Add resolver docs

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Nicole Harris 2020-06-24 05:49:20 +01:00
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.. _`Using pip from your program`:
Fixing conflicting dependencies
===============================
The purpose of this section of documentation is to provide practical suggestions to
pip users who encounter an error where pip cannot install their
specified packages due to conflicting dependencies (a
``ResolutionImpossible`` error).
This documentation is specific to the new resolver, which you can use
with the flag ``--unstable-feature=resolver``.
Understanding your error message
--------------------------------
When you get a ``ResolutionImpossible`` error, you might see something
like this:
::
pip install package_coffee==0.44.1 package_tea==4.3.0
::
Due to conflicting dependencies pip cannot install package_coffee and
package_tea:
- package_coffee depends on package_water<3.0.0,>=2.4.2
- package_tea depends on package_water==2.3.1
In this example, pip cannot install the packages you have requested,
because they each depend on different versions of the same package
(``package_water``):
- ``package_coffee`` version ``0.44.1`` depends on a version of
``package_water`` that is less than ``3.0.0`` but greater than or equal to
``2.4.2``
- ``package_tea`` version ``4.3.0`` depends on version ``2.3.1`` of
``package_water``
Sometimes these messages are straightforward to read, because they use
commonly understood comparison operators to specify the required version
(e.g. ``<`` or ``>``).
However, Python packaging also supports some more complex ways for
specifying package versions (e.g. ``~=`` or ``*``):
.. csv-table::
:header: "Operator", "Description", "Example"
``>``, "Any version greater than the specified version", "``>3.1``: any
version greater than 3.1"
``<``, "Any version less than the specified version", "``<3.1``: any version
less than ``3.1``"
``<=``, "Any version less than or equal to the specified version", "``<=3.1``:
any version less than or equal to ``3.1``"
``>=``, "Any version greater than or equal to the specified
version", "``>=3.1``: version ``3.1`` and greater"
``==``, "Exactly the specified version", ``==3.1``: only version ``3.1``
``!=``, "Any version not equal to the specified version", "``!=3.1``: any
version other than ``3.1``"
``~=``, "Any compatible release. Compatible releases are releases that are
within the same major or minor version, assuming the package author is using
semantic versioning.", "``~=3.1``: version ``3.1`` or later, but not version
``4.0`` or later. ``~=3.1.2``: version ``3.1.2`` or later, but not
version ``3.2.0`` or later."
``*``,Can be used at the end of a version number to represent "all", "``== 3.
1.*``: any version that starts with ``3.1``. Equivalent to ``~=3.1.0``."
The detailed specification of supported comparison operators can be
found in :pep:`440`.
Possible solutions
------------------
The solution to your error will depend on your individual use case. Here
are some things to try:
1. Audit your top level requirements
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
As a first step it is useful to audit your project and remove any
unnecessary or out of date requirements (e.g. from your ``setup.py`` or
``requirements.txt`` files). Removing these can significantly reduce the
complexity of your dependency tree, thereby reducing opportunities for
conflicts to occur.
2. Loosen your top level requirements
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Sometimes the packages that you have asked pip to install are
incompatible because you have been too strict when you specified the
package version.
In our first example both ``package_coffee`` and ``package_tea`` have been
*pinned* to use specific versions
(``package_coffee==0.44.1b0 package_tea==4.3.0``).
To find a version of both ``package_coffee`` and ``package_tea`` that depend on
the same version of ``package_water``, you might consider:
- Loosening the range of packages that you are prepared to install
(e.g. ``pip install "package_coffee>0.44.*" "package_tea>4.0.0"``)
- Asking pip to install *any* version of ``package_coffee`` and ``package_tea``
by removing the version specifiers altogether (e.g.
``pip install package_coffee package_tea``)
In the second case, pip will automatically find a version of both
``package_coffee`` and ``package_tea`` that depend on the same version of
``package_water``, installing:
- ``package_coffee 0.46.0b0``, which depends on ``package_water 2.6.1``
- ``package_tea 4.3.0`` which *also* depends on ``package_water 2.6.1``
If you want to prioritize one package over another, you can add version
specifiers to *only* the more important package::
pip install package_coffee==0.44.1b0 package_tea
This will result in:
- ``package_coffee 0.44.1b0``, which depends on ``package_water 2.6.1``
- ``package_tea 4.1.3`` which also depends on ``package_water 2.6.1``
Now that you have resolved the issue, you can repin the compatible
package versions as required.
3. Loosen the requirements of your dependencies
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Assuming that you cannot resolve the conflict by loosening the version
of the package you require (as above), you can try to fix the issue on
your *dependency* by:
- Requesting that the package maintainers loosen *their* dependencies
- Forking the package and loosening the dependencies yourself
.. warning::
If you choose to fork the package yourself, you are *opting out* of
any support provided by the package maintainers. Proceed at your own risk!
4. All requirements are loose, but a solution does not exist
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Sometimes it's simply impossible to find a combination of package
versions that do not conflict. Welcome to `dependency hell`_.
In this situation, you could consider:
- Using an alternative package, if that is acceptable for your project.
See `Awesome Python`_ for similar packages.
- Refactoring your project to reduce the number of dependencies (for
example, by breaking up a monolithic code base into smaller pieces)
Getting help
------------
If none of the suggestions above work for you, we recommend that you ask
for help on:
- `Python user Discourse`_
- `Python user forums`_
- `Python developers Slack channel`_
- `Python IRC`_
- `Stack Overflow`_
See `"How do I ask a good question?"`_ for tips on asking for help.
Unfortunately, **the pip team cannot provide support for individual
dependency conflict errors**. Please *only* open a ticket on the `pip
issue tracker`_ if you believe that your problem has exposed a bug in pip.
.. _dependency hell: https://en.wikipedia.org/wiki/Dependency_hell>
.. _Awesome Python: https://python.libhunt.com/
.. _Python user Discourse: https://discuss.python.org/c/users/7
.. _Python user forums: https://www.python.org/community/forums/
.. _Python developers Slack channel: https://pythondev.slack.com/
.. _Python IRC: https://www.python.org/community/irc/
.. _Stack Overflow: https://stackoverflow.com/questions/tagged/python
.. _"How do I ask a good question?": https://stackoverflow.com/help/how-to-ask
.. _pip issue tracker: https://github.com/pypa/pip/issues
Using pip from your program
===========================