def test_no_privacy_sum(self):
with self.cached_session() as sess:
record1 = tf.constant([2.0, 0.0])
record2 = tf.constant([-1.0, 1.0])
query = no_privacy_query.NoPrivacySumQuery()
query_result = _run_query(query, [record1, record2])
result = sess.run(query_result)
expected = [1.0, 1.0]
self.assertAllClose(result, expected)
def test_no_privacy_weighted_sum(self):
with self.cached_session() as sess:
record1 = tf.constant([2.0, 0.0])
record2 = tf.constant([-1.0, 1.0])
weights = [1, 2]
query = no_privacy_query.NoPrivacySumQuery()
query_result, _ = test_utils.run_query(query, [record1, record2],
weights=weights)
result = sess.run(query_result)
expected = [0.0, 2.0]
self.assertAllClose(result, expected)
def test_incompatible_records(self, record1, record2, error_type):
query = no_privacy_query.NoPrivacySumQuery()
with self.assertRaises(error_type):
_run_query(query, [record1, record2])