github/awesome-kubernetes
1
0
Fork 0
mirror of https://github.com/nubenetes/awesome-kubernetes.git synced 2026-03-04 02:30:33 +00:00
Code Issues Packages Projects Releases Wiki Activity
Files
152052f486c2e9770401ca44d26ccb00974d84fb
awesome-kubernetes/docs/python.md
Inaki Fernandez 152052f486 june 27th
2021-06-27 22:05:39 +02:00

269 lines
29 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
# Python
- [Python Blogs and Forums](#python-blogs-and-forums)
- [Python docs](#python-docs)
- [Python Books](#python-books)
- [Python Django Framework](#python-django-framework)
- [Python Flask Lightweight Framework (microframework)](#python-flask-lightweight-framework-microframework)
- [FastAPI](#fastapi)
- [Python pip and pip's wheel](#python-pip-and-pips-wheel)
- [Python Feature Flags](#python-feature-flags)
- [Python testing](#python-testing)
- [Data Science.](#data-science)
- [Python Pandas and pivot tables](#python-pandas-and-pivot-tables)
- [PandasDatabase](#pandasdatabase)
- [NumPy](#numpy)
- [Python standard library Modules and Code](#python-standard-library-modules-and-code)
- [Python and AWS](#python-and-aws)
- [Python Tools](#python-tools)
- [Web Scraping with Python](#web-scraping-with-python)
- [Jython](#jython)
- [Eclipse IDE](#eclipse-ide)
- [Python Libraries](#python-libraries)
- [Python Snippets](#python-snippets)
## Python Blogs and Forums
- [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python)
- [Learn Python 'subreddit'](https://www.reddit.com/r/learnpython)
- [reddit: python cheat sheet](https://www.reddit.com/r/learnpython/comments/3r2hsq/python_cheat_sheet/)
- [Full Stack Python is an open book that explains each Python web application stack layer and provides the best web resources for those topics](http://www.fullstackpython.com/)
- [Full Stack Python: Best Python Resources](http://www.fullstackpython.com/best-python-resources.html)
- [realpython.com](http://realpython.com)
- [LearnPython.org interactive Python tutorial](http://www.learnpython.org)
- [Dough Hellmann - Python, OpenStack and Open Source](https://doughellmann.com)
- [The docker-py repository: an API client for docker written in Python](http://docker-py.readthedocs.org)
- [Awesome Python. A curated list of awesome Python frameworks, libraries and software](https://github.com/vinta/awesome-python/)
- [Awesome Django. A curated list of awesome Django apps, projects and resources](https://gitlab.com/rosarior/awesome-django)
- [pyvideo.org](http://pyvideo.org)
- [Talk Python To Me Podcast](http://talkpython.fm)
- [Transcript for Episode #39: Getting your first dev job as a Python developer (part 1)](http://talkpython.fm/episodes/transcript/39/getting-your-first-dev-job-as-a-python-developer-part-1)
- [Microsoft: Python Engineering](https://blogs.msdn.microsoft.com/pythonengineering/)
- [blog.pythonlibrary.org 🌟](http://www.blog.pythonlibrary.org/)
- [nixCraft: Python Execute Unix/Linux Command Examples 🌟](http://www.cyberciti.biz/faq/python-execute-unix-linux-command-examples/)
- [fedoralovespython.org 🌟](https://fedoralovespython.org/)
## Python docs
- [Python progression path - From apprentice to guru](https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru)
- [reddit: Why Python](https://www.reddit.com/r/Python/comments/3ylxmk/why_python/)
- [Python Anti-Patterns. The Little Book of Python Anti-Patterns and Worst Practice](http://docs.quantifiedcode.com/python-code-patterns/)
- [Setting up Python on OSX: UPDATED](http://staticnat.com/setting-up-python-on-osx/)
- [Python 3.4 Programming Tutorials - YouTube](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_)
- [Python mini-course](http://ai.berkeley.edu/tutorial.html#PythonBasics)
- [Web Development using Python & Django](https://www.mysliderule.com/learning-paths/web-development-python-django/)
- [A beginner's guide to web development with Python 2.7 / Django 1.7](http://www.tangowithdjango.com/)
- [I wish I knew these things when I learned Python](http://bugra.github.io/work/notes/2015-01-03/i-wish-i-knew-these-things-when-i-first-learned-python/)
- [The Bottom-Line Single Main Difference Between Python 2 and 3](http://migrateup.com/main-difference-python-3/)
- [15 Essential Python Interview Questions](https://www.codementor.io/python/tutorial/essential-python-interview-questions)
- [Python mini-quiz](http://www.mypythonquiz.com/)
- [How do you handle the ORM problem? When do you say YES or NO to using ORM?](http://www.vertabelo.com/blog/technical-articles/orms-under-the-hood)
- [Don't Make Us Say We Told You So: virtualenv for New Pythonistas](http://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for)
- [commandlinefu.com: pip install into current directory without virtualenv](http://www.commandlinefu.com/commands/view/17656/pip-install-into-current-directory-without-virtualenv)
- [Java Vs. Python - Which Programming Language is More Productive? - Infographic](http://blogs.perceptionsystem.com/infographic/java-vs-python-programming-language-productive)
- [Talk Python To Me Podcast. Episode #36: Python IDEs with the PyCharm team](http://talkpython.fm/episodes/show/36/python-ides-with-the-pycharm-team)
- [My top 5 ‘new’ Python modules of 2015](http://blog.rtwilson.com/my-top-5-new-python-modules-of-2015/)
- [reddit.com: Modules every python developer should know](https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know/)
- [reddit.com: My thoughts about moving from Python 2.7 to Python 3.x](https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_python_27_to_python/)
- [Why Python 3 exists](http://www.snarky.ca/why-python-3-exists)
- [stackoverflow: Create dictionary from splitted strings from list of strings](http://stackoverflow.com/questions/34319156/create-dictionary-from-splitted-strings-from-list-of-strings)
- [Yagmail: Python e-mail library](https://github.com/kootenpv/yagmail)
- [How To Deadlock Your Python With getaddrinfo()](https://emptysqua.re/blog/getaddrinfo-deadlock/)
- [New String Formatting in Python 3.6](https://zerokspot.com/weblog/2015/12/31/new-string-formatting-in-python/)
- [en.wikibooks.org: Python Programming](https://upload.wikimedia.org/wikipedia/commons/9/91/Python_Programming.pdf)
- [tqdm: Instantly make your python loops show a progress meter - just wrap any iterator with "tqdm(iterator)", and you're done!](https://github.com/noamraph/tqdm)
- [If you don't like exceptions, you don't like Python](http://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-you-dont.html)
- [Stop writing code that will break on Python 4!](http://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code/) With the end of support for Python 2 on the horizon (in 2020), many package developers have made their packages compatible with both Python 2 and Python 3.
- [github: Python3 in one pic](https://github.com/coodict/python3-in-one-pic)
- [reddit.com: Functions vs. Classes](https://www.reddit.com/r/learnpython/comments/40rieo/functions_vs_classes/)
- [Complexity of Python Operations](https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt)
- [reddit.com: Multiprocessing vs Threading?](https://www.reddit.com/r/learnpython/comments/418z8b/multiprocessing_vs_threading/)
- [Python Threads and the Global Interpreter Lock](http://jessenoller.com/blog/2009/02/01/python-threads-and-the-global-interpreter-lock)
- [devbattles.com: Python list. Functions and Methods lists](http://www.devbattles.com/en/sand/post-1754-Python_list_Functions_and_Methods_lists)
- [devbattles.com: Python: sorting lists by .sort () with - in simple words](http://www.devbattles.com/en/sand/post-1752-Python_sorting_lists_by_sort__with__in_simple_words)
- [Create a GUI Application Using Qt and Python in Minutes: Example Web Browser](http://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser)
- [Python command line oneliners](http://www.vurt.ru/2013/02/python-command-line-oneliners)
- ["Learn Python" Overtakes "Learn Java" on Google Trends 🌟](https://dzone.com/articles/learn-python-overtakes-learn-java)
- [Python gains the upper hand against Perl, PHP, and Ruby](http://www.infoworld.com/article/3029681/java/python-gains-the-upper-hand-against-perl-php-and-ruby.html)
- [Python FAQ: Why should I use Python 3? 🌟](https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3/)
- [stackoverflow: Problems installing python3 on RHEL 🌟](http://stackoverflow.com/questions/8087184/problems-installing-python3-on-rhel)
- [PEP 8 Cheatsheet 🌟](https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009)
- [Lists vs. Tuples](http://nedbatchelder.com/blog/201608/lists_vs_tuples.html) A common beginner Python question: what's the difference between a list and a tuple?
- [linuxconfig.org: python tuples 🌟](https://linuxconfig.org/python-tuples)
- [digitalocean.com: How To Use the Python Map Function 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function)
- [thenextweb.com: 6 practical tricks every Python developer should have](https://thenextweb.com/readme/2020/09/23/6-practical-tricks-every-python-developer-should-have/)
- [dzone: Best of DZone: Python 🌟](https://dzone.com/articles/best-of-dzone-python)
- [digitalocean.com: How To Code in Python 3 🌟](https://www.digitalocean.com/community/tutorial_series/how-to-code-in-python-3)
- [towardsdatascience.com: Top 11 Github Repositories to Learn Python 🌟](https://towardsdatascience.com/top-11-github-repositories-to-learn-python-e75e8676757a) Popular GitHub repositories for learning Python
- [tryolabs.com: Top 10 Python libraries of 2020](https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020/)
- [blog.logrocket.com: Django REST framework alternatives](https://blog.logrocket.com/django-rest-framework-alternatives/)
- [towardsdatascience.com: Unexpected Size of Python Objects in Memory](https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f) How much memory does a Python object take on memory?
- [learnsteps.com: DevOps Interview Questions: Important Python questions](https://www.learnsteps.com/devops-interview-questions-important-python-questions/)
- [aigents.co: Data Structures and Python 🌟](https://aigents.co/blog/coding-tutorial/data-structures-and-python)
- [doppler.com: Using Environment Variables in Python for App Configuration 🌟](https://doppler.com/blog/environment-variables-in-python) Learn how experienced developers use environment variables in Python, including managing default values and typecasting.
- [src-r-r.github.io: How To Property Set Up Python Logging With A Command Line Program](https://src-r-r.github.io/articles/how_to_log_with_a_python_cli_program/)
- [realpython.com: Python Microservices With gRPC 🌟](https://realpython.com/python-microservices-grpc/)
- [dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager](https://dashbird.io/blog/aws-secrets-manager-python/)
- [freecodecamp.org: The Python Handbook 🌟](https://www.freecodecamp.org/news/the-python-handbook/)
- [towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python Pandas](https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15)
- [towardsdatascience.com: All The Important Features and Changes in Python 3.10](https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf)
- [towardsdatascience.com: Data Preprocessing in Python Pandas — Part 6 Dropping Duplicates](https://towardsdatascience.com/data-preprocessing-in-python-pandas-part-6-dropping-duplicates-e35e46bcc9d6) A quick tutorial to drop duplicates using the Python Pandas library.
- [antonz.org: How to make an awesome Python package in 2021](https://antonz.org/python-packaging/)
- [freecodecamp.org: Python Map Function – How to Map a List in Python 3.0, With Example Code](https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code/)
- [betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners](https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-beginners-313575312dcf)
- [analyticsindiamag.com: Object-Oriented Programming with Python](https://analyticsindiamag.com/object-oriented-programming-python/)
- [towardsdatascience.com: Python loops: Some beginner-friendly looping challenges](https://towardsdatascience.com/python-loops-some-beginner-friendly-looping-challenge-e112fa606493) Looping through lists, tuples, dictionaries and strings.
- [lambdatest.com: Python Tutorial 🌟](https://www.lambdatest.com/learning-hub/python-tutorial)
- [analyticsvidhya.com: Top Online Platforms to Learn Python](https://www.analyticsvidhya.com/blog/2021/04/top-online-platforms-to-learn-python/)
- [towardsdatascience.com: Master Label Processing In Python](https://towardsdatascience.com/essential-python-string-processing-techniques-aa5be43a4f1f) The full tutorial on working with string-type data in Python.
- [towardsdatascience.com: There is more to ‘pandas.read_csv()’ than meets the eye](https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03) A deep dive into some of the parameters of the read_csv function in pandas
- [blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python 🌟](http://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python/)
- [towardsdatascience.com: Concurrency and Parallelism in Python](https://towardsdatascience.com/concurrency-and-parallelism-in-python-bbd7af8c6625)
- [pythonsimplified.com: Introduction to Python Sequence Types 🌟](https://pythonsimplified.com/python-sequence-types-an-introduction/)
- [pub.towardsai.net: OPs Concept in Python](https://pub.towardsai.net/oops-concept-in-python-b5f5833d57db) OOPs is a highly efficient way of writing a program
- [developers.redhat.com: micropipenv: Installing Python dependencies in containerized applications 🌟](https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications)
- [pythonsimplified.com: Python List Vs Tuple 🌟](https://pythonsimplified.com/python-list-vs-tuple/)
- [opensource.com: Make your API better with this positional trick from Python 3.8](https://opensource.com/article/21/5/python-38-features) Explore positional-only parameters and two other underutilized but still useful Python features.
- [trstringer.com: Debug a Python Application Running in Kubernetes 🌟](https://trstringer.com/debug-python-kubernetes/)
- [towardsdatascience.com: 7 advanced pandas tricks for data science](https://towardsdatascience.com/7-advanced-tricks-in-pandas-for-data-science-41a71632b5d9) Pandas is the go-to library for data science. These are the shortcuts I use to do repetitive data science tasks faster and simpler.
- [pub.towardsai.net: Class and Objects in Python with Examples](https://pub.towardsai.net/class-and-objects-in-python-with-examples-591c6ca95ee6) A handy concept for software development programs
- [dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt file](https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requirements-txt-file/)
- [theglitchblog.com: Logging in Python Using Best Practices](https://theglitchblog.com/2021/06/17/logging-in-python-using-best-practices/)
- [jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python](https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd)
<center>
<blockquote class="twitter-tweet tw-align-center" data-lang="es"><p lang="en" dir="ltr">29 common beginner Python errors on one page via <a href="https://t.co/Ctvy84KXKx">https://t.co/Ctvy84KXKx</a> <a href="https://twitter.com/hashtag/Python?src=hash">#Python</a> <a href="https://twitter.com/hashtag/Sysadmin?src=hash">#Sysadmin</a> <a href="https://twitter.com/hashtag/Programming?src=hash">#Programming</a> <a href="https://twitter.com/hashtag/Unix?src=hash">#Unix</a> <a href="https://twitter.com/hashtag/Linux?src=hash">#Linux</a> <a href="https://t.co/vaZaJETNPU">pic.twitter.com/vaZaJETNPU</a></p>&mdash; nixCraft (@nixcraft) <a href="https://twitter.com/nixcraft/status/706530828092731393">6 de marzo de 2016</a></blockquote>
<script async src="//platform.twitter.com/widgets.js" charset="utf-8"></script>
</center>
<br/>
<center>
<div class="container">
<p style=" margin: 12px auto 6px auto; font-family: Helvetica,Arial,Sans-serif; font-style: normal; font-variant: normal; font-weight: normal; font-size: 14px; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none; display: block;"> <a title="View PEP-8 Cheatsheet (2009) on Scribd" href="https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009#from_embed" style="text-decoration: underline;" >PEP-8 Cheatsheet (2009)</a> by <a title="View Veeraj Shenoy's profile on Scribd" href="https://www.scribd.com/user/247744721/Veeraj-Shenoy#from_embed" style="text-decoration: underline;" >Veeraj Shenoy</a> on Scribd</p><iframe class="scribd_iframe_embed" src="https://www.scribd.com/embeds/207247675/content?start_page=1&view_mode=scroll&access_key=key-10eg916shk5wa33gdrtb&show_recommendations=true" data-auto-height="false" data-aspect-ratio="1.2941176470588236" scrolling="no" id="doc_1222" width="100%" height="600" frameborder="0"></iframe>
</div>
</center>
<br/>
<br/>
<br/>
## Python Books
- [Python Data Science Handbook 🌟](https://jakevdp.github.io/PythonDataScienceHandbook/) This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter notebooks.
## Python Django Framework
- [gettopical.com: Get Django Latest News](http://gettopical.com/djangoframework)
- [Learn Python Django in 4 Hours](https://dzone.com/articles/learn-python-django-in-4-hours)
- [realpython.com: Django Development With Docker Compose and Machine](https://realpython.com/blog/python/django-development-with-docker-compose-and-machine/)
- [realpython.com: Fun With Django's New Postgres Features](https://realpython.com/blog/python/fun-with-djangos-new-postgres-features/)
- [realpython.com: Deploying a Django App to AWS Elastic Beanstalk](https://realpython.com/blog/python/deploying-a-django-app-to-aws-elastic-beanstalk/)
- [TaskBuster Django Tutorial, made with Django 1.8 and Python 3](http://www.marinamele.com/taskbuster-django-tutorial)
- [TDD with Django, from scratch: a beginner's intro to testing and web development](http://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intro)
- [Cómo crear un servicio REST en 30 líneas de código de Django y Python](http://www.genbetadev.com/desarrolloparastartups/como-crear-un-servicio-rest-en-30-lineas-de-codigo-de-django-y-python)
- [Django Development With Docker Compose and Machine](https://realpython.com/blog/python/django-development-with-docker-compose-and-machine/)
- [Installing and Configuring Django Web Framework with Virtual Environments in CentOS/Debian](http://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu/)
- [realpython.com: Development and Deployment of Cookiecutter-Django via Docker](https://realpython.com/blog/python/development-and-deployment-of-cookiecutter-django-via-docker/) A Cookiecutter template for creating production-ready Django projects quickly.
- [github.com: Django app + RESTful API for automatic billing](https://github.com/presslabs/silver/)
- [CodingEntrepreneurs youtube channel](https://www.youtube.com/user/CodingEntrepreneurs)
- [Interested in Learn Django 1.9? Check out my free series on YouTube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzQFqfCur9CJ4QnKQTVXUsRy)
- [Getting Started with Django REST Framework (DRF) and AngularJS (Part 1)](http://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1/)
- [Getting Started with Django REST Framework (DRF) and AngularJS (Part 2)](http://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-2/)
- [Part 2 Supplementary Code](https://github.com/TrackMaven/getting-started-with-drf-angular/tree/part-2)
- [webcodegeeks.com: Python Django Tutorial](http://www.webcodegeeks.com/python/python-django-tutorial/)
- [digitalocean.com: Building a REST API With Django REST Framework](https://www.digitalocean.com/community/tech_talks/building-a-rest-api-with-django-rest-framework)
- [github.com: Django Blog Site](https://github.com/AmineAsli/django-blog-site) A simple blog application based on Django
## Python Flask Lightweight Framework (microframework)
- Flask is a Python lightweight web application development framework with simplicity and extensibility. Flask is called **“microframework”** because of using a simple core and extensions are used to add other functions.
- [Flask Documentation 🌟](https://flask.palletsprojects.com/)
- [The Flask Mega-Tutorial: Now with Python 3 Support](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support)
- [realpython.com: Discover Flask, Part 1 - Setting Up a Static Site ](https://realpython.com/blog/python/introduction-to-flask-part-1-setting-up-a-static-site/)
- [Two-Factor Authentication with Authy](https://www.twilio.com/docs/tutorials/walkthrough/two-factor-authentication/python/flask)
- [devbattles.com: Python Flask, Part 1: Hello World!](http://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World)
- [mherman.org: Scaling Flask with Kubernetes 🌟](https://mherman.org/presentations/flask-kubernetes/)
- [towardsdatascience.com: Create and Deploy a Simple Web Application with Flask and Heroku](https://towardsdatascience.com/create-and-deploy-a-simple-web-application-with-flask-and-heroku-103d867298eb)
- [towardsdatascience.com: How to deploy a Flask API in Kubernetes and connect it with other micro-services](https://towardsdatascience.com/how-to-deploy-a-flask-api-in-kubernetes-and-connect-it-with-other-micro-services-af16965b67fe) A hands-on tutorial on how to implement your micro-service architecture using the powerful container orchestration tool Kubernetes.
- [kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with Other Micro-services](https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html)
## FastAPI
- [FastAPI 🌟](https://fastapi.tiangolo.com/)
- [blog.adnansiddiqi.me: Create your first REST API in FastAPI 🌟](http://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi/) A step by step guide creating high performance APIs in Python
## Python pip and pip's wheel
- [wheel replaces Python's eggs](https://wheel.readthedocs.org)
- [Speed up pip install](http://blog.ionelmc.ro/2015/01/02/speedup-pip-install/)
## Python Feature Flags
- [Python Feature Flag Resources/Solutions](http://featureflags.io/python-feature-flags/)
- [reddit: Ship Better Python Using Feature Flags](https://www.reddit.com/r/Python/comments/3zl3g4/ship_better_python_using_feature_flags/)
## Python testing
- [reddit: Real examples of unit testing](https://www.reddit.com/r/learnpython/comments/3zl0p6/real_examples_of_unit_testing/)
- [Testing Python](http://it-ebooks.info/book/3778/)
- [Profiling Python using cProfile: a concrete case](https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara)
- [nylas.com: Profiling Python in Production](https://nylas.com/blog/performance) How We Reduced CPU Usage by 80% through Python Profiling
- [gabbi - Declarative HTTP testing library pypi](http://pypi.python.org/pypi/gabbi/)
- [tracker: A time machine for debugging pesky stateful errors](https://github.com/madisonmay/tracker)
## Data Science.
### Python Pandas and pivot tables
- [oreilly.com: how to use pivot tables in Pandas step-by-step](https://www.oreilly.com/learning/pivot-tables)
- [pbpython.com: Practical Business Python](http://pbpython.com/)
- [pbpython.com: Pandas Pivot Table Explained](http://pbpython.com/pandas-pivot-table-explained.html)
- [pbpython.com: Collecting Data with Google Forms and Pandas](http://pbpython.com/pandas-google-forms-part1.html)
- [Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures](https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures/)
- [pandas.pydata.org: Reshaping by pivoting DataFrame objects](http://pandas.pydata.org/pandas-docs/stable/reshaping.html)
- [analyticsvidhya.com: A Complete Tutorial to Learn Data Science with Python from Scratch](http://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2/)
- [analyticsvidhya.com: Tutorial – Python List Comprehension With Examples](http://www.analyticsvidhya.com/blog/2016/01/python-tutorial-list-comprehension-examples/)
- [analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python 🌟](https://www.analyticsvidhya.com/blog/2015/06/infographic-cheat-sheet-data-exploration-python)
### PandasDatabase
- [PandasDatabase is a RESTful database engine application built on top of Pandas](https://pypi.python.org/pypi/pddb/)
### NumPy
- [towardsdatascience.com: NumPy Basics Cheat Sheet (2021), Python for Data Science](https://towardsdatascience.com/numpy-basics-cheat-sheet-2021-python-for-data-science-89c483773880) The absolute basics for beginners learning NumPy in 2021
## Python standard library Modules and Code
- [Python 3 standard library Module of the Week, Doug Hellmann](https://pymotw.com)
- [Python 2 standard library Module of the Week, Doug Hellmann](https://pymotw.com/2)
- [Dead simple {for devs} python crawler (script) for extracting structured data from any website into CSV](http://blog.webhose.io/2015/08/16/dead-simple-for-devs-python-crawler-script-for-extracting-structured-data-from-any-almost-website-into-csv/)
- [Python Multi-Process Execution Pool](https://github.com/XI-lab/PyExPool)
## Python and AWS
- [Ansible and AWS: cloud IT automation management](http://cloudacademy.com/blog/ansible-aws/)
- [Python and AWS Cookbook. Boto library](http://it-ebooks.info/book/542/)
- [Boto](https://github.com/boto/boto)
- [Migrating to Boto3](https://aws.amazon.com/es/blogs/developer/migrating-to-boto3/)
- [Managing the Cloud with a Few Lines of Python (EuroPython 2014)](http://pyvideo.org/video/2987/managing-the-cloud-with-a-few-lines-of-python)
- [ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing into your Amazon EC2 instances by tag (such as ‘Name’)](https://pypi.python.org/pypi/ec2-ssh-yplan/)
## Python Tools
- [PyInstaller is a program that freezes (packages) Python programs into stand-alone executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX](http://www.pyinstaller.org/)
- [PyInstaller official GIT repository](https://github.com/pyinstaller/pyinstaller/)
- [ZipPy: Python3 on top of the JVM (faster than PyPy!)](https://bitbucket.org/ssllab/zippy)
- [DictMySQL: A MySQL class for more convenient database manipulation with Python dictionary](https://github.com/ligyxy/DictMySQL)
- [WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows](http://sourceforge.net/projects/winpython/)
- [Kite 🌟](https://www.kite.com/) Kite is the best autocompletions engine available for Python, powered by AI. Check it out — It's free!
- [pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel](https://github.com/pyxll/pyxll-jupyter)
- [medium: Build Interactive CLI Tools in Python](https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75) Bored of traditional CLIs? Develop interactive command lines with PyInquirer
- [Pydeps 🌟](https://github.com/thebjorn/pydeps) Python Module Dependency graphs
### Web Scraping with Python
- [Scrapy](http://scrapy.org/) An open source and collaborative framework for extracting the data you need from websites. In a fast, simple, yet extensible way.
- [First web scraper](https://first-web-scraper.readthedocs.org) A step-by-step guide to writing a web scraper with Python.
- [TWINT - Twitter Intelligence Tool](https://github.com/twintproject/twint) Twint is an advanced Twitter scraping tool written in Python that allows for scraping Tweets from Twitter profiles without using Twitter's API.
## Jython
- [Jython is a language that makes it easy to create projects with libraries from Python and Java.](http://www.oraclejavamagazine-digital.com/javamagazine_twitter/20151112?pg=43#pg43)
## Eclipse IDE
- [opensource.com: How to use Python to hack your Eclipse IDE](https://opensource.com/life/16/2/how-use-python-hack-your-ide)
## Python Libraries
- [Click 🌟](https://click.palletsprojects.com/) is a Python package for creating beautiful command line interfaces in a composable way with as little code as necessary. It's the "Command Line Interface Creation Kit". It's highly configurable but comes with sensible defaults out of the box.
## Python Snippets
- [python.plainenglish.io: 12 Python Snippets That Will Boost Your Productivity](https://python.plainenglish.io/python-snippets-7e8dcbeae26e)
<center>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Python is a beautiful programming language. It contains really useful features that make writing code more efficient than ever. <br><br>Here are 5 tips for writing more efficient and compact code.<br><br>🧵🧵🧵</p>&mdash; Danny Steenman (@dannysteenman) <a href="https://twitter.com/dannysteenman/status/1314930561220313088?ref_src=twsrc%5Etfw">October 10, 2020</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">TOP Python Github repositories for you. <br><br>A Thread... 🧵<a href="https://twitter.com/hashtag/100DaysOfCode?src=hash&amp;ref_src=twsrc%5Etfw">#100DaysOfCode</a> <a href="https://twitter.com/hashtag/CodeNewbies?src=hash&amp;ref_src=twsrc%5Etfw">#CodeNewbies</a></p>&mdash; Ankur💻🎧💪 (@TheAnkurTyagi) <a href="https://twitter.com/TheAnkurTyagi/status/1318179578720919552?ref_src=twsrc%5Etfw">October 19, 2020</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</center>
Reference in New Issue View Git Blame Copy Permalink