Python Resources

Learning Python

I've reviewed these resources and highly recommend them.

If you have never programmed with Python before, you may want to start with DataCamp's Learn python by example:

• https://www.learnpython.org, powered by DataCamp. For example, look at the String Formatting lesson

If you want to just read, I recommend starting with the Python Tutorial:

• Python 3 Tutorial

If you have not programmed before, you may try:

• Dive Into Python 3 (book, online for free; a little dated.)
• Python for Non-Programmers

If you have programmed before, at this point I recommend:

• Official Python Documentation. Just read the documentation. Honestly.
• Python Tips (book, online for free)
• Python Google Style Guide.

Using Python

Recommended packages and tools for different tasks

Developer Tools

• PyCharm
• Jupyter Notebook

Numerical Data Processing

• numpy - numeric analysis in python (needed for matplotlib)
• pandas or SparkSQL
• tabulate - create tables easily (but see my tytable replacement)

Date Data

• dateutil, part of Conda
• iCalendar, package for Python, generates calendears

String Formatting

• https://pyformat.info --- Big how-to on using the % and .format() formatting

Image Manipulation

• Use Pillow, the Python2/3 fork of Python Image Library (PIL).

Fun examples:

• http://jeremykun.com/2012/01/01/random-psychedelic-art/
• http://pythonvision.org/basic-tutorial
• http://stackoverflow.com/questions/138250/read-the-rgb-value-of-a-given-pixel-in-python-programatically

Text Processing

See Text processing notes.

Graphing

• matplotlib - a handy system for plotting in python. (Short example of using matplotlib within jupyter)
• holoview
• Altair: Declarative Visualization in Python
• geopy - geocoding for Python
• Seaborn. (See Datacamp Tutorial)

Easy Graphics

• Graphics.py: http://mcsp.wartburg.edu/zelle/python/graphics.py http://mcsp.wartburg.edu/zelle/python/ http://mcsp.wartburg.edu/zelle/python/graphics/graphics.pdf
• HTML graphics: http://anh.cs.luc.edu/python/hands-on/3.1/handsonHtml/graphics.html
• http://plotdevice.io/
• http://www.cc.gatech.edu/classes/AY2013/cs1301_summer/presentations/calico_graphics.pdf

Games

• http://www.pygame.org/ pygame - a Python game development system
• PEAK Easy Install
• Crystal Space 3D
• VPython 3D Programming in Python

Python GUI Options

I need to write some programs that use GUI.

• pyqt - Use PyQT5 (it's part of Anaconda)
• FLTK, the Fast Light Toolkit

Building Web Applications

You basically have two options:

• Write a CGI script (slow, but easy)
• Some sort of Web Server Gateway Interface (WSGI). Options include:
  • Flask (can run on Apache with Passenger, but needs its own domain name)
  • CherryPy

• See also https://wiki.python.org/moin/WebFrameworks

Examples and resources:

• https://github.com/MichaelPereira/webhooks-demo-application
• https://mattcarrier.com/flask-dreamhost-setup/
• https://www.byteconsole.com/get-flask-up-and-running-on-a-dreamhost-server-with-passenger/

Notes on flask:

   $ touch tmp/restart.txt         # reload your program

Using Passengers on Dreamhost:

• https://help.dreamhost.com/hc/en-us/articles/215769578-Passenger-overview
• https://help.dreamhost.com/hc/en-us/articles/216137717-Python-overview
• https://help.dreamhost.com/hc/en-us/articles/115000218612-Installing-a-custom-version-of-Python
• https://help.dreamhost.com/hc/en-us/articles/115000702772-Installing-a-custom-version-of-Python-3
• https://help.dreamhost.com/hc/en-us/articles/215489338-Installing-virtualenv-and-custom-modules-in-Python
• https://help.dreamhost.com/hc/en-us/articles/115000221112-Using-pip-to-install-Python-modules

Python Installation

If you are using a Mac, you almost certainly want to ditch Apple's python implementation and instead install your own.

I now recommend the Anaconda Python distribution, because it has almost everything that you need, and it's easy to add new modules.

If you want to write a Python program with a GUI that can be run on any system, you'll need to use Tkinter (Python's Tcl/Tk bindings). If you want to actually enjoy what you are writing, you want to use PyQT5..

Advanced Python

• Fluent Python: Clear, Concise, and Effective Programming (you can get it on Safari)

• Test Driven Development with Python