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import random
import time
import pytest
from flask_caching import Cache
from flask_caching import function_namespace
def test_memoize(app, cache):
with app.test_request_context():
@cache.memoize(3)
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
time.sleep(1)
assert big_foo(5, 2) == result
result2 = big_foo(5, 3)
assert result2 != result
time.sleep(3)
assert big_foo(5, 2) != result
time.sleep(1)
assert big_foo(5, 3) != result2
def test_memoize_hashes(app, cache, hash_method):
with app.test_request_context():
@cache.memoize(3, hash_method=hash_method)
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
time.sleep(1)
assert big_foo(5, 2) == result
result2 = big_foo(5, 3)
assert result2 != result
time.sleep(3)
assert big_foo(5, 2) != result
time.sleep(1)
assert big_foo(5, 3) != result2
def test_memoize_timeout(app):
app.config["CACHE_DEFAULT_TIMEOUT"] = 1
cache = Cache(app)
with app.test_request_context():
@cache.memoize()
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
assert big_foo(5, 2) == result
time.sleep(2)
assert big_foo(5, 2) != result
def test_memoize_annotated(app, cache):
with app.test_request_context():
@cache.memoize(50)
def big_foo_annotated(a, b):
return a + b + random.randrange(0, 100000)
big_foo_annotated.__annotations__ = {
"a": int,
"b": int,
"return": int,
}
result = big_foo_annotated(5, 2)
time.sleep(1)
assert big_foo_annotated(5, 2) == result
def test_memoize_utf8_arguments(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b):
return f"{a}-{b}"
big_foo("æøå", "chars")
def test_memoize_unicode_arguments(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b):
return f"{a}-{b}"
big_foo("æøå", "chars")
def test_memoize_delete(app, cache):
with app.test_request_context():
@cache.memoize(5)
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
result2 = big_foo(5, 3)
time.sleep(1)
assert big_foo(5, 2) == result
assert big_foo(5, 2) == result
assert big_foo(5, 3) != result
assert big_foo(5, 3) == result2
cache.delete_memoized(big_foo)
assert big_foo(5, 2) != result
assert big_foo(5, 3) != result2
def test_memoize_no_timeout_delete(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result_a = big_foo(5, 1)
result_b = big_foo(5, 2)
assert big_foo(5, 1) == result_a
assert big_foo(5, 2) == result_b
cache.delete_memoized(big_foo, 5, 2)
assert big_foo(5, 1) == result_a
assert big_foo(5, 2) != result_b
# Cleanup bigfoo 5,1 5,2 or it might conflict with
# following run if it also uses memecache
cache.delete_memoized(big_foo, 5, 2)
cache.delete_memoized(big_foo, 5, 1)
def test_memoize_verhash_delete(app, cache):
with app.test_request_context():
@cache.memoize(5)
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
result2 = big_foo(5, 3)
time.sleep(1)
assert big_foo(5, 2) == result
assert big_foo(5, 2) == result
assert big_foo(5, 3) != result
assert big_foo(5, 3) == result2
cache.delete_memoized_verhash(big_foo)
_fname, _fname_instance = function_namespace(big_foo)
version_key = cache._memvname(_fname)
assert cache.get(version_key) is None
assert big_foo(5, 2) != result
assert big_foo(5, 3) != result2
assert cache.get(version_key) is not None
def test_memoize_annotated_delete(app, cache):
with app.test_request_context():
@cache.memoize(5)
def big_foo_annotated(a, b):
return a + b + random.randrange(0, 100000)
big_foo_annotated.__annotations__ = {"a": int, "b": int, "return": int}
result = big_foo_annotated(5, 2)
result2 = big_foo_annotated(5, 3)
time.sleep(1)
assert big_foo_annotated(5, 2) == result
assert big_foo_annotated(5, 2) == result
assert big_foo_annotated(5, 3) != result
assert big_foo_annotated(5, 3) == result2
cache.delete_memoized_verhash(big_foo_annotated)
_fname, _fname_instance = function_namespace(big_foo_annotated)
version_key = cache._memvname(_fname)
assert cache.get(version_key) is None
assert big_foo_annotated(5, 2) != result
assert big_foo_annotated(5, 3) != result2
assert cache.get(version_key) is not None
def test_memoize_args(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b):
return sum(a) + sum(b) + random.randrange(0, 100000)
result_a = big_foo([5, 3, 2], [1])
result_b = big_foo([3, 3], [3, 1])
assert big_foo([5, 3, 2], [1]) == result_a
assert big_foo([3, 3], [3, 1]) == result_b
cache.delete_memoized(big_foo, [5, 3, 2], [1])
assert big_foo([5, 3, 2], [1]) != result_a
assert big_foo([3, 3], [3, 1]) == result_b
# Cleanup bigfoo 5,1 5,2 or it might conflict with
# following run if it also uses memecache
cache.delete_memoized(big_foo, [5, 3, 2], [1])
cache.delete_memoized(big_foo, [3, 3], [1])
def test_memoize_kwargs(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b=None):
return a + sum(b.values()) + random.randrange(0, 100000)
result_a = big_foo(1, dict(one=1, two=2))
result_b = big_foo(5, dict(three=3, four=4))
assert big_foo(1, dict(one=1, two=2)) == result_a
assert big_foo(5, dict(three=3, four=4)) == result_b
cache.delete_memoized(big_foo, 1, dict(one=1, two=2))
assert big_foo(1, dict(one=1, two=2)) != result_a
assert big_foo(5, dict(three=3, four=4)) == result_b
def test_memoize_kwargonly(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a=None):
if a is None:
a = 0
return a + random.random()
result_a = big_foo()
result_b = big_foo(5)
assert big_foo() == result_a
assert big_foo() < 1
assert big_foo(5) == result_b
assert big_foo(5) >= 5 and big_foo(5) < 6
def test_memoize_arg_kwarg(app, cache):
with app.test_request_context():
@cache.memoize()
def f(a, b, c=1):
return a + b + c + random.randrange(0, 100000)
assert f(1, 2) == f(1, 2, c=1)
assert f(1, 2) == f(1, 2, 1)
assert f(1, 2) == f(1, 2)
assert f(1, 2, 3) != f(1, 2)
with pytest.raises(TypeError):
f(1)
def test_memoize_arg_kwarg_var_keyword(app, cache):
with app.test_request_context():
@cache.memoize()
def f(a, b, c=1, **kwargs):
return a + b + c + random.randrange(0, 100000) + sum(list(kwargs.values()))
assert f(1, 2) == f(1, 2, c=1)
assert f(1, 2) == f(1, 2, 1)
assert f(1, 2) == f(1, 2)
assert f(1, 2, d=5, e=8) == f(1, 2, e=8, d=5)
assert f(1, b=2, c=3, d=5, e=8) == f(1, 2, e=8, d=5, b=2, c=3)
assert f(1, 2, 3) != f(1, 2)
assert f(1, 2, 3) != f(1, 2)
with pytest.raises(TypeError):
f(1)
def test_memoize_classarg(app, cache):
@cache.memoize()
def bar(a):
return a.value + random.random()
class Adder: # noqa: B903
def __init__(self, value):
self.value = value
adder = Adder(15)
adder2 = Adder(20)
y = bar(adder)
z = bar(adder2)
assert y != z
assert bar(adder) == y
assert bar(adder) != z
adder.value = 14
assert bar(adder) == y
assert bar(adder) != z
assert bar(adder) != bar(adder2)
assert bar(adder2) == z
def test_memoize_classfunc(app, cache):
class Adder:
def __init__(self, initial):
self.initial = initial
@cache.memoize()
def add(self, b):
return self.initial + b
adder1 = Adder(1)
adder2 = Adder(2)
x = adder1.add(3)
assert adder1.add(3) == x
assert adder1.add(4) != x
assert adder1.add(3) != adder2.add(3)
def test_memoize_classfunc_repr(app, cache):
class Adder:
def __init__(self, initial):
self.initial = initial
@cache.memoize()
def add(self, b):
return self.initial + b
def __repr__(self):
return "42"
def __caching_id__(self):
return self.initial
adder1 = Adder(1)
adder2 = Adder(2)
x = adder1.add(3)
assert adder1.add(3) == x
assert adder1.add(4) != x
assert adder1.add(3) != adder2.add(3)
def test_memoize_classfunc_delete(app, cache):
with app.test_request_context():
class Adder:
def __init__(self, initial):
self.initial = initial
@cache.memoize()
def add(self, b):
return self.initial + b + random.random()
adder1 = Adder(1)
adder2 = Adder(2)
a1 = adder1.add(3)
a2 = adder2.add(3)
assert a1 != a2
assert adder1.add(3) == a1
assert adder2.add(3) == a2
cache.delete_memoized(adder1.add)
a3 = adder1.add(3)
a4 = adder2.add(3)
assert not a1 == a3
# self.assertNotEqual(a1, a3)
assert a1 != a3
assert a2 == a4
# self.assertEqual(a2, a4)
cache.delete_memoized(Adder.add)
a5 = adder1.add(3)
a6 = adder2.add(3)
assert not a5 == a6
# self.assertNotEqual(a5, a6)
assert not a3 == a5
# self.assertNotEqual(a3, a5)
assert not a4 == a6
# self.assertNotEqual(a4, a6)
def test_memoize_classmethod_delete(app, cache):
with app.test_request_context():
class Mock:
@classmethod
@cache.memoize(5)
def big_foo(cls, a, b):
return a + b + random.randrange(0, 100000)
result = Mock.big_foo(5, 2)
result2 = Mock.big_foo(5, 3)
time.sleep(1)
assert Mock.big_foo(5, 2) == result
assert Mock.big_foo(5, 2) == result
assert Mock.big_foo(5, 3) != result
assert Mock.big_foo(5, 3) == result2
cache.delete_memoized(Mock.big_foo)
assert Mock.big_foo(5, 2) != result
assert Mock.big_foo(5, 3) != result2
def test_memoize_classmethod_delete_with_args(app, cache):
with app.test_request_context():
class Mock:
@classmethod
@cache.memoize(5)
def big_foo(cls, a, b):
return a + b + random.randrange(0, 100000)
result = Mock.big_foo(5, 2)
result2 = Mock.big_foo(5, 3)
time.sleep(1)
assert Mock.big_foo(5, 2) == result
assert Mock.big_foo(5, 2) == result
assert Mock.big_foo(5, 3) != result
assert Mock.big_foo(5, 3) == result2
with pytest.raises(ValueError):
cache.delete_memoized(Mock.big_foo, 5, 2)
assert Mock.big_foo(5, 2) == result
assert Mock.big_foo(5, 3) == result2
cache.delete_memoized(Mock.big_foo, Mock, 5, 2)
assert Mock.big_foo(5, 2) != result
assert Mock.big_foo(5, 3) == result2
def test_memoize_forced_update(app, cache):
with app.test_request_context():
forced_update = False
@cache.memoize(5, forced_update=lambda: forced_update)
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
time.sleep(1)
assert big_foo(5, 2) == result
forced_update = True
new_result = big_foo(5, 2)
assert new_result != result
forced_update = False
time.sleep(1)
assert big_foo(5, 2) == new_result
def test_memoize_forced_update_parameters(app, cache):
from collections import Counter
with app.test_request_context():
call_counter = Counter()
call_params = {}
forced_update = False
def forced_update_func(a, b):
call_counter[1] += 1
call_params[call_counter[1] - 1] = (a, b)
return forced_update
@cache.memoize(5, forced_update=forced_update_func)
def memoized_func(a, b):
return a + b + random.randrange(0, 100000)
# Save the value for later inspection
result = memoized_func(5, 2)
# forced_update_func should have been called twice; once by memoize
# itself, once by _memoize_version…
assert call_counter[1] == 2
# …with the values we called the function with
assert call_params[0] == (5, 2)
assert call_params[1] == (5, 2)
time.sleep(1)
# Calling the function again should return the cached value
assert memoized_func(5, 2) == result
# forced_update_func should have been called two more times…
assert call_counter[1] == 4
# …with the values we called the function with
assert call_params[2] == (5, 2)
assert call_params[3] == (5, 2)
# Tell forced_update_func to return True next time
forced_update = True
# Save the new result…
new_result = memoized_func(5, 2)
# …which, due to the random number in the function, should be different
# from the old one
assert new_result != result
# forced_update_func should have been called two more times again…
assert call_counter[1] == 6
# …with the values we called the function with
assert call_params[4] == (5, 2)
assert call_params[5] == (5, 2)
# Now stop forced updating again
forced_update = False
time.sleep(1)
# The function should return the same value as it did last time
assert memoized_func(5, 2) == new_result
# forced_update_func should have been called two more times again…
assert call_counter[1] == 8
# …with the values we called the function with
assert call_params[6] == (5, 2)
assert call_params[7] == (5, 2)
def test_memoize_multiple_arg_kwarg_calls(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b, c=None, d=None):
if c is None:
c = [1, 1]
if d is None:
d = [1, 1]
return (
sum(a) + sum(b) + sum(c) + sum(d) + random.randrange(0, 100000)
) # noqa
result_a = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert big_foo([5, 3, 2], [1], d=[3, 3], c=[3, 3]) == result_a
assert big_foo(b=[1], a=[5, 3, 2], c=[3, 3], d=[3, 3]) == result_a
assert big_foo([5, 3, 2], [1], [3, 3], [3, 3]) == result_a
def test_memoize_multiple_arg_kwarg_delete(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b, c=None, d=None):
if c is None:
c = [1, 1]
if d is None:
d = [1, 1]
return (
sum(a) + sum(b) + sum(c) + sum(d) + random.randrange(0, 100000)
) # noqa
result_a = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
cache.delete_memoized(big_foo, [5, 3, 2], [1], [3, 3], [3, 3])
result_b = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
cache.delete_memoized(big_foo, [5, 3, 2], b=[1], c=[3, 3], d=[3, 3])
result_b = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
cache.delete_memoized(big_foo, [5, 3, 2], [1], c=[3, 3], d=[3, 3])
result_a = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
cache.delete_memoized(big_foo, [5, 3, 2], b=[1], c=[3, 3], d=[3, 3])
result_a = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
cache.delete_memoized(big_foo, [5, 3, 2], [1], c=[3, 3], d=[3, 3])
result_b = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
cache.delete_memoized(big_foo, [5, 3, 2], [1], [3, 3], [3, 3])
result_a = big_foo([5, 3, 2], [1], c=[3, 3], d=[3, 3])
assert result_a != result_b
def test_memoize_kwargs_to_args(app, cache):
with app.test_request_context():
def big_foo(a, b, c=None, d=None):
return sum(a) + sum(b) + random.randrange(0, 100000)
expected = (1, 2, "foo", "bar")
args, kwargs = cache._memoize_kwargs_to_args(big_foo, 1, 2, "foo", "bar")
assert args == expected
args, kwargs = cache._memoize_kwargs_to_args(big_foo, 2, "foo", "bar", a=1)
assert args == expected
args, kwargs = cache._memoize_kwargs_to_args(
big_foo, a=1, b=2, c="foo", d="bar"
)
assert args == expected
args, kwargs = cache._memoize_kwargs_to_args(
big_foo, d="bar", b=2, a=1, c="foo"
)
assert args == expected
args, kwargs = cache._memoize_kwargs_to_args(big_foo, 1, 2, d="bar", c="foo")
assert args == expected
def test_memoize_when_using_args_unpacking(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(*args):
return sum(args) + random.randrange(0, 100000)
result_a = big_foo(1, 2)
result_b = big_foo(1, 3)
assert big_foo(1, 2) == result_a
assert big_foo(1, 3) == result_b
assert big_foo(1, 2) != result_b
assert big_foo(1, 3) != result_a
cache.delete_memoized(big_foo)
assert big_foo(1, 2) != result_a
assert big_foo(1, 3) != result_b
def test_memoize_when_using_variable_mix_args_unpacking(app, cache):
with app.test_request_context():
@cache.memoize()
def big_foo(a, b, *args, **kwargs):
return (
sum([a, b])
+ sum(args)
+ sum(kwargs.values())
+ random.randrange(0, 100000)
)
result_a = big_foo(1, 2, 3, 4, x=2, y=5)
result_b = big_foo(4, 7, 7, 2, x=1, y=4)
assert big_foo(1, 2, 3, 4, x=2, y=5) == result_a
assert big_foo(4, 7, 7, 2, x=1, y=4) == result_b
assert big_foo(1, 2, 3, 4, x=2, y=5) != result_b
assert big_foo(4, 7, 7, 2, x=1, y=4) != result_a
cache.delete_memoized(big_foo)
assert big_foo(1, 2, 3, 4, x=2, y=5) != result_a
assert big_foo(4, 7, 7, 2, x=1, y=4) != result_b
def test_memoize_none(app, cache):
with app.test_request_context():
from collections import Counter
call_counter = Counter()
@cache.memoize(cache_none=True)
def memoize_none(param):
call_counter[param] += 1
return None
memoize_none(1)
# The memoized function should have been called
assert call_counter[1] == 1
# Next time we call the function, the value should be coming from the
# cache...
assert memoize_none(1) is None
# …thus, the call counter should remain 1
assert call_counter[1] == 1
cache.clear()
memoize_none(1)
assert call_counter[1] == 2
def test_memoize_never_accept_none(app, cache):
"""Asserting that when cache_none is False, we always
assume a None value returned from .get() means the key is not found
"""
with app.test_request_context():
from collections import Counter
call_counter = Counter()
@cache.memoize()
def memoize_none(param):
call_counter[param] += 1
return None
memoize_none(1)
# The memoized function should have been called
assert call_counter[1] == 1
# Next time we call the function, the value should be coming from the
# cache…
# But the value is None and so we treat it as uncached.
assert memoize_none(1) is None
# …thus, the call counter should increment to 2
assert call_counter[1] == 2
cache.clear()
memoize_none(1)
assert call_counter[1] == 3
def test_memoize_with_source_check_enabled(app, cache):
with app.test_request_context():
@cache.memoize(source_check=True)
def big_foo(a, b):
return str(time.time())
first_try = big_foo(5, 2)
second_try = big_foo(5, 2)
assert second_try == first_try
@cache.memoize(source_check=True)
def big_foo(a, b):
return str(time.time())
third_try = big_foo(5, 2)
assert third_try[0] != first_try
@cache.memoize(source_check=True)
def big_foo(a, b):
return str(time.time())
forth_try = big_foo(5, 2)
assert forth_try == first_try
def test_memoize_with_source_check_disabled(app, cache):
with app.test_request_context():
@cache.memoize(source_check=False)
def big_foo(a, b):
return str(time.time())
first_try = big_foo(5, 2)
second_try = big_foo(5, 2)
assert second_try == first_try
@cache.memoize(source_check=False)
def big_foo(a, b):
return time.time()
third_try = big_foo(5, 2)
assert third_try == first_try
def test_memoize_ignore_args(app, cache):
with app.test_request_context():
@cache.memoize(50, args_to_ignore=["b"])
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
result = big_foo(5, 2)
assert big_foo(5, 3) == result
def test_memoize_method_ignore_self_arg(app, cache):
with app.test_request_context():
class Foo:
@cache.memoize(50, args_to_ignore=["self"])
def big_foo(self, a, b):
return a + b + random.randrange(0, 100000)
assert Foo().big_foo(5, 2) == Foo().big_foo(5, 2)
def test_memoize_function_ignore_kwarg(app, cache):
with app.test_request_context():
@cache.memoize(50, args_to_ignore=["b"])
def big_foo(a, b):
return a + b + random.randrange(0, 100000)
assert big_foo(5, 2) == big_foo(5, b=3)
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