luau/EqSat/include/Luau/EGraph.h
Hunter Goldstein c799a548e4 Sync to version/652
> What's new?

* Fragment Autocomplete: a new API allows for type checking a small
  fragment of code against an existing file, significantly speeding up
  autocomplete performance in large files.

> New Solver

* E-Graphs have landed: this is an ongoing approach to make the new type solver
  simplify types in a more consistent and principled manner, based on
  similar work (e.g.: https://egraphs-good.github.io/).
* Adds support for exported / local user type functions.
* Fixes a set of bugs in which the new solver will fail to complete
  inference for simple expressions with just literals and operators.

> General

* It is now an explicit runtime error to `require` a path with a ".lua" or
  ".luau" extension, and the error message will suggest removing the extension.
  ```
  require("path/to/mymodule.lua")
  ```
* Fixes a bug in which whether two `Symbol`s are equal depends on
  whether the new solver is enabled.
2024-11-08 11:01:20 -08:00

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// This file is part of the Luau programming language and is licensed under MIT License; see LICENSE.txt for details
#pragma once
#include "Luau/Common.h"
#include "Luau/Id.h"
#include "Luau/Language.h"
#include "Luau/UnionFind.h"
#include <optional>
#include <unordered_map>
#include <vector>
namespace Luau::EqSat
{
template<typename L, typename N>
struct EGraph;
template<typename L, typename N>
struct Analysis final
{
N analysis;
using D = typename N::Data;
Analysis() = default;
Analysis(N a)
: analysis(std::move(a))
{
}
template<typename T>
static D fnMake(const N& analysis, const EGraph<L, N>& egraph, const L& enode)
{
return analysis.make(egraph, *enode.template get<T>());
}
template<typename... Ts>
D make(const EGraph<L, N>& egraph, const Language<Ts...>& enode) const
{
using FnMake = D (*)(const N&, const EGraph<L, N>&, const L&);
static constexpr FnMake tableMake[sizeof...(Ts)] = {&fnMake<Ts>...};
return tableMake[enode.index()](analysis, egraph, enode);
}
void join(D& a, const D& b) const
{
return analysis.join(a, b);
}
};
/// Each e-class is a set of e-nodes representing equivalent terms from a given language,
/// and an e-node is a function symbol paired with a list of children e-classes.
template<typename L, typename D>
struct EClass final
{
Id id;
std::vector<L> nodes;
D data;
std::vector<std::pair<L, Id>> parents;
};
/// See <https://arxiv.org/pdf/2004.03082>.
template<typename L, typename N>
struct EGraph final
{
using EClassT = EClass<L, typename N::Data>;
EGraph() = default;
explicit EGraph(N analysis)
: analysis(std::move(analysis))
{
}
Id find(Id id) const
{
return unionfind.find(id);
}
std::optional<Id> lookup(const L& enode) const
{
LUAU_ASSERT(isCanonical(enode));
if (auto it = hashcons.find(enode); it != hashcons.end())
return it->second;
return std::nullopt;
}
Id add(L enode)
{
canonicalize(enode);
if (auto id = lookup(enode))
return *id;
Id id = makeEClass(enode);
return id;
}
// Returns true if the two IDs were not previously merged.
bool merge(Id id1, Id id2)
{
id1 = find(id1);
id2 = find(id2);
if (id1 == id2)
return false;
const Id mergedId = unionfind.merge(id1, id2);
// Ensure that id1 is the Id that we keep, and id2 is the id that we drop.
if (mergedId == id2)
std::swap(id1, id2);
EClassT& eclass1 = get(id1);
EClassT eclass2 = std::move(get(id2));
classes.erase(id2);
eclass1.nodes.insert(eclass1.nodes.end(), eclass2.nodes.begin(), eclass2.nodes.end());
eclass1.parents.insert(eclass1.parents.end(), eclass2.parents.begin(), eclass2.parents.end());
std::sort(
eclass1.nodes.begin(),
eclass1.nodes.end(),
[](const L& left, const L& right)
{
return left.index() < right.index();
}
);
worklist.reserve(worklist.size() + eclass1.parents.size());
for (const auto& [eclass, id] : eclass1.parents)
worklist.push_back(id);
analysis.join(eclass1.data, eclass2.data);
return true;
}
void rebuild()
{
std::unordered_set<Id> seen;
while (!worklist.empty())
{
Id id = worklist.back();
worklist.pop_back();
const bool isFresh = seen.insert(id).second;
if (!isFresh)
continue;
repair(find(id));
}
}
size_t size() const
{
return classes.size();
}
EClassT& operator[](Id id)
{
return get(find(id));
}
const EClassT& operator[](Id id) const
{
return const_cast<EGraph*>(this)->get(find(id));
}
const std::unordered_map<Id, EClassT>& getAllClasses() const
{
return classes;
}
private:
Analysis<L, N> analysis;
/// A union-find data structure 𝑈 stores an equivalence relation over e-class ids.
UnionFind unionfind;
/// The e-class map 𝑀 maps e-class ids to e-classes. All equivalent e-class ids map to the same
/// e-class, i.e., 𝑎 ≡id 𝑏 iff 𝑀[𝑎] is the same set as 𝑀[𝑏]. An e-class id 𝑎 is said to refer to the
/// e-class 𝑀[find(𝑎)].
std::unordered_map<Id, EClassT> classes;
/// The hashcons 𝐻 is a map from e-nodes to e-class ids.
std::unordered_map<L, Id, typename L::Hash> hashcons;
std::vector<Id> worklist;
private:
void canonicalize(L& enode)
{
// An e-node 𝑛 is canonical iff 𝑛 = canonicalize(𝑛), where
// canonicalize(𝑓(𝑎1, 𝑎2, ...)) = 𝑓(find(𝑎1), find(𝑎2), ...).
for (Id& id : enode.mutableOperands())
id = find(id);
}
bool isCanonical(const L& enode) const
{
bool canonical = true;
for (Id id : enode.operands())
canonical &= (id == find(id));
return canonical;
}
Id makeEClass(const L& enode)
{
LUAU_ASSERT(isCanonical(enode));
Id id = unionfind.makeSet();
classes.insert_or_assign(
id,
EClassT{
id,
{enode},
analysis.make(*this, enode),
{},
}
);
for (Id operand : enode.operands())
get(operand).parents.push_back({enode, id});
worklist.emplace_back(id);
hashcons.insert_or_assign(enode, id);
return id;
}
// Looks up for an eclass from a given non-canonicalized `id`.
// For a canonicalized eclass, use `get(find(id))` or `egraph[id]`.
EClassT& get(Id id)
{
LUAU_ASSERT(classes.count(id));
return classes.at(id);
}
void repair(Id id)
{
// In the egg paper, the `repair` function makes use of two loops over the `eclass.parents`
// by first erasing the old enode entry, and adding back the canonicalized enode with the canonical id.
// And then in another loop that follows, deduplicate it.
//
// Here, we unify the two loops. I think it's equivalent?
// After canonicalizing the enodes, the eclass may contain multiple enodes that are equivalent.
std::unordered_map<L, Id, typename L::Hash> newParents;
// The eclass can be deallocated if it is merged into another eclass, so
// we take what we need from it and avoid retaining a pointer.
std::vector<std::pair<L, Id>> parents = get(id).parents;
for (auto& pair : parents)
{
L& enode = pair.first;
Id id = pair.second;
// By removing the old enode from the hashcons map, we will always find our new canonicalized eclass id.
hashcons.erase(enode);
canonicalize(enode);
hashcons.insert_or_assign(enode, find(id));
if (auto it = newParents.find(enode); it != newParents.end())
merge(id, it->second);
newParents.insert_or_assign(enode, find(id));
}
// We reacquire the pointer because the prior loop potentially merges
// the eclass into another, which might move it around in memory.
EClassT* eclass = &get(find(id));
eclass->parents.clear();
for (const auto& [node, id] : newParents)
eclass->parents.emplace_back(std::move(node), std::move(id));
std::unordered_set<L, typename L::Hash> newNodes;
for (L node : eclass->nodes)
{
canonicalize(node);
newNodes.insert(std::move(node));
}
eclass->nodes.assign(newNodes.begin(), newNodes.end());
// FIXME: Extract into sortByTag()
std::sort(
eclass->nodes.begin(),
eclass->nodes.end(),
[](const L& left, const L& right)
{
return left.index() < right.index();
}
);
}
};
} // namespace Luau::EqSat