1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761
|
import doctest
import textwrap
import traceback
import types
import unittest
from test.support import BrokenIter
doctests = """
########### Tests borrowed from or inspired by test_genexps.py ############
Test simple loop with conditional
>>> sum([i*i for i in range(100) if i&1 == 1])
166650
Test simple nesting
>>> [(i,j) for i in range(3) for j in range(4)]
[(0, 0), (0, 1), (0, 2), (0, 3), (1, 0), (1, 1), (1, 2), (1, 3), (2, 0), (2, 1), (2, 2), (2, 3)]
Test nesting with the inner expression dependent on the outer
>>> [(i,j) for i in range(4) for j in range(i)]
[(1, 0), (2, 0), (2, 1), (3, 0), (3, 1), (3, 2)]
Test the idiom for temporary variable assignment in comprehensions.
>>> [j*j for i in range(4) for j in [i+1]]
[1, 4, 9, 16]
>>> [j*k for i in range(4) for j in [i+1] for k in [j+1]]
[2, 6, 12, 20]
>>> [j*k for i in range(4) for j, k in [(i+1, i+2)]]
[2, 6, 12, 20]
Not assignment
>>> [i*i for i in [*range(4)]]
[0, 1, 4, 9]
>>> [i*i for i in (*range(4),)]
[0, 1, 4, 9]
Make sure the induction variable is not exposed
>>> i = 20
>>> sum([i*i for i in range(100)])
328350
>>> i
20
Verify that syntax error's are raised for listcomps used as lvalues
>>> [y for y in (1,2)] = 10 # doctest: +IGNORE_EXCEPTION_DETAIL
Traceback (most recent call last):
...
SyntaxError: ...
>>> [y for y in (1,2)] += 10 # doctest: +IGNORE_EXCEPTION_DETAIL
Traceback (most recent call last):
...
SyntaxError: ...
########### Tests borrowed from or inspired by test_generators.py ############
Make a nested list comprehension that acts like range()
>>> def frange(n):
... return [i for i in range(n)]
>>> frange(10)
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
Same again, only as a lambda expression instead of a function definition
>>> lrange = lambda n: [i for i in range(n)]
>>> lrange(10)
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
Generators can call other generators:
>>> def grange(n):
... for x in [i for i in range(n)]:
... yield x
>>> list(grange(5))
[0, 1, 2, 3, 4]
Make sure that None is a valid return value
>>> [None for i in range(10)]
[None, None, None, None, None, None, None, None, None, None]
"""
class ListComprehensionTest(unittest.TestCase):
def _check_in_scopes(self, code, outputs=None, ns=None, scopes=None, raises=(),
exec_func=exec):
code = textwrap.dedent(code)
scopes = scopes or ["module", "class", "function"]
for scope in scopes:
with self.subTest(scope=scope):
if scope == "class":
newcode = textwrap.dedent("""
class _C:
{code}
""").format(code=textwrap.indent(code, " "))
def get_output(moddict, name):
return getattr(moddict["_C"], name)
elif scope == "function":
newcode = textwrap.dedent("""
def _f():
{code}
return locals()
_out = _f()
""").format(code=textwrap.indent(code, " "))
def get_output(moddict, name):
return moddict["_out"][name]
else:
newcode = code
def get_output(moddict, name):
return moddict[name]
newns = ns.copy() if ns else {}
try:
exec_func(newcode, newns)
except raises as e:
# We care about e.g. NameError vs UnboundLocalError
self.assertIs(type(e), raises)
else:
for k, v in (outputs or {}).items():
self.assertEqual(get_output(newns, k), v, k)
def test_lambdas_with_iteration_var_as_default(self):
code = """
items = [(lambda i=i: i) for i in range(5)]
y = [x() for x in items]
"""
outputs = {"y": [0, 1, 2, 3, 4]}
self._check_in_scopes(code, outputs)
def test_lambdas_with_free_var(self):
code = """
items = [(lambda: i) for i in range(5)]
y = [x() for x in items]
"""
outputs = {"y": [4, 4, 4, 4, 4]}
self._check_in_scopes(code, outputs)
def test_class_scope_free_var_with_class_cell(self):
class C:
def method(self):
super()
return __class__
items = [(lambda: i) for i in range(5)]
y = [x() for x in items]
self.assertEqual(C.y, [4, 4, 4, 4, 4])
self.assertIs(C().method(), C)
def test_references_super(self):
code = """
res = [super for x in [1]]
"""
self._check_in_scopes(code, outputs={"res": [super]})
def test_references___class__(self):
code = """
res = [__class__ for x in [1]]
"""
self._check_in_scopes(code, raises=NameError)
def test_references___class___defined(self):
code = """
__class__ = 2
res = [__class__ for x in [1]]
"""
self._check_in_scopes(
code, outputs={"res": [2]}, scopes=["module", "function"])
self._check_in_scopes(code, raises=NameError, scopes=["class"])
def test_references___class___enclosing(self):
code = """
__class__ = 2
class C:
res = [__class__ for x in [1]]
res = C.res
"""
self._check_in_scopes(code, raises=NameError)
def test_super_and_class_cell_in_sibling_comps(self):
code = """
[super for _ in [1]]
[__class__ for _ in [1]]
"""
self._check_in_scopes(code, raises=NameError)
def test_inner_cell_shadows_outer(self):
code = """
items = [(lambda: i) for i in range(5)]
i = 20
y = [x() for x in items]
"""
outputs = {"y": [4, 4, 4, 4, 4], "i": 20}
self._check_in_scopes(code, outputs)
def test_inner_cell_shadows_outer_no_store(self):
code = """
def f(x):
return [lambda: x for x in range(x)], x
fns, x = f(2)
y = [fn() for fn in fns]
"""
outputs = {"y": [1, 1], "x": 2}
self._check_in_scopes(code, outputs)
def test_closure_can_jump_over_comp_scope(self):
code = """
items = [(lambda: y) for i in range(5)]
y = 2
z = [x() for x in items]
"""
outputs = {"z": [2, 2, 2, 2, 2]}
self._check_in_scopes(code, outputs, scopes=["module", "function"])
def test_cell_inner_free_outer(self):
code = """
def f():
return [lambda: x for x in (x, [1])[1]]
x = ...
y = [fn() for fn in f()]
"""
outputs = {"y": [1]}
self._check_in_scopes(code, outputs, scopes=["module", "function"])
def test_free_inner_cell_outer(self):
code = """
g = 2
def f():
return g
y = [g for x in [1]]
"""
outputs = {"y": [2]}
self._check_in_scopes(code, outputs, scopes=["module", "function"])
self._check_in_scopes(code, scopes=["class"], raises=NameError)
def test_inner_cell_shadows_outer_redefined(self):
code = """
y = 10
items = [(lambda: y) for y in range(5)]
x = y
y = 20
out = [z() for z in items]
"""
outputs = {"x": 10, "out": [4, 4, 4, 4, 4]}
self._check_in_scopes(code, outputs)
def test_shadows_outer_cell(self):
code = """
def inner():
return g
[g for g in range(5)]
x = inner()
"""
outputs = {"x": -1}
self._check_in_scopes(code, outputs, ns={"g": -1})
def test_explicit_global(self):
code = """
global g
x = g
g = 2
items = [g for g in [1]]
y = g
"""
outputs = {"x": 1, "y": 2, "items": [1]}
self._check_in_scopes(code, outputs, ns={"g": 1})
def test_explicit_global_2(self):
code = """
global g
x = g
g = 2
items = [g for x in [1]]
y = g
"""
outputs = {"x": 1, "y": 2, "items": [2]}
self._check_in_scopes(code, outputs, ns={"g": 1})
def test_explicit_global_3(self):
code = """
global g
fns = [lambda: g for g in [2]]
items = [fn() for fn in fns]
"""
outputs = {"items": [2]}
self._check_in_scopes(code, outputs, ns={"g": 1})
def test_assignment_expression(self):
code = """
x = -1
items = [(x:=y) for y in range(3)]
"""
outputs = {"x": 2}
# assignment expression in comprehension is disallowed in class scope
self._check_in_scopes(code, outputs, scopes=["module", "function"])
def test_free_var_in_comp_child(self):
code = """
lst = range(3)
funcs = [lambda: x for x in lst]
inc = [x + 1 for x in lst]
[x for x in inc]
x = funcs[0]()
"""
outputs = {"x": 2}
self._check_in_scopes(code, outputs)
def test_shadow_with_free_and_local(self):
code = """
lst = range(3)
x = -1
funcs = [lambda: x for x in lst]
items = [x + 1 for x in lst]
"""
outputs = {"x": -1}
self._check_in_scopes(code, outputs)
def test_shadow_comp_iterable_name(self):
code = """
x = [1]
y = [x for x in x]
"""
outputs = {"x": [1]}
self._check_in_scopes(code, outputs)
def test_nested_free(self):
code = """
x = 1
def g():
[x for x in range(3)]
return x
g()
"""
outputs = {"x": 1}
self._check_in_scopes(code, outputs, scopes=["module", "function"])
def test_introspecting_frame_locals(self):
code = """
import sys
[i for i in range(2)]
i = 20
sys._getframe().f_locals
"""
outputs = {"i": 20}
self._check_in_scopes(code, outputs)
def test_nested(self):
code = """
l = [2, 3]
y = [[x ** 2 for x in range(x)] for x in l]
"""
outputs = {"y": [[0, 1], [0, 1, 4]]}
self._check_in_scopes(code, outputs)
def test_nested_2(self):
code = """
l = [1, 2, 3]
x = 3
y = [x for [x ** x for x in range(x)][x - 1] in l]
"""
outputs = {"y": [3, 3, 3]}
self._check_in_scopes(code, outputs, scopes=["module", "function"])
self._check_in_scopes(code, scopes=["class"], raises=NameError)
def test_nested_3(self):
code = """
l = [(1, 2), (3, 4), (5, 6)]
y = [x for (x, [x ** x for x in range(x)][x - 1]) in l]
"""
outputs = {"y": [1, 3, 5]}
self._check_in_scopes(code, outputs)
def test_nested_4(self):
code = """
items = [([lambda: x for x in range(2)], lambda: x) for x in range(3)]
out = [([fn() for fn in fns], fn()) for fns, fn in items]
"""
outputs = {"out": [([1, 1], 2), ([1, 1], 2), ([1, 1], 2)]}
self._check_in_scopes(code, outputs)
def test_nameerror(self):
code = """
[x for x in [1]]
x
"""
self._check_in_scopes(code, raises=NameError)
def test_dunder_name(self):
code = """
y = [__x for __x in [1]]
"""
outputs = {"y": [1]}
self._check_in_scopes(code, outputs)
def test_unbound_local_after_comprehension(self):
def f():
if False:
x = 0
[x for x in [1]]
return x
with self.assertRaises(UnboundLocalError):
f()
def test_unbound_local_inside_comprehension(self):
def f():
l = [None]
return [1 for (l[0], l) in [[1, 2]]]
with self.assertRaises(UnboundLocalError):
f()
def test_global_outside_cellvar_inside_plus_freevar(self):
code = """
a = 1
def f():
func, = [(lambda: b) for b in [a]]
return b, func()
x = f()
"""
self._check_in_scopes(
code, {"x": (2, 1)}, ns={"b": 2}, scopes=["function", "module"])
# inside a class, the `a = 1` assignment is not visible
self._check_in_scopes(code, raises=NameError, scopes=["class"])
def test_cell_in_nested_comprehension(self):
code = """
a = 1
def f():
(func, inner_b), = [[lambda: b for b in c] + [b] for c in [[a]]]
return b, inner_b, func()
x = f()
"""
self._check_in_scopes(
code, {"x": (2, 2, 1)}, ns={"b": 2}, scopes=["function", "module"])
# inside a class, the `a = 1` assignment is not visible
self._check_in_scopes(code, raises=NameError, scopes=["class"])
def test_name_error_in_class_scope(self):
code = """
y = 1
[x + y for x in range(2)]
"""
self._check_in_scopes(code, raises=NameError, scopes=["class"])
def test_global_in_class_scope(self):
code = """
y = 2
vals = [(x, y) for x in range(2)]
"""
outputs = {"vals": [(0, 1), (1, 1)]}
self._check_in_scopes(code, outputs, ns={"y": 1}, scopes=["class"])
def test_in_class_scope_inside_function_1(self):
code = """
class C:
y = 2
vals = [(x, y) for x in range(2)]
vals = C.vals
"""
outputs = {"vals": [(0, 1), (1, 1)]}
self._check_in_scopes(code, outputs, ns={"y": 1}, scopes=["function"])
def test_in_class_scope_inside_function_2(self):
code = """
y = 1
class C:
y = 2
vals = [(x, y) for x in range(2)]
vals = C.vals
"""
outputs = {"vals": [(0, 1), (1, 1)]}
self._check_in_scopes(code, outputs, scopes=["function"])
def test_in_class_scope_with_global(self):
code = """
y = 1
class C:
global y
y = 2
# Ensure the listcomp uses the global, not the value in the
# class namespace
locals()['y'] = 3
vals = [(x, y) for x in range(2)]
vals = C.vals
"""
outputs = {"vals": [(0, 2), (1, 2)]}
self._check_in_scopes(code, outputs, scopes=["module", "class"])
outputs = {"vals": [(0, 1), (1, 1)]}
self._check_in_scopes(code, outputs, scopes=["function"])
def test_in_class_scope_with_nonlocal(self):
code = """
y = 1
class C:
nonlocal y
y = 2
# Ensure the listcomp uses the global, not the value in the
# class namespace
locals()['y'] = 3
vals = [(x, y) for x in range(2)]
vals = C.vals
"""
outputs = {"vals": [(0, 2), (1, 2)]}
self._check_in_scopes(code, outputs, scopes=["function"])
def test_nested_has_free_var(self):
code = """
items = [a for a in [1] if [a for _ in [0]]]
"""
outputs = {"items": [1]}
self._check_in_scopes(code, outputs, scopes=["class"])
def test_nested_free_var_not_bound_in_outer_comp(self):
code = """
z = 1
items = [a for a in [1] if [x for x in [1] if z]]
"""
self._check_in_scopes(code, {"items": [1]}, scopes=["module", "function"])
self._check_in_scopes(code, {"items": []}, ns={"z": 0}, scopes=["class"])
def test_nested_free_var_in_iter(self):
code = """
items = [_C for _C in [1] for [0, 1][[x for x in [1] if _C][0]] in [2]]
"""
self._check_in_scopes(code, {"items": [1]})
def test_nested_free_var_in_expr(self):
code = """
items = [(_C, [x for x in [1] if _C]) for _C in [0, 1]]
"""
self._check_in_scopes(code, {"items": [(0, []), (1, [1])]})
def test_nested_listcomp_in_lambda(self):
code = """
f = [(z, lambda y: [(x, y, z) for x in [3]]) for z in [1]]
(z, func), = f
out = func(2)
"""
self._check_in_scopes(code, {"z": 1, "out": [(3, 2, 1)]})
def test_lambda_in_iter(self):
code = """
(func, c), = [(a, b) for b in [1] for a in [lambda : a]]
d = func()
assert d is func
# must use "a" in this scope
e = a if False else None
"""
self._check_in_scopes(code, {"c": 1, "e": None})
def test_assign_to_comp_iter_var_in_outer_function(self):
code = """
a = [1 for a in [0]]
"""
self._check_in_scopes(code, {"a": [1]}, scopes=["function"])
def test_no_leakage_to_locals(self):
code = """
def b():
[a for b in [1] for _ in []]
return b, locals()
r, s = b()
x = r is b
y = list(s.keys())
"""
self._check_in_scopes(code, {"x": True, "y": []}, scopes=["module"])
self._check_in_scopes(code, {"x": True, "y": ["b"]}, scopes=["function"])
self._check_in_scopes(code, raises=NameError, scopes=["class"])
def test_iter_var_available_in_locals(self):
code = """
l = [1, 2]
y = 0
items = [locals()["x"] for x in l]
items2 = [vars()["x"] for x in l]
items3 = [("x" in dir()) for x in l]
items4 = [eval("x") for x in l]
# x is available, and does not overwrite y
[exec("y = x") for x in l]
"""
self._check_in_scopes(
code,
{
"items": [1, 2],
"items2": [1, 2],
"items3": [True, True],
"items4": [1, 2],
"y": 0
}
)
def test_comp_in_try_except(self):
template = """
value = ["ab"]
result = snapshot = None
try:
result = [{func}(value) for value in value]
except:
snapshot = value
raise
"""
# No exception.
code = template.format(func='len')
self._check_in_scopes(code, {"value": ["ab"], "result": [2], "snapshot": None})
# Handles exception.
code = template.format(func='int')
self._check_in_scopes(code, {"value": ["ab"], "result": None, "snapshot": ["ab"]},
raises=ValueError)
def test_comp_in_try_finally(self):
template = """
value = ["ab"]
result = snapshot = None
try:
result = [{func}(value) for value in value]
finally:
snapshot = value
"""
# No exception.
code = template.format(func='len')
self._check_in_scopes(code, {"value": ["ab"], "result": [2], "snapshot": ["ab"]})
# Handles exception.
code = template.format(func='int')
self._check_in_scopes(code, {"value": ["ab"], "result": None, "snapshot": ["ab"]},
raises=ValueError)
def test_exception_in_post_comp_call(self):
code = """
value = [1, None]
try:
[v for v in value].sort()
except:
pass
"""
self._check_in_scopes(code, {"value": [1, None]})
def test_frame_locals(self):
code = """
val = "a" in [sys._getframe().f_locals for a in [0]][0]
"""
import sys
self._check_in_scopes(code, {"val": False}, ns={"sys": sys})
code = """
val = [sys._getframe().f_locals["a"] for a in [0]][0]
"""
self._check_in_scopes(code, {"val": 0}, ns={"sys": sys})
def _recursive_replace(self, maybe_code):
if not isinstance(maybe_code, types.CodeType):
return maybe_code
return maybe_code.replace(co_consts=tuple(
self._recursive_replace(c) for c in maybe_code.co_consts
))
def _replacing_exec(self, code_string, ns):
co = compile(code_string, "<string>", "exec")
co = self._recursive_replace(co)
exec(co, ns)
def test_code_replace(self):
code = """
x = 3
[x for x in (1, 2)]
dir()
y = [x]
"""
self._check_in_scopes(code, {"y": [3], "x": 3})
self._check_in_scopes(code, {"y": [3], "x": 3}, exec_func=self._replacing_exec)
def test_code_replace_extended_arg(self):
num_names = 300
assignments = "; ".join(f"x{i} = {i}" for i in range(num_names))
name_list = ", ".join(f"x{i}" for i in range(num_names))
expected = {
"y": list(range(num_names)),
**{f"x{i}": i for i in range(num_names)}
}
code = f"""
{assignments}
[({name_list}) for {name_list} in (range(300),)]
dir()
y = [{name_list}]
"""
self._check_in_scopes(code, expected)
self._check_in_scopes(code, expected, exec_func=self._replacing_exec)
def test_multiple_comprehension_name_reuse(self):
code = """
[x for x in [1]]
y = [x for _ in [1]]
"""
self._check_in_scopes(code, {"y": [3]}, ns={"x": 3})
code = """
x = 2
[x for x in [1]]
y = [x for _ in [1]]
"""
self._check_in_scopes(code, {"x": 2, "y": [3]}, ns={"x": 3}, scopes=["class"])
self._check_in_scopes(code, {"x": 2, "y": [2]}, ns={"x": 3}, scopes=["function", "module"])
def test_exception_locations(self):
# The location of an exception raised from __init__ or
# __next__ should be the iterator expression
def init_raises():
try:
[x for x in BrokenIter(init_raises=True)]
except Exception as e:
return e
def next_raises():
try:
[x for x in BrokenIter(next_raises=True)]
except Exception as e:
return e
def iter_raises():
try:
[x for x in BrokenIter(iter_raises=True)]
except Exception as e:
return e
for func, expected in [(init_raises, "BrokenIter(init_raises=True)"),
(next_raises, "BrokenIter(next_raises=True)"),
(iter_raises, "BrokenIter(iter_raises=True)"),
]:
with self.subTest(func):
exc = func()
f = traceback.extract_tb(exc.__traceback__)[0]
indent = 16
co = func.__code__
self.assertEqual(f.lineno, co.co_firstlineno + 2)
self.assertEqual(f.end_lineno, co.co_firstlineno + 2)
self.assertEqual(f.line[f.colno - indent : f.end_colno - indent],
expected)
__test__ = {'doctests' : doctests}
def load_tests(loader, tests, pattern):
tests.addTest(doctest.DocTestSuite())
return tests
if __name__ == "__main__":
unittest.main()
|