Python the Language (in case of)

2016 - 08 - 21




Install py2 first! Install py3 later.
Download and install py3 from the official website.
During installation, make sure to "add to system PATH".
If it is only in user's "Path", we need to also add to system "PATH" (both the python root folder and the script subfolder), and make sure it is before py2's folders.


Plz use pyenv below.
(Ubuntu 16.04 has both py2 & py3; default py2.)


sudo apt-get update && sudo apt-get -y upgrade && \
sudo apt-get install python-pip python3-pip && \
pip -V; pip3 -V

# use a local index/source instead of
pip install -i pip -U
pip config set global.index-url

Alternative indexes/sources[ref]:

  • 清华大学
  • 阿里云
  • 中国科技大学
  • 豆瓣(douban)
  • 中国科学技术大学 (302 redirected to


pip install package_name
pip uninstall package_name
pip search package_name
pip freeze
pip --help


see: jupyter



Before installing any specific py version: apt install -y python3-dev libbz2-dev libssl-dev libsqlite3-dev libreadline-dev lib32readline-dev libffi-dev build-essential zlib1g-dev. (see the common error below for the reason)

Run curl[ref]:
(manually do it if lacking curl)

Note: every user needs to run individually:

curl | bash

Update .bashrc:

# pyenv
if [ -d "$HOME/.pyenv" ]; then
  export PYENV_ROOT="$HOME/.pyenv"
  export PATH="$PYENV_ROOT/bin:$PATH"
  eval "$(pyenv init -)"
  eval "$(pyenv virtualenv-init -)"


source ~/.bash_profile

Install python:

pyenv install 2.7.8

common error (Ubuntu20)

QA: a common error when installing a python version using pyenv install ...:

WARNING: The Python bz2 extension was not compiled. Missing the bzip2 lib
WARNING: The Python readline extension was not compiled. Missing the GNU readline lib
ERROR: The Python ssl extension was not compiled. Missing the OpenSSL lib

See above "Before installing any specific py version". Note: may need to search by: apt-cache search readline |grep dev

[ref libffi requies re-install of py3]

check py version

Tip: to find py version:

# in terminal:
python --version
# in py/jupyter:
import sys

print(sys.executable) #


A state-of-the-art combined tool chain.


Tip: better to have pyenv installed also, so any python version can be automatically installed by pipenv.

sudo apt install -y python3-pip python3-setuptools && \
python3 -m pip install pipenv # Note: plz use --user when installing pipenv for non-root users using sudo

cat >>~/.bash_profile <<EOD
export PATH="\$HOME/.local/bin:\$PATH"
source ~/.bash_profile

create env

mkdir sunnyProj; cd sunnyProj
pipenv --python 3.6.7 # will automatically install the specified python in env, if pyenv is installed.

(note: if got error, try manually install a python version by pyenv install x.x.x w/o 'rc', then pipenv ... again.)

activate env

pipenv shell

how it works

A pip-environment is based on one folder.
Actually, the Pipfile in the folder.
When creating a new environment, it will use the folder's name as the environment's name, and will also search for the environment using the folder's anme when trying to activating by pipenv shell.
When activating one environment, a specific Python's installation path and Python lib path will be added to PATH and have higher priority than system one.
"Pipenv" uses "virtualenvs" as the backend (?).

Install and kick-start, (originally from

pipenv (bak) (we can use pipenv --python directly as it will install the related python)

list of packages/libraries


pip freeze
# or:
pip list


import pip
installed_packages = pip.get_installed_distributions()
installed_packages_list = sorted(["%s==%s" % (i.key, i.version)
     for i in installed_packages])

# OR (one-line)
sorted(["%s==%s" % (i.key, i.version) for i in pip.get_installed_distributions()])

Ref: stackoverflow

pipenv + jupyter kernels

see /jupyter


OBS: dated, see pipenv above instead.

There are 2 tools (virtualenv and virtualenvwrapper) can be used. There is also one blog introducing bash alias way to use virtualenv: ref ( evernote backup ).
We will use the wrapper one (cuz we prefer new stuff, right?).
If we need to put the env into a folder other than the user's home, we can use the old virtualenv package:
virtualenv [-p /usr/bin/python2.6] <path/to/new/virtualenv/>


Win: pip install virtualenvwrapper-win
Nix: pip install virtualenvwrapper (this also works for windows with cygwin)

make new env

mkvirtualenv <env name>
If we want to use another python intepretor, we can use the optional -p (path) parameter:
mkvirtualenv -p D:\Python27\python.exe py27_rest_demo
TIP: After running this command, we will automatically enter the virtual environment.
The name is showing at the beginning of terminal/cmd prompt, surrended by ( ):

OBS: newly created env does _NOT_ have globally installed packages.

using previously created env

workon <env name>


When we are in an env, we can use pip to install packages for this env.

quit current env


test package version

Take Django as an example:

import django

cmd format

Even with -p parameter, we need to run the .py files with virtual env's python.exe, e.g.:
C:\Users\<user name>\Envs\py27_rest_demo\Scripts\python.exe runserver
Otherwise, system's global intepretor will take effect.
Easier Way
We can use D:\Python27>mklink python27.exe python.exe to make it possible to run server by: python27.exe runserver. However, direct copying python.exe and renaming the file does NOT work.

POETRY (alt. pipenv)

advantages: good dependency resolver among libraries; also support jupyter notebook/lab.
disadvantages: poor dependency resolver when python version does not match (need to manually specify ); cannot automatically call pyenv, manual work needed.



Simple seconds: time()

import time
start_time = time.time()
# do something here
end_time = time.time()
print(end_time - start_time, 'seconds.')

Alternatives: perf_counter or process_time
ref stackoverflow.

Python in Browser

Use Py instead of js (javascript) by pyodide.
Try directly here.
Maybe also Juliea & R later.


automated lazy-loading of common libs: pip install pyforest
不可不知的 Python 陷阱
Kite: Python 代码补全利器


python -m http.server [8000] # default port 8000, seems no need to install
python -m SimpleHTTPServer  [8000] # default port 8000
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