Bugfix/SK-1193 | Handle unknown error, reconnect channel

.ci/tests/chaos_test.py

@@ -0,0 +1,210 @@
+from toxiproxy import Toxiproxy
+import unittest
+import grpc
+import time
+from fedn.network.clients.grpc_handler import GrpcHandler
+import fedn.network.grpc.fedn_pb2 as fedn
+
+
+class TestGRPCWithToxiproxy(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+        host = 'localhost'
+        port_proxy = 12081
+        port_server = 12080
+        token = ""
+        combiner_name = 'combiner'
+
+        cls.toxiproxy = Toxiproxy()
+        if cls.toxiproxy.proxies():
+            cls.toxiproxy.destroy_all()
+
+    @classmethod
+    def tearDownClass(cls):
+        # Close the proxy and gRPC channel when done
+        cls.toxiproxy.destroy_all()
+
+    @unittest.skip("Not implemented")
+    def test_normal_heartbeat(self):
+        # Test the heartbeat without any toxic
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+        # Random proxy port
+        grpc_handler = GrpcHandler(host='localhost', port=12080, name=client_name, token='', combiner_name='combiner')
+        try:
+            response = grpc_handler.heartbeat(client_name, client_id)
+            self.assertIsInstance(response, fedn.Response)
+        except grpc.RpcError as e:
+            self.fail(f'gRPC error: {e.code()} {e.details()}')
+        finally:
+            grpc_handler.channel.close()
+
+    @unittest.skip("Not implemented")
+    def test_latency_2s_toxic_heartbeat(self):
+         # Add latency of 1000ms
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+
+        proxy = self.toxiproxy.create(name='test_latency_toxic_heartbeat', listen='localhost:12082', upstream='localhost:12080')
+        grpc_handler = GrpcHandler(host='localhost', port=12082, name=client_name, token='', combiner_name='combiner')
+        proxy.add_toxic(name='latency', type='latency', attributes={'latency': 2000})
+
+        start_time = time.time()
+        try:
+            response = grpc_handler.heartbeat(client_name, client_id)
+        finally:
+            grpc_handler.channel.close()
+            proxy.destroy()
+        end_time = time.time()
+
+        # Check that the latency delay is present
+        self.assertGreaterEqual(end_time - start_time, 2)  # Expect at least 1 second delay
+        self.assertIsInstance(response, fedn.Response)
+
+    def test_latency_long_toxic_heartbeat(self):
+        """Test gRPC request with a simulated latency of 25s. Should timeout based on KEEPALIVE_TIMEOUT_MS (default set to 20000)."""
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+        latency = 20  # 15s latency
+
+        proxy = self.toxiproxy.create(name='test_latency_toxic_heartbeat', listen='localhost:12083', upstream='localhost:12080')
+        grpc_handler = GrpcHandler(host='localhost', port=12083, name=client_name, token='', combiner_name='combiner')
+        proxy.add_toxic(name='latency', type='latency', attributes={'latency': latency * 1000})
+
+        start_time = time.time()
+        try:
+            response = grpc_handler.heartbeat(client_name, client_id)
+        except grpc.RpcError as e:
+            response = e
+        finally:
+            grpc_handler.channel.close()
+            proxy.destroy()
+        end_time = time.time()
+
+        response
+
+        # Check that the latency delay is present
+        self.assertGreaterEqual(end_time - start_time, latency)  # Expect at least 1 second delay
+        self.assertIsInstance(response, grpc.RpcError)
+        self.assertEqual(response.code(), grpc.StatusCode.UNAVAILABLE)
+        self.assertEqual(response.details(), 'failed to connect to all addresses; last error: UNKNOWN: ipv4:127.0.0.1:12083: connection attempt timed out before receiving SETTINGS frame')
+
+    def test_close_channel(self):
+        """
+        Test closing the gRPC channel and trying to send a heartbeat.
+        Expect a ValueError to be raised.
+        """
+
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+
+        grpc_handler = GrpcHandler(host='localhost', port=12080, name=client_name, token='', combiner_name='combiner')
+
+        # Close the channel
+        grpc_handler._disconnect()
+
+        # Try to send heartbeat
+        with self.assertRaises(ValueError) as context:
+            response = grpc_handler.heartbeat(client_name, client_id)
+        self.assertEqual(str(context.exception), 'Cannot invoke RPC on closed channel!')
+
+
+    @unittest.skip("Not implemented")
+    def test_disconnect_toxic_heartbeat(self):
+        """Test gRPC request with a simulated disconnection."""
+        # Add a timeout toxic to simulate network disconnection
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+
+        proxy = self.toxiproxy.create(name='test_disconnect_toxic_heartbeat', listen='localhost:12084', upstream='localhost:12080')
+        grpc_handler = GrpcHandler(host='localhost', port=12084, name=client_name, token='', combiner_name='combiner')
+        proxy.add_toxic(name='timeout', type='timeout', attributes={'timeout': 1000})
+
+        try:
+            response = grpc_handler.heartbeat(client_name, client_id)
+        except grpc.RpcError as e:
+            response = e
+        finally:
+            grpc_handler.channel.close()
+            proxy.destroy()
+
+        # Assert that the response is a gRPC error with status code UNAVAILABLE
+        self.assertEqual(response.code(), grpc.StatusCode.UNAVAILABLE)
+        self.assertEqual(response.details(), 'failed to connect to all addresses; last error: UNAVAILABLE: ipv4:127.0.0.1:12084: Socket closed')
+
+    @unittest.skip("Not implemented")
+    def test_timeout_toxic_heartbeat(self):
+        """Stops all data from getting through, and closes the connection after timeout. timeout is 0, 
+        the connection won't close, and data will be delayed until the toxic is removed.
+        """
+        # Add a timeout toxic to simulate network disconnection
+        client_name = 'test-client'
+        client_id = 'test-client-id'
+
+        proxy = self.toxiproxy.create(name='test_timeout_toxic_heartbeat', listen='localhost:12085', upstream='localhost:12080')
+        grpc_handler = GrpcHandler(host='localhost', port=12085, name=client_name, token='', combiner_name='combiner')
+        proxy.add_toxic(name='timeout', type='timeout', attributes={'timeout': 0})
+
+        try:
+            response = grpc_handler.heartbeat(client_name, client_id)
+        except grpc.RpcError as e:
+            response = e
+        finally:
+            grpc_handler.channel.close()
+            proxy.destroy()
+
+        # Assert that the response is a gRPC error with status code UNAVAILABLE
+        self.assertEqual(response.code(), grpc.StatusCode.UNAVAILABLE)
+        self.assertEqual(response.details(), 'failed to connect to all addresses; last error: UNKNOWN: ipv4:127.0.0.1:12085: connection attempt timed out before receiving SETTINGS frame')
+
+    @unittest.skip("Not implemented")
+    def test_rate_limit_toxic_heartbeat(self):
+        # Purpose: Limits the number of connections that can be established within a certain time frame.
+        # Toxic: rate_limit
+        # Use Case: Useful for testing how the client behaves under strict rate limits. For example, in Federated Learning, 
+        # this could simulate constraints in networks with multiple clients trying to access the server.
+
+        # Add a rate limit toxic to the proxy
+        self.proxy.add_rate_limit(rate=1000)
+
+    @unittest.skip("Not implemented")
+    def test_bandwidth_toxic_heartbeat(self):
+        # Purpose: Limits the bandwidth of the connection.
+        # Toxic: bandwidth
+        # Use Case: Useful for testing how the client behaves under limited bandwidth. For example, in Federated Learning, 
+        # this could simulate a slow network connection between the client and the server.
+
+        # Add a bandwidth toxic to the proxy
+        self.proxy.add_bandwidth(rate=1000) # 1 KB/s
+
+    @unittest.skip("Not implemented")
+    def test_connection_reset(self):
+        # Purpose: Immediately resets the connection, simulating an abrupt network drop.
+        # Toxic: add_reset
+        # Use Case: This is helpful for testing error-handling logic on sudden network failures, 
+        # ensuring the client retries appropriately or fails gracefully
+
+        # Add a connection_reset toxic to the proxy
+        self.proxy.add_reset()
+
+    @unittest.skip("Not implemented")
+    def test_slow_close(self):
+        # Purpose: Simulates a slow closing of the connection.
+        # Toxic: slow_close
+        # Use Case: Useful for testing how the client behaves when the server closes the connection slowly. 
+        # This can help ensure that the client handles slow network disconnections gracefully.
+
+        # Add a slow_close toxic to the proxy
+        self.proxy.add_slow_close(delay=1000)  # Delay closing the connection by 1 second
+
+    @unittest.skip("Not implemented")
+    def test_slicer(self):
+        # Purpose: Slices the data into smaller chunks.
+        # Toxic: slicer
+        # Use Case: Useful for testing how the client handles fragmented data. 
+        # This can help ensure that the client can reassemble the data correctly and handle partial data gracefully.
+
+        # Add a slicer toxic to the proxy
+        self.proxy.add_slicer(average_size=1000, size_variation=100)  # Slice data into chunks of 1 KB with 100 bytes variation

fedn/network/clients/grpc_handler.py

@@ -65,16 +65,25 @@ def __init__(self, host: str, port: int, name: str, token: str, combiner_name: s
             ("client", name),
             ("grpc-server", combiner_name),
         ]
+        self.host = host
+        self.port = port
+        self.token = token
 
-        if port == 443:
-            self._init_secure_channel(host, port, token)
-        else:
-            self._init_insecure_channel(host, port)
+        self._init_channel(host, port, token)
 
+        self._init_stubs()
+
+    def _init_stubs(self):
         self.connectorStub = rpc.ConnectorStub(self.channel)
         self.combinerStub = rpc.CombinerStub(self.channel)
         self.modelStub = rpc.ModelServiceStub(self.channel)
 
+    def _init_channel(self, host: str, port: int, token: str):
+        if port == 443:
+            self._init_secure_channel(host, port, token)
+        else:
+            self._init_insecure_channel(host, port)
+
     def _init_secure_channel(self, host: str, port: int, token: str):
         url = f"{host}:{port}"
         logger.info(f"Connecting (GRPC) to {url}")
@@ -116,10 +125,10 @@ def heartbeat(self, client_name: str, client_id: str):
             logger.info("Sending heartbeat to combiner")
             response = self.connectorStub.SendHeartbeat(heartbeat, metadata=self.metadata)
         except grpc.RpcError as e:
+            logger.error(f"GRPC (SendHeartbeat): An error occurred: {e}")
             raise e
         except Exception as e:
             logger.error(f"GRPC (SendHeartbeat): An error occurred: {e}")
-            self._disconnect()
             raise e
         return response
 
@@ -130,6 +139,8 @@ def send_heartbeats(self, client_name: str, client_id: str, update_frequency: fl
                 response = self.heartbeat(client_name, client_id)
             except grpc.RpcError as e:
                 return self._handle_grpc_error(e, "SendHeartbeat", lambda: self.send_heartbeats(client_name, client_id, update_frequency))
+            except Exception as e:
+                return self._handle_unknown_error(e, "SendHeartbeat", lambda: self.send_heartbeats(client_name, client_id, update_frequency))
             if isinstance(response, fedn.Response):
                 logger.info("Heartbeat successful.")
             else:
@@ -166,10 +177,11 @@ def listen_to_task_stream(self, client_name: str, client_id: str, callback: Call
                     callback(request)
 
         except grpc.RpcError as e:
+            self.logger.error(f"GRPC (TaskStream): An error occurred: {e}")
             return self._handle_grpc_error(e, "TaskStream", lambda: self.listen_to_task_stream(client_name, client_id, callback))
         except Exception as e:
             logger.error(f"GRPC (TaskStream): An error occurred: {e}")
-            self._disconnect()
+            self._handle_unknown_error(e, "TaskStream", lambda: self.listen_to_task_stream(client_name, client_id, callback))
 
     def send_status(self, msg: str, log_level=fedn.Status.INFO, type=None, request=None, sesssion_id: str = None, sender_name: str = None):
         """Send status message.
@@ -204,7 +216,7 @@ def send_status(self, msg: str, log_level=fedn.Status.INFO, type=None, request=N
             return self._handle_grpc_error(e, "SendStatus", lambda: self.send_status(msg, log_level, type, request, sesssion_id, sender_name))
         except Exception as e:
             logger.error(f"GRPC (SendStatus): An error occurred: {e}")
-            self._disconnect()
+            self._handle_unknown_error(e, "SendStatus", lambda: self.send_status(msg, log_level, type, request, sesssion_id, sender_name))
 
     def get_model_from_combiner(self, id: str, client_id: str, timeout: int = 20) -> BytesIO:
         """Fetch a model from the assigned combiner.
@@ -241,8 +253,7 @@ def get_model_from_combiner(self, id: str, client_id: str, timeout: int = 20) ->
             return self._handle_grpc_error(e, "Download", lambda: self.get_model_from_combiner(id, client_id, timeout))
         except Exception as e:
             logger.error(f"GRPC (Download): An error occurred: {e}")
-            self._disconnect()
-
+            self._handle_unknown_error(e, "Download", lambda: self.get_model_from_combiner(id, client_id, timeout))
         return data
 
     def send_model_to_combiner(self, model: BytesIO, id: str):
@@ -273,8 +284,7 @@ def send_model_to_combiner(self, model: BytesIO, id: str):
             return self._handle_grpc_error(e, "Upload", lambda: self.send_model_to_combiner(model, id))
         except Exception as e:
             logger.error(f"GRPC (Upload): An error occurred: {e}")
-            self._disconnect()
-
+            self._handle_unknown_error(e, "Upload", lambda: self.send_model_to_combiner(model, id))
         return result
 
     def create_update_message(
@@ -353,8 +363,7 @@ def send_model_update(self, update: fedn.ModelUpdate):
             return self._handle_grpc_error(e, "SendModelUpdate", lambda: self.send_model_update(update))
         except Exception as e:
             logger.error(f"GRPC (SendModelUpdate): An error occurred: {e}")
-            self._disconnect()
-
+            self._handle_unknown_error(e, "SendModelUpdate", lambda: self.send_model_update(update))
         return True
 
     def send_model_validation(self, validation: fedn.ModelValidation) -> bool:
@@ -369,8 +378,7 @@ def send_model_validation(self, validation: fedn.ModelValidation) -> bool:
             )
         except Exception as e:
             logger.error(f"GRPC (SendModelValidation): An error occurred: {e}")
-            self._disconnect()
-
+            self._handle_unknown_error(e, "SendModelValidation", lambda: self.send_model_validation(validation))
         return True
 
     def send_model_prediction(self, prediction: fedn.ModelPrediction) -> bool:
@@ -385,8 +393,7 @@ def send_model_prediction(self, prediction: fedn.ModelPrediction) -> bool:
             )
         except Exception as e:
             logger.error(f"GRPC (SendModelPrediction): An error occurred: {e}")
-            self._disconnect()
-
+            self._handle_unknown_error(e, "SendModelPrediction", lambda: self.send_model_prediction(prediction))
         return True
 
     def _handle_grpc_error(self, e, method_name: str, sender_function: Callable):
@@ -399,12 +406,38 @@ def _handle_grpc_error(self, e, method_name: str, sender_function: Callable):
             logger.warning(f"GRPC ({method_name}): connection cancelled. Retrying in 5 seconds.")
             time.sleep(5)
             return sender_function()
-        if status_code == grpc.StatusCode.UNAUTHENTICATED:
+        elif status_code == grpc.StatusCode.UNAUTHENTICATED:
             details = e.details()
             if details == "Token expired":
                 logger.warning(f"GRPC ({method_name}): Token expired.")
+                raise e
+        elif status_code == grpc.StatusCode.UNKNOWN:
+            logger.warning(f"GRPC ({method_name}): An unknown error occurred: {e}.")
+            details = e.details()
+            if details == "Stream removed":
+                logger.warning(f"GRPC ({method_name}): Stream removed. Reconnecting")
+                self._disconnect()
+                self._init_channel(self.host, self.port, self.token)
+                self._init_stubs()
+                return sender_function()
+            raise e
         self._disconnect()
         logger.error(f"GRPC ({method_name}): An error occurred: {e}")
+        raise e
+
+    def _handle_unknown_error(self, e, method_name: str, sender_function: Callable):
+        # Try to reconnect
+        logger.warning(f"GRPC ({method_name}): An unknown error occurred: {e}.")
+        if isinstance(e, ValueError):
+            # ValueError is raised when the channel is closed
+            self._disconnect()
+            logger.warning(f"GRPC ({method_name}): Reconnecting to channel.")
+            # recreate the channel
+            self._init_channel(self.host, self.port, self.token)
+            self._init_stubs()
+            return sender_function()
+        else:
+            raise e
 
     def _disconnect(self):
         """Disconnect from the combiner."""