<table>
<tr>
<td>License</td>
<td><img src='https://img.shields.io/pypi/l/pydude.svg?style=for-the-badge' alt="License"></td>
<td>Version</td>
<td><img src='https://img.shields.io/pypi/v/pydude.svg?logo=pypi&style=for-the-badge' alt="Version"></td>
</tr>
<tr>
<td>Github Actions</td>
<td><img src='https://img.shields.io/github/actions/workflow/status/roniemartinez/dude/python.yml?branch=master&label=actions&logo=github%20actions&style=for-the-badge' alt="Github Actions"></td>
<td>Coverage</td>
<td><img src='https://img.shields.io/codecov/c/github/roniemartinez/dude/master?label=codecov&logo=codecov&style=for-the-badge' alt="CodeCov"></td>
</tr>
<tr>
<td>Supported versions</td>
<td><img src='https://img.shields.io/pypi/pyversions/pydude.svg?logo=python&style=for-the-badge' alt="Python Versions"></td>
<td>Wheel</td>
<td><img src='https://img.shields.io/pypi/wheel/pydude.svg?style=for-the-badge' alt="Wheel"></td>
</tr>
<tr>
<td>Status</td>
<td><img src='https://img.shields.io/pypi/status/pydude.svg?style=for-the-badge' alt="Status"></td>
<td>Downloads</td>
<td><img src='https://img.shields.io/pypi/dm/pydude.svg?style=for-the-badge' alt="Downloads"></td>
</tr>
<tr>
<td>All Contributors</td>
<td><a href="#contributors-"><img src='https://img.shields.io/github/all-contributors/roniemartinez/dude?style=for-the-badge' alt="All Contributors"></a></td>
</tr>
</table>
# dude uncomplicated data extraction
Dude is a very simple framework for writing web scrapers using Python decorators.
The design, inspired by [Flask](https://github.com/pallets/flask), was to easily build a web scraper in just a few lines of code.
Dude has an easy-to-learn syntax.
> 🚨 Dude is currently in Pre-Alpha. Please expect breaking changes.
## Installation
To install, simply run the following from terminal.
```bash
pip install pydude
playwright install # Install playwright binaries for Chrome, Firefox and Webkit.
```
## Minimal web scraper
The simplest web scraper will look like this:
```python
from dude import select
@select(css="a")
def get_link(element):
return {"url": element.get_attribute("href")}
```
The example above will get all the [hyperlink](https://en.wikipedia.org/wiki/Hyperlink#HTML) elements in a page and calls the handler function `get_link()` for each element.
## How to run the scraper
You can run your scraper from terminal/shell/command-line by supplying URLs, the output filename of your choice and the paths to your python scripts to `dude scrape` command.
```bash
dude scrape --url "<url>" --output data.json path/to/script.py
```
The output in `data.json` should contain the actual URL and the metadata prepended with underscore.
```json5
[
{
"_page_number": 1,
"_page_url": "https://dude.ron.sh/",
"_group_id": 4502003824,
"_group_index": 0,
"_element_index": 0,
"url": "/url-1.html"
},
{
"_page_number": 1,
"_page_url": "https://dude.ron.sh/",
"_group_id": 4502003824,
"_group_index": 0,
"_element_index": 1,
"url": "/url-2.html"
},
{
"_page_number": 1,
"_page_url": "https://dude.ron.sh/",
"_group_id": 4502003824,
"_group_index": 0,
"_element_index": 2,
"url": "/url-3.html"
}
]
```
Changing the output to `--output data.csv` should result in the following CSV content.
## Features
- Simple [Flask](https://github.com/pallets/flask)-inspired design - build a scraper with decorators.
- Uses [Playwright](https://playwright.dev/python/) API - run your scraper in Chrome, Firefox and Webkit and leverage Playwright's powerful selector engine supporting CSS, XPath, text, regex, etc.
- Data grouping - group related results.
- URL pattern matching - run functions on matched URLs.
- Priority - reorder functions based on priority.
- Setup function - enable setup steps (clicking dialogs or login).
- Navigate function - enable navigation steps to move to other pages.
- Custom storage - option to save data to other formats or database.
- Async support - write async handlers.
- Option to use other parser backends aside from Playwright.
- [BeautifulSoup4](https://roniemartinez.github.io/dude/advanced/09_beautifulsoup4.html) - `pip install pydude[bs4]`
- [Parsel](https://roniemartinez.github.io/dude/advanced/10_parsel.html) - `pip install pydude[parsel]`
- [lxml](https://roniemartinez.github.io/dude/advanced/11_lxml.html) - `pip install pydude[lxml]`
- [Selenium](https://roniemartinez.github.io/dude/advanced/13_selenium.html) - `pip install pydude[selenium]`
- Option to follow all links indefinitely (Crawler/Spider).
- Events - attach functions to startup, pre-setup, post-setup and shutdown events.
- Option to save data on every page.
## Supported Parser Backends
By default, Dude uses Playwright but gives you an option to use parser backends that you are familiar with.
It is possible to use parser backends like
[BeautifulSoup4](https://roniemartinez.github.io/dude/advanced/09_beautifulsoup4.html),
[Parsel](https://roniemartinez.github.io/dude/advanced/10_parsel.html),
[lxml](https://roniemartinez.github.io/dude/advanced/11_lxml.html),
and [Selenium](https://roniemartinez.github.io/dude/advanced/13_selenium.html).
Here is the summary of features supported by each parser backend.
<table>
<thead>
<tr>
<td rowspan="2" style='text-align:center;'>Parser Backend</td>
<td rowspan="2" style='text-align:center;'>Supports<br>Sync?</td>
<td rowspan="2" style='text-align:center;'>Supports<br>Async?</td>
<td colspan="4" style='text-align:center;'>Selectors</td>
<td rowspan="2" style='text-align:center;'><a href="https://roniemartinez.github.io/dude/advanced/01_setup.html">Setup<br>Handler</a></td>
<td rowspan="2" style='text-align:center;'><a href="https://roniemartinez.github.io/dude/advanced/02_navigate.html">Navigate<br>Handler</a></td>
<td rowspan="2" style='text-align:center;'>Comments</td>
</tr>
<tr>
<td>CSS</td>
<td>XPath</td>
<td>Text</td>
<td>Regex</td>
</tr>
</thead>
<tbody>
<tr>
<td>Playwright</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td></td>
</tr>
<tr>
<td>BeautifulSoup4</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>🚫</td>
<td>🚫</td>
<td>🚫</td>
<td>🚫</td>
<td>🚫</td>
<td></td>
</tr>
<tr>
<td>Parsel</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>🚫</td>
<td>🚫</td>
<td></td>
</tr>
<tr>
<td>lxml</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>🚫</td>
<td>🚫</td>
<td></td>
</tr>
<tr>
<td>Pyppeteer</td>
<td>🚫</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>🚫</td>
<td>✅</td>
<td>✅</td>
<td>Not supported from 0.23.0</td>
</tr>
<tr>
<td>Selenium</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
<td>🚫</td>
<td>✅</td>
<td>✅</td>
<td></td>
</tr>
</tbody>
</table>
## Using the Docker image
Pull the docker image using the following command.
```console
docker pull roniemartinez/dude
```
Assuming that `script.py` exist in the current directory, run Dude using the following command.
```console
docker run -it --rm -v "$PWD":/code roniemartinez/dude dude scrape --url <url> script.py
```
## Documentation
Read the complete documentation at [https://roniemartinez.github.io/dude/](https://roniemartinez.github.io/dude/).
All the advanced and useful features are documented there.
## Requirements
- ✅ Any dude should know how to work with selectors (CSS or XPath).
- ✅ Familiarity with any backends that you love (see [Supported Parser Backends](#supported-parser-backends))
- ✅ Python decorators... you'll live, dude!
## Why name this project "dude"?
- ✅ A [Recursive acronym](https://en.wikipedia.org/wiki/Recursive_acronym) looks nice.
- ✅ Adding "uncomplicated" (like [`ufw`](https://wiki.ubuntu.com/UncomplicatedFirewall)) into the name says it is a very simple framework.
- ✅ Puns! I also think that if you want to do web scraping, there's probably some random dude around the corner who can make it very easy for you to start with it. 😊
## Author
[Ronie Martinez](mailto:ronmarti18@gmail.com)
## Contributors ✨
Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):
<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
<tr>
<td align="center"><a href="https://ron.sh"><img src="https://avatars.githubusercontent.com/u/2573537?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Ronie Martinez</b></sub></a><br /><a href="#maintenance-roniemartinez" title="Maintenance">🚧</a> <a href="https://github.com/roniemartinez/dude/commits?author=roniemartinez" title="Code">💻</a> <a href="https://github.com/roniemartinez/dude/commits?author=roniemartinez" title="Documentation">📖</a> <a href="#infra-roniemartinez" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
</tr>
</table>
<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->
<!-- ALL-CONTRIBUTORS-LIST:END -->
This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!
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"description": "<table>\n <tr>\n <td>License</td>\n <td><img src='https://img.shields.io/pypi/l/pydude.svg?style=for-the-badge' alt=\"License\"></td>\n <td>Version</td>\n <td><img src='https://img.shields.io/pypi/v/pydude.svg?logo=pypi&style=for-the-badge' alt=\"Version\"></td>\n </tr>\n <tr>\n <td>Github Actions</td>\n <td><img src='https://img.shields.io/github/actions/workflow/status/roniemartinez/dude/python.yml?branch=master&label=actions&logo=github%20actions&style=for-the-badge' alt=\"Github Actions\"></td>\n <td>Coverage</td>\n <td><img src='https://img.shields.io/codecov/c/github/roniemartinez/dude/master?label=codecov&logo=codecov&style=for-the-badge' alt=\"CodeCov\"></td>\n </tr>\n <tr>\n <td>Supported versions</td>\n <td><img src='https://img.shields.io/pypi/pyversions/pydude.svg?logo=python&style=for-the-badge' alt=\"Python Versions\"></td>\n <td>Wheel</td>\n <td><img src='https://img.shields.io/pypi/wheel/pydude.svg?style=for-the-badge' alt=\"Wheel\"></td>\n </tr>\n <tr>\n <td>Status</td>\n <td><img src='https://img.shields.io/pypi/status/pydude.svg?style=for-the-badge' alt=\"Status\"></td>\n <td>Downloads</td>\n <td><img src='https://img.shields.io/pypi/dm/pydude.svg?style=for-the-badge' alt=\"Downloads\"></td>\n </tr>\n <tr>\n <td>All Contributors</td>\n <td><a href=\"#contributors-\"><img src='https://img.shields.io/github/all-contributors/roniemartinez/dude?style=for-the-badge' alt=\"All Contributors\"></a></td>\n </tr>\n</table>\n\n# dude uncomplicated data extraction\n\nDude is a very simple framework for writing web scrapers using Python decorators.\nThe design, inspired by [Flask](https://github.com/pallets/flask), was to easily build a web scraper in just a few lines of code.\nDude has an easy-to-learn syntax.\n\n> \ud83d\udea8 Dude is currently in Pre-Alpha. Please expect breaking changes.\n\n## Installation\n\nTo install, simply run the following from terminal.\n\n```bash\npip install pydude\nplaywright install # Install playwright binaries for Chrome, Firefox and Webkit.\n```\n\n## Minimal web scraper\n\nThe simplest web scraper will look like this:\n\n```python\nfrom dude import select\n\n\n@select(css=\"a\")\ndef get_link(element):\n return {\"url\": element.get_attribute(\"href\")}\n```\n\nThe example above will get all the [hyperlink](https://en.wikipedia.org/wiki/Hyperlink#HTML) elements in a page and calls the handler function `get_link()` for each element.\n\n## How to run the scraper\n\nYou can run your scraper from terminal/shell/command-line by supplying URLs, the output filename of your choice and the paths to your python scripts to `dude scrape` command.\n\n```bash\ndude scrape --url \"<url>\" --output data.json path/to/script.py\n```\n\nThe output in `data.json` should contain the actual URL and the metadata prepended with underscore.\n\n```json5\n[\n {\n \"_page_number\": 1,\n \"_page_url\": \"https://dude.ron.sh/\",\n \"_group_id\": 4502003824,\n \"_group_index\": 0,\n \"_element_index\": 0,\n \"url\": \"/url-1.html\"\n },\n {\n \"_page_number\": 1,\n \"_page_url\": \"https://dude.ron.sh/\",\n \"_group_id\": 4502003824,\n \"_group_index\": 0,\n \"_element_index\": 1,\n \"url\": \"/url-2.html\"\n },\n {\n \"_page_number\": 1,\n \"_page_url\": \"https://dude.ron.sh/\",\n \"_group_id\": 4502003824,\n \"_group_index\": 0,\n \"_element_index\": 2,\n \"url\": \"/url-3.html\"\n }\n]\n```\n\nChanging the output to `--output data.csv` should result in the following CSV content.\n\n\n\n## Features\n\n- Simple [Flask](https://github.com/pallets/flask)-inspired design - build a scraper with decorators.\n- Uses [Playwright](https://playwright.dev/python/) API - run your scraper in Chrome, Firefox and Webkit and leverage Playwright's powerful selector engine supporting CSS, XPath, text, regex, etc.\n- Data grouping - group related results.\n- URL pattern matching - run functions on matched URLs.\n- Priority - reorder functions based on priority.\n- Setup function - enable setup steps (clicking dialogs or login).\n- Navigate function - enable navigation steps to move to other pages.\n- Custom storage - option to save data to other formats or database.\n- Async support - write async handlers.\n- Option to use other parser backends aside from Playwright.\n - [BeautifulSoup4](https://roniemartinez.github.io/dude/advanced/09_beautifulsoup4.html) - `pip install pydude[bs4]`\n - [Parsel](https://roniemartinez.github.io/dude/advanced/10_parsel.html) - `pip install pydude[parsel]`\n - [lxml](https://roniemartinez.github.io/dude/advanced/11_lxml.html) - `pip install pydude[lxml]`\n - [Selenium](https://roniemartinez.github.io/dude/advanced/13_selenium.html) - `pip install pydude[selenium]`\n- Option to follow all links indefinitely (Crawler/Spider).\n- Events - attach functions to startup, pre-setup, post-setup and shutdown events.\n- Option to save data on every page.\n\n## Supported Parser Backends\n\nBy default, Dude uses Playwright but gives you an option to use parser backends that you are familiar with.\nIt is possible to use parser backends like \n[BeautifulSoup4](https://roniemartinez.github.io/dude/advanced/09_beautifulsoup4.html), \n[Parsel](https://roniemartinez.github.io/dude/advanced/10_parsel.html),\n[lxml](https://roniemartinez.github.io/dude/advanced/11_lxml.html),\nand [Selenium](https://roniemartinez.github.io/dude/advanced/13_selenium.html).\n\nHere is the summary of features supported by each parser backend.\n\n<table>\n<thead>\n <tr>\n <td rowspan=\"2\" style='text-align:center;'>Parser Backend</td>\n <td rowspan=\"2\" style='text-align:center;'>Supports<br>Sync?</td>\n <td rowspan=\"2\" style='text-align:center;'>Supports<br>Async?</td>\n <td colspan=\"4\" style='text-align:center;'>Selectors</td>\n <td rowspan=\"2\" style='text-align:center;'><a href=\"https://roniemartinez.github.io/dude/advanced/01_setup.html\">Setup<br>Handler</a></td>\n <td rowspan=\"2\" style='text-align:center;'><a href=\"https://roniemartinez.github.io/dude/advanced/02_navigate.html\">Navigate<br>Handler</a></td>\n <td rowspan=\"2\" style='text-align:center;'>Comments</td>\n </tr>\n <tr>\n <td>CSS</td>\n <td>XPath</td>\n <td>Text</td>\n <td>Regex</td>\n </tr>\n</thead>\n<tbody>\n <tr>\n <td>Playwright</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td></td>\n </tr>\n <tr>\n <td>BeautifulSoup4</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td></td>\n </tr>\n <tr>\n <td>Parsel</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td></td>\n </tr>\n <tr>\n <td>lxml</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\ud83d\udeab</td>\n <td>\ud83d\udeab</td>\n <td></td>\n </tr>\n <tr>\n <td>Pyppeteer</td>\n <td>\ud83d\udeab</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\ud83d\udeab</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>Not supported from 0.23.0</td>\n </tr>\n <tr>\n <td>Selenium</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td>\ud83d\udeab</td>\n <td>\u2705</td>\n <td>\u2705</td>\n <td></td>\n </tr>\n</tbody>\n</table>\n\n## Using the Docker image\n\nPull the docker image using the following command.\n\n```console\ndocker pull roniemartinez/dude\n```\n\nAssuming that `script.py` exist in the current directory, run Dude using the following command.\n\n```console\ndocker run -it --rm -v \"$PWD\":/code roniemartinez/dude dude scrape --url <url> script.py\n```\n\n## Documentation\n\nRead the complete documentation at [https://roniemartinez.github.io/dude/](https://roniemartinez.github.io/dude/).\nAll the advanced and useful features are documented there.\n\n## Requirements\n\n- \u2705 Any dude should know how to work with selectors (CSS or XPath).\n- \u2705 Familiarity with any backends that you love (see [Supported Parser Backends](#supported-parser-backends))\n- \u2705 Python decorators... you'll live, dude!\n\n## Why name this project \"dude\"?\n\n- \u2705 A [Recursive acronym](https://en.wikipedia.org/wiki/Recursive_acronym) looks nice.\n- \u2705 Adding \"uncomplicated\" (like [`ufw`](https://wiki.ubuntu.com/UncomplicatedFirewall)) into the name says it is a very simple framework. \n- \u2705 Puns! I also think that if you want to do web scraping, there's probably some random dude around the corner who can make it very easy for you to start with it. \ud83d\ude0a\n\n## Author\n\n[Ronie Martinez](mailto:ronmarti18@gmail.com)\n\n## Contributors \u2728\n\nThanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<table>\n <tr>\n <td align=\"center\"><a href=\"https://ron.sh\"><img src=\"https://avatars.githubusercontent.com/u/2573537?v=4?s=100\" width=\"100px;\" alt=\"\"/><br /><sub><b>Ronie Martinez</b></sub></a><br /><a href=\"#maintenance-roniemartinez\" title=\"Maintenance\">\ud83d\udea7</a> <a href=\"https://github.com/roniemartinez/dude/commits?author=roniemartinez\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/roniemartinez/dude/commits?author=roniemartinez\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#infra-roniemartinez\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n </tr>\n</table>\n\n<!-- markdownlint-restore -->\n<!-- prettier-ignore-end -->\n\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n\nThis project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. 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