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