\r
1572[1, 2, 3, 4, 5, 6]\r
1573\r
1574>>> list(repeatfunc(pow, 5, 2, 3))\r
1575[8, 8, 8, 8, 8]\r
1576\r
1577>>> import random\r
1578>>> take(5, imap(int, repeatfunc(random.random)))\r
1579[0, 0, 0, 0, 0]\r
1580\r
1581>>> list(pairwise('abcd'))\r
1582[('a', 'b'), ('b', 'c'), ('c', 'd')]\r
1583\r
1584>>> list(pairwise([]))\r
1585[]\r
1586\r
1587>>> list(pairwise('a'))\r
1588[]\r
1589\r
1590>>> list(islice(padnone('abc'), 0, 6))\r
1591['a', 'b', 'c', None, None, None]\r
1592\r
1593>>> list(ncycles('abc', 3))\r
1594['a', 'b', 'c', 'a', 'b', 'c', 'a', 'b', 'c']\r
1595\r
1596>>> dotproduct([1,2,3], [4,5,6])\r
159732\r
1598\r
1599>>> list(grouper(3, 'abcdefg', 'x'))\r
1600[('a', 'b', 'c'), ('d', 'e', 'f'), ('g', 'x', 'x')]\r
1601\r
1602>>> list(roundrobin('abc', 'd', 'ef'))\r
1603['a', 'd', 'e', 'b', 'f', 'c']\r
1604\r
1605>>> list(powerset([1,2,3]))\r
1606[(), (1,), (2,), (3,), (1, 2), (1, 3), (2, 3), (1, 2, 3)]\r
1607\r
1608>>> all(len(list(powerset(range(n)))) == 2**n for n in range(18))\r
1609True\r
1610\r
1611>>> list(powerset('abcde')) == sorted(sorted(set(powerset('abcde'))), key=len)\r
1612True\r
1613\r
1614>>> list(unique_everseen('AAAABBBCCDAABBB'))\r
1615['A', 'B', 'C', 'D']\r
1616\r
1617>>> list(unique_everseen('ABBCcAD', str.lower))\r
1618['A', 'B', 'C', 'D']\r
1619\r
1620>>> list(unique_justseen('AAAABBBCCDAABBB'))\r
1621['A', 'B', 'C', 'D', 'A', 'B']\r
1622\r
1623>>> list(unique_justseen('ABBCcAD', str.lower))\r
1624['A', 'B', 'C', 'A', 'D']\r
1625\r
1626"""\r
1627\r
1628__test__ = {'libreftest' : libreftest}\r
1629\r
1630def test_main(verbose=None):\r
1631 test_classes = (TestBasicOps, TestVariousIteratorArgs, TestGC,\r
1632 RegressionTests, LengthTransparency,\r
1633 SubclassWithKwargsTest, TestExamples)\r
1634 test_support.run_unittest(*test_classes)\r
1635\r
1636 # verify reference counting\r
1637 if verbose and hasattr(sys, "gettotalrefcount"):\r
1638 import gc\r
1639 counts = [None] * 5\r
1640 for i in xrange(len(counts)):\r
1641 test_support.run_unittest(*test_classes)\r
1642 gc.collect()\r
1643 counts[i] = sys.gettotalrefcount()\r
1644 print counts\r
1645\r
1646 # doctest the examples in the library reference\r
1647 test_support.run_doctest(sys.modules[__name__], verbose)\r
1648\r
1649if __name__ == "__main__":\r
1650 test_main(verbose=True)\r