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/*
* solver3.h - The APT 3.0 solver
*
* Copyright (c) 2023 Julian Andres Klode
* Copyright (c) 2023 Canonical Ltd
*
* SPDX-License-Identifier: GPL-2.0+
*/
#include <cassert>
#include <optional>
#include <queue>
#include <vector>
#include <apt-pkg/configuration.h>
#include <apt-pkg/depcache.h>
#include <apt-pkg/pkgcache.h>
#include <apt-pkg/policy.h>
namespace APT
{
/**
* \brief A simple mapping from objects in the cache to user-defined types.
*
* This default initializes an array with the specified value type for each
* object in the cache of that type.
*/
template <typename K, typename V, bool fast = false>
class ContiguousCacheMap
{
V *data_; // Avoid std::unique_ptr() as it may check that it's non-null.
public:
ContiguousCacheMap(pkgCache &cache)
{
static_assert(std::is_constructible_v<V>);
if constexpr (fast)
{
static_assert(std::is_trivially_constructible_v<V>);
static_assert(std::is_trivially_destructible_v<V>);
}
size_t size;
if constexpr (std::is_same_v<K, pkgCache::Version>)
size = cache.Head().VersionCount;
else if constexpr (std::is_same_v<K, pkgCache::Package>)
size = cache.Head().PackageCount;
else
static_assert(false, "Cannot construct map for key type");
data_ = new V[size]{};
}
V &operator[](const K *key) { return data_[key->ID]; }
const V &operator[](const K *key) const { return data_[key->ID]; }
~ContiguousCacheMap() { delete[] data_; }
};
/**
* \brief A version of ContiguousCacheMap that ensures allocation and deallocation is trivial.
*/
template <typename K, typename V>
using FastContiguousCacheMap = ContiguousCacheMap<K, V, true>;
/*
* \brief APT 3.0 solver
*
* This is a simple solver focused on understandability and sensible results, it
* will not generally find all solutions to the problem but will try to find the best
* ones.
*
* It is a brute force solver with heuristics, conflicts learning, and 2**32 levels
* of backtracking.
*/
class Solver
{
enum class Decision : uint16_t;
enum class Hint : uint16_t;
struct Var;
struct CompareProviders3;
struct State;
struct Clause;
struct Work;
struct Solved;
// \brief Groups of works, these are ordered.
//
// Later items will be skipped if they are optional, or we will when backtracking,
// try a different choice for them.
enum class Group : uint8_t
{
HoldOrDelete,
// Satisfying dependencies on entirely new packages first is a good idea because
// it may contain replacement packages like libfoo1t64 whereas we later will see
// Depends: libfoo1 where libfoo1t64 Provides libfoo1 and we'd have to choose.
SatisfyNew,
Satisfy,
// On a similar note as for SatisfyNew, if the dependency contains obsolete packages
// try it last.
SatisfyObsolete,
// Select a version of a package chosen for install.
SelectVersion,
// My intuition tells me that we should try to schedule upgrades first, then
// any non-obsolete installed packages, and only finally obsolete ones, such
// that newer packages guide resolution of dependencies for older ones, they
// may have more stringent dependencies, like a (>> 2) whereas an obsolete
// package may have a (>> 1), for example.
UpgradeManual,
InstallManual,
ObsoleteManual,
// Automatically installed packages must come last in the group, this allows
// us to see if they were installed as a dependency of a manually installed package,
// allowing a simple implementation of an autoremoval code.
UpgradeAuto,
KeepAuto,
ObsoleteAuto
};
// \brief Type to record depth at. This may very well be a 16-bit
// unsigned integer, then change Solver::State::Decision to be a
// uint16_t class enum as well to get a more compact space.
using depth_type = unsigned int;
// Documentation
template <typename T>
using heap = std::vector<T>;
static_assert(sizeof(depth_type) >= sizeof(map_id_t));
// Cache is needed to construct Iterators from Version objects we see
pkgCache &cache;
// Policy is needed for determining candidate version.
pkgDepCache::Policy &policy;
// Root state
std::unique_ptr<State> rootState;
// States for packages
ContiguousCacheMap<pkgCache::Package, State> pkgStates;
// States for versions
ContiguousCacheMap<pkgCache::Version, State> verStates;
// \brief Helper function for safe access to package state.
inline State &operator[](pkgCache::Package *P)
{
return pkgStates[P];
}
inline const State &operator[](pkgCache::Package *P) const
{
return pkgStates[P];
}
// \brief Helper function for safe access to version state.
inline State &operator[](pkgCache::Version *V)
{
return verStates[V];
}
inline const State &operator[](pkgCache::Version *V) const
{
return verStates[V];
}
// \brief Helper function for safe access to either state.
inline State &operator[](Var r);
inline const State &operator[](Var r) const;
mutable FastContiguousCacheMap<pkgCache::Package, char> pkgObsolete;
bool Obsolete(pkgCache::PkgIterator pkg) const;
bool ObsoletedByNewerSourceVersion(pkgCache::VerIterator cand) const;
mutable FastContiguousCacheMap<pkgCache::Version, short> priorities;
short GetPriority(pkgCache::VerIterator ver) const
{
if (priorities[ver] == 0)
priorities[ver] = policy.GetPriority(ver);
return priorities[ver];
}
mutable ContiguousCacheMap<pkgCache::Package, pkgCache::VerIterator> candidates;
pkgCache::VerIterator GetCandidateVer(pkgCache::PkgIterator pkg) const
{
if (candidates[pkg].end())
candidates[pkg] = policy.GetCandidateVer(pkg);
return candidates[pkg];
}
// \brief Heap of the remaining work.
//
// We are using an std::vector with std::make_heap(), std::push_heap(),
// and std::pop_heap() rather than a priority_queue because we need to
// be able to iterate over the queued work and see if a choice would
// invalidate any work.
heap<Work> work{};
// \brief Whether RescoreWork() actually needs to rescore the work.
bool needsRescore{false};
// \brief Backlog of solved work.
//
// Solved work may become invalidated when backtracking, so store it
// here to revisit it later. This is similar to what MiniSAT calls the
// trail; one distinction is that we have both literals and our work
// queue to be concerned about
std::vector<Solved> solved{};
// \brief Propagation queue
std::queue<Var> propQ;
// \brief Current decision level.
//
// This is an index into the solved vector.
std::vector<depth_type> choices{};
/// Various configuration options
// \brief Debug level
int debug{_config->FindI("Debug::APT::Solver")};
// \brief If set, we try to keep automatically installed packages installed.
bool KeepAuto{not _config->FindB("APT::Get::AutomaticRemove")};
// \brief Determines if we are in upgrade mode.
bool IsUpgrade{_config->FindB("APT::Solver::Upgrade", false)};
// \brief If set, removals are allowed.
bool AllowRemove{_config->FindB("APT::Solver::Remove", true)};
// \brief If set, removal of manual packages is allowed.
bool AllowRemoveManual{AllowRemove && _config->FindB("APT::Solver::RemoveManual", false)};
// \brief If set, installs are allowed.
bool AllowInstall{_config->FindB("APT::Solver::Install", true)};
// \brief If set, we use strict pinning.
bool StrictPinning{_config->FindB("APT::Solver::Strict-Pinning", true)};
// \brief If set, we install missing recommends and pick new best packages.
bool FixPolicyBroken{_config->FindB("APT::Get::Fix-Policy-Broken")};
// \brief Discover a variable, translating the underlying dependencies to the SAT presentation
void Discover(Var var);
// \brief Link a clause into the watchers
void RegisterClause(Clause &&clause);
// \brief Enqueue dependencies shared by all versions of the package.
void RegisterCommonDependencies(pkgCache::PkgIterator Pkg);
// \brief Reject reverse dependencies. Must call std::make_heap() after.
[[nodiscard]] bool RejectReverseDependencies(pkgCache::VerIterator Ver);
// \brief Translate an or group into a clause object
[[nodiscard]] Clause TranslateOrGroup(pkgCache::DepIterator start, pkgCache::DepIterator end, Var reason);
// \brief Propagate all pending propagations
[[nodiscard]] bool Propagate();
// \brief Propagate a rejection of a variable
[[nodiscard]] bool PropagateReject(Var var);
// \brief Return the current depth (choices.size() with casting)
depth_type depth()
{
return static_cast<depth_type>(choices.size());
}
public:
// \brief Create a new decision level.
void Push(Work work);
// \brief Revert to the previous decision level.
[[nodiscard]] bool Pop();
// \brief Undo a single assignment / solved work item
void UndoOne();
// \brief Add work to our work queue.
[[nodiscard]] bool AddWork(Work &&work);
// \brief Rescore the work after a reject or a pop
void RescoreWorkIfNeeded();
// \brief Basic solver initializer. This cannot fail.
Solver(pkgCache &Cache, pkgDepCache::Policy &Policy);
// Assume that the variable is decided as specified.
[[nodiscard]] bool Assume(Var var, bool decision, Var reason);
// Enqueue a decision fact
[[nodiscard]] bool Enqueue(Var var, bool decision, Var reason);
// \brief Apply the selections from the dep cache to the solver
[[nodiscard]] bool FromDepCache(pkgDepCache &depcache);
// \brief Apply the solver result to the depCache
[[nodiscard]] bool ToDepCache(pkgDepCache &depcache) const;
// \brief Solve the dependencies
[[nodiscard]] bool Solve();
// Print dependency chain
std::string WhyStr(Var reason) const;
};
}; // namespace APT
/**
* \brief Tagged union holding either a package, version, or nothing; representing the reason for installing something.
*
* We want to keep track of the reason why things are being installed such that
* we can have sensible debugging abilities; and we want to generically refer to
* both packages and versions as variables, hence this class was added.
*
*/
struct APT::Solver::Var
{
uint32_t IsVersion : 1;
uint32_t MapPtr : 31;
Var() : IsVersion(0), MapPtr(0) {}
explicit Var(pkgCache::PkgIterator const &Pkg) : IsVersion(0), MapPtr(Pkg.MapPointer()) {}
explicit Var(pkgCache::VerIterator const &Ver) : IsVersion(1), MapPtr(Ver.MapPointer()) {}
// \brief Return the package, if any, otherwise 0.
map_pointer<pkgCache::Package> Pkg() const
{
return IsVersion ? 0 : map_pointer<pkgCache::Package>{(uint32_t)MapPtr};
}
// \brief Return the version, if any, otherwise 0.
map_pointer<pkgCache::Version> Ver() const
{
return IsVersion ? map_pointer<pkgCache::Version>{(uint32_t)MapPtr} : 0;
}
// \brief Return the package iterator if storing a package, or an empty one
pkgCache::PkgIterator Pkg(pkgCache &cache) const
{
return IsVersion ? pkgCache::PkgIterator() : pkgCache::PkgIterator(cache, cache.PkgP + Pkg());
}
// \brief Return the version iterator if storing a package, or an empty end.
pkgCache::VerIterator Ver(pkgCache &cache) const
{
return IsVersion ? pkgCache::VerIterator(cache, cache.VerP + Ver()) : pkgCache::VerIterator();
}
// \brief Return a package, cast from version if needed
pkgCache::PkgIterator CastPkg(pkgCache &cache) const
{
assert(MapPtr != 0);
return IsVersion ? Ver(cache).ParentPkg() : Pkg(cache);
}
// \brief Check if there is no reason.
bool empty() const
{
return IsVersion == 0 && MapPtr == 0;
}
bool operator==(Var const other)
{
return IsVersion == other.IsVersion && MapPtr == other.MapPtr;
}
std::string toString(pkgCache &cache) const
{
if (auto P = Pkg(cache); not P.end())
return P.FullName();
if (auto V = Ver(cache); not V.end())
return V.ParentPkg().FullName() + "=" + V.VerStr();
return "(root)";
}
};
/**
* \brief A single clause
*
* A clause is a normalized, expanded dependency, translated into an implication
* in terms of Var objects, that is, `reason -> solutions[0] | ... | solutions[n]`
*/
struct APT::Solver::Clause
{
// \brief Underyling dependency
pkgCache::Dependency *dep = nullptr;
// \brief Var for the work
Var reason;
// \brief The group we are in
Group group;
// \brief Possible solutions to this task, ordered in order of preference.
std::vector<Var> solutions{};
// \brief An optional clause does not need to be satisfied
bool optional;
// \brief A negative clause negates the solutions, that is X->A|B you get X->!(A|B), aka X->!A&!B
bool negative;
inline Clause(Var reason, Group group, bool optional = false, bool negative = false) : reason(reason), group(group), optional(optional), negative(negative) {}
std::string toString(pkgCache &cache) const;
};
/**
* \brief A single work item
*
* A work item is a positive dependency that still needs to be resolved. Work
* is ordered, by depth, length of solutions, and optionality.
*
* The work can always be recalculated from the state by iterating over dependencies
* of all packages in there, finding solutions to them, and then adding all dependencies
* not yet resolved to the work queue.
*/
struct APT::Solver::Work
{
const Clause *clause;
// \brief The depth at which the item has been added
depth_type depth;
// This is a union because we only need to store the choice we made when adding
// to the choice vector, and we don't need the size of valid choices in there.
union
{
// The choice we took
Var choice;
// Number of valid choices
size_t size{0};
};
// \brief This item should be removed from the queue.
bool erased{false};
bool operator<(APT::Solver::Work const &b) const;
std::string toString(pkgCache &cache) const;
inline Work(const Clause *clause, depth_type depth) : clause(clause), depth(depth) {}
};
// \brief This essentially describes the install state in RFC2119 terms.
enum class APT::Solver::Decision : uint16_t
{
// \brief We have not made a choice about the package yet
NONE,
// \brief We need to install this package
MUST,
// \brief We cannot install this package (need conflicts with it)
MUSTNOT,
};
/**
* \brief The solver state
*
* For each version, the solver records a decision at a certain level. It
* maintains an array mapping from version ID to state.
*/
struct APT::Solver::State
{
// \brief The reason for causing this state (invalid for NONE).
//
// Rejects may have been caused by a later state. Consider we select
// between x1 and x2 in depth = N. If we now find dependencies of x1
// leading to a conflict with a package in K < N, we will record all
// of them as REJECT in depth = K.
//
// You can follow the reason chain upwards as long as the depth
// doesn't increase to unwind.
//
// Vars < 0 are package ID, reasons > 0 are version IDs.
Var reason{};
// \brief The depth at which the decision has been taken
depth_type depth{0};
// \brief This essentially describes the install state in RFC2119 terms.
Decision decision{Decision::NONE};
// \brief Flags.
struct
{
bool discovered{};
} flags;
static_assert(sizeof(flags) <= sizeof(int));
// \brief Clauses owned by this package/version
std::vector<std::unique_ptr<Clause>> clauses;
};
/**
* \brief A solved item.
*
* Here we keep track of solved clauses and variable assignments such that we can easily undo
* them.
*/
struct APT::Solver::Solved
{
// \brief A variable that has been assigned. We store this as a reason (FIXME: Rename Var to Var)
Var assigned;
// \brief A work item that has been solved. This needs to be put back on the queue.
std::optional<Work> work;
};
inline APT::Solver::State &APT::Solver::operator[](Var r)
{
if (auto P = r.Pkg())
return (*this)[cache.PkgP + P];
if (auto V = r.Ver())
return (*this)[cache.VerP + V];
return *rootState.get();
}
inline const APT::Solver::State &APT::Solver::operator[](Var r) const
{
return const_cast<Solver &>(*this)[r];
}
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