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[flake8]
ignore = W293,E301,E271,E265,W291,E722,E302,C901,E225,E128,E122,E226,E231
max-line-length = 160
exclude = tests/*
max-complexity = 10

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.env
.venv
env/
venv/
venv*/
ENV/
env.bak/
venv.bak/
.vscode/
pyminer/config/qtlayout.ini
pyminer2/config/qtlayout.ini
pyminer2/config/customized/*
pyminer2/extensions/packages/code_editor/customized/settings.json
features/extensions/packages/code_editor/customized/settings.json
*.pptx
test.py

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pyminer development team <team@py2cn.com>
lixianglong <aboutlong@qq.com>

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[distutils]
index-servers =
pypi
[pypi]
repository = https://upload.pypi.org/legacy/
username = pyminer
password = pypi-AgEIcHlwaS5vcmcCJDBlYTM4NTgwLTVkZTktNDMyNy05MGU1LTEyZTgzZDkwNTZjYgACOHsicGVybWlzc2lvbnMiOiB7InByb2plY3RzIjogWyJweW1pbmVyIl19LCAidmVyc2lvbiI6IDF9AAAGIKggj-ecVRPT3zwKNytQivI-usyMhsPTHuPIrjZVO5aB

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# Contributor Covenant Code of Conduct
## Our Pledge
In the interest of fostering an open and welcoming environment, we as
contributors and maintainers pledge to making participation in our project and
our community a harassment-free experience for everyone, regardless of age, body
size, disability, ethnicity, sex characteristics, gender identity and expression,
level of experience, education, socio-economic status, nationality, personal
appearance, race, religion, or sexual identity and orientation.
## Our Standards
Examples of behavior that contributes to creating a positive environment
include:
* Using welcoming and inclusive language
* Being respectful of differing viewpoints and experiences
* Gracefully accepting constructive criticism
* Focusing on what is best for the community
* Showing empathy towards other community members
Examples of unacceptable behavior by participants include:
* The use of sexualized language or imagery and unwelcome sexual attention or
advances
* Trolling, insulting/derogatory comments, and personal or political attacks
* Public or private harassment
* Publishing others' private information, such as a physical or electronic
address, without explicit permission
* Other conduct which could reasonably be considered inappropriate in a
professional setting
## Our Responsibilities
Project maintainers are responsible for clarifying the standards of acceptable
behavior and are expected to take appropriate and fair corrective action in
response to any instances of unacceptable behavior.
Project maintainers have the right and responsibility to remove, edit, or
reject comments, commits, code, wiki edits, issues, and other contributions
that are not aligned to this Code of Conduct, or to ban temporarily or
permanently any contributor for other behaviors that they deem inappropriate,
threatening, offensive, or harmful.
## Scope
This Code of Conduct applies both within project spaces and in public spaces
when an individual is representing the project or its community. Examples of
representing a project or community include using an official project e-mail
address, posting via an official social media account, or acting as an appointed
representative at an online or offline event. Representation of a project may be
further defined and clarified by project maintainers.
## Enforcement
Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported by contacting the project team at team@pyminer.com. All
complaints will be reviewed and investigated and will result in a response that
is deemed necessary and appropriate to the circumstances. The project team is
obligated to maintain confidentiality with regard to the reporter of an incident.
Further details of specific enforcement policies may be posted separately.
Project maintainers who do not follow or enforce the Code of Conduct in good
faith may face temporary or permanent repercussions as determined by other
members of the project's leadership.
## Attribution
This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
[homepage]: https://www.contributor-covenant.org
For answers to common questions about this code of conduct, see
https://www.contributor-covenant.org/faq

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LICENSE
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Library.

42
MANIFEST.in Normal file
View File

@ -0,0 +1,42 @@
include README.md
include LICENSE
include setup.py
include MANIFEST.in
include pytest.ini
include .mailmap
include .flake8
recursive-exclude tools *
exclude tools
exclude dist
exclude CONTRIBUTING.md
exclude .editorconfig
# Load main dir but exclude things we don't want in the distro
graft pyminer
# Documentation
graft docs
exclude docs/\#*
exclude docs/man/*.1.gz
exclude .git-blame-ignore-revs
# Examples
graft examples
# docs subdirs we want to skip
prune docs/build
prune docs/gh-pages
prune docs/dist
# Patterns to exclude from any directory
global-exclude *~
global-exclude *.flc
global-exclude *.yml
global-exclude *.pyc
global-exclude *.pyo
global-exclude .dircopy.log
global-exclude .git
global-exclude .ipynb_checkpoints

159
README.md
View File

@ -2,16 +2,16 @@
<p></p>
<p align="center">
<img src="pyminer2/ui/source/icons/logo.png" height="80"/>
<img src="pyminer/resources/icons/logo.png" height="80"/>
</p>
<div align="center">
[![Stars](https://gitee.com/py2cn/pyminer/badge/star.svg?theme=gvp)](https://gitee.com/py2cn/pyminer/stargazers)
[![Platform](https://img.shields.io/badge/python-v3.8-blue)](https://img.shields.io/badge/python-v3.7-blue)
[![Platform](https://img.shields.io/badge/PyQt5-v5.15.0-blue)](https://img.shields.io/badge/PyQt5-v5.15.0-blue)
[![License](https://img.shields.io/badge/license-GPL-blue)](https://img.shields.io/badge/license-GPL-blue)
[![Platform](https://img.shields.io/badge/python-v3.8-blue)](https://img.shields.io/badge/python-v3.8-blue)
[![Platform](https://img.shields.io/badge/PySide2-blue)](https://img.shields.io/badge/PySide2-blue)
[![License](https://img.shields.io/badge/license-LGPL-blue)](https://img.shields.io/badge/license-LGPL-blue)
</div>
@ -19,33 +19,63 @@
<a src="https://img.shields.io/badge/QQ%e7%be%a4-orange">
<img src="https://img.shields.io/badge/QQ%e7%be%a4-945391275-orange">
</a>
<a src="https://img.shields.io/badge/QQ-454017698-orange">
<img src="https://img.shields.io/badge/QQ-454017698-orange">
</a>
</div>
<p></p>
<p></p>
<div align="center">
`PyMiner` 是跨平台的，基于数据工作空间的数学工具。
<h2>pyminer</h2>
<h3> 开源、友好、跨平台的数据分析解决方案</h3>
</div>
PyMiner一款基于数据工作空间的数学工具，通过加载插件的方式实现不同的需求，用易于操作的形式完成数学计算相关工作。
pyminer 是一款基于Python的开源、跨平台数据分析环境。它以方便Python初学者为己任，在Python的知识理论和工作实践之间搭建桥梁，竭诚为初学者服务。
它开箱即用，大大减少配置解释器环境的繁琐性。不仅提供了编程运行的功能，还能够以交互式的形式进行常见的数据分析操作，减少代码编写和文档查阅的时间。
同时，pyminer将提供面向新手的快速入门教程，教程正由开发团队编写中。同时，我们诚挚希望与Python培训机构合作，让我们的产品帮助到更多学习Python的人。
pyminer通过加载各种插件实现不同的需求，开发者可以通过编写插件，将pyminer扩展的更强大、更趁手，甚至创建一番自己的商用程序。
<p></p>
<p></p>
## 🔈 声明
pyminer 遵循LGPL协议，是一个开放、包容的开源项目，项目中的工具方法来源也非常广泛，因此允许并鼓励任何人在遵循LGPL协议的基础上：
1. 将pyminer用于商业、培训等任何合法场景；
2. 复制、修改 pyminer中的任意代码且无需声明；
3. 复制修改 pyminer官方文档；
4. 鼓励自行写作 pyminer 相关的书籍、博客、文档等内容（收费也可）；
5. 鼓励播主、培训机构培训 pyminer工具的任何内容（收费也可）；
6. 对于商业应用的技术咨询，pyminer团队保留服务的收费权。
pyminer希望成为一个伟大的开源项目，也希望得到大家的认可和赞美，仅此而已。
<p></p>
<p></p>
## 🎉 技术说明
项目开发环境支持跨平台，windows,linux,mac 都支持！如果使用出现问题，欢迎提issue，建议使用Python3.8+PyQt5.15，基于python虚拟环境进行开发。
1. 项目开发环境支持跨平台，windows,linux,mac 都支持。
2. Python版本：支持Python3.5及以上，但建议使用Python3.8及以上版本，性能更好。
3. Qt的Python接口：使用PySide2，版本为5.15.2。
4. 项目开发环境使用PyCharm
注意：
- pyminer 的官方发行版本为Python3.8+PySide2-5.15.2。开发者可自行使用其他版本的Python解释器配置相关环境。
- pyminer 曾经由PyQt5开发。但考虑到官方支持以及许可证的类型，我们已经迁移到了PySide2并改变许可证为LGPL。请勿使用PyQt5安装。
- 当使用Python3.8配置环境时，不支持3.8.0等低版本的Python3.8解释器。当使用Python3.8时，请使用3.8.5或者更高版本的解释器。
- 如果使用出现问题，欢迎提issue。
<p></p>
<p></p>
## 🎁 文档地址
[https://gitee.com/py2cn/pyminer/wikis](https://gitee.com/py2cn/pyminer/wikis)
- 项目文档：[https://gitee.com/py2cn/pyminer/wikis](https://gitee.com/py2cn/pyminer/wikis)
- API文档：[http://py2cn.gitee.io/pyminer](http://py2cn.gitee.io/pyminer)
- MATLAB与Numpy对比：[http://mathesaurus.sourceforge.net/matlab-numpy.html](http://mathesaurus.sourceforge.net/matlab-numpy.html)
<p></p>
<p></p>
@ -67,70 +97,91 @@ PyMiner一款基于数据工作空间的数学工具，通过加载插件的方
<p></p>
<p></p>
#### Windows安装
### 发行版下载（仅Windows系统）
我们为Windows系统的用户提供了发行版的下载链接，你可以在我们的官网中下载发行版即刻体验。对于Mac OS和Linux系统的用户，暂时不提供发行版，可以参阅“开发者自行安装”一节。
官网链接：[请点击这里打开](http://www.pyminer.com/)
### 开发者自行安装（适合Windows、Mac OS以及各大Linux发行版）
#### 安装前准备：
1. 确认你的Python解释器版本。pyminer支持3.5~3.9。
- 当使用Python3.8.x时，建议x>=5,也就是使用Python3.8.5及以上版本，否则安装PySide2可能遇到问题
- 3.5.x/3.6.x/3.7.x/3.9.x下，由于开发人员不足，未进行充分测试。为稳定起见，建议解释器版本x>=5。
2. 建议新建全新的虚拟环境，尤其是当旧的虚拟环境中存在其他依赖于PyQt/PySide2的程序时。pyminer与这些程序可能发生依赖冲突。
#### Windows安装 pyminer
```bash
#第一步：下载源代码
git clone https://gitee.com/py2cn/pyminer.git
#第二步：同步安装依赖包和PyMiner，如果遇到安装失败的情况需要手动安装
python -m pip install -i https://mirrors.cloud.tencent.com/pypi/simple -r requirements.txt
#安装依赖 (如果下载太慢，请复制源码目录下的 pip.ini 文件到python安装目录下)
pip install pyminer
#第三步：运行主程序
python app2.py
在控制台输入 pyminer 回车，即可打开pyminer
```
#### Linux安装
#### 虚拟环境安装 pyminer
```bash
#第一步：下载源代码
git clone https://gitee.com/py2cn/pyminer.git
#第二步：同步安装依赖包和PyMiner，如果遇到安装失败的情况需要手动安装
python3 -m pip install -i https://mirrors.cloud.tencent.com/pypi/simple -r requirements_linux.txt
#第三步：运行主程序
python3 app2.py
#第一步：创建pip虚拟环境
pip install pipenv
pipenv --three # 使用当前系统中的python3创建环境
#第二步：启动当前目录下的虚拟环境
pipenv shell
#第三步：为虚拟环境安装pyminer
pipenv install pyminer -i https://mirrors.cloud.tencent.com/pypi/simple
```
## 🌻 项目成员
## 开发重点（2021年4月修订）
pyminer项目现在的开发目标是，打造初学者友好的Python编程环境，方便更多的人与Python这位踏实可靠（也有点笨呆呆）的自动化助手相知、相熟。
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<a href="https://gitee.com/gavinee" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,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" height="40"/></a>
<a href="https://gitee.com/wudenggang" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,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" height="40"/></a>
<a href="https://gitee.com/py2cn_admin" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAEIAAABCCAYAAADjVADoAAABOElEQVR4Xu2ZMQrCMBSGX2/i5uwFPIGjB9BzuHoCV++gm5O6OnZTEGcLnQQXwWoFDdJgDG+oScGva0Ob/vn/L695SXs2KIVLEoR4uQAhTBoQAiFsMOIIHIEjnMUC0SAaRINo+P4kYASMgBEwAkYozluAJbAElsCykbAcd4bSb3U/5na9FzLdL2SymysQV9+QaLBECLOIVSHyy0k2+fZ5pyhvsspSWWdpfcuteFIjHHE4H6W3HCmm+7shCBG7jqhGA0eYXQMhEEKEaDi2T6JBNIjGuyKCETDCLo9xBI7AEc5fRqJBNIgG0fCdJ8EIGAEjYASMUJy6A0tg+R2WdLpoAttHdVWv/F03XMHToEOi9T6DfqXiZQgRuwmsWKSgQ3AEjrANhyNwBI5wQphoEA2iQTR8FRqMMOo8ACOBabofxKKyAAAAAElFTkSuQmCC" height="40"/></a>
<a href="https://gitee.com/nwljy" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAEIAAABCCAYAAADjVADoAAACX0lEQVR4Xu2bz4vTQBiG30mbND+6UfGi4EFFEK8rsqAuKx7EP9M/QzytKMIiiuJJFPcoiKLbbdOkaTIyk7jt2rSpwuI68861Lc08fM/7fTOl4uujAwkuCIKoqoAgahsIgiCOByMrghXBimgcFqgG1aAaVGPVSYIZwYxgRjAjmBFr3LcwLBmWDEuG5T8Ly/hBBPdiR3+/zIHkVYr0/WSN6ALcCx30t0M4oQBKYPwuQ/ImW+uzf/OmEw3LeRDq4YofJQ53ExQHZeuzGg0CEsj2cwyfjS0H8QeKmF0RdR2so4ixIMpEwvEF4KiyALJPOYbPlytiLIj8cwHhAd3zdReZAMnr5V3EaBDphwn6Wz5ET2hJiu8lDp82dxGjQQyejBBt+fCve4BioRT5mGP4YlER40GILhA/jOYUkRi9TDWQ+WU8CLXZ3jUX0S0fwpspMthNUA5mg5YVIBSM/u1AA1mmiDUgnNhBfC9E55zqp4DMJIZ7KSb7lSLWgGhSZPqtwODxCHJqGQityN0AvaszRdTpdLSX2lURCkTnjIONnUVF5Lg08xiuJks1RzQtNVeEm6qLVK9OvxRI3mbo3wnMu49YBUIrsh2gd6VWpKwGLfdS1z4QWhHVRc7WXURfZMlq1jDphqqtItS2tSI3fQj3N4FsA7GgyC8eNoJQisT3Q6iB62jZCEIrcsNDtOkD3RqFrSDU9jd2AniX67D430G0XlWfojec6O8ap2ifrY9CEDUigiCI47awIlgRrIjGDkI1qAbVoBqrxktmBDOCGcGMYEa0HsL53/AjROwa7BrsGo2J8RPW2YlZzjPz/wAAAABJRU5ErkJggg==" height="40"/></a>
<a href="https://gitee.com/tangtang666" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAEIAAABCCAYAAADjVADoAAABHUlEQVR4Xu3YO4qEQBhF4b8TXYzL0NjFmAiGrkvBVbgVE2Ga7jERfMEg3QOfqWVRXM89VvmIiJ9wxUMQvxQIYmmDIASxFiMiEIGIzc2CaqiGaqjG0UmCIziCIziCIy78byFLsiRLsvyYLNu2jbquI0mSC7o6HtL3fRRF8ed59ia4VZaCWGJvmiaqqtol4kVKmqbv0fM8xzRNu298GIYoy/J/EnG26q7rIs/z97BxHCPLsrNHbrt/azXOVi2IJSFBCGJdFkQgAhGbHxDVUA3VUI2j3SVHcARHcARHnJ3BI4IsyZIsyZIsL8jym4Z89OetIL4pgWUtiBDEGktEIAIRm6pWDdVQDdU42sdxBEdwBEdwxIXTLlmSJVmS5ZEqnjhi2AGX5AhBAAAAAElFTkSuQmCC" height="40"/></a>
<a href="https://gitee.com/dechin" target="_blank" margin="5" style='margin:5px'><img src="data:image/png;base64,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" height="40"/></a>
因此pyminer的开发重点为：
## 📱 联系我们
1、计算、统计方面低代码化功能性开发。需求详见：[低代码化功能性开发](https://gitee.com/py2cn/pyminer/issues/I3HTG9?from=project-issue)
作者：PyMiner Development Team
2、编写适用于Python入门的pyminer官方教程。需求详见：[编写教程](https://gitee.com/py2cn/pyminer/issues/I3I7FW?from=project-issue) 。在教程编写方面，
我们深知开发团队力量有限，因此诚挚希望可以和各位开发者或培训机构合作。
邮箱：aboutlong@qq.com
3、插件商店的开发。插件商店可以让pyminer如虎添翼。这一部分的开发需求详见：[插件商店](https://gitee.com/py2cn/pyminer/issues/I1TWAR?from=project-issue)
为了减少开发负担，样式表只使用浅色样式表（Fusion），不对深色样式表做优化，且不再进行界面语言翻译工作。
界面语言直接使用中文。
## 📱 加入我们
作者：pyminer Development Team
邮箱：team@pyminer.com
欢迎各位开发者大佬加入
<p></p>
<p></p>
<img src="pyminer/resources/screenshot/group.jpg" width = "300" height = "500" alt="QQ群" align=center />
<p></p>
<p></p>
## 🚥 许可说明
本项目遵循GPL许可证。此外，对个人用户来说，本项目支持自由修改源码和使用，但是不支持任何未经授权许可的商用或其他盈利性行为，也不支持任何未经授权申请著作权的行为。如有违反以上许可，本项目管理团队有权进行否决。
许可解释权归属 PyMiner Development Team。
本项目遵循LGPL许可证。
许可解释权归属 pyminer Development Team。
## 📸 预览截图
基本界面
![avatar](pyminer2/ui/source/screenshot/main.png)
查看变量
![avatar](pyminer2/ui/source/screenshot/check_data.png)
![avatar](pyminer/resources/screenshot/main.png)
代码提示
![avatar](pyminer2/ui/source/screenshot/code.png)
![avatar](pyminer/resources/screenshot/code.png)
绘图
![avatar](pyminer/resources/screenshot/check_data.png)

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app2.py
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import cgitb
import time
import logging
from pyminer2.pmappmodern import main
import ctypes
import platform
if platform.system().lower() == 'windows':
"""
无论是点击bat还是在终端运行，如果你发现控制台窗口闪现一下就关闭了，那么就是由以下代码造成的。
注释掉以下代码即可正常显示控制台。
"""
whnd = ctypes.windll.kernel32.GetConsoleWindow()
if whnd != 0:
ctypes.windll.user32.ShowWindow(whnd, 0)
ctypes.windll.kernel32.CloseHandle(whnd)
if __name__ == '__main__':
t0 = time.time() # 开始时间
# 异常处理设置
cgitb.enable(format='text')
# 日志设置
logger = logging.getLogger(__name__)
t2 = time.time() # 结束时间
logging.info(f'time spent for importing modules {t2 - t0}') # 打印日志，启动耗时
main()

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/build
/source/alg
/source/alg
/source/pkgs
/source/pmg
/source/pyminer
/source/dev

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# PyMiner——Python数据分析的利器
对于Python初学者而言，从安装Python解释器到配置专门的代码编辑器，无疑是十分耗费精力的。
PyMiner是一款使用PySide2编写的数据分析软件，内部集成了数据分析的常用包，并且将常见操作封装为图形界面的形式，提供低代码的数据处理交互。
在线文档可以看这里：
[在线文档](https://gitee.com/py2cn/pyminer/wikis/%E7%AE%80%E4%BB%8B?sort_id=2761029)

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import os
import shutil
import sys
from os import path
# 文档的生程流程如下所示：
# 首先，根据*.py文件生成一系列的*.rst文件，然后根据*.rst文件生成html文件，即静态页面。
base_path = path.abspath(path.join(__file__, '../..'))
sys.path.insert(0, base_path)
# 是否将文件上传
# 在进行页面上传时，会开启所有的强制刷新选项，这会降低页面的生成性能，但无伤大雅。
upload = False
# upload = True
from sphinx.application import Sphinx
# 项目的根路径，即pyminer项目的根文件夹
base = os.path.dirname(os.path.dirname(__file__))
sys.path.insert(0, base)
# *.py文件夹，在这些路径读取*.py，然后生成*.rst文件
alg_src_dir = os.path.join(base, 'pyminer_algorithms')
# 用于存储rst模板的文件夹，这些模板用于生成*.rst文件
template_dir = os.path.join(base, 'docs', 'templates', 'apidoc')
# 根据*.py生成的*.rst文件夹
alg_rst_dir = os.path.join(base, 'docs', 'source', 'alg')
upload and os.path.exists(alg_rst_dir) and shutil.rmtree(alg_rst_dir)
# make文件的路径，本脚本调用sphinx的makefile实现功能
# TODO 目前仅支持调用windows下的makefile，请linux用户自行优化脚本并提交
make_path = os.path.join(base, 'docs', 'make.bat')
# 最终生成的html文件夹
html_path = os.path.join(base, 'docs', 'build', 'html')
from pyminer_devutils.doc import RstGenerator, PythonFileTreeNode
def cmd(command):
for line in os.popen(command):
print(line, end='')
def main():
# 在这个文件下定义了文档的具体生成细节，包括rst文件夹的位置、排除的文档等。
base = os.path.dirname(os.path.dirname(__file__))
source_dir = path.join(base, 'docs', 'source')
rst_root_dir = path.join(base, 'docs', 'build', 'rst')
path.exists(rst_root_dir) or os.makedirs(rst_root_dir)
generator = RstGenerator()
generator.sync_directory(source_dir, rst_root_dir, rm=False)
# 生成算法部分的文档
py_dir = os.path.join(base, 'pyminer_algorithms') # py源文件的目录
rst_dir = os.path.join(rst_root_dir, 'alg') # 根据py生成的rst文件的目录
exclude_dir = [os.path.join(py_dir, p) for p in (
# TODO (panhaoyu) 以下内容为无法自动生成的部分，请各位开发者自行检查其中的问题
'plotting/graph.py',
)]
node = PythonFileTreeNode(py_dir, exclude_dir)
generator.generate_python_package_files(node, rst_dir, 'pyminer_algorithms')
# 生成界面部分的文档
py_dir = os.path.join(base, 'pmgwidgets') # py源文件的目录
rst_dir = os.path.join(rst_root_dir, 'pmg') # 根据py生成的rst文件的目录
exclude_dir = [os.path.join(py_dir, p) for p in (
# TODO (panhaoyu) 以下内容为无法自动生成的部分，请各位开发者自行检查其中的问题
'display/browser/get_ipy.py',
'widgets/basic/texts/webeditors/__init__.py',
'examples',
'display/browser/handler.py',
'widgets/basic/quick/demo1.py',
'widgets/basic/texts',
'widgets/extended/texts/texteditor.py',
'utilities/platform/test',
)]
node = PythonFileTreeNode(py_dir, exclude_dir)
generator.generate_python_package_files(node, rst_dir, 'pmgwidgets')
# 生成主程序的文档
py_dir = os.path.join(base, 'pyminer2') # py源文件的目录
rst_dir = os.path.join(rst_root_dir, 'pyminer') # 根据py生成的rst文件的目录
exclude_dir = [os.path.join(py_dir, p) for p in (
'extensions/packages', # 插件文档独立生成，这里跳过。
# TODO (panhaoyu) 以下内容为无法自动生成的部分，请各位开发者自行检查其中的问题
'ui/pyqtsource_rc.py',
'ui/base/widgets/resources.py',
'core',
'extensions/package_manager/package_manager.py',
'features/io/database.py',
)]
node = PythonFileTreeNode(py_dir, exclude_dir)
generator.generate_python_package_files(node, rst_dir, 'pyminer2')
# 生成插件的文档
py_dir = os.path.join(base, 'pyminer2/extensions/packages') # py源文件的目录
rst_dir = os.path.join(rst_root_dir, 'pkgs') # 根据py生成的rst文件的目录
exclude_dir = [os.path.join(py_dir, p) for p in (
'ipython_console/initialize.py', # IPython控制台的全局文件，没什么生成文档的意义，跳过
# TODO (panhaoyu) 以下内容为无法自动生成的部分，请各位开发者自行检查其中的问题
'pm_preprocess/ui/pyqtsource_rc.py',
'code_editor',
'data_miner',
'cftool',
'extension_app_demo',
'pm_preprocess',
)]
node = PythonFileTreeNode(py_dir, exclude_dir)
generator.generate_python_package_files(node, rst_dir, 'packages')
# 生成开发工具文档
py_dir = os.path.join(base, 'pyminer_devutils') # py源文件的目录
rst_dir = os.path.join(rst_root_dir, 'dev') # 根据py生成的rst文件的目录
exclude_dir = [os.path.join(py_dir, p) for p in tuple()]
node = PythonFileTreeNode(py_dir, exclude_dir)
generator.generate_python_package_files(node, rst_dir, 'pyminer_devutils')
print('RST文件结构已生成。')
app = Sphinx(
srcdir=rst_root_dir,
confdir=rst_root_dir,
outdir=path.join(path.dirname(__file__), 'build/html'),
doctreedir=path.join(path.dirname(__file__), 'build/doctrees'),
buildername='html',
confoverrides=dict(),
status=sys.stdout,
warning=sys.stderr,
freshenv=False,
warningiserror=False,
tags=[],
verbosity=0,
parallel=0,
# parallel=multiprocessing.cpu_count(),
keep_going=True)
app.build()
# 在上传时，强制重新生成*.rst文件，否则可以根据缓存加速rst文件生成过程
if upload:
cmd(f'sphinx-apidoc -fMeo "{alg_rst_dir}" "{alg_src_dir}" -t {template_dir}')
else:
cmd(f'sphinx-apidoc -Meo "{alg_rst_dir}" "{alg_src_dir}" -t {template_dir}')
# 在上传时，删除已有的html页面，并重新生成，否则可以利用缓存加速html生成过程
if upload:
cmd(f'"{make_path}" clean')
cmd(f'"{make_path}" html')
# 进行单元测试
cmd(f'"{make_path}" doctest')
# 在上传时，将生成的html文件推送至gitee的pages仓库
if upload:
cmd(f'ghp-import -npfr git@gitee.com:py2cn/pyminer -b pages "{html_path}"')
if __name__ == '__main__':
main()

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关于样式，采用了SASS预处理器，以使用一系列的高级功能。

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@import url("../pydoctheme.css");
img {
border-radius: 2px;
border: solid 2px #dddddd;
margin-top: 10px;
margin-bottom: 10px;
}
.important {
background: #FFC107;
}
/*# sourceMappingURL=pyminer.css.map */

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{"version":3,"sourceRoot":"","sources":["pyminer.sass"],"names":[],"mappings":"AACQ;AAER;EACE;EACA;EACA;EACA;;;AAEF;EACE","file":"pyminer.css"}

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//noinspection CssUnknownTarget
@import url('../pydoctheme.css')
img
border-radius: 2px
border: solid 2px #dddddd
margin-top: 10px
margin-bottom: 10px
.important
background: #FFC107

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/*1606211680,,JIT Construction: v1003023083,en_US*/
/**
* Copyright (c) 2017-present, Facebook, Inc. All rights reserved.
*
* You are hereby granted a non-exclusive, worldwide, royalty-free license to use,
* copy, modify, and distribute this software in source code or binary form for use
* in connection with the web services and APIs provided by Facebook.
*
* As with any software that integrates with the Facebook platform, your use of
* this software is subject to the Facebook Platform Policy
* [http://developers.facebook.com/policy/]. This copyright notice shall be
* included in all copies or substantial portions of the software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
* COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
* IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
* CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
*/
(function _(a,b,c,d,e){var f=window.console;f&&Math.floor(new Date().getTime()/1e3)-b>7*24*60*60&&f.warn("The Facebook JSSDK is more than 7 days old.");if(window[c])return;if(!window.JSON)return;var g=window[c]={__buffer:{replay:function(){var a=this,b=function(d){var b=window[c];a.calls[d][0].split(".").forEach(function(a){return b=b[a]});b.apply(null,a.calls[d][1])};for(var d=0;d<this.calls.length;d++)b(d);this.calls=[]},calls:[],opts:null},getUserID:function(){return""},getAuthResponse:function(){return null},getAccessToken:function(){return null},init:function(a){g.__buffer.opts=a}};for(var b=0;b<d.length;b++){f=d[b];if(f in g)continue;var h=f.split("."),i=h.pop(),j=g;for(var k=0;k<h.length;k++)j=j[h[k]]||(j[h[k]]={});j[i]=function(a){if(a==="init")return;return function(){g.__buffer.calls.push([a,Array.prototype.slice.call(arguments)])}}(f)}k=a;h=/Chrome\/(\d+)/.exec(navigator.userAgent);h&&Number(h[1])>=55&&"assign"in Object&&"findIndex"in[]&&(k+="&ua=modern_es6");j=document.createElement("script");j.src=k;j.async=!0;e&&(j.crossOrigin="anonymous");i=document.getElementsByTagName("script")[0];i.parentNode&&i.parentNode.insertBefore(j,i)})("https:\/\/connect.facebook.net\/en_US\/all.js?hash=1f66f14b00fabb1f6f091c9348f79c88", 1606211680, "FB", ["AppEvents.EventNames","AppEvents.ParameterNames","AppEvents.activateApp","AppEvents.clearAppVersion","AppEvents.clearUserID","AppEvents.getAppVersion","AppEvents.getUserID","AppEvents.logEvent","AppEvents.logPageView","AppEvents.logPurchase","AppEvents.setAppVersion","AppEvents.setUserID","AppEvents.updateUserProperties","Canvas.Plugin.showPluginElement","Canvas.Plugin.hidePluginElement","Canvas.Prefetcher.addStaticResource","Canvas.Prefetcher.setCollectionMode","Canvas.getPageInfo","Canvas.scrollTo","Canvas.setAutoGrow","Canvas.setDoneLoading","Canvas.setSize","Canvas.setUrlHandler","Canvas.startTimer","Canvas.stopTimer","Event.subscribe","Event.unsubscribe","XFBML.parse","addFriend","api","getAccessToken","getAuthResponse","getLoginStatus","getUserID","init","login","logout","publish","share","ui"], true);

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/*! normalize.css v2.0.1 | MIT License | git.io/normalize */
/* ==========================================================================
HTML5 display definitions
========================================================================== */
/*
* Corrects `block` display not defined in IE 8/9.
*/
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
nav,
section,
summary {
display: block;
}
/*
* Corrects `inline-block` display not defined in IE 8/9.
*/
audio,
canvas,
video {
display: inline-block;
}
/*
* Prevents modern browsers from displaying `audio` without controls.
* Remove excess height in iOS 5 devices.
*/
audio:not([controls]) {
display: none;
height: 0;
}
/*
* Addresses styling for `hidden` attribute not present in IE 8/9.
*/
[hidden] {
display: none;
}
/* ==========================================================================
Base
========================================================================== */
/*
* 1. Sets default font family to sans-serif.
* 2. Prevents iOS text size adjust after orientation change, without disabling
* user zoom.
*/
html {
font-family: sans-serif; /* 1 */
-webkit-text-size-adjust: 100%; /* 2 */
-ms-text-size-adjust: 100%; /* 2 */
}
/*
* Removes default margin.
*/
body {
margin: 0;
}
/* ==========================================================================
Links
========================================================================== */
/*
* Addresses `outline` inconsistency between Chrome and other browsers.
*/
a:focus {
outline: thin dotted;
}
/*
* Improves readability when focused and also mouse hovered in all browsers.
*/
a:active,
a:hover {
outline: 0;
}
/* ==========================================================================
Typography
========================================================================== */
/*
* Addresses `h1` font sizes within `section` and `article` in Firefox 4+,
* Safari 5, and Chrome.
*/
h1 {
font-size: 2em;
}
/*
* Addresses styling not present in IE 8/9, Safari 5, and Chrome.
*/
abbr[title] {
border-bottom: 1px dotted;
}
/*
* Addresses style set to `bolder` in Firefox 4+, Safari 5, and Chrome.
*/
b,
strong {
font-weight: bold;
}
/*
* Addresses styling not present in Safari 5 and Chrome.
*/
dfn {
font-style: italic;
}
/*
* Addresses styling not present in IE 8/9.
*/
mark {
background: #ff0;
color: #000;
}
/*
* Corrects font family set oddly in Safari 5 and Chrome.
*/
code,
kbd,
pre,
samp {
font-family: monospace, serif;
font-size: 1em;
}
/*
* Improves readability of pre-formatted text in all browsers.
*/
pre {
white-space: pre;
white-space: pre-wrap;
word-wrap: break-word;
}
/*
* Sets consistent quote types.
*/
q {
quotes: "\201C" "\201D" "\2018" "\2019";
}
/*
* Addresses inconsistent and variable font size in all browsers.
*/
small {
font-size: 80%;
}
/*
* Prevents `sub` and `sup` affecting `line-height` in all browsers.
*/
sub,
sup {
font-size: 75%;
line-height: 0;
position: relative;
vertical-align: baseline;
}
sup {
top: -0.5em;
}
sub {
bottom: -0.25em;
}
/* ==========================================================================
Embedded content
========================================================================== */
/*
* Removes border when inside `a` element in IE 8/9.
*/
img {
border: 0;
}
/*
* Corrects overflow displayed oddly in IE 9.
*/
svg:not(:root) {
overflow: hidden;
}
/* ==========================================================================
Figures
========================================================================== */
/*
* Addresses margin not present in IE 8/9 and Safari 5.
*/
figure {
margin: 0;
}
/* ==========================================================================
Forms
========================================================================== */
/*
* Define consistent border, margin, and padding.
*/
fieldset {
border: 1px solid #c0c0c0;
margin: 0 2px;
padding: 0.35em 0.625em 0.75em;
}
/*
* 1. Corrects color not being inherited in IE 8/9.
* 2. Remove padding so people aren't caught out if they zero out fieldsets.
*/
legend {
border: 0; /* 1 */
padding: 0; /* 2 */
}
/*
* 1. Corrects font family not being inherited in all browsers.
* 2. Corrects font size not being inherited in all browsers.
* 3. Addresses margins set differently in Firefox 4+, Safari 5, and Chrome
*/
button,
input,
select,
textarea {
font-family: inherit; /* 1 */
font-size: 100%; /* 2 */
margin: 0; /* 3 */
}
/*
* Addresses Firefox 4+ setting `line-height` on `input` using `!important` in
* the UA stylesheet.
*/
button,
input {
line-height: normal;
}
/*
* 1. Avoid the WebKit bug in Android 4.0.* where (2) destroys native `audio`
* and `video` controls.
* 2. Corrects inability to style clickable `input` types in iOS.
* 3. Improves usability and consistency of cursor style between image-type
* `input` and others.
*/
button,
html input[type="button"], /* 1 */
input[type="reset"],
input[type="submit"] {
-webkit-appearance: button; /* 2 */
cursor: pointer; /* 3 */
}
/*
* Re-set default cursor for disabled elements.
*/
button[disabled],
input[disabled] {
cursor: default;
}
/*
* 1. Addresses box sizing set to `content-box` in IE 8/9.
* 2. Removes excess padding in IE 8/9.
*/
input[type="checkbox"],
input[type="radio"] {
box-sizing: border-box; /* 1 */
padding: 0; /* 2 */
}
/*
* 1. Addresses `appearance` set to `searchfield` in Safari 5 and Chrome.
* 2. Addresses `box-sizing` set to `border-box` in Safari 5 and Chrome
* (include `-moz` to future-proof).
*/
input[type="search"] {
-webkit-appearance: textfield; /* 1 */
-moz-box-sizing: content-box;
-webkit-box-sizing: content-box; /* 2 */
box-sizing: content-box;
}
/*
* Removes inner padding and search cancel button in Safari 5 and Chrome
* on OS X.
*/
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
-webkit-appearance: none;
}
/*
* Removes inner padding and border in Firefox 4+.
*/
button::-moz-focus-inner,
input::-moz-focus-inner {
border: 0;
padding: 0;
}
/*
* 1. Removes default vertical scrollbar in IE 8/9.
* 2. Improves readability and alignment in all browsers.
*/
textarea {
overflow: auto; /* 1 */
vertical-align: top; /* 2 */
}
/* ==========================================================================
Tables
========================================================================== */
/*
* Remove most spacing between table cells.
*/
table {
border-collapse: collapse;
border-spacing: 0;
}

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<h1><a href="http://matopen.com/dashboard/index.html">PyMiner</a></h1>
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<h1><img src="_static/index_files/robot.svg"> <span>开源的，跨平台数据处理解决方案。</span></h1>
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<h2>Welcome to PyMiner</h2>
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<p style="font-size: 20px;">PyMiner一款基于数据空间的数学工具，通过加载各种插件实现不同的需求，用易于操作的形式，在统一的界面中，通过数据计算实现数据科学家所设想的任务。</p>
<p style="font-size: 20px;color: #008CBA;">坚持对标国际一流，实现面向未来的设计，以自主创新为战略基石，积极吸收凝聚国内外各种优势资源和创新要素，致力于突破掌握一批数据算法模型以及仿真领域研制关键技术！</p>
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<div class="alert-box warning"><p style="font-size: 24px;">我们正在基于Python研究开源的 MATLAB，目前项目刚刚起步，需要更多热爱开源的Python、MATLAB等各路大牛加入，有兴趣请加入QQ群：945391275，欢迎大佬加入！</p><p></p></div>
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<td rowspan="1">Gitee</td>
<td class="show-for-medium-up">PyMiner 1.0.1</td>
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<a class="button" data-delayed-href="/download_success.html" target="_blank" href="https://gitee.com/py2cn/pyminer">开源仓库 →</a>
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<td class="show-for-medium-up">PyMiner 1.0.1</td>
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<a class="button" data-delayed-href="/download_success.html" target="_blank" href="https://github.com/aboutlong/pyminer">开源仓库 →</a>
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<a class="button" data-delayed-href="/download_success.html" target="_blank" href="https://gitee.com/py2cn/pyminer">立即下载 →</a>
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<span>Aihub 一个朝气蓬勃的技术社区.</span>
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<p>
</p><h3><strong>技术说明</strong></h3>
开发环境基于Python3.8+PyQt5.15，建议安装Pycharm创建python虚拟环境进行开发。
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<h3><strong>功能介绍</strong></h3>
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<li>强大的代码编辑器，让你误以为是专业的IDE，代码着色、智能提示应有尽有<br><img width="500" src="_static/index_files/code.png"></li>
<li>开放的控制台，ipython集成，它能实现的我也可以</li>
<li>强大的绘图功能，专业出版水准图片，增强型参数调整</li>
<li>应用商店，开放的插件式开发，自定义专业领域的应用</li>
<li>自建函数库、算法库，保持开放，面向未来！</li>
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<h4>特别感谢(捐赠人)</h4>
<ul>
<li> QuietPear</li>
<li> 州的先生</li>
<li> 邱峰</li>
<li> 一个小白</li>
</ul>
<h4>特别感谢(开发者)</h4>
<ul>
<li> 侯展意</li>
<li> py2cn</li>
<li> Junruoyu-Zheng</li>
<li> nihk</li>
<li> 心随风</li>
<li> Irony</li>
<li> 冰中火</li>
<li> houxinluo</li>
<li> cl-jiang</li>
<li> 开始说故事</li>
</ul>
</aside>
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<h3><strong>安装体验</strong></h3>
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<p>
#第一步：下载源代码<br>
git clone https://gitee.com/py2cn/pyminer.git <br>
#第二步：同步安装依赖包和PyMiner，如果遇到安装失败的情况需要手动安装<br>
python -m pip install -i https://mirrors.cloud.tencent.com/pypi/simple -r requirements.txt <br>
#第三步：运行主程序<br>
python app2.py<br>
</p>
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<h3><strong>为什么要做这个？目的是什么？</strong></h3>
</div>
</div>
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<div class="large-12 columns">
<p>
2020年6月6日开始，哈工大等中国高校被禁用MATLAB。在此之前我们发现在工业软件、行业软件除了MATLAB以外，还有SAS、SPSS、FICO、Adobe等都是我们高度依赖且无法替代的行业软件。 为此，这个项目的根本目标就是实现MATLAB替代，短期内至少是实现在某一方面的替代，并逐步实现超越MATLAB，并以抛砖引玉的形式，让更多人加入到国产替代的行列中！PyMiner坚持对标国际一流，实现面向未来的设计，以自主创新为战略基石，积极吸收凝聚国内外各种优势资源和创新要素，致力于突破掌握一批数据算法模型以及仿真领域研制关键技术！
</p>
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<h3><strong>预览截图</strong></h3>
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<div style="text-align: center; margin-bottom: 1em;">
<p style="text-align: left;">主界面截图</p>
<img width="1024" data-2x="https://gitee.com/py2cn/pyminer/raw/master/pyminer2/ui/source/screenshot/main.png" src="_static/index_files/main.png">
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<p style="text-align: left;">绘图截图</p>
<img width="1024" data-2x="https://gitee.com/py2cn/pyminer/raw/master/pyminer2/ui/source/screenshot/check_data.png" src="_static/index_files/check_data.png">
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<p style="text-align: left;">代码提示截图</p>
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<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://pandas.pydata.org/">Pandas</a></li>
<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://numpy.org/">Numpy</a></li>
<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://matplotlib.org/">matplotlib</a></li>
<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://scipy.org/">scipy</a></li>
<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://scikit-learn.org/stable/">scikit-learn</a></li>
<li style="float: left;display: block;padding:8px 10px;"><a target="_blank" href="https://seaborn.pydata.org/">seaborn</a></li>
</ul>
</div>
<div class="row">
<p class="text-center">Copyright (c) 2020, PyMiner Development Team<br>
<a target="_blank" href="https://beian.miit.gov.cn/">粤ICP备2020105986号</a></p>
</div>
</div>
</div>
</footer>
<!-- JS Libraries -->
<script src="http://code.jquery.com/jquery-1.10.2.min.js"></script>
<script src="_static/index_files/all.js(2).download" type="text/javascript"></script>
</body><div style="all: initial;"><div></div></div></html>

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@ -10,12 +10,17 @@
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
import os
import sys
from os import path
from recommonmark.transform import AutoStructify
from recommonmark.parser import CommonMarkParser
from sphinx.application import Sphinx
base_path = path.abspath(path.join(__file__, '../../..'))
sys.path.insert(0, base_path)
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(os.path.dirname(__file__)))))
# -- Project information -----------------------------------------------------
project = 'pyminer'
copyright = '2020, py2cn'
author = 'py2cn'
@ -32,8 +37,10 @@ extensions = [
'sphinx.ext.intersphinx',
'sphinx.ext.todo',
'sphinx.ext.coverage',
'sphinx.ext.viewcode',
'sphinx.ext.mathjax',
'numpydoc',
'recommonmark',
# 'numpydoc',
]
# Add any paths that contain templates here, relative to this directory.
@ -44,7 +51,7 @@ templates_path = ['_templates']
#
# This is also used if you do content translation via gettext catalogs.
# Usually you set "language" from the command line for these cases.
language = 'zh'
language = 'zh_CN'
# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
@ -56,11 +63,47 @@ exclude_patterns = []
# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'alabaster'
html_theme = "pydata_sphinx_theme"
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ['_static']
# 将首页采用独立的模板进行渲染，即配置独立的首页，同时将 rst 自动生成的首页，由 index 调整为 contents 以免冲突
html_additional_pages = {'index': 'index.html'}
master_doc = 'contents'
add_module_names = False
# 配置TODO插件
todo_include_todos = True
# 借助recommonmark插件，同时支持 *.md 和 *.rst 文件进行文档的撰写。
source_suffix = {
'.rst': 'restructuredtext',
'.md': 'markdown',
}
# 使得类的文档字符串和 ``__init__`` 方法的文档字符串都显出来
autoclass_content = 'both'
# 使得生成的文档的顺序与源代码一致
autodoc_member_order = 'bysource'
# 配置模板的主题样式
html_style = 'css/pyminer.css'
# 显示 .. sectionauthor 指令指定的作者
show_authors = True
source_parsers = {
'.md': CommonMarkParser,
}
def setup(app: Sphinx):
app.add_config_value('recommonmark_config', {
'auto_toc_tree_section': 'Contents',
}, True)
app.add_transform(AutoStructify)

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===================================
PyMiner帮助文档
===================================
.. toctree::
:maxdepth: 2
主程序部分 <pyminer/index.rst>
界面部分 <pmg/index.rst>
算法部分 <alg/index.rst>
插件部分 <pkgs/index.rst>
开发工具部分 <dev/index.rst>
参与贡献 <contribute/index.rst>
模块索引
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

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## 参与贡献
目前可以看我们的 [WIKI页面](https://gitee.com/py2cn/pyminer/wikis/%E4%B8%BB%E9%A1%B5?sort_id=2761029)。
参与贡献的第一步就是将WIKI上面的“参与贡献”转移到这里:P。
文档目前采用 Google 风格的文档字符串进行生成，所有内容都写在文档字符串里。
包的文档字符串、模块的文档字符串、函数与方法的文档字符串，都可以被检索。
各位开发者可以根据自己的需要在不同的位置添加文档字符串。
如果需要重新生成文档，可以删去`alg` 、`pkgs`、`pmg`、`pyminer`、`build`五个文件夹，
然后运行`make_doc`即可重新生成。

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.. pyminer documentation master file, created by
.. sphinx-quickstart on Thu Oct 22 14:30:12 2020.
.. You can adapt this file completely to your liking, but it should at least
.. contain the root `toctree` directive.
Welcome to pyminer's documentation!
===================================
.. toctree::
:maxdepth: 2
:caption: Readme
module <alg/modules.rst>
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

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@ -1,6 +0,0 @@
{% set names = basename.split('.') %}
{{ names[-1] | heading }}
.. automodule:: {{ qualname }}
:members:

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@ -1,51 +0,0 @@
{%- macro automodule(modname, options) -%}
.. automodule:: {{ modname }}
:members: __doc__
{%- endmacro %}
{%- macro toctree(docnames) -%}
.. toctree::
:maxdepth: {{ maxdepth }}
{% for docname in docnames %}
{{ docname }}
{%- endfor %}
{%- endmacro %}
{%- if is_namespace %}
{{- [pkgname, "namespace"] | join(" ") | e | heading }}
{% else %}
{{- [pkgname, "package"] | join(" ") | e | heading }}
{% endif %}
{%- if modulefirst and not is_namespace %}
{{ automodule(pkgname, automodule_options) }}
{% endif %}
{%- if subpackages %}
Subpackages
-----------
{{ toctree(subpackages) }}
{% endif %}
{%- if submodules %}
Submodules
----------
{% if separatemodules %}
{{ toctree(submodules) }}
{% else %}
{%- for submodule in submodules %}
{% if show_headings %}
{{- [submodule, "module"] | join(" ") | e | heading(2) }}
{% endif %}
{{ automodule(submodule, automodule_options) }}
{% endfor %}
{%- endif %}
{%- endif %}
{%- if not modulefirst and not is_namespace %}
Module contents
---------------
{{ automodule(pkgname, automodule_options) }}
{% endif %}

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import os
import sys
# 项目的根路径，即pyminer项目的根文件夹
base = os.path.dirname(os.path.dirname(__file__))
sys.path.insert(0, base)
html_path = os.path.join(base, 'docs', 'build', 'html')
for line in os.popen(f'ghp-import -npfr git@gitee.com:py2cn/pyminer -b pages "{html_path}"'):
print(line, end='')

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# -*- coding:utf-8 -*-
__author__ = 'boredbird'
import os
import numpy as np
import woe.feature_process as fp
import woe.GridSearch as gs
if __name__ == '__main__':
config_path = os.getcwd() + '\\config.csv'
data_path = os.getcwd() + '\\UCI_Credit_Card.csv'
feature_detail_path = os.getcwd() + '\\features_detail.csv'
rst_pkl_path = os.getcwd() + '\\woe_rule.pkl'
# train woe rule
feature_detail, rst = fp.process_train_woe(infile_path=data_path
, outfile_path=feature_detail_path
, rst_path=rst_pkl_path
, config_path=config_path)
# proc woe transformation
woe_train_path = os.getcwd() + '\\dataset_train_woed.csv'
fp.process_woe_trans(data_path, rst_pkl_path, woe_train_path, config_path)
# here i take the same dataset as test dataset
woe_test_path = os.getcwd() + '\\dataset_test_woed.csv'
fp.process_woe_trans(data_path, rst_pkl_path, woe_test_path, config_path)
print('###TRAIN SCORECARD MODEL###')
params = {}
params['dataset_path'] = woe_train_path
params['validation_path'] = woe_test_path
params['config_path'] = config_path
params['df_coef_path'] = os.getcwd() + '\\df_model_coef_path.csv'
params['pic_coefpath'] = os.getcwd() + '\\model_coefpath.png'
params['pic_performance'] = os.getcwd() + '\\model_performance_path.png'
params['pic_coefpath_title'] = 'model_coefpath'
params['pic_performance_title'] = 'model_performance_path'
params['var_list_specfied'] = []
params['cs'] = np.logspace(-4, -1, 40)
for key, value in params.items():
print(key, ': ', value)
gs.grid_search_lr_c_main(params)

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# Dataset Information
This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005.
**YOU SHOULD SPECIFY THE VARIABLES DTYPES WITH config.csv**
Appointment:
continuous variables: is_tobe_bin=1 and is_candidate=1
discrete variables: is_tobe_bin=0 and is_candidate=1
## Content
There are 25 variables:
- ID: ID of each client
- LIMIT_BAL: Amount of given credit in NT dollars (includes individual and family/supplementary credit
- SEX: Gender (1=male, 2=female)
- EDUCATION: (1=graduate school, 2=university, 3=high school, 4=others, 5=unknown, 6=unknown)
- MARRIAGE: Marital status (1=married, 2=single, 3=others)
- AGE: Age in years
- PAY_0: Repayment status in September, 2005 (-1=pay duly, 1=payment delay for one month, 2=payment delay for two months, ... 8=payment delay for eight months, 9=payment delay for nine months and above)
- PAY_2: Repayment status in August, 2005 (scale same as above)
- PAY_3: Repayment status in July, 2005 (scale same as above)
- PAY_4: Repayment status in June, 2005 (scale same as above)
- PAY_5: Repayment status in May, 2005 (scale same as above)
- PAY_6: Repayment status in April, 2005 (scale same as above)
- BILL_AMT1: Amount of bill statement in September, 2005 (NT dollar)
- BILL_AMT2: Amount of bill statement in August, 2005 (NT dollar)
- BILL_AMT3: Amount of bill statement in July, 2005 (NT dollar)
- BILL_AMT4: Amount of bill statement in June, 2005 (NT dollar)
- BILL_AMT5: Amount of bill statement in May, 2005 (NT dollar)
- BILL_AMT6: Amount of bill statement in April, 2005 (NT dollar)
- PAY_AMT1: Amount of previous payment in September, 2005 (NT dollar)
- PAY_AMT2: Amount of previous payment in August, 2005 (NT dollar)
- PAY_AMT3: Amount of previous payment in July, 2005 (NT dollar)
- PAY_AMT4: Amount of previous payment in June, 2005 (NT dollar)
- PAY_AMT5: Amount of previous payment in May, 2005 (NT dollar)
- PAY_AMT6: Amount of previous payment in April, 2005 (NT dollar)
- default.payment.next.month: Default payment (1=yes, 0=no)

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# 数据集信息
本数据集包含2005年4月至2005年9月台湾信用卡客户的逾期、个人信息、信用数据、付款历史及账单信息。
**你应该通过 config.csv 指定变量类型**
约定:
连续变量: is_tobe_bin=1 且 is_candidate=1
离散变量: is_tobe_bin=0 且 is_candidate=1
## 内容
本数据集包含25个变量:
- ID: 每个客户的ID
- LIMIT_BAL:授信金额（新台币，含个人及家庭/补充授信）
- SEX: 性别 (1=男, 2=女)
- EDUCATION: (1=研究生, 2=本科, 3=高中, 4=其他, 5=未知, 6=未知)
- MARRIAGE: 婚姻状态 (1=已婚, 2=单身, 3=其他)
- AGE: 年龄
- PAY_0: 2005年9月还款状态 (-1=正常支付, 1=付款延迟1个月, 2=付款延迟2个月, ... 8=付款延迟8个月, 9=付款延迟9个月及以上)
- PAY_2: 2005年8月还款状态 (单位同上)
- PAY_3: 2005年7月还款状态 (单位同上)
- PAY_4: 2005年6月还款状态 (单位同上)
- PAY_5: 2005年5月还款状态 (单位同上)
- PAY_6: 2005年4月还款状态 (单位同上)
- BILL_AMT1: 2005年9月的账单金额 (新台币)
- BILL_AMT2: 2005年8月的账单金额 (新台币)
- BILL_AMT3: 2005年7月的账单金额 (新台币)
- BILL_AMT4: 2005年6月的账单金额 (新台币)
- BILL_AMT5: 2005年5月的账单金额 (新台币)
- BILL_AMT6: 2005年4月的账单金额 (新台币)
- PAY_AMT1: 2005年9月的提前还款金额 (新台币)
- PAY_AMT2: 2005年8月的提前还款金额 (新台币)
- PAY_AMT3: 2005年7月的提前还款金额 (新台币)
- PAY_AMT4: 2005年6月的提前还款金额 (新台币)
- PAY_AMT5: 2005年5月的提前还款金额 (新台币)
- PAY_AMT6: 2005年4月的提前还款金额 (新台币)
- target: 是否逾期 (1=是, 0=否)

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@ -0,0 +1,7 @@
[global]
index-url=http://mirrors.aliyun.com/pypi/simple/
[install]
trusted-host=mirrors.aliyun.com

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[TOC]
# pmgwidgets常用控件介绍
``` python
from pmgwidgets import {控件名}
```
用以上语句即可导入相应的控件。
控件的有关示例见pmgwidgets/tests文件夹。
## 设置控件SettingsPanel
查看本文中的示例即可。运行示例即可得到以下界面：
![](doc_figures/settings_panel.png)
### 数据结构与格式
创建这个界面只需要一个json式的数据结构，如下所示：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150)),
('number', 'height', 'How High could This Plane fly?', 12000, 'm', (10, 20000)),
('bool', 'sport', 'do you like sport', True),
('choose_box', 'plane_type', 'plane type', 'f22', ['f22', 'f18', 'j20', 'su57'],
['f22战斗机', 'f18战斗轰炸机', 'j20战斗机', 'su57战斗机']),
('color', 'color', 'Which color do u like?', (0, 200, 0))]
```
这些数据的格式为：
数据类型；数据名称；提示信息；初始值。第四位之后的其他数据为修饰信息，比如单位、范围等。
| 返回值类型 | 1:选择器名称 | 2:数据名称 | 3：提示信息 | 4：初始值 | 5 | 6 |
| ---------------------------------------- | ------------ | ---------- | ----------- | -------------------------- | -------- | --------------- |
| 字符串型（str） | 'line_edit' | str | str | 初始值：str | / | / |
| 整型或者浮点（int/float）字符串型（str） | 'number' | 名称:str | str | int/float初始值：str | 单位str | 范围（min,max） |
| 布尔型（bool） | 'bool' | str | str | bool | / | / |
| 任意类型，多选一（str） | 'choose_box' | str | str | object（任意类型）* | 选项列表 | 选项文本列表 |
| 颜色（返回形如'#a0b89d'的颜色字符串） | 'color' | 'color' | str | tupleRGB,每位为0~255的整数 | / | |
*:注意，任意类型，多选一的下拉列表中，列表可以填入任意类型。但是你所输入的初始值，必须在选项列表中存在，否则会抛出异常。
### 创建一个设置面板：
- 控件列表可以在初始化的时候传入，像这样：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
```
- 控件列表也可以在初始化完成之后传入：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel()
sp.set_items(views)
```
写法与初始化时相同。
- `set_items`可以多次调用。如果调用的时候设置面板不为空，那么之前的设置项都会被清空。
### 获取其上的控件
调用`get_ctrl(ctrl_name:str)`方法,可以获取其上的控件。
如：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
name_widget = sp.get_ctrl('name')
```
- 注意：如果控件名称不存在，则返回None。注意做好类型判断。
### 获取值
#### 获取单个控件值
获取控件之后，调用控件的set_value方法。
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
name_widget = sp.get_ctrl('name')
name_widget.get_value()
```
#### 获取整体值
调用SettingsPanel的get_value()方法，可以返回一个字典。键就是以上表格的“数据名称”列，返回的是相应的值。
如果未做任何改动，那么返回的值就是初始值，也就是表格“初始值”列的内容。
比如之前所述的views列表输入的初始值，最终得出的结果是这样的dict：
```python
values = sp.get_value()
values = {'name': 'hzy', 'age': 88.0, 'height': 12000.0, 'sport': True, 'plane_type': 'f22', 'color': (0, 200, 0)}
```
### 设置值
比如之前所述的views列表输入的初始值，最终得出的结果是这样的dict：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'James'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
name_widget = sp.get_ctrl('name')
name_widget.set_value("John")
```
set_value方法传入的参数，类型必须与初始值相同。
### 设置控件的参数
调用`set_params(*params)`方法。
params指的是从表格的‘初始值’列之后的几项。比如选择菜单的选项、数据型输入框的范围。
控件的参数指的就是从第5项开始（含第5项）以后的内容。比如对于一个数值型控件：
如：
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
num_widget = sp.get_ctrl('name')
if num_widget is not None:
num_widget.set_params('years old',(10,145))
```
以上示例就是把年龄范围从0~150岁设置到了10~145岁。如果你不希望改变其他设置（比如这里的‘years old’），将原有的值重新写一遍就可以了。
- 注意：如果控件名称不存在，则返回None。注意做好类型判断。
### 禁用和启用单个控件（设置灰色）
```python
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150))]
sp = SettingsPanel(views=views, layout_dir='v')
sp.get_ctrl('name').setEnabled(False) # 禁用name控件
sp.get_ctrl('name').setEnabled(True) # 启用name控件
```
示例：
```python
import sys
from PyQt5.QtWidgets import QApplication
from pmgwidgets import SettingsPanel
if __name__ == '__main__':
app = QApplication(sys.argv)
# 类型；名称；显示的提示文字;初始值；//单位；范围
views = [('line_edit', 'name', 'What\'s your name?', 'hzy'),
('number', 'age', 'How old are you?', 88, 'years old', (0, 150)),
('number', 'height', 'How High could This Plane fly?', 12000, 'm', (10, 20000)),
('bool', 'sport', 'do you like sport', True),
('choose_box', 'plane_type', 'plane type', 'f22', ['f22', 'f18', 'j20', 'su57'],
['f22战斗机', 'f18战斗轰炸机', 'j20战斗机', 'su57战斗机']),
('color', 'color', 'Which color do u like?', (0, 200, 0))]
sp = SettingsPanel(views=views, layout_dir='v')
sp.widgets_dic['plane_type'].set_choices(['aaa', 'vvvvv', 'xxxxxx'])
sp.set_items(views[3:6])
sp.show()
sp2 = SettingsPanel(views=views, layout_dir='h')
sp2.show()
sp2.setMaximumHeight(30)
val = sp.get_value() # 返回一个字典。初始值为表格的第二列：第四列。
print(val)
sys.exit(app.exec_())
```
## 文件树控件
class PMGFilesTreeview(QTreeView):
### 如何插入界面
def __init__(self, initial_dir: str = '', parent=None):
initial_dir:str,初始时的路径。
parent:父控件，可以为None。
### 信号：
- new_file_signal = pyqtSignal(str)
新建文件信号，返回一个参数，是新建文件的绝对路径
- new_folder_signal = pyqtSignal(str)
新建文件夹信号，返回一个参数，是新建文件夹的绝对路径
- delete_file_signal = pyqtSignal(str)
删除文件或者文件夹信号，返回一个参数，是文件夹的绝对路径。
- rename_file_signal = pyqtSignal(str, str)
文件重命名的信号，返回两个参数，分别是重命名之前的绝对路径和重命名之后的绝对路径。
注意：以上信号都是只有操作成功才会被触发的。**如果操作不成功（比如重命名时存在相同文件、删除文件时权限不够），那么就不会触发。**。
## 容器控件
### 流式布局控件PMFlowArea
流式布局控件为PMFlowArea，示例见tests文件夹的flow_layout_widget.py。
运行这个例子可以发现以下效果：
![](doc_figures/pmflowarea_1.png)
![](doc_figures/pmflowarea_2.png)
可以看到，布局在界面左右拖拽的时候，按钮会自动重排。
问题：控件库的按钮自动重排之前，似乎不是从0,0开始添加按钮的。
### 选项卡控件PMGTabWidget
(这里名字不对！需要改过来！！)
是选项卡控件。
选项卡控件的特点是，它的setup_ui方法中，会调用子界面的setup_ui方法。同理也适用于bind_events。
### 可停靠控件PMGDockWidget
额外定义了raise_into_view的方法，调用这方法时可以保证此控件提升到窗口最顶端。
[TODO]:需要考虑将窗口也增设进来！
## 相关函数和方法
### 文件操作
#### rename_file(prev_absolute_path:str, new_absolute_path:str)->bool
重命名文件或者文件夹
prev_absolute_path:之前的绝对路径
new_absolute_path:新的绝对路径
返回值：True为操作成功，False为不成功（比如已有文件或者文件夹与新的名称重名）
#### move_to_trash（path:str）->bool
path:要移到回收站的文件夹的绝对路径。
返回值：True为操作成功，False为不成功。
### 执行系统命令
[!TODO]
#### run_command_in_terminal(打开系统终端并在其中执行命令。)
在终端命令行中运行命令。
```
from pmgwidgets import run_command_in_terminal
def test_run_in_terminal():
import time
run_command_in_terminal('dir', close_mode='no')
time.sleep(1)
run_command_in_terminal('dir', close_mode='wait_key')
time.sleep(1)
run_command_in_terminal('dir', close_mode='auto')
test_run_in_terminal()
```
close_mode的意思时命令执行完之后终端怎么做。当其为‘no'的时候，终端不退出，可以输入命令继续执行下一条；显示为'wait_key'的时候，终端等待按任意键退出；显示为‘auto’的时候，终端执行完之后就退出——所以执行dir一类秒完成的命令，就会闪现一下，然后便不见了。
# pmgwindows常用控件介绍

12
pmgwidgets/__init__.py
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@ -1,12 +0,0 @@
from .table import PMGTableWidget, PMTableView, PMGTableTabWidget, PMGTableViewer
from .containers import PMFlowArea, PMScrollArea, PMTabWidget, PMFlowLayout, PMFlowLayoutWithGrid, \
PMGDockWidget
from .basicwidgets import PMDockObject, PMPushButtonPane, PMToolButton
from .toolbars import PMGToolBar, TopToolBar, ActionWithMessage
from .sourcemgr import create_icon
from .normal import SettingsPanel, center_window, set_always_on_top, set_closable, set_minimizable
from .views import PMGFilesTreeview, PMFileSystemModel, PMJsonTreeViewer
from .display import *
from .platform import *
from .communication import *
from .communication.test.clientgeneral import GeneralClient

3
pmgwidgets/basicwidgets/__init__.py
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@ -1,3 +0,0 @@
from .pmpushbuttons import PMPushButtonPane
from .toolbutton import PMToolButton
from .object import PMDockObject

34
pmgwidgets/basicwidgets/labels.py
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@ -1,34 +0,0 @@
from PyQt5.QtWidgets import QWidget, QVBoxLayout, QLabel, QScrollArea
from PyQt5.QtCore import Qt
class PMScrollableLabel(QWidget):
def __init__(self, parent=None):
super().__init__(parent)
layout = QVBoxLayout()
self.scroll_area = QScrollArea()
self.scroll_area.setVerticalScrollBarPolicy(Qt.ScrollBarAlwaysOn)
self.label = QLabel()
layout_label = QVBoxLayout()
layout_label.addWidget(self.label)
self.scroll_area.setLayout(layout_label)
layout.addWidget(self.scroll_area)
self.setLayout(layout)
self.setText = self.label.setText
self.setWordWrap = self.label.setWordWrap
if __name__ == '__main__':
from PyQt5.QtWidgets import QApplication
import sys
app = QApplication(sys.argv)
w = PMScrollableLabel()
w.setWordWrap(True)
w.setText('aaaaaaaaa ' * 10000)
w.show()
sys.exit(app.exec_())

43
pmgwidgets/basicwidgets/object.py
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@ -1,43 +0,0 @@
from typing import Tuple
from PyQt5.QtWidgets import QWidget
class PMDockObject(object):
"""
修改：
原先，主窗口中的各个可停靠窗口，在点击右上角关闭按钮的时候会隐藏，可以在视图菜单中打开。
但是当控件中有on_closed_action属性，且值为‘delete’的时候，控件就会被回收。
为了实现控件的管理，控件需要继承PMDockObject，并且需要用多继承的方式。
from pyminer2.ui.generalwidgets import PMDockObject
这个PMDockObject中定义了一些方法，作为补充。
class PMDockObject(object):
on_closed_action = 'hide' # 或者'delete'。
def raise_widget_to_visible(self, widget: 'QWidget'):
pass
def on_dock_widget_deleted(self):
pass
"""
on_closed_action = 'hide' # 或者'delete'。
def is_temporary(self)->bool:
"""
如果为True,相应的控件将在窗口关闭时删除，并且不会记忆其位置。如果为False，则相应的控件不会被删除，且其位置将被记忆。
默认返回False。
"""
return False
def raise_widget_to_visible(self, widget: 'QWidget'):
pass
def on_dock_widget_deleted(self):
pass
def get_split_portion_hint(self) -> Tuple[int, int]:
return (None, None)

63
pmgwidgets/basicwidgets/pmpushbuttons.py
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@ -1,63 +0,0 @@
"""
pmpushbuttons是一个按钮组，专门负责向工具栏中插入按钮。
其中PMPushButtonPane是按钮的载体，可以插入竖向排布的两个到三个按钮。
作者：Zhanyi Hou
"""
from typing import List
from PyQt5.QtGui import QIcon
from PyQt5.QtWidgets import QWidget, QVBoxLayout, QPushButton, QMenu, QLabel
from pmgwidgets.sourcemgr import create_icon
class PMPushButtonPane(QWidget):
def __init__(self):
super().__init__()
self.layout = QVBoxLayout()
self.setLayout(self.layout)
def add_height_occu_buttons(self):
button_num = 3
btn_list = []
for i in range(button_num):
btn = QLabel()
btn.setText(' ')
btn.setProperty('qssp', 'occu')
btn_list.append(btn)
btn.setObjectName('space_occupation_button')
self.layout.addWidget(btn)
return btn_list
def add_buttons(self, button_num: int = 2, text: list = None, icon_path: list = None,
menu: list = None) -> List[QPushButton]:
if text is None:
text = [''] * button_num
if icon_path is None:
icon_path = [None] * button_num
if menu is None:
menu = [None] * button_num
if len(text) != button_num or len(
icon_path) != button_num or len(menu) != button_num:
raise Exception('text,icon和menu参数都必须为长为2的可迭代对象。')
qssproperty = "minibutton3"
if button_num == 2:
qssproperty = "minibutton2"
btn_list = []
for i in range(button_num):
btn = self.add_button(text=text[i], icon=create_icon(icon_path[i]), menu=menu[i], qssproperty=qssproperty)
btn_list.append(btn)
return btn_list
def add_button(self, text: str = '', icon: QIcon = None, menu: QMenu = None, qssproperty = "minibutton3") \
-> QPushButton:
pbtn = QPushButton()
pbtn.setText(text)
if icon is not None:
pbtn.setIcon(icon)
if menu is not None:
pbtn.setMenu(menu)
pbtn.setProperty("qssp", qssproperty)
self.layout.addWidget(pbtn)
return pbtn

77
pmgwidgets/basicwidgets/toolbutton.py
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@ -1,77 +0,0 @@
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from PyQt5.QtCore import QEvent, QTimer
from PyQt5.QtGui import QColor
from PyQt5.QtWidgets import QToolButton, QGraphicsDropShadowEffect, QMenu, QWidget, QHBoxLayout
class PMMenu(QMenu):
def __init__(self, tool_button: 'PMToolButton' = None):
super().__init__()
self.tool_button = tool_button
def leaveEvent(self, a0: QEvent) -> None:
print('leave menu', self.underMouse(), self.tool_button.underMouse())
# timer = QTimer()
QTimer.singleShot(50, self.tool_button.hide_menu)
# if self.tool_button.underMouse():
# return
# else:
# self.hide()
class PMToolButton(QToolButton):
shadow = QGraphicsDropShadowEffect() # 实例阴影
def __init__(self, parent=None):
super().__init__(parent)
self.shadow.setColor(QColor(63, 72, 204)) # 设置阴影颜色
self.shadow.setOffset(0, 0) # 设置阴影方向
self.setMinimumWidth(60)
self.setMinimumHeight(40)
self.clicked.connect(self.set_btn_clicked_effect)
self.menu = PMMenu(tool_button=self)
self.setMenu(self.menu)
self.menu.addAction('新建行')
self.menu.addAction('新建列')
self.menu.addAction('删除行')
self.menu.addAction('删除列')
# self.setFocusPolicy()
# self.setContextMenuPolicy(Qt.CustomContextMenu)
# self.setPopupMode(QToolButton.InstantPopup)
def set_btn_clicked_effect(self):
# 设置模糊度并为按钮添加阴影
self.shadow.setBlurRadius(20)
self.setGraphicsEffect(self.shadow)
def unset_btn_clicked_effect(self):
# 设置模糊度为0 间接取消阴影
self.shadow.setBlurRadius(0)
def show_menu(self):
if self.underMouse() or self.menu.underMouse():
self.menu.popup(self.mapToGlobal(self.pos()))
self.grabMouse()
def hide_menu(self):
if not (self.underMouse() or self.menu.underMouse()):
self.menu.hide()
# self.clearFocus()
if __name__ == '__main__':
from PyQt5.QtWidgets import QApplication
import sys
app = QApplication(sys.argv)
w = QWidget()
layout = QHBoxLayout()
w.setLayout(layout)
for i in range(3):
w1 = PMToolButton()
layout.addWidget(w1)
w1.setText('aaa')
w.show()
sys.exit(app.exec_())

1
pmgwidgets/communication/__init__.py
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@ -1 +0,0 @@
from pmgwidgets.communication.test import *

22
pmgwidgets/communication/examples.py
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@ -1,22 +0,0 @@
if __name__=='__main__':
from pmgwidgets import BaseClient
import numpy as np
x = np.random.random(10) + np.linspace(1, 10, 10)
y = np.random.random(10) + np.linspace(1, 10, 10)
print(x)
c = BaseClient()
print('set_var')
c.set_var('x', x)
c.set_var('y', y)
c.set_var('z', y)
c.set_var('w', y)
c.set_var('t', y)
c.set_var('y', y)
c.get_var('x')
print(c.get_all_vars())
print(c.get_all_var_names())
# while (1):
# time.sleep(1)

5
pmgwidgets/communication/long_conn.py
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@ -1,5 +0,0 @@
from pmgwidgets import GeneralClient
import time
__client = GeneralClient()
while(1):
time.sleep(1)

1
pmgwidgets/communication/test/__init__.py
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@ -1 +0,0 @@
from pmgwidgets.communication.test.baseclient import BaseClient, get_style_sheet

222
pmgwidgets/communication/test/baseclient.py
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@ -1,222 +0,0 @@
import socket
import cloudpickle
import base64
import sys
import json
def get_style_sheet() -> str:
return BaseClient().get_style_sheet()
class BaseClient():
def init_socket(self, port: int = 12306):
host = 'localhost'
client = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
client.setsockopt(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1) # 在客户端开启心跳维护
client.connect((host, port))
return client
def get_var(self, data_name: str):
"""
从工作空间获取数据
:param data_name:
:return:
"""
payload = {
"method": "read_p",
"params": [data_name],
"jsonrpc": "2.0",
"id": 0,
}
b = self.request_data(json.dumps(payload).encode('utf-8'))
response_dic: dict = json.loads(b.decode('utf-8'))
data_b64 = response_dic.get(data_name)
if data_b64 is not None:
s = self.load_data_from_b64(data_b64)
return s
return None
def dump_data_from_b64(self, data: object) -> str:
try:
data_dumped_bytes = cloudpickle.dumps(data)
return base64.b64encode(data_dumped_bytes).decode('ascii')
except:
pass
def load_data_from_b64(self, data_b64: str) -> object:
try:
return cloudpickle.loads(base64.b64decode(data_b64))
except:
import traceback
traceback.print_exc()
return None
def delete_var(self, var_name: list, provider: str):
payload = {
"method": "delete_variable",
"params": [var_name, provider],
"jsonrpc": "2.0",
"id": 0,
}
# print('set_data', 'set_data')
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
# print('get_all_data', b)
response_dic: dict = json.loads(b.decode('utf-8'))
if response_dic['message'] == 'succeed':
return response_dic['var_names']
else:
return []
def get_all_public_var_names(self):
payload = {
"method": "get_all_public_variable_names",
"params": [],
"jsonrpc": "2.0",
"id": 0,
}
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
response_dic: dict = json.loads(b.decode('utf-8'))
if response_dic['message'] == 'succeed':
return response_dic['var_names']
else:
return []
def get_all_var_names(self):
payload = {
"method": "get_all_variable_names",
"params": [],
"jsonrpc": "2.0",
"id": 0,
}
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
response_dic: dict = json.loads(b.decode('utf-8'))
if response_dic['message'] == 'succeed':
return response_dic['var_names']
else:
return []
def set_var_dic(self, var_dic: dict, provider: str = 'server'):
# print(var_dic)
dic = {}
for k in var_dic.keys():
try:
b64 = self.dump_data_from_b64(var_dic[k])
dic[k] = b64
except:
import traceback
traceback.print_exc()
pass
dumped_data = self.dump_data_from_b64(dic)
payload = {
"method": "write_var_dic",
"params": [dumped_data, provider],
"jsonrpc": "2.0",
"id": 0,
}
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
response_dic: dict = json.loads(b.decode('utf-8'))
return response_dic
def get_all_vars(self):
payload = {
"method": "get_var_dic",
"params": [],
"jsonrpc": "2.0",
"id": 0,
}
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
response_dic: dict = json.loads(b.decode('utf-8'))
if response_dic.get('var_dic') != None:
b = response_dic.get('var_dic')
return self.load_data_from_b64(b)
else:
return response_dic
def set_var(self, data_name: str, data: object, provider: str = 'server'):
"""
向数据管理类中写入数据
:param data_name:
:param data:
:param provider:
:return:
"""
if sys.getsizeof(data) / (1024 * 1024) > 150:
raise MemoryError('Data \'%s\' size %f MB is larger than limit ( 150MB ) .' % (
data_name, sys.getsizeof(data) / 1024 / 1024))
dumped_data = self.dump_data_from_b64(data)
message = 'Data size after b64 encode %f MB is too large,it should less than 300MB after base64 encoded.\n ' % (
sys.getsizeof(dumped_data) / 1024 / 1024)
assert sys.getsizeof(
dumped_data) / 1024 / 1024 <= 300, MemoryError(message)
payload = {
"method": "write_p",
"params": [data_name, dumped_data, provider],
"jsonrpc": "2.0",
"id": 0,
}
payload_byte = json.dumps(payload).encode('utf-8')
b = self.request_data(payload_byte)
response_dic: dict = json.loads(b.decode('utf-8'))
return response_dic
def get_settings(self) -> dict:
"""
获取主界面的设置项。
:return:
"""
payload = {
"method": "get_settings",
"params": [],
"jsonrpc": "2.0",
"id": 0,
}
b = self.request_data(json.dumps(payload).encode('utf-8'))
result_dic: dict = json.loads(b.decode('utf-8')).get('settings')
assert result_dic is not None
return result_dic
def get_style_sheet(self) -> str:
"""
获取主界面的样式表
:return:
"""
payload = {
"method": "get_style_sheet",
"params": [],
"jsonrpc": "2.0",
"id": 0,
}
b = self.request_data(json.dumps(payload).encode('utf-8'))
result = json.loads(b.decode('utf-8')).get('style_sheet')
assert result is not None
return result
def request_data(self, byte_data) -> bytes:
HOST = '127.0.0.1'
PORT = 12306
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) # 定义socket类型，网络通信，TCP
s.connect((HOST, PORT)) # 要连接的IP与端口
s.send(b'request_data')
msg = s.recv(1024)
s.sendall(byte_data + b'PMEND') # 把命令发送给对端
l = []
while (1):
b = s.recv(65536)
l.append(b)
if b.endswith(b'PMEND'):
# p = p.strip(b'PMEND')
l[-1] = l[-1].strip(b'PMEND')
break
data = b''.join(l) # 把接收的数据定义为变量
s.close() # 关闭连接
return data

122
pmgwidgets/communication/test/clientforqt.py
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@ -1,122 +0,0 @@
# coding=utf-8
__author__ = '药师Aric'
import base64
import json
import zlib
from typing import List
import logging
logger = logging.getLogger(__name__)
import cloudpickle
'''
client端
长连接，短连接，心跳
'''
import socket
import time
from PyQt5.QtWidgets import QApplication
from PyQt5.QtCore import QObject, QThread, pyqtSignal, QTimer
import sys
from pmgwidgets.communication.test.util import timeit, receive
from pmgwidgets.communication.test.baseclient import BaseClient
def parse_splicing_packets(packet_bytes: bytes) -> List[bytes]:
return packet_bytes.split(b'PMEND')
class RecvWork(QObject):
signal_received = pyqtSignal(bytes)
def __init__(self, socket_client: socket.socket):
super(RecvWork, self).__init__()
self.quit = False
self.socket_client = socket_client
def work(self):
client = self.socket_client
client.sendall(b'long_conn')
while True:
try:
recv = receive(client)
assert recv != b''
packets = parse_splicing_packets(recv)
for p in packets:
self.signal_received.emit(p)
except:
import traceback
traceback.print_exc()
break
# time.sleep(1) # 如果想验证长时间没发数据，SOCKET连接会不会断开，则可以设置时间长一点
self.thread().quit()
def close_socket(self):
self.socket_client.close()
class PMClient(QObject, BaseClient):
signal_server_message_received = pyqtSignal(dict)
signal_data_changed = pyqtSignal(str)
def __init__(self, parent=None):
super().__init__(parent)
self.client = self.init_socket(12306)
self.thread_recv = QThread()
self.worker_recv = RecvWork(self.client)
self.signal_received = self.worker_recv.signal_received
self.worker_recv.signal_received.connect(self.on_server_message_received)
self.worker_recv.moveToThread(self.thread_recv)
self.thread_recv.started.connect(self.worker_recv.work)
self.thread_recv.start()
def shut_down(self):
logger.info('client quit')
self.worker_recv.close_socket()
self.thread_recv.quit()
self.thread_recv.wait(500)
def on_server_message_received(self, packet: bytes):
try:
dic = json.loads(packet)
logger.info(dic)
msg = dic.get('message')
if msg == 'data_changed':
data_name = dic.get('data_name')
if data_name is not None:
self.signal_data_changed.emit(data_name)
self.signal_server_message_received.emit(dic)
except:
import traceback
traceback.print_exc()
pass
def send_bytes(self, packet: bytes):
self.client.sendall(packet)
@timeit
def compress(self, byte_str):
return zlib.compress(byte_str)
if __name__ == '__main__':
app = QApplication(sys.argv)
import numpy as np
x = np.random.random(10) + np.linspace(1, 10, 10)
y = np.random.random(10) + np.linspace(1, 10, 10)
print(x)
c = PMClient()
print('set_var')
c.set_var('x', x)
c.set_var('y', y)
c.get_var('x')
print(c.get_all_var_names())
timer = QTimer()
timer.start(10000)
timer.timeout.connect(lambda: c.get_var('x'))
c.shut_down()
sys.exit(app.exec_())

85
pmgwidgets/communication/test/clientgeneral.py
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@ -1,85 +0,0 @@
# coding=utf-8
__author__ = '药师Aric'
import json
import threading
import zlib
from typing import List
'''
client端
长连接，短连接，心跳
'''
import socket
import time
import sys
from pmgwidgets.communication.test.util import timeit, receive
from pmgwidgets.communication.test.baseclient import BaseClient
def parse_splicing_packets(packet_bytes: bytes) -> List[bytes]:
return packet_bytes.split(b'PMEND')
class GeneralClient(BaseClient):
def __init__(self):
self.client = self.init_socket(12306)
th = threading.Thread(target=self.run_event_loop)
th.setDaemon(True)
th.start()
def shut_down(self):
print('quit')
self.client.close()
def on_server_message_received(self, packet: bytes):
try:
dic = json.loads(packet)
msg = dic.get('message')
if msg == 'data_changed':
pass
except:
import traceback
traceback.print_exc()
pass
@timeit
def compress(self, byte_str):
return zlib.compress(byte_str)
def run_event_loop(self):
self.client.sendall(b'long_conn')
while True:
try:
recv = receive(self.client)
packets = parse_splicing_packets(recv)
for packet in packets:
self.on_server_message_received(packet)
except:
import traceback
traceback.print_exc()
break
if __name__ == '__main__':
import numpy as np
x = np.random.random(10) + np.linspace(1, 10, 10)
y = np.random.random(10) + np.linspace(1, 10, 10)
print(x)
c = GeneralClient()
print('set_var')
c.set_var('x', x)
c.set_var('y', y)
c.set_var('z', y)
c.set_var('w', y)
c.set_var('t', y)
c.set_var('y', y)
c.get_var('x')
print(c.get_all_vars())
print(c.get_all_var_names())
while (1):
time.sleep(1)

207
pmgwidgets/communication/test/server_long_conn.py
View File

@ -1,207 +0,0 @@
"""
基于qthread的服务器
直接基于socket。
"""
import json
from typing import List, Tuple
from PyQt5.QtWidgets import QApplication
from PyQt5.QtCore import QObject, QThread, QTimer, pyqtSignal
import socket # 导入 socket 模块
import sys
import logging
from pmgwidgets.communication.test.util import receive, timeit
logger = logging.getLogger(__name__)
g_conn_pool = []
def parse_splicing_packets(packet_bytes: bytes) -> List[bytes]:
return packet_bytes.split(b'PMEND')
class MessageWork(QObject):
signal_message_received = pyqtSignal(socket.socket, bytes)
signal_work_finished = pyqtSignal()
signal_socket_closed = pyqtSignal(socket.socket)
def __init__(self, server: 'PMGServer'):
super(MessageWork, self).__init__()
self.server = server
def work(self):
self.message_handle(client=self.client)
self.signal_work_finished.emit()
def handle_packet(self, client: socket.socket, packet: bytes):
try:
dic = json.loads(packet)
func = self.server.dispatcher_dic[dic['method']]
args = dic['params']
client.sendall(func(*args).encode('utf-8') + b'PMEND')
except:
client.close()
self.signal_socket_closed.emit(client)
logger.warning(repr(self.server.long_conn_sockets))
return b''
def message_handle(self, client):
"""
消息处理
"""
while True:
logger.info('client waiting!' + repr(client))
logger.info('conn_pool_length:%d ,list is: %s' % (len(self.server.long_conn_sockets),
repr(self.server.long_conn_sockets)))
try:
bytes = receive(client)
for packet in parse_splicing_packets(bytes):
self.handle_packet(client, packet)
except:
import traceback
traceback.print_exc()
client.close()
# 删除连接
self.signal_socket_closed.emit(client)
logger.info("客户端%s下线了。" % repr(client))
break
if len(bytes) == 0:
client.close()
self.signal_socket_closed.emit(client)
logger.info("客户端%s下线了。" % repr(client))
break
class LoopWork(QObject):
def __init__(self, server_obj: 'PMGServer', server_socket: socket.socket):
super().__init__()
self.server_socket = server_socket
self.server_obj = server_obj
self.threads = []
def work(self):
self.accept_client(self.server_socket)
def accept_client(self, server_socket):
"""
接收新连接
"""
while True:
try:
client, _ = server_socket.accept() # 阻塞，等待客户端连接
except:
import traceback
traceback.print_exc()
break
# 加入连接池
conn_message = client.recv(1024)
if conn_message == b'long_conn': # 如果请求的是一个长连接，就给每个客户端创建一个独立的线程进行管理
self.server_obj.long_conn_sockets.append(client)
thread = QThread()
worker = MessageWork(self.server_obj)
worker.signal_socket_closed.connect(self.server_obj.remove_socket)
worker.client = client
# worker.server = self.server_obj
worker.moveToThread(thread)
thread.started.connect(worker.work)
thread.start()
worker.signal_work_finished.connect(thread.quit)
self.threads.append([thread, worker]) # 保持多连接要求保持引用。
else: # 如果请求的不是一个长连接，就直接进行处理，
client.send(b'conn_established')
b = receive(client)
self.handle_packet(client, b)
# except:
# import traceback
# traceback.print_exc()
# client.close()
# break
def handle_packet(self, client: socket.socket, packet: bytes):
try:
dic = json.loads(packet)
func = self.server_obj.dispatcher_dic[dic['method']]
args = dic['params']
vy = func(*args).encode('utf-8') + b'PMEND'
client.sendall(vy)
except:
import traceback
traceback.print_exc()
client.close()
logger.warning(repr(g_conn_pool))
return b''
class PMGServer(QObject):
def __init__(self, address=Tuple[str, int], parent=None):
super().__init__(parent)
self.dispatcher_dic = {}
self.long_conn_sockets = []
self.socket = self.init_socket(address)
self.server_loop_thread = QThread()
self.loop_worker = LoopWork(self, self.socket)
self.loop_worker.moveToThread(self.server_loop_thread)
self.server_loop_thread.started.connect(self.loop_worker.work)
self.server_loop_thread.start()
def init_socket(self, address):
"""
初始化套接字
"""
g_socket_server = socket.socket(socket.AF_INET, socket.SOCK_STREAM) # 创建 socket 对象
# g_socket_server.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
g_socket_server.bind(address)
g_socket_server.listen(5) # 最大等待数（有很多人理解为最大连接数，其实是错误的）
logger.info("服务端已启动，等待客户端连接...")
return g_socket_server
def broadcast_message(self, message_dic: dict = None):
"""
广播信息
message:传递信息
# 'DATA_CHANGED'
# 'SHUT_DOWN'
:param clients:
:return:
"""
if message_dic is None:
message_dic = {'name': 'broadcast', 'message': 'Are you alive?'}
clients = self.long_conn_sockets
ids = []
logger.info('broadcast message:'+repr(message_dic))
for i, client in enumerate(clients):
try:
client.sendall(json.dumps(message_dic).encode('utf8') + b'PMEND')
except:
import traceback
traceback.print_exc()
ids.append(client)
logger.info('died connections:' + repr(ids))
for not_used_socket in ids:
self.remove_socket(not_used_socket)
def remove_socket(self, socket_to_remove: socket.socket):
if socket_to_remove in self.long_conn_sockets:
self.long_conn_sockets.remove(socket_to_remove)
if __name__ == '__main__':
app = QApplication(sys.argv)
ADDRESS = ('127.0.0.1', 12306) # 绑定地址
s = PMGServer(ADDRESS)
qtimer = QTimer()
qtimer.start(2000)
qtimer.timeout.connect(lambda: s.broadcast_message(None))
sys.exit(app.exec_())

29
pmgwidgets/communication/test/util.py
View File

@ -1,29 +0,0 @@
import time
import socket
from typing import Callable
def receive(socket_obj: socket.socket) -> bytes:
l = []
while (1):
try:
b = socket_obj.recv(1024)
except:
import traceback
traceback.print_exc()
return b''
l.append(b)
if b.endswith(b'PMEND'):
l[-1] = l[-1].strip(b'PMEND')
break
return b''.join(l)
def timeit(func):
def wrapper(*args, **kwargs):
t0 = time.time()
r = func(*args, **kwargs)
print('time_elapsed', time.time() - t0)
return r
return wrapper

22
pmgwidgets/containers/PMTab.py
View File

@ -1,22 +0,0 @@
from PyQt5.QtWidgets import QTabWidget, QWidget
class PMTabWidget(QTabWidget):
def setup_ui(self):
for tab_id in range(self.count()): # 遍历所有的tab
w = self.widget(tab_id)
if hasattr(w, 'setup_ui'):
self.widget(tab_id).setup_ui()
def addScrolledAreaTab(self, widget: QWidget, a1: str) -> int:
"""
添加使用QScrollArea包裹的Tab。
:param widget:
:param a1:
:return:
"""
from pmgwidgets import PMScrollArea
scroll = PMScrollArea()
scroll.setWidget(widget)
super().addTab(scroll, a1)

17
pmgwidgets/containers/pmdockwidget.py
View File

@ -1,17 +0,0 @@
from PyQt5.QtWidgets import QDockWidget, QMainWindow
class PMGDockWidget(QDockWidget):
def __init__(self, name, text='', parent: QMainWindow = None):
super().__init__(text, parent)
self.parent = parent
self.name = name
def raise_into_view(self):
"""
将控件提升到能直接看到的位置。特别适用于两个选项卡叠在一起的情况。
:return:
"""
self.setVisible(True)
self.setFocus()
self.raise_()

16
pmgwidgets/display/__init__.py
View File

@ -1,16 +0,0 @@
hint = 'However if your program needn\'t this package,this warning is neglectable.'
try:
from .matplotlib.qt5agg import PMMatplotlibQt5Widget
except ModuleNotFoundError:
import warnings
warnings.warn('matplotlib is not installed. ' + hint)
pass
try:
from .browser.browser import QWebEngineView,PMGWebBrowser,PMGWebEngineView
except ModuleNotFoundError:
import warnings
warnings.warn('QWebengine is not installed. ' + hint)
pass
from .editor import CythonLexer

79
pmgwidgets/display/browser/browser.py
View File

@ -1,79 +0,0 @@
"""
代码来源：
https://www.cnblogs.com/taostaryu/p/9772492.html
"""
import sys
from PyQt5.QtCore import QUrl, pyqtSignal
from PyQt5.QtWebEngineWidgets import QWebEngineView
from PyQt5.QtWidgets import QMainWindow, QApplication, QWidget, QVBoxLayout, QToolBar, QLineEdit
class PMGWebBrowser(QWidget):
def __init__(self, parent=None, toolbar='standard'):
"""
:param parent:
:param toolbar:多种选项：‘no’,‘standard’,'no_url_input'
"""
super().__init__(parent)
self.webview = PMGWebEngineView()
# self.webview.load(QUrl("https://cn.bing.com"))
self.setLayout(QVBoxLayout())
self.toolbar = QToolBar()
self.url_input = QLineEdit()
# self.url_input.setText('https://cn.bing.com')
# self.load_url()
self.toolbar.addWidget(self.url_input)
self.toolbar.addAction('go').triggered.connect(lambda b: self.load_url())
self.toolbar.addAction('back').triggered.connect(self.webview.back)
self.toolbar.addAction('forward').triggered.connect(self.webview.forward)
self.layout().addWidget(self.toolbar)
if toolbar == 'no':
self.toolbar.hide()
elif toolbar == 'no_url_input':
self.url_input.hide()
self.layout().addWidget(self.webview)
self.setWindowTitle('My Browser')
self.showMaximized()
# command:>
# jupyter notebook --port 5000 --no-browser --ip='*' --NotebookApp.token=''
# --NotebookApp.password='' c:\users\12957\
# self.webview.load(QUrl("http://127.0.0.1:5000/notebooks/desktop/Untitled.ipynb")) # 直接请求页面。
# self.webview.load(QUrl("E:\Python\pyminer_bin\PyMiner\bin\pmgwidgets\display\browser\show_formula.html")) # 直接请求页面。
# self.setCentralWidget(self.webview)
def load_url(self, url: str = ''):
if url == '':
url = self.url_input.text().strip()
# print('',url)
else:
self.url_input.setText(url)
self.webview.load(QUrl(url))
class PMGWebEngineView(QWebEngineView):
windowList = []
signal_new_window_created = pyqtSignal(PMGWebBrowser)
# 重写createwindow()
def createWindow(self, QWebEnginePage_WebWindowType):
# new_webview = WebEngineView()
new_window = PMGWebBrowser()
# new_window.setCentralWidget(new_webview)
# new_window.show()
self.windowList.append(new_window) # 注：没有这句会崩溃！！！
self.signal_new_window_created.emit(new_window)
return new_window.webview
if __name__ == "__main__":
app = QApplication(sys.argv)
w = PMGWebBrowser()
w.show()
sys.exit(app.exec_())

98
pmgwidgets/display/browser/handler.py
View File

@ -1,98 +0,0 @@
# Copyright (c) Jupyter Development Team, Spyder Project Contributors.
# Distributed under the terms of the Modified BSD License.
"""Entry point for server rendering notebooks for Spyder."""
import os
# from jinja2 import FileSystemLoader
# from notebook.base.handlers import IPythonHandler, FileFindHandler
from notebook.notebookapp import flags, NotebookApp
from notebook.utils import url_path_join as ujoin
from traitlets import Bool
HERE = os.path.dirname(__file__)
flags['dark'] = (
{'SpyderNotebookServer': {'dark_theme': True}},
'Use dark theme when rendering notebooks'
)
class NotebookHandler(IPythonHandler):
"""
Serve a notebook file from the filesystem in the notebook interface
"""
# def get(self, filename):
# """Get the main page for the application's interface."""
# # Options set here can be read with PageConfig.getOption
# config_data = {
# # Use camelCase here, since that's what the lab components expect
# 'baseUrl': self.base_url,
# 'token': self.settings['token'],
# 'darkTheme': self.settings['dark_theme'],
# 'notebookPath': filename,
# 'frontendUrl': ujoin(self.base_url, 'static/'),
# # FIXME: Don't use a CDN here
# 'mathjaxUrl': 'https://cdnjs.cloudflare.com/ajax/libs/mathjax/'
# '2.7.5/MathJax.js',
# 'mathjaxConfig': "TeX-AMS_CHTML-full,Safe"
# }
# return self.write(
# self.render_template(
# 'index.html',
# static=self.static_url,
# base_url=self.base_url,
# config_data=config_data
# )
# )
#
# def get_template(self, name):
# loader = FileSystemLoader(HERE)
# return loader.load(self.settings['jinja2_env'], name)
class SpyderNotebookServer(NotebookApp):
"""Server rendering notebooks in HTML and serving them over HTTP."""
flags = flags
dark_theme = Bool(
False, config=True,
help='Whether to use dark theme when rendering notebooks')
def init_webapp(self):
"""Initialize tornado webapp and httpserver."""
self.tornado_settings['dark_theme'] = self.dark_theme
super().init_webapp()
print(self.base_url)
url = ujoin(self.base_url, r'/notebook/(.*)')
print(url)
# default_handlers = [
# (url, NotebookHandler),
# (ujoin(self.base_url, r"/static/(.*)"), FileFindHandler,
# {'path': os.path.join(HERE, 'build')})
# ]
# self.web_app.add_handlers('.*$', default_handlers)
def run():
import time
from IPython import get_ipython
while (1):
time.sleep(2)
_Jupyter = get_ipython()
print(_Jupyter)
if __name__ == '__main__':
# import threading
# th = threading.Thread(target=run)
# th.setDaemon(True)
# th.start()
SpyderNotebookServer.launch_instance(argv=['--port', '5000', r'c:\users\12957\desktop'])

12
pmgwidgets/display/browser/register_browser.py
View File

@ -1,12 +0,0 @@
def register_web_browser():
import webbrowser
webbrowser.register("qtbrowser", None,
webbrowser.GenericBrowser(
r"python E:\Python\pmgwidgetsproj\pmgwidgets\display\browser\browser.py"))
# c.NotebookApp.browser = 'qtbrowser'
webbrowser.get('qtbrowser').open_new('https://cn.bing.com')
register_web_browser()

15
pmgwidgets/display/browser/show_formula.html
View File

@ -1,15 +0,0 @@
<!DOCTYPE html>
<html>
<head>
<title>MathJax TeX Test Page</title>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({tex2jax:
{inlineMath: [['$','$'], ['\\(','\\)']]}});
</script>
<script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
</script>
</head>
<body>$$ TPM_{i} = \frac{ \frac{ N_{i} }{ L_{i} } * 1000000}{\sum_{i=1}^{n} \frac{N_{i}}{L_{i}}}$$
</body>
</html>

5
pmgwidgets/display/dynamicgraph/pgexample.py
View File

@ -1,5 +0,0 @@
import sys
from pyqtgraph import examples
examples.run()

1
pmgwidgets/display/editor/__init__.py
View File

@ -1 +0,0 @@
from .lexers.cythonlexer import CythonLexer

45
pmgwidgets/display/editor/baseeditor.py
View File

@ -1,45 +0,0 @@
import sys
from PyQt5.Qsci import QsciScintilla, QsciLexerSQL, QsciLexer
from PyQt5.QtGui import QFont
from PyQt5.QtWidgets import QApplication, QStyleFactory
class PMBaseEditor(QsciScintilla):
def __init__(self, parent=None):
super().__init__(parent)
self.setFont(QFont('Source Code Pro', 12)) # Consolas
def set_lexer(self, lexer:'QsciLexer'):
self._lexer = lexer
self._lexer.setFont(self.font())
self.setLexer(self._lexer)
# def _init_lexer(self) -> None:
# """
# 初始化语法解析器
#
# :return: None
# """
# self._lexer = QsciLexerSQL(self)
# # self._lexer.setFont(self.font())
# self.setLexer(self._lexer)
if __name__ == '__main__':
from pmgwidgets.display.editor.lexers.cythonlexer import CythonLexer
app = QApplication(sys.argv)
textedit = PMBaseEditor()
textedit.setLexer(CythonLexer(textedit))
initial_text = """
cdef public struct Vehicle:
int speed
float power
cdef api void activate(Vehicle *v):
if v.speed >= 88 and v.power >= 1.21:
print("Time travel achieved")
"""
textedit.setText(initial_text)
textedit.show()
app.exec_()

212
pmgwidgets/display/editor/ceditor.py
View File

@ -1,212 +0,0 @@
import sys
from PyQt5.QtWidgets import *
from PyQt5.QtCore import *
from PyQt5.QtGui import *
from PyQt5.Qsci import *
import re
class MyLexer(QsciLexerCustom):
def __init__(self, parent):
super(MyLexer, self).__init__(parent)
# Default text settings
# ----------------------
self.setDefaultColor(QColor("#ff000000"))
self.setDefaultPaper(QColor("#ffffffff"))
self.setDefaultFont(QFont("Consolas", 14))
# Initialize colors per style
# ----------------------------
self.setColor(QColor("#ff000000"), 0) # Style 0: black
self.setColor(QColor("#ff7f0000"), 1) # Style 1: red
self.setColor(QColor("#ff0000bf"), 2) # Style 2: blue
self.setColor(QColor("#ff007f00"), 3) # Style 3: green
# Initialize paper colors per style
# ----------------------------------
self.setPaper(QColor("#ffffffff"), 0) # Style 0: white
self.setPaper(QColor("#ffffffff"), 1) # Style 1: white
self.setPaper(QColor("#ffffffff"), 2) # Style 2: white
self.setPaper(QColor("#ffffffff"), 3) # Style 3: white
# Initialize fonts per style
# ---------------------------
self.setFont(QFont("Consolas", 14, weight=QFont.Bold), 0) # Style 0: Consolas 14pt
self.setFont(QFont("Consolas", 14, weight=QFont.Bold), 1) # Style 1: Consolas 14pt
self.setFont(QFont("Consolas", 14, weight=QFont.Bold), 2) # Style 2: Consolas 14pt
self.setFont(QFont("Consolas", 14, weight=QFont.Bold), 3) # Style 3: Consolas 14pt
def language(self):
return "SimpleLanguage"
def description(self, style):
if style == 0:
return "myStyle_0"
elif style == 1:
return "myStyle_1"
elif style == 2:
return "myStyle_2"
elif style == 3:
return "myStyle_3"
###
return ""
def styleText(self, start, end):
# 1. Initialize the styling procedure
# ------------------------------------
self.startStyling(start)
# 2. Slice out a part from the text
# ----------------------------------
text = self.parent().text()[start:end]
# 3. Tokenize the text
# ---------------------
p = re.compile(r"[*]\/|\/[*]|\s+|\w+|\W")
# 'token_list' is a list of tuples: (token_name, token_len)
token_list = [ (token, len(bytearray(token, "utf-8"))) for token in p.findall(text)]
# 4. Style the text
# ------------------
# 4.1 Check if multiline comment
multiline_comm_flag = False
editor = self.parent()
if start > 0:
previous_style_nr = editor.SendScintilla(editor.SCI_GETSTYLEAT, start - 1)
if previous_style_nr == 3:
multiline_comm_flag = True
# 4.2 Style the text in a loop
for i, token in enumerate(token_list):
if multiline_comm_flag:
self.setStyling(token[1], 3)
if token[0] == "*/":
multiline_comm_flag = False
else:
if token[0] in ["for", "while", "return", "int", "include"]:
# Red style
self.setStyling(token[1], 1)
elif token[0] in ["(", ")", "{", "}", "[", "]", "#"]:
# Blue style
self.setStyling(token[1], 2)
elif token[0] == "/*":
multiline_comm_flag = True
self.setStyling(token[1], 3)
else:
# Default style
self.setStyling(token[1], 0)
myCodeSample = r"""#include <stdio.h>
/*
* This is a
* multiline
* comment */
int main()
{
char arr[5] = {'h', 'e', 'l', 'l', 'o'};
int i;
for(i = 0; i < 5; i++) {
printf(arr[i]);
}
return 0;
}""".replace("\n","\r\n")
class CEditor():
pass
class CustomMainWindow(QMainWindow):
def __init__(self):
super(CustomMainWindow, self).__init__()
# -------------------------------- #
# Window setup #
# -------------------------------- #
# 1. Define the geometry of the main window
# ------------------------------------------
self.setGeometry(300, 300, 800, 400)
self.setWindowTitle("QScintilla Test")
# 2. Create frame and layout
# ---------------------------
self.__frm = QFrame(self)
self.__frm.setStyleSheet("QWidget { background-color: #ffeaeaea }")
self.__lyt = QVBoxLayout()
self.__frm.setLayout(self.__lyt)
self.setCentralWidget(self.__frm)
self.__myFont = QFont()
self.__myFont.setPointSize(14)
# 3. Place a button
# ------------------
self.__btn = QPushButton("Qsci")
self.__btn.setFixedWidth(50)
self.__btn.setFixedHeight(50)
self.__btn.clicked.connect(self.__btn_action)
self.__btn.setFont(self.__myFont)
self.__lyt.addWidget(self.__btn)
# -------------------------------- #
# QScintilla editor setup #
# -------------------------------- #
# ! Make instance of QSciScintilla class!
# ----------------------------------------
self.__editor = QsciScintilla()
self.__editor.setText(myCodeSample) # 'myCodeSample' is a string containing some C-code
self.__editor.setLexer(None) # We install lexer later
self.__editor.setUtf8(True) # Set encoding to UTF-8
self.__editor.setFont(self.__myFont) # Gets overridden by lexer later on
# 1. Text wrapping
# -----------------
self.__editor.setWrapMode(QsciScintilla.WrapWord)
self.__editor.setWrapVisualFlags(QsciScintilla.WrapFlagByText)
self.__editor.setWrapIndentMode(QsciScintilla.WrapIndentIndented)
# 2. End-of-line mode
# --------------------
self.__editor.setEolMode(QsciScintilla.EolWindows)
self.__editor.setEolVisibility(False)
# 3. Indentation
# ---------------
self.__editor.setIndentationsUseTabs(False)
self.__editor.setTabWidth(4)
self.__editor.setIndentationGuides(True)
self.__editor.setTabIndents(True)
self.__editor.setAutoIndent(True)
# 4. Caret
# ---------
self.__editor.setCaretForegroundColor(QColor("#ff0000ff"))
self.__editor.setCaretLineVisible(True)
self.__editor.setCaretLineBackgroundColor(QColor("#1f0000ff"))
self.__editor.setCaretWidth(2)
# 5. Margins
# -----------
# Margin 0 = Line nr margin
self.__editor.setMarginType(0, QsciScintilla.NumberMargin)
self.__editor.setMarginWidth(0, "0000")
self.__editor.setMarginsForegroundColor(QColor("#ff888888"))
# -------------------------------- #
# Install lexer #
# -------------------------------- #
self.__lexer = MyLexer(self.__editor)
self.__editor.setLexer(self.__lexer)
# ! Add editor to layout !
# -------------------------
self.__lyt.addWidget(self.__editor)
self.show()
def __btn_action(self):
print("Hello World!")
if __name__ == '__main__':
app = QApplication(sys.argv)
QApplication.setStyle(QStyleFactory.create('Fusion'))
myGUI = CustomMainWindow()
sys.exit(app.exec_())

309
pmgwidgets/display/editor/lexers/cythonlexer.py
View File

@ -1,309 +0,0 @@
# Import the PyQt5 module with some of the GUI widgets
import keyword
import PyQt5.QtWidgets
# Import the QScintilla module
import PyQt5.Qsci
# Import Python's sys module needed to get the application arguments
import sys
import re
# Create a custom Nim lexer
class CythonLexer(PyQt5.Qsci.QsciLexerCustom):
styles = {
"Default": 0,
"Keyword": 1,
"Unsafe": 2,
"MultilineComment": 3,
}
keyword_list = keyword.kwlist + ['cdef', 'cpdef', 'cimport', 'enum', 'ctypedef', 'struct',
'extern', 'api', 'public', 'private']
unsafe_keyword_list = ['int', 'float', 'bool', 'void', 'double', 'long', 'unsigned', 'char'] +\
['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__build_class__', '__import__',
'abs', 'all', 'any', 'ascii', 'bin', 'breakpoint', 'callable', 'chr', 'compile',
'delattr', 'dir', 'divmod', 'eval', 'exec', 'format', 'getattr', 'globals', 'hasattr',
'hash', 'hex', 'id', 'input', 'isinstance', 'issubclass', 'iter', 'len', 'locals',
'max', 'min', 'next', 'oct', 'ord', 'pow', 'print',
'repr', 'round', 'setattr', 'sorted', 'sum', 'vars',
'None', 'Ellipsis',
'NotImplemented',
'False',
'True',
'bool',
'memoryview',
'bytearray',
'bytes',
'classmethod',
'complex',
'dict',
'enumerate',
'filter',
'float',
'frozenset',
'property',
'int',
'list',
'map',
'object',
'range',
'reversed',
'set',
'slice',
'staticmethod',
'str',
'super',
'tuple',
'type',
'zip',
'__debug__',
'BaseException',
'Exception',
'TypeError',
'StopAsyncIteration',
'StopIteration',
'GeneratorExit',
'SystemExit',
'KeyboardInterrupt',
'ImportError',
'ModuleNotFoundError',
'OSError',
'EnvironmentError',
'IOError',
'WindowsError',
'EOFError',
'RuntimeError',
'RecursionError',
'NotImplementedError',
'NameError',
'UnboundLocalError',
'AttributeError',
'SyntaxError',
'IndentationError',
'TabError',
'LookupError',
'IndexError',
'KeyError',
'ValueError',
'UnicodeError',
'UnicodeEncodeError',
'UnicodeDecodeError',
'UnicodeTranslateError',
'AssertionError',
'ArithmeticError',
'FloatingPointError',
'OverflowError',
'ZeroDivisionError',
'SystemError',
'ReferenceError',
'MemoryError',
'BufferError',
'Warning',
'UserWarning',
'DeprecationWarning',
'PendingDeprecationWarning',
'SyntaxWarning',
'RuntimeWarning',
'FutureWarning',
'ImportWarning',
'UnicodeWarning',
'BytesWarning',
'ResourceWarning',
'ConnectionError',
'BlockingIOError',
'BrokenPipeError',
'ChildProcessError',
'ConnectionAbortedError',
'ConnectionRefusedError',
'ConnectionResetError',
'FileExistsError',
'FileNotFoundError',
'IsADirectoryError',
'NotADirectoryError',
'InterruptedError',
'PermissionError',
'ProcessLookupError',
'TimeoutError',
'open',
'copyright',
'credits',
'license',
'help',
'execfile',
'runfile',
'__IPYTHON__',
'display',
'get_ipython']
def __init__(self, parent=None):
# Initialize superclass
super().__init__(parent)
assert isinstance(parent,PyQt5.Qsci.QsciScintilla)
self.setEditor(parent)
# Set the default style values
self.setDefaultColor(PyQt5.QtGui.QColor(0x00, 0x00, 0x00))
self.setDefaultPaper(PyQt5.QtGui.QColor(0xff, 0xff, 0xff))
self.setDefaultFont(PyQt5.QtGui.QFont("Courier", 8))
# Initialize all style colors
self.init_colors()
# Init the fonts
for i in range(len(self.styles)):
if i == self.styles["Keyword"]:
# Make keywords bold
self.setFont(PyQt5.QtGui.QFont("Courier", 8, weight=PyQt5.QtGui.QFont.Black), i)
else:
self.setFont(PyQt5.QtGui.QFont("Courier", 8), i)
# Set the Keywords style to be clickable with hotspots
# using the scintilla low level messaging system
parent.SendScintilla(
PyQt5.Qsci.QsciScintillaBase.SCI_STYLESETHOTSPOT,
self.styles["Keyword"],
True
)
parent.SendScintilla(
PyQt5.Qsci.QsciScintillaBase.SCI_SETHOTSPOTACTIVEFORE,
True,
PyQt5.QtGui.QColor(0x00, 0x7f, 0xff)
)
parent.SendScintilla(
PyQt5.Qsci.QsciScintillaBase.SCI_SETHOTSPOTACTIVEUNDERLINE, True
)
# Define a hotspot click function
def hotspot_click(position, modifiers):
"""
Simple example for getting the clicked token
"""
text = parent.text()
delimiters = [
'(', ')', '[', ']', '{', '}', ' ', '.', ',', ';', '-',
'+', '=', '/', '*', '#'
]
start = 0
end = 0
for i in range(position + 1, len(text)):
if text[i] in delimiters:
end = i
break
for i in range(position, -1, -1):
if text[i] in delimiters:
start = i
break
clicked_token = text[start:end].strip()
# Print the token and replace it with the string "CLICK"
print("'" + clicked_token + "'")
parent.setSelection(0, start + 1, 0, end)
# parent.replaceSelectedText("CLICK")
# Attach the hotspot click signal to a predefined function
parent.SCN_HOTSPOTCLICK.connect(hotspot_click)
self.cython_imported = False
def init_colors(self):
# Font color
self.setColor(PyQt5.QtGui.QColor(0x00, 0x00, 0x00), self.styles["Default"])
self.setColor(PyQt5.QtGui.QColor(0x00, 0x00, 0x7f), self.styles["Keyword"])
self.setColor(PyQt5.QtGui.QColor(0x7f, 0x00, 0x00), self.styles["Unsafe"])
self.setColor(PyQt5.QtGui.QColor(0x7f, 0x7f, 0x00), self.styles["MultilineComment"])
# Paper color
for i in range(len(self.styles)):
self.setPaper(PyQt5.QtGui.QColor(0xff, 0xff, 0xff), i)
def language(self):
return "Python"
# def lexer(self) -> str:
# return 'Python'
def description(self, style):
if style < len(self.styles):
description = "Custom lexer for the Nim programming languages"
else:
description = ""
return description
def styleText(self, start, end):
if self.cython_imported == True:
self.cython_module.cython_style_text(start, end, self, self.parent())
else:
# Initialize the styling
self.startStyling(start)
# Tokenize the text that needs to be styled using regular expressions.
# To style a sequence of characters you need to know the length of the sequence
# and which style you wish to apply to the sequence. It is up to the implementer
# to figure out which style the sequence belongs to.
# THE PROCEDURE SHOWN BELOW IS JUST ONE OF MANY!
splitter = re.compile(r"(\{\.|\.\}|\#|\'|\"\"\"|\n|\s+|\w+|\W)")
# Scintilla works with bytes, so we have to adjust the start and end boundaries.
# Like all Qt objects the lexers parent is the QScintilla editor.
text = bytearray(self.parent().text(), "utf-8")[start:end].decode("utf-8")
tokens = [
(token, len(bytearray(token, "utf-8")))
for token in splitter.findall(text)
]
# Multiline styles
multiline_comment_flag = False
# Check previous style for a multiline style
editor = self.editor()
if start != 0:
previous_style = editor.SendScintilla(editor.SCI_GETSTYLEAT, start - 1)
if previous_style == self.styles["MultilineComment"]:
multiline_comment_flag = True
# Style the text in a loop
for i, token in enumerate(tokens):
if multiline_comment_flag == False and token[0] == "#" and tokens[i + 1][0] == "[":
# Start of a multiline comment
self.setStyling(token[1], self.styles["MultilineComment"])
# Set the multiline comment flag
multiline_comment_flag = True
elif multiline_comment_flag == True:
# Multiline comment flag is set
self.setStyling(token[1], self.styles["MultilineComment"])
# Check if a multiline comment ends
if token[0] == "#" and tokens[i - 1][0] == "]":
multiline_comment_flag = False
elif token[0] in self.keyword_list:
# Keyword
self.setStyling(token[1], self.styles["Keyword"])
elif token[0] in self.unsafe_keyword_list:
# Keyword
self.setStyling(token[1], self.styles["Unsafe"])
else:
# Style with the default style
self.setStyling(token[1], self.styles["Default"])
if __name__ == '__main__':
# Create the main PyQt application object
application = PyQt5.QtWidgets.QApplication(sys.argv)
# Create a QScintila editor instance
editor = PyQt5.Qsci.QsciScintilla()
# Set the lexer to the custom Nim lexer
nim_lexer = CythonLexer(editor)
editor.setLexer(nim_lexer)
# Set the initial text
initial_text = """
cdef public struct Vehicle:
int speed
float power
cdef api void activate(Vehicle *v):
if v.speed >= 88 and v.power >= 1.21:
print("Time travel achieved")
"""
# Set the editor's text to something huge
editor.setText(initial_text)
# For the QScintilla editor to properly process events we need to add it to
# a QMainWindow object.
# main_window = PyQt5.QtWidgets.QMainWindow()
# # Set the central widget of the main window to be the editor
# main_window.setCentralWidget(editor)
# # Resize the main window and show it on the screen
# main_window.resize(800, 600)
# main_window.show()
editor.show()
# Execute the application
application.exec_()

185
pmgwidgets/flowchart/examples/flowchart_stat_demo.json
View File

@ -1,185 +0,0 @@
{ontinously_data_process.json
"nodes": {
"1": {
"text": "start",
"id": "1",
"pos": [
-435.0,
-90.0
],
"icon": "E:\\Python\\pyminer_bin\\PyMiner\\bin\\pmgwidgets\\flowchart\\icons\\logo.png",
"content": {
"code": "import time\ndef function(x=23):\r\n time.sleep(1)\n return [x]\n "
},
"input_ports": {
"1:input:1": {
"id": "1:input:1",
"pos": [
-430.0,
-50.0
],
"contents": {},
"text": "input"
}
},
"output_ports": {
"1:output:1": {
"id": "1:output:1",
"pos": [
-250.0,
-50.0
],
"contents": {},
"text": "port"
}
}
},
"3": {
"text": "x+y+z",
"id": "3",
"pos": [
245.0,
-80.0
],
"icon": "E:\\Python\\pyminer_bin\\PyMiner\\bin\\pmgwidgets\\flowchart\\icons\\logo.png",
"content": {
"code": "\nimport time\ndef function(x,y,z):\r\n time.sleep(1)\n return [x+y+z]\n "
},
"input_ports": {
"3:input:1": {
"id": "3:input:1",
"pos": [
250.0,
-60.0
],
"contents": {},
"text": "x"
},
"3:input:2": {
"id": "3:input:2",
"pos": [
250.0,
-40.0
],
"contents": {},
"text": "y"
},
"3:input:3": {
"id": "3:input:3",
"pos": [
250.0,
-20.0
],
"contents": {},
"text": "z"
}
},
"output_ports": {
"3:output:1": {
"id": "3:output:1",
"pos": [
430.0,
-40.0
],
"contents": {},
"text": "output"
}
}
},
"4": {
"text": "process\uff1ax+2",
"id": "4",
"pos": [
-100.0,
-185.0
],
"icon": "E:\\Python\\pyminer_bin\\PyMiner\\bin\\pmgwidgets\\flowchart\\icons\\logo.png",
"content": {
"code": "\nimport time\ndef function(x):\r\n time.sleep(1)\n return [x+2]\n "
},
"input_ports": {
"4:input:1": {
"id": "4:input:1",
"pos": [
-95.0,
-145.0
],
"contents": {},
"text": "x"
}
},
"output_ports": {
"4:output:1": {
"id": "4:output:1",
"pos": [
85.0,
-145.0
],
"contents": {},
"text": "x+2"
}
}
},
"5": {
"text": "process2:x=x*2",
"id": "5",
"pos": [
-120.0,
25.0
],
"icon": "E:\\Python\\pyminer_bin\\PyMiner\\bin\\pmgwidgets\\flowchart\\icons\\logo.png",
"content": {
"code": "\nimport time\ndef function(x):\r\n print(self)\r\n for i in range(100):\r\n self.signal_exec_doing.emit('doing')\r\n time.sleep(1)\n return [x*2]\n "
},
"input_ports": {
"5:input:1": {
"id": "5:input:1",
"pos": [
-115.0,
65.0
],
"contents": {},
"text": "x"
}
},
"output_ports": {
"5:output:1": {
"id": "5:output:1",
"pos": [
65.0,
65.0
],
"contents": {},
"text": "x*2"
}
}
}
},
"connections": [
{
"start_id": "1:output:1",
"end_id": "4:input:1",
"mid_positions": []
},
{
"start_id": "4:output:1",
"end_id": "3:input:1",
"mid_positions": []
},
{
"start_id": "1:output:1",
"end_id": "5:input:1",
"mid_positions": []
},
{
"start_id": "1:output:1",
"end_id": "3:input:2",
"mid_positions": []
},
{
"start_id": "5:output:1",
"end_id": "3:input:3",
"mid_positions": []
}
]
}

204
pmgwidgets/flowchart/flow_content.py
View File

@ -1,204 +0,0 @@
import json
import time
import copy
from PyQt5.QtCore import QObject, pyqtSignal
from typing import TYPE_CHECKING, Callable, List, Union, Tuple, Dict
if TYPE_CHECKING:
from pmgwidgets.flowchart.flow_node import Node
from pmgwidgets.flowchart.flowchart_widget import PMGraphicsScene
class FlowContentForFunction(QObject):
signal_exec_started = pyqtSignal(str)
signal_exec_doing = pyqtSignal(str)
signal_exec_finished = pyqtSignal(str)
signal_error_occurs = pyqtSignal(str)
def __init__(self, node):
super(FlowContentForFunction, self).__init__()
self.ports_changable = [False, False]
self.input_args = []
self.results = []
self.node: 'Node' = node
self.node.content = self
self.code: str = None
self.params: List[Union[Tuple, int, float, str]] = []
self.func: Callable = None
self.input_port_indices: List[List] = []
self.vars: Dict[str, Union[int, str, float, object]] = {}
def format_param(self) -> str:
keys = list(self.vars.keys())
if len(keys) == 1:
return str(self.vars[keys[0]])
else:
try:
return json.dumps(self.vars, indent=4)
except:
return str(self.vars)
def set_params(self, params: Union[str]):
try:
if isinstance(params, str):
params = eval(params)
if isinstance(params, list):
self.params = params
for i in range(len(params)):
self.params[i] = tuple(self.params[i])
param_name = self.params[i][1]
param_obj = self.params[i][3]
self.vars[param_name] = param_obj
self.node.display_internal_values(self.format_param())
except:
import traceback
traceback.print_exc()
def set_function(self, function_def: str = None, func_name: str = None):
import time
t1 = time.time()
self.code: str = function_def
g = globals()
g.update(self.vars)
exec(self.code, g)
self.func: Callable = globals().get(func_name)
t2 = time.time()
def refresh_input_port_indices(self):
input_port_list = [p.get_connected_port()[0] for p in self.node.input_ports if len(p.get_connected_port()) > 0]
self.input_port_indices = []
try:
for p in input_port_list:
index = p.node.get_port_index(p)
self.input_port_indices.append([p, index])
except:
import traceback
traceback.print_exc()
self.signal_error_occurs.emit('')
return
def get_settings_params(self):
return self.params
def update_settings(self, settings_dic: dict):
print(self.params)
# self.ports_changable[0]= settings_dic['inputs_changeable']
# self.ports_changable[1]= settings_dic['outputs_changeable']
for i, tup in enumerate(self.params):
param_name = tup[1]
l = list(self.params[i])
l[3] = settings_dic[param_name]
self.params[i] = tuple(l)
self.vars[param_name] = settings_dic[param_name]
self.node.display_internal_values(self.format_param())
def _process(self, input_args: list = None):
if input_args is None:
input_args = []
try:
for p, index in self.input_port_indices:
val = p.node.content.results[index]
val = copy.deepcopy(val)
input_args.append(val)
except:
import traceback
traceback.print_exc()
self.signal_error_occurs.emit('')
return
self.input_args = input_args
self.signal_exec_started.emit('started')
if not isinstance(input_args, list):
self.signal_error_occurs.emit('input list is not instance of list')
return None
t1 = time.time()
try:
result = self.process(*input_args)
except:
import traceback
exc = traceback.format_exc()
self.signal_error_occurs.emit('Module:%s\nInfo:%s' % (self.node.text, exc))
return None
self.results = copy.deepcopy(result)
next_content = self.get_next_content()
# self.signal_exec_finished.emit(
# 'finished\ninput value:%s\noutput value:%s' % (repr(input_list), repr(self.results)))
self.signal_exec_finished.emit('finished')
if next_content is None:
return
else:
next_content._process()
def dump(self):
return {'code': self.code, 'type': 'function', 'params': self.params, 'ports_changable': self.ports_changable}
def process(self, *args):
assert self.func is not None
globals().update(self.vars)
return self.func(*args)
def get_next_content(self) -> 'FlowContentForFunction':
scene: 'PMGraphicsScene' = self.node.base_rect.scene()
scene.node_index_to_execute += 1
node_index = scene.node_index_to_execute
if node_index >= len(scene.call_id_list):
scene.node_index_to_execute = 0
return None
node_id = scene.call_id_list[node_index]
return scene.find_node(node_id).content
class FlowContentEditableFunction(FlowContentForFunction):
def __init__(self, node, code: str = ''):
super().__init__(node)
self.ports_changable = [True, True]
self.input_args = []
self.results = []
self.node: 'Node' = node
self.node.content = self
if code == '':
code = """
import time
def function(x,y):
return y*2,x+2
"""
self.code = code
self.set_function(code, 'function')
def get_settings_params(self) -> List[Union[Tuple, List]]:
return [('text_edit', 'code', 'Input Python Code', self.code, 'python')]
def update_settings(self, settings_dic: dict):
self.code = settings_dic['code']
def process(self, *args):
globals().update({'self': self})
# exec(self.code, globals())
# return function(*args)
return self.func(*args)
def dump(self):
return {'code': self.code, 'type': 'custom_function'}
flowcontent_types = {'function': FlowContentForFunction,
'custom_function': FlowContentEditableFunction}
if __name__ == '__main__':
def process():
self = 123455
code = """
def function():
print(123)
"""
# locals().update({'self':self})
loc = locals()
exec(code)
print(loc['function'])
process()

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