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670 lines
28 KiB
670 lines
28 KiB
# -*- coding: utf-8 -*-
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# Copyright (C) 2012 Niels Thykier <niels@thykier.net>
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# This program is free software; you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation; either version 2 of the License, or
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# (at your option) any later version.
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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from collections import defaultdict
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from functools import partial
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import logging
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from itertools import chain, filterfalse
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from britney2.utils import iter_except, add_transitive_dependencies_flatten
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class InstallabilityTester(object):
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def __init__(self, universe, suite_contents):
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"""Create a new installability tester
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universe is a BinaryPackageUniverse
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suite_contents is a (mutable) set of package ids that determines
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which of the packages in universe are currently in the suite.
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Package id: (pkg_name, pkg_version, pkg_arch)
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- NB: arch:all packages are "re-mapped" to given architecture.
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(simplifies caches and dependency checking)
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"""
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self._universe = universe
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# FIXME: Move this field to TargetSuite
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self._suite_contents = suite_contents
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self._stats = InstallabilityStats()
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logger_name = ".".join((self.__class__.__module__, self.__class__.__name__))
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self.logger = logging.getLogger(logger_name)
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# Cache of packages known to be broken - we deliberately do not
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# include "broken" in it. See _optimize for more info.
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self._cache_broken = set()
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# Cache of packages known to be installable
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self._cache_inst = set()
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# Per "arch" cache of the "minimal" (possibly incomplete)
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# pseudo-essential set. This includes all the packages that
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# are essential and packages that will always follow.
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#
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# It may not be a complete essential set, since alternatives
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# are not always resolved. Noticeably cases like "awk" may be
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# left out (since it could be either gawk, mawk or
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# original-awk) unless something in this sets depends strictly
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# on one of them
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self._cache_ess = {}
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essential_w_transitive_deps = set(universe.essential_packages)
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add_transitive_dependencies_flatten(universe, essential_w_transitive_deps)
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self._cache_essential_transitive_dependencies = essential_w_transitive_deps
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def compute_installability(self):
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"""Computes the installability of all the packages in the suite
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This method computes the installability of all packages in
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the suite and caches the result. This has the advantage of
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making "is_installable" queries very fast for all packages
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in the suite.
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"""
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universe = self._universe
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check_inst = self._check_inst
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cbroken = self._cache_broken
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cache_inst = self._cache_inst
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suite_contents = self._suite_contents
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tcopy = [x for x in suite_contents]
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for t in filterfalse(cache_inst.__contains__, tcopy):
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if t in cbroken:
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continue
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res = check_inst(t)
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if t in universe.equivalent_packages:
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eqv = (x for x in universe.packages_equivalent_to(t) if x in suite_contents)
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if res:
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cache_inst.update(eqv)
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else:
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eqv_set = frozenset(eqv)
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suite_contents -= eqv_set
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cbroken |= eqv_set
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@property
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def stats(self):
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return self._stats
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def any_of_these_are_in_the_suite(self, pkgs):
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"""Test if at least one package of a given set is in the suite
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:param pkgs: A set of package ids (as defined in the constructor)
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:return: True if any of the packages in pkgs are currently in the suite
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"""
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return not self._suite_contents.isdisjoint(pkgs)
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def is_pkg_in_the_suite(self, pkg_id):
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"""Test if the package of is in the suite
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:param pkg_id: A package id (as defined in the constructor)
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:return: True if the pkg is currently in the suite
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"""
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return pkg_id in self._suite_contents
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def which_of_these_are_in_the_suite(self, pkgs):
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"""Iterate over all packages that are in the suite
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:param pkgs: An iterable of package ids
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:return: An iterable of package ids that are in the suite
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"""
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yield from (x for x in pkgs if x in self._suite_contents)
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def add_binary(self, pkg_id):
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"""Add a binary package to the suite
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If the package is not known, this method will throw an
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KeyError.
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:param pkg_id The id of the package
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"""
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if pkg_id not in self._universe: # pragma: no cover
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raise KeyError(str(pkg_id))
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if pkg_id in self._universe.broken_packages:
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self._suite_contents.add(pkg_id)
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elif pkg_id not in self._suite_contents:
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self._suite_contents.add(pkg_id)
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if self._cache_inst:
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self._stats.cache_drops += 1
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self._cache_inst = set()
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if self._cache_broken:
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# Re-add broken packages as some of them may now be installable
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self._suite_contents |= self._cache_broken
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self._cache_broken = set()
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if pkg_id in self._cache_essential_transitive_dependencies and pkg_id.architecture in self._cache_ess:
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# Adds new possibly pseudo-essential => "pseudo-essential" set needs to be
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# recomputed
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del self._cache_ess[pkg_id.architecture]
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return True
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def remove_binary(self, pkg_id):
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"""Remove a binary from the suite
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:param pkg_id The id of the package
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If the package is not known, this method will throw an
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KeyError.
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"""
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if pkg_id not in self._universe: # pragma: no cover
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raise KeyError(str(pkg_id))
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self._cache_broken.discard(pkg_id)
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if pkg_id in self._suite_contents:
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self._suite_contents.remove(pkg_id)
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if pkg_id.architecture in self._cache_ess and pkg_id in self._cache_ess[pkg_id.architecture][0]:
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# Removes a package from the "pseudo-essential set"
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del self._cache_ess[pkg_id.architecture]
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if not self._universe.reverse_dependencies_of(pkg_id):
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# no reverse relations - safe
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return True
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if pkg_id not in self._universe.broken_packages and pkg_id in self._cache_inst:
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# It is in our cache (and not guaranteed to be broken) - throw out the cache
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self._cache_inst = set()
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self._stats.cache_drops += 1
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return True
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def is_installable(self, pkg_id):
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"""Test if a package is installable in this package set
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The package is assumed to be in the suite and only packages in
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the suite can be used to satisfy relations.
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:param pkg_id The id of the package
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Returns True iff the package is installable.
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Returns False otherwise.
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"""
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self._stats.is_installable_calls += 1
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if pkg_id not in self._universe: # pragma: no cover
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raise KeyError(str(pkg_id))
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if pkg_id not in self._suite_contents or pkg_id in self._universe.broken_packages:
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self._stats.cache_hits += 1
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return False
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if pkg_id in self._cache_inst:
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self._stats.cache_hits += 1
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return True
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self._stats.cache_misses += 1
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return self._check_inst(pkg_id)
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def _check_inst(self, t, musts=None, never=None, choices=None):
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# See the explanation of musts, never and choices below.
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stats = self._stats
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universe = self._universe
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suite_contents = self._suite_contents
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cbroken = self._cache_broken
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# Our installability verdict - start with "yes" and change if
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# prove otherwise.
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verdict = True
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# set of packages that must be installed with this package
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if musts is None:
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musts = set()
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musts.add(t)
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# set of packages we can *never* choose (e.g. due to conflicts)
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if never is None:
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never = set()
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# set of relations were we have a choice, but where we have not
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# committed ourselves yet. Hopefully some choices may be taken
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# for us (if one of the alternatives appear in "musts")
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if choices is None:
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choices = set()
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# The subset of musts we haven't checked yet.
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check = [t]
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if len(musts) == 1:
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# Include the essential packages in the suite as a starting point.
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if t.architecture not in self._cache_ess:
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# The minimal essential set cache is not present -
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# compute it now.
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(start, ess_never, ess_choices) = self._get_min_pseudo_ess_set(t.architecture)
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else:
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(start, ess_never, ess_choices) = self._cache_ess[t.architecture]
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if t in ess_never:
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# t conflicts with something in the essential set or the essential
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# set conflicts with t - either way, t is f***ed
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cbroken.add(t)
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suite_contents.remove(t)
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stats.conflicts_essential += 1
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return False
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musts.update(start)
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never.update(ess_never)
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choices.update(ess_choices)
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# curry check_loop
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check_loop = partial(self._check_loop, universe, suite_contents,
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stats, musts, never, cbroken)
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# Useful things to remember:
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#
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# * musts and never are disjointed at all times
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# - if not, t cannot be installable. Either t, or one of
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# its dependencies conflict with t or one of its (other)
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# dependencies.
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#
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# * choices should generally be avoided as much as possible.
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# - picking a bad choice requires backtracking
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# - sometimes musts/never will eventually "solve" the choice.
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#
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# * check never includes choices (these are always in choices)
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#
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# * A package is installable if never and musts are disjointed
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# and both check and choices are empty.
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# - exception: resolve_choices may determine the installability
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# of t via recursion (calls _check_inst). In this case
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# check and choices are not (always) empty.
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def _prune_choices(rebuild, len=len):
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"""Picks a choice from choices and updates rebuild.
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Prunes the choices and updates "rebuild" to reflect the
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pruned choices.
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Returns True if t is installable (determined via recursion).
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Returns False if a choice was picked and added to check.
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Returns None if t is uninstallable (no choice can be picked).
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NB: If this returns False, choices should be replaced by
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rebuild.
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"""
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# We already satisfied/chosen at least one of the literals
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# in the choice, so the choice is gone
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for choice in filter(musts.isdisjoint, choices):
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# cbroken is needed here because (in theory) it could
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# have changed since the choice was discovered and it
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# is smaller than suite_contents (so presumably faster)
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remain = choice - never - cbroken
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if len(remain) == 1:
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# the choice was reduced to one package we haven't checked - check that
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check.extend(remain)
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musts.update(remain)
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stats.choice_presolved += 1
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continue
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if not remain:
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# all alternatives would violate the conflicts or are uninstallable
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# => package is not installable
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stats.choice_presolved += 1
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return False
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# The choice is still deferred
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rebuild.add(frozenset(remain))
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return True
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# END _prune_choices
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while check:
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if not check_loop(choices, check):
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verdict = False
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break
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if choices:
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rebuild = set()
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if not _prune_choices(rebuild):
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verdict = False
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break
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if not check and rebuild:
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# We have to "guess" now, which is always fun, but not cheap. We
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# stop guessing:
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# - once we run out of choices to make (obviously), OR
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# - if one of the choices exhaust all but one option
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if self.resolve_choices(check, musts, never, rebuild):
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# The recursive call have already updated the
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# cache so there is not point in doing it again.
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return True
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choices = rebuild
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if verdict:
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# if t is installable, then so are all packages in musts
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self._cache_inst.update(musts)
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stats.solved_installable += 1
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else:
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stats.solved_uninstallable += 1
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return verdict
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def resolve_choices(self, check, musts, never, choices):
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universe = self._universe
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suite_contents = self._suite_contents
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stats = self._stats
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cbroken = self._cache_broken
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while choices:
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choice_options = choices.pop()
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choice = iter(choice_options)
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last = next(choice) # pick one to go last
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solved = False
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for p in choice:
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musts_copy = musts.copy()
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never_tmp = set()
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choices_tmp = set()
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check_tmp = [p]
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# _check_loop assumes that "musts" is up to date
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musts_copy.add(p)
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if not self._check_loop(universe, suite_contents,
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stats, musts_copy, never_tmp,
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cbroken, choices_tmp,
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check_tmp):
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# p cannot be chosen/is broken (unlikely, but ...)
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continue
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# Test if we can pick p without any consequences.
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# - when we can, we avoid a backtrack point.
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if never_tmp <= never and choices_tmp <= choices:
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# we can pick p without picking up new conflicts
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# or unresolved choices. Therefore we commit to
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# using p.
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musts.update(musts_copy)
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stats.choice_resolved_without_restore_point += 1
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solved = True
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break
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if not musts.isdisjoint(never_tmp):
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# If we pick p, we will definitely end up making
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# t uninstallable, so p is a no-go.
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continue
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stats.backtrace_restore_point_created += 1
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# We are not sure that p is safe, setup a backtrack
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# point and recurse.
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never_tmp |= never
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choices_tmp |= choices
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if self._check_inst(p, musts_copy, never_tmp,
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choices_tmp):
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# Success, p was a valid choice and made it all
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# installable
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return True
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# If we get here, we failed to find something that
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# would satisfy choice (without breaking the
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# installability of t). This means p cannot be used
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# to satisfy the dependencies, so pretend to conflict
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# with it - hopefully it will reduce future choices.
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never.add(p)
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stats.backtrace_restore_point_used += 1
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if not solved:
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# Optimization for the last case; avoid the recursive call
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# and just assume the last will lead to a solution. If it
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# doesn't there is no solution and if it does, we don't
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# have to back-track anyway.
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check.append(last)
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musts.add(last)
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stats.backtrace_last_option += 1
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return False
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def _check_loop(self, universe, suite_contents, stats, musts, never,
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cbroken, choices, check, len=len,
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frozenset=frozenset):
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"""Finds all guaranteed dependencies via "check".
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If it returns False, t is not installable. If it returns True
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then "check" is exhausted. If "choices" are empty and this
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returns True, then t is installable.
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"""
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# Local variables for faster access...
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not_satisfied = partial(filter, musts.isdisjoint)
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# While we have guaranteed dependencies (in check), examine all
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# of them.
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for cur in iter_except(check.pop, IndexError):
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relations = universe.relations_of(cur)
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if relations.negative_dependencies:
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# Conflicts?
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if cur in never:
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# cur adds a (reverse) conflict, so check if cur
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# is in never.
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#
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# - there is a window where two conflicting
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# packages can be in check. Example "A" depends
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# on "B" and "C". If "B" conflicts with "C",
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# then both "B" and "C" could end in "check".
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return False
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# We must install cur for the package to be installable,
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# so "obviously" we can never choose any of its conflicts
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never.update(relations.negative_dependencies & suite_contents)
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# depgroup can be satisfied by picking something that is
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# already in musts - lets pick that (again). :)
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for depgroup in not_satisfied(relations.dependencies):
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# Of all the packages listed in the relation remove those that
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# are either:
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# - not in the suite
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# - known to be broken (by cache)
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# - in never
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candidates = (depgroup & suite_contents) - never
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if not candidates:
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# We got no candidates to satisfy it - this
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# package cannot be installed with the current
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# (version of the) suite
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if cur not in cbroken and depgroup.isdisjoint(never):
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# cur's dependency cannot be satisfied even if never was empty.
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# This means that cur itself is broken (as well).
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cbroken.add(cur)
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suite_contents.remove(cur)
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return False
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if len(candidates) == 1:
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# only one possible solution to this choice and we
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# haven't seen it before
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check.extend(candidates)
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musts.update(candidates)
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else:
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possible_eqv = set(x for x in candidates if x in universe.equivalent_packages)
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if len(possible_eqv) > 1:
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# Exploit equivalency to reduce the number of
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# candidates if possible. Basically, this
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# code maps "similar" candidates into a single
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# candidate that will give a identical result
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# to any other candidate it eliminates.
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#
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# See InstallabilityTesterBuilder's
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# _build_eqv_packages_table method for more
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# information on how this works.
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new_cand = set(x for x in candidates if x not in possible_eqv)
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stats.eqv_table_times_used += 1
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for chosen in iter_except(possible_eqv.pop, KeyError):
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new_cand.add(chosen)
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possible_eqv -= universe.packages_equivalent_to(chosen)
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stats.eqv_table_total_number_of_alternatives_eliminated += len(candidates) - len(new_cand)
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if len(new_cand) == 1:
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check.extend(new_cand)
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musts.update(new_cand)
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stats.eqv_table_reduced_to_one += 1
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continue
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elif len(candidates) == len(new_cand):
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stats.eqv_table_reduced_by_zero += 1
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candidates = frozenset(new_cand)
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else:
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# Candidates have to be a frozenset to be added to choices
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candidates = frozenset(candidates)
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# defer this choice till later
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choices.add(candidates)
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|
return True
|
|
|
|
def _get_min_pseudo_ess_set(self, arch):
|
|
if arch not in self._cache_ess:
|
|
# The minimal essential set cache is not present -
|
|
# compute it now.
|
|
suite_contents = self._suite_contents
|
|
cbroken = self._cache_broken
|
|
universe = self._universe
|
|
stats = self._stats
|
|
|
|
ess_base = [x for x in self._universe.essential_packages if x.architecture == arch and x in suite_contents]
|
|
start = set(ess_base)
|
|
ess_never = set()
|
|
ess_choices = set()
|
|
not_satisfied = partial(filter, start.isdisjoint)
|
|
|
|
while ess_base:
|
|
self._check_loop(universe, suite_contents, stats,
|
|
start, ess_never, cbroken,
|
|
ess_choices, ess_base)
|
|
if ess_choices:
|
|
# Try to break choices where possible
|
|
nchoice = set()
|
|
for choice in not_satisfied(ess_choices):
|
|
b = False
|
|
for c in choice:
|
|
relations = universe.relations_of(c)
|
|
if relations.negative_dependencies <= ess_never and \
|
|
not any(not_satisfied(relations.dependencies)):
|
|
ess_base.append(c)
|
|
b = True
|
|
break
|
|
if not b:
|
|
nchoice.add(choice)
|
|
ess_choices = nchoice
|
|
else:
|
|
break
|
|
|
|
for x in start:
|
|
ess_never.update(universe.negative_dependencies_of(x))
|
|
self._cache_ess[arch] = (frozenset(start), frozenset(ess_never), frozenset(ess_choices))
|
|
|
|
return self._cache_ess[arch]
|
|
|
|
def compute_stats(self):
|
|
universe = self._universe
|
|
graph_stats = defaultdict(ArchStats)
|
|
seen_eqv = defaultdict(set)
|
|
|
|
for pkg in universe:
|
|
(pkg_name, pkg_version, pkg_arch) = pkg
|
|
relations = universe.relations_of(pkg)
|
|
arch_stats = graph_stats[pkg_arch]
|
|
|
|
arch_stats.nodes += 1
|
|
|
|
if pkg in universe.equivalent_packages and pkg not in seen_eqv[pkg_arch]:
|
|
eqv = [e for e in universe.packages_equivalent_to(pkg) if e.architecture == pkg_arch]
|
|
arch_stats.eqv_nodes += len(eqv)
|
|
|
|
arch_stats.add_dep_edges(relations.dependencies)
|
|
arch_stats.add_con_edges(relations.negative_dependencies)
|
|
|
|
for stat in graph_stats.values():
|
|
stat.compute_all()
|
|
|
|
return graph_stats
|
|
|
|
|
|
class InstallabilityStats(object):
|
|
|
|
def __init__(self):
|
|
self.cache_hits = 0
|
|
self.cache_misses = 0
|
|
self.cache_drops = 0
|
|
self.backtrace_restore_point_created = 0
|
|
self.backtrace_restore_point_used = 0
|
|
self.backtrace_last_option = 0
|
|
self.choice_presolved = 0
|
|
self.choice_resolved_without_restore_point = 0
|
|
self.is_installable_calls = 0
|
|
self.solved_installable = 0
|
|
self.solved_uninstallable = 0
|
|
self.conflicts_essential = 0
|
|
self.eqv_table_times_used = 0
|
|
self.eqv_table_reduced_to_one = 0
|
|
self.eqv_table_reduced_by_zero = 0
|
|
self.eqv_table_total_number_of_alternatives_eliminated = 0
|
|
|
|
def stats(self):
|
|
formats = [
|
|
"Requests - is_installable: {is_installable_calls}",
|
|
"Cache - hits: {cache_hits}, misses: {cache_misses}, drops: {cache_drops}",
|
|
"Choices - pre-solved: {choice_presolved}, No RP: {choice_resolved_without_restore_point}",
|
|
"Backtrace - RP created: {backtrace_restore_point_created}, RP used: {backtrace_restore_point_used}, reached last option: {backtrace_last_option}", # nopep8
|
|
"Solved - installable: {solved_installable}, uninstallable: {solved_uninstallable}, conflicts essential: {conflicts_essential}", # nopep8
|
|
"Eqv - times used: {eqv_table_times_used}, perfect reductions: {eqv_table_reduced_to_one}, failed reductions: {eqv_table_reduced_by_zero}, total no. of alternatives pruned: {eqv_table_total_number_of_alternatives_eliminated}", # nopep8
|
|
]
|
|
return [x.format(**self.__dict__) for x in formats]
|
|
|
|
|
|
class ArchStats(object):
|
|
|
|
def __init__(self):
|
|
self.nodes = 0
|
|
self.eqv_nodes = 0
|
|
self.dep_edges = []
|
|
self.con_edges = []
|
|
self.stats = defaultdict(lambda: defaultdict(int))
|
|
|
|
def stat(self, statname):
|
|
return self.stats[statname]
|
|
|
|
def stat_summary(self):
|
|
text = []
|
|
for statname in ['nodes', 'dependency-clauses', 'dependency-clause-alternatives', 'negative-dependency-clauses']:
|
|
stat = self.stats[statname]
|
|
if statname != 'nodes':
|
|
format_str = "%s, max: %d, min: %d, median: %d, average: %f (%d/%d)"
|
|
values = [statname, stat['max'], stat['min'], stat['median'], stat['average'], stat['sum'], stat['size']]
|
|
if 'average-per-node' in stat:
|
|
format_str += ", average-per-node: %f"
|
|
values.append(stat['average-per-node'])
|
|
else:
|
|
format_str = "nodes: %d, eqv-nodes: %d"
|
|
values = (self.nodes, self.eqv_nodes)
|
|
text.append(format_str % tuple(values))
|
|
return text
|
|
|
|
def add_dep_edges(self, edges):
|
|
self.dep_edges.append(edges)
|
|
|
|
def add_con_edges(self, edges):
|
|
self.con_edges.append(edges)
|
|
|
|
def _list_stats(self, stat_name, sorted_list, average_per_node=False):
|
|
if sorted_list:
|
|
stats = self.stats[stat_name]
|
|
stats['max'] = sorted_list[-1]
|
|
stats['min'] = sorted_list[0]
|
|
stats['sum'] = sum(sorted_list)
|
|
stats['size'] = len(sorted_list)
|
|
stats['average'] = float(stats['sum'])/len(sorted_list)
|
|
stats['median'] = sorted_list[len(sorted_list)//2]
|
|
if average_per_node:
|
|
stats['average-per-node'] = float(stats['sum'])/self.nodes
|
|
|
|
def compute_all(self):
|
|
dep_edges = self.dep_edges
|
|
con_edges = self.con_edges
|
|
sorted_no_dep_edges = sorted(len(x) for x in dep_edges)
|
|
sorted_size_dep_edges = sorted(len(x) for x in chain.from_iterable(dep_edges))
|
|
sorted_no_con_edges = sorted(len(x) for x in con_edges)
|
|
self._list_stats('dependency-clauses', sorted_no_dep_edges)
|
|
self._list_stats('dependency-clause-alternatives', sorted_size_dep_edges, average_per_node=True)
|
|
self._list_stats('negative-dependency-clauses', sorted_no_con_edges)
|