EDIT: Official setuptools dox page:
If you have Python 2 >=2.7.9 or Python 3 >=3.4 installed from
python.org, you will already have pip and setuptools, but will need to
upgrade to the latest version:
On Linux or OS X:
pip install -U pip setuptools
On Windows:
python -m pip install -U pip setuptools
Therefore the rest of this post related to Distribute is obsolete (e.g. some links don't work).
EDIT 2022-02-04
From Python 3.10 Distutils is deprecated and will be removed in Python 3.12 - use setuptools:
The entire distutils package is deprecated, to be removed in Python 3.12. Its functionality
for specifying package builds has already been completely replaced by
third-party packages setuptools and packaging ...
Distribute (deprecated)
Distribute - is a setuptools fork which "offers Python 3 support". Installation instructions for distribute(setuptools) + pip:
curl -O http://python-distribute.org/distribute_setup.py
python distribute_setup.py
easy_install pip
Similar issue here.
UPDATE: Distribute seems to be obsolete, i.e. merged into Setuptools: Distribute is a deprecated fork of the Setuptools project. Since the Setuptools 0.7 release, Setuptools and Distribute have merged and Distribute is no longer being maintained. All ongoing effort should reference the Setuptools project and the Setuptools documentation.
You may try with instructions found on setuptools pypi page (I haven't tested this, sorry :( ):
wget https://bitbucket.org/pypa/setuptools/raw/bootstrap/ez_setup.py -O - | python
easy_install pip