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@ -1,219 +1,305 @@
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# -*- coding: utf-8 -*-
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"""
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Copyright (C) 2020-2024 LiteyukiStudio. All Rights Reserved
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@Time : 2024/7/26 下午11:21
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@Author : snowykami
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@Email : snowykami@outlook.com
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@File : channel.py
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@Software: PyCharm
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本模块定义了一个通用的通道类,用于进程间通信
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"""
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import functools
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import multiprocessing
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import threading
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import asyncio
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from multiprocessing import Pipe
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from typing import Any, Optional, Callable, Awaitable, List, TypeAlias
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from uuid import uuid4
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from typing import Any, Callable, Coroutine, Generic, Optional, TypeAlias, TypeVar, get_args
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from liteyuki.utils import is_coroutine_callable, run_coroutine
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from liteyuki.log import logger
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from liteyuki.utils import IS_MAIN_PROCESS, is_coroutine_callable
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SYNC_ON_RECEIVE_FUNC: TypeAlias = Callable[[Any], Any]
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ASYNC_ON_RECEIVE_FUNC: TypeAlias = Callable[[Any], Awaitable[Any]]
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ON_RECEIVE_FUNC: TypeAlias = SYNC_ON_RECEIVE_FUNC | ASYNC_ON_RECEIVE_FUNC
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T = TypeVar("T")
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SYNC_FILTER_FUNC: TypeAlias = Callable[[Any], bool]
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ASYNC_FILTER_FUNC: TypeAlias = Callable[[Any], Awaitable[bool]]
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FILTER_FUNC: TypeAlias = SYNC_FILTER_FUNC | ASYNC_FILTER_FUNC
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SYNC_ON_RECEIVE_FUNC: TypeAlias = Callable[[T], Any] # 同步接收函数
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ASYNC_ON_RECEIVE_FUNC: TypeAlias = Callable[[T], Coroutine[Any, Any, Any]] # 异步接收函数
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ON_RECEIVE_FUNC: TypeAlias = SYNC_ON_RECEIVE_FUNC | ASYNC_ON_RECEIVE_FUNC # 接收函数
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IS_MAIN_PROCESS = multiprocessing.current_process().name == "MainProcess"
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SYNC_FILTER_FUNC: TypeAlias = Callable[[T], bool] # 同步过滤函数
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ASYNC_FILTER_FUNC: TypeAlias = Callable[[T], Coroutine[Any, Any, bool]] # 异步过滤函数
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FILTER_FUNC: TypeAlias = SYNC_FILTER_FUNC | ASYNC_FILTER_FUNC # 过滤函数
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_func_id: int = 0
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_channel: dict[str, "Channel"] = {}
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_callback_funcs: dict[str, ON_RECEIVE_FUNC] = {}
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_callback_funcs: dict[int, ON_RECEIVE_FUNC] = {}
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class Channel:
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class Channel(Generic[T]):
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"""
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通道类,用于进程间通信,进程内不可用,仅限主进程和子进程之间通信
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通道类,可以在进程间和进程内通信,双向但同时只能有一个发送者和一个接收者
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有两种接收工作方式,但是只能选择一种,主动接收和被动接收,主动接收使用 `receive` 方法,被动接收使用 `on_receive` 装饰器
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"""
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def __init__(self, _id: str):
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self.main_send_conn, self.sub_receive_conn = Pipe()
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self.sub_send_conn, self.main_receive_conn = Pipe()
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self._closed = False
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self._on_main_receive_funcs: list[str] = []
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self._on_sub_receive_funcs: list[str] = []
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self.name: str = _id
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def __init__(self, name: str, type_check: Optional[bool] = None):
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"""
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初始化通道
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Args:
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name: 通道ID
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type_check: 是否开启类型检查, 若为空,则传入泛型默认开启,否则默认关闭
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"""
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self.is_main_receive_loop_running = False
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self.is_sub_receive_loop_running = False
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self.conn_send, self.conn_recv = Pipe()
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self._conn_send_inner, self._conn_recv_inner = Pipe() # 内部通道,用于子进程通信
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self._closed = False
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self._on_main_receive_func_ids: list[int] = []
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self._on_sub_receive_func_ids: list[int] = []
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self.name: str = name
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self.is_receive_loop_running = False
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if type_check is None:
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# 若传入泛型则默认开启类型检查
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type_check = self._get_generic_type() is not None
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elif type_check:
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if self._get_generic_type() is None:
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raise TypeError("Type hint 是强制类型检查之所必须")
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self.type_check = type_check
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if name in _channel:
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raise ValueError(f"Channel {name} 已存在")
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if IS_MAIN_PROCESS:
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if name in _channel:
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raise ValueError(f"Channel {name} 已存在")
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_channel[name] = self
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logger.debug(f"Channel {name} 已在主进程中初始化")
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else:
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logger.debug(f"Channel {name} 已初始化于子进程中,之后应于主进程中手动设置为妙")
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def _get_generic_type(self) -> Optional[type]:
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"""
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获取通道传递泛型类型
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Returns:
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Optional[type]: 泛型类型
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"""
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if hasattr(self, '__orig_class__'):
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return get_args(self.__orig_class__)[0]
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return None
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def _validate_structure(self, data: Any, structure: type) -> bool:
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"""
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验证数据结构
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Args:
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data: 数据
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structure: 结构
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Returns:
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bool: 是否通过验证
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"""
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if isinstance(structure, type):
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return isinstance(data, structure)
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elif isinstance(structure, tuple):
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if not isinstance(data, tuple) or len(data) != len(structure):
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return False
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return all(self._validate_structure(d, s) for d, s in zip(data, structure))
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elif isinstance(structure, list):
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if not isinstance(data, list):
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return False
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return all(self._validate_structure(d, structure[0]) for d in data)
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elif isinstance(structure, dict):
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if not isinstance(data, dict):
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return False
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return all(k in data and self._validate_structure(data[k], structure[k]) for k in structure)
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return False
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def __str__(self):
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return f"Channel({self.name})"
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def send(self, data: Any):
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def send(self, data: T):
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"""
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发送数据
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发送数据,发送函数为同步函数,没有异步的必要
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Args:
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data: 数据
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data (T): 数据
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"""
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if self._closed:
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raise RuntimeError("无法发送至已关闭的通道中")
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if IS_MAIN_PROCESS:
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print("主进程发送数据:", data)
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self.main_send_conn.send(data)
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else:
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print("子进程发送数据:", data)
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self.sub_send_conn.send(data)
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if self.type_check:
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_type = self._get_generic_type()
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if _type is not None and not self._validate_structure(data, _type):
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raise TypeError(f"该数据必须为 {_type} 实例,而非 {type(data)}")
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def receive(self) -> Any:
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if self._closed:
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raise RuntimeError("数据无法向已关闭的 Channel 中发送")
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self.conn_send.send(data)
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def receive(self) -> T:
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"""
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接收数据
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Args:
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同步接收数据,会阻塞线程
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Returns:
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T: 数据
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"""
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if self._closed:
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raise RuntimeError("无法从已关闭的通道中接收")
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raise RuntimeError("无法在已关闭的 Channel 中接取数据")
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while True:
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# 判断receiver是否为None或者receiver是否等于接收者,是则接收数据,否则不动数据
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if IS_MAIN_PROCESS:
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data = self.main_receive_conn.recv()
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print("主进程接收数据:", data)
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else:
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data = self.sub_receive_conn.recv()
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print("子进程接收数据:", data)
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data = self.conn_recv.recv()
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return data
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def close(self):
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async def async_receive(self) -> T:
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"""
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关闭通道
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异步接收数据,会挂起等待
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Returns:
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T: 数据
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"""
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self._closed = True
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self.sub_receive_conn.close()
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self.main_send_conn.close()
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self.sub_send_conn.close()
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self.main_receive_conn.close()
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loop = asyncio.get_running_loop()
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data = await loop.run_in_executor(None, self.receive)
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return data
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def on_receive(self, filter_func: Optional[FILTER_FUNC] = None) -> Callable[[ON_RECEIVE_FUNC], ON_RECEIVE_FUNC]:
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def on_receive(self, filter_func: Optional[FILTER_FUNC] = None) -> Callable[[Callable[[T], Any]], Callable[[T], Any]]:
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"""
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接收数据并执行函数
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Args:
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filter_func: 过滤函数,为None则不过滤
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filter_func ([`Optional`](https%3A//docs.python.org/3/library/typing.html#typing.Optional)[[`FILTER_FUNC`](#var-FILTER_FUNC)], optional): 过滤函数. Defaults to None.
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Returns:
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装饰器,装饰一个函数在接收到数据后执行
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Callable[[Callable[[T], Any]], Callable[[T], Any]]: 装饰器
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"""
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if (not self.is_sub_receive_loop_running) and not IS_MAIN_PROCESS:
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threading.Thread(target=self._start_sub_receive_loop).start()
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if not IS_MAIN_PROCESS:
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raise RuntimeError("on_receive 仅可用于主进程内")
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if (not self.is_main_receive_loop_running) and IS_MAIN_PROCESS:
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threading.Thread(target=self._start_main_receive_loop).start()
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def decorator(func: Callable[[T], Any]) -> Callable[[T], Any]:
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global _func_id
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def decorator(func: ON_RECEIVE_FUNC) -> ON_RECEIVE_FUNC:
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async def wrapper(data: Any) -> Any:
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async def wrapper(data: T) -> Any:
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if filter_func is not None:
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if is_coroutine_callable(filter_func):
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if not await filter_func(data):
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if not (await filter_func(data)): # type: ignore
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return
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else:
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if not filter_func(data):
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return
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return await func(data)
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function_id = str(uuid4())
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_callback_funcs[function_id] = wrapper
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if is_coroutine_callable(func):
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return await func(data)
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else:
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return func(data)
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_callback_funcs[_func_id] = wrapper
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if IS_MAIN_PROCESS:
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self._on_main_receive_funcs.append(function_id)
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self._on_main_receive_func_ids.append(_func_id)
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else:
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self._on_sub_receive_funcs.append(function_id)
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self._on_sub_receive_func_ids.append(_func_id)
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_func_id += 1
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return func
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return decorator
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def _run_on_main_receive_funcs(self, data: Any):
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async def _run_on_receive_funcs(self, data: Any):
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"""
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运行接收函数
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Args:
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data: 数据
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"""
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for func_id in self._on_main_receive_funcs:
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func = _callback_funcs[func_id]
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run_coroutine(func(data))
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def _run_on_sub_receive_funcs(self, data: Any):
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"""
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运行接收函数
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Args:
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data: 数据
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"""
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for func_id in self._on_sub_receive_funcs:
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func = _callback_funcs[func_id]
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run_coroutine(func(data))
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def _start_main_receive_loop(self):
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"""
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开始接收数据
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"""
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self.is_main_receive_loop_running = True
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while not self._closed:
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data = self.main_receive_conn.recv()
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self._run_on_main_receive_funcs(data)
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def _start_sub_receive_loop(self):
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"""
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开始接收数据
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"""
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self.is_sub_receive_loop_running = True
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while not self._closed:
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data = self.sub_receive_conn.recv()
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self._run_on_sub_receive_funcs(data)
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def __iter__(self):
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return self
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def __next__(self) -> Any:
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return self.receive()
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if IS_MAIN_PROCESS:
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[asyncio.create_task(_callback_funcs[func_id](data)) for func_id in self._on_main_receive_func_ids]
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else:
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[asyncio.create_task(_callback_funcs[func_id](data)) for func_id in self._on_sub_receive_func_ids]
|
||||
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||||
|
||||
"""默认通道实例,可直接从模块导入使用"""
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chan = Channel("default")
|
||||
"""子进程可用的主动和被动通道"""
|
||||
active_channel: Channel = Channel(name="active_channel") # 主动通道
|
||||
passive_channel: Channel = Channel(name="passive_channel") # 被动通道
|
||||
publish_channel: Channel[tuple[str, dict[str, Any]]] = Channel(name="publish_channel") # 发布通道
|
||||
"""通道传递通道,主进程创建单例,子进程初始化时实例化"""
|
||||
channel_deliver_active_channel: Channel[Channel[Any]] # 主动通道传递通道
|
||||
channel_deliver_passive_channel: Channel[tuple[str, dict[str, Any]]] # 被动通道传递通道
|
||||
|
||||
if IS_MAIN_PROCESS:
|
||||
channel_deliver_active_channel = Channel(name="channel_deliver_active_channel") # 主动通道传递通道
|
||||
channel_deliver_passive_channel = Channel(name="channel_deliver_passive_channel") # 被动通道传递通道
|
||||
|
||||
|
||||
def set_channel(name: str, channel: Channel):
|
||||
@channel_deliver_passive_channel.on_receive(filter_func=lambda data: data[0] == "set_channel")
|
||||
def on_set_channel(data: tuple[str, dict[str, Any]]):
|
||||
name, channel = data[1]["name"], data[1]["channel_"]
|
||||
set_channel(name, channel)
|
||||
|
||||
|
||||
@channel_deliver_passive_channel.on_receive(filter_func=lambda data: data[0] == "get_channel")
|
||||
def on_get_channel(data: tuple[str, dict[str, Any]]):
|
||||
name, recv_chan = data[1]["name"], data[1]["recv_chan"]
|
||||
recv_chan.send(get_channel(name))
|
||||
|
||||
|
||||
@channel_deliver_passive_channel.on_receive(filter_func=lambda data: data[0] == "get_channels")
|
||||
def on_get_channels(data: tuple[str, dict[str, Any]]):
|
||||
recv_chan = data[1]["recv_chan"]
|
||||
recv_chan.send(get_channels())
|
||||
|
||||
|
||||
def set_channel(name: str, channel: "Channel"):
|
||||
"""
|
||||
设置通道实例
|
||||
Args:
|
||||
name: 通道名称
|
||||
channel: 通道实例
|
||||
name ([`str`](https%3A//docs.python.org/3/library/stdtypes.html#str)): 通道名称
|
||||
channel ([`Channel`](#class-channel-generic-t)): 通道实例
|
||||
"""
|
||||
_channel[name] = channel
|
||||
if not isinstance(channel, Channel):
|
||||
raise TypeError(f"channel_ 必须为 Channel 实例,而非 {type(channel)}")
|
||||
|
||||
if IS_MAIN_PROCESS:
|
||||
if name in _channel:
|
||||
raise ValueError(f"Channel {name} 已存在")
|
||||
_channel[name] = channel
|
||||
else:
|
||||
# 请求主进程设置通道
|
||||
channel_deliver_passive_channel.send(
|
||||
(
|
||||
"set_channel", {
|
||||
"name" : name,
|
||||
"channel_": channel,
|
||||
}
|
||||
)
|
||||
)
|
||||
|
||||
|
||||
def set_channels(channels: dict[str, Channel]):
|
||||
def set_channels(channels: dict[str, "Channel"]):
|
||||
"""
|
||||
设置通道实例
|
||||
Args:
|
||||
channels: 通道名称
|
||||
channels ([`dict`](https%3A//docs.python.org/3/library/stdtypes.html#dict)[[`str`](https%3A//docs.python.org/3/library/stdtypes.html#str), [`Channel`](#class-channel-generic-t)]): 通道实例
|
||||
"""
|
||||
for name, channel in channels.items():
|
||||
_channel[name] = channel
|
||||
set_channel(name, channel)
|
||||
|
||||
|
||||
def get_channel(name: str) -> Optional[Channel]:
|
||||
def get_channel(name: str) -> "Channel":
|
||||
"""
|
||||
获取通道实例
|
||||
Args:
|
||||
name: 通道名称
|
||||
name ([`str`](https%3A//docs.python.org/3/library/stdtypes.html#str)): 通道名称
|
||||
Returns:
|
||||
[`Channel`](#class-channel-generic-t): 通道实例
|
||||
"""
|
||||
return _channel.get(name, None)
|
||||
if IS_MAIN_PROCESS:
|
||||
return _channel[name]
|
||||
|
||||
else:
|
||||
recv_chan = Channel[Channel[Any]]("recv_chan")
|
||||
channel_deliver_passive_channel.send(
|
||||
(
|
||||
"get_channel",
|
||||
{
|
||||
"name" : name,
|
||||
"recv_chan": recv_chan
|
||||
}
|
||||
)
|
||||
)
|
||||
return recv_chan.receive()
|
||||
|
||||
|
||||
def get_channels() -> dict[str, Channel]:
|
||||
def get_channels() -> dict[str, "Channel"]:
|
||||
"""
|
||||
获取通道实例
|
||||
获取通道实例们
|
||||
Returns:
|
||||
[`dict`](https%3A//docs.python.org/3/library/stdtypes.html#dict)[[`str`](https%3A//docs.python.org/3/library/stdtypes.html#str), [`Channel`](#class-channel-generic-t)]: 通道实例
|
||||
"""
|
||||
return _channel
|
||||
if IS_MAIN_PROCESS:
|
||||
return _channel
|
||||
else:
|
||||
recv_chan = Channel[dict[str, Channel[Any]]]("recv_chan")
|
||||
channel_deliver_passive_channel.send(
|
||||
(
|
||||
"get_channels",
|
||||
{
|
||||
"recv_chan": recv_chan
|
||||
}
|
||||
)
|
||||
)
|
||||
return recv_chan.receive()
|
||||
|
Reference in New Issue
Block a user