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- """Validation of dependencies of packages
- """
- import logging
- from typing import Callable, Dict, List, NamedTuple, Optional, Set, Tuple
- from pip._vendor.packaging.requirements import Requirement
- from pip._vendor.packaging.utils import NormalizedName, canonicalize_name
- from pip._internal.distributions import make_distribution_for_install_requirement
- from pip._internal.metadata import get_default_environment
- from pip._internal.metadata.base import DistributionVersion
- from pip._internal.req.req_install import InstallRequirement
- logger = logging.getLogger(__name__)
- class PackageDetails(NamedTuple):
- version: DistributionVersion
- dependencies: List[Requirement]
- # Shorthands
- PackageSet = Dict[NormalizedName, PackageDetails]
- Missing = Tuple[NormalizedName, Requirement]
- Conflicting = Tuple[NormalizedName, DistributionVersion, Requirement]
- MissingDict = Dict[NormalizedName, List[Missing]]
- ConflictingDict = Dict[NormalizedName, List[Conflicting]]
- CheckResult = Tuple[MissingDict, ConflictingDict]
- ConflictDetails = Tuple[PackageSet, CheckResult]
- def create_package_set_from_installed() -> Tuple[PackageSet, bool]:
- """Converts a list of distributions into a PackageSet."""
- package_set = {}
- problems = False
- env = get_default_environment()
- for dist in env.iter_installed_distributions(local_only=False, skip=()):
- name = dist.canonical_name
- try:
- dependencies = list(dist.iter_dependencies())
- package_set[name] = PackageDetails(dist.version, dependencies)
- except (OSError, ValueError) as e:
- # Don't crash on unreadable or broken metadata.
- logger.warning("Error parsing requirements for %s: %s", name, e)
- problems = True
- return package_set, problems
- def check_package_set(
- package_set: PackageSet, should_ignore: Optional[Callable[[str], bool]] = None
- ) -> CheckResult:
- """Check if a package set is consistent
- If should_ignore is passed, it should be a callable that takes a
- package name and returns a boolean.
- """
- missing = {}
- conflicting = {}
- for package_name, package_detail in package_set.items():
- # Info about dependencies of package_name
- missing_deps: Set[Missing] = set()
- conflicting_deps: Set[Conflicting] = set()
- if should_ignore and should_ignore(package_name):
- continue
- for req in package_detail.dependencies:
- name = canonicalize_name(req.name)
- # Check if it's missing
- if name not in package_set:
- missed = True
- if req.marker is not None:
- missed = req.marker.evaluate({"extra": ""})
- if missed:
- missing_deps.add((name, req))
- continue
- # Check if there's a conflict
- version = package_set[name].version
- if not req.specifier.contains(version, prereleases=True):
- conflicting_deps.add((name, version, req))
- if missing_deps:
- missing[package_name] = sorted(missing_deps, key=str)
- if conflicting_deps:
- conflicting[package_name] = sorted(conflicting_deps, key=str)
- return missing, conflicting
- def check_install_conflicts(to_install: List[InstallRequirement]) -> ConflictDetails:
- """For checking if the dependency graph would be consistent after \
- installing given requirements
- """
- # Start from the current state
- package_set, _ = create_package_set_from_installed()
- # Install packages
- would_be_installed = _simulate_installation_of(to_install, package_set)
- # Only warn about directly-dependent packages; create a whitelist of them
- whitelist = _create_whitelist(would_be_installed, package_set)
- return (
- package_set,
- check_package_set(
- package_set, should_ignore=lambda name: name not in whitelist
- ),
- )
- def _simulate_installation_of(
- to_install: List[InstallRequirement], package_set: PackageSet
- ) -> Set[NormalizedName]:
- """Computes the version of packages after installing to_install."""
- # Keep track of packages that were installed
- installed = set()
- # Modify it as installing requirement_set would (assuming no errors)
- for inst_req in to_install:
- abstract_dist = make_distribution_for_install_requirement(inst_req)
- dist = abstract_dist.get_metadata_distribution()
- name = dist.canonical_name
- package_set[name] = PackageDetails(dist.version, list(dist.iter_dependencies()))
- installed.add(name)
- return installed
- def _create_whitelist(
- would_be_installed: Set[NormalizedName], package_set: PackageSet
- ) -> Set[NormalizedName]:
- packages_affected = set(would_be_installed)
- for package_name in package_set:
- if package_name in packages_affected:
- continue
- for req in package_set[package_name].dependencies:
- if canonicalize_name(req.name) in packages_affected:
- packages_affected.add(package_name)
- break
- return packages_affected
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