A generic dependency-resolution library written in pure Python. It is based on the PubGrub algorithm.
If you are using poetry, it's as simple as:
poetry add mixologyIf not you can use pip:
pip install mixologyMixology is a dependency resolution algorithm.
In order to start using Mixology you need to initialize a VersionSolver instance
with a PackageSource which should be adapted to work with your system.
Then, you need to call VersionSolver.solve() which will return a result with the list of decisions
or raise a SolveFailure which will give a detailed explanation of the reason why the resolution failed.
This example is extracted from the test suite of Mixology
and uses the poetry-semver library.
First we need to have our own PackageSource class which implements the required methods
and a simple Dependency class. Packages will be represented by simple strings.
from semver import Version
from semver import VersionRange
from semver import parse_constraint
from mixology.constraint import Constraint
from mixology.package_source import PackageSource as BasePackageSource
from mixology.range import Range
from mixology.union import Union
class Dependency:
def __init__(self, name, constraint): # type: (str, str) -> None
self.name = name
self.constraint = parse_constraint(constraint)
self.pretty_constraint = constraint
def __str__(self): # type: () -> str
return self.pretty_constraint
class PackageSource(BasePackageSource):
def __init__(self): # type: () -> None
self._root_version = Version.parse("0.0.0")
self._root_dependencies = []
self._packages = {}
super(PackageSource, self).__init__()
@property
def root_version(self):
return self._root_version
def add(
self, name, version, deps=None
): # type: (str, str, Optional[Dict[str, str]]) -> None
if deps is None:
deps = {}
version = Version.parse(version)
if name not in self._packages:
self._packages[name] = {}
if version in self._packages[name]:
raise ValueError("{} ({}) already exists".format(name, version))
dependencies = []
for dep_name, spec in deps.items():
dependencies.append(Dependency(dep_name, spec))
self._packages[name][version] = dependencies
def root_dep(self, name, constraint): # type: (str, str) -> None
self._root_dependencies.append(Dependency(name, constraint))
def _versions_for(
self, package, constraint=None
): # type: (Hashable, Any) -> List[Hashable]
if package not in self._packages:
return []
versions = []
for version in self._packages[package].keys():
if not constraint or constraint.allows_any(
Range(version, version, True, True)
):
versions.append(version)
return sorted(versions, reverse=True)
def dependencies_for(self, package, version): # type: (Hashable, Any) -> List[Any]
if package == self.root:
return self._root_dependencies
return self._packages[package][version]
def convert_dependency(self, dependency): # type: (Dependency) -> Constraint
if isinstance(dependency.constraint, VersionRange):
constraint = Range(
dependency.constraint.min,
dependency.constraint.max,
dependency.constraint.include_min,
dependency.constraint.include_max,
dependency.pretty_constraint,
)
else:
# VersionUnion
ranges = [
Range(
range.min,
range.max,
range.include_min,
range.include_max,
str(range),
)
for range in dependency.constraint.ranges
]
constraint = Union.of(ranges)
return Constraint(dependency.name, constraint)Now, we need to specify our root dependencies and the available packages.
source = PackageSource()
source.root_dep("a", "1.0.0")
source.root_dep("b", "1.0.0")
source.add("a", "1.0.0", deps={"shared": ">=2.0.0 <4.0.0"})
source.add("b", "1.0.0", deps={"shared": ">=3.0.0 <5.0.0"})
source.add("shared", "2.0.0")
source.add("shared", "3.0.0")
source.add("shared", "3.6.9")
source.add("shared", "4.0.0")
source.add("shared", "5.0.0")Now that everything is in place we can create a VersionSolver instance
with the newly created PackageSource and call solve() to retrieve a SolverResult instance.
from mixology.version_solver import VersionSolver
solver = VersionSolver(source)
result = solver.solve()
result.decisions
# {Package("_root_"): <Version 0.0.0>, 'b': <Version 1.0.0>, 'a': <Version 1.0.0>, 'shared': <Version 3.6.9>}
result.attempted_solutions
# 1To work on the Mixology codebase, you'll want to fork the project, clone the fork locally
and install the required dependencies via poetry <https://poetry.eustace.io>_.
git clone [email protected]:sdispater/mixology.git
poetry installThen, create your feature branch:
git checkout -b my-new-featureMake your modifications, add tests accordingly and execute the test suite:
poetry run pytest tests/When you are ready, commit your changes:
git commit -am 'Add new feature'push your branch:
git push origin my-new-featureand finally create a pull request.
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