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# This file is part of Hypothesis, which may be found at
# https://github.com/HypothesisWorks/hypothesis/
#
# Copyright the Hypothesis Authors.
# Individual contributors are listed in AUTHORS.rst and the git log.
#
# This Source Code Form is subject to the terms of the Mozilla Public License,
# v. 2.0. If a copy of the MPL was not distributed with this file, You can
# obtain one at https://mozilla.org/MPL/2.0/.
import time
import pytest
from hypothesis.internal.compat import int_to_bytes
from hypothesis.internal.conjecture import floats as flt
from hypothesis.internal.conjecture.engine import ConjectureRunner
from hypothesis.internal.conjecture.shrinker import (
Shrinker,
ShrinkPass,
StopShrinking,
block_program,
)
from hypothesis.internal.conjecture.shrinking import Float
from hypothesis.internal.conjecture.utils import Sampler
from tests.conjecture.common import SOME_LABEL, run_to_buffer, shrinking_from
@pytest.mark.parametrize("n", [1, 5, 8, 15])
def test_can_shrink_variable_draws_with_just_deletion(n, monkeypatch):
@shrinking_from([n] + [0] * (n - 1) + [1])
def shrinker(data):
n = data.draw_bits(4)
b = [data.draw_bits(8) for _ in range(n)]
if any(b):
data.mark_interesting()
shrinker.fixate_shrink_passes(["minimize_individual_blocks"])
assert list(shrinker.shrink_target.buffer) == [1, 1]
def test_deletion_and_lowering_fails_to_shrink(monkeypatch):
monkeypatch.setattr(
Shrinker,
"shrink",
lambda self: self.fixate_shrink_passes(["minimize_individual_blocks"]),
)
def gen(self):
self.cached_test_function(10)
monkeypatch.setattr(ConjectureRunner, "generate_new_examples", gen)
@run_to_buffer
def x(data):
for _ in range(10):
data.draw_bytes(1)
data.mark_interesting()
assert x == bytes(10)
def test_duplicate_blocks_that_go_away():
@shrinking_from([1, 1, 1, 2] * 2 + [5] * 2)
def shrinker(data):
x = data.draw_bits(32)
y = data.draw_bits(32)
if x != y:
data.mark_invalid()
b = [data.draw_bytes(1) for _ in range(x & 255)]
if len(set(b)) <= 1:
data.mark_interesting()
shrinker.fixate_shrink_passes(["minimize_duplicated_blocks"])
assert shrinker.shrink_target.buffer == bytes(8)
def test_accidental_duplication(monkeypatch):
@shrinking_from([18] * 20)
def shrinker(data):
x = data.draw_bits(8)
y = data.draw_bits(8)
if x != y:
data.mark_invalid()
if x < 5:
data.mark_invalid()
b = [data.draw_bytes(1) for _ in range(x)]
if len(set(b)) == 1:
data.mark_interesting()
shrinker.fixate_shrink_passes(["minimize_duplicated_blocks"])
assert list(shrinker.buffer) == [5] * 7
def test_can_zero_subintervals(monkeypatch):
@shrinking_from(bytes([3, 0, 0, 0, 1]) * 10)
def shrinker(data):
for _ in range(10):
data.start_example(SOME_LABEL)
n = data.draw_bits(8)
data.draw_bytes(n)
data.stop_example()
if data.draw_bits(8) != 1:
return
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.buffer) == [0, 1] * 10
def test_can_pass_to_an_indirect_descendant(monkeypatch):
def tree(data):
data.start_example(1)
n = data.draw_bits(1)
label = data.draw_bits(8)
if n:
tree(data)
tree(data)
data.stop_example(1)
return label
initial = bytes([1, 10, 0, 0, 1, 0, 0, 10, 0, 0])
target = bytes([0, 10])
good = {initial, target}
@shrinking_from(initial)
def shrinker(data):
tree(data)
if bytes(data.buffer) in good:
data.mark_interesting()
shrinker.fixate_shrink_passes(["pass_to_descendant"])
assert shrinker.shrink_target.buffer == target
def shrink(buffer, *passes):
def accept(f):
shrinker = shrinking_from(buffer)(f)
shrinker.fixate_shrink_passes(passes)
return list(shrinker.buffer)
return accept
def test_shrinking_blocks_from_common_offset():
@shrinking_from([11, 10])
def shrinker(data):
m = data.draw_bits(8)
n = data.draw_bits(8)
if abs(m - n) <= 1 and max(m, n) > 0:
data.mark_interesting()
shrinker.mark_changed(0)
shrinker.mark_changed(1)
shrinker.lower_common_block_offset()
x = shrinker.shrink_target.buffer
assert sorted(x) == [0, 1]
def test_handle_empty_draws():
@run_to_buffer
def x(data):
while True:
data.start_example(SOME_LABEL)
n = data.draw_bits(1)
data.start_example(SOME_LABEL)
data.stop_example()
data.stop_example(discard=n > 0)
if not n:
break
data.mark_interesting()
assert x == bytes([0])
def test_can_reorder_examples():
@shrinking_from([1, 0, 1, 1, 0, 1, 0, 0, 0])
def shrinker(data):
total = 0
for _ in range(5):
data.start_example(0)
if data.draw_bits(8):
total += data.draw_bits(9)
data.stop_example(0)
if total == 2:
data.mark_interesting()
shrinker.fixate_shrink_passes(["reorder_examples"])
assert list(shrinker.buffer) == [0, 0, 0, 1, 0, 1, 1, 0, 1]
def test_permits_but_ignores_raising_order(monkeypatch):
monkeypatch.setattr(
ConjectureRunner,
"generate_new_examples",
lambda runner: runner.cached_test_function([1]),
)
monkeypatch.setattr(
Shrinker, "shrink", lambda self: self.incorporate_new_buffer(bytes([2]))
)
@run_to_buffer
def x(data):
data.draw_bits(2)
data.mark_interesting()
assert list(x) == [1]
def test_block_deletion_can_delete_short_ranges(monkeypatch):
@shrinking_from([v for i in range(5) for _ in range(i + 1) for v in [0, i]])
def shrinker(data):
while True:
n = data.draw_bits(16)
for _ in range(n):
if data.draw_bits(16) != n:
data.mark_invalid()
if n == 4:
data.mark_interesting()
shrinker.fixate_shrink_passes([block_program("X" * i) for i in range(1, 5)])
assert list(shrinker.shrink_target.buffer) == [0, 4] * 5
def test_try_shrinking_blocks_ignores_overrun_blocks(monkeypatch):
monkeypatch.setattr(
ConjectureRunner,
"generate_new_examples",
lambda runner: runner.cached_test_function([3, 3, 0, 1]),
)
monkeypatch.setattr(
Shrinker,
"shrink",
lambda self: self.try_shrinking_blocks((0, 1, 5), bytes([2])),
)
@run_to_buffer
def x(data):
n1 = data.draw_bits(8)
data.draw_bits(8)
if n1 == 3:
data.draw_bits(8)
k = data.draw_bits(8)
if k == 1:
data.mark_interesting()
assert list(x) == [2, 2, 1]
def test_dependent_block_pairs_is_up_to_shrinking_integers():
# Unit test extracted from a failure in tests/nocover/test_integers.py
distribution = Sampler([4.0, 8.0, 1.0, 1.0, 0.5])
sizes = [8, 16, 32, 64, 128]
@shrinking_from(b"\x03\x01\x00\x00\x00\x00\x00\x01\x00\x02\x01")
def shrinker(data):
size = sizes[distribution.sample(data)]
result = data.draw_bits(size)
sign = (-1) ** (result & 1)
result = (result >> 1) * sign
cap = data.draw_bits(8)
if result >= 32768 and cap == 1:
data.mark_interesting()
shrinker.fixate_shrink_passes(["minimize_individual_blocks"])
assert list(shrinker.shrink_target.buffer) == [1, 1, 0, 1, 0, 0, 1]
def test_finding_a_minimal_balanced_binary_tree():
# Tests iteration while the shape of the thing being iterated over can
# change. In particular the current example can go from trivial to non
# trivial.
def tree(data):
# Returns height of a binary tree and whether it is height balanced.
data.start_example("tree")
n = data.draw_bits(1)
if n == 0:
result = (1, True)
else:
h1, b1 = tree(data)
h2, b2 = tree(data)
result = (1 + max(h1, h2), b1 and b2 and abs(h1 - h2) <= 1)
data.stop_example("tree")
return result
# Starting from an unbalanced tree of depth six
@shrinking_from([1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0])
def shrinker(data):
_, b = tree(data)
if not b:
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.shrink_target.buffer) == [1, 0, 1, 0, 1, 0, 0]
def test_float_shrink_can_run_when_canonicalisation_does_not_work(monkeypatch):
# This should be an error when called
monkeypatch.setattr(Float, "shrink", None)
base_buf = bytes(1) + int_to_bytes(flt.base_float_to_lex(1000.0), 8)
@shrinking_from(base_buf)
def shrinker(data):
flt.draw_float(data)
if bytes(data.buffer) == base_buf:
data.mark_interesting()
shrinker.fixate_shrink_passes(["minimize_floats"])
assert shrinker.shrink_target.buffer == base_buf
def test_try_shrinking_blocks_out_of_bounds():
@shrinking_from(bytes([1]))
def shrinker(data):
data.draw_bits(1)
data.mark_interesting()
assert not shrinker.try_shrinking_blocks((1,), bytes([1]))
def test_block_programs_are_adaptive():
@shrinking_from(bytes(1000) + bytes([1]))
def shrinker(data):
while not data.draw_bits(1):
pass
data.mark_interesting()
p = shrinker.add_new_pass(block_program("X"))
shrinker.fixate_shrink_passes([p.name])
assert len(shrinker.shrink_target.buffer) == 1
assert shrinker.calls <= 60
def test_zero_examples_with_variable_min_size():
@shrinking_from(bytes([255]) * 100)
def shrinker(data):
any_nonzero = False
for i in range(1, 10):
any_nonzero |= data.draw_bits(i * 8) > 0
if not any_nonzero:
data.mark_invalid()
data.mark_interesting()
shrinker.shrink()
assert len([d for d in shrinker.shrink_target.blocks if not d.all_zero]) == 1
def test_zero_contained_examples():
@shrinking_from(bytes([1]) * 8)
def shrinker(data):
for _ in range(4):
data.start_example(1)
if data.draw_bits(8) == 0:
data.mark_invalid()
data.start_example(1)
data.draw_bits(8)
data.stop_example()
data.stop_example()
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.shrink_target.buffer) == [1, 0] * 4
def test_zig_zags_quickly():
@shrinking_from(bytes([255]) * 4)
def shrinker(data):
m = data.draw_bits(16)
n = data.draw_bits(16)
if m == 0 or n == 0:
data.mark_invalid()
if abs(m - n) <= 1:
data.mark_interesting(0)
# Two different interesting origins for avoiding slipping in the
# shrinker.
if abs(m - n) <= 10:
data.mark_interesting(1)
shrinker.fixate_shrink_passes(["minimize_individual_blocks"])
assert shrinker.engine.valid_examples <= 100
assert list(shrinker.shrink_target.buffer) == [0, 1, 0, 1]
def test_zero_irregular_examples():
@shrinking_from([255] * 6)
def shrinker(data):
data.start_example(1)
data.draw_bits(8)
data.draw_bits(16)
data.stop_example()
data.start_example(1)
interesting = data.draw_bits(8) > 0 and data.draw_bits(16) > 0
data.stop_example()
if interesting:
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.shrink_target.buffer) == [0] * 3 + [1, 0, 1]
def test_retain_end_of_buffer():
@shrinking_from([1, 2, 3, 4, 5, 6, 0])
def shrinker(data):
interesting = False
while True:
n = data.draw_bits(8)
if n == 6:
interesting = True
if n == 0:
break
if interesting:
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.buffer) == [6, 0]
def test_can_expand_zeroed_region():
@shrinking_from([255] * 5)
def shrinker(data):
seen_non_zero = False
for _ in range(5):
if data.draw_bits(8) == 0:
if seen_non_zero:
data.mark_invalid()
else:
seen_non_zero = True
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.shrink_target.buffer) == [0] * 5
def test_can_expand_deleted_region():
@shrinking_from([1, 2, 3, 4, 0, 0])
def shrinker(data):
def t():
data.start_example(1)
data.start_example(1)
m = data.draw_bits(8)
data.stop_example()
data.start_example(1)
n = data.draw_bits(8)
data.stop_example()
data.stop_example()
return (m, n)
v1 = t()
if v1 == (1, 2):
if t() != (3, 4):
data.mark_invalid()
if v1 == (0, 0) or t() == (0, 0):
data.mark_interesting()
shrinker.shrink()
assert list(shrinker.buffer) == [0, 0]
def test_shrink_pass_method_is_idempotent():
@shrinking_from([255])
def shrinker(data):
data.draw_bits(8)
data.mark_interesting()
sp = shrinker.shrink_pass(block_program("X"))
assert isinstance(sp, ShrinkPass)
assert shrinker.shrink_pass(sp) is sp
def test_will_terminate_stalled_shrinks():
# Suppress the time based slow shrinking check - we only want
# the one that checks if we're in a stall where we've shrunk
# as far as we're going to get.
time.freeze()
@shrinking_from([255] * 100)
def shrinker(data):
count = 0
for _ in range(100):
if data.draw_bits(8) != 255:
count += 1
if count >= 10:
return
data.mark_interesting()
shrinker.shrink()
assert shrinker.calls <= 1 + 2 * shrinker.max_stall
def test_will_let_fixate_shrink_passes_do_a_full_run_through():
@shrinking_from(range(50))
def shrinker(data):
for i in range(50):
if data.draw_bits(8) != i:
data.mark_invalid()
data.mark_interesting()
shrinker.max_stall = 5
passes = [block_program("X" * i) for i in range(1, 11)]
with pytest.raises(StopShrinking):
shrinker.fixate_shrink_passes(passes)
assert shrinker.shrink_pass(passes[-1]).calls > 0
@pytest.mark.parametrize("n_gap", [0, 1, 2, 3])
def test_can_simultaneously_lower_non_duplicated_nearby_blocks(n_gap):
@shrinking_from([1, 1] + [0] * n_gap + [0, 2])
def shrinker(data):
# Block off lowering the whole buffer
if data.draw_bits(1) == 0:
data.mark_invalid()
m = data.draw_bits(8)
for _ in range(n_gap):
data.draw_bits(8)
n = data.draw_bits(16)
if n == m + 1:
data.mark_interesting()
shrinker.fixate_shrink_passes(["lower_blocks_together"])
assert list(shrinker.buffer) == [1, 0] + [0] * n_gap + [0, 1]
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