Identifying the dependency relationship for python packages installed with pip
You could try pipdeptree which displays dependencies as a tree structure e.g.:
$ pipdeptree
Lookupy==0.1
wsgiref==0.1.2
argparse==1.2.1
psycopg2==2.5.2
Flask-Script==0.6.6
- Flask [installed: 0.10.1]
- Werkzeug [required: >=0.7, installed: 0.9.4]
- Jinja2 [required: >=2.4, installed: 2.7.2]
- MarkupSafe [installed: 0.18]
- itsdangerous [required: >=0.21, installed: 0.23]
alembic==0.6.2
- SQLAlchemy [required: >=0.7.3, installed: 0.9.1]
- Mako [installed: 0.9.1]
- MarkupSafe [required: >=0.9.2, installed: 0.18]
ipython==2.0.0
slugify==0.0.1
redis==2.9.1
To get it run:
pip install pipdeptree
EDIT: as noted by @Esteban in the comments you can also list the tree in reverse with -r
or for a single package with -p <package_name>
so to find what installed Werkzeug you could run:
$ pipdeptree -r -p Werkzeug
Werkzeug==0.11.15
- Flask==0.12 [requires: Werkzeug>=0.7]
As I recently said on a hn thread, I'll recommend the following:
Have a commented requirements.txt
file with your main dependencies:
## this is needed for whatever reason
package1
Install your dependencies: pip install -r requirements.txt
.
Now you get the full list of your dependencies with pip freeze -r requirements.txt
:
## this is needed for whatever reason
package1==1.2.3
## The following requirements were added by pip --freeze:
package1-dependency1==1.2.3
package1-dependency1==1.2.3
This allows you to keep your file structure with comments, nicely separating your dependencies from the dependencies of your dependencies. This way you'll have a much nicer time the day you need to remove one of them :)
Note the following:
- You can have a clean
requirements.raw
with version control to rebuild your fullrequirements.txt
. - Beware of git urls being replaced by egg names in the process.
- The dependencies of your dependencies are still alphabetically sorted so you don't directly know which one was required by which package but at this point you don't really need it.
- Use
pip install --no-install <package_name>
to list specific requirements. - Use virtualenv if you don't.
You may also use a one line command which pipes the packages in requirements to pip show.
cut -d'=' -f1 requirements.txt | xargs pip show
The pip show
command will show what packages are required for the specified package (note that the specified package must already be installed):
$ pip show specloud
Package: specloud
Version: 0.4.4
Requires:
nose
figleaf
pinocchio
pip show
was introduced in pip version 1.4rc5