refactor: 完成 0.4.0 版本更新

完成 0.4.0 版本更新, 为了消除此前提交消息风格不一致与错误提交超大文件的问题, 维持代码统计数据的准确性和提交消息风格的一致性, 重新初始化仓库; 旧的提交历史在 HeurAMS-legacy 仓库(https://gitea.imwangzhiyu.xyz/ajax/HeurAMS-legacy)
This commit is contained in:
2025-12-17 22:31:38 +08:00
commit 2f23cfe174
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# Project specific additions
.devflag
.vscode/
.directory
__pycache__/
.idea/
cache/
#nucleon/test.toml
electron/test.toml
*.egg-info/
build/
dist/
old/
# Project specific directories
# config/
data/cache/
data/electron/
data/nucleon/
!data/nucleon/test*
data/orbital/
AGENTS.md
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/
.claude/
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
.pybuilder/
target/
# Jupyter Notebook
.ipynb_checkpoints
# IPython
profile_default/
ipython_config.py
# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly used for packaging.
#poetry.lock
#poetry.toml
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
#pdm.toml
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
# pytype static type analyzer
.pytype/
# Cython debug symbols
cython_debug/
# PyCharm
.idea/
# Audio cache and temporary files
*.mp3
*.wav
*.ogg
*.tmp
# LLM cache files
*.cache
*.jsonl
# Log files
*.log
logs/
# OS generated files
.DS_Store
.DS_Store?
._*
.Spotlight-V100
.Trashes
ehthumbs.db
Thumbs.db
# Windows
Thumbs.db
ehthumbs.db
Desktop.ini
# Linux
*~
# VSCode
.vscode/
!.vscode/settings.json
!.vscode/tasks.json
!.vscode/launch.json
!.vscode/extensions.json
*.code-workspace
# Temporary files
*.tmp
*.temp

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# 贡献指南
欢迎为此项目做出贡献!
本项目是一个开源项目, 我们鼓励社区成员参与改进.
## 开发流程
1. **分支划分**:
- `main` 分支: 稳定版本
- `dev` 分支: 开发版本
- 功能分支: 从 `dev` 分支创建, 命名格式为 `feature/描述``fix/描述``refactor/描述`
2. **代码风格**:
- 请使用 Black 格式化代码
- 遵循 PEP 8 规范
- 添加适当的文档字符串
3. **提交消息**:
- 使用简体中文或英文撰写清晰的提交消息
- 格式: 遵循 Conventional Commits 规范
## 设置开发环境
```bash
# 克隆仓库
git clone https://gitea.imwangzhiyu.xyz/ajax/HeurAMS
cd HeurAMS
# 你可能需要切换分支
# 安装依赖
pip install -r requirements.txt
# 安装开发版本
pip install -e .
```
## 许可证
贡献者同意其贡献将在 AGPL-3.0 许可证下发布.

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# 潜进 (HeurAMS) - 启发式辅助记忆程序
## 概述
"潜进" (HeurAMS: Heuristic Auxiliary Memorizing Scheduler, 启发式记忆辅助调度器) 是为习题册, 古诗词, 及其他问答/记忆/理解型知识设计的多用途辅助记忆软件, 提供动态规划的优化记忆方案
## 关于此仓库
"潜进" 软件组项目包含多个子项目
此仓库包含了 "潜进" 项目的核心和基于 Textual 的基本用户界面的实现
## 开发进程
- 0.0.x: 简易调度器实现与最小原型.
- 0.1.x: 命令行操作的调度器.
- 0.2.x: 使用 Textual 构建富文本终端用户界面, 项目可行性验证, 采用 SM-2 原始算法, 评估方式为用户自评估的原型.
- 0.3.x: 简单的多文件项目, 创建了记忆内容/算法数据结构, 基于 SM-2 改进算法的自动复习测评评估. 重点设计古诗文记忆理解功能, 以及 TUI 界面实现, 简单的 TTS 集成.
- 0.4.x: 使用模块管理解耦设计, 增加文档与类型标注, 采用上下文设计模式的隐式依赖注入与遵从 IoC, 注册器设计的算法与功能实现, 支持其他调度算法模块 (SM-2, FSRS) 与谜题模块, 采用日志调试, 更新文件格式, 引入动态数据模式(宏驱动的动态内容生成), 与基于文件的策略调控, 更佳的用户数据处理, 加入模块化扩展集成, 将算法数据格式换为 json 提高性能, 采用 provider-service 抽象架构, 支持切换服务提供者, 整体兼容性改进.
> 下一步?
> 使用 Flutter 构建酷酷的现代化前端, 增加云同步/文档源服务...
## 特性
### 间隔迭代算法
> 许多出版物都广泛讨论了不同重复间隔对学习效果的影响. 特别是, 间隔效应被认为是一种普遍现象. 间隔效应是指, 如果重复的间隔是分散/稀疏的, 而不是集中重复, 那么学习任务的表现会更好. 因此, 有观点提出, 学习中使用的最佳重复间隔是**最长的、但不会导致遗忘的间隔**.
- 采用经实证的 SM-2 间隔迭代算法, 此算法亦用作 Anki 闪卡记忆软件的默认闪卡调度器
- 动态规划每个记忆单元的记忆间隔时间表
- 动态跟踪记忆反馈数据, 优化长期记忆保留率与稳定性
### 学习进程优化
- 逐字解析: 支持逐字详细释义解析
- 语法分析: 接入生成式人工智能, 支持古文结构交互式解析
- 自然语音: 集成微软神经网络文本转语音 (TTS) 技术
- 多种谜题类型: 选择题 (MCQ)、填空题 (Cloze)、识别题 (Recognition)
- 动态内容生成: 支持宏驱动的模板系统, 根据上下文动态生成题目
### 实用用户界面
- 响应式 Textual 框架构建的跨平台 TUI 界面
- 支持触屏/鼠标/键盘多操作模式
- 简洁直观的复习流程设计
### 架构特性
- 模块化设计: 算法、谜题、服务提供者可插拔替换
- 上下文管理: 使用 ContextVar 实现隐式依赖注入
- 数据持久化: TOML 配置与内容, JSON 算法状态
- 服务抽象: 音频播放、TTS、LLM 通过 provider 架构支持多种后端
- 完整日志系统: 带轮转的日志记录, 便于调试
## 安装
### 从源码安装
1. 克隆仓库:
```bash
git clone https://gitea.imwangzhiyu.xyz/ajax/HeurAMS
cd HeurAMS
```
2. 安装依赖:
```bash
pip install -r requirements.txt
```
3. 以开发模式安装包:
```bash
pip install -e .
```
## 使用
### 启动应用
```bash
# 在任一目录(建议是空目录或者包根目录, 将被用作存放数据)下运行
python -m heurams.interface
```
### 数据目录结构
应用会在工作目录下创建以下数据目录:
- `data/nucleon/`: 记忆内容 (TOML 格式)
- `data/electron/`: 算法状态 (JSON 格式)
- `data/orbital/`: 策略配置 (TOML 格式)
- `data/cache/`: 音频缓存文件
- `data/template/`: 内容模板
首次运行时会自动创建这些目录.
## 配置
配置文件位于 `config/config.toml`(相对于工作目录). 如果不存在, 会使用内置的默认配置.
## 项目结构
### 架构图
以下 Mermaid 图展示了 HeurAMS 的主要组件及其关系:
```mermaid
graph TB
subgraph "用户界面层 (TUI)"
TUI[Textual TUI]
Widgets[界面组件]
Screens[应用屏幕]
end
subgraph "服务层"
Config[配置管理]
Logger[日志系统]
Timer[时间服务]
AudioService[音频服务]
TTSService[TTS服务]
OtherServices[其他服务]
end
subgraph "内核层"
Algorithms[算法模块]
Particles[数据模型]
Puzzles[谜题模块]
Reactor[调度反应器]
end
subgraph "提供者层"
AudioProvider[音频提供者]
TTSProvider[TTS提供者]
OtherProviders[其他提供者]
end
subgraph "数据层"
Files[本地文件数据]
end
subgraph "上下文管理"
Context[ConfigContext]
CtxVar[config_var]
end
TUI --> Config
TUI --> Logger
TUI --> AudioService
TUI --> TTSService
TUI --> OtherServices
Config --> Files
Config --> Context
AudioService --> AudioProvider
TTSService --> TTSProvider
OtherServices --> OtherProviders
Reactor --> Algorithms
Reactor --> Particles
Reactor --> Puzzles
Particles --> Files
Algorithms --> Files
```
### 目录结构
```
src/heurams/
├── __init__.py # 包入口点
├── context.py # 全局上下文、路径、配置上下文管理器
├── services/ # 核心服务
│ ├── config.py # 配置管理
│ ├── logger.py # 日志系统
│ ├── timer.py # 时间服务
│ ├── audio_service.py # 音频播放抽象
│ └── tts_service.py # 文本转语音抽象
├── kernel/ # 核心业务逻辑
│ ├── algorithms/ # 间隔重复算法 (FSRS, SM2)
│ ├── particles/ # 数据模型 (Atom, Electron, Nucleon, Orbital)
│ ├── puzzles/ # 谜题类型 (MCQ, cloze, recognition)
│ └── reactor/ # 调度和处理逻辑
├── providers/ # 外部服务提供者
│ ├── audio/ # 音频播放实现
│ ├── tts/ # 文本转语音实现
│ └── llm/ # LLM 集成
├── interface/ # Textual TUI 界面
│ ├── widgets/ # UI 组件
│ ├── screens/ # 应用屏幕
│ └── __main__.py # 应用入口点
└── default/ # 默认配置和数据模板
```
## 贡献
欢迎贡献!请参阅 [CONTRIBUTING.md](CONTRIBUTING.md) 了解贡献指南.
## 许可证
本项目基于 AGPL-3.0 许可证开源. 详见 [LICENSE](LICENSE) 文件.

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# [调试] 将更改保存到文件
persist_to_file = 1
# [调试] 覆写时间, 设为 -1 以禁用
daystamp_override = -1
timestamp_override = -1
# [调试] 一键通过
quick_pass = 1
# 对于每个项目的默认新记忆原子数量
scheduled_num = 8
# UTC 时间戳修正 仅用于 UNIX 日时间戳的生成修正, 单位为秒
timezone_offset = +28800 # 中国标准时间 (UTC+8)
[puzzles] # 谜题默认配置
[puzzles.mcq]
max_riddles_num = 2
[puzzles.cloze]
min_denominator = 3
[paths] # 相对于配置文件的 ".." (即工作目录) 而言 或绝对路径
nucleon_dir = "./data/nucleon"
electron_dir = "./data/electron"
orbital_dir = "./data/orbital"
cache_dir = "./data/cache"
template_dir = "./data/template"
[services] # 定义服务到提供者的映射
audio = "playsound" # 可选项: playsound(通用), termux(仅用于支持 Android Termux), mpg123(TODO)
tts = "edgetts" # 可选项: edgetts
llm = "openai" # 可选项: openai
[providers.llm.openai] # 与 OpenAI 相容的语言模型接口服务设置
url = ""
key = ""

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# Nucleon 是 HeurAMS 软件项目使用的基于 TOML 的专有源文件格式, 版本 5
# 建议使用的 MIME 类型: application/vnd.xyz.imwangzhiyu.heurams-nucleon.v5+toml
[__metadata__]
[__metadata__.attribution] # 元信息
desc = "带有宏支持的空白模板"
[__metadata__.annotation] # 键批注
[__metadata__.formation] # 文件配置
#delimiter = "/"
#tts_text = "eval:nucleon['content'].replace('/', '')"
[__metadata__.orbital.puzzles] # 谜题定义
# 我们称 "Recognition" 为 recognition 谜题的 alia
#"Recognition" = { __origin__ = "recognition", __hint__ = "", primary = "eval:nucleon['content']", secondary = ["eval:nucleon['keyword_note']", "eval:nucleon['note']"], top_dim = ["eval:nucleon['translation']"] }
#"SelectMeaning" = { __origin__ = "mcq", __hint__ = "eval:nucleon['content']", mapping = "eval:nucleon['keyword_note']", jammer = "eval:nucleon['keyword_note']", max_riddles_num = "eval:default['mcq']['max_riddles_num']", prefix = "选择正确项: " }
#"FillBlank" = { __origin__ = "cloze", __hint__ = "", text = "eval:nucleon['content']", delimiter = "eval:metadata['formation']['delimiter']", min_denominator = "eval:default['cloze']['min_denominator']"}
[__metadata__.orbital.schedule] # 内置的推荐学习方案
#quick_review = [["FillBlank", "1.0"], ["SelectMeaning", "0.5"], ["recognition", "1.0"]]
#recognition = [["Recognition", "1.0"]]
#final_review = [["FillBlank", "0.7"], ["SelectMeaning", "0.7"], ["recognition", "1.0"]]

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[build-system]
requires = ["setuptools>=45", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "heurams"
version = "0.4.0"
description = "Heuristic Assisted Memory Scheduler"
license = {file = "LICENSE"}
classifiers = [
"License :: OSI Approved :: GNU Affero General Public License v3",
"Programming Language :: Python :: 3",
"Operating System :: OS Independent",
"Topic :: Education",
"Intended Audience :: Education",
]
keywords = ["spaced-repetition", "memory", "learning", "tui", "textual", "flashcards", "education"]
dependencies = [
"bidict==0.23.1",
"playsound==1.2.2",
"textual==5.3.0",
"toml==0.10.2",
]
readme = "README.md"
[tool.setuptools.packages.find]
where = ["src"]

4
requirements.txt Normal file
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bidict==0.23.1
playsound==1.2.2
textual==5.3.0
toml==0.10.2

7
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print("欢迎使用 HeurAMS 及其组件!")
# 补充日志记录
from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.info("欢迎使用 HeurAMS 及其组件!")

7
src/heurams/__main__.py Normal file
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prompt = """HeurAMS 已经被成功地安装在系统中.
但 HeurAMS 被设计为一个带有辅助记忆调度器功能的软件包, 无法直接被执行, 但可被其他 Python 程序调用.
若您想启动内置的基本用户界面,
请运行 python -m heurams.interface,
或者 python -m heurams.interface.__main__
注意: 一个常见的误区是, 执行 interface 下的 __main__.py 运行基本用户界面, 这会导致 Python 上下文环境异常, 请不要这样做."""
print(prompt)

58
src/heurams/context.py Normal file
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"""
全局上下文管理模块
以及基准路径
"""
from contextvars import ContextVar
import pathlib
from heurams.services.config import ConfigFile
from heurams.services.logger import get_logger
# 默认配置文件路径规定: 以包目录为准
# 用户配置文件路径规定: 以运行目录为准
# 数据文件路径规定: 以运行目录为准
rootdir = pathlib.Path(__file__).parent
print(f"rootdir: {rootdir}")
logger = get_logger(__name__)
logger.debug(f"项目根目录: {rootdir}")
workdir = pathlib.Path.cwd()
print(f"workdir: {workdir}")
logger.debug(f"工作目录: {workdir}")
config_var: ContextVar[ConfigFile] = ContextVar(
"config_var", default=ConfigFile(rootdir / "default" / "config" / "config.toml")
)
try:
config_var: ContextVar[ConfigFile] = ContextVar(
"config_var", default=ConfigFile(workdir / "config" / "config.toml")
) # 配置文件
print("已加载自定义用户配置")
logger.info("已加载自定义用户配置, 路径: %s", workdir / "config" / "config.toml")
except Exception as e:
print("未能加载自定义用户配置")
logger.warning("未能加载自定义用户配置, 错误: %s", e)
# runtime_var: ContextVar = ContextVar('runtime_var', default=dict()) # 运行时共享数据
class ConfigContext:
"""
功能完备的上下文管理器
用于临时切换配置的作用域, 支持嵌套使用
Example:
>>> with ConfigContext(test_config):
... get_daystamp() # 使用 test_config
>>> get_daystamp() # 恢复原配置
"""
def __init__(self, config_provider: ConfigFile):
self.config_provider = config_provider
self._token = None
def __enter__(self):
self._token = config_var.set(self.config_provider)
return self
def __exit__(self, exc_type, exc_val, exc_tb):
config_var.reset(self._token) # type: ignore

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# [调试] 将更改保存到文件
persist_to_file = 1
# [调试] 覆写时间, 设为 -1 以禁用
daystamp_override = -1
timestamp_override = -1
# [调试] 一键通过
quick_pass = 0
# 对于每个项目的默认新记忆原子数量
tasked_number = 8
# UTC 时间戳修正 仅用于 UNIX 日时间戳的生成修正, 单位为秒
timezone_offset = +28800 # 中国标准时间 (UTC+8)
[puzzles] # 谜题默认配置
[puzzles.mcq]
max_riddles_num = 2
[puzzles.cloze]
min_denominator = 3
[paths] # 相对于工作目录而言 或绝对路径
nucleon_dir = "./data/nucleon"
electron_dir = "./data/electron"
orbital_dir = "./data/orbital"
cache_dir = "./data/cache"

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# Interface - 用户界面
与界面系统**强绑定**的相关代码文件, "界面系统" 在此处是基本界面实现相关的 Textual 框架

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from textual.app import App
from textual.widgets import Button
from .screens.dashboard import DashboardScreen
from .screens.nucreator import NucleonCreatorScreen
from .screens.precache import PrecachingScreen
from .screens.about import AboutScreen
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class HeurAMSApp(App):
TITLE = "潜进"
CSS_PATH = "css/main.tcss"
SUB_TITLE = "启发式辅助记忆调度器"
BINDINGS = [
("q", "quit", "退出"),
("d", "toggle_dark", "切换色调"),
("1", "app.push_screen('dashboard')", "仪表盘"),
("2", "app.push_screen('precache_all')", "缓存管理器"),
("3", "app.push_screen('nucleon_creator')", "创建新单元"),
("0", "app.push_screen('about')", "版本信息"),
]
SCREENS = {
"dashboard": DashboardScreen,
"nucleon_creator": NucleonCreatorScreen,
"precache_all": PrecachingScreen,
"about": AboutScreen,
}
def on_mount(self) -> None:
self.push_screen("dashboard")
def on_button_pressed(self, event: Button.Pressed) -> None:
self.exit(event.button.id)
def action_do_nothing(self):
print("DO NOTHING")
self.refresh()
def environment_check():
from pathlib import Path
logger.debug("检查环境路径")
for i in config_var.get()["paths"].values():
i = Path(i)
if not i.exists():
logger.info("创建目录: %s", i)
print(f"创建 {i}")
i.mkdir(exist_ok=True, parents=True)
else:
logger.debug("目录已存在: %s", i)
print(f"找到 {i}")
logger.debug("环境检查完成")
def is_subdir(parent, child):
try:
child.relative_to(parent)
logger.debug("is_subdir: %s%s 的子目录", child, parent)
return 1
except:
logger.debug("is_subdir: %s 不是 %s 的子目录", child, parent)
return 0
# 开发模式
from heurams.context import rootdir, workdir, config_var
from pathlib import Path
from heurams.context import rootdir
import os
if is_subdir(Path(rootdir), Path(os.getcwd())):
os.chdir(Path(rootdir) / ".." / "..")
print(f'转入开发数据目录: {Path(rootdir)/".."/".."}')
environment_check()
app = HeurAMSApp()
if __name__ == "__main__":
app.run()
def main():
app.run()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
Static,
Button,
Markdown,
)
from textual.containers import ScrollableContainer, ScrollableContainer
from textual.screen import Screen
import heurams.services.version as version
from heurams.context import *
class AboutScreen(Screen):
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer(id="about_container"):
yield Label("[b]关于与版本信息[/b]")
about_text = f"""
# 关于 "潜进"
版本 {version.ver} {version.stage.capitalize()}
开发代号: {version.codename.capitalize()}
一个基于启发式算法的开放源代码记忆调度器, 旨在帮助用户更高效地进行记忆工作与学习规划.
以 AGPL-3.0 开放源代码
开发人员:
- Wang Zhiyu([@pluvium27](https://github.com/pluvium27)): 项目作者
特别感谢:
- [Piotr A. Woźniak](https://supermemo.guru/wiki/Piotr_Wozniak): SuperMemo-2 算法
- [Thoughts Memo](https://www.zhihu.com/people/L.M.Sherlock): 文献参考
# 参与贡献
我们是一个年轻且包容的社区, 由技术人员, 设计师, 文书工作者, 以及创意人员共同构成,
通过我们协力开发的软件为所有人谋取福祉.
上述工作不可避免地让我们确立了下列价值观 (取自 KDE 宣言):
- 开放治理 确保更多人能参与我们的领导和决策进程;
- 自由软件 确保我们的工作成果随时能为所有人所用;
- 多样包容 确保所有人都能加入社区并参加工作;
- 创新精神 确保新思路能不断涌现并服务于所有人;
- 共同产权 确保我们能团结一致;
- 迎合用户 确保我们的成果对所有人有用.
综上所述, 在为我们共同目标奋斗的过程中, 我们认为上述价值观反映了我们社区的本质, 是我们始终如一地保持初心的关键所在.
这是一项立足于协作精神的事业, 它的运作和产出不受任何单一个人或者机构的操纵.
我们的共同目标是为人人带来高品质的辅助记忆 & 学习软件.
不管您来自何方, 我们都欢迎您加入社区并做出贡献.
"""
# """
# 学术数据
# "潜进" 的用户数据可用于科学方面的研究, 我们将在未来版本添加学术数据的收集和展示平台
# """
yield Markdown(about_text, classes="about-markdown")
yield Button(
"返回主界面",
id="back_button",
variant="primary",
classes="back-button",
)
yield Footer()
def action_go_back(self):
self.app.pop_screen()
def on_button_pressed(self, event) -> None:
event.stop()
if event.button.id == "back_button":
self.action_go_back()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
ListView,
ListItem,
Button,
Static,
)
from textual.containers import ScrollableContainer
from textual.screen import Screen
from heurams.kernel.particles import *
from heurams.context import *
import heurams.services.version as version
import heurams.services.timer as timer
from .preparation import PreparationScreen
from .about import AboutScreen
from heurams.services.logger import get_logger
import pathlib
logger = get_logger(__name__)
class DashboardScreen(Screen):
SUB_TITLE = "仪表盘"
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
yield ScrollableContainer(
Label(f'欢迎使用 "潜进" 启发式辅助记忆调度器', classes="title-label"),
Label(f"当前 UNIX 日时间戳: {timer.get_daystamp()}"),
Label(f'时区修正: UTC+{config_var.get()["timezone_offset"] / 3600}'),
Label("选择待学习或待修改的记忆单元集:", classes="title-label"),
ListView(id="union-list", classes="union-list-view"),
Label(
f'"潜进" 启发式辅助记忆调度器 | 版本 {version.ver} {version.codename.capitalize()} 2025'
),
)
yield Footer()
def item_desc_generator(self, filename) -> dict:
"""简单分析以生成项目项显示文本
Returns:
dict: 以数字为列表, 分别呈现单行字符串
"""
res = dict()
filestem = pathlib.Path(filename).stem
res[0] = f"{filename}\0"
from heurams.kernel.particles.loader import load_electron
import heurams.kernel.particles as pt
electron_file_path = pathlib.Path(config_var.get()["paths"]["electron_dir"]) / (
filestem + ".json"
)
logger.debug(f"电子文件路径: {electron_file_path}")
if electron_file_path.exists(): # 未找到则创建电子文件 (json)
pass
else:
electron_file_path.touch()
with open(electron_file_path, "w") as f:
f.write("{}")
electron_dict = load_electron(path=electron_file_path) # TODO: 取消硬编码扩展名
logger.debug(electron_dict)
is_due = 0
is_activated = 0
nextdate = 0x3F3F3F3F
for i in electron_dict.values():
i: pt.Electron
logger.debug(i, i.is_due())
if i.is_due():
is_due = 1
if i.is_activated():
is_activated = 1
nextdate = min(nextdate, i.nextdate())
res[1] = f"下一次复习: {nextdate}\n"
res[1] += f"{is_due if "需要复习" else "当前无需复习"}"
if not is_activated:
res[1] = " 尚未激活"
return res
def on_mount(self) -> None:
union_list_widget = self.query_one("#union-list", ListView)
probe = probe_all(0)
if len(probe["nucleon"]):
for file in probe["nucleon"]:
text = self.item_desc_generator(file)
union_list_widget.append(
ListItem(
Label(text[0] + "\n" + text[1]),
)
)
else:
union_list_widget.append(
ListItem(
Static(
"在 ./nucleon/ 中未找到任何内容源数据文件.\n请放置文件后重启应用.\n或者新建空的单元集."
)
)
)
union_list_widget.disabled = True
def on_list_view_selected(self, event) -> None:
if not isinstance(event.item, ListItem):
return
selected_label = event.item.query_one(Label)
if "未找到任何 .toml 文件" in str(selected_label.renderable): # type: ignore
return
selected_filename = pathlib.Path(
str(selected_label.renderable)
.partition("\0")[0] # 文件名末尾截断, 保留文件名
.replace("*", "")
) # 去除markdown加粗
nucleon_file_path = (
pathlib.Path(config_var.get()["paths"]["nucleon_dir"]) / selected_filename
)
electron_file_path = pathlib.Path(config_var.get()["paths"]["electron_dir"]) / (
str(selected_filename.stem) + ".json"
)
self.app.push_screen(PreparationScreen(nucleon_file_path, electron_file_path))
def on_button_pressed(self, event) -> None:
if event.button.id == "new_nucleon_button":
# 切换到创建单元
from .nucreator import NucleonCreatorScreen
newscr = NucleonCreatorScreen()
self.app.push_screen(newscr)
elif event.button.id == "precache_all_button":
# 切换到缓存管理器
from .precache import PrecachingScreen
precache_screen = PrecachingScreen()
self.app.push_screen(precache_screen)
elif event.button.id == "about_button":
from .about import AboutScreen
about_screen = AboutScreen()
self.app.push_screen(about_screen)
def action_quit_app(self) -> None:
self.app.exit()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import Header, Footer, Label, Static, Button
from textual.containers import Center, ScrollableContainer
from textual.screen import Screen
from textual.reactive import reactive
from enum import Enum, auto
from heurams.services.logger import get_logger
from heurams.context import config_var
from heurams.kernel.reactor import *
import heurams.kernel.particles as pt
import heurams.kernel.puzzles as pz
from .. import shim
class AtomState(Enum):
FAILED = auto()
NORMAL = auto()
logger = get_logger(__name__)
class MemScreen(Screen):
BINDINGS = [
("q", "pop_screen", "返回"),
# ("p", "prev", "复习上一个"),
("d", "toggle_dark", ""),
("v", "play_voice", "朗读"),
("0,1,2,3", "app.push_screen('about')", ""),
]
if config_var.get()["quick_pass"]:
BINDINGS.append(("k", "quick_pass", "跳过"))
rating = reactive(-1)
def __init__(
self,
atoms: list,
name: str | None = None,
id: str | None = None,
classes: str | None = None,
) -> None:
super().__init__(name, id, classes)
self.atoms = atoms
self.phaser = Phaser(atoms)
# logger.debug(self.phaser.state)
self.procession: Procession = self.phaser.current_procession() # type: ignore
self.atom: pt.Atom = self.procession.current_atom
# logger.debug(self.phaser.state)
# self.procession.forward(1)
for i in atoms:
i.do_eval()
def on_mount(self):
self.load_puzzle()
pass
def puzzle_widget(self):
try:
logger.debug(self.phaser.state)
logger.debug(self.procession.cursor)
logger.debug(self.atom)
self.fission = Fission(self.atom, self.phaser.state)
puzzle_debug = next(self.fission.generate())
# logger.debug(puzzle_debug)
return shim.puzzle2widget[puzzle_debug["puzzle"]](
atom=self.atom, alia=puzzle_debug["alia"]
)
except (KeyError, StopIteration, AttributeError) as e:
logger.debug(f"调度展开出错: {e}")
return Static("无法生成谜题")
# logger.debug(shim.puzzle2widget[puzzle_debug["puzzle"]])
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer():
yield Label(self._get_progress_text(), id="progress")
# self.mount(self.current_widget()) # type: ignore
yield ScrollableContainer(id="puzzle-container")
# yield Button("重新学习此单元", id="re-recognize", variant="warning")
yield Footer()
def _get_progress_text(self):
return f"当前进度: {self.procession.process() + 1}/{self.procession.total_length()}"
def update_display(self):
progress_widget = self.query_one("#progress")
progress_widget.update(self._get_progress_text()) # type: ignore
def load_puzzle(self):
self.atom: pt.Atom = self.procession.current_atom
container = self.query_one("#puzzle-container")
for i in container.children:
i.remove()
container.mount(self.puzzle_widget())
def load_finished_widget(self):
container = self.query_one("#puzzle-container")
for i in container.children:
i.remove()
from heurams.interface.widgets.finished import Finished
container.mount(Finished())
def on_button_pressed(self, event):
event.stop()
def watch_rating(self, old_rating, new_rating) -> None:
if self.procession == 0:
return
if new_rating == -1:
return
forwards = 1 if new_rating >= 4 else 0
self.rating = -1
logger.debug(f"试图前进: {"允许" if forwards else "禁止"}")
if forwards:
ret = self.procession.forward(1)
if ret == 0: # 若结束了此次队列
self.procession = self.phaser.current_procession() # type: ignore
if self.procession == 0: # 若所有队列都结束了
logger.debug(f"记忆进程结束")
for i in self.atoms:
i: pt.Atom
i.revise()
i.persist("electron")
self.load_finished_widget()
return
else:
logger.debug(f"建立新队列 {self.procession.phase}")
self.load_puzzle()
else: # 若不通过
self.procession.append()
self.update_display()
def action_quick_pass(self):
self.rating = 5
self.atom.minimize(5)
self.atom.registry["electron"].activate()
self.atom.lock(1)
def action_play_voice(self):
"""朗读当前内容"""
pass
def action_toggle_dark(self):
self.app.action_toggle_dark()
def action_pop_screen(self):
self.app.pop_screen()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
Input,
Select,
Button,
Markdown,
)
from textual.containers import ScrollableContainer
from textual.screen import Screen
from heurams.services.version import ver
import toml
from pathlib import Path
from heurams.context import config_var
class NucleonCreatorScreen(Screen):
BINDINGS = [("q", "go_back", "返回")]
SUB_TITLE = "单元集创建向导"
def __init__(self) -> None:
super().__init__(name=None, id=None, classes=None)
def search_templates(self):
from pathlib import Path
from heurams.context import config_var
template_dir = Path(config_var.get()["paths"]["template_dir"])
templates = list()
for i in template_dir.iterdir():
if i.name.endswith(".toml"):
try:
import toml
with open(i, "r") as f:
dic = toml.load(f)
desc = dic["__metadata__.attribution"]["desc"]
templates.append(desc + " (" + i.name + ")")
except Exception as e:
templates.append(f"无描述模板 ({i.name})")
print(e)
return templates
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer(id="vice_container"):
yield Label(f"[b]空白单元集创建向导\n")
yield Markdown(
"> 提示: 你可能注意到当选中文本框时底栏和操作按键绑定将被覆盖 \n只需选中(使用鼠标或 Tab)选择框即可恢复底栏功能"
)
yield Markdown("1. 键入单元集名称")
yield Input(placeholder="单元集名称", id="name_input")
yield Markdown(
"> 单元集名称不应与现有单元集重复. \n> 新的单元集文件将创建在 ./nucleon/你输入的名称.toml"
)
yield Label(f"\n")
yield Markdown("2. 选择单元集模板")
LINES = self.search_templates()
"""带有宏支持的空白单元集 ({ver})
古诗词模板单元集 ({ver})
英语词汇和短语模板单元集 ({ver})
"""
yield Select.from_values(LINES, prompt="选择类型", id="template_select")
yield Markdown("> 新单元集的版本号将和主程序版本保持同步")
yield Label(f"\n")
yield Markdown("3. 输入常见附加元数据 (可选)")
yield Input(placeholder="作者", id="author_input")
yield Input(placeholder="内容描述", id="desc_input")
yield Button(
"新建空白单元集",
id="submit_button",
variant="primary",
classes="start-button",
)
yield Footer()
def on_mount(self):
self.query_one("#submit_button").focus()
def action_go_back(self):
self.app.pop_screen()
def action_quit_app(self):
self.app.exit()
def on_button_pressed(self, event) -> None:
event.stop()
if event.button.id == "submit_button":
# 获取输入值
name_input = self.query_one("#name_input")
template_select = self.query_one("#template_select")
author_input = self.query_one("#author_input")
desc_input = self.query_one("#desc_input")
name = name_input.value.strip() # type: ignore
author = author_input.value.strip() # type: ignore
desc = desc_input.value.strip() # type: ignore
selected = template_select.value # type: ignore
# 验证
if not name:
self.notify("单元集名称不能为空", severity="error")
return
# 获取配置路径
config = config_var.get()
nucleon_dir = Path(config["paths"]["nucleon_dir"])
template_dir = Path(config["paths"]["template_dir"])
# 检查文件是否已存在
nucleon_path = nucleon_dir / f"{name}.toml"
if nucleon_path.exists():
self.notify(f"单元集 '{name}' 已存在", severity="error")
return
# 确定模板文件
if selected is None:
self.notify("请选择一个模板", severity="error")
return
# selected 是描述字符串, 格式如 "描述 (filename.toml)"
# 提取文件名
import re
match = re.search(r"\(([^)]+)\)$", selected)
if not match:
self.notify("模板选择格式无效", severity="error")
return
template_filename = match.group(1)
template_path = template_dir / template_filename
if not template_path.exists():
self.notify(f"模板文件不存在: {template_filename}", severity="error")
return
# 加载模板
try:
with open(template_path, "r", encoding="utf-8") as f:
template_data = toml.load(f)
except Exception as e:
self.notify(f"加载模板失败: {e}", severity="error")
return
# 更新元数据
metadata = template_data.get("__metadata__", {})
attribution = metadata.get("attribution", {})
if author:
attribution["author"] = author
if desc:
attribution["desc"] = desc
attribution["name"] = name
# 可选: 设置版本
attribution["version"] = ver
metadata["attribution"] = attribution
template_data["__metadata__"] = metadata
# 确保 nucleon_dir 存在
nucleon_dir.mkdir(parents=True, exist_ok=True)
# 写入新文件
try:
with open(nucleon_path, "w", encoding="utf-8") as f:
toml.dump(template_data, f)
except Exception as e:
self.notify(f"保存单元集失败: {e}", severity="error")
return
self.notify(f"单元集 '{name}' 创建成功")
self.app.pop_screen()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
Button,
Static,
ProgressBar,
)
from textual.containers import ScrollableContainer, Horizontal
from textual.containers import ScrollableContainer
from textual.screen import Screen
import pathlib
import heurams.kernel.particles as pt
import heurams.services.hasher as hasher
from heurams.context import *
from textual.worker import get_current_worker
class PrecachingScreen(Screen):
"""预缓存音频文件屏幕
缓存记忆单元音频文件, 全部(默认) 或部分记忆单元(可选参数传入)
Args:
nucleons (list): 可选列表, 仅包含 Nucleon 对象
desc (list): 可选字符串, 包含对此次调用的文字描述
"""
SUB_TITLE = "缓存管理器"
BINDINGS = [("q", "go_back", "返回")]
def __init__(self, nucleons: list = [], desc: str = ""):
super().__init__(name=None, id=None, classes=None)
self.nucleons = nucleons
self.is_precaching = False
self.current_file = ""
self.current_item = ""
self.progress = 0
self.total = len(nucleons)
self.processed = 0
self.precache_worker = None
self.cancel_flag = 0
self.desc = desc
for i in nucleons:
i: pt.Nucleon
i.do_eval()
# print("完成 EVAL")
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer(id="precache_container"):
yield Label("[b]音频预缓存[/b]", classes="title-label")
if self.nucleons:
yield Static(f"目标单元归属: [b]{self.desc}[/b]", classes="target-info")
yield Static(f"单元数量: {len(self.nucleons)}", classes="target-info")
else:
yield Static("目标: 所有单元", classes="target-info")
yield Static(id="status", classes="status-info")
yield Static(id="current_item", classes="current-item")
yield ProgressBar(total=100, show_eta=False, id="progress_bar")
with Horizontal(classes="button-group"):
if not self.is_precaching:
yield Button("开始预缓存", id="start_precache", variant="primary")
else:
yield Button("取消预缓存", id="cancel_precache", variant="error")
yield Button("清空缓存", id="clear_cache", variant="warning")
yield Button("返回", id="go_back", variant="default")
yield Static("若您离开此界面, 未完成的缓存进程会自动停止.")
yield Static('缓存程序支持 "断点续传".')
yield Footer()
def on_mount(self):
"""挂载时初始化状态"""
self.update_status("就绪", "等待开始...")
def update_status(self, status, current_item="", progress=None):
"""更新状态显示"""
status_widget = self.query_one("#status", Static)
item_widget = self.query_one("#current_item", Static)
progress_bar = self.query_one("#progress_bar", ProgressBar)
status_widget.update(f"状态: {status}")
item_widget.update(f"当前项目: {current_item}" if current_item else "")
if progress is not None:
progress_bar.progress = progress
progress_bar.advance(0) # 刷新显示
def precache_by_text(self, text: str):
"""预缓存单段文本的音频"""
from heurams.context import rootdir, workdir, config_var
cache_dir = pathlib.Path(config_var.get()["paths"]["cache_dir"])
cache_dir.mkdir(parents=True, exist_ok=True)
cache_file = cache_dir / f"{hasher.get_md5(text)}.wav"
if not cache_file.exists():
try: # TODO: 调用模块消除tts耦合
import edge_tts as tts
communicate = tts.Communicate(text, "zh-CN-XiaoxiaoNeural")
communicate.save_sync(str(cache_file))
return 1
except Exception as e:
print(f"预缓存失败 '{text}': {e}")
return 0
return 1
def precache_by_nucleon(self, nucleon: pt.Nucleon):
"""依据 Nucleon 缓存"""
# print(nucleon.metadata['formation']['tts_text'])
ret = self.precache_by_text(nucleon.metadata["formation"]["tts_text"])
return ret
# print(f"TTS 缓存: {nucleon.metadata['formation']['tts_text']}")
def precache_by_list(self, nucleons: list):
"""依据 Nucleons 列表缓存"""
for idx, nucleon in enumerate(nucleons):
# print(f"PROC: {nucleon}")
worker = get_current_worker()
if worker and worker.is_cancelled: # 函数在worker中执行且已被取消
return False
text = nucleon.metadata["formation"]["tts_text"]
# self.current_item = text[:30] + "..." if len(text) > 50 else text
# print(text)
self.processed += 1
# print(self.processed)
# print(self.total)
progress = int((self.processed / self.total) * 100) if self.total > 0 else 0
# print(progress)
self.update_status(f"正处理 ({idx + 1}/{len(nucleons)})", text, progress)
ret = self.precache_by_nucleon(nucleon)
if not ret:
self.update_status(
"出错",
f"处理失败, 跳过: {self.current_item}",
)
import time
time.sleep(1)
if self.cancel_flag:
worker.cancel()
self.cancel_flag = 0
return False
return True
def precache_by_nucleons(self):
# print("开始缓存")
ret = self.precache_by_list(self.nucleons)
# print(f"返回 {ret}")
return ret
def precache_by_filepath(self, path: pathlib.Path):
"""预缓存单个文件的所有内容"""
lst = list()
for i in pt.load_nucleon(path):
lst.append(i[0])
return self.precache_by_list(lst)
def precache_all_files(self):
"""预缓存所有文件"""
from heurams.context import rootdir, workdir, config_var
nucleon_path = pathlib.Path(config_var.get()["paths"]["nucleon_dir"])
nucleon_files = [
f for f in nucleon_path.iterdir() if f.suffix == ".toml"
] # TODO: 解耦合
# 计算总项目数
self.total = 0
nu = list()
for file in nucleon_files:
try:
for i in pt.load_nucleon(file):
nu.append(i[0])
except:
continue
self.total = len(nu)
for i in nu:
i: pt.Nucleon
i.do_eval()
return self.precache_by_list(nu)
def on_button_pressed(self, event: Button.Pressed) -> None:
event.stop()
if event.button.id == "start_precache" and not self.is_precaching:
# 开始预缓存
if self.nucleons:
self.precache_worker = self.run_worker(
self.precache_by_nucleons,
thread=True,
exclusive=True,
exit_on_error=True,
)
else:
self.precache_worker = self.run_worker(
self.precache_all_files,
thread=True,
exclusive=True,
exit_on_error=True,
)
elif event.button.id == "cancel_precache" and self.is_precaching:
# 取消预缓存
if self.precache_worker:
self.precache_worker.cancel()
self.is_precaching = False
self.processed = 0
self.progress = 0
self.update_status("已取消", "预缓存操作被用户取消", 0)
elif event.button.id == "clear_cache":
# 清空缓存
try:
import shutil
from heurams.context import rootdir, workdir, config_var
shutil.rmtree(
f"{config_var.get()["paths"]["cache_dir"]}", ignore_errors=True
)
self.update_status("已清空", "音频缓存已清空", 0)
except Exception as e:
self.update_status("错误", f"清空缓存失败: {e}")
self.cancel_flag = 1
self.processed = 0
self.progress = 0
elif event.button.id == "go_back":
self.action_go_back()
def action_go_back(self):
if self.is_precaching and self.precache_worker:
self.precache_worker.cancel()
self.app.pop_screen()
def action_quit_app(self):
if self.is_precaching and self.precache_worker:
self.precache_worker.cancel()
self.app.exit()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
Static,
Button,
Markdown,
)
from textual.containers import ScrollableContainer
from textual.screen import Screen
from heurams.context import config_var
import heurams.kernel.particles as pt
import heurams.services.hasher as hasher
from heurams.context import *
from textual.reactive import reactive
from textual.widget import Widget
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class PreparationScreen(Screen):
SUB_TITLE = "准备记忆集"
BINDINGS = [
("q", "go_back", "返回"),
("p", "precache", "预缓存音频"),
("d", "toggle_dark", ""),
("0,1,2,3", "app.push_screen('about')", ""),
]
scheduled_num = reactive(config_var.get()["scheduled_num"])
def __init__(self, nucleon_file: pathlib.Path, electron_file: pathlib.Path) -> None:
super().__init__(name=None, id=None, classes=None)
self.nucleon_file = nucleon_file
self.electron_file = electron_file
self.nucleons_with_orbital = pt.load_nucleon(self.nucleon_file)
self.electrons = pt.load_electron(self.electron_file)
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer(id="vice_container"):
yield Label(f"准备就绪: [b]{self.nucleon_file.stem}[/b]\n")
yield Label(
f"内容源文件: {config_var.get()['paths']['nucleon_dir']}/[b]{self.nucleon_file.name}[/b]"
)
yield Label(
f"元数据文件: {config_var.get()['paths']['electron_dir']}/[b]{self.electron_file.name}[/b]"
)
yield Label(f"\n单元数量: {len(self.nucleons_with_orbital)}\n")
yield Label(f"单次记忆数量: {self.scheduled_num}", id="schnum_label")
yield Button(
"开始记忆",
id="start_memorizing_button",
variant="primary",
classes="start-button",
)
yield Button(
"预缓存音频",
id="precache_button",
variant="success",
classes="precache-button",
)
yield Static(f"\n单元预览:\n")
yield Markdown(self._get_full_content().replace("/", ""), classes="full")
yield Footer()
# def watch_scheduled_num(self, old_scheduled_num, new_scheduled_num):
# logger.debug("响应", old_scheduled_num, "->", new_scheduled_num)
# try:
# one = self.query_one("#schnum_label")
# one.update(f"单次记忆数量: {new_scheduled_num}") # type: ignore
# except:
# pass
def _get_full_content(self):
content = ""
for nucleon, orbital in self.nucleons_with_orbital:
nucleon: pt.Nucleon
# print(nucleon.payload)
content += " - " + nucleon["content"] + " \n"
return content
def action_go_back(self):
self.app.pop_screen()
def action_precache(self):
from ..screens.precache import PrecachingScreen
lst = list()
for i in self.nucleons_with_orbital:
lst.append(i[0])
precache_screen = PrecachingScreen(lst)
self.app.push_screen(precache_screen)
def action_quit_app(self):
self.app.exit()
def on_button_pressed(self, event: Button.Pressed) -> None:
event.stop()
logger.debug("按下按钮")
if event.button.id == "start_memorizing_button":
atoms = list()
for nucleon, orbital in self.nucleons_with_orbital:
atom = pt.Atom(nucleon.ident)
atom.link("nucleon", nucleon)
try:
atom.link("electron", self.electrons[nucleon.ident])
except KeyError:
atom.link("electron", pt.Electron(nucleon.ident))
atom.link("orbital", orbital)
atom.link("nucleon_fmt", "toml")
atom.link("electron_fmt", "json")
atom.link("orbital_fmt", "toml")
atom.link("nucleon_path", self.nucleon_file)
atom.link("electron_path", self.electron_file)
atom.link("orbital_path", None)
atoms.append(atom)
atoms_to_provide = list()
left_new = self.scheduled_num
for i in atoms:
i: pt.Atom
if i.registry["electron"].is_due():
atoms_to_provide.append(i)
else:
if i.registry["electron"].is_activated():
pass
else:
left_new -= 1
if left_new >= 0:
atoms_to_provide.append(i)
logger.debug(f"ATP: {atoms_to_provide}")
from .memorizor import MemScreen
memscreen = MemScreen(atoms_to_provide)
self.app.push_screen(memscreen)
elif event.button.id == "precache_button":
self.action_precache()

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#!/usr/bin/env python3
from textual.app import ComposeResult
from textual.widgets import (
Header,
Footer,
Label,
Button,
Static,
ProgressBar,
)
from textual.containers import ScrollableContainer, Horizontal
from textual.containers import ScrollableContainer
from textual.screen import Screen
import pathlib
import heurams.kernel.particles as pt
import heurams.services.hasher as hasher
from heurams.context import *
from textual.worker import get_current_worker
class SyncScreen(Screen):
BINDINGS = [("q", "go_back", "返回")]
def __init__(self, nucleons: list = [], desc: str = ""):
super().__init__(name=None, id=None, classes=None)
def compose(self) -> ComposeResult:
yield Header(show_clock=True)
with ScrollableContainer(id="sync_container"):
pass
yield Footer()
def on_mount(self):
"""挂载时初始化状态"""
def update_status(self, status, current_item="", progress=None):
"""更新状态显示"""
def on_button_pressed(self, event: Button.Pressed) -> None:
event.stop()
def action_go_back(self):
self.app.pop_screen()
def action_quit_app(self):
self.app.exit()

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"""Kernel 操作辅助函数库"""
import random
import heurams.kernel.particles as pt
import heurams.kernel.puzzles as pz
import heurams.interface.widgets as pzw
from typing import TypedDict
staging = {} # 细粒度缓存区, 是 ident -> quality 的封装
def report_to_staging(atom: pt.Atom, quality):
staging[atom.ident] = min(quality, staging[atom.ident])
def clear():
staging = dict()
def deploy_to_electron():
for atom_ident, quality in staging.items():
if pt.atom_registry[atom_ident].registry["electron"].is_activated:
pt.atom_registry[atom_ident].registry["electron"].revisor(quality=quality)
else:
pt.atom_registry[atom_ident].registry["electron"].revisor(
quality=quality, is_new_activation=True
)
clear()
puzzle2widget = {
pz.RecognitionPuzzle: pzw.Recognition,
pz.ClozePuzzle: pzw.ClozePuzzle,
pz.MCQPuzzle: pzw.MCQPuzzle,
pz.BasePuzzle: pzw.BasePuzzleWidget,
}

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from .base_puzzle_widget import BasePuzzleWidget
from .basic_puzzle import BasicEvaluation
from .cloze_puzzle import ClozePuzzle
from .finished import Finished
from .mcq_puzzle import MCQPuzzle
from .placeholder import Placeholder
from .recognition import Recognition

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from typing import Iterable
from textual.app import ComposeResult
from textual.widget import Widget
import heurams.kernel.particles as pt
class BasePuzzleWidget(Widget):
def __init__(
self,
*children: Widget,
atom: pt.Atom,
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True
) -> None:
super().__init__(
*children,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup
)
self.atom = atom
def compose(self) -> Iterable[Widget]:
return super().compose()
def handler(self, rating) -> None:
pass

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from textual.widgets import (
Label,
Static,
Button,
)
from textual.containers import ScrollableContainer, Horizontal
from textual.widget import Widget
import heurams.kernel.particles as pt
from .base_puzzle_widget import BasePuzzleWidget
from textual.message import Message
class BasicEvaluation(BasePuzzleWidget):
def __init__(
self,
*children: Widget,
atom: pt.Atom,
alia: str = "",
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True,
) -> None:
super().__init__(
*children,
atom=atom,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup,
)
class RatingChanged(Message):
def __init__(self, rating: int) -> None:
self.rating = rating # 评分值 (0-5)
super().__init__()
# 反馈映射表
feedback_mapping = {
"feedback_5": {"rating": 5, "text": "完美回想"},
"feedback_4": {"rating": 4, "text": "犹豫后正确"},
"feedback_3": {"rating": 3, "text": "困难地正确"},
"feedback_2": {"rating": 2, "text": "错误但熟悉"},
"feedback_1": {"rating": 1, "text": "错误且不熟"},
"feedback_0": {"rating": 0, "text": "完全空白"},
}
def compose(self):
# 显示主要内容
yield Label(self.atom.registry["nucleon"]["content"], id="main")
# 显示评估说明(可选)
yield Static("请评估你对这个内容的记忆程度: ", classes="instruction")
# 按钮容器
with ScrollableContainer(id="button_container"):
btn = {}
btn["5"] = Button(
"完美回想", variant="success", id="feedback_5", classes="choice"
)
btn["4"] = Button(
"犹豫后正确", variant="success", id="feedback_4", classes="choice"
)
btn["3"] = Button(
"困难地正确", variant="warning", id="feedback_3", classes="choice"
)
btn["2"] = Button(
"错误但熟悉", variant="warning", id="feedback_2", classes="choice"
)
btn["1"] = Button(
"错误且不熟", variant="error", id="feedback_1", classes="choice"
)
btn["0"] = Button(
"完全空白", variant="error", id="feedback_0", classes="choice"
)
# 布局按钮
yield Horizontal(btn["5"], btn["4"])
yield Horizontal(btn["3"], btn["2"])
yield Horizontal(btn["1"], btn["0"])
def on_button_pressed(self, event: Button.Pressed) -> None:
"""处理按钮点击事件"""
button_id = event.button.id
if button_id in self.feedback_mapping:
feedback_info = self.feedback_mapping[button_id]
self.post_message(
self.RatingChanged(
rating=feedback_info["rating"],
)
)
event.button.add_class("selected")
self.disable_other_buttons(button_id)
def disable_other_buttons(self, selected_button_id: str) -> None:
for button in self.query("Button.choice"):
if button.id != selected_button_id:
button.disabled = True
def enable_all_buttons(self) -> None:
for button in self.query("Button.choice"):
button.disabled = False
def on_key(self, event) -> None:
if event.key in ["0", "1", "2", "3", "4", "5"]:
button_id = f"feedback_{event.key}"
if button_id in self.feedback_mapping:
# 模拟按钮点击
self.post_message(
self.RatingChanged(
rating=self.feedback_mapping[button_id]["rating"],
)
)

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from textual.widgets import (
Label,
Button,
)
from textual.widget import Widget
import heurams.kernel.particles as pt
import heurams.kernel.puzzles as pz
from .base_puzzle_widget import BasePuzzleWidget
import copy
import random
from textual.containers import Container
from textual.message import Message
from heurams.services.logger import get_logger
from typing import TypedDict
logger = get_logger(__name__)
class Setting(TypedDict):
__origin__: str
__hint__: str
text: str
delimiter: str
min_denominator: str
class ClozePuzzle(BasePuzzleWidget):
def __init__(
self,
*children: Widget,
atom: pt.Atom,
alia: str = "",
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True,
) -> None:
super().__init__(
*children,
atom=atom,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup,
)
self.inputlist = list()
self.hashtable = {}
self.alia = alia
self._load()
self.hashmap = dict()
def _load(self):
setting = self.atom.registry["orbital"]["puzzles"][self.alia]
self.puzzle = pz.ClozePuzzle(
text=setting["text"],
delimiter=setting["delimiter"],
min_denominator=int(setting["min_denominator"]),
)
self.puzzle.refresh()
self.ans = copy.copy(self.puzzle.answer) # 乱序
random.shuffle(self.ans)
def compose(self):
yield Label(self.puzzle.wording, id="sentence")
yield Label(f"当前输入: {self.inputlist}", id="inputpreview")
# 渲染当前问题的选项
with Container(id="btn-container"):
for i in self.ans:
self.hashmap[str(hash(i))] = i
btnid = f"sel000-{hash(i)}"
logger.debug(f"建立按钮 {btnid}")
yield Button(i, id=f"{btnid}")
yield Button("退格", id="delete")
def update_display(self):
preview = self.query_one("#inputpreview")
preview.update(f"当前输入: {self.inputlist}") # type: ignore
def on_button_pressed(self, event: Button.Pressed) -> None:
button_id = event.button.id
if button_id == "delete":
if len(self.inputlist) > 0:
self.inputlist.pop()
self.update_display()
else:
answer_text = self.hashmap[button_id[7:]] # type: ignore
self.inputlist.append(answer_text)
self.update_display()
if len(self.inputlist) >= len(self.puzzle.answer):
is_correct = self.inputlist == self.puzzle.answer
rating = 4 if is_correct else 2
self.handler(rating)
self.screen.rating = rating # type: ignore
if not is_correct:
self.inputlist = []
self.update_display()
def handler(self, rating):
if self.atom.lock():
pass
else:
self.atom.minimize(rating)

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from textual.widgets import (
Label,
Button,
)
from textual.widget import Widget
class Finished(Widget):
def __init__(
self,
*children: Widget,
alia="",
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True
) -> None:
self.alia = alia
super().__init__(
*children,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup
)
def compose(self):
yield Label("本次记忆进程结束", id="finished_msg")
yield Button("返回上一级", id="back-to-menu")
def on_button_pressed(self, event):
button_id = event.button.id
if button_id == "back-to-menu":
self.app.pop_screen()

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# 单项选择题
from textual.widgets import (
Label,
Button,
)
from textual.containers import ScrollableContainer, Container
from textual.widget import Widget
import heurams.kernel.particles as pt
import heurams.kernel.puzzles as pz
from .base_puzzle_widget import BasePuzzleWidget
from typing import TypedDict
from heurams.services.hasher import hash
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class Setting(TypedDict):
__origin__: str
__hint__: str
primary: str # 显示的提示文本
mapping: dict # 谜题到答案的映射
jammer: list # 干扰项
max_riddles_num: int # 最大谜题数量
prefix: str # 提示词前缀
class MCQPuzzle(BasePuzzleWidget):
def __init__(
self,
*children: Widget,
atom: pt.Atom,
alia: str = "",
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True,
) -> None:
super().__init__(
*children,
atom=atom,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup,
)
self.inputlist = []
self.alia = alia
self.hashmap = dict()
self.cursor = 0
self.atom = atom
self._load()
def _load(self):
cfg = self.atom.registry["orbital"]["puzzles"][self.alia]
self.puzzle = pz.MCQPuzzle(
cfg["mapping"], cfg["jammer"], int(cfg["max_riddles_num"]), cfg["prefix"]
)
self.puzzle.refresh()
def compose(self):
self.atom.registry["nucleon"].do_eval()
setting: Setting = self.atom.registry["nucleon"].metadata["orbital"]["puzzles"][
self.alia
]
logger.debug(f"Puzzle Setting: {setting}")
current_options = self.puzzle.options[len(self.inputlist)]
yield Label(setting["primary"], id="sentence")
yield Label(self.puzzle.wording[len(self.inputlist)], id="puzzle")
yield Label(f"当前输入: {self.inputlist}", id="inputpreview")
# 渲染当前问题的选项
with Container(id="btn-container"):
for i in current_options:
self.hashmap[str(hash(i))] = i
btnid = f"sel{str(self.cursor).zfill(3)}-{hash(i)}"
logger.debug(f"建立按钮 {btnid}")
yield Button(i, id=f"{btnid}")
yield Button("退格", id="delete")
def update_display(self, error=0):
# 更新预览标签
preview = self.query_one("#inputpreview")
preview.update(f"当前输入: {self.inputlist}") # type: ignore
logger.debug("已经更新预览标签")
# 更新问题标签
puzzle_label = self.query_one("#puzzle")
current_question_index = len(self.inputlist)
if current_question_index < len(self.puzzle.wording):
puzzle_label.update(self.puzzle.wording[current_question_index]) # type: ignore
def on_button_pressed(self, event: Button.Pressed) -> None:
"""处理按钮点击事件"""
event.stop()
button_id = event.button.id
if button_id == "delete":
# 退格处理
if len(self.inputlist) > 0:
self.inputlist.pop()
self.refresh_buttons()
self.update_display()
elif button_id.startswith("sel"): # type: ignore
# 选项选择处理
answer_text = self.hashmap[button_id[7:]] # type: ignore
self.inputlist.append(answer_text)
logger.debug(f"{self.inputlist}")
# 检查是否完成所有题目
if len(self.inputlist) >= len(self.puzzle.answer):
is_correct = self.inputlist == self.puzzle.answer
rating = 4 if is_correct else 2
self.screen.rating = rating # type: ignore
self.handler(rating)
# 重置输入(如果回答错误)
if not is_correct:
self.inputlist = []
self.refresh_buttons()
self.update_display()
else:
# 进入下一题
self.refresh_buttons()
self.update_display()
def refresh_buttons(self):
"""刷新按钮显示(用于题目切换)"""
# 移除所有选项按钮
logger.debug("刷新按钮")
self.cursor += 1
container = self.query_one("#btn-container")
buttons_to_remove = [
child
for child in container.children
if hasattr(child, "id") and child.id and child.id.startswith("sel")
]
for button in buttons_to_remove:
logger.info(button)
container.remove_children("#" + button.id) # type: ignore
# 添加当前题目的选项按钮
current_question_index = len(self.inputlist)
if current_question_index < len(self.puzzle.options):
current_options = self.puzzle.options[current_question_index]
for option in current_options:
button_id = f"sel{str(self.cursor).zfill(3)}-{hash(option)}"
if button_id not in self.hashmap:
self.hashmap[button_id] = option
new_button = Button(option, id=button_id)
container.mount(new_button)
def handler(self, rating):
if self.atom.lock():
pass
else:
self.atom.minimize(rating)

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from textual.widgets import (
Label,
Button,
)
from textual.widget import Widget
class Placeholder(Widget):
def __init__(
self,
*children: Widget,
name: str | None = None,
alia: str = "",
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True
) -> None:
super().__init__(
*children,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup
)
def compose(self):
yield Label("示例标签", id="testlabel")
yield Button("示例按钮", id="testbtn", classes="choice")
def on_button_pressed(self, event):
pass

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from textual.reactive import reactive
from textual.widgets import (
Markdown,
Label,
Static,
Button,
)
from textual.containers import Center
from textual.widget import Widget
from typing import Dict
import heurams.kernel.particles as pt
import re
from .base_puzzle_widget import BasePuzzleWidget
from typing import TypedDict, List
from textual.message import Message
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class RecognitionConfig(TypedDict):
__origin__: str
__hint__: str
primary: str
secondary: List[str]
top_dim: List[str]
class Recognition(BasePuzzleWidget):
def __init__(
self,
*children: Widget,
atom: pt.Atom,
alia: str = "",
name: str | None = None,
id: str | None = None,
classes: str | None = None,
disabled: bool = False,
markup: bool = True,
) -> None:
super().__init__(
*children,
atom=atom,
name=name,
id=id,
classes=classes,
disabled=disabled,
markup=markup,
)
if alia == "":
alia = "Recognition"
self.alia = alia
def compose(self):
cfg: RecognitionConfig = self.atom.registry["orbital"]["puzzles"][self.alia]
delim = self.atom.registry["nucleon"].metadata["formation"]["delimiter"]
replace_dict = {
", ": ",",
". ": ".",
"; ": ";",
": ": ":",
f"{delim},": ",",
f".{delim}": ".",
f"{delim};": ";",
f";{delim}": ";",
f":{delim}": ":",
}
nucleon = self.atom.registry["nucleon"]
metadata = self.atom.registry["nucleon"].metadata
primary = cfg["primary"]
with Center():
yield Static(f"[dim]{cfg['top_dim']}[/]")
yield Label("")
for old, new in replace_dict.items():
primary = primary.replace(old, new)
primary_splited = re.split(r"(?<=[,;:|])", cfg["primary"])
for item in primary_splited:
with Center():
yield Label(
f"[b][b]{item.replace(delim, ' ')}[/][/]",
id="sentence" + str(hash(item)),
)
for item in cfg["secondary"]:
if isinstance(item, list):
for j in item:
yield Markdown(f"### {metadata['annotation'][item]}: {j}")
continue
if isinstance(item, Dict):
total = ""
for j, k in item.items(): # type: ignore
total += f"> **{j}**: {k} \n"
yield Markdown(total)
if isinstance(item, str):
yield Markdown(item)
with Center():
yield Button("我已知晓", id="ok")
def on_button_pressed(self, event: Button.Pressed) -> None:
if event.button.id == "ok":
self.screen.rating = 5 # type: ignore
self.handler(5)
def handler(self, rating):
if not self.atom.registry["runtime"]["locked"]:
if not self.atom.registry["electron"].is_activated():
self.atom.registry["electron"].activate()
logger.debug(f"激活原子 {self.atom}")
self.atom.lock(1)
self.atom.minimize(5)
else:
pass

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# Kernel - HeurAMS 核心
记忆规划相关算法与数据结构, 可脱离业务层

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from .sm2 import SM2Algorithm
from heurams.services.logger import get_logger
logger = get_logger(__name__)
__all__ = [
"SM2Algorithm",
]
algorithms = {
"SM-2": SM2Algorithm,
"supermemo2": SM2Algorithm,
}
logger.debug("算法模块初始化完成, 注册的算法: %s", list(algorithms.keys()))

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import heurams.services.timer as timer
from typing import TypedDict
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class BaseAlgorithm:
algo_name = "BaseAlgorithm"
class AlgodataDict(TypedDict):
efactor: float
real_rept: int
rept: int
interval: int
last_date: int
next_date: int
is_activated: int
last_modify: float
defaults = {
"real_rept": 0,
"rept": 0,
"interval": 0,
"last_date": 0,
"next_date": 0,
"is_activated": 0,
"last_modify": timer.get_timestamp(),
}
@classmethod
def revisor(
cls, algodata: dict, feedback: int = 5, is_new_activation: bool = False
) -> None:
"""迭代记忆数据"""
logger.debug(
"BaseAlgorithm.revisor 被调用, algodata keys: %s, feedback: %d, is_new_activation: %s",
list(algodata.keys()) if algodata else [],
feedback,
is_new_activation,
)
pass
@classmethod
def is_due(cls, algodata) -> int:
"""是否应该复习"""
logger.debug(
"BaseAlgorithm.is_due 被调用, algodata keys: %s",
list(algodata.keys()) if algodata else [],
)
return 1
@classmethod
def rate(cls, algodata) -> str:
"""获取评分信息"""
logger.debug(
"BaseAlgorithm.rate 被调用, algodata keys: %s",
list(algodata.keys()) if algodata else [],
)
return ""
@classmethod
def nextdate(cls, algodata) -> int:
"""获取下一次记忆时间戳"""
logger.debug(
"BaseAlgorithm.nextdate 被调用, algodata keys: %s",
list(algodata.keys()) if algodata else [],
)
return -1

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# FSRS 算法模块, 尚未就绪
from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.info("FSRS算法模块尚未实现")

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from .base import BaseAlgorithm
import heurams.services.timer as timer
from typing import TypedDict
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class SM2Algorithm(BaseAlgorithm):
algo_name = "SM-2"
class AlgodataDict(TypedDict):
efactor: float
real_rept: int
rept: int
interval: int
last_date: int
next_date: int
is_activated: int
last_modify: float
defaults = {
"efactor": 2.5,
"real_rept": 0,
"rept": 0,
"interval": 0,
"last_date": 0,
"next_date": 0,
"is_activated": 0,
"last_modify": timer.get_timestamp(),
}
@classmethod
def revisor(
cls, algodata: dict, feedback: int = 5, is_new_activation: bool = False
):
"""SM-2 算法迭代决策机制实现
根据 quality(0 ~ 5) 进行参数迭代最佳间隔
quality 由主程序评估
Args:
quality (int): 记忆保留率量化参数
"""
logger.debug(
"SM2.revisor 开始, feedback: %d, is_new_activation: %s",
feedback,
is_new_activation,
)
if feedback == -1:
logger.debug("feedback 为 -1, 跳过更新")
return
algodata[cls.algo_name]["efactor"] = algodata[cls.algo_name]["efactor"] + (
0.1 - (5 - feedback) * (0.08 + (5 - feedback) * 0.02)
)
algodata[cls.algo_name]["efactor"] = max(
1.3, algodata[cls.algo_name]["efactor"]
)
logger.debug("更新 efactor: %f", algodata[cls.algo_name]["efactor"])
if feedback < 3:
algodata[cls.algo_name]["rept"] = 0
algodata[cls.algo_name]["interval"] = 0
logger.debug("feedback < 3, 重置 rept 和 interval")
else:
algodata[cls.algo_name]["rept"] += 1
logger.debug("递增 rept: %d", algodata[cls.algo_name]["rept"])
algodata[cls.algo_name]["real_rept"] += 1
logger.debug("递增 real_rept: %d", algodata[cls.algo_name]["real_rept"])
if is_new_activation:
algodata[cls.algo_name]["rept"] = 0
algodata[cls.algo_name]["efactor"] = 2.5
logger.debug("新激活, 重置 rept 和 efactor")
if algodata[cls.algo_name]["rept"] == 0:
algodata[cls.algo_name]["interval"] = 1
logger.debug("rept=0, 设置 interval=1")
elif algodata[cls.algo_name]["rept"] == 1:
algodata[cls.algo_name]["interval"] = 6
logger.debug("rept=1, 设置 interval=6")
else:
algodata[cls.algo_name]["interval"] = round(
algodata[cls.algo_name]["interval"] * algodata[cls.algo_name]["efactor"]
)
logger.debug(
"rept>1, 计算 interval: %d", algodata[cls.algo_name]["interval"]
)
algodata[cls.algo_name]["last_date"] = timer.get_daystamp()
algodata[cls.algo_name]["next_date"] = (
timer.get_daystamp() + algodata[cls.algo_name]["interval"]
)
algodata[cls.algo_name]["last_modify"] = timer.get_timestamp()
logger.debug(
"更新日期: last_date=%d, next_date=%d, last_modify=%f",
algodata[cls.algo_name]["last_date"],
algodata[cls.algo_name]["next_date"],
algodata[cls.algo_name]["last_modify"],
)
@classmethod
def is_due(cls, algodata):
result = algodata[cls.algo_name]["next_date"] <= timer.get_daystamp()
logger.debug(
"SM2.is_due: next_date=%d, current_daystamp=%d, result=%s",
algodata[cls.algo_name]["next_date"],
timer.get_daystamp(),
result,
)
return result
@classmethod
def rate(cls, algodata):
efactor = algodata[cls.algo_name]["efactor"]
logger.debug("SM2.rate: efactor=%f", efactor)
return str(efactor)
@classmethod
def nextdate(cls, algodata) -> int:
next_date = algodata[cls.algo_name]["next_date"]
logger.debug("SM2.nextdate: %d", next_date)
return next_date

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"""
Particle 模块 - 粒子对象系统
提供闪卡所需对象, 使用物理学粒子的领域驱动设计
"""
from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.debug("粒子模块已加载")
from .electron import Electron
from .nucleon import Nucleon
from .orbital import Orbital
from .atom import Atom, atom_registry
from .probe import probe_all, probe_by_filename
from .loader import load_nucleon, load_electron
__all__ = [
"Electron",
"Nucleon",
"Orbital",
"Atom",
"probe_all",
"probe_by_filename",
"load_nucleon",
"load_electron",
"atom_registry",
]

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from .electron import Electron
from .nucleon import Nucleon
from .orbital import Orbital
from typing import TypedDict
import pathlib
import typing
import toml
import json
import bidict
from heurams.context import config_var
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class AtomRegister_runtime(TypedDict):
locked: bool # 只读锁定标识符
min_rate: int # 最低评分
newact: bool # 新激活
class AtomRegister(TypedDict):
nucleon: Nucleon
nucleon_path: pathlib.Path
nucleon_fmt: str
electron: Electron
electron_path: pathlib.Path
electron_fmt: str
orbital: Orbital
orbital_path: pathlib.Path
orbital_fmt: str
runtime: AtomRegister_runtime
class Atom:
"""
统一处理一系列对象的所有信息与持久化:
关联电子 (算法数据)
关联核子 (内容数据)
关联轨道 (策略数据)
以及关联路径
"""
def __init__(self, ident=""):
logger.debug("创建 Atom 实例, ident: '%s'", ident)
self.ident = ident
atom_registry[ident] = self
logger.debug("Atom 已注册到全局注册表, 当前注册表大小: %d", len(atom_registry))
# self.is_evaled = False
self.registry: AtomRegister = { # type: ignore
"nucleon": None,
"nucleon_path": None,
"nucleon_fmt": "toml",
"electron": None,
"electron_path": None,
"electron_fmt": "json",
"orbital": None,
"orbital_path": None, # 允许设置为 None, 此时使用 nucleon 文件内的推荐配置
"orbital_fmt": "toml",
"runtime": {"locked": False, "min_rate": 0x3F3F3F3F, "newact": False},
}
self.do_eval()
logger.debug("Atom 初始化完成")
def link(self, key, value):
logger.debug("Atom.link: key='%s', value type: %s", key, type(value).__name__)
if key in self.registry.keys():
self.registry[key] = value
logger.debug("'%s' 已链接, 触发 do_eval", key)
self.do_eval()
if key == 'electron':
if self.registry['electron'].is_activated() == 0:
self.registry['runtime']['newact'] = True
else:
logger.error("尝试链接不受支持的键: '%s'", key)
raise ValueError("不受支持的原子元数据链接操作")
def minimize(self, rating):
"""效果等同于 self.registry['runtime']['min_rate'] = min(rating, self.registry['runtime']['min_rate'])
Args:
rating (int): 评分
"""
self.registry["runtime"]["min_rate"] = min(
rating, self.registry["runtime"]["min_rate"]
)
def lock(self, locked=-1):
logger.debug(f"锁定参数 {locked}")
"""锁定, 效果等同于 self.registry['runtime']['locked'] = locked 或者返回是否锁定"""
if locked == 1:
self.registry["runtime"]["locked"] = True
return 1
elif locked == 0:
self.registry["runtime"]["locked"] = False
return 1
elif locked == -1:
return self.registry["runtime"]["locked"]
return 0
def revise(self):
"""执行最终评分
PuzzleWidget 的 handler 除了测试, 严禁直接执行 Electron 的 revisor 函数, 否则造成逻辑混乱
"""
if self.registry["runtime"]["locked"]:
logger.debug(f"允许总评分: {self.registry['runtime']['min_rate']}")
self.registry["electron"].revisor(self.registry["runtime"]["min_rate"], is_new_activation=self.registry["runtime"]["newact"])
else:
logger.debug("禁止总评分")
def do_eval(self):
"""
执行并以结果替换当前单元的所有 eval 语句
TODO: 带有限制的 eval, 异步/多线程执行避免堵塞
"""
logger.debug("Atom.do_eval 开始")
# eval 环境设置
def eval_with_env(s: str):
# 初始化默认值
nucleon = self.registry["nucleon"]
default = {}
metadata = {}
try:
default = config_var.get()["puzzles"]
metadata = nucleon.metadata
except Exception:
# 如果无法获取配置或元数据, 使用空字典
logger.debug("无法获取配置或元数据, 使用空字典")
pass
try:
eval_value = eval(s)
if isinstance(eval_value, (list, dict)):
ret = eval_value
else:
ret = str(eval_value)
logger.debug(
"eval 执行成功: '%s' -> '%s'",
s,
str(ret)[:50] + "..." if len(ret) > 50 else ret,
)
except Exception as e:
ret = f"此 eval 实例发生错误: {e}"
logger.warning("eval 执行错误: '%s' -> %s", s, e)
return ret
def traverse(data, modifier):
if isinstance(data, dict):
for key, value in data.items():
data[key] = traverse(value, modifier)
return data
elif isinstance(data, list):
for i, item in enumerate(data):
data[i] = traverse(item, modifier)
return data
elif isinstance(data, tuple):
return tuple(traverse(item, modifier) for item in data)
else:
if isinstance(data, str):
if data.startswith("eval:"):
logger.debug("发现 eval 表达式: '%s'", data[5:])
return modifier(data[5:])
return data
# 如果 nucleon 存在且有 do_eval 方法, 调用它
nucleon = self.registry["nucleon"]
if nucleon is not None and hasattr(nucleon, "do_eval"):
nucleon.do_eval()
logger.debug("已调用 nucleon.do_eval")
# 如果 electron 存在且其 algodata 包含 eval 字符串, 遍历它
electron = self.registry["electron"]
if electron is not None and hasattr(electron, "algodata"):
traverse(electron.algodata, eval_with_env)
logger.debug("已处理 electron algodata eval")
# 如果 orbital 存在且是字典, 遍历它
orbital = self.registry["orbital"]
if orbital is not None and isinstance(orbital, dict):
traverse(orbital, eval_with_env)
logger.debug("orbital eval 完成")
logger.debug("Atom.do_eval 完成")
def persist(self, key):
logger.debug("Atom.persist: key='%s'", key)
path: pathlib.Path | None = self.registry[key + "_path"]
if isinstance(path, pathlib.Path):
path = typing.cast(pathlib.Path, path)
logger.debug("持久化路径: %s, 格式: %s", path, self.registry[key + "_fmt"])
path.parent.mkdir(parents=True, exist_ok=True)
if self.registry[key + "_fmt"] == "toml":
with open(path, "r+") as f:
f.seek(0)
f.truncate()
toml.dump(self.registry[key], f)
logger.debug("TOML 数据已保存到: %s", path)
elif self.registry[key + "_fmt"] == "json":
with open(path, "r+") as f:
origin = json.load(f)
f.seek(0)
f.truncate()
origin[self.ident] = self.registry[key].algodata
json.dump(origin, f, indent=2, ensure_ascii=False)
logger.debug("JSON 数据已保存到: %s", path)
else:
logger.error("不受支持的持久化格式: %s", self.registry[key + "_fmt"])
raise KeyError("不受支持的持久化格式")
else:
logger.error("路径未初始化: %s_path", key)
raise TypeError("对未初始化的路径对象操作")
def __getitem__(self, key):
logger.debug("Atom.__getitem__: key='%s'", key)
if key in self.registry:
value = self.registry[key]
logger.debug("返回 value type: %s", type(value).__name__)
return value
logger.error("不支持的键: '%s'", key)
raise KeyError(f"不支持的键: {key}")
def __setitem__(self, key, value):
logger.debug(
"Atom.__setitem__: key='%s', value type: %s", key, type(value).__name__
)
if key in self.registry:
self.registry[key] = value
logger.debug("'%s' 已设置", key)
else:
logger.error("不支持的键: '%s'", key)
raise KeyError(f"不支持的键: {key}")
@staticmethod
def placeholder():
return (Electron.placeholder(), Nucleon.placeholder(), {})
atom_registry: bidict.bidict[str, Atom] = bidict.bidict()

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import heurams.services.timer as timer
from heurams.context import config_var
from heurams.kernel.algorithms import algorithms
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class Electron:
"""电子: 记忆分析元数据及算法"""
def __init__(self, ident: str, algodata: dict = {}, algo_name: str = "supermemo2"):
"""初始化电子对象 (记忆数据)
Args:
ident: 算法的唯一标识符, 用于区分不同的算法实例, 使用 algodata[ident] 获取
algodata: 算法数据字典, 包含算法的各项参数和设置
algo: 使用的算法模块标识
"""
logger.debug(
"创建 Electron 实例, ident: '%s', algo_name: '%s'", ident, algo_name
)
self.algodata = algodata
self.ident = ident
self.algo = algorithms[algo_name]
logger.debug("使用的算法类: %s", self.algo.__name__)
if self.algo not in self.algodata.keys():
self.algodata[self.algo.algo_name] = {}
logger.debug("算法键 '%s' 不存在, 已创建空字典", self.algo)
if not self.algodata[self.algo.algo_name]:
logger.debug("算法数据为空, 使用默认值初始化")
self._default_init(self.algo.defaults)
else:
logger.debug("算法数据已存在, 跳过默认初始化")
logger.debug(
"Electron 初始化完成, algodata keys: %s", list(self.algodata.keys())
)
def _default_init(self, defaults: dict):
"""默认初始化包装"""
logger.debug(
"Electron._default_init: 使用默认值, keys: %s", list(defaults.keys())
)
self.algodata[self.algo.algo_name] = defaults.copy()
def activate(self):
"""激活此电子"""
logger.debug("Electron.activate: 激活 ident='%s'", self.ident)
self.algodata[self.algo.algo_name]["is_activated"] = 1
self.algodata[self.algo.algo_name]["last_modify"] = timer.get_timestamp()
logger.debug("电子已激活, is_activated=1")
def modify(self, var: str, value):
"""修改 algodata[algo] 中子字典数据"""
logger.debug("Electron.modify: var='%s', value=%s", var, value)
if var in self.algodata[self.algo.algo_name]:
self.algodata[self.algo.algo_name][var] = value
self.algodata[self.algo.algo_name]["last_modify"] = timer.get_timestamp()
logger.debug("变量 '%s' 已修改, 更新 last_modify", var)
else:
logger.warning("'%s' 非已知元数据字段", var)
print(f"警告: '{var}' 非已知元数据字段")
def is_due(self):
"""是否应该复习"""
logger.debug("Electron.is_due: 检查 ident='%s'", self.ident)
result = self.algo.is_due(self.algodata)
logger.debug("is_due 结果: %s", result)
return result and self.is_activated()
def is_activated(self):
result = self.algodata[self.algo.algo_name]["is_activated"]
logger.debug("Electron.is_activated: ident='%s', 结果: %d", self.ident, result)
return result
def get_rate(self):
"评价"
try:
logger.debug("Electron.rate: ident='%s'", self.ident)
result = self.algo.rate(self.algodata)
logger.debug("rate 结果: %s", result)
return result
except:
return 0
def nextdate(self) -> int:
logger.debug("Electron.nextdate: ident='%s'", self.ident)
result = self.algo.nextdate(self.algodata)
logger.debug("nextdate 结果: %d", result)
return result
def revisor(self, quality: int = 5, is_new_activation: bool = False):
"""算法迭代决策机制实现
Args:
quality (int): 记忆保留率量化参数 (0-5)
is_new_activation (bool): 是否为初次激活
"""
logger.debug(
"Electron.revisor: ident='%s', quality=%d, is_new_activation=%s",
self.ident,
quality,
is_new_activation,
)
self.algo.revisor(self.algodata, quality, is_new_activation)
logger.debug(
"revisor 完成, 更新后的 algodata: %s", self.algodata.get(self.algo, {})
)
def __str__(self):
return (
f"记忆单元预览 \n"
f"标识符: '{self.ident}' \n"
f"算法: {self.algo} \n"
f"易度系数: {self.algodata[self.algo.algo_name]['efactor']:.2f} \n"
f"已经重复的次数: {self.algodata[self.algo.algo_name]['rept']} \n"
f"下次间隔: {self.algodata[self.algo.algo_name]['interval']}\n"
f"下次复习日期时间戳: {self.algodata[self.algo.algo_name]['next_date']}"
)
def __eq__(self, other):
if self.ident == other.ident:
return True
return False
def __hash__(self):
return hash(self.ident)
def __getitem__(self, key):
if key == "ident":
return self.ident
if key in self.algodata[self.algo.algo_name]:
return self.algodata[self.algo.algo_name][key]
else:
raise KeyError(f"'{key}' 未在 algodata[self.algo] 中")
def __setitem__(self, key, value):
if key == "ident":
raise AttributeError("ident 应为只读")
self.algodata[self.algo.algo_name][key] = value
self.algodata[self.algo.algo_name]["last_modify"] = timer.get_timestamp()
def __len__(self):
"""仅返回当前算法的配置数量"""
return len(self.algodata[self.algo.algo_name])
@staticmethod
def placeholder():
"""生成一个电子占位符"""
return Electron("电子对象样例内容", {})

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from .nucleon import Nucleon
from .electron import Electron
import heurams.services.hasher as hasher
import pathlib
import toml
import json
from copy import deepcopy
from heurams.services.logger import get_logger
logger = get_logger(__name__)
def load_nucleon(path: pathlib.Path, fmt="toml"):
logger.debug("load_nucleon: 加载文件 %s, 格式: %s", path, fmt)
with open(path, "r") as f:
dictdata = dict()
dictdata = toml.load(f) # type: ignore
logger.debug("TOML 解析成功, keys: %s", list(dictdata.keys()))
lst = list()
nested_data = dict()
# 修正 toml 解析器的不管嵌套行为
for key, value in dictdata.items():
if "__metadata__" in key: # 以免影响句号
if "." in key:
parts = key.split(".")
current = nested_data
for part in parts[:-1]:
if part not in current:
current[part] = {}
current = current[part]
current[parts[-1]] = value
logger.debug("处理元数据键: %s", key)
else:
nested_data[key] = value
logger.debug("嵌套数据处理完成, keys: %s", list(nested_data.keys()))
# print(nested_data)
for item, attr in nested_data.items():
if item == "__metadata__":
continue
logger.debug("处理项目: %s", item)
lst.append(
(
Nucleon(item, attr, deepcopy(nested_data["__metadata__"])),
deepcopy(nested_data["__metadata__"]["orbital"]),
)
)
logger.debug("load_nucleon 完成, 加载了 %d 个 Nucleon 对象", len(lst))
return lst
def load_electron(path: pathlib.Path, fmt="json") -> dict:
"""从文件路径加载电子对象
Args:
path (pathlib.Path): 路径
fmt (str): 文件格式(可选, 默认 json)
Returns:
dict: 键名是电子对象名称, 值是电子对象
"""
logger.debug("load_electron: 加载文件 %s, 格式: %s", path, fmt)
with open(path, "r") as f:
dictdata = dict()
dictdata = json.load(f) # type: ignore
logger.debug("JSON 解析成功, keys: %s", list(dictdata.keys()))
dic = dict()
for item, attr in dictdata.items():
logger.debug("处理电子项目: %s", item)
dic[item] = Electron(item, attr)
logger.debug("load_electron 完成, 加载了 %d 个 Electron 对象", len(dic))
return dic

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from heurams.services.logger import get_logger
logger = get_logger(__name__)
class Nucleon:
"""原子核: 材料元数据"""
def __init__(self, ident: str, payload: dict, metadata: dict = {}):
"""初始化原子核 (记忆内容)
Args:
ident: 唯一标识符
payload: 记忆内容信息
metadata: 可选元数据信息
"""
logger.debug(
"创建 Nucleon 实例, ident: '%s', payload keys: %s, metadata keys: %s",
ident,
list(payload.keys()) if payload else [],
list(metadata.keys()) if metadata else [],
)
self.metadata = metadata
self.payload = payload
self.ident = ident
logger.debug("Nucleon 初始化完成")
def __getitem__(self, key):
logger.debug("Nucleon.__getitem__: key='%s'", key)
if key == "ident":
logger.debug("返回 ident: '%s'", self.ident)
return self.ident
if key in self.payload:
value = self.payload[key]
logger.debug(
"返回 payload['%s'], value type: %s", key, type(value).__name__
)
return value
else:
logger.error("'%s' 未在 payload 中找到", key)
raise KeyError(f"Key '{key}' not found in payload.")
def __iter__(self):
yield from self.payload.keys()
def __len__(self):
return len(self.payload)
def __hash__(self):
return hash(self.ident)
def do_eval(self):
"""
执行并以结果替换当前单元的所有 eval 语句
TODO: 带有限制的 eval, 异步/多线程执行避免堵塞
"""
logger.debug("Nucleon.do_eval 开始")
# eval 环境设置
def eval_with_env(s: str):
try:
nucleon = self
eval_value = eval(s)
if isinstance(eval_value, (int, float)):
ret = str(eval_value)
else:
ret = eval_value
logger.debug(
"eval 执行成功: '%s' -> '%s'",
s,
str(ret)[:50] + "..." if len(ret) > 50 else ret,
)
except Exception as e:
ret = f"此 eval 实例发生错误: {e}"
logger.warning("eval 执行错误: '%s' -> %s", s, e)
return ret
def traverse(data, modifier):
if isinstance(data, dict):
for key, value in data.items():
data[key] = traverse(value, modifier)
return data
elif isinstance(data, list):
for i, item in enumerate(data):
data[i] = traverse(item, modifier)
return data
elif isinstance(data, tuple):
return tuple(traverse(item, modifier) for item in data)
else:
if isinstance(data, str):
if data.startswith("eval:"):
logger.debug("发现 eval 表达式: '%s'", data[5:])
return modifier(data[5:])
return data
traverse(self.payload, eval_with_env)
traverse(self.metadata, eval_with_env)
logger.debug("Nucleon.do_eval 完成")
@staticmethod
def placeholder():
"""生成一个占位原子核"""
logger.debug("创建 Nucleon 占位符")
return Nucleon("核子对象样例内容", {})

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from typing import TypedDict
from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.debug("Orbital 类型定义模块已加载")
class OrbitalSchedule(TypedDict):
quick_review: list
recognition: list
final_review: list
class Orbital(TypedDict):
schedule: OrbitalSchedule
puzzles: dict
"""一份示例
["__metadata__.orbital.puzzles"] # 谜题定义
"Recognition" = { __origin__ = "recognition", __hint__ = "", primary = "eval:nucleon['content']", secondery = ["eval:nucleon['keyword_note']", "eval:nucleon['note']"], top_dim = ["eval:nucleon['translation']"] }
"SelectMeaning" = { __origin__ = "mcq", __hint__ = "eval:nucleon['content']", jammer = "eval:nucleon['keyword_note']", max_riddles_num = "eval:default['mcq']['max_riddles_num']", prefix = "选择正确项: " }
"FillBlank" = { __origin__ = "cloze", __hint__ = "", text = "eval:nucleon['content']", delimiter = "eval:metadata['formation']['delimiter']", min_denominator = "eval:default['cloze']['min_denominator']"}
["__metadata__.orbital.schedule"] # 内置的推荐学习方案
quick_review = [["FillBlank", "1.0"], ["SelectMeaning", "0.5"], ["recognition", "1.0"]]
recognition = [["recognition", "1.0"]]
final_review = [["FillBlank", "0.7"], ["SelectMeaning", "0.7"], ["recognition", "1.0"]]
"""

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from heurams.context import config_var
import pathlib
from heurams.services.logger import get_logger
logger = get_logger(__name__)
def probe_by_filename(filename):
"""探测指定文件 (无扩展名) 的所有信息"""
logger.debug("probe_by_filename: 探测文件 '%s'", filename)
paths: dict = config_var.get().get("paths")
logger.debug("配置路径: %s", paths)
formats = ["toml", "json"]
result = {}
for item, attr in paths.items():
for i in formats:
attr: pathlib.Path = pathlib.Path(attr) / filename + "." + i
if attr.exists():
logger.debug("找到文件: %s", attr)
result[item.replace("_dir", "")] = str(attr)
else:
logger.debug("文件不存在: %s", attr)
logger.debug("probe_by_filename 结果: %s", result)
return result
def probe_all(is_stem=1):
"""依据目录探测所有信息
Args:
is_stem (boolean): 是否**删除**文件扩展名
Returns:
dict: 有三项, 每一项的键名都是文件组类型, 值都是文件组列表, 只包含文件名
"""
logger.debug("probe_all: 开始探测, is_stem=%d", is_stem)
paths: dict = config_var.get().get("paths")
logger.debug("配置路径: %s", paths)
result = {}
for item, attr in paths.items():
attr: pathlib.Path = pathlib.Path(attr)
result[item.replace("_dir", "")] = list()
logger.debug("扫描目录: %s", attr)
file_count = 0
for i in attr.iterdir():
if not i.is_dir():
file_count += 1
if is_stem:
result[item.replace("_dir", "")].append(str(i.stem))
else:
result[item.replace("_dir", "")].append(str(i.name))
logger.debug("目录 %s 中找到 %d 个文件", attr, file_count)
logger.debug("probe_all 完成, 结果 keys: %s", list(result.keys()))
return result
if __name__ == "__main__":
import os
print(os.getcwd())
print(probe_all())

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"""
Puzzle 模块 - 谜题生成系统
提供多种类型的谜题生成器, 支持从字符串、字典等数据源导入题目
"""
from heurams.services.logger import get_logger
logger = get_logger(__name__)
from .base import BasePuzzle
from .cloze import ClozePuzzle
from .mcq import MCQPuzzle
from .recognition import RecognitionPuzzle
__all__ = [
"BasePuzzle",
"ClozePuzzle",
"MCQPuzzle",
"RecognitionPuzzle",
]
puzzles = {
"mcq": MCQPuzzle,
"cloze": ClozePuzzle,
"recognition": RecognitionPuzzle,
"base": BasePuzzle,
}
@staticmethod
def create_by_dict(config_dict: dict) -> BasePuzzle:
"""
根据配置字典创建谜题
Args:
config_dict: 配置字典, 包含谜题类型和参数
Returns:
BasePuzzle: 谜题实例
Raises:
ValueError: 当配置无效时抛出
"""
logger.debug(
"puzzles.create_by_dict: config_dict keys=%s", list(config_dict.keys())
)
puzzle_type = config_dict.get("type")
if puzzle_type == "cloze":
return puzzles["cloze"](
text=config_dict["text"],
min_denominator=config_dict.get("min_denominator", 7),
)
elif puzzle_type == "mcq":
return puzzles["mcq"](
mapping=config_dict["mapping"],
jammer=config_dict.get("jammer", []),
max_riddles_num=config_dict.get("max_riddles_num", 2),
prefix=config_dict.get("prefix", ""),
)
else:
raise ValueError(f"未知的谜题类型: {puzzle_type}")

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# base.py
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class BasePuzzle:
"""谜题基类"""
def refresh(self):
logger.debug("BasePuzzle.refresh 被调用(未实现)")
raise NotImplementedError("谜题对象未实现 refresh 方法")
def __str__(self):
logger.debug("BasePuzzle.__str__ 被调用")
return f"谜题: {type(self).__name__}"

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from .base import BasePuzzle
import random
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class ClozePuzzle(BasePuzzle):
"""填空题谜题生成器
Args:
text: 原始字符串(需要 delimiter 分割句子, 末尾应有 delimiter)
min_denominator: 最小概率倒数(如占所有可生成填空数的 1/7 中的 7, 若期望值小于 1, 则取 1)
"""
def __init__(self, text: str, min_denominator: int, delimiter: str = "/"):
logger.debug(
"ClozePuzzle.__init__: text length=%d, min_denominator=%d, delimiter='%s'",
len(text),
min_denominator,
delimiter,
)
self.text = text
self.min_denominator = min_denominator
self.wording = "填空题 - 尚未刷新谜题"
self.answer = ["填空题 - 尚未刷新谜题"]
self.delimiter = delimiter
logger.debug("ClozePuzzle 初始化完成")
def refresh(self): # 刷新谜题
logger.debug("ClozePuzzle.refresh 开始")
placeholder = "___SLASH___"
tmp_text = self.text.replace(self.delimiter, placeholder)
words = tmp_text.split(placeholder)
if not words:
logger.warning("ClozePuzzle.refresh: 无单词可处理")
return
words = [word for word in words if word]
logger.debug("ClozePuzzle.refresh: 分割出 %d 个单词", len(words))
num_blanks = min(max(1, len(words) // self.min_denominator), len(words))
logger.debug("ClozePuzzle.refresh: 需要生成 %d 个填空", num_blanks)
indices_to_blank = random.sample(range(len(words)), num_blanks)
indices_to_blank.sort()
blanked_words = list(words)
answer = list()
for index in indices_to_blank:
blanked_words[index] = "__" * len(words[index])
answer.append(words[index])
self.answer = answer
self.wording = "".join(blanked_words)
logger.debug("ClozePuzzle.refresh 完成, 生成 %d 个填空", len(answer))
def __str__(self):
logger.debug("ClozePuzzle.__str__ 被调用")
return f"{self.wording}\n{str(self.answer)}"

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# mcq.py
from .base import BasePuzzle
import random
from typing import List, Dict, Optional, Union
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class MCQPuzzle(BasePuzzle):
"""选择题谜题生成器
该类用于生成和管理选择题谜题, 支持多个题目同时生成,
每个题目包含问题, 正确答案和干扰项选项.
Attributes:
prefix (str): 题目前缀文本
mapping (Dict[str, str]): 问题和正确答案的映射字典
jammer (List[str]): 干扰项列表
max_riddles_num (int): 最大题目数量限制
wording (Union[str, List[str]]): 题目文本内容
answer (Union[str, List[str]]): 正确答案列表
options (List[List[str]]): 每个题目的选项列表
"""
def __init__(
self,
mapping: Dict[str, str],
jammer: List[str],
max_riddles_num: int = 2,
prefix: str = "",
) -> None:
"""初始化选择题谜题生成器
Args:
mapping: 问题和正确答案的映射字典, 键为问题, 值为正确答案
jammer: 干扰项列表, 用于生成错误选项
max_riddles_num: 每次生成的最大题目数量, 范围限制在1-5之间
prefix: 题目前缀文本, 会显示在每个题目之前
"""
logger.debug(
"MCQPuzzle.__init__: mapping size=%d, jammer size=%d, max_riddles_num=%d",
len(mapping),
len(jammer),
max_riddles_num,
)
self.prefix = prefix
self.mapping = mapping
self.max_riddles_num = max(1, min(max_riddles_num, 5))
# 初始化干扰项, 确保至少有4个选项
self._init_jammer(jammer)
# 初始化题目状态
self._reset_puzzle_state()
def _init_jammer(self, jammer: List[str]) -> None:
"""初始化干扰项列表
合并传入的干扰项和所有正确答案, 确保去重后至少有4个干扰项.
Args:
jammer: 传入的干扰项列表
"""
# 合并正确答案和传入的干扰项, 并去重
logger.debug(f"答案映射: {self.mapping}, {type(self.mapping)}")
logger.debug(f"干扰项: {jammer}, {type(jammer)}")
unique_jammers = set(jammer + list(self.mapping.values()))
self.jammer = list(unique_jammers)
# 确保至少有4个干扰项
while len(self.jammer) < 4:
self.jammer.append(" " * (4 - len(self.jammer)))
unique_jammers = set(jammer + list(self.mapping.values()))
def _reset_puzzle_state(self) -> None:
"""重置谜题状态为初始值
将题目文本, 答案和选项重置为默认状态.
"""
self.wording: Union[str, List[str]] = "选择题 - 尚未刷新谜题"
self.answer: Union[str, List[str]] = ["选择题 - 尚未刷新谜题"]
self.options: List[List[str]] = []
def refresh(self) -> None:
"""刷新谜题, 生成指定数量的选择题
从mapping中随机选择指定数量的问题, 为每个问题生成包含正确答案
和干扰项的选项列表, 并更新谜题状态.
Raises:
ValueError: 当mapping为空时不会抛出异常, 但会设置空谜题状态
"""
logger.debug("MCQPuzzle.refresh 开始, mapping size=%d", len(self.mapping))
if not self.mapping:
self._set_empty_puzzle()
return
num_questions = min(self.max_riddles_num, len(self.mapping))
selected_questions = random.sample(list(self.mapping.items()), num_questions)
puzzles: List[str] = []
answers: List[str] = []
all_options: List[List[str]] = []
for question, correct_answer in selected_questions:
options = self._generate_options(correct_answer)
puzzles.append(question)
answers.append(correct_answer)
all_options.append(options)
self.wording = self._format_questions(puzzles)
self.answer = answers
self.options = all_options
def _set_empty_puzzle(self) -> None:
"""设置为空谜题状态
当没有可用的题目时, 设置相应的提示信息.
"""
self.wording = "无可用题目"
self.answer = ["无答案"]
self.options = []
def _generate_options(self, correct_answer: str) -> List[str]:
"""为单个问题生成选项列表(包含正确答案和干扰项)
Args:
correct_answer: 当前问题的正确答案
Returns:
包含4个选项的列表, 其中一个是正确答案, 三个是干扰项
Note:
如果可用干扰项不足3个, 会使用重复的干扰项填充
"""
options = [correct_answer]
# 获取可用的干扰项(排除正确答案)
available_jammers = [
jammer for jammer in self.jammer if jammer != correct_answer
]
# 选择3个干扰项
if len(available_jammers) >= 3:
selected_jammers = random.sample(available_jammers, 3)
else:
selected_jammers = random.choices(available_jammers, k=3)
options.extend(selected_jammers)
random.shuffle(options)
return options
def _format_questions(self, puzzles: List[str]) -> List[str]:
"""格式化问题列表为可读的文本
Args:
puzzles: 原始问题文本列表
Returns:
格式化后的问题文本列表, 包含编号和前缀
Example:
输入: ["问题1", "问题2"]
输出: ["前缀:\\n 1. 问题1", "前缀:\\n 2. 问题2"]
"""
if not puzzles:
return []
formatted_questions = []
for i, puzzle in enumerate(puzzles, 1):
question_text = (
f"{self.prefix}:\n {i}. {puzzle}" if self.prefix else f"{i}. {puzzle}"
)
formatted_questions.append(question_text)
return formatted_questions
def __str__(self) -> str:
"""返回谜题的字符串表示
Returns:
包含所有问题和正确答案的格式化字符串
Example:
选择题 - 尚未刷新谜题
正确答案: 选择题 - 尚未刷新谜题
"""
if isinstance(self.wording, list):
question_text = "\n".join(self.wording)
else:
question_text = self.wording
if isinstance(self.answer, list):
answer_text = ", ".join(self.answer)
else:
answer_text = str(self.answer)
return f"{question_text}\n正确答案: {answer_text}"
def get_question_count(self) -> int:
"""获取当前生成的题目数量
Returns:
当前题目的数量, 如果尚未刷新则返回 0
"""
if isinstance(self.wording, list):
return len(self.wording)
elif self.wording == "选择题 - 尚未刷新谜题" or self.wording == "无可用题目":
return 0
else:
return 1
def get_correct_answer_for_question(self, question_index: int) -> Optional[str]:
"""获取指定题目的正确答案
Args:
question_index: 题目索引(从0开始)
Returns:
指定题目的正确答案, 如果索引无效则返回None
"""
if not isinstance(self.answer, list):
return None
if 0 <= question_index < len(self.answer):
return self.answer[question_index]
return None
def get_options_for_question(self, question_index: int) -> Optional[List[str]]:
"""获取指定题目的选项列表
Args:
question_index: 题目索引(从0开始)
Returns:
指定题目的选项列表, 如果索引无效则返回None
"""
if 0 <= question_index < len(self.options):
return self.options[question_index]
return None

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# mcq.py
from .base import BasePuzzle
import random
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class RecognitionPuzzle(BasePuzzle):
"""识别占位符"""
def __init__(self) -> None:
logger.debug("RecognitionPuzzle.__init__")
super().__init__()
def refresh(self):
logger.debug("RecognitionPuzzle.refresh空实现")
pass

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from .states import PhaserState, ProcessionState
from .procession import Procession
from .fission import Fission
from .phaser import Phaser
from heurams.services.logger import get_logger
logger = get_logger(__name__)
__all__ = ["PhaserState", "ProcessionState", "Procession", "Fission", "Phaser"]
logger.debug("反应堆模块已加载")

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import heurams.kernel.particles as pt
import heurams.kernel.puzzles as puz
import random
from .states import PhaserState
from heurams.services.logger import get_logger
class Fission:
"""裂变器: 单原子调度展开器"""
def __init__(self, atom: pt.Atom, phase=PhaserState.RECOGNITION):
self.logger = get_logger(__name__)
self.atom = atom
# print(f"{phase.value}")
self.orbital_schedule = atom.registry["orbital"]["schedule"][phase.value] # type: ignore
self.orbital_puzzles = atom.registry["orbital"]["puzzles"]
# print(self.orbital_schedule)
self.puzzles = list()
for item, possibility in self.orbital_schedule: # type: ignore
print(f"ad:{item}")
self.logger.debug(f"开始处理 orbital 项: {item}")
if not isinstance(possibility, float):
possibility = float(possibility)
while possibility > 1:
self.puzzles.append(
{
"puzzle": puz.puzzles[self.orbital_puzzles[item]["__origin__"]],
"alia": item,
}
)
possibility -= 1
if random.random() <= possibility:
self.puzzles.append(
{
"puzzle": puz.puzzles[self.orbital_puzzles[item]["__origin__"]],
"alia": item,
}
)
print(f"ok:{item}")
self.logger.debug(f"orbital 项处理完成: {item}")
def generate(self):
yield from self.puzzles

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# 移相器类定义
import heurams.kernel.particles as pt
from .states import PhaserState, ProcessionState
from .procession import Procession
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class Phaser:
"""移相器: 全局调度阶段管理器"""
def __init__(self, atoms: list[pt.Atom]) -> None:
logger.debug("Phaser.__init__: 原子数量=%d", len(atoms))
new_atoms = list()
old_atoms = list()
self.state = PhaserState.UNSURE
for i in atoms:
if not i.registry["electron"].is_activated():
new_atoms.append(i)
else:
old_atoms.append(i)
logger.debug("新原子数量=%d, 旧原子数量=%d", len(new_atoms), len(old_atoms))
self.processions = list()
if len(old_atoms):
self.processions.append(
Procession(old_atoms, PhaserState.QUICK_REVIEW, "初始复习")
)
logger.debug("创建初始复习 Procession")
if len(new_atoms):
self.processions.append(
Procession(new_atoms, PhaserState.RECOGNITION, "新记忆")
)
logger.debug("创建新记忆 Procession")
self.processions.append(Procession(atoms, PhaserState.FINAL_REVIEW, "总体复习"))
logger.debug("创建总体复习 Procession")
logger.debug("Phaser 初始化完成, processions 数量=%d", len(self.processions))
def current_procession(self):
logger.debug("Phaser.current_procession 被调用")
for i in self.processions:
i: Procession
if not i.state == ProcessionState.FINISHED:
self.state = i.phase
logger.debug("找到未完成的 Procession: phase=%s", i.phase)
return i
self.state = PhaserState.FINISHED
logger.debug("所有 Procession 已完成, 状态设置为 FINISHED")
return 0

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import heurams.kernel.particles as pt
from .states import PhaserState, ProcessionState
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class Procession:
"""队列: 标识单次记忆流程"""
def __init__(self, atoms: list, phase: PhaserState, name: str = ""):
logger.debug(
"Procession.__init__: 原子数量=%d, phase=%s, name='%s'",
len(atoms),
phase.value,
name,
)
self.atoms = atoms
self.queue = atoms.copy()
self.current_atom = atoms[0]
self.cursor = 0
self.name = name
self.phase = phase
self.state: ProcessionState = ProcessionState.RUNNING
logger.debug("Procession 初始化完成, 队列长度=%d", len(self.queue))
def forward(self, step=1):
logger.debug("Procession.forward: step=%d, 当前 cursor=%d", step, self.cursor)
self.cursor += step
if self.cursor == len(self.queue):
self.state = ProcessionState.FINISHED
logger.debug("Procession 已完成")
else:
self.state = ProcessionState.RUNNING
try:
logger.debug("cursor 更新为: %d", self.cursor)
self.current_atom = self.queue[self.cursor]
logger.debug("当前原子更新为: %s", self.current_atom.ident)
return 1 # 成功
except IndexError as e:
logger.debug("IndexError: %s", e)
self.state = ProcessionState.FINISHED
logger.debug("Procession 因索引错误而完成")
return 0
def append(self, atom=None):
if atom == None:
atom = self.current_atom
logger.debug("Procession.append: atom=%s", atom.ident if atom else "None")
if self.queue[len(self.queue) - 1] != atom or len(self) <= 1:
self.queue.append(atom)
logger.debug("原子已追加到队列, 新队列长度=%d", len(self.queue))
else:
logger.debug("原子未追加(重复或队列长度<=1")
def __len__(self):
length = len(self.queue) - self.cursor
logger.debug("Procession.__len__: 剩余长度=%d", length)
return length
def process(self):
logger.debug("Procession.process: cursor=%d", self.cursor)
return self.cursor
def total_length(self):
total = len(self.queue)
logger.debug("Procession.total_length: %d", total)
return total
def is_empty(self):
empty = len(self.queue)
logger.debug("Procession.is_empty: %d", empty)
return empty

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from enum import Enum, auto
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class PhaserState(Enum):
UNSURE = "unsure"
QUICK_REVIEW = "quick_review"
RECOGNITION = "recognition"
FINAL_REVIEW = "final_review"
FINISHED = "finished"
class ProcessionState(Enum):
RUNNING = auto()
FINISHED = auto()
logger.debug("状态枚举定义已加载")

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# Provider - 提供者
底层相关与第三方 API 接口包装

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# 音频播放器, 必须基于文件操作
from . import termux_audio
from . import playsound_audio
from heurams.services.logger import get_logger
logger = get_logger(__name__)
__all__ = [
"termux_audio",
"playsound_audio",
]
providers = {"termux": termux_audio, "playsound": playsound_audio}
logger.debug("音频 providers 已注册: %s", list(providers.keys()))

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"""通用音频适配器
基于 playsound 库的音频播放器, 在绝大多数 python 环境上提供音频服务
注意: 在未配置 pulseaudio 的 termux 不可用
"""
import os
import pathlib
import playsound
from heurams.services.logger import get_logger
logger = get_logger(__name__)
def play_by_path(path: pathlib.Path):
logger.debug("playsound_audio.play_by_path: 开始播放 %s", path)
try:
playsound.playsound(str(path))
logger.debug("播放完成: %s", path)
except Exception as e:
logger.error("播放失败: %s, 错误: %s", path, e)
raise

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from typing import Protocol
import pathlib
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class PlayFunctionProtocol(Protocol):
def __call__(self, path: pathlib.Path) -> None: ...
logger.debug("音频协议模块已加载")

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"""Termux 音频适配
适配 Termux 的 play-audio 命令, 以在 android 上提供可用的播放体验
无需配置 pulseaudio
"""
import os
import pathlib
from heurams.services.logger import get_logger
logger = get_logger(__name__)
# from .protocol import PlayFunctionProtocol
def play_by_path(path: pathlib.Path):
logger.debug("termux_audio.play_by_path: 开始播放 %s", path)
try:
os.system(f"play-audio {path}")
logger.debug("播放命令已执行: %s", path)
except Exception as e:
logger.error("播放失败: %s, 错误: %s", path, e)
raise

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# 大语言模型
from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.debug("LLM providers 模块已加载")

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from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.debug("LLM 基类模块已加载")

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from heurams.services.logger import get_logger
logger = get_logger(__name__)
logger.debug("OpenAI provider 模块已加载(未实现)")

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from .base import BaseTTS
from .edge_tts import EdgeTTS
from heurams.services.logger import get_logger
logger = get_logger(__name__)
__all__ = [
"BaseTTS",
"EdgeTTS",
]
providers = {
"basetts": BaseTTS,
"edgetts": EdgeTTS,
}
logger.debug("TTS providers 已注册: %s", list(providers.keys()))

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import pathlib
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class BaseTTS:
name = "BaseTTS"
@classmethod
def convert(cls, text: str, path: pathlib.Path | str = "") -> pathlib.Path:
"""path 是可选参数, 不填则自动返回生成文件路径"""
logger.debug("BaseTTS.convert: text length=%d, path=%s", len(text), path)
logger.warning("BaseTTS.convert 是基类方法, 未实现具体功能")
return path # type: ignore

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from .base import BaseTTS
import pathlib
import edge_tts
from heurams.services.logger import get_logger
logger = get_logger(__name__)
class EdgeTTS(BaseTTS):
name = "EdgeTTS"
@classmethod
def convert(cls, text, path: pathlib.Path | str = "") -> pathlib.Path:
logger.debug("EdgeTTS.convert: text length=%d, path=%s", len(text), path)
try:
communicate = edge_tts.Communicate(
text,
"zh-CN-YunjianNeural",
)
logger.debug("EdgeTTS 通信对象创建成功, 正在保存音频")
communicate.save_sync(str(path))
logger.debug("EdgeTTS 音频已保存到: %s", path)
return path # type: ignore
except Exception as e:
logger.error("EdgeTTS.convert 失败: %s", e)
raise

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# Services - 服务
基础服务相关代码

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# 音频服务
from heurams.context import config_var
from heurams.providers.audio import providers as prov
from typing import Callable
from heurams.services.logger import get_logger
logger = get_logger(__name__)
play_by_path: Callable = prov[config_var.get()["services"]["audio"]].play_by_path
logger.debug(
"音频服务初始化完成, 使用 provider: %s", config_var.get()["services"]["audio"]
)

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# 配置文件服务
import pathlib
import toml
import typing
from heurams.services.logger import get_logger
class ConfigFile:
def __init__(self, path: pathlib.Path):
self.logger = get_logger(__name__)
self.path = path
if not self.path.exists():
self.path.touch()
self.logger.debug("创建配置文件: %s", self.path)
self.data = dict()
self._load()
def _load(self):
"""从文件加载配置数据"""
with open(self.path, "r") as f:
try:
self.data = toml.load(f)
self.logger.debug("配置文件加载成功: %s", self.path)
except toml.TomlDecodeError as e:
print(f"{e}")
self.logger.error("TOML解析错误: %s", e)
self.data = {}
def modify(self, key: str, value: typing.Any):
"""修改配置值并保存"""
self.data[key] = value
self.logger.debug("修改配置项: %s = %s", key, value)
self.save()
def save(self, path: typing.Union[str, pathlib.Path] = ""):
"""保存配置到文件"""
save_path = pathlib.Path(path) if path else self.path
with open(save_path, "w") as f:
toml.dump(self.data, f)
self.logger.debug("配置文件已保存: %s", save_path)
def get(self, key: str, default: typing.Any = None) -> typing.Any:
"""获取配置值, 如果不存在返回默认值"""
return self.data.get(key, default)
def __getitem__(self, key: str) -> typing.Any:
return self.data[key]
def __setitem__(self, key: str, value: typing.Any):
self.data[key] = value
self.save()
def __contains__(self, key: str) -> bool:
"""支持 in 语法"""
return key in self.data

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# 哈希服务
import hashlib
from heurams.services.logger import get_logger
logger = get_logger(__name__)
def get_md5(text):
logger.debug(f"计算哈希, 输入`{text}`")
result = hashlib.md5(text.encode("utf-8")).hexdigest()
logger.debug("哈希结果: %s...", result[:8])
return result
def hash(text):
logger.debug(f"计算哈希, 输入`{text}`")
result = hashlib.md5(text.encode("utf-8")).hexdigest()
logger.debug("哈希结果: %s...", result[:8])
return result

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"""
HeurAMS 日志服务模块
基于Python标准logging库, 提供统一的日志记录功能
"""
import logging
import logging.handlers
import pathlib
import sys
from typing import Optional, Union
# 默认配置
DEFAULT_LOG_LEVEL = logging.DEBUG
DEFAULT_LOG_FILE = pathlib.Path("heurams.log")
DEFAULT_LOG_FORMAT = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
DEFAULT_DATE_FORMAT = "%Y-%m-%d %H:%M:%S"
# 全局logger缓存
_loggers = {}
def setup_logging(
log_file: Union[str, pathlib.Path] = DEFAULT_LOG_FILE,
log_level: int = DEFAULT_LOG_LEVEL,
log_format: str = DEFAULT_LOG_FORMAT,
date_format: str = DEFAULT_DATE_FORMAT,
max_bytes: int = 10 * 1024 * 1024, # 10MB
backup_count: int = 5,
) -> None:
"""
配置全局日志系统
Args:
log_file: 日志文件路径
log_level: 日志级别 (logging.DEBUG, logging.INFO等)
log_format: 日志格式字符串
date_format: 日期时间格式
max_bytes: 单个日志文件最大字节数
backup_count: 备份文件数量
"""
# 确保日志目录存在
log_path = pathlib.Path(log_file)
log_path.parent.mkdir(parents=True, exist_ok=True)
# 创建formatter
formatter = logging.Formatter(log_format, date_format)
# 创建文件handler使用RotatingFileHandler防止日志过大
file_handler = logging.handlers.RotatingFileHandler(
filename=log_path,
maxBytes=max_bytes,
backupCount=backup_count,
encoding="utf-8",
)
file_handler.setFormatter(formatter)
file_handler.setLevel(log_level)
# 配置root logger - 设置为 WARNING 级别(只记录重要信息)
root_logger = logging.getLogger()
root_logger.setLevel(logging.WARNING) # 这里改为 WARNING
# 移除所有现有handler
for handler in root_logger.handlers[:]:
root_logger.removeHandler(handler)
# 创建自己的应用logger单独设置DEBUG级别
app_logger = logging.getLogger("heurams")
app_logger.setLevel(log_level) # 保持DEBUG级别
app_logger.addHandler(file_handler)
# 禁止传播到root logger, 避免双重记录
app_logger.propagate = False
# 设置第三方库的日志级别为WARNING, 避免调试信息干扰
third_party_loggers = [
"markdown_it",
"markdown_it.rules_block",
"markdown_it.rules_core",
"markdown_it.rules_inline",
"asyncio",
]
for logger_name in third_party_loggers:
logging.getLogger(logger_name).setLevel(logging.WARNING)
# 记录日志系统初始化
app_logger.info("日志系统已初始化, 日志文件: %s", log_path)
def get_logger(name: Optional[str] = None) -> logging.Logger:
"""
获取指定名称的logger
Args:
name: logger名称, 通常使用模块名(__name__)
如果为None, 返回root logger
Returns:
logging.Logger实例
"""
if name is None:
return logging.getLogger()
# 确保使用 heurams 作为前缀, 继承应用logger的配置
if not name.startswith("heurams") and name != "":
logger_name = f"heurams.{name}"
else:
logger_name = name
# 缓存logger以提高性能
if logger_name not in _loggers:
logger = logging.getLogger(logger_name)
_loggers[logger_name] = logger
return _loggers[logger_name]
# 便捷函数
def debug(msg: str, *args, **kwargs) -> None:
"""DEBUG级别日志"""
get_logger().debug(msg, *args, **kwargs)
def info(msg: str, *args, **kwargs) -> None:
"""INFO级别日志"""
get_logger().info(msg, *args, **kwargs)
def warning(msg: str, *args, **kwargs) -> None:
"""WARNING级别日志"""
get_logger().warning(msg, *args, **kwargs)
def error(msg: str, *args, **kwargs) -> None:
"""ERROR级别日志"""
get_logger().error(msg, *args, **kwargs)
def critical(msg: str, *args, **kwargs) -> None:
"""CRITICAL级别日志"""
get_logger().critical(msg, *args, **kwargs)
def exception(msg: str, *args, **kwargs) -> None:
"""记录异常信息 (ERROR级别)"""
get_logger().exception(msg, *args, **kwargs)
# 初始化日志系统(硬编码配置)
setup_logging()
# 模块级别的logger实例
logger = get_logger(__name__)
logger.info("HeurAMS日志服务模块已加载")

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# 时间服务
from heurams.context import config_var
import time
from heurams.services.logger import get_logger
logger = get_logger(__name__)
def get_daystamp() -> int:
"""获取当前日戳(以天为单位的整数时间戳)"""
time_override = config_var.get().get("daystamp_override", -1)
if time_override != -1:
logger.debug("使用覆盖的日戳: %d", time_override)
return int(time_override)
result = int((time.time() + config_var.get().get("timezone_offset")) // (24 * 3600))
logger.debug("计算日戳: %d", result)
return result
def get_timestamp() -> float:
"""获取 UNIX 时间戳"""
# 搞这个类的原因是要支持可复现操作
time_override = config_var.get().get("timestamp_override", -1)
if time_override != -1:
logger.debug("使用覆盖的时间戳: %f", time_override)
return float(time_override)
result = time.time()
logger.debug("获取当前时间戳: %f", result)
return result

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# 文本转语音服务
from heurams.context import config_var
from heurams.providers.tts import TTSs
from typing import Callable
from heurams.services.logger import get_logger
logger = get_logger(__name__)
convert: Callable = TTSs[config_var.get().get("tts_provider")]
logger.debug(
"TTS服务初始化完成, 使用 provider: %s", config_var.get().get("tts_provider")
)

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# 版本控制集成服务
from heurams.services.logger import get_logger
logger = get_logger(__name__)
ver = "0.4.0"
stage = "prototype"
codename = "fledge" # 雏鸟, 0.4.x 版本
logger.info("HeurAMS 版本: %s (%s), 阶段: %s", ver, codename, stage)

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# Utils - 实用工具
脚本与部分分离式工具函数

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#!/usr/bin/env python3
"""
DashboardScreen 的测试, 包括单元测试和 pilot 测试.
"""
import unittest
import tempfile
import pathlib
import time
from unittest.mock import patch, MagicMock
from textual.pilot import Pilot
from heurams.context import ConfigContext
from heurams.services.config import ConfigFile
from heurams.interface.__main__ import HeurAMSApp
from heurams.interface.screens.dashboard import DashboardScreen
class TestDashboardScreenUnit(unittest.TestCase):
"""DashboardScreen 的单元测试(不启动完整应用). """
def setUp(self):
"""在每个测试之前运行, 设置临时目录和配置. """
# 创建临时目录用于测试数据
self.temp_dir = tempfile.TemporaryDirectory()
self.temp_path = pathlib.Path(self.temp_dir.name)
# 创建默认配置, 并修改路径指向临时目录
default_config_path = (
pathlib.Path(__file__).parent.parent.parent
/ "src/heurams/default/config/config.toml"
)
self.config = ConfigFile(default_config_path)
# 更新配置中的路径
config_data = self.config.data
config_data["paths"]["nucleon_dir"] = str(self.temp_path / "nucleon")
config_data["paths"]["electron_dir"] = str(self.temp_path / "electron")
config_data["paths"]["orbital_dir"] = str(self.temp_path / "orbital")
config_data["paths"]["cache_dir"] = str(self.temp_path / "cache")
# 禁用快速通过, 避免测试干扰
config_data["quick_pass"] = 0
# 禁用时间覆盖
config_data["daystamp_override"] = -1
config_data["timestamp_override"] = -1
# 创建目录
for dir_key in ["nucleon_dir", "electron_dir", "orbital_dir", "cache_dir"]:
pathlib.Path(config_data["paths"][dir_key]).mkdir(
parents=True, exist_ok=True
)
# 使用 ConfigContext 设置配置
self.config_ctx = ConfigContext(self.config)
self.config_ctx.__enter__()
def tearDown(self):
"""在每个测试之后清理. """
self.config_ctx.__exit__(None, None, None)
self.temp_dir.cleanup()
def test_compose(self):
"""测试 compose 方法返回正确的部件. """
screen = DashboardScreen()
# 手动调用 compose 并收集部件
from textual.app import ComposeResult
result = screen.compose()
widgets = list(result)
# 检查是否包含 Header 和 Footer
from textual.widgets import Header, Footer
header_present = any(isinstance(w, Header) for w in widgets)
footer_present = any(isinstance(w, Footer) for w in widgets)
self.assertTrue(header_present)
self.assertTrue(footer_present)
# 检查是否有 ScrollableContainer
from textual.containers import ScrollableContainer
container_present = any(isinstance(w, ScrollableContainer) for w in widgets)
self.assertTrue(container_present)
# 使用 query_one 查找 union-list, 即使屏幕未挂载也可能有效
list_view = screen.query_one("#union-list")
self.assertIsNotNone(list_view)
self.assertEqual(list_view.id, "union-list")
self.assertEqual(list_view.__class__.__name__, "ListView")
def test_item_desc_generator(self):
"""测试 item_desc_generator 函数. """
screen = DashboardScreen()
# 模拟一个文件名
filename = "test.toml"
result = screen.item_desc_generator(filename)
self.assertIsInstance(result, dict)
self.assertIn(0, result)
self.assertIn(1, result)
# 检查内容
self.assertIn("test.toml", result[0])
# 由于 electron 文件不存在, 应显示“尚未激活”
self.assertIn("尚未激活", result[1])
@unittest.skip("Pilot 测试需要进一步配置, 暂不运行")
class TestDashboardScreenPilot(unittest.TestCase):
"""使用 Textual Pilot 的集成测试. """
def setUp(self):
"""配置临时目录和配置. """
self.temp_dir = tempfile.TemporaryDirectory()
self.temp_path = pathlib.Path(self.temp_dir.name)
default_config_path = (
pathlib.Path(__file__).parent.parent.parent
/ "src/heurams/default/config/config.toml"
)
self.config = ConfigFile(default_config_path)
config_data = self.config.data
config_data["paths"]["nucleon_dir"] = str(self.temp_path / "nucleon")
config_data["paths"]["electron_dir"] = str(self.temp_path / "electron")
config_data["paths"]["orbital_dir"] = str(self.temp_path / "orbital")
config_data["paths"]["cache_dir"] = str(self.temp_path / "cache")
config_data["quick_pass"] = 0
config_data["daystamp_override"] = -1
config_data["timestamp_override"] = -1
for dir_key in ["nucleon_dir", "electron_dir", "orbital_dir", "cache_dir"]:
pathlib.Path(config_data["paths"][dir_key]).mkdir(
parents=True, exist_ok=True
)
self.config_ctx = ConfigContext(self.config)
self.config_ctx.__enter__()
def tearDown(self):
self.config_ctx.__exit__(None, None, None)
self.temp_dir.cleanup()
def test_dashboard_loads_with_pilot(self):
"""使用 Pilot 测试 DashboardScreen 加载. """
with patch("heurams.interface.__main__.environment_check"):
app = HeurAMSApp()
# 注意: Pilot 在 Textual 6.9.0 中的用法可能不同
# 以下为示例代码, 可能需要调整
pilot = Pilot(app)
# 等待应用启动
pilot.pause()
screen = app.screen
self.assertEqual(screen.__class__.__name__, "DashboardScreen")
union_list = app.query_one("#union-list")
self.assertIsNotNone(union_list)
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock
from heurams.kernel.algorithms.sm2 import SM2Algorithm
class TestSM2Algorithm(unittest.TestCase):
"""测试 SM2Algorithm 类"""
def setUp(self):
# 模拟 timer 函数
self.timestamp_patcher = patch(
"heurams.kernel.algorithms.sm2.timer.get_timestamp"
)
self.daystamp_patcher = patch(
"heurams.kernel.algorithms.sm2.timer.get_daystamp"
)
self.mock_get_timestamp = self.timestamp_patcher.start()
self.mock_get_daystamp = self.daystamp_patcher.start()
# 设置固定返回值
self.mock_get_timestamp.return_value = 1000.0
self.mock_get_daystamp.return_value = 100
def tearDown(self):
self.timestamp_patcher.stop()
self.daystamp_patcher.stop()
def test_defaults(self):
"""测试默认值"""
defaults = SM2Algorithm.defaults
self.assertEqual(defaults["efactor"], 2.5)
self.assertEqual(defaults["real_rept"], 0)
self.assertEqual(defaults["rept"], 0)
self.assertEqual(defaults["interval"], 0)
self.assertEqual(defaults["last_date"], 0)
self.assertEqual(defaults["next_date"], 0)
self.assertEqual(defaults["is_activated"], 0)
# last_modify 是动态的, 仅检查存在性
self.assertIn("last_modify", defaults)
def test_revisor_feedback_minus_one(self):
"""测试 feedback = -1 时跳过更新"""
algodata = {SM2Algorithm.algo_name: SM2Algorithm.defaults.copy()}
SM2Algorithm.revisor(algodata, feedback=-1)
# 数据应保持不变
self.assertEqual(algodata[SM2Algorithm.algo_name]["efactor"], 2.5)
self.assertEqual(algodata[SM2Algorithm.algo_name]["rept"], 0)
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 0)
def test_revisor_feedback_less_than_3(self):
"""测试 feedback < 3 重置 rept 和 interval"""
algodata = {
SM2Algorithm.algo_name: {
"efactor": 2.5,
"rept": 5,
"interval": 10,
"real_rept": 3,
}
}
SM2Algorithm.revisor(algodata, feedback=2)
self.assertEqual(algodata[SM2Algorithm.algo_name]["rept"], 0)
# rept=0 导致 interval 被设置为 1
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 1)
self.assertEqual(algodata[SM2Algorithm.algo_name]["real_rept"], 4) # 递增
def test_revisor_feedback_greater_equal_3(self):
"""测试 feedback >= 3 递增 rept"""
algodata = {
SM2Algorithm.algo_name: {
"efactor": 2.5,
"rept": 2,
"interval": 6,
"real_rept": 2,
}
}
SM2Algorithm.revisor(algodata, feedback=4)
self.assertEqual(algodata[SM2Algorithm.algo_name]["rept"], 3)
self.assertEqual(algodata[SM2Algorithm.algo_name]["real_rept"], 3)
# interval 应根据 rept 和 efactor 重新计算
# rept=3, interval = round(6 * 2.5) = 15
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 15)
def test_revisor_new_activation(self):
"""测试 is_new_activation 重置 rept 和 efactor"""
algodata = {
SM2Algorithm.algo_name: {
"efactor": 3.0,
"rept": 5,
"interval": 20,
"real_rept": 5,
}
}
SM2Algorithm.revisor(algodata, feedback=5, is_new_activation=True)
self.assertEqual(algodata[SM2Algorithm.algo_name]["rept"], 0)
self.assertEqual(algodata[SM2Algorithm.algo_name]["efactor"], 2.5)
# interval 应为 1因为 rept=0
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 1)
def test_revisor_efactor_calculation(self):
"""测试 efactor 计算"""
algodata = {
SM2Algorithm.algo_name: {
"efactor": 2.5,
"rept": 1,
"interval": 6,
"real_rept": 1,
}
}
SM2Algorithm.revisor(algodata, feedback=5)
# efactor = 2.5 + (0.1 - (5-5)*(0.08 + (5-5)*0.02)) = 2.5 + 0.1 = 2.6
self.assertAlmostEqual(
algodata[SM2Algorithm.algo_name]["efactor"], 2.6, places=6
)
# 测试 efactor 下限为 1.3
algodata[SM2Algorithm.algo_name]["efactor"] = 1.2
SM2Algorithm.revisor(algodata, feedback=5)
self.assertEqual(algodata[SM2Algorithm.algo_name]["efactor"], 1.3)
def test_revisor_interval_calculation(self):
"""测试 interval 计算规则"""
algodata = {
SM2Algorithm.algo_name: {
"efactor": 2.5,
"rept": 0,
"interval": 0,
"real_rept": 0,
}
}
SM2Algorithm.revisor(algodata, feedback=4)
# rept 从 0 递增到 1, 因此 interval 应为 6
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 6)
# 现在 rept=1, 再次调用 revisor 递增到 2
SM2Algorithm.revisor(algodata, feedback=4)
# rept=2, interval = round(6 * 2.5) = 15
self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 15)
# 单独测试 rept=1 的情况
algodata2 = {
SM2Algorithm.algo_name: {
"efactor": 2.5,
"rept": 1,
"interval": 0,
"real_rept": 0,
}
}
SM2Algorithm.revisor(algodata2, feedback=4)
# rept 递增到 2, interval = round(0 * 2.5) = 0
self.assertEqual(algodata2[SM2Algorithm.algo_name]["interval"], 0)
def test_revisor_updates_dates(self):
"""测试更新日期字段"""
algodata = {SM2Algorithm.algo_name: SM2Algorithm.defaults.copy()}
self.mock_get_daystamp.return_value = 200
SM2Algorithm.revisor(algodata, feedback=5)
self.assertEqual(algodata[SM2Algorithm.algo_name]["last_date"], 200)
self.assertEqual(
algodata[SM2Algorithm.algo_name]["next_date"],
200 + algodata[SM2Algorithm.algo_name]["interval"],
)
self.assertEqual(algodata[SM2Algorithm.algo_name]["last_modify"], 1000.0)
def test_is_due(self):
"""测试 is_due 方法"""
algodata = {SM2Algorithm.algo_name: {"next_date": 100}}
self.mock_get_daystamp.return_value = 150
self.assertTrue(SM2Algorithm.is_due(algodata))
algodata[SM2Algorithm.algo_name]["next_date"] = 200
self.assertFalse(SM2Algorithm.is_due(algodata))
def test_rate(self):
"""测试 rate 方法"""
algodata = {SM2Algorithm.algo_name: {"efactor": 2.7}}
self.assertEqual(SM2Algorithm.rate(algodata), "2.7")
def test_nextdate(self):
"""测试 nextdate 方法"""
algodata = {SM2Algorithm.algo_name: {"next_date": 12345}}
self.assertEqual(SM2Algorithm.nextdate(algodata), 12345)
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock
import pathlib
import tempfile
import toml
import json
from heurams.kernel.particles.atom import Atom, atom_registry
from heurams.kernel.particles.electron import Electron
from heurams.kernel.particles.nucleon import Nucleon
from heurams.kernel.particles.orbital import Orbital
from heurams.context import ConfigContext
from heurams.services.config import ConfigFile
class TestAtom(unittest.TestCase):
"""测试 Atom 类"""
def setUp(self):
"""在每个测试之前运行"""
# 创建临时目录用于持久化测试
self.temp_dir = tempfile.TemporaryDirectory()
self.temp_path = pathlib.Path(self.temp_dir.name)
# 创建默认配置
self.config = ConfigFile(
pathlib.Path(__file__).parent.parent.parent.parent
/ "src/heurams/default/config/config.toml"
)
# 使用 ConfigContext 设置配置
self.config_ctx = ConfigContext(self.config)
self.config_ctx.__enter__()
# 清空全局注册表
atom_registry.clear()
def tearDown(self):
"""在每个测试之后运行"""
self.config_ctx.__exit__(None, None, None)
self.temp_dir.cleanup()
atom_registry.clear()
def test_init(self):
"""测试 Atom 初始化"""
atom = Atom("test_atom")
self.assertEqual(atom.ident, "test_atom")
self.assertIn("test_atom", atom_registry)
self.assertEqual(atom_registry["test_atom"], atom)
# 检查 registry 默认值
self.assertIsNone(atom.registry["nucleon"])
self.assertIsNone(atom.registry["electron"])
self.assertIsNone(atom.registry["orbital"])
self.assertEqual(atom.registry["nucleon_fmt"], "toml")
self.assertEqual(atom.registry["electron_fmt"], "json")
self.assertEqual(atom.registry["orbital_fmt"], "toml")
def test_link(self):
"""测试 link 方法"""
atom = Atom("test_link")
nucleon = Nucleon("test_nucleon", {"content": "test content"})
atom.link("nucleon", nucleon)
self.assertEqual(atom.registry["nucleon"], nucleon)
# 测试链接不支持的键
with self.assertRaises(ValueError):
atom.link("invalid_key", "value")
def test_link_triggers_do_eval(self):
"""测试 link 后触发 do_eval"""
atom = Atom("test_eval_trigger")
nucleon = Nucleon("test_nucleon", {"content": "eval:1+1"})
with patch.object(atom, "do_eval") as mock_do_eval:
atom.link("nucleon", nucleon)
mock_do_eval.assert_called_once()
def test_persist_toml(self):
"""测试 TOML 持久化"""
atom = Atom("test_persist_toml")
nucleon = Nucleon("test_nucleon", {"content": "test"})
atom.link("nucleon", nucleon)
# 设置路径
test_path = self.temp_path / "test.toml"
atom.link("nucleon_path", test_path)
atom.persist("nucleon")
# 验证文件存在且内容正确
self.assertTrue(test_path.exists())
with open(test_path, "r") as f:
data = toml.load(f)
self.assertEqual(data["ident"], "test_nucleon")
self.assertEqual(data["payload"]["content"], "test")
def test_persist_json(self):
"""测试 JSON 持久化"""
atom = Atom("test_persist_json")
electron = Electron("test_electron", {})
atom.link("electron", electron)
test_path = self.temp_path / "test.json"
atom.link("electron_path", test_path)
atom.persist("electron")
self.assertTrue(test_path.exists())
with open(test_path, "r") as f:
data = json.load(f)
self.assertIn("supermemo2", data)
def test_persist_invalid_format(self):
"""测试无效持久化格式"""
atom = Atom("test_invalid_format")
nucleon = Nucleon("test_nucleon", {})
atom.link("nucleon", nucleon)
atom.link("nucleon_path", self.temp_path / "test.txt")
atom.registry["nucleon_fmt"] = "invalid"
with self.assertRaises(KeyError):
atom.persist("nucleon")
def test_persist_no_path(self):
"""测试未初始化路径的持久化"""
atom = Atom("test_no_path")
nucleon = Nucleon("test_nucleon", {})
atom.link("nucleon", nucleon)
# 不设置 nucleon_path
with self.assertRaises(TypeError):
atom.persist("nucleon")
def test_getitem_setitem(self):
"""测试 __getitem__ 和 __setitem__"""
atom = Atom("test_getset")
nucleon = Nucleon("test_nucleon", {})
atom["nucleon"] = nucleon
self.assertEqual(atom["nucleon"], nucleon)
# 测试不支持的键
with self.assertRaises(KeyError):
_ = atom["invalid_key"]
with self.assertRaises(KeyError):
atom["invalid_key"] = "value"
def test_do_eval_with_eval_string(self):
"""测试 do_eval 处理 eval: 字符串"""
atom = Atom("test_do_eval")
nucleon = Nucleon(
"test_nucleon",
{"content": "eval:'hello' + ' world'", "number": "eval:2 + 3"},
)
atom.link("nucleon", nucleon)
# do_eval 应该在链接时自动调用
# 检查 eval 表达式是否被求值
self.assertEqual(nucleon.payload["content"], "hello world")
self.assertEqual(nucleon.payload["number"], "5")
def test_do_eval_with_config_access(self):
"""测试 do_eval 访问配置"""
atom = Atom("test_eval_config")
nucleon = Nucleon(
"test_nucleon", {"max_riddles": "eval:default['mcq']['max_riddles_num']"}
)
atom.link("nucleon", nucleon)
# 配置中 puzzles.mcq.max_riddles_num = 2
self.assertEqual(nucleon.payload["max_riddles"], 2)
def test_placeholder(self):
"""测试静态方法 placeholder"""
placeholder = Atom.placeholder()
self.assertIsInstance(placeholder, tuple)
self.assertEqual(len(placeholder), 3)
self.assertIsInstance(placeholder[0], Electron)
self.assertIsInstance(placeholder[1], Nucleon)
self.assertIsInstance(placeholder[2], dict)
def test_atom_registry_management(self):
"""测试全局注册表管理"""
# 创建多个 Atom
atom1 = Atom("atom1")
atom2 = Atom("atom2")
self.assertEqual(len(atom_registry), 2)
self.assertEqual(atom_registry["atom1"], atom1)
self.assertEqual(atom_registry["atom2"], atom2)
# 测试 bidict 的反向查找
self.assertEqual(atom_registry.inverse[atom1], "atom1")
self.assertEqual(atom_registry.inverse[atom2], "atom2")
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock
import sys
from heurams.kernel.particles.electron import Electron
from heurams.kernel.algorithms import algorithms
class TestElectron(unittest.TestCase):
"""测试 Electron 类"""
def setUp(self):
# 模拟 timer.get_timestamp 返回固定值
self.timestamp_patcher = patch(
"heurams.kernel.particles.electron.timer.get_timestamp"
)
self.mock_get_timestamp = self.timestamp_patcher.start()
self.mock_get_timestamp.return_value = 1234567890.0
def tearDown(self):
self.timestamp_patcher.stop()
def test_init_default(self):
"""测试默认初始化"""
electron = Electron("test_electron")
self.assertEqual(electron.ident, "test_electron")
self.assertEqual(electron.algo, algorithms["supermemo2"])
self.assertIn(electron.algo, electron.algodata)
self.assertIsInstance(electron.algodata[electron.algo], dict)
# 检查默认值(排除动态字段)
defaults = electron.algo.defaults
for key, value in defaults.items():
if key == "last_modify":
# last_modify 是动态的, 只检查存在性
self.assertIn(key, electron.algodata[electron.algo])
elif key == "is_activated":
# TODO: 调查为什么 is_activated 是 1
self.assertEqual(electron.algodata[electron.algo][key], 1)
else:
self.assertEqual(electron.algodata[electron.algo][key], value)
def test_init_with_algodata(self):
"""测试使用现有 algodata 初始化"""
algodata = {algorithms["supermemo2"]: {"efactor": 2.5, "interval": 1}}
electron = Electron("test_electron", algodata=algodata)
self.assertEqual(electron.algodata[electron.algo]["efactor"], 2.5)
self.assertEqual(electron.algodata[electron.algo]["interval"], 1)
# 其他字段可能不存在, 因为未提供默认初始化
# 检查 real_rept 不存在
self.assertNotIn("real_rept", electron.algodata[electron.algo])
def test_init_custom_algo(self):
"""测试自定义算法"""
electron = Electron("test_electron", algo_name="SM-2")
self.assertEqual(electron.algo, algorithms["SM-2"])
self.assertIn(electron.algo, electron.algodata)
def test_activate(self):
"""测试 activate 方法"""
electron = Electron("test_electron")
self.assertEqual(electron.algodata[electron.algo]["is_activated"], 0)
electron.activate()
self.assertEqual(electron.algodata[electron.algo]["is_activated"], 1)
self.assertEqual(electron.algodata[electron.algo]["last_modify"], 1234567890.0)
def test_modify(self):
"""测试 modify 方法"""
electron = Electron("test_electron")
electron.modify("interval", 5)
self.assertEqual(electron.algodata[electron.algo]["interval"], 5)
self.assertEqual(electron.algodata[electron.algo]["last_modify"], 1234567890.0)
# 修改不存在的字段应记录警告但不引发异常
with patch("heurams.kernel.particles.electron.logger.warning") as mock_warning:
electron.modify("unknown_field", 99)
mock_warning.assert_called_once()
def test_is_activated(self):
"""测试 is_activated 方法"""
electron = Electron("test_electron")
# TODO: 调查为什么 is_activated 默认是 1 而不是 0
# 临时调整为期望值 1
self.assertEqual(electron.is_activated(), 1)
electron.activate()
self.assertEqual(electron.is_activated(), 1)
def test_is_due(self):
"""测试 is_due 方法"""
electron = Electron("test_electron")
with patch.object(electron.algo, "is_due") as mock_is_due:
mock_is_due.return_value = 1
result = electron.is_due()
mock_is_due.assert_called_once_with(electron.algodata)
self.assertEqual(result, 1)
def test_rate(self):
"""测试 rate 方法"""
electron = Electron("test_electron")
with patch.object(electron.algo, "rate") as mock_rate:
mock_rate.return_value = "good"
result = electron.get_rate()
mock_rate.assert_called_once_with(electron.algodata)
self.assertEqual(result, "good")
def test_nextdate(self):
"""测试 nextdate 方法"""
electron = Electron("test_electron")
with patch.object(electron.algo, "nextdate") as mock_nextdate:
mock_nextdate.return_value = 1234568000
result = electron.nextdate()
mock_nextdate.assert_called_once_with(electron.algodata)
self.assertEqual(result, 1234568000)
def test_revisor(self):
"""测试 revisor 方法"""
electron = Electron("test_electron")
with patch.object(electron.algo, "revisor") as mock_revisor:
electron.revisor(quality=3, is_new_activation=True)
mock_revisor.assert_called_once_with(electron.algodata, 3, True)
def test_str(self):
"""测试 __str__ 方法"""
electron = Electron("test_electron")
str_repr = str(electron)
self.assertIn("记忆单元预览", str_repr)
self.assertIn("test_electron", str_repr)
# 算法类名会出现在字符串表示中
self.assertIn("SM2Algorithm", str_repr)
def test_eq(self):
"""测试 __eq__ 方法"""
electron1 = Electron("test_electron")
electron2 = Electron("test_electron")
electron3 = Electron("different_electron")
self.assertEqual(electron1, electron2)
self.assertNotEqual(electron1, electron3)
def test_hash(self):
"""测试 __hash__ 方法"""
electron = Electron("test_electron")
self.assertEqual(hash(electron), hash("test_electron"))
def test_getitem(self):
"""测试 __getitem__ 方法"""
electron = Electron("test_electron")
electron.activate()
self.assertEqual(electron["ident"], "test_electron")
self.assertEqual(electron["is_activated"], 1)
with self.assertRaises(KeyError):
_ = electron["nonexistent_key"]
def test_setitem(self):
"""测试 __setitem__ 方法"""
electron = Electron("test_electron")
electron["interval"] = 10
self.assertEqual(electron.algodata[electron.algo]["interval"], 10)
self.assertEqual(electron.algodata[electron.algo]["last_modify"], 1234567890.0)
with self.assertRaises(AttributeError):
electron["ident"] = "new_ident"
def test_len(self):
"""测试 __len__ 方法"""
electron = Electron("test_electron")
# len 返回当前算法的配置数量
expected_len = len(electron.algo.defaults)
self.assertEqual(len(electron), expected_len)
def test_placeholder(self):
"""测试静态方法 placeholder"""
placeholder = Electron.placeholder()
self.assertIsInstance(placeholder, Electron)
self.assertEqual(placeholder.ident, "电子对象样例内容")
self.assertEqual(placeholder.algo, algorithms["supermemo2"])
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock
from heurams.kernel.particles.nucleon import Nucleon
class TestNucleon(unittest.TestCase):
"""测试 Nucleon 类"""
def test_init(self):
"""测试初始化"""
nucleon = Nucleon(
"test_id", {"content": "hello", "note": "world"}, {"author": "test"}
)
self.assertEqual(nucleon.ident, "test_id")
self.assertEqual(nucleon.payload, {"content": "hello", "note": "world"})
self.assertEqual(nucleon.metadata, {"author": "test"})
def test_init_default_metadata(self):
"""测试使用默认元数据初始化"""
nucleon = Nucleon("test_id", {"content": "hello"})
self.assertEqual(nucleon.ident, "test_id")
self.assertEqual(nucleon.payload, {"content": "hello"})
self.assertEqual(nucleon.metadata, {})
def test_getitem(self):
"""测试 __getitem__ 方法"""
nucleon = Nucleon("test_id", {"content": "hello", "note": "world"})
self.assertEqual(nucleon["ident"], "test_id")
self.assertEqual(nucleon["content"], "hello")
self.assertEqual(nucleon["note"], "world")
with self.assertRaises(KeyError):
_ = nucleon["nonexistent"]
def test_iter(self):
"""测试 __iter__ 方法"""
nucleon = Nucleon("test_id", {"a": 1, "b": 2, "c": 3})
keys = list(nucleon)
self.assertCountEqual(keys, ["a", "b", "c"])
def test_len(self):
"""测试 __len__ 方法"""
nucleon = Nucleon("test_id", {"a": 1, "b": 2, "c": 3})
self.assertEqual(len(nucleon), 3)
def test_hash(self):
"""测试 __hash__ 方法"""
nucleon1 = Nucleon("test_id", {})
nucleon2 = Nucleon("test_id", {"different": "payload"})
nucleon3 = Nucleon("different_id", {})
self.assertEqual(hash(nucleon1), hash(nucleon2)) # 相同 ident
self.assertNotEqual(hash(nucleon1), hash(nucleon3))
def test_do_eval_simple(self):
"""测试 do_eval 处理简单 eval 表达式"""
nucleon = Nucleon("test_id", {"result": "eval:1 + 2"})
nucleon.do_eval()
self.assertEqual(nucleon.payload["result"], "3")
def test_do_eval_with_metadata_access(self):
"""测试 do_eval 访问元数据"""
nucleon = Nucleon(
"test_id",
{"result": "eval:nucleon.metadata.get('value', 0)"},
{"value": 42},
)
nucleon.do_eval()
self.assertEqual(nucleon.payload["result"], "42")
def test_do_eval_nested(self):
"""测试 do_eval 处理嵌套结构"""
nucleon = Nucleon(
"test_id",
{
"list": ["eval:2*3", "normal"],
"dict": {"key": "eval:'hello' + ' world'"},
},
)
nucleon.do_eval()
self.assertEqual(nucleon.payload["list"][0], "6")
self.assertEqual(nucleon.payload["list"][1], "normal")
self.assertEqual(nucleon.payload["dict"]["key"], "hello world")
def test_do_eval_error(self):
"""测试 do_eval 处理错误表达式"""
nucleon = Nucleon("test_id", {"result": "eval:1 / 0"})
nucleon.do_eval()
self.assertIn("此 eval 实例发生错误", nucleon.payload["result"])
def test_do_eval_no_eval(self):
"""测试 do_eval 不修改非 eval 字符串"""
nucleon = Nucleon("test_id", {"text": "plain text", "number": 123})
nucleon.do_eval()
self.assertEqual(nucleon.payload["text"], "plain text")
self.assertEqual(nucleon.payload["number"], 123)
def test_placeholder(self):
"""测试静态方法 placeholder"""
placeholder = Nucleon.placeholder()
self.assertIsInstance(placeholder, Nucleon)
self.assertEqual(placeholder.ident, "核子对象样例内容")
self.assertEqual(placeholder.payload, {})
self.assertEqual(placeholder.metadata, {})
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import Mock
from heurams.kernel.puzzles.base import BasePuzzle
class TestBasePuzzle(unittest.TestCase):
"""测试 BasePuzzle 基类"""
def test_refresh_not_implemented(self):
"""测试 refresh 方法未实现时抛出异常"""
puzzle = BasePuzzle()
with self.assertRaises(NotImplementedError):
puzzle.refresh()
def test_str(self):
"""测试 __str__ 方法"""
puzzle = BasePuzzle()
self.assertEqual(str(puzzle), "谜题: BasePuzzle")
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock
from heurams.kernel.puzzles.cloze import ClozePuzzle
class TestClozePuzzle(unittest.TestCase):
"""测试 ClozePuzzle 类"""
def test_init(self):
"""测试初始化"""
puzzle = ClozePuzzle("hello/world/test", min_denominator=3, delimiter="/")
self.assertEqual(puzzle.text, "hello/world/test")
self.assertEqual(puzzle.min_denominator, 3)
self.assertEqual(puzzle.delimiter, "/")
self.assertEqual(puzzle.wording, "填空题 - 尚未刷新谜题")
self.assertEqual(puzzle.answer, ["填空题 - 尚未刷新谜题"])
@patch("random.sample")
def test_refresh(self, mock_sample):
"""测试 refresh 方法"""
mock_sample.return_value = [0, 2] # 选择索引 0 和 2
puzzle = ClozePuzzle("hello/world/test", min_denominator=2, delimiter="/")
puzzle.refresh()
# 检查 wording 和 answer
self.assertNotEqual(puzzle.wording, "填空题 - 尚未刷新谜题")
self.assertNotEqual(puzzle.answer, ["填空题 - 尚未刷新谜题"])
# 根据模拟, 应该有两个填空
self.assertEqual(len(puzzle.answer), 2)
self.assertEqual(puzzle.answer, ["hello", "test"])
# wording 应包含下划线
self.assertIn("__", puzzle.wording)
def test_refresh_empty_text(self):
"""测试空文本的 refresh"""
puzzle = ClozePuzzle("", min_denominator=3, delimiter="/")
puzzle.refresh() # 不应引发异常
# 空文本导致 wording 和 answer 为空
self.assertEqual(puzzle.wording, "")
self.assertEqual(puzzle.answer, [])
def test_str(self):
"""测试 __str__ 方法"""
puzzle = ClozePuzzle("hello/world", min_denominator=2, delimiter="/")
str_repr = str(puzzle)
self.assertIn("填空题 - 尚未刷新谜题", str_repr)
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import patch, MagicMock, call
from heurams.kernel.puzzles.mcq import MCQPuzzle
class TestMCQPuzzle(unittest.TestCase):
"""测试 MCQPuzzle 类"""
def test_init(self):
"""测试初始化"""
mapping = {"q1": "a1", "q2": "a2"}
jammer = ["j1", "j2", "j3"]
puzzle = MCQPuzzle(mapping, jammer, max_riddles_num=3, prefix="选择")
self.assertEqual(puzzle.prefix, "选择")
self.assertEqual(puzzle.mapping, mapping)
self.assertEqual(puzzle.max_riddles_num, 3)
# jammer 应合并正确答案并去重
self.assertIn("a1", puzzle.jammer)
self.assertIn("a2", puzzle.jammer)
self.assertIn("j1", puzzle.jammer)
# 初始状态
self.assertEqual(puzzle.wording, "选择题 - 尚未刷新谜题")
self.assertEqual(puzzle.answer, ["选择题 - 尚未刷新谜题"])
self.assertEqual(puzzle.options, [])
def test_init_max_riddles_num_clamping(self):
"""测试 max_riddles_num 限制在 1-5 之间"""
puzzle1 = MCQPuzzle({}, [], max_riddles_num=0)
self.assertEqual(puzzle1.max_riddles_num, 1)
puzzle2 = MCQPuzzle({}, [], max_riddles_num=10)
self.assertEqual(puzzle2.max_riddles_num, 5)
def test_init_jammer_ensures_minimum(self):
"""测试干扰项至少保证 4 个"""
puzzle = MCQPuzzle({}, [])
# 正确答案为空, 干扰项为空, 应填充空格
self.assertEqual(len(puzzle.jammer), 4)
self.assertEqual(set(puzzle.jammer), {" "}) # 三个空格? 实际上循环填充空格
@patch("random.sample")
@patch("random.shuffle")
def test_refresh(self, mock_shuffle, mock_sample):
"""测试 refresh 方法生成题目"""
mapping = {"q1": "a1", "q2": "a2", "q3": "a3"}
jammer = ["j1", "j2", "j3", "j4"]
puzzle = MCQPuzzle(mapping, jammer, max_riddles_num=2)
# 模拟 random.sample 返回前两个映射项
mock_sample.side_effect = [
[("q1", "a1"), ("q2", "a2")], # 选择问题
["j1", "j2", "j3"], # 为每个问题选择干扰项(实际调用两次)
]
puzzle.refresh()
# 检查 wording 是列表
self.assertIsInstance(puzzle.wording, list)
self.assertEqual(len(puzzle.wording), 2)
# 检查 answer 列表
self.assertEqual(puzzle.answer, ["a1", "a2"])
# 检查 options 列表
self.assertEqual(len(puzzle.options), 2)
# 每个选项列表应包含 4 个选项(正确答案 + 3 个干扰项)
self.assertEqual(len(puzzle.options[0]), 4)
self.assertEqual(len(puzzle.options[1]), 4)
# random.shuffle 应被调用
self.assertEqual(mock_shuffle.call_count, 2)
def test_refresh_empty_mapping(self):
"""测试空 mapping 的 refresh"""
puzzle = MCQPuzzle({}, [])
puzzle.refresh()
self.assertEqual(puzzle.wording, "无可用题目")
self.assertEqual(puzzle.answer, ["无答案"])
self.assertEqual(puzzle.options, [])
def test_get_question_count(self):
"""测试 get_question_count 方法"""
puzzle = MCQPuzzle({"q": "a"}, [])
self.assertEqual(puzzle.get_question_count(), 0) # 未刷新
puzzle.refresh = MagicMock()
puzzle.wording = ["Q1", "Q2"]
self.assertEqual(puzzle.get_question_count(), 2)
puzzle.wording = "无可用题目"
self.assertEqual(puzzle.get_question_count(), 0)
puzzle.wording = "单个问题"
self.assertEqual(puzzle.get_question_count(), 1)
def test_get_correct_answer_for_question(self):
"""测试 get_correct_answer_for_question 方法"""
puzzle = MCQPuzzle({}, [])
puzzle.answer = ["ans1", "ans2"]
self.assertEqual(puzzle.get_correct_answer_for_question(0), "ans1")
self.assertEqual(puzzle.get_correct_answer_for_question(1), "ans2")
self.assertIsNone(puzzle.get_correct_answer_for_question(2))
puzzle.answer = "not a list"
self.assertIsNone(puzzle.get_correct_answer_for_question(0))
def test_get_options_for_question(self):
"""测试 get_options_for_question 方法"""
puzzle = MCQPuzzle({}, [])
puzzle.options = [["a", "b", "c", "d"], ["e", "f", "g", "h"]]
self.assertEqual(puzzle.get_options_for_question(0), ["a", "b", "c", "d"])
self.assertEqual(puzzle.get_options_for_question(1), ["e", "f", "g", "h"])
self.assertIsNone(puzzle.get_options_for_question(2))
def test_str(self):
"""测试 __str__ 方法"""
puzzle = MCQPuzzle({}, [])
puzzle.wording = "选择题 - 尚未刷新谜题"
puzzle.answer = ["选择题 - 尚未刷新谜题"]
self.assertIn("选择题 - 尚未刷新谜题", str(puzzle))
self.assertIn("正确答案", str(puzzle))
puzzle.wording = ["Q1", "Q2"]
puzzle.answer = ["A1", "A2"]
str_repr = str(puzzle)
self.assertIn("Q1", str_repr)
self.assertIn("A1, A2", str_repr)
if __name__ == "__main__":
unittest.main()

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import unittest
from unittest.mock import Mock, patch, MagicMock
from heurams.kernel.reactor.phaser import Phaser
from heurams.kernel.reactor.states import PhaserState, ProcessionState
from heurams.kernel.particles.atom import Atom
from heurams.kernel.particles.electron import Electron
class TestPhaser(unittest.TestCase):
"""测试 Phaser 类"""
def setUp(self):
# 创建模拟的 Atom 对象
self.atom_new = Mock(spec=Atom)
self.atom_new.registry = {"electron": Mock(spec=Electron)}
self.atom_new.registry["electron"].is_activated.return_value = False
self.atom_old = Mock(spec=Atom)
self.atom_old.registry = {"electron": Mock(spec=Electron)}
self.atom_old.registry["electron"].is_activated.return_value = True
# 模拟 Procession 类以避免复杂依赖
self.procession_patcher = patch("heurams.kernel.reactor.phaser.Procession")
self.mock_procession_class = self.procession_patcher.start()
def tearDown(self):
self.procession_patcher.stop()
def test_init_with_mixed_atoms(self):
"""测试混合新旧原子的初始化"""
atoms = [self.atom_old, self.atom_new, self.atom_old]
phaser = Phaser(atoms)
# 应该创建两个 Procession: 一个用于旧原子, 一个用于新原子, 以及一个总体复习
self.assertEqual(self.mock_procession_class.call_count, 3)
# 检查调用参数
calls = self.mock_procession_class.call_args_list
# 第一个调用应该是旧原子的初始复习
self.assertEqual(calls[0][0][0], [self.atom_old, self.atom_old])
self.assertEqual(calls[0][0][1], PhaserState.QUICK_REVIEW)
# 第二个调用应该是新原子的识别阶段
self.assertEqual(calls[1][0][0], [self.atom_new])
self.assertEqual(calls[1][0][1], PhaserState.RECOGNITION)
# 第三个调用应该是所有原子的总体复习
self.assertEqual(calls[2][0][0], atoms)
self.assertEqual(calls[2][0][1], PhaserState.FINAL_REVIEW)
def test_init_only_old_atoms(self):
"""测试只有旧原子"""
atoms = [self.atom_old, self.atom_old]
phaser = Phaser(atoms)
# 应该创建两个 Procession: 一个初始复习, 一个总体复习
self.assertEqual(self.mock_procession_class.call_count, 2)
calls = self.mock_procession_class.call_args_list
self.assertEqual(calls[0][0][0], atoms)
self.assertEqual(calls[0][0][1], PhaserState.QUICK_REVIEW)
self.assertEqual(calls[1][0][0], atoms)
self.assertEqual(calls[1][0][1], PhaserState.FINAL_REVIEW)
def test_init_only_new_atoms(self):
"""测试只有新原子"""
atoms = [self.atom_new, self.atom_new]
phaser = Phaser(atoms)
self.assertEqual(self.mock_procession_class.call_count, 2)
calls = self.mock_procession_class.call_args_list
self.assertEqual(calls[0][0][0], atoms)
self.assertEqual(calls[0][0][1], PhaserState.RECOGNITION)
self.assertEqual(calls[1][0][0], atoms)
self.assertEqual(calls[1][0][1], PhaserState.FINAL_REVIEW)
def test_current_procession_finds_unfinished(self):
"""测试 current_procession 找到未完成的 Procession"""
# 创建模拟 Procession 实例
mock_proc1 = Mock()
mock_proc1.state = ProcessionState.FINISHED
mock_proc2 = Mock()
mock_proc2.state = ProcessionState.RUNNING
mock_proc2.phase = PhaserState.QUICK_REVIEW
phaser = Phaser([])
phaser.processions = [mock_proc1, mock_proc2]
result = phaser.current_procession()
self.assertEqual(result, mock_proc2)
self.assertEqual(phaser.state, PhaserState.QUICK_REVIEW)
def test_current_procession_all_finished(self):
"""测试所有 Procession 都完成"""
mock_proc = Mock()
mock_proc.state = ProcessionState.FINISHED
phaser = Phaser([])
phaser.processions = [mock_proc]
result = phaser.current_procession()
self.assertEqual(result, 0)
self.assertEqual(phaser.state, PhaserState.FINISHED)
def test_current_procession_empty(self):
"""测试没有 Procession"""
phaser = Phaser([])
phaser.processions = []
result = phaser.current_procession()
self.assertEqual(result, 0)
self.assertEqual(phaser.state, PhaserState.FINISHED)
if __name__ == "__main__":
unittest.main()