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test_bloom_filter.py
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55 lines (45 loc) · 1.75 KB
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"""BloomFilter unit tests."""
from random import random
import uuid
from splitio.engine.filters import BloomFilter
class BloomFilterTests(object):
"""StandardRecorderTests test cases."""
def test_bloom_filter_methods(self, mocker):
bloom_filter = BloomFilter()
key1 = str(uuid.uuid4())
key2 = str(uuid.uuid4())
bloom_filter.add(key1)
assert(bloom_filter.contains(key1))
assert(not bloom_filter.contains(key2))
bloom_filter.clear()
assert(not bloom_filter.contains(key1))
bloom_filter.add(key1)
bloom_filter.add(key2)
assert(bloom_filter.contains(key1))
assert(bloom_filter.contains(key2))
def test_bloom_filter_error_percentage(self, mocker):
arr_storage = []
total_sample = 20000
error_rate = 0.01
bloom_filter = BloomFilter(total_sample, error_rate)
for x in range(1, total_sample):
myuuid = str(uuid.uuid4())
bloom_filter.add(myuuid)
arr_storage.append(myuuid)
false_positive_count = 0
for x in range(1, total_sample):
y = int(random()*total_sample*5)
if y > total_sample - 2:
myuuid = str(uuid.uuid4())
if myuuid in arr_storage:
# False Negative
assert(bloom_filter.contains(myuuid))
else:
if bloom_filter.contains(myuuid):
# False Positive
false_positive_count = false_positive_count + 1
else:
myuuid = arr_storage[y]
assert(bloom_filter.contains(myuuid))
# False Negative
assert(false_positive_count/total_sample <= error_rate)