Source code for autobahn.wamp.test.test_wamp_serializer

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import os
import unittest
import random
import decimal
from decimal import Decimal

from autobahn.wamp import message
from autobahn.wamp import role
from autobahn.wamp import serializer


[docs]def generate_test_messages(): """ List of WAMP test message used for serializers. Expand this if you add more options or messages. This list of WAMP message does not contain any binary app payloads! """ some_bytes = os.urandom(32) some_unicode = '\u3053\u3093\u306b\u3061\u306f\u4e16\u754c' some_uri = 'com.myapp.foobar' some_unicode_uri = 'com.myapp.\u4f60\u597d\u4e16\u754c.baz' some_args = [1, 2, 3, 'hello', some_bytes, some_unicode, {'foo': 23, 'bar': 'hello', 'baz': some_bytes, 'moo': some_unicode}] some_kwargs = {'foo': 23, 'bar': 'hello', 'baz': some_bytes, 'moo': some_unicode, 'arr': some_args} msgs = [ message.Hello("realm1", {'subscriber': role.RoleSubscriberFeatures()}), message.Hello("realm1", {'publisher': role.RolePublisherFeatures()}), message.Hello("realm1", {'caller': role.RoleCallerFeatures()}), message.Hello("realm1", {'callee': role.RoleCalleeFeatures()}), message.Hello("realm1", { 'subscriber': role.RoleSubscriberFeatures(), 'publisher': role.RolePublisherFeatures(), 'caller': role.RoleCallerFeatures(), 'callee': role.RoleCalleeFeatures(), }), message.Goodbye(), message.Yield(123456), message.Yield(123456, args=some_args), message.Yield(123456, args=[], kwargs=some_kwargs), message.Yield(123456, args=some_args, kwargs=some_kwargs), message.Yield(123456, progress=True), message.Interrupt(123456), message.Interrupt(123456, mode=message.Interrupt.KILL), message.Invocation(123456, 789123), message.Invocation(123456, 789123, args=some_args), message.Invocation(123456, 789123, args=[], kwargs=some_kwargs), message.Invocation(123456, 789123, args=some_args, kwargs=some_kwargs), message.Invocation(123456, 789123, timeout=10000), message.Result(123456), message.Result(123456, args=some_args), message.Result(123456, args=[], kwargs=some_kwargs), message.Result(123456, args=some_args, kwargs=some_kwargs), message.Result(123456, progress=True), message.Cancel(123456), message.Cancel(123456, mode=message.Cancel.KILL), message.Call(123456, some_uri), message.Call(123456, some_uri, args=some_args), message.Call(123456, some_uri, args=[], kwargs=some_kwargs), message.Call(123456, some_uri, args=some_args, kwargs=some_kwargs), message.Call(123456, some_uri, timeout=10000), message.Call(123456, some_unicode_uri), message.Call(123456, some_unicode_uri, args=some_args), message.Call(123456, some_unicode_uri, args=[], kwargs=some_kwargs), message.Call(123456, some_unicode_uri, args=some_args, kwargs=some_kwargs), message.Call(123456, some_unicode_uri, timeout=10000), message.Unregistered(123456), message.Unregister(123456, 789123), message.Registered(123456, 789123), message.Register(123456, some_uri), message.Register(123456, some_uri, match='prefix'), message.Register(123456, some_uri, invoke='roundrobin'), message.Register(123456, some_unicode_uri), message.Register(123456, some_unicode_uri, match='prefix'), message.Register(123456, some_unicode_uri, invoke='roundrobin'), message.Event(123456, 789123), message.Event(123456, 789123, args=some_args), message.Event(123456, 789123, args=[], kwargs=some_kwargs), message.Event(123456, 789123, args=some_args, kwargs=some_kwargs), message.Event(123456, 789123, publisher=300), message.Published(123456, 789123), message.Publish(123456, some_uri), message.Publish(123456, some_uri, args=some_args), message.Publish(123456, some_uri, args=[], kwargs=some_kwargs), message.Publish(123456, some_uri, args=some_args, kwargs=some_kwargs), message.Publish(123456, some_uri, exclude_me=False, exclude=[300], eligible=[100, 200, 300]), message.Publish(123456, some_unicode_uri), message.Publish(123456, some_unicode_uri, args=some_args), message.Publish(123456, some_unicode_uri, args=[], kwargs=some_kwargs), message.Publish(123456, some_unicode_uri, args=some_args, kwargs=some_kwargs), message.Publish(123456, some_unicode_uri, exclude_me=False, exclude=[300], eligible=[100, 200, 300]), message.Unsubscribed(123456), message.Unsubscribe(123456, 789123), message.Subscribed(123456, 789123), message.Subscribe(123456, some_uri), message.Subscribe(123456, some_uri, match=message.Subscribe.MATCH_PREFIX), message.Subscribe(123456, some_unicode_uri), message.Subscribe(123456, some_unicode_uri, match=message.Subscribe.MATCH_PREFIX), message.Error(message.Call.MESSAGE_TYPE, 123456, some_uri), message.Error(message.Call.MESSAGE_TYPE, 123456, some_uri, args=some_args), message.Error(message.Call.MESSAGE_TYPE, 123456, some_uri, args=[], kwargs=some_kwargs), message.Error(message.Call.MESSAGE_TYPE, 123456, some_uri, args=some_args, kwargs=some_kwargs), message.Error(message.Call.MESSAGE_TYPE, 123456, some_unicode_uri), message.Error(message.Call.MESSAGE_TYPE, 123456, some_unicode_uri, args=some_args), message.Error(message.Call.MESSAGE_TYPE, 123456, some_unicode_uri, args=[], kwargs=some_kwargs), message.Error(message.Call.MESSAGE_TYPE, 123456, some_unicode_uri, args=some_args, kwargs=some_kwargs), message.Result(123456), message.Result(123456, args=some_args), message.Result(123456, args=some_args, kwargs=some_kwargs), ] return [(False, msg) for msg in msgs]
[docs]def generate_test_messages_binary(): """ Generate WAMP test messages which contain binary app payloads. With the JSON serializer, this currently only works on Python 3 (both CPython3 and PyPy3), because even on Python 3, we need to patch the stdlib JSON, and on Python 2, the patching would be even hackier. """ msgs = [] for binary in [b'', b'\x00', b'\30', os.urandom(4), os.urandom(16), os.urandom(128), os.urandom(256), os.urandom(512), os.urandom(1024)]: msgs.append(message.Event(123456, 789123, args=[binary])) msgs.append(message.Event(123456, 789123, args=[binary], kwargs={'foo': binary})) return [(True, msg) for msg in msgs]
[docs]def create_serializers(decimal_support=False): _serializers = [] _serializers.append(serializer.JsonSerializer(use_decimal_from_str=decimal_support)) _serializers.append(serializer.JsonSerializer(batched=True, use_decimal_from_str=decimal_support)) _serializers.append(serializer.CBORSerializer()) _serializers.append(serializer.CBORSerializer(batched=True)) if not decimal_support: # builtins.OverflowError: Integer value out of range _serializers.append(serializer.MsgPackSerializer()) _serializers.append(serializer.MsgPackSerializer(batched=True)) # roundtrip error _serializers.append(serializer.UBJSONSerializer()) _serializers.append(serializer.UBJSONSerializer(batched=True)) # FIXME: implement full FlatBuffers serializer for WAMP # WAMP-FlatBuffers currently only supports Python 3 # _serializers.append(serializer.FlatBuffersSerializer()) # _serializers.append(serializer.FlatBuffersSerializer(batched=True)) return _serializers
[docs]class TestFlatBuffersSerializer(unittest.TestCase):
[docs] def test_basic(self): messages = [ message.Event(123456, 789123, args=[1, 2, 3], kwargs={'foo': 23, 'bar': 'hello'}, publisher=666, retained=True), message.Publish(123456, 'com.example.topic1', args=[1, 2, 3], kwargs={'foo': 23, 'bar': 'hello'}, retain=True) ] ser = serializer.FlatBuffersSerializer() # from pprint import pprint for msg in messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again msg2 = ser.unserialize(payload, binary)[0] # pprint(msg.marshal()) # pprint(msg2.marshal()) # must be equal: message roundtrips via the serializer self.assertEqual(msg, msg2)
# self.assertEqual(msg.subscription, msg2.subscription) # self.assertEqual(msg.publication, msg2.publication)
[docs]class TestDecimalSerializer(unittest.TestCase): """ binary fixed-point binary floating-point: float (float32), double (float64) decimal floating-point: decimal128, decimal256 decimal fixed-point: NUMERIC(precision, scale) decimal arbitrary precision: NUMERIC, decimal.Decimal https://developer.nvidia.com/blog/implementing-high-precision-decimal-arithmetic-with-cuda-int128/ https://github.com/johnmcfarlane/cnl """
[docs] def setUp(self) -> None: self._test_serializers = create_serializers(decimal_support=True) # enough for decimal256 precision arithmetic (76 significand decimal digits) decimal.getcontext().prec = 76 self._test_messages_no_dec = [ (True, { 'a': random.random(), 'b': random.randint(0, 2 ** 53), 'c': random.randint(0, 2 ** 64), 'd': random.randint(0, 2 ** 128), 'e': random.randint(0, 2 ** 256), # float64: 52 binary digits, precision of 15-17 significant decimal digits 'f': 0.12345678901234567, 'g': 0.8765432109876545, 'y': os.urandom(8), 'z': [ -1, 0, 1, True, None, 0.12345678901234567, 0.8765432109876545, os.urandom(8) ] }) ] self._test_messages_dec = [ (True, { 'a': random.random(), 'b': random.randint(0, 2 ** 53), 'c': random.randint(0, 2 ** 64), 'd': random.randint(0, 2 ** 128), 'e': random.randint(0, 2 ** 256), # float64: 52 binary digits, precision of 15-17 significant decimal digits 'f': 0.12345678901234567, 'g': 0.8765432109876545, # decimal128: precision of 38 significant decimal digits 'h': Decimal('0.1234567890123456789012345678901234567'), 'i': Decimal('0.8765432109876543210987654321098765434'), # decimal256: precision of 76 significant decimal digits 'j': Decimal('0.123456789012345678901234567890123456701234567890123456789012345678901234567'), 'k': Decimal('0.876543210987654321098765432109876543298765432109876543210987654321098765434'), 'y': os.urandom(8), 'z': [ -1, 0, 1, True, None, 0.12345678901234567, 0.8765432109876545, Decimal('0.1234567890123456789012345678901234567'), Decimal('0.8765432109876543210987654321098765434'), Decimal('0.123456789012345678901234567890123456701234567890123456789012345678901234567'), Decimal('0.876543210987654321098765432109876543298765432109876543210987654321098765434'), os.urandom(8) ] }) ]
[docs] def test_json_no_decimal(self): """ Test without ``use_decimal_from_str`` feature of JSON object serializer. """ ser = serializer.JsonObjectSerializer(use_decimal_from_str=False) for contains_binary, obj in self._test_messages_no_dec: _obj = ser.unserialize(ser.serialize(obj))[0] self.assertEqual(obj, _obj) self.assertEqual(1.0000000000000002, _obj['f'] + _obj['g'])
[docs] def test_json_decimal(self): """ Test ``use_decimal_from_str`` feature of JSON object serializer. """ ser = serializer.JsonObjectSerializer(use_decimal_from_str=True) for contains_binary, obj in self._test_messages_dec: _obj = ser.unserialize(ser.serialize(obj))[0] self.assertEqual(obj, _obj) self.assertEqual(1.0000000000000002, _obj['f'] + _obj['g']) self.assertEqual(Decimal('1.0000000000000000000000000000000000001'), _obj['h'] + _obj['i']) self.assertEqual(Decimal('1.000000000000000000000000000000000000000000000000000000000000000000000000001'), _obj['j'] + _obj['k'])
[docs] def test_roundtrip_msg(self): for wamp_ser in self._test_serializers: ser = wamp_ser._serializer for contains_binary, msg in self._test_messages_no_dec + self._test_messages_dec: payload = ser.serialize(msg) msg2 = ser.unserialize(payload) self.assertEqual(msg, msg2[0])
[docs] def test_crosstrip_msg(self): for wamp_ser1 in self._test_serializers: ser1 = wamp_ser1._serializer for contains_binary, msg in self._test_messages_no_dec + self._test_messages_dec: payload1 = ser1.serialize(msg) msg1 = ser1.unserialize(payload1) msg1 = msg1[0] for wamp_ser2 in self._test_serializers: ser2 = wamp_ser2._serializer payload2 = ser2.serialize(msg1) msg2 = ser2.unserialize(payload2) msg2 = msg2[0] self.assertEqual(msg, msg2)
# print(ser1, len(payload1), ser2, len(payload2))
[docs]class TestSerializer(unittest.TestCase):
[docs] def setUp(self): self._test_messages = generate_test_messages() + generate_test_messages_binary() self._test_serializers = create_serializers()
# print('Testing WAMP serializers {} with {} WAMP test messages'.format([ser.SERIALIZER_ID for ser in self._test_serializers], len(self._test_messages)))
[docs] def test_deep_equal_msg(self): """ Test deep object equality assert (because I am paranoid). """ v = os.urandom(10) o1 = [1, 2, {'foo': 'bar', 'bar': v, 'baz': [9, 3, 2], 'goo': {'moo': [1, 2, 3]}}, v] o2 = [1, 2, {'goo': {'moo': [1, 2, 3]}, 'bar': v, 'baz': [9, 3, 2], 'foo': 'bar'}, v] self.assertEqual(o1, o2)
[docs] def test_roundtrip_msg(self): """ Test round-tripping over each serializer. """ for ser in self._test_serializers: for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again msg2 = ser.unserialize(payload, binary) # must be equal: message roundtrips via the serializer self.assertEqual([msg], msg2)
[docs] def test_crosstrip_msg(self): """ Test cross-tripping over 2 serializers (as is done by WAMP routers). """ for ser1 in self._test_serializers: for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser1.serialize(msg) # unserialize message again msg1 = ser1.unserialize(payload, binary) msg1 = msg1[0] for ser2 in self._test_serializers: # serialize message payload, binary = ser2.serialize(msg1) # unserialize message again msg2 = ser2.unserialize(payload, binary) # must be equal: message crosstrips via # the serializers ser1 -> ser2 self.assertEqual([msg], msg2)
[docs] def test_cache_msg(self): """ Test message serialization caching. """ for contains_binary, msg in self._test_messages: # message serialization cache is initially empty self.assertEqual(msg._serialized, {}) for ser in self._test_serializers: # verify message serialization is not yet cached self.assertFalse(ser._serializer in msg._serialized) payload, binary = ser.serialize(msg) # now the message serialization must be cached self.assertTrue(ser._serializer in msg._serialized) self.assertEqual(msg._serialized[ser._serializer], payload) # and after resetting the serialization cache, message # serialization is gone msg.uncache() self.assertFalse(ser._serializer in msg._serialized)
[docs] def test_initial_stats(self): """ Test initial serializer stats are indeed empty. """ for ser in self._test_serializers: stats = ser.stats(details=True) self.assertEqual(stats['serialized']['bytes'], 0) self.assertEqual(stats['serialized']['messages'], 0) self.assertEqual(stats['serialized']['rated_messages'], 0) self.assertEqual(stats['unserialized']['bytes'], 0) self.assertEqual(stats['unserialized']['messages'], 0) self.assertEqual(stats['unserialized']['rated_messages'], 0)
[docs] def test_serialize_stats(self): """ Test serializer stats are non-empty after serializing/unserializing messages. """ for ser in self._test_serializers: for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again ser.unserialize(payload, binary) stats = ser.stats(details=False) self.assertTrue(stats['bytes'] > 0) self.assertTrue(stats['messages'] > 0) self.assertTrue(stats['rated_messages'] > 0)
[docs] def test_serialize_stats_with_details(self): """ Test serializer stats - with details - are non-empty after serializing/unserializing messages. """ for ser in self._test_serializers: for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again ser.unserialize(payload, binary) stats = ser.stats(details=True) # {'serialized': {'bytes': 7923, 'messages': 59, 'rated_messages': 69}, 'unserialized': {'bytes': 7923, 'messages': 59, 'rated_messages': 69}} # print(stats) self.assertTrue(stats['serialized']['bytes'] > 0) self.assertTrue(stats['serialized']['messages'] > 0) self.assertTrue(stats['serialized']['rated_messages'] > 0) self.assertTrue(stats['unserialized']['bytes'] > 0) self.assertTrue(stats['unserialized']['messages'] > 0) self.assertTrue(stats['unserialized']['rated_messages'] > 0) self.assertEqual(stats['serialized']['bytes'], stats['unserialized']['bytes']) self.assertEqual(stats['serialized']['messages'], stats['unserialized']['messages']) self.assertEqual(stats['serialized']['rated_messages'], stats['unserialized']['rated_messages'])
[docs] def test_reset_stats(self): """ Test serializer stats are reset after fetching stats - depending on option. """ for ser in self._test_serializers: for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again ser.unserialize(payload, binary) ser.stats() stats = ser.stats(details=True) self.assertEqual(stats['serialized']['bytes'], 0) self.assertEqual(stats['serialized']['messages'], 0) self.assertEqual(stats['serialized']['rated_messages'], 0) self.assertEqual(stats['unserialized']['bytes'], 0) self.assertEqual(stats['unserialized']['messages'], 0) self.assertEqual(stats['unserialized']['rated_messages'], 0)
[docs] def test_auto_stats(self): """ Test serializer stats are non-empty after serializing/unserializing messages. """ for ser in self._test_serializers: def on_stats(stats): self.assertTrue(stats['bytes'] > 0) self.assertTrue(stats['messages'] > 0) self.assertTrue(stats['rated_messages'] > 0) ser.set_stats_autoreset(10, 0, on_stats) for contains_binary, msg in self._test_messages: # serialize message payload, binary = ser.serialize(msg) # unserialize message again ser.unserialize(payload, binary)