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hm.go
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hm.go
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package hm
import "github.com/pkg/errors"
// Cloner is any type that can clone
type Cloner interface {
Clone() interface{}
}
// Fresher keeps track of all the TypeVariables that has been generated so far. It has one method - Fresh(), which is to create a new TypeVariable
type Fresher interface {
Fresh() TypeVariable
}
type inferer struct {
env Env
cs Constraints
t Type
count int
}
func newInferer(env Env) *inferer {
return &inferer{
env: env,
}
}
func (infer *inferer) Fresh() TypeVariable {
retVal := letters[infer.count]
infer.count++
return TypeVariable(retVal)
}
func (infer *inferer) lookup(name string) error {
s, ok := infer.env.SchemeOf(name)
if !ok {
return errors.Errorf("Undefined %v", name)
}
infer.t = Instantiate(infer, s)
return nil
}
func (infer *inferer) consGen(expr Expression) (err error) {
// explicit types/inferers - can fail
switch et := expr.(type) {
case Typer:
if infer.t = et.Type(); infer.t != nil {
return nil
}
case Inferer:
if infer.t, err = et.Infer(infer.env, infer); err == nil && infer.t != nil {
return nil
}
err = nil // reset errors
}
// fallbacks
switch et := expr.(type) {
case Literal:
return infer.lookup(et.Name())
case Var:
if err = infer.lookup(et.Name()); err != nil {
infer.env.Add(et.Name(), &Scheme{t: et.Type()})
err = nil
}
case Lambda:
tv := infer.Fresh()
env := infer.env // backup
infer.env = infer.env.Clone()
infer.env.Remove(et.Name())
sc := new(Scheme)
sc.t = tv
infer.env.Add(et.Name(), sc)
if err = infer.consGen(et.Body()); err != nil {
return errors.Wrapf(err, "Unable to infer body of %v. Body: %v", et, et.Body())
}
infer.t = NewFnType(tv, infer.t)
infer.env = env // restore backup
case Apply:
if err = infer.consGen(et.Fn()); err != nil {
return errors.Wrapf(err, "Unable to infer Fn of Apply: %v. Fn: %v", et, et.Fn())
}
fnType, fnCs := infer.t, infer.cs
if err = infer.consGen(et.Body()); err != nil {
return errors.Wrapf(err, "Unable to infer body of Apply: %v. Body: %v", et, et.Body())
}
bodyType, bodyCs := infer.t, infer.cs
tv := infer.Fresh()
cs := append(fnCs, bodyCs...)
cs = append(cs, Constraint{fnType, NewFnType(bodyType, tv)})
infer.t = tv
infer.cs = cs
case LetRec:
tv := infer.Fresh()
// env := infer.env // backup
infer.env = infer.env.Clone()
infer.env.Remove(et.Name())
infer.env.Add(et.Name(), &Scheme{tvs: TypeVarSet{tv}, t: tv})
if err = infer.consGen(et.Def()); err != nil {
return errors.Wrapf(err, "Unable to infer the definition of a letRec %v. Def: %v", et, et.Def())
}
defType, defCs := infer.t, infer.cs
s := newSolver()
s.solve(defCs)
if s.err != nil {
return errors.Wrapf(s.err, "Unable to solve constraints of def: %v", defCs)
}
sc := Generalize(infer.env.Apply(s.sub).(Env), defType.Apply(s.sub).(Type))
infer.env.Remove(et.Name())
infer.env.Add(et.Name(), sc)
if err = infer.consGen(et.Body()); err != nil {
return errors.Wrapf(err, "Unable to infer body of letRec %v. Body: %v", et, et.Body())
}
infer.t = infer.t.Apply(s.sub).(Type)
infer.cs = infer.cs.Apply(s.sub).(Constraints)
infer.cs = append(infer.cs, defCs...)
case Let:
env := infer.env
if err = infer.consGen(et.Def()); err != nil {
return errors.Wrapf(err, "Unable to infer the definition of a let %v. Def: %v", et, et.Def())
}
defType, defCs := infer.t, infer.cs
s := newSolver()
s.solve(defCs)
if s.err != nil {
return errors.Wrapf(s.err, "Unable to solve for the constraints of a def %v", defCs)
}
sc := Generalize(env.Apply(s.sub).(Env), defType.Apply(s.sub).(Type))
infer.env = infer.env.Clone()
infer.env.Remove(et.Name())
infer.env.Add(et.Name(), sc)
if err = infer.consGen(et.Body()); err != nil {
return errors.Wrapf(err, "Unable to infer body of let %v. Body: %v", et, et.Body())
}
infer.t = infer.t.Apply(s.sub).(Type)
infer.cs = infer.cs.Apply(s.sub).(Constraints)
infer.cs = append(infer.cs, defCs...)
default:
return errors.Errorf("Expression of %T is unhandled", expr)
}
return nil
}
// Instantiate takes a fresh name generator, an a polytype and makes a concrete type out of it.
//
// If ...
// Γ ⊢ e: T1 T1 ⊑ T
// ----------------------
// Γ ⊢ e: T
//
func Instantiate(f Fresher, s *Scheme) Type {
l := len(s.tvs)
tvs := make(TypeVarSet, l)
var sub Subs
if l > 30 {
sub = make(mSubs)
} else {
sub = newSliceSubs(l)
}
for i, tv := range s.tvs {
fr := f.Fresh()
tvs[i] = fr
sub = sub.Add(tv, fr)
}
return s.t.Apply(sub).(Type)
}
// Generalize takes an env and a type and creates the most general possible type - which is a polytype
//
// Generalization
//
// If ...
// Γ ⊢ e: T1 T1 ∉ free(Γ)
// ---------------------------
// Γ ⊢ e: ∀ α.T1
func Generalize(env Env, t Type) *Scheme {
logf("generalizing %v over %v", t, env)
enterLoggingContext()
defer leaveLoggingContext()
var envFree, tFree, diff TypeVarSet
if env != nil {
envFree = env.FreeTypeVar()
}
tFree = t.FreeTypeVar()
switch {
case envFree == nil && tFree == nil:
goto ret
case len(envFree) > 0 && len(tFree) > 0:
defer ReturnTypeVarSet(envFree)
defer ReturnTypeVarSet(tFree)
case len(envFree) > 0 && len(tFree) == 0:
// cannot return envFree because envFree will just be sorted and set
case len(envFree) == 0 && len(tFree) > 0:
// return ?
}
diff = tFree.Difference(envFree)
ret:
return &Scheme{
tvs: diff,
t: t,
}
}
// Infer takes an env, and an expression, and returns a scheme.
//
// The Infer function is the core of the HM type inference system. This is a reference implementation and is completely servicable, but not quite performant.
// You should use this as a reference and write your own infer function.
//
// Very briefly, these rules are implemented:
//
// Var
//
// If x is of type T, in a collection of statements Γ, then we can infer that x has type T when we come to a new instance of x
// x: T ∈ Γ
// -----------
// Γ ⊢ x: T
//
// Apply
//
// If f is a function that takes T1 and returns T2; and if x is of type T1;
// then we can infer that the result of applying f on x will yield a result has type T2
// Γ ⊢ f: T1→T2 Γ ⊢ x: T1
// -------------------------
// Γ ⊢ f(x): T2
//
//
// Lambda Abstraction
//
// If we assume x has type T1, and because of that we were able to infer e has type T2
// then we can infer that the lambda abstraction of e with respect to the variable x, λx.e,
// will be a function with type T1→T2
// Γ, x: T1 ⊢ e: T2
// -------------------
// Γ ⊢ λx.e: T1→T2
//
// Let
//
// If we can infer that e1 has type T1 and if we take x to have type T1 such that we could infer that e2 has type T2,
// then we can infer that the result of letting x = e1 and substituting it into e2 has type T2
// Γ, e1: T1 Γ, x: T1 ⊢ e2: T2
// --------------------------------
// Γ ⊢ let x = e1 in e2: T2
//
func Infer(env Env, expr Expression) (*Scheme, error) {
if expr == nil {
return nil, errors.Errorf("Cannot infer a nil expression")
}
if env == nil {
env = make(SimpleEnv)
}
infer := newInferer(env)
if err := infer.consGen(expr); err != nil {
return nil, err
}
s := newSolver()
s.solve(infer.cs)
if s.err != nil {
return nil, s.err
}
if infer.t == nil {
return nil, errors.Errorf("infer.t is nil")
}
t := infer.t.Apply(s.sub).(Type)
return closeOver(t)
}
// Unify unifies the two types and returns a list of substitutions.
// These are the rules:
//
// Type Constants and Type Constants
//
// Type constants (atomic types) have no substitution
// c ~ c : []
//
// Type Variables and Type Variables
//
// Type variables have no substitutions if there are no instances:
// a ~ a : []
//
// Default Unification
//
// if type variable 'a' is not in 'T', then unification is simple: replace all instances of 'a' with 'T'
// a ∉ T
// ---------------
// a ~ T : [a/T]
//
func Unify(a, b Type) (sub Subs, err error) {
logf("%v ~ %v", a, b)
enterLoggingContext()
defer leaveLoggingContext()
switch at := a.(type) {
case TypeVariable:
return bind(at, b)
default:
if a.Eq(b) {
return nil, nil
}
if btv, ok := b.(TypeVariable); ok {
return bind(btv, a)
}
atypes := a.Types()
btypes := b.Types()
defer ReturnTypes(atypes)
defer ReturnTypes(btypes)
if len(atypes) == 0 && len(btypes) == 0 {
goto e
}
return unifyMany(atypes, btypes)
e:
}
err = errors.Errorf("Unification Fail: %v ~ %v cannot be unified", a, b)
return
}
func unifyMany(a, b Types) (sub Subs, err error) {
logf("UnifyMany %v %v", a, b)
enterLoggingContext()
defer leaveLoggingContext()
if len(a) != len(b) {
return nil, errors.Errorf("Unequal length. a: %v b %v", a, b)
}
for i, at := range a {
bt := b[i]
if sub != nil {
at = at.Apply(sub).(Type)
bt = bt.Apply(sub).(Type)
}
var s2 Subs
if s2, err = Unify(at, bt); err != nil {
return nil, err
}
if sub == nil {
sub = s2
} else {
sub2 := compose(sub, s2)
defer ReturnSubs(s2)
if sub2 != sub {
defer ReturnSubs(sub)
}
sub = sub2
}
}
return
}
func bind(tv TypeVariable, t Type) (sub Subs, err error) {
logf("Binding %v to %v", tv, t)
switch {
// case tv == t:
case occurs(tv, t):
err = errors.Errorf("recursive unification")
default:
ssub := BorrowSSubs(1)
ssub.s[0] = Substitution{tv, t}
sub = ssub
}
logf("Sub %v", sub)
return
}
func occurs(tv TypeVariable, s Substitutable) bool {
ftv := s.FreeTypeVar()
defer ReturnTypeVarSet(ftv)
return ftv.Contains(tv)
}
func closeOver(t Type) (sch *Scheme, err error) {
sch = Generalize(nil, t)
err = sch.Normalize()
logf("closeoversch: %v", sch)
return
}