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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 itertools
import pytest
from hypothesis import given, strategies as st
from hypothesis.errors import Frozen, InvalidArgument
from hypothesis.internal.conjecture.data import (
MAX_DEPTH,
ConjectureData,
DataObserver,
Overrun,
Status,
StopTest,
structural_coverage,
)
from hypothesis.strategies._internal.strategies import SearchStrategy
@given(st.binary())
def test_buffer_draws_as_self(buf):
x = ConjectureData.for_buffer(buf)
assert x.draw_bytes(len(buf)) == buf
def test_cannot_draw_after_freeze():
x = ConjectureData.for_buffer(b"hi")
x.draw_bytes(1)
x.freeze()
with pytest.raises(Frozen):
x.draw_bytes(1)
def test_can_double_freeze():
x = ConjectureData.for_buffer(b"hi")
x.freeze()
assert x.frozen
x.freeze()
assert x.frozen
def test_can_draw_zero_bytes():
x = ConjectureData.for_buffer(b"")
for _ in range(10):
assert x.draw_bytes(0) == b""
def test_draw_past_end_sets_overflow():
x = ConjectureData.for_buffer(bytes(5))
with pytest.raises(StopTest) as e:
x.draw_bytes(6)
assert e.value.testcounter == x.testcounter
assert x.frozen
assert x.status == Status.OVERRUN
def test_notes_repr():
x = ConjectureData.for_buffer(b"")
x.note(b"hi")
assert repr(b"hi") in x.output
def test_can_mark_interesting():
x = ConjectureData.for_buffer(b"")
with pytest.raises(StopTest):
x.mark_interesting()
assert x.frozen
assert x.status == Status.INTERESTING
def test_drawing_zero_bits_is_free():
x = ConjectureData.for_buffer(b"")
assert x.draw_bits(0) == 0
def test_can_mark_invalid():
x = ConjectureData.for_buffer(b"")
with pytest.raises(StopTest):
x.mark_invalid()
assert x.frozen
assert x.status == Status.INVALID
class BoomStrategy(SearchStrategy):
def do_draw(self, data):
data.draw_bytes(1)
raise ValueError()
def test_closes_interval_on_error_in_strategy():
x = ConjectureData.for_buffer(b"hi")
with pytest.raises(ValueError):
x.draw(BoomStrategy())
x.freeze()
assert not any(eg.end is None for eg in x.examples)
class BigStrategy(SearchStrategy):
def do_draw(self, data):
data.draw_bytes(10**6)
def test_does_not_double_freeze_in_interval_close():
x = ConjectureData.for_buffer(b"hi")
with pytest.raises(StopTest):
x.draw(BigStrategy())
assert x.frozen
assert not any(eg.end is None for eg in x.examples)
def test_triviality():
d = ConjectureData.for_buffer([1, 0, 1])
d.start_example(1)
d.draw_bits(1)
d.draw_bits(1)
d.stop_example(1)
d.write(bytes([2]))
d.freeze()
def eg(u, v):
return [ex for ex in d.examples if ex.start == u and ex.end == v][0]
assert not eg(0, 2).trivial
assert not eg(0, 1).trivial
assert eg(1, 2).trivial
assert eg(2, 3).trivial
def test_example_depth_marking():
d = ConjectureData.for_buffer(bytes(24))
# These draw sizes are chosen so that each example has a unique length.
d.draw_bytes(2)
d.start_example("inner")
d.draw_bytes(3)
d.draw_bytes(6)
d.stop_example()
d.draw_bytes(12)
d.freeze()
assert len(d.examples) == 6
depths = {(ex.length, ex.depth) for ex in d.examples}
assert depths == {(2, 1), (3, 2), (6, 2), (9, 1), (12, 1), (23, 0)}
def test_has_examples_even_when_empty():
d = ConjectureData.for_buffer(b"")
d.draw(st.just(False))
d.freeze()
assert d.examples
def test_has_cached_examples_even_when_overrun():
d = ConjectureData.for_buffer(bytes(1))
d.start_example(3)
d.draw_bits(1)
d.stop_example()
try:
d.draw_bits(1)
except StopTest:
pass
assert d.status == Status.OVERRUN
assert any(ex.label == 3 and ex.length == 1 for ex in d.examples)
assert d.examples is d.examples
def test_can_write_empty_string():
d = ConjectureData.for_buffer([1, 1, 1])
d.draw_bits(1)
d.write(b"")
d.draw_bits(1)
d.draw_bits(0, forced=0)
d.draw_bits(1)
assert d.buffer == bytes([1, 1, 1])
def test_blocks_preserve_identity():
n = 10
d = ConjectureData.for_buffer([1] * 10)
for _ in range(n):
d.draw_bits(1)
d.freeze()
blocks = [d.blocks[i] for i in range(n)]
result = d.as_result()
for i, b in enumerate(blocks):
assert result.blocks[i] is b
def test_compact_blocks_during_generation():
d = ConjectureData.for_buffer([1] * 10)
for _ in range(5):
d.draw_bits(1)
assert len(list(d.blocks)) == 5
for _ in range(5):
d.draw_bits(1)
assert len(list(d.blocks)) == 10
def test_handles_indices_like_a_list():
n = 5
d = ConjectureData.for_buffer([1] * n)
for _ in range(n):
d.draw_bits(1)
assert d.blocks[-1] is d.blocks[n - 1]
assert d.blocks[-n] is d.blocks[0]
with pytest.raises(IndexError):
d.blocks[n]
with pytest.raises(IndexError):
d.blocks[-n - 1]
def test_can_observe_draws():
class LoggingObserver(DataObserver):
def __init__(self):
self.log = []
def draw_bits(self, *args):
self.log.append(("draw",) + args)
def conclude_test(self, *args):
assert x.frozen
self.log.append(("concluded",) + args)
observer = LoggingObserver()
x = ConjectureData.for_buffer(bytes([1, 2, 3]), observer=observer)
x.draw_bits(1)
x.draw_bits(7, forced=10)
x.draw_bits(8)
with pytest.raises(StopTest):
x.conclude_test(Status.INTERESTING, interesting_origin="neat")
assert observer.log == [
("draw", 1, False, 1),
("draw", 7, True, 10),
("draw", 8, False, 3),
("concluded", Status.INTERESTING, "neat"),
]
def test_calls_concluded_implicitly():
class NoteConcluded(DataObserver):
def conclude_test(self, status, reason):
assert x.frozen
self.conclusion = (status, reason)
observer = NoteConcluded()
x = ConjectureData.for_buffer(bytes([1]), observer=observer)
x.draw_bits(1)
x.freeze()
assert observer.conclusion == (Status.VALID, None)
def test_handles_start_indices_like_a_list():
n = 5
d = ConjectureData.for_buffer([1] * n)
for _ in range(n):
d.draw_bits(1)
for i in range(-2 * n, 2 * n + 1):
try:
start = d.blocks.start(i)
except IndexError:
# Directly retrieving the start position failed, so check that
# indexing also fails.
with pytest.raises(IndexError):
d.blocks[i]
continue
# Directly retrieving the start position succeeded, so check that
# indexing also succeeds, and gives the same position.
assert start == d.blocks[i].start
def test_last_block_length():
d = ConjectureData.for_buffer([0] * 15)
with pytest.raises(IndexError):
d.blocks.last_block_length
for n in range(1, 5 + 1):
d.draw_bits(n * 8)
assert d.blocks.last_block_length == n
def test_examples_show_up_as_discarded():
d = ConjectureData.for_buffer([1, 0, 1])
d.start_example(1)
d.draw_bits(1)
d.stop_example(discard=True)
d.start_example(1)
d.draw_bits(1)
d.stop_example()
d.freeze()
assert len([ex for ex in d.examples if ex.discarded]) == 1
def test_examples_support_negative_indexing():
d = ConjectureData.for_buffer(bytes(2))
d.draw_bits(1)
d.draw_bits(1)
d.freeze()
assert d.examples[-1].length == 1
def test_can_override_label():
d = ConjectureData.for_buffer(bytes(2))
d.draw(st.booleans(), label=7)
d.freeze()
assert any(ex.label == 7 for ex in d.examples)
def test_will_mark_too_deep_examples_as_invalid():
d = ConjectureData.for_buffer(bytes(0))
s = st.none()
for _ in range(MAX_DEPTH + 1):
s = s.map(lambda x: None)
with pytest.raises(StopTest):
d.draw(s)
assert d.status == Status.INVALID
def test_empty_strategy_is_invalid():
d = ConjectureData.for_buffer(bytes(0))
with pytest.raises(StopTest):
d.draw(st.nothing())
assert d.status == Status.INVALID
def test_will_error_on_find():
d = ConjectureData.for_buffer(bytes(0))
d.is_find = True
with pytest.raises(InvalidArgument):
d.draw(st.data())
def test_can_note_non_str():
d = ConjectureData.for_buffer(bytes(0))
x = object()
d.note(x)
assert repr(x) in d.output
def test_can_note_str_as_non_repr():
d = ConjectureData.for_buffer(bytes(0))
d.note("foo")
assert d.output == "foo"
def test_result_is_overrun():
d = ConjectureData.for_buffer(bytes(0))
with pytest.raises(StopTest):
d.draw_bits(1)
assert d.as_result() is Overrun
def test_trivial_before_force_agrees_with_trivial_after():
d = ConjectureData.for_buffer([0, 1, 1])
d.draw_bits(1)
d.draw_bits(1, forced=1)
d.draw_bits(1)
t1 = [d.blocks.trivial(i) for i in range(3)]
d.freeze()
r = d.as_result()
t2 = [b.trivial for b in r.blocks]
assert d.blocks.owner is None
t3 = [r.blocks.trivial(i) for i in range(3)]
assert t1 == t2 == t3
def test_events_are_noted():
d = ConjectureData.for_buffer(())
d.note_event("hello")
assert "hello" in d.events
def test_blocks_end_points():
d = ConjectureData.for_buffer(bytes(4))
d.draw_bits(1)
d.draw_bits(16, forced=1)
d.draw_bits(8)
assert (
list(d.blocks.all_bounds())
== [b.bounds for b in d.blocks]
== [(0, 1), (1, 3), (3, 4)]
)
def test_blocks_lengths():
d = ConjectureData.for_buffer(bytes(7))
d.draw_bits(32)
d.draw_bits(16)
d.draw_bits(1)
assert [b.length for b in d.blocks] == [4, 2, 1]
def test_child_indices():
d = ConjectureData.for_buffer(bytes(4))
d.start_example(0) # examples[1]
d.start_example(0) # examples[2]
d.draw_bits(1) # examples[3]
d.draw_bits(1) # examples[4]
d.stop_example()
d.stop_example()
d.draw_bits(1) # examples[5]
d.draw_bits(1) # examples[6]
d.freeze()
assert list(d.examples.children[0]) == [1, 5, 6]
assert list(d.examples.children[1]) == [2]
assert list(d.examples.children[2]) == [3, 4]
assert d.examples[0].parent is None
for ex in list(d.examples)[1:]:
assert ex in d.examples[ex.parent].children
def test_example_equality():
d = ConjectureData.for_buffer(bytes(2))
d.start_example(0)
d.draw_bits(1)
d.stop_example()
d.start_example(0)
d.draw_bits(1)
d.stop_example()
d.freeze()
examples = list(d.examples)
for ex1, ex2 in itertools.combinations(examples, 2):
assert ex1 != ex2
assert not (ex1 == ex2)
for ex in examples:
assert ex == ex
not (ex != ex)
assert not (ex == "hello")
assert ex != "hello"
@given(st.integers(0, 255), st.randoms(use_true_random=True))
def test_partial_buffer(n, rnd):
data = ConjectureData(prefix=[n], random=rnd, max_length=2)
assert data.draw_bytes(2)[0] == n
def test_structural_coverage_is_cached():
assert structural_coverage(50) is structural_coverage(50)
def test_examples_create_structural_coverage():
data = ConjectureData.for_buffer(bytes(0))
data.start_example(42)
data.stop_example()
data.freeze()
assert structural_coverage(42) in data.tags
def test_discarded_examples_do_not_create_structural_coverage():
data = ConjectureData.for_buffer(bytes(0))
data.start_example(42)
data.stop_example(discard=True)
data.freeze()
assert structural_coverage(42) not in data.tags
def test_children_of_discarded_examples_do_not_create_structural_coverage():
data = ConjectureData.for_buffer(bytes(0))
data.start_example(10)
data.start_example(42)
data.stop_example()
data.stop_example(discard=True)
data.freeze()
assert structural_coverage(42) not in data.tags
assert structural_coverage(10) not in data.tags
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