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feat: separating TaskManager out of DataService
This commit is contained in:
parent
8460759a31
commit
e3211b6000
@ -2,26 +2,21 @@ import asyncio
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import inspect
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import inspect
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from collections.abc import Callable
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from collections.abc import Callable
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from enum import Enum
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from enum import Enum
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from functools import wraps
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from typing import Any
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from itertools import chain
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from typing import Any, TypedDict
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import rpyc
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import rpyc
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from loguru import logger
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from loguru import logger
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from pyDataInterface.utils import (
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from pyDataInterface.utils import (
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get_class_and_instance_attributes,
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warn_if_instance_class_does_not_inherit_from_DataService,
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warn_if_instance_class_does_not_inherit_from_DataService,
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)
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)
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from .data_service_list import DataServiceList
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from .data_service_list import DataServiceList
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from .task_manager import TaskManager
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class TaskDict(TypedDict):
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class DataService(rpyc.Service, TaskManager):
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task: asyncio.Task[None]
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kwargs: dict[str, Any]
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class DataService(rpyc.Service):
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_list_mapping: dict[int, DataServiceList] = {}
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_list_mapping: dict[int, DataServiceList] = {}
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"""
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"""
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A dictionary mapping the id of the original lists to the corresponding
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A dictionary mapping the id of the original lists to the corresponding
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@ -54,14 +49,10 @@ class DataService(rpyc.Service):
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"""
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"""
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def __init__(self) -> None:
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def __init__(self) -> None:
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TaskManager.__init__(self)
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self.__root__: "DataService" = self
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self.__root__: "DataService" = self
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"""Keep track of the root object. This helps to filter the emission of
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"""Keep track of the root object. This helps to filter the emission of
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notifications."""
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notifications. This overwrite the TaksManager's __root__ attribute."""
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self.__loop = asyncio.get_event_loop()
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self.__tasks: dict[str, TaskDict] = {}
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"""Dictionary to keep track of running tasks."""
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self._autostart_tasks: dict[str, tuple[Any]]
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self._autostart_tasks: dict[str, tuple[Any]]
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if "_autostart_tasks" not in self.__dict__:
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if "_autostart_tasks" not in self.__dict__:
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@ -69,14 +60,6 @@ class DataService(rpyc.Service):
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self._callbacks: set[Callable[[str, Any], None]] = set()
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self._callbacks: set[Callable[[str, Any], None]] = set()
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self._task_status_change_callbacks: list[
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Callable[[str, dict[str, Any] | None], Any]
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] = []
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"""A list of callback functions to be invoked when the status of a task (start
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or stop) changes."""
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self._set_start_and_stop_for_async_methods()
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self._register_callbacks()
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self._register_callbacks()
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self.__check_instance_classes()
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self.__check_instance_classes()
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self._initialised = True
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self._initialised = True
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@ -130,71 +113,6 @@ class DataService(rpyc.Service):
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f"No start method found for service '{service_name}'"
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f"No start method found for service '{service_name}'"
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)
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)
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def _set_start_and_stop_for_async_methods(self) -> None: # noqa: C901
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# inspect the methods of the class
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for name, method in inspect.getmembers(
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self, predicate=inspect.iscoroutinefunction
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):
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@wraps(method)
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def start_task(*args: Any, **kwargs: Any) -> None:
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async def task(*args: Any, **kwargs: Any) -> None:
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try:
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await method(*args, **kwargs)
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except asyncio.CancelledError:
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print(f"Task {name} was cancelled")
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if not self.__tasks.get(name):
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# Get the signature of the coroutine method to start
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sig = inspect.signature(method)
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# Create a list of the parameter names from the method signature.
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parameter_names = list(sig.parameters.keys())
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# Extend the list of positional arguments with None values to match
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# the length of the parameter names list. This is done to ensure
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# that zip can pair each parameter name with a corresponding value.
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args_padded = list(args) + [None] * (
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len(parameter_names) - len(args)
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)
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# Create a dictionary of keyword arguments by pairing the parameter
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# names with the values in 'args_padded'. Then merge this dictionary
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# with the 'kwargs' dictionary. If a parameter is specified in both
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# 'args_padded' and 'kwargs', the value from 'kwargs' is used.
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kwargs_updated = {
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**dict(zip(parameter_names, args_padded)),
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**kwargs,
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}
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# Store the task and its arguments in the '__tasks' dictionary. The
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# key is the name of the method, and the value is a dictionary
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# containing the task object and the updated keyword arguments.
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self.__tasks[name] = {
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"task": self.__loop.create_task(task(*args, **kwargs)),
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"kwargs": kwargs_updated,
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}
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# emit the notification that the task was started
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for callback in self._task_status_change_callbacks:
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callback(name, kwargs_updated)
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else:
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logger.error(f"Task `{name}` is already running!")
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def stop_task() -> None:
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# cancel the task
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task = self.__tasks.pop(name)
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if task is not None:
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self.__loop.call_soon_threadsafe(task["task"].cancel)
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# emit the notification that the task was stopped
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for callback in self._task_status_change_callbacks:
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callback(name, None)
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# create start and stop methods for each coroutine
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setattr(self, f"start_{name}", start_task)
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setattr(self, f"stop_{name}", stop_task)
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def _register_callbacks(self) -> None:
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def _register_callbacks(self) -> None:
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self._register_list_change_callbacks(self, f"{self.__class__.__name__}")
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self._register_list_change_callbacks(self, f"{self.__class__.__name__}")
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self._register_DataService_instance_callbacks(
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self._register_DataService_instance_callbacks(
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@ -203,45 +121,6 @@ class DataService(rpyc.Service):
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self._register_property_callbacks(self, f"{self.__class__.__name__}")
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self._register_property_callbacks(self, f"{self.__class__.__name__}")
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self._register_start_stop_task_callbacks(self, f"{self.__class__.__name__}")
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self._register_start_stop_task_callbacks(self, f"{self.__class__.__name__}")
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def _register_start_stop_task_callbacks(
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self, obj: "DataService", parent_path: str
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) -> None:
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"""
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This function registers callbacks for start and stop methods of async functions.
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These callbacks are stored in the '_task_status_change_callbacks' attribute and
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are called when the status of a task changes.
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Parameters:
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-----------
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obj: DataService
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The target object on which callbacks are to be registered.
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parent_path: str
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The access path for the parent object. This is used to construct the full
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access path for the notifications.
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"""
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# Create and register a callback for the object
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# only emit the notification when the call was registered by the root object
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callback: Callable[[str, dict[str, Any] | None], None] = (
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lambda name, status: obj._emit_notification(
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parent_path=parent_path, name=name, value=status
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)
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if self == obj.__root__
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and not name.startswith("_") # we are only interested in public attributes
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else None
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)
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obj._task_status_change_callbacks.append(callback)
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# Recursively register callbacks for all nested attributes of the object
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attrs = obj.__get_class_and_instance_attributes()
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for nested_attr_name, nested_attr in attrs.items():
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if isinstance(nested_attr, DataService):
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self._register_start_stop_task_callbacks(
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nested_attr, parent_path=f"{parent_path}.{nested_attr_name}"
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)
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def _register_list_change_callbacks(
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def _register_list_change_callbacks(
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self, obj: "DataService", parent_path: str
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self, obj: "DataService", parent_path: str
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) -> None:
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) -> None:
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@ -274,7 +153,7 @@ class DataService(rpyc.Service):
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"""
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"""
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# Convert all list attributes (both class and instance) to DataServiceList
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# Convert all list attributes (both class and instance) to DataServiceList
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attrs = obj.__get_class_and_instance_attributes()
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attrs = get_class_and_instance_attributes(obj)
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for attr_name, attr_value in attrs.items():
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for attr_name, attr_value in attrs.items():
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if isinstance(attr_value, DataService):
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if isinstance(attr_value, DataService):
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@ -361,7 +240,7 @@ class DataService(rpyc.Service):
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obj._callbacks.add(callback)
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obj._callbacks.add(callback)
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# Recursively register callbacks for all nested attributes of the object
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# Recursively register callbacks for all nested attributes of the object
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attrs = obj.__get_class_and_instance_attributes()
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attrs = get_class_and_instance_attributes(obj)
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for nested_attr_name, nested_attr in attrs.items():
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for nested_attr_name, nested_attr in attrs.items():
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if isinstance(nested_attr, DataServiceList):
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if isinstance(nested_attr, DataServiceList):
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@ -446,7 +325,7 @@ class DataService(rpyc.Service):
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propagates it through nested DataService instances.
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propagates it through nested DataService instances.
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"""
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"""
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attrs = obj.__get_class_and_instance_attributes()
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attrs = get_class_and_instance_attributes(obj)
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for attr_name, attr_value in attrs.items():
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for attr_name, attr_value in attrs.items():
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if isinstance(attr_value, DataService):
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if isinstance(attr_value, DataService):
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@ -471,7 +350,7 @@ class DataService(rpyc.Service):
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# >>> return self.class_attr.voltage * self.current
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# >>> return self.class_attr.voltage * self.current
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#
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#
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# The dependencies for this property are:
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# The dependencies for this property are:
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# ('class_attr', 'voltage', 'current')
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# > ('class_attr', 'voltage', 'current')
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if f"self.{dependency}" not in source_code_string:
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if f"self.{dependency}" not in source_code_string:
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continue
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continue
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@ -496,7 +375,7 @@ class DataService(rpyc.Service):
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)
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)
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else:
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else:
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callback = (
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callback = (
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lambda name, value, dependent_attr=attr_name, dep=dependency: obj._emit_notification(
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lambda name, _, dependent_attr=attr_name, dep=dependency: obj._emit_notification(
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parent_path=parent_path,
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parent_path=parent_path,
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name=dependent_attr,
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name=dependent_attr,
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value=getattr(obj, dependent_attr),
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value=getattr(obj, dependent_attr),
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@ -507,22 +386,8 @@ class DataService(rpyc.Service):
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# Add to _callbacks
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# Add to _callbacks
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obj._callbacks.add(callback)
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obj._callbacks.add(callback)
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def __get_class_and_instance_attributes(self) -> dict[str, Any]:
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"""Dictionary containing all attributes (both instance and class level) of a
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given object.
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If an attribute exists at both the instance and class level,the value from the
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instance attribute takes precedence.
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The __root__ object is removed as this will lead to endless recursion in the for
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loops.
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"""
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attrs = dict(chain(type(self).__dict__.items(), self.__dict__.items()))
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attrs.pop("__root__")
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return attrs
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def __check_instance_classes(self) -> None:
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def __check_instance_classes(self) -> None:
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for attr_name, attr_value in self.__get_class_and_instance_attributes().items():
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for attr_name, attr_value in get_class_and_instance_attributes(self).items():
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# every class defined by the user should inherit from DataService
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# every class defined by the user should inherit from DataService
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if not attr_name.startswith("_DataService__"):
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if not attr_name.startswith("_DataService__"):
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warn_if_instance_class_does_not_inherit_from_DataService(attr_value)
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warn_if_instance_class_does_not_inherit_from_DataService(attr_value)
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@ -634,8 +499,8 @@ class DataService(rpyc.Service):
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for k, v in sig.parameters.items()
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for k, v in sig.parameters.items()
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}
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}
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running_task_info = None
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running_task_info = None
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if key in self.__tasks: # If there's a running task for this method
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if key in self._tasks: # If there's a running task for this method
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task_info = self.__tasks[key]
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task_info = self._tasks[key]
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running_task_info = task_info["kwargs"]
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running_task_info = task_info["kwargs"]
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result[key] = {
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result[key] = {
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162
src/pyDataInterface/data_service/task_manager.py
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162
src/pyDataInterface/data_service/task_manager.py
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@ -0,0 +1,162 @@
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import asyncio
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import inspect
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from abc import abstractmethod
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from collections.abc import Callable
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from functools import wraps
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from typing import TypedDict
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from loguru import logger
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from tiqi_rpc import Any
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from pyDataInterface.utils import get_class_and_instance_attributes
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class TaskDict(TypedDict):
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task: asyncio.Task[None]
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kwargs: dict[str, Any]
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class TaskManager:
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"""
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The TaskManager class is a utility class designed to manage asynchronous tasks. It
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provides functionality for starting and stopping these tasks. The class is primarily
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used by the DataService class to manage its tasks.
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The TaskManager class has the following responsibilities:
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- Track all running tasks.
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- Provide the ability to start and stop tasks.
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- Emit notifications when the status of a task changes.
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The tasks are asynchronous functions which can be started or stopped with the
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generated functions in this class.
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"""
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def __init__(self) -> None:
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self.__root__: "TaskManager" = self
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"""Keep track of the root object. This helps to filter the emission of
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notifications."""
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self._loop = asyncio.get_event_loop()
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self._tasks: dict[str, TaskDict] = {}
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"""A dictionary to keep track of running tasks. The keys are the names of the
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tasks and the values are TaskDict instances which include the task itself and
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its kwargs.
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"""
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self._task_status_change_callbacks: list[
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Callable[[str, dict[str, Any] | None], Any]
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] = []
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"""A list of callback functions to be invoked when the status of a task (start
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or stop) changes."""
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self._set_start_and_stop_for_async_methods()
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def _register_start_stop_task_callbacks(
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self, obj: "TaskManager", parent_path: str
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) -> None:
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"""
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This function registers callbacks for start and stop methods of async functions.
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These callbacks are stored in the '_task_status_change_callbacks' attribute and
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are called when the status of a task changes.
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Parameters:
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-----------
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obj: DataService
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The target object on which callbacks are to be registered.
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parent_path: str
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The access path for the parent object. This is used to construct the full
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access path for the notifications.
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"""
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# Create and register a callback for the object
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# only emit the notification when the call was registered by the root object
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callback: Callable[[str, dict[str, Any] | None], None] = (
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lambda name, status: obj._emit_notification(
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parent_path=parent_path, name=name, value=status
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)
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if self == obj.__root__
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and not name.startswith("_") # we are only interested in public attributes
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else None
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)
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obj._task_status_change_callbacks.append(callback)
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# Recursively register callbacks for all nested attributes of the object
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attrs: dict[str, Any] = get_class_and_instance_attributes(obj)
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||||||
|
for nested_attr_name, nested_attr in attrs.items():
|
||||||
|
if isinstance(nested_attr, TaskManager):
|
||||||
|
self._register_start_stop_task_callbacks(
|
||||||
|
nested_attr, parent_path=f"{parent_path}.{nested_attr_name}"
|
||||||
|
)
|
||||||
|
|
||||||
|
def _set_start_and_stop_for_async_methods(self) -> None: # noqa: C901
|
||||||
|
# inspect the methods of the class
|
||||||
|
for name, method in inspect.getmembers(
|
||||||
|
self, predicate=inspect.iscoroutinefunction
|
||||||
|
):
|
||||||
|
|
||||||
|
@wraps(method)
|
||||||
|
def start_task(*args: Any, **kwargs: Any) -> None:
|
||||||
|
async def task(*args: Any, **kwargs: Any) -> None:
|
||||||
|
try:
|
||||||
|
await method(*args, **kwargs)
|
||||||
|
except asyncio.CancelledError:
|
||||||
|
print(f"Task {name} was cancelled")
|
||||||
|
|
||||||
|
if not self._tasks.get(name):
|
||||||
|
# Get the signature of the coroutine method to start
|
||||||
|
sig = inspect.signature(method)
|
||||||
|
|
||||||
|
# Create a list of the parameter names from the method signature.
|
||||||
|
parameter_names = list(sig.parameters.keys())
|
||||||
|
|
||||||
|
# Extend the list of positional arguments with None values to match
|
||||||
|
# the length of the parameter names list. This is done to ensure
|
||||||
|
# that zip can pair each parameter name with a corresponding value.
|
||||||
|
args_padded = list(args) + [None] * (
|
||||||
|
len(parameter_names) - len(args)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Create a dictionary of keyword arguments by pairing the parameter
|
||||||
|
# names with the values in 'args_padded'. Then merge this dictionary
|
||||||
|
# with the 'kwargs' dictionary. If a parameter is specified in both
|
||||||
|
# 'args_padded' and 'kwargs', the value from 'kwargs' is used.
|
||||||
|
kwargs_updated = {
|
||||||
|
**dict(zip(parameter_names, args_padded)),
|
||||||
|
**kwargs,
|
||||||
|
}
|
||||||
|
|
||||||
|
# Store the task and its arguments in the '__tasks' dictionary. The
|
||||||
|
# key is the name of the method, and the value is a dictionary
|
||||||
|
# containing the task object and the updated keyword arguments.
|
||||||
|
self._tasks[name] = {
|
||||||
|
"task": self._loop.create_task(task(*args, **kwargs)),
|
||||||
|
"kwargs": kwargs_updated,
|
||||||
|
}
|
||||||
|
|
||||||
|
# emit the notification that the task was started
|
||||||
|
for callback in self._task_status_change_callbacks:
|
||||||
|
callback(name, kwargs_updated)
|
||||||
|
else:
|
||||||
|
logger.error(f"Task `{name}` is already running!")
|
||||||
|
|
||||||
|
def stop_task() -> None:
|
||||||
|
# cancel the task
|
||||||
|
task = self._tasks.pop(name)
|
||||||
|
if task is not None:
|
||||||
|
self._loop.call_soon_threadsafe(task["task"].cancel)
|
||||||
|
|
||||||
|
# emit the notification that the task was stopped
|
||||||
|
for callback in self._task_status_change_callbacks:
|
||||||
|
callback(name, None)
|
||||||
|
|
||||||
|
# create start and stop methods for each coroutine
|
||||||
|
setattr(self, f"start_{name}", start_task)
|
||||||
|
setattr(self, f"stop_{name}", stop_task)
|
||||||
|
|
||||||
|
@abstractmethod
|
||||||
|
def _emit_notification(self, parent_path: str, name: str, value: Any) -> None:
|
||||||
|
raise NotImplementedError
|
Loading…
x
Reference in New Issue
Block a user