Пример #1
0
class TestStatsPrinting(LocustTestCase):
    def setUp(self):
        super().setUp()

        self.stats = RequestStats()
        for i in range(100):
            for method, name, freq in [
                (
                    "GET",
                    "test_entry",
                    5,
                ),
                (
                    "DELETE",
                    "test" * int((STATS_NAME_WIDTH - STATS_TYPE_WIDTH + 4) / len("test")),
                    3,
                ),
            ]:
                self.stats.log_request(method, name, i, 2000 + i)
                if i % freq == 0:
                    self.stats.log_error(method, name, RuntimeError(f"{method} error"))

    def test_print_percentile_stats(self):
        locust.stats.print_percentile_stats(self.stats)
        info = self.mocked_log.info
        self.assertEqual(8, len(info))
        self.assertEqual("Response time percentiles (approximated)", info[0])
        # check that headline contains same number of column as the value rows
        headlines = info[1].replace("# reqs", "#reqs").split()
        self.assertEqual(len(headlines), len(info[3].split()))
        self.assertEqual(len(headlines) - 1, len(info[-2].split()))  # Aggregated, no "Type"
        self.assertEqual(info[2], info[-3])  # table ascii separators

    def test_print_stats(self):
        locust.stats.print_stats(self.stats)
        info = self.mocked_log.info
        self.assertEqual(7, len(info))

        headlines = info[0].replace("# ", "#").split()

        # check number of columns in separator
        self.assertEqual(len(headlines), len(info[1].split("|")) + 2)
        # check entry row
        self.assertEqual(len(headlines), len(info[2].split()))
        # check aggregated row, which is missing value in "type"-column
        self.assertEqual(len(headlines) - 1, len(info[-2].split()))
        # table ascii separators
        self.assertEqual(info[1], info[-3])

    def test_print_error_report(self):
        locust.stats.print_error_report(self.stats)
        info = self.mocked_log.info
        self.assertEqual(7, len(info))
        self.assertEqual("Error report", info[0])

        headlines = info[1].replace("# ", "#").split()
        # check number of columns in headlines vs table ascii separator
        self.assertEqual(len(headlines), len(info[2].split("|")))
        # table ascii seprators
        self.assertEqual(info[2], info[-2])
Пример #2
0
 def test_print_percentile_stats(self):
     stats = RequestStats()
     for i in range(100):
         stats.log_request("GET", "test_entry", i, 2000+i)
     locust.stats.print_percentile_stats(stats)
     info = self.mocked_log.info
     self.assertEqual(7, len(info))
     # check that headline contains same number of column as the value rows
     headlines = info[1].replace("# reqs", "#reqs").split()
     self.assertEqual(len(headlines), len(info[3].split()))
     self.assertEqual(len(headlines), len(info[5].split()))
Пример #3
0
 def test_master_current_response_times(self):
     import mock
     
     class MyTestLocust(Locust):
         pass
     
     start_time = 1
     with mock.patch("time.time") as mocked_time:
         mocked_time.return_value = start_time
         global_stats.reset_all()
         with mock.patch("locust.rpc.rpc.Server", mocked_rpc_server()) as server:
             master = MasterLocustRunner(MyTestLocust, self.options)
             mocked_time.return_value += 1
             server.mocked_send(Message("client_ready", None, "fake_client"))
             stats = RequestStats()
             stats.log_request("GET", "/1", 100, 3546)
             stats.log_request("GET", "/1", 800, 56743)
             server.mocked_send(Message("stats", {
                 "stats":stats.serialize_stats(),
                 "stats_total": stats.total.get_stripped_report(),
                 "errors":stats.serialize_errors(),
                 "user_count": 1,
             }, "fake_client"))
             mocked_time.return_value += 1
             stats2 = RequestStats()
             stats2.log_request("GET", "/2", 400, 2201)
             server.mocked_send(Message("stats", {
                 "stats":stats2.serialize_stats(),
                 "stats_total": stats2.total.get_stripped_report(),
                 "errors":stats2.serialize_errors(),
                 "user_count": 2,
             }, "fake_client"))
             mocked_time.return_value += 4
             self.assertEqual(400, master.stats.total.get_current_response_time_percentile(0.5))
             self.assertEqual(800, master.stats.total.get_current_response_time_percentile(0.95))
             
             # let 10 second pass, do some more requests, send it to the master and make
             # sure the current response time percentiles only accounts for these new requests
             mocked_time.return_value += 10
             stats.log_request("GET", "/1", 20, 1)
             stats.log_request("GET", "/1", 30, 1)
             stats.log_request("GET", "/1", 3000, 1)
             server.mocked_send(Message("stats", {
                 "stats":stats.serialize_stats(),
                 "stats_total": stats.total.get_stripped_report(),
                 "errors":stats.serialize_errors(),
                 "user_count": 2,
             }, "fake_client"))
             self.assertEqual(30, master.stats.total.get_current_response_time_percentile(0.5))
             self.assertEqual(3000, master.stats.total.get_current_response_time_percentile(0.95))
Пример #4
0
 def test_master_current_response_times(self):
     class MyTestLocust(Locust):
         pass
     
     start_time = 1
     with mock.patch("time.time") as mocked_time:
         mocked_time.return_value = start_time
         global_stats.reset_all()
         with mock.patch("locust.rpc.rpc.Server", mocked_rpc()) as server:
             master = MasterLocustRunner(MyTestLocust, self.options)
             mocked_time.return_value += 1.0234
             server.mocked_send(Message("client_ready", None, "fake_client"))
             stats = RequestStats()
             stats.log_request("GET", "/1", 100, 3546)
             stats.log_request("GET", "/1", 800, 56743)
             server.mocked_send(Message("stats", {
                 "stats":stats.serialize_stats(),
                 "stats_total": stats.total.get_stripped_report(),
                 "errors":stats.serialize_errors(),
                 "user_count": 1,
             }, "fake_client"))
             mocked_time.return_value += 1
             stats2 = RequestStats()
             stats2.log_request("GET", "/2", 400, 2201)
             server.mocked_send(Message("stats", {
                 "stats":stats2.serialize_stats(),
                 "stats_total": stats2.total.get_stripped_report(),
                 "errors":stats2.serialize_errors(),
                 "user_count": 2,
             }, "fake_client"))
             mocked_time.return_value += 4
             self.assertEqual(400, master.stats.total.get_current_response_time_percentile(0.5))
             self.assertEqual(800, master.stats.total.get_current_response_time_percentile(0.95))
             
             # let 10 second pass, do some more requests, send it to the master and make
             # sure the current response time percentiles only accounts for these new requests
             mocked_time.return_value += 10.10023
             stats.log_request("GET", "/1", 20, 1)
             stats.log_request("GET", "/1", 30, 1)
             stats.log_request("GET", "/1", 3000, 1)
             server.mocked_send(Message("stats", {
                 "stats":stats.serialize_stats(),
                 "stats_total": stats.total.get_stripped_report(),
                 "errors":stats.serialize_errors(),
                 "user_count": 2,
             }, "fake_client"))
             self.assertEqual(30, master.stats.total.get_current_response_time_percentile(0.5))
             self.assertEqual(3000, master.stats.total.get_current_response_time_percentile(0.95))
Пример #5
0
 def test_master_total_stats(self):
     class MyTestLocust(Locust):
         pass
     
     with mock.patch("locust.rpc.rpc.Server", mocked_rpc()) as server:
         master = MasterLocustRunner(MyTestLocust, self.options)
         server.mocked_send(Message("client_ready", None, "fake_client"))
         stats = RequestStats()
         stats.log_request("GET", "/1", 100, 3546)
         stats.log_request("GET", "/1", 800, 56743)
         stats2 = RequestStats()
         stats2.log_request("GET", "/2", 700, 2201)
         server.mocked_send(Message("stats", {
             "stats":stats.serialize_stats(), 
             "stats_total": stats.total.serialize(),
             "errors":stats.serialize_errors(),
             "user_count": 1,
         }, "fake_client"))
         server.mocked_send(Message("stats", {
             "stats":stats2.serialize_stats(), 
             "stats_total": stats2.total.serialize(),
             "errors":stats2.serialize_errors(),
             "user_count": 2,
         }, "fake_client"))
         self.assertEqual(700, master.stats.total.median_response_time)
Пример #6
0
 def test_master_total_stats(self):
     import mock
     
     class MyTestLocust(Locust):
         pass
     
     with mock.patch("locust.rpc.rpc.Server", mocked_rpc_server()) as server:
         master = MasterLocustRunner(MyTestLocust, self.options)
         server.mocked_send(Message("client_ready", None, "fake_client"))
         stats = RequestStats()
         stats.log_request("GET", "/1", 100, 3546)
         stats.log_request("GET", "/1", 800, 56743)
         stats2 = RequestStats()
         stats2.log_request("GET", "/2", 700, 2201)
         server.mocked_send(Message("stats", {
             "stats":stats.serialize_stats(), 
             "stats_total": stats.total.serialize(),
             "errors":stats.serialize_errors(),
             "user_count": 1,
         }, "fake_client"))
         server.mocked_send(Message("stats", {
             "stats":stats2.serialize_stats(), 
             "stats_total": stats2.total.serialize(),
             "errors":stats2.serialize_errors(),
             "user_count": 2,
         }, "fake_client"))
         self.assertEqual(700, master.stats.total.median_response_time)
Пример #7
0
class TestRequestStats(unittest.TestCase):
    def setUp(self):
        self.stats = RequestStats()

        def log(response_time, size):
            self.stats.log_request("GET", "test_entry", response_time, size)

        def log_error(exc):
            self.stats.log_error("GET", "test_entry", exc)

        log(45, 1)
        log(135, 1)
        log(44, 1)
        log(None, 1)
        log_error(Exception("dummy fail"))
        log_error(Exception("dummy fail"))
        log(375, 1)
        log(601, 1)
        log(35, 1)
        log(79, 1)
        log(None, 1)
        log_error(Exception("dummy fail"))
        self.s = self.stats.get("test_entry", "GET")

    def test_percentile(self):
        s = StatsEntry(self.stats, "percentile_test", "GET")
        for x in xrange(100):
            s.log(x, 0)

        self.assertEqual(s.get_response_time_percentile(0.5), 50)
        self.assertEqual(s.get_response_time_percentile(0.6), 60)
        self.assertEqual(s.get_response_time_percentile(0.95), 95)

    def test_median(self):
        self.assertEqual(self.s.median_response_time, 79)

    def test_median_out_of_min_max_bounds(self):
        s = StatsEntry(self.stats, "median_test", "GET")
        s.log(6034, 0)
        self.assertEqual(s.median_response_time, 6034)
        s.reset()
        s.log(6099, 0)
        self.assertEqual(s.median_response_time, 6099)

    def test_total_rps(self):
        self.assertEqual(self.s.total_rps, 9)

    def test_current_rps(self):
        self.stats.total.last_request_timestamp = int(time.time()) + 4
        self.assertEqual(self.s.current_rps, 4.5)

        self.stats.total.last_request_timestamp = int(time.time()) + 25
        self.assertEqual(self.s.current_rps, 0)

    def test_current_fail_per_sec(self):
        self.stats.total.last_request_timestamp = int(time.time()) + 4
        self.assertEqual(self.s.current_fail_per_sec, 1.5)

        self.stats.total.last_request_timestamp = int(time.time()) + 12
        self.assertEqual(self.s.current_fail_per_sec, 0.3)

        self.stats.total.last_request_timestamp = int(time.time()) + 25
        self.assertEqual(self.s.current_fail_per_sec, 0)

    def test_num_reqs_fails(self):
        self.assertEqual(self.s.num_requests, 9)
        self.assertEqual(self.s.num_failures, 3)

    def test_avg(self):
        self.assertEqual(self.s.avg_response_time, 187.71428571428572)

    def test_total_content_length(self):
        self.assertEqual(self.s.total_content_length, 9)

    def test_reset(self):
        self.s.reset()
        self.s.log(756, 0)
        self.s.log_error(Exception("dummy fail after reset"))
        self.s.log(85, 0)

        self.assertEqual(self.s.total_rps, 2)
        self.assertEqual(self.s.num_requests, 2)
        self.assertEqual(self.s.num_failures, 1)
        self.assertEqual(self.s.avg_response_time, 420.5)
        self.assertEqual(self.s.median_response_time, 85)
        self.assertNotEqual(None, self.s.last_request_timestamp)
        self.s.reset()
        self.assertEqual(None, self.s.last_request_timestamp)

    def test_avg_only_none(self):
        self.s.reset()
        self.s.log(None, 123)
        self.assertEqual(self.s.avg_response_time, 0)
        self.assertEqual(self.s.median_response_time, 0)
        self.assertEqual(self.s.get_response_time_percentile(0.5), 0)

    def test_reset_min_response_time(self):
        self.s.reset()
        self.s.log(756, 0)
        self.assertEqual(756, self.s.min_response_time)

    def test_aggregation(self):
        s1 = StatsEntry(self.stats, "aggregate me!", "GET")
        s1.log(12, 0)
        s1.log(12, 0)
        s1.log(38, 0)
        s1.log_error("Dummy exzeption")

        s2 = StatsEntry(self.stats, "aggregate me!", "GET")
        s2.log_error("Dummy exzeption")
        s2.log_error("Dummy exzeption")
        s2.log(12, 0)
        s2.log(99, 0)
        s2.log(14, 0)
        s2.log(55, 0)
        s2.log(38, 0)
        s2.log(55, 0)
        s2.log(97, 0)

        s = StatsEntry(self.stats, "GET", "")
        s.extend(s1)
        s.extend(s2)

        self.assertEqual(s.num_requests, 10)
        self.assertEqual(s.num_failures, 3)
        self.assertEqual(s.median_response_time, 38)
        self.assertEqual(s.avg_response_time, 43.2)

    def test_aggregation_with_rounding(self):
        s1 = StatsEntry(self.stats, "round me!", "GET")
        s1.log(122, 0)  # (rounded 120) min
        s1.log(992, 0)  # (rounded 990) max
        s1.log(142, 0)  # (rounded 140)
        s1.log(552, 0)  # (rounded 550)
        s1.log(557, 0)  # (rounded 560)
        s1.log(387, 0)  # (rounded 390)
        s1.log(557, 0)  # (rounded 560)
        s1.log(977, 0)  # (rounded 980)

        self.assertEqual(s1.num_requests, 8)
        self.assertEqual(s1.median_response_time, 550)
        self.assertEqual(s1.avg_response_time, 535.75)
        self.assertEqual(s1.min_response_time, 122)
        self.assertEqual(s1.max_response_time, 992)

    def test_aggregation_min_response_time(self):
        s1 = StatsEntry(self.stats, "min", "GET")
        s1.log(10, 0)
        self.assertEqual(10, s1.min_response_time)
        s2 = StatsEntry(self.stats, "min", "GET")
        s1.extend(s2)
        self.assertEqual(10, s1.min_response_time)

    def test_aggregation_last_request_timestamp(self):
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.extend(s2)
        self.assertEqual(None, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.last_request_timestamp = 666
        s1.extend(s2)
        self.assertEqual(666, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s2.last_request_timestamp = 666
        s1.extend(s2)
        self.assertEqual(666, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.last_request_timestamp = 666
        s1.last_request_timestamp = 700
        s1.extend(s2)
        self.assertEqual(700, s1.last_request_timestamp)

    def test_percentile_rounded_down(self):
        s1 = StatsEntry(self.stats, "rounding down!", "GET")
        s1.log(122, 0)  # (rounded 120) min
        actual_percentile = s1.percentile()
        self.assertEqual(
            actual_percentile,
            " GET rounding down!                                                  1    120    120    120    120    120    120    120    120    120    120    120"
        )

    def test_percentile_rounded_up(self):
        s2 = StatsEntry(self.stats, "rounding up!", "GET")
        s2.log(127, 0)  # (rounded 130) min
        actual_percentile = s2.percentile()
        self.assertEqual(
            actual_percentile,
            " GET rounding up!                                                    1    130    130    130    130    130    130    130    130    130    130    130"
        )

    def test_error_grouping(self):
        # reset stats
        self.stats = RequestStats()

        self.stats.log_error("GET", "/some-path", Exception("Exception!"))
        self.stats.log_error("GET", "/some-path", Exception("Exception!"))

        self.assertEqual(1, len(self.stats.errors))
        self.assertEqual(2, list(self.stats.errors.values())[0].occurrences)

        self.stats.log_error("GET", "/some-path",
                             Exception("Another exception!"))
        self.stats.log_error("GET", "/some-path",
                             Exception("Another exception!"))
        self.stats.log_error("GET", "/some-path",
                             Exception("Third exception!"))
        self.assertEqual(3, len(self.stats.errors))

    def test_error_grouping_errors_with_memory_addresses(self):
        # reset stats
        self.stats = RequestStats()

        class Dummy(object):
            pass

        self.stats.log_error("GET", "/",
                             Exception("Error caused by %r" % Dummy()))
        self.assertEqual(1, len(self.stats.errors))

    def test_serialize_through_message(self):
        """
        Serialize a RequestStats instance, then serialize it through a Message, 
        and unserialize the whole thing again. This is done "IRL" when stats are sent 
        from slaves to master.
        """
        s1 = StatsEntry(self.stats, "test", "GET")
        s1.log(10, 0)
        s1.log(20, 0)
        s1.log(40, 0)
        u1 = StatsEntry.unserialize(s1.serialize())

        data = Message.unserialize(
            Message("dummy", s1.serialize(), "none").serialize()).data
        u1 = StatsEntry.unserialize(data)

        self.assertEqual(20, u1.median_response_time)
Пример #8
0
class TestRequestStats(unittest.TestCase):
    def setUp(self):
        locust.stats.PERCENTILES_TO_REPORT = PERCENTILES_TO_REPORT
        self.stats = RequestStats()

        def log(response_time, size):
            self.stats.log_request("GET", "test_entry", response_time, size)

        def log_error(exc):
            self.stats.log_error("GET", "test_entry", exc)

        log(45, 1)
        log(135, 1)
        log(44, 1)
        log(None, 1)
        log_error(Exception("dummy fail"))
        log_error(Exception("dummy fail"))
        log(375, 1)
        log(601, 1)
        log(35, 1)
        log(79, 1)
        log(None, 1)
        log_error(Exception("dummy fail"))
        self.s = self.stats.get("test_entry", "GET")

    def test_percentile(self):
        s = StatsEntry(self.stats, "percentile_test", "GET")
        for x in range(100):
            s.log(x, 0)

        self.assertEqual(s.get_response_time_percentile(0.5), 50)
        self.assertEqual(s.get_response_time_percentile(0.6), 60)
        self.assertEqual(s.get_response_time_percentile(0.95), 95)

    def test_median(self):
        self.assertEqual(self.s.median_response_time, 79)

    def test_median_out_of_min_max_bounds(self):
        s = StatsEntry(self.stats, "median_test", "GET")
        s.log(6034, 0)
        self.assertEqual(s.median_response_time, 6034)
        s.reset()
        s.log(6099, 0)
        self.assertEqual(s.median_response_time, 6099)

    def test_total_rps(self):
        self.stats.log_request("GET", "other_endpoint", 1337, 1337)
        s2 = self.stats.get("other_endpoint", "GET")
        s2.start_time = 2.0
        s2.last_request_timestamp = 6.0
        self.s.start_time = 1.0
        self.s.last_request_timestamp = 4.0
        self.stats.total.start_time = 1.0
        self.stats.total.last_request_timestamp = 6.0
        self.assertEqual(self.s.total_rps, 9 / 5.0)
        self.assertAlmostEqual(s2.total_rps, 1 / 5.0)
        self.assertEqual(self.stats.total.total_rps, 10 / 5.0)

    def test_rps_less_than_one_second(self):
        s = StatsEntry(self.stats, "percentile_test", "GET")
        for i in range(10):
            s.log(i, 0)
        self.assertGreater(s.total_rps, 10)

    def test_current_rps(self):
        self.stats.total.last_request_timestamp = int(time.time()) + 4
        self.assertEqual(self.s.current_rps, 4.5)

        self.stats.total.last_request_timestamp = int(time.time()) + 25
        self.assertEqual(self.s.current_rps, 0)

    def test_current_fail_per_sec(self):
        self.stats.total.last_request_timestamp = int(time.time()) + 4
        self.assertEqual(self.s.current_fail_per_sec, 1.5)

        self.stats.total.last_request_timestamp = int(time.time()) + 12
        self.assertEqual(self.s.current_fail_per_sec, 0.3)

        self.stats.total.last_request_timestamp = int(time.time()) + 25
        self.assertEqual(self.s.current_fail_per_sec, 0)

    def test_num_reqs_fails(self):
        self.assertEqual(self.s.num_requests, 9)
        self.assertEqual(self.s.num_failures, 3)

    def test_avg(self):
        self.assertEqual(self.s.avg_response_time, 187.71428571428572)

    def test_total_content_length(self):
        self.assertEqual(self.s.total_content_length, 9)

    def test_reset(self):
        self.s.reset()
        self.s.log(756, 0)
        self.s.log_error(Exception("dummy fail after reset"))
        self.s.log(85, 0)

        self.assertGreater(self.s.total_rps, 2)
        self.assertEqual(self.s.num_requests, 2)
        self.assertEqual(self.s.num_failures, 1)
        self.assertEqual(self.s.avg_response_time, 420.5)
        self.assertEqual(self.s.median_response_time, 85)
        self.assertNotEqual(None, self.s.last_request_timestamp)
        self.s.reset()
        self.assertEqual(None, self.s.last_request_timestamp)

    def test_avg_only_none(self):
        self.s.reset()
        self.s.log(None, 123)
        self.assertEqual(self.s.avg_response_time, 0)
        self.assertEqual(self.s.median_response_time, 0)
        self.assertEqual(self.s.get_response_time_percentile(0.5), 0)

    def test_reset_min_response_time(self):
        self.s.reset()
        self.s.log(756, 0)
        self.assertEqual(756, self.s.min_response_time)

    def test_aggregation(self):
        s1 = StatsEntry(self.stats, "aggregate me!", "GET")
        s1.log(12, 0)
        s1.log(12, 0)
        s1.log(38, 0)
        s1.log_error("Dummy exception")

        s2 = StatsEntry(self.stats, "aggregate me!", "GET")
        s2.log_error("Dummy exception")
        s2.log_error("Dummy exception")
        s2.log(12, 0)
        s2.log(99, 0)
        s2.log(14, 0)
        s2.log(55, 0)
        s2.log(38, 0)
        s2.log(55, 0)
        s2.log(97, 0)

        s = StatsEntry(self.stats, "GET", "")
        s.extend(s1)
        s.extend(s2)

        self.assertEqual(s.num_requests, 10)
        self.assertEqual(s.num_failures, 3)
        self.assertEqual(s.median_response_time, 38)
        self.assertEqual(s.avg_response_time, 43.2)

    def test_aggregation_with_rounding(self):
        s1 = StatsEntry(self.stats, "round me!", "GET")
        s1.log(122, 0)  # (rounded 120) min
        s1.log(992, 0)  # (rounded 990) max
        s1.log(142, 0)  # (rounded 140)
        s1.log(552, 0)  # (rounded 550)
        s1.log(557, 0)  # (rounded 560)
        s1.log(387, 0)  # (rounded 390)
        s1.log(557, 0)  # (rounded 560)
        s1.log(977, 0)  # (rounded 980)

        self.assertEqual(s1.num_requests, 8)
        self.assertEqual(s1.median_response_time, 550)
        self.assertEqual(s1.avg_response_time, 535.75)
        self.assertEqual(s1.min_response_time, 122)
        self.assertEqual(s1.max_response_time, 992)

    def test_aggregation_with_decimal_rounding(self):
        s1 = StatsEntry(self.stats, "round me!", "GET")
        s1.log(1.1, 0)
        s1.log(1.99, 0)
        s1.log(3.1, 0)
        self.assertEqual(s1.num_requests, 3)
        self.assertEqual(s1.median_response_time, 2)
        self.assertEqual(s1.avg_response_time, (1.1 + 1.99 + 3.1) / 3)
        self.assertEqual(s1.min_response_time, 1.1)
        self.assertEqual(s1.max_response_time, 3.1)

    def test_aggregation_min_response_time(self):
        s1 = StatsEntry(self.stats, "min", "GET")
        s1.log(10, 0)
        self.assertEqual(10, s1.min_response_time)
        s2 = StatsEntry(self.stats, "min", "GET")
        s1.extend(s2)
        self.assertEqual(10, s1.min_response_time)

    def test_aggregation_last_request_timestamp(self):
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.extend(s2)
        self.assertEqual(None, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.last_request_timestamp = 666
        s1.extend(s2)
        self.assertEqual(666, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s2.last_request_timestamp = 666
        s1.extend(s2)
        self.assertEqual(666, s1.last_request_timestamp)
        s1 = StatsEntry(self.stats, "r", "GET")
        s2 = StatsEntry(self.stats, "r", "GET")
        s1.last_request_timestamp = 666
        s1.last_request_timestamp = 700
        s1.extend(s2)
        self.assertEqual(700, s1.last_request_timestamp)

    def test_percentile_rounded_down(self):
        s1 = StatsEntry(self.stats, "rounding down!", "GET")
        s1.log(122, 0)  # (rounded 120) min
        actual_percentile = s1.percentile().split()

        self.assertEqual(actual_percentile, ["GET", "rounding", "down!"] +
                         ["120"] * len(PERCENTILES_TO_REPORT) + ["1"])

    def test_percentile_rounded_up(self):
        s2 = StatsEntry(self.stats, "rounding up!", "GET")
        s2.log(127, 0)  # (rounded 130) min
        actual_percentile = s2.percentile().split()
        self.assertEqual(actual_percentile, ["GET", "rounding", "up!"] +
                         ["130"] * len(PERCENTILES_TO_REPORT) + ["1"])

    def test_custom_percentile_list(self):
        s = StatsEntry(self.stats, "custom_percentiles", "GET")
        custom_percentile_list = [0.50, 0.90, 0.95, 0.99]
        locust.stats.PERCENTILES_TO_REPORT = custom_percentile_list
        s.log(150, 0)
        actual_percentile = s.percentile().split()
        self.assertEqual(actual_percentile, ["GET", "custom_percentiles"] +
                         ["150"] * len(custom_percentile_list) + ["1"])

    def test_error_grouping(self):
        # reset stats
        self.stats = RequestStats()

        self.stats.log_error("GET", "/some-path", Exception("Exception!"))
        self.stats.log_error("GET", "/some-path", Exception("Exception!"))

        self.assertEqual(1, len(self.stats.errors))
        self.assertEqual(2, list(self.stats.errors.values())[0].occurrences)

        self.stats.log_error("GET", "/some-path",
                             Exception("Another exception!"))
        self.stats.log_error("GET", "/some-path",
                             Exception("Another exception!"))
        self.stats.log_error("GET", "/some-path",
                             Exception("Third exception!"))
        self.assertEqual(3, len(self.stats.errors))

    def test_error_grouping_errors_with_memory_addresses(self):
        # reset stats
        self.stats = RequestStats()

        class Dummy:
            pass

        self.stats.log_error("GET", "/",
                             Exception("Error caused by %r" % Dummy()))
        self.assertEqual(1, len(self.stats.errors))

    def test_serialize_through_message(self):
        """
        Serialize a RequestStats instance, then serialize it through a Message,
        and unserialize the whole thing again. This is done "IRL" when stats are sent
        from workers to master.
        """
        s1 = StatsEntry(self.stats, "test", "GET")
        s1.log(10, 0)
        s1.log(20, 0)
        s1.log(40, 0)
        u1 = StatsEntry.unserialize(s1.serialize())

        data = Message.unserialize(
            Message("dummy", s1.serialize(), "none").serialize()).data
        u1 = StatsEntry.unserialize(data)

        self.assertEqual(20, u1.median_response_time)