I see more and more commands like this:
$ pip install "splinter[django]"
What do these square brackets do?
The pip install command installs by default the newest stable version of a python package (stable versions as specified by PEP426) The flag --pre for the pip install command tells pip also consider release candidates and develompent versions of python packages.
It is a popular development package that contains the header files developers require to build Python extensions. Python-dev comprises the header documents for fabricating Python augmentations.
As a Python developer, you can do everything from web or game development to quantitative analysis, to creating new programming languages. Python is a programming language used for a variety of programming tasks, including artificial intelligence (AI), machine learning, data analytics, and data visualization.
If you want to force pip to clear out its download cache and use the specific version you can do by using --no-cache-dir command. If you are using an older version of pip than upgrade it with pip install -U pip. This will help you clear pip cache.
The syntax that you are using is:
pip install "project[extra]"
In your case, you are installing
the splinter
package which has the added support for django
. The square brackets ([]
) are not specific syntax, just convention. Really, you are installing the package named: "splinter[django]"
.
An explanation from @chetner
:
The command
pip install splinter django
would install two packages namedsplinter
anddjango
.splinter[django]
, on the other hand, installs a variant of thesplinter
package which contains support fordjango
. Note that it has nothing to do with thedjango
package itself, but is just a string defined by thesplinter
package for a particular feature set that gets enabled.
[optional]
in PIP signify optional dependenciesJust in case another developer comes along looking to implement this pattern in their own Python package deployment, here's further explanation of the brackets []
in pip.
To install airflow
from pip we use this command:
pip install 'apache-airflow'
You can install optional components of airflow with:
pip install 'apache-airflow[aws]'
# [optional] -----------^
When we search pypi for apache-airflow
note that the optional packages do not show up:
pip search 'apache-airflow'
apache-airflow (1.10.9) - Programmatically author, schedule and monitor data pipelines
pylint-airflow (0.1.0a1) - A Pylint plugin to lint Apache Airflow code.
swe-airflow-tools (0.0.3) - Tools for Apache Airflow Application
airflow (0.6) - Placeholder for the old Airflow package
...
setup.py
You can see how this was accomplished in the setup.py
script
On the left in setup.py
- extras_require
is defined.
On the right are the correlated installation commands for these optional sub-packages.
Pretty sure these are setuptools extras:
https://setuptools.readthedocs.io/en/latest/setuptools.html#declaring-extras-optional-features-with-their-own-dependencies
Sometimes a project has “recommended” dependencies, that are not required for all uses of the project. For example, a project might offer optional PDF output if ReportLab is installed, and reStructuredText support if docutils is installed. These optional features are called “extras” ...
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