Builds a queryable graph of the imports within one or more Python packages.
Install grimp:
pip install grimp
Install the Python package you wish to analyse:
pip install somepackage
In Python, build the import graph for the package:
>>> import grimp
>>> graph = grimp.build_graph('somepackage')
You may now use the graph object to analyse the package. Some examples:
>>> graph.find_children('somepackage.foo')
{
'somepackage.foo.one',
'somepackage.foo.two',
}
>>> graph.find_descendants('somepackage.foo')
{
'somepackage.foo.one',
'somepackage.foo.two',
'somepackage.foo.two.blue',
'somepackage.foo.two.green',
}
>>> graph.find_modules_directly_imported_by('somepackage.foo')
{
'somepackage.bar.one',
}
>>> graph.find_upstream_modules('somepackage.foo')
{
'somepackage.bar.one',
'somepackage.baz',
'somepackage.foobar',
}
>>> graph.find_shortest_chain(importer='somepackage.foobar', imported='somepackage.foo')
(
'somepackage.foobar',
'somepackage.baz',
'somepackage.foo',
)
>>> graph.get_import_details(importer='somepackage.foobar', imported='somepackage.baz'))
[
{
'importer': 'somepackage.foobar',
'imported': 'somepackage.baz',
'line_number': 5,
'line_contents': 'from . import baz',
},
]
By default, external dependencies will not be included. This can be overridden like so:
>>> graph = grimp.build_graph('somepackage', include_external_packages=True)
>>> graph.find_modules_directly_imported_by('somepackage.foo')
{
'somepackage.bar.one',
'os',
'decimal',
'sqlalchemy',
}
You may analyse multiple root packages. To do this, pass each package name as a positional argument:
>>> graph = grimp.build_graph('somepackage', 'anotherpackage')
>>> graph.find_modules_directly_imported_by('somepackage.foo')
{
'somepackage.bar.one',
'anotherpackage.baz',
}
Graphs can be built either from namespace packages or from their portions.
Namespace packages are a Python feature allows subpackages to be distributed independently, while still importable under a shared namespace.
This is used by
the Python client for Google's Cloud Logging API, for example. When installed, it is importable
in Python as google.cloud.logging. The parent packages google and google.cloud are both namespace
packages, while google.cloud.logging is known as the 'portion'. Other portions in the same
namespace can be installed separately, for example google.cloud.secretmanager.
Examples:
# In this one, the portion is supplied. Neither "google" nor "google.cloud"
# will appear in the graph.
>>> graph = grimp.build_graph("google.cloud.logging")
# In this one, a namespace is supplied.
# Neither "google" nor "google.cloud" will appear in the graph,
# as will other installed packages under the "google" namespace such
# as "google.auth".
>>> graph = grimp.build_graph("google")
# This one supplies a subnamespace of "google" - it will include
# "google.cloud.logging" and "google.cloud.secretmanager" but not "google.auth".
>>> graph = grimp.build_graph("google.cloud")