Fixed Pause for Async Process

src/lava/magma/core/model/py/model.py

@@ -37,9 +37,9 @@ class AbstractPyProcessModel(AbstractProcessModel, ABC):
     """
 
     def __init__(
-        self,
-        proc_params: ty.Type["ProcessParameters"],
-        loglevel: ty.Optional[int] = logging.WARNING,
+            self,
+            proc_params: ty.Type["ProcessParameters"],
+            loglevel: ty.Optional[int] = logging.WARNING,
     ) -> None:
         super().__init__(proc_params=proc_params, loglevel=loglevel)
         self.model_id: ty.Optional[int] = None
@@ -479,14 +479,13 @@ def add_ports_for_polling(self):
         Add various ports to poll for communication on ports
         """
         if (
-            enum_equal(self.phase, PyLoihiProcessModel.Phase.PRE_MGMT)
-            or enum_equal(self.phase, PyLoihiProcessModel.Phase.POST_MGMT)
-            or enum_equal(self.phase, PyLoihiProcessModel.Phase.HOST)
+                enum_equal(self.phase, PyLoihiProcessModel.Phase.PRE_MGMT)
+                or enum_equal(self.phase, PyLoihiProcessModel.Phase.POST_MGMT)
+                or enum_equal(self.phase, PyLoihiProcessModel.Phase.HOST)
         ):
             for var_port in self.var_ports:
                 for csp_port in var_port.csp_ports:
                     if isinstance(csp_port, CspRecvPort):
-
                         def func(fvar_port=var_port):
                             return lambda: fvar_port
 
@@ -526,6 +525,8 @@ class PyAsyncProcessModel(AbstractPyProcessModel):
     def __init__(self, proc_params: ty.Optional["ProcessParameters"] = None):
         super().__init__(proc_params=proc_params)
         self.num_steps = 0
+        self._req_pause = False
+        self._req_stop = False
         self._cmd_handlers.update({MGMT_COMMAND.RUN[0]: self._run_async})
 
     class Response:
@@ -546,21 +547,23 @@ class Response:
         REQ_STOP = enum_to_np(-5)
         """Signifies Request of STOP"""
 
-    def _pause(self):
-        """
-        Command handler for Pause Command.
-        """
-        pass
-
     def check_for_stop_cmd(self) -> bool:
         """
         Checks if the RS has sent a STOP command.
         """
         if self.service_to_process.probe():
             cmd = self.service_to_process.peek()
             if enum_equal(cmd, MGMT_COMMAND.STOP):
-                self.service_to_process.recv()
-                self._stop()
+                return True
+        return False
+
+    def check_for_pause_cmd(self) -> bool:
+        """
+        Checks if the RS has sent a PAUSE command.
+        """
+        if self.service_to_process.probe():
+            cmd = self.service_to_process.peek()
+            if enum_equal(cmd, MGMT_COMMAND.PAUSE):
                 return True
         return False
 
@@ -577,7 +580,15 @@ def _run_async(self):
         """
         self.num_steps = int(self.service_to_process.recv()[0].item())
         self.run_async()
-        self.process_to_service.send(PyAsyncProcessModel.Response.STATUS_DONE)
+        if self._req_stop:
+            self.process_to_service.send(PyAsyncProcessModel.Response.REQ_STOP)
+            self._req_stop = False
+        elif self._req_pause:
+            self.process_to_service.send(PyAsyncProcessModel.Response.REQ_PAUSE)
+            self._req_pause = False
+        else:
+            self.process_to_service.send(
+                PyAsyncProcessModel.Response.STATUS_DONE)
 
     def add_ports_for_polling(self):
         """
@@ -587,7 +598,7 @@ def add_ports_for_polling(self):
 
 
 def _get_attr_dict(
-    model_class: ty.Type[PyLoihiProcessModel],
+        model_class: ty.Type[PyLoihiProcessModel],
 ) -> ty.Dict[str, ty.Any]:
     """Get a dictionary of non-callable public attributes of a class.
 
@@ -617,7 +628,7 @@ def _get_attr_dict(
 
 
 def _get_callable_dict(
-    model_class: ty.Type[PyLoihiProcessModel],
+        model_class: ty.Type[PyLoihiProcessModel],
 ) -> ty.Dict[str, ty.Callable]:
     """Get a dictionary of callable public members of a class.
 
@@ -648,7 +659,7 @@ def _get_callable_dict(
 
 
 def PyLoihiModelToPyAsyncModel(
-    py_loihi_model: ty.Type[PyLoihiProcessModel],
+        py_loihi_model: ty.Type[PyLoihiProcessModel],
 ) -> ty.Type[PyAsyncProcessModel]:
     """Factory function that converts Py-Loihi process models
     to equivalent Py-Async definition.

src/lava/magma/runtime/runtime_services/runtime_service.py

@@ -417,19 +417,34 @@ def _send_pm_cmd(self, cmd: MGMT_COMMAND):
         for stop_send_port in self.service_to_process:
             stop_send_port.send(cmd)
 
-    def _get_pm_resp(self) -> ty.Iterable[MGMT_RESPONSE]:
+    def _get_pm_resp(self, stop=False, pause=False) -> ty.Iterable[
+            MGMT_RESPONSE]:
         rcv_msgs = []
         for ptos_recv_port in self.process_to_service:
-            rcv_msgs.append(ptos_recv_port.recv())
+            rcv_msg = ptos_recv_port.recv()
+            if stop or pause:
+                if enum_equal(
+                        rcv_msg, LoihiPyRuntimeService.PMResponse.STATUS_DONE
+                ):
+                    rcv_msg = ptos_recv_port.recv()
+            rcv_msgs.append(rcv_msg)
         return rcv_msgs
 
     def _handle_pause(self):
         # Inform the runtime about successful pausing
+        self._send_pm_cmd(MGMT_COMMAND.PAUSE)
+        rsps = self._get_pm_resp(pause=True)
+        for rsp in rsps:
+            if not enum_equal(
+                    rsp, LoihiPyRuntimeService.PMResponse.STATUS_PAUSED
+            ):
+                self.service_to_runtime.send(MGMT_RESPONSE.ERROR)
+                raise ValueError(f"Wrong Response Received : {rsp}")
         self.service_to_runtime.send(MGMT_RESPONSE.PAUSED)
 
     def _handle_stop(self):
         self._send_pm_cmd(MGMT_COMMAND.STOP)
-        rsps = self._get_pm_resp()
+        rsps = self._get_pm_resp(stop=True)
         for rsp in rsps:
             if not enum_equal(
                     rsp, LoihiPyRuntimeService.PMResponse.STATUS_TERMINATED
@@ -493,8 +508,7 @@ def run(self):
                     ):
                         self._error = True
                     if not enum_equal(resp,
-                                      AsyncPyRuntimeService.PMResponse.STATUS_DONE  # noqa: E501
-                                      ):
+                                      AsyncPyRuntimeService.PMResponse.STATUS_DONE):  # noqa: E501
                         done = False
                 if done:
                     self.service_to_runtime.send(MGMT_RESPONSE.DONE)

tests/lava/magma/runtime/test_async_protocol.py

@@ -45,6 +45,8 @@ def run_async(self):
             self.v = self.v + 1000
             if self.check_for_stop_cmd():
                 return
+            if self.check_for_pause_cmd():
+                return
 
 
 @implements(proc=AsyncProcess2, protocol=AsyncProtocol)
@@ -73,7 +75,7 @@ def test_async_process_model(self):
 
     def test_async_process_model_pause(self):
         """
-        Verifies the working of Asynchronous Process, pause should have no
+        Verifies the working of Asynchronous Process, pause should have
         effect
         """
         process = AsyncProcess1(shape=(2, 2))