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129
hypothesis-python/src/hypothesis/strategies/_internal/utils.py
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# This file is part of Hypothesis, which may be found at | ||
# https://github.com/HypothesisWorks/hypothesis/ | ||
# | ||
# Most of this work is copyright (C) 2013-2021 David R. MacIver | ||
# (david@drmaciver.com), but it contains contributions by others. See | ||
# CONTRIBUTING.rst for a full list of people who may hold copyright, and | ||
# consult the git log if you need to determine who owns an individual | ||
# contribution. | ||
# | ||
# 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/. | ||
# | ||
# END HEADER | ||
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import threading | ||
from inspect import signature | ||
from typing import Callable, Dict | ||
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from hypothesis.internal.cache import LRUReusedCache | ||
from hypothesis.internal.floats import float_to_int | ||
from hypothesis.internal.reflection import proxies | ||
from hypothesis.strategies._internal.lazy import LazyStrategy | ||
from hypothesis.strategies._internal.strategies import SearchStrategy, T | ||
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_strategies: Dict[str, Callable[..., SearchStrategy]] = {} | ||
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class FloatKey: | ||
def __init__(self, f): | ||
self.value = float_to_int(f) | ||
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def __eq__(self, other): | ||
return isinstance(other, FloatKey) and (other.value == self.value) | ||
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def __ne__(self, other): | ||
return not self.__eq__(other) | ||
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def __hash__(self): | ||
return hash(self.value) | ||
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def convert_value(v): | ||
if isinstance(v, float): | ||
return FloatKey(v) | ||
return (type(v), v) | ||
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_CACHE = threading.local() | ||
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def get_cache() -> LRUReusedCache: | ||
try: | ||
return _CACHE.STRATEGY_CACHE | ||
except AttributeError: | ||
_CACHE.STRATEGY_CACHE = LRUReusedCache(1024) | ||
return _CACHE.STRATEGY_CACHE | ||
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def clear_cache() -> None: | ||
cache = get_cache() | ||
cache.clear() | ||
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def cacheable(fn: T) -> T: | ||
@proxies(fn) | ||
def cached_strategy(*args, **kwargs): | ||
try: | ||
kwargs_cache_key = {(k, convert_value(v)) for k, v in kwargs.items()} | ||
except TypeError: | ||
return fn(*args, **kwargs) | ||
cache_key = (fn, tuple(map(convert_value, args)), frozenset(kwargs_cache_key)) | ||
cache = get_cache() | ||
try: | ||
if cache_key in cache: | ||
return cache[cache_key] | ||
except TypeError: | ||
return fn(*args, **kwargs) | ||
else: | ||
result = fn(*args, **kwargs) | ||
if not isinstance(result, SearchStrategy) or result.is_cacheable: | ||
cache[cache_key] = result | ||
return result | ||
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cached_strategy.__clear_cache = clear_cache | ||
return cached_strategy | ||
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def defines_strategy( | ||
*, force_reusable_values: bool = False, try_non_lazy: bool = False | ||
) -> Callable[[T], T]: | ||
"""Returns a decorator for strategy functions. | ||
If force_reusable is True, the generated values are assumed to be | ||
reusable, i.e. immutable and safe to cache, across multiple test | ||
invocations. | ||
If try_non_lazy is True, attempt to execute the strategy definition | ||
function immediately, so that a LazyStrategy is only returned if this | ||
raises an exception. | ||
""" | ||
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def decorator(strategy_definition): | ||
"""A decorator that registers the function as a strategy and makes it | ||
lazily evaluated.""" | ||
_strategies[strategy_definition.__name__] = signature(strategy_definition) | ||
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@proxies(strategy_definition) | ||
def accept(*args, **kwargs): | ||
if try_non_lazy: | ||
# Why not try this unconditionally? Because we'd end up with very | ||
# deep nesting of recursive strategies - better to be lazy unless we | ||
# *know* that eager evaluation is the right choice. | ||
try: | ||
return strategy_definition(*args, **kwargs) | ||
except Exception: | ||
# If invoking the strategy definition raises an exception, | ||
# wrap that up in a LazyStrategy so it happens again later. | ||
pass | ||
result = LazyStrategy(strategy_definition, args, kwargs) | ||
if force_reusable_values: | ||
result.force_has_reusable_values = True | ||
assert result.has_reusable_values | ||
return result | ||
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accept.is_hypothesis_strategy_function = True | ||
return accept | ||
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return decorator |
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