semvec/pypi-packages huggingface dataset:
M-challenge 0.0.3
A tool for extracting data and reading csv into datafames details
License: MIT

# Data_Engineering Challenge

This is a task to retrieve publicly available data and perform analysis on that data using SQL.
The data were obtained through different means and format. The first dataset obtained from World Bank API is World Bank 
data which was extracted in a json format. The second dataset is a GDP data download from the source as .csv

Therefore, in this GitHub repo are three .py files or modules to handle the extraction, processing and staging the data
in a postgresql database.
A .sql file which contains all analysis done on data.

## Getting Started
1. data_grab.py - This module extracts the World Bank data, it cleans and saves the data in a both json and csv file for reference.
2. process_csv.py - This module reads the csv files and process (JOINS & converting to dataframe) before it is staged.
3. stage_data.py - Module handles the staging of data. It creates the tables and saves data to the database.
4. To begin;
   1. Make sure all csv files are downloaded and located in the same the directory the .py files are located.
   2. Run stage_data.py' run the script directly.
   3. A prompt to enter database password and host pops up.
5. Once the information is passed in, the process begins and the data is extracted and staged.
SAmino 1.6.3
Amino Bots with python!
License: MIT
Keywords: capture,captureScapture-bot,capture-chat,capture-lib,cptr,cptr.co,api,python,python3,python3.x,SirLez,sirlez,srlz,سيرلزbovonos,TexazSmileBovo,Marshall Amino,Texaz Amino,a7rf,A7RF,A7rf,bovonus,Amino,samino,samino pyS-Amino,samino,samino,samino-bot,samino-bots,samino-bot,ndc,narvii.apps,aminoapps,samino-py,samino,samino-bot,narvii,api,python,python3

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  <br>
  <a href="https://discord.gg/8R6YAmApdV"><img src="https://h.top4top.io/p_2088b2c5m1.jpg" width="700"></a>
  <br>
</h1>

## More Info About Use -> [Pysc Overall Discord](https://discord.gg/8R6YAmApdV)

### What is this lib?
Python API to easily connect Amino servers

### How to install?
`pip install SAmino`
- **FOCUS!:** type `SAmino` **Not** `Amino`

### API Reference documentation
Soon...

**CR**: SirLez

**New**: Added more socket functions!
simplelayoutpiglet94 0.0.8
A small study package
License: MIT
Requires Python: >=3.0

[![Open in Visual Studio Code](https://classroom.github.com/assets/open-in-vscode-f059dc9a6f8d3a56e377f745f24479a46679e63a5d9fe6f495e02850cd0d8118.svg)](https://classroom.github.com/online_ide?assignment_repo_id=6382484&assignment_repo_type=AssignmentRepo)
# 3-simplelayout-package

## 简介

- 本次作业将大家完成的数据生成器进行打包，可供 pip 进行安装，发布到 [PyPI](https://pypi.org/)。同时使用 Sphinx 构建文档，发布到 [Read the Docs](https://readthedocs.org/)。


>**Sphinx** is a powerful documentation generator that has many great features for writing technical documentation including:
>- Generate web pages, printable PDFs, documents for e-readers (ePub), and more all from the same sources
>- You can use reStructuredText or Markdown to write documentation
>- An extensive system of cross-referencing code and documentation
>- Syntax highlighted code samples
>- A vibrant ecosystem of first and third-party extensions

- Python 生态的文档大都以 Sphinx 进行发布，例如 [Python 自身的官方文档](https://docs.python.org/3/)、[Pytorch 文档](https://pytorch.org/docs/stable/index.html) 等等。

- [Read the Docs](https://readthedocs.org/) 是一个可以自动化托管 Sphinx 文档的网站。

- Read the Docs 有上手教程，[参考](https://docs.readthedocs.io/en/stable/intro/getting-started-with-sphinx.html)。

## 要求

- 将个人完成的 `2-simplelayout-generator` 项目中的 `simplelayout` 目录复制到本次作业的 `src` 目录下。
- 编写 `setup.py`
  - 参考[官方文档](https://docs.python.org/3/distributing/index.html#reading-the-python-packaging-user-guide)，与 [Packaging and distributing projects](https://packaging.python.org/guides/distributing-packages-using-setuptools/)，正确配置 `setuptools.setup()`，确保能被 `pip` 正确安装，要求
    - package 名称设置为 `simplelayout-github账号名`
    - 正确包含 `src/simplelayout` 这个 package
    - `install_requires` 包含 `simplelayout` 的相关依赖
    - 正确配置 `entry_points`，使命令 `simplelayout` 对应 `simplelayout/__main__.py` 中的 `main()` 函数
- 参考 [文档](https://packaging.python.org/guides/distributing-packages-using-setuptools/#packaging-your-project)，正确打包
- 参考 [文档](https://packaging.python.org/guides/distributing-packages-using-setuptools/#id77)，正确上传到 PyPI
- 根据[参考教程](https://docs.readthedocs.io/en/stable/intro/getting-started-with-sphinx.html)，创建 `docs` 目录，并创建 `Sphinx` 项目。
  - 在执行 `sphinx-quickstart` 时输入相关信息
  - Sphinx 默认使用 rst 格式（[reStructuredText](https://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html) ）编写文档，可进行配置使用 [Markdown](https://docs.readthedocs.io/en/stable/intro/getting-started-with-sphinx.html#using-markdown-with-sphinx) 进行文档编写。
  - 选做：[参考](https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html) 配置 autodoc、napoleon 插件，自动生成 simplelayout 中的 docstring API。
  - 在本地生成正确的 Sphinx 文档
- 注册 [Read the Docs](https://readthedocs.org/)，将个人仓库中的文档正确托管
- 将个人项目 PyPI 仓库的链接、read the docs 链接以评论的方式发在 `Feedback` 上

## 注意

本次作业的在线测试分为以下部分：
1. 测试能否正确执行
  ```
  pip install .
  ```
  分值：1 分
1. 测试能否正确执行
  ```
  pip install .
  simplelayout -h
  ```
  分值：1 分

以上测试通过后，会在 `Feedback` 中打印相关信息（包括 PyPI 链接，生成图片），但不会对 `PyPI`、`Read the Docs` 自动测试