zipline/tests/test_memoize.py
Richard Frank 5254b273b2 PERF: Reimplemented remember_last with a weak_lru_cache
which won't leak instances whose methods have been decorated

(specifically DataPortal instances)

MAINT: Not using functools32 anymore
2016-04-12 19:33:21 -04:00

96 lines
3.7 KiB
Python

"""
Tests for zipline.utils.memoize.
"""
from collections import defaultdict
import gc
from unittest import TestCase
from zipline.utils.memoize import remember_last
class TestRememberLast(TestCase):
def test_remember_last(self):
# Store the count in a list so we can mutate it from inside `func`.
call_count = [0]
@remember_last
def func(x):
call_count[0] += 1
return x
self.assertEqual((func(1), call_count[0]), (1, 1))
# Calling again with the same argument should just re-use the old
# value, which means func shouldn't get called again.
self.assertEqual((func(1), call_count[0]), (1, 1))
self.assertEqual((func(1), call_count[0]), (1, 1))
# Calling with a new value should increment the counter.
self.assertEqual((func(2), call_count[0]), (2, 2))
self.assertEqual((func(2), call_count[0]), (2, 2))
# Calling the old value should still increment the counter.
self.assertEqual((func(1), call_count[0]), (1, 3))
self.assertEqual((func(1), call_count[0]), (1, 3))
def test_remember_last_method(self):
call_count = defaultdict(int)
class clz(object):
@remember_last
def func(self, x):
call_count[(self, x)] += 1
return x
inst1 = clz()
self.assertEqual((inst1.func(1), call_count), (1, {(inst1, 1): 1}))
# Calling again with the same argument should just re-use the old
# value, which means func shouldn't get called again.
self.assertEqual((inst1.func(1), call_count), (1, {(inst1, 1): 1}))
# Calling with a new value should increment the counter.
self.assertEqual((inst1.func(2), call_count), (2, {(inst1, 1): 1,
(inst1, 2): 1}))
self.assertEqual((inst1.func(2), call_count), (2, {(inst1, 1): 1,
(inst1, 2): 1}))
# Calling the old value should still increment the counter.
self.assertEqual((inst1.func(1), call_count), (1, {(inst1, 1): 2,
(inst1, 2): 1}))
self.assertEqual((inst1.func(1), call_count), (1, {(inst1, 1): 2,
(inst1, 2): 1}))
inst2 = clz()
self.assertEqual((inst2.func(1), call_count),
(1, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 1}))
self.assertEqual((inst2.func(1), call_count),
(1, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 1}))
self.assertEqual((inst2.func(2), call_count),
(2, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 1, (inst2, 2): 1}))
self.assertEqual((inst2.func(2), call_count),
(2, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 1, (inst2, 2): 1}))
self.assertEqual((inst2.func(1), call_count),
(1, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 2, (inst2, 2): 1}))
self.assertEqual((inst2.func(1), call_count),
(1, {(inst1, 1): 2, (inst1, 2): 1,
(inst2, 1): 2, (inst2, 2): 1}))
# Remove the above references to the instances and ensure that
# remember_last has not made its own.
del inst1, inst2
call_count.clear()
while gc.collect():
pass
self.assertFalse([inst for inst in gc.get_objects()
if type(inst) == clz])