diff --git a/tests/test_metrics.py b/tests/test_metrics.py
new file mode 100644
index 0000000000..17897711a1
--- /dev/null
+++ b/tests/test_metrics.py
@@ -0,0 +1,81 @@
+# -*- coding: utf-8 -*-
+# Copyright 2018 New Vector Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+from synapse.metrics import InFlightGauge
+
+from tests import unittest
+
+
+class TestMauLimit(unittest.TestCase):
+ def test_basic(self):
+ gauge = InFlightGauge(
+ "test1", "",
+ labels=["test_label"],
+ sub_metrics=["foo", "bar"],
+ )
+
+ def handle1(metrics):
+ metrics.foo += 2
+ metrics.bar = max(metrics.bar, 5)
+
+ def handle2(metrics):
+ metrics.foo += 3
+ metrics.bar = max(metrics.bar, 7)
+
+ gauge.register(("key1",), handle1)
+
+ self.assert_dict({
+ "test1_total": {("key1",): 1},
+ "test1_foo": {("key1",): 2},
+ "test1_bar": {("key1",): 5},
+ }, self.get_metrics_from_gauge(gauge))
+
+ gauge.unregister(("key1",), handle1)
+
+ self.assert_dict({
+ "test1_total": {("key1",): 0},
+ "test1_foo": {("key1",): 0},
+ "test1_bar": {("key1",): 0},
+ }, self.get_metrics_from_gauge(gauge))
+
+ gauge.register(("key1",), handle1)
+ gauge.register(("key2",), handle2)
+
+ self.assert_dict({
+ "test1_total": {("key1",): 1, ("key2",): 1},
+ "test1_foo": {("key1",): 2, ("key2",): 3},
+ "test1_bar": {("key1",): 5, ("key2",): 7},
+ }, self.get_metrics_from_gauge(gauge))
+
+ gauge.unregister(("key2",), handle2)
+ gauge.register(("key1",), handle2)
+
+ self.assert_dict({
+ "test1_total": {("key1",): 2, ("key2",): 0},
+ "test1_foo": {("key1",): 5, ("key2",): 0},
+ "test1_bar": {("key1",): 7, ("key2",): 0},
+ }, self.get_metrics_from_gauge(gauge))
+
+ def get_metrics_from_gauge(self, gauge):
+ results = {}
+
+ for r in gauge.collect():
+ results[r.name] = {
+ tuple(labels[x] for x in gauge.labels): value
+ for _, labels, value in r.samples
+ }
+
+ return results
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