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diff --git a/tests/rest/client/test_devices.py b/tests/rest/client/test_devices.py
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+# Copyright 2022 The Matrix.org Foundation C.I.C.
+#
+# 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 http import HTTPStatus
+
+from twisted.test.proto_helpers import MemoryReactor
+
+from synapse.api.errors import NotFoundError
+from synapse.rest import admin, devices, room, sync
+from synapse.rest.client import account, login, register
+from synapse.server import HomeServer
+from synapse.util import Clock
+
+from tests import unittest
+
+
+class DeviceListsTestCase(unittest.HomeserverTestCase):
+    """Tests regarding device list changes."""
+
+    servlets = [
+        admin.register_servlets_for_client_rest_resource,
+        login.register_servlets,
+        register.register_servlets,
+        account.register_servlets,
+        room.register_servlets,
+        sync.register_servlets,
+        devices.register_servlets,
+    ]
+
+    def test_receiving_local_device_list_changes(self) -> None:
+        """Tests that a local users that share a room receive each other's device list
+        changes.
+        """
+        # Register two users
+        test_device_id = "TESTDEVICE"
+        alice_user_id = self.register_user("alice", "correcthorse")
+        alice_access_token = self.login(
+            alice_user_id, "correcthorse", device_id=test_device_id
+        )
+
+        bob_user_id = self.register_user("bob", "ponyponypony")
+        bob_access_token = self.login(bob_user_id, "ponyponypony")
+
+        # Create a room for them to coexist peacefully in
+        new_room_id = self.helper.create_room_as(
+            alice_user_id, is_public=True, tok=alice_access_token
+        )
+        self.assertIsNotNone(new_room_id)
+
+        # Have Bob join the room
+        self.helper.invite(
+            new_room_id, alice_user_id, bob_user_id, tok=alice_access_token
+        )
+        self.helper.join(new_room_id, bob_user_id, tok=bob_access_token)
+
+        # Now have Bob initiate an initial sync (in order to get a since token)
+        channel = self.make_request(
+            "GET",
+            "/sync",
+            access_token=bob_access_token,
+        )
+        self.assertEqual(channel.code, 200, channel.json_body)
+        next_batch_token = channel.json_body["next_batch"]
+
+        # ...and then an incremental sync. This should block until the sync stream is woken up,
+        # which we hope will happen as a result of Alice updating their device list.
+        bob_sync_channel = self.make_request(
+            "GET",
+            f"/sync?since={next_batch_token}&timeout=30000",
+            access_token=bob_access_token,
+            # Start the request, then continue on.
+            await_result=False,
+        )
+
+        # Have alice update their device list
+        channel = self.make_request(
+            "PUT",
+            f"/devices/{test_device_id}",
+            {
+                "display_name": "New Device Name",
+            },
+            access_token=alice_access_token,
+        )
+        self.assertEqual(channel.code, HTTPStatus.OK, channel.json_body)
+
+        # Check that bob's incremental sync contains the updated device list.
+        # If not, the client would only receive the device list update on the
+        # *next* sync.
+        bob_sync_channel.await_result()
+        self.assertEqual(bob_sync_channel.code, 200, bob_sync_channel.json_body)
+
+        changed_device_lists = bob_sync_channel.json_body.get("device_lists", {}).get(
+            "changed", []
+        )
+        self.assertIn(alice_user_id, changed_device_lists, bob_sync_channel.json_body)
+
+    def test_not_receiving_local_device_list_changes(self) -> None:
+        """Tests a local users DO NOT receive device updates from each other if they do not
+        share a room.
+        """
+        # Register two users
+        test_device_id = "TESTDEVICE"
+        alice_user_id = self.register_user("alice", "correcthorse")
+        alice_access_token = self.login(
+            alice_user_id, "correcthorse", device_id=test_device_id
+        )
+
+        bob_user_id = self.register_user("bob", "ponyponypony")
+        bob_access_token = self.login(bob_user_id, "ponyponypony")
+
+        # These users do not share a room. They are lonely.
+
+        # Have Bob initiate an initial sync (in order to get a since token)
+        channel = self.make_request(
+            "GET",
+            "/sync",
+            access_token=bob_access_token,
+        )
+        self.assertEqual(channel.code, HTTPStatus.OK, channel.json_body)
+        next_batch_token = channel.json_body["next_batch"]
+
+        # ...and then an incremental sync. This should block until the sync stream is woken up,
+        # which we hope will happen as a result of Alice updating their device list.
+        bob_sync_channel = self.make_request(
+            "GET",
+            f"/sync?since={next_batch_token}&timeout=1000",
+            access_token=bob_access_token,
+            # Start the request, then continue on.
+            await_result=False,
+        )
+
+        # Have alice update their device list
+        channel = self.make_request(
+            "PUT",
+            f"/devices/{test_device_id}",
+            {
+                "display_name": "New Device Name",
+            },
+            access_token=alice_access_token,
+        )
+        self.assertEqual(channel.code, HTTPStatus.OK, channel.json_body)
+
+        # Check that bob's incremental sync does not contain the updated device list.
+        bob_sync_channel.await_result()
+        self.assertEqual(
+            bob_sync_channel.code, HTTPStatus.OK, bob_sync_channel.json_body
+        )
+
+        changed_device_lists = bob_sync_channel.json_body.get("device_lists", {}).get(
+            "changed", []
+        )
+        self.assertNotIn(
+            alice_user_id, changed_device_lists, bob_sync_channel.json_body
+        )
+
+
+class DevicesTestCase(unittest.HomeserverTestCase):
+    servlets = [
+        admin.register_servlets,
+        login.register_servlets,
+        sync.register_servlets,
+    ]
+
+    def prepare(self, reactor: MemoryReactor, clock: Clock, hs: HomeServer) -> None:
+        self.handler = hs.get_device_handler()
+
+    @unittest.override_config({"delete_stale_devices_after": 72000000})
+    def test_delete_stale_devices(self) -> None:
+        """Tests that stale devices are automatically removed after a set time of
+        inactivity.
+        The configuration is set to delete devices that haven't been used in the past 20h.
+        """
+        # Register a user and creates 2 devices for them.
+        user_id = self.register_user("user", "password")
+        tok1 = self.login("user", "password", device_id="abc")
+        tok2 = self.login("user", "password", device_id="def")
+
+        # Sync them so they have a last_seen value.
+        self.make_request("GET", "/sync", access_token=tok1)
+        self.make_request("GET", "/sync", access_token=tok2)
+
+        # Advance half a day and sync again with one of the devices, so that the next
+        # time the background job runs we don't delete this device (since it will look
+        # for devices that haven't been used for over an hour).
+        self.reactor.advance(43200)
+        self.make_request("GET", "/sync", access_token=tok1)
+
+        # Advance another half a day, and check that the device that has synced still
+        # exists but the one that hasn't has been removed.
+        self.reactor.advance(43200)
+        self.get_success(self.handler.get_device(user_id, "abc"))
+        self.get_failure(self.handler.get_device(user_id, "def"), NotFoundError)