def test_sample(self):
"""Test DefaultAdapters `sample` method."""
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage,
shard_size=2) # dump every other entry
adapter.connect()
adapter.process(data=[DOCUMENT] *
15) # should create 5 shards + 1 meta file
# small sample size -- draw from buffer
self.assertGreater(len(adapter._data), 0)
sample = adapter.sample(sample_size=1)
self.assertEqual(len(sample), 1)
self.assertIsInstance(sample[0], Document)
# ---
# bigger sample size
sample = adapter.sample(sample_size=5)
self.assertEqual(len(sample), 5)
self.assertTrue(all([isinstance(s, Document) for s in sample]))
# ---
# too big
with self.assertRaises(ValueError):
adapter.sample(sample_size=20)
def test_connect(self):
"""Test DefaultAdapters `connect` method."""
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter()
adapter.connect(storage=tmp_storage)
self.assertTrue(adapter.storage)
def test__decode(self):
"""Test DefaultAdapters `_decode` method."""
identifier = '0x10101'
year_set = DefaultAdapter()._decode(identifier)
# sanity check
self.assertIsInstance(year_set, set)
self.assertEqual(len(year_set), 3)
# exact check
self.assertEqual(year_set, {'2004', '2012', '2020'})
def test_find(self):
"""Test DefaultAdapters `find` method."""
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage)
adapter.connect()
adapter.process(data=[DOCUMENT] * 10)
# invalid key
# with self.assertRaises(ValueError):
# _ = list(adapter.find({'wrong-key': 'non-existing'}))
# not finding anything
collection = list(adapter.find({'cve.id_': 'non-existing'}))
self.assertEqual(len(collection), 0)
# find specific id
collection = list(adapter.find({'cve.id_': 'CVE-2015-0001'}))
self.assertEqual(len(collection), 10)
# multiple selectors
collection = list(
adapter.find({
'cve.id_': 'CVE-2015-0001',
'impact.impact_score': 2.9
}))
self.assertEqual(len(collection), 10)
# special selector
collection = list(
adapter.find({'cve.id_': selectors.match('CVE-2015-0001')}))
self.assertEqual(len(collection), 10)
# ---
# array access
collection = list(
adapter.find({'cve.affects.data.vendor_name': 'microsoft'}))
self.assertEqual(len(collection), 10)
# array access
collection = list(
adapter.find(
{'cve.affects.data.product_name': selectors.match('windows')}))
self.assertEqual(len(collection), 0)
collection = list(
adapter.find(
{'cve.affects.data.product_name':
selectors.search('windows')}))
self.assertEqual(len(collection), 10)
def test_process(self):
"""Test DefaultAdapters `process` and `cache` methods."""
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage)
adapter.connect()
adapter.process(data=[DOCUMENT])
# small sample, dump will not be called
self.assertTrue(adapter._data)
self.assertTrue(adapter._meta)
self.assertIn(DOCUMENT.cve.id_, adapter._cve_meta)
# meta has been created
self.assertIn('.meta', os.listdir(tmp_storage))
# dump has been not created
self.assertFalse(
any([not f.startswith('.') for f in os.listdir(tmp_storage)]))
# ---
# dump shard
adapter.dump_shard()
# dump has been created
self.assertEqual(len(os.listdir(tmp_storage)), 2)
# meta not empty
with open(os.path.join(tmp_storage, '.meta'), 'r') as f:
self.assertTrue(f.read())
# ---
# test dumping multiple shards
# create new storage for clear env
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage,
shard_size=2) # cache every other entry
adapter.connect()
adapter.process(data=[DOCUMENT] *
10) # should create 5 shards + 1 meta file
self.assertEqual(len(os.listdir(tmp_storage)), 6)
def test___init__(self):
"""Test DefaultAdapters initialization."""
adapter = DefaultAdapter()
self.assertIsInstance(adapter, DefaultAdapter)
def test__encode(self):
"""Test DefaultAdapters `_encode` method."""
years = ['2002', '2010', '2018']
encoded_mask = DefaultAdapter()._encode(years)
self.assertEqual(encoded_mask, '0x10101')
def test_cursor(self):
"""Test DefaultAdapters `cursor` method."""
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage)
adapter.connect()
adapter.process(data=[DOCUMENT])
# ---
# default (single Document), in-memory
cursor = adapter.cursor()
self.assertIsInstance(cursor.next(), Document)
# batch
cursor = adapter.cursor()
batch = cursor.next_batch(batch_size=5)
self.assertIsInstance(batch, list)
# first entry should be the Document itself
self.assertTrue(batch[0])
# rest should be None (preserve consistency)
self.assertTrue(not any(batch[1:]))
self.assertEqual(len(batch), 5)
# ---
# test cursor over persistent storage files
# create new storage for clear env
tmp_storage = tempfile.mkdtemp(prefix='tests_', suffix='_adapters')
adapter = DefaultAdapter(storage=tmp_storage,
shard_size=2) # dump every other entry
adapter.connect()
adapter.process(data=[DOCUMENT] *
10) # should create 5 shards + 1 meta file
self.assertEqual(len(os.listdir(tmp_storage)), 6)
# different initialization
cursor = adapter.cursor()
cursor.batch_size(5)
batch = cursor.next_batch()
self.assertTrue(all(batch))
self.assertEqual(len(batch), 5)