How to resolve Python package dependencies with pipenv?
I am using pipenv
to handle Python package dependencies.
The Python package is using two packages (named pckg1
and pckg2
) that rely on the same package named pckg3
, but from two different versions. Showing the dependency tree :
$ pipenv graph
pckg1==3.0.0
- pckg3 [required: >=4.1.0]
pckg2==1.0.2
- pckg3 [required: ==4.0.11]
An attempt to install dependencies :
$ pipenv install
Warning: Your dependencies could not be resolved. You likely have a mismatch in your sub-dependencies.
You can use $ pipenv install --skip-lock to bypass this mechanism, then run $ pipenv graph to inspect the situation.
Hint: try $ pipenv lock --pre if it is a pre-release dependency.
Could not find a version that matches pckg3==4.0.11,==4.1.0,>=4.1.0 (from -r C:\Users\user\AppData\Local\Temp\pipenv-o7uxm080-requirements\pipenv-hwekv7dc-constraints.txt (line 2))
Tried: 3.3.1, 3.3.2, 3.3.3, 3.4.0, 3.4.2, 4.0.0, 4.0.0, 4.0.1, 4.0.1, 4.0.2, 4.0.2, 4.0.3, 4.0.3, 4.0.4, 4.0.4, 4.0.6, 4.0.6, 4.0.8, 4.0.8, 4.0.9, 4.0.9, 4.0.10, 4.0.10, 4.0.11, 4.0.11, 4.1.0, 4.1.0, 4.1.1, 4.1.1, 4.1.2, 4.1.2, 4.2.1, 4.2.1, 4.3.0, 4.3.0
There are incompatible versions in the resolved dependencies.
As suggested, pip install --skip-lock
does the trick, but the dependency tree is still unresolved.
I would love to tell Pipenv
to override pckg2
's requirement, and specify pckg3>=4.1.0
.
How can this be resolved?
I get that error constantly. Clearing the cache in the lock file works beautifully every time.
$ pipenv lock --pre --clear
You can't. At the moment, pipenv
doesn't offer anything for an explicit override of requirement constraints.
As a workaround, you can put dependencies that you want to override to dev-packages
as those will be overridden by packages
, so this Pipfile
should install pckg3>=4.1.0
:
# Pipfile
...
[packages]
pckg1 = "==3.0.0"
[dev-packages]
pckg2 = "==1.0.2"
If you now lock and install:
$ pipenv lock --dev
$ pipenv install --dev
the requirement ==4.0.11
will be overridden by >=4.1.0
. This is ugly if you ask me because this is not what development packages are meant for and you're changing the role of pckg2
dependency in project, but I don't see any better way here.
This works when there are unfinished routines on pipfile.
Once I made a mistake and run
pipenv install codecove # With an 'e' at the end
and the pipenv kept always trying to complete the installation with no success because the lib does not exist. I resolved it with:
pipenv uninstall codecove
and installed codecov after.
I tried to run
pipenv lock --clear
pipenv lock --pre --clear
but only after uninstalled the lib with wrong name I succeeded.