thm/main.ts

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import isEqual from "lodash.isequal";
export type expr =
| { kind: "var"; x: variable }
| { kind: "universe"; level: number }
| { kind: "pi"; abs: abstraction }
| { kind: "lambda"; abs: abstraction }
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| { kind: "app"; left: expr; right: expr }
// Types
| { kind: "cons"; name: variable; type: expr }
| { kind: "elim"; name: variable; eval: (_: expr) => expr };
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export interface abstraction {
x: variable;
type: expr;
body: expr;
}
// =============================================================================
// Substitution
export type variable =
| { kind: "string"; name: string }
| { kind: "gensym"; name: string; n: number }
| { kind: "dummy" };
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const dummy: variable = { kind: "dummy" };
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export interface Substitution {
x: variable;
repl: expr;
}
let ctr = 0;
export function refresh(v: variable): variable {
const n = ctr + 1;
ctr += 1;
switch (v.kind) {
case "gensym":
case "string": {
return { kind: "gensym", name: v.name, n };
}
case "dummy":
return { kind: "gensym", name: "_", n };
}
}
export function subst(s: Substitution[], e: expr): expr {
switch (e.kind) {
case "var":
return s.find((sub) => isEqual(sub.x, e.x))?.repl ?? e;
case "universe":
return e;
case "pi":
return { kind: "pi", abs: substAbstraction(s, e.abs) };
case "lambda":
return { kind: "lambda", abs: substAbstraction(s, e.abs) };
case "app":
return { kind: "app", left: subst(s, e.left), right: subst(s, e.right) };
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case "cons":
case "elim":
return e;
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}
}
export function substAbstraction(
s: Substitution[],
{ x, type, body }: abstraction,
): abstraction {
const x2 = refresh(x);
return {
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x: x2,
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type: subst(s, type),
body: subst([{ x, repl: { kind: "var", x: x2 } }, ...s], body),
};
}
// =============================================================================
// Type inference
export type context = ContextEntry[];
export interface ContextEntry {
x: variable;
type: expr;
value?: expr | undefined;
}
/** Returns the type of the definition associated with `x` inside the context `ctx` */
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export function lookupTy(x: variable, ctx: context): expr {
const res = ctx.find((entry) => isEqual(entry.x, x));
if (res === undefined)
throw new Error(
`unknown identifier ${ppVariable(x)} (ctx: ${ppContext(ctx)})`,
);
return res.type;
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}
/** Returns the value of the definition associated with `x` inside the context `ctx` */
export function lookupValue(x: variable, ctx: context): expr | null {
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const res = ctx.find((entry) => isEqual(entry.x, x));
if (res === undefined)
throw new Error(
`unknown identifier ${ppVariable(x)} (ctx: ${ppContext(ctx)})`,
);
return res.value ?? null;
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}
export function extend(
x: variable,
t: expr,
value: expr | undefined,
ctx: context,
): context {
return [...ctx, { x: x, type: t, value }];
}
/** Infer the type of the expression `e` in context `ctx` */
export function inferType(ctx: context, e: expr): expr {
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function inferType(ctx: context, e: expr): expr {
switch (e.kind) {
case "var": {
const ty = lookupTy(e.x, ctx);
return ty;
}
case "universe":
return { kind: "universe", level: e.level + 1 };
case "pi": {
const { x, type, body } = e.abs;
const k1 = inferUniverse(ctx, type);
const k2 = inferUniverse(extend(x, type, undefined, ctx), body);
return { kind: "universe", level: Math.max(k1, k2) };
}
case "lambda": {
const { x, type, body } = e.abs;
inferUniverse(ctx, type);
const te = inferType(extend(x, type, undefined, ctx), body);
return { kind: "pi", abs: { x, type, body: te } };
}
case "app": {
const { x, type, body } = inferPi(ctx, e.left);
const te = inferType(ctx, e.right);
checkEqual(ctx, type, te);
return subst([{ x, repl: e.right }], body);
}
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}
}
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const result = inferType(ctx, e);
return result;
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}
export function inferUniverse(ctx: context, t: expr): number {
const u = inferType(ctx, t);
const n = normalize(ctx, u);
switch (n.kind) {
case "universe":
return n.level;
default:
throw new Error("type expected.");
}
}
export function inferPi(ctx: context, e: expr): abstraction {
const t = inferType(ctx, e);
const n = normalize(ctx, t);
switch (n.kind) {
case "pi":
return n.abs;
default:
throw new Error("function expected");
}
}
export function checkEqual(ctx: context, e1: expr, e2: expr) {
if (!equal(ctx, e1, e2))
throw new Error(`expressions ${e1} and ${e2} not equal`);
}
// =============================================================================
// Normalization and equality
export function normalize(ctx: context, e: expr): expr {
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function normalize(ctx: context, e: expr): expr {
switch (e.kind) {
case "var": {
const n = lookupValue(e.x, ctx);
return n ? normalize(ctx, n) : e;
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}
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case "app": {
const e1 = normalize(ctx, e.left);
const e2 = normalize(ctx, e.right);
switch (e1.kind) {
case "lambda": {
const { x, body } = e1.abs;
return normalize(ctx, subst([{ x, repl: e2 }], body));
}
default:
return { kind: "app", left: e1, right: e2 };
}
}
case "universe":
return { kind: "universe", level: e.level };
case "pi":
return { kind: "pi", abs: normalizeAbstraction(ctx, e.abs) };
case "lambda":
return { kind: "lambda", abs: normalizeAbstraction(ctx, e.abs) };
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}
}
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const result = normalize(ctx, e);
return result;
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}
export function normalizeAbstraction(
ctx: context,
{ x, type, body }: abstraction,
): abstraction {
const t = normalize(ctx, type);
return { x, type: t, body: normalize(extend(x, t, undefined, ctx), body) };
}
export function equal(ctx: context, e1: expr, e2: expr): boolean {
function equalHelper(e1: expr, e2: expr): boolean {
if (e1.kind === "var" && e2.kind === "var") return isEqual(e1.x, e2.x);
if (e1.kind === "app" && e2.kind === "app")
return equalHelper(e1.left, e2.left) && equalHelper(e1.right, e2.right);
if (e1.kind === "universe" && e2.kind === "universe")
return e1.level === e2.level;
if (e1.kind === "pi" && e2.kind === "pi")
return equalAbstraction(e1.abs, e2.abs);
if (e1.kind === "lambda" && e2.kind === "lambda")
return equalAbstraction(e1.abs, e2.abs);
return false;
}
function equalAbstraction(
{ x, type: type1, body: body1 }: abstraction,
{ x: y, type: type2, body: body2 }: abstraction,
): boolean {
return (
equalHelper(type1, type2) &&
equalHelper(body1, subst([{ x: y, repl: { kind: "var", x } }], body2))
);
}
return equalHelper(normalize(ctx, e1), normalize(ctx, e2));
}
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// =============================================================================
// Pretty printing
export function ppVariable(v: variable): string {
switch (v.kind) {
case "string":
return `\`${v.name}`;
case "gensym":
return `\`${v.name}$${v.n}`;
case "dummy":
return "`_";
}
}
function occursIn(x: variable, e: expr): boolean {
switch (e.kind) {
case "var":
return isEqual(e.x, x);
case "universe":
return false;
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case "pi":
case "lambda":
if (occursIn(x, e.abs.type)) return true;
if (!isEqual(e.abs.x, x)) return occursIn(x, e.abs.body);
return false;
case "app":
return occursIn(x, e.left) || occursIn(x, e.right);
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}
}
export function ppExpr(e: expr): string {
switch (e.kind) {
case "var":
return ppVariable(e.x);
case "universe":
if (e.level === 0) return "U";
return `U(${e.level})`;
case "pi":
if (occursIn(e.abs.x, e.abs.body)) {
return `(∏ (${ppVariable(e.abs.x)} : ${ppExpr(e.abs.type)}), ${ppExpr(
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e.abs.body,
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)})`;
}
return `(${ppExpr(e.abs.type)}${ppExpr(e.abs.body)})`;
case "lambda":
return `(λ (${ppVariable(e.abs.x)} : ${ppExpr(e.abs.type)}), ${ppExpr(
e.abs.body,
)})`;
case "app":
return `(${ppExpr(e.left)} ${ppExpr(e.right)})`;
}
}
export function ppContext(ctx: context): string {
const ss = ctx.map(
({ x, type, value }) =>
`${ppVariable(x)} : ${ppExpr(type)}${value ? ` = ${ppExpr(value)}` : ""}`,
);
return `[${ss.join(", ")}]`;
}
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// =============================================================================
// Types
// =============================================================================
// W-types
interface InductiveTypeDefinition {
name: string;
labels: InductiveTypeLabel[];
}
interface InductiveTypeLabel {
name: string;
type: expr;
}
interface InductiveType {
// The new context
ctx: context;
// Name of the type
T: variable;
// Recursor
rec: variable;
}
export function defineInductiveType(
ctx: context,
def: InductiveTypeDefinition,
): InductiveType {
const ctx2 = [...ctx];
const Tvar: variable = { kind: "string", name: def.name };
ctx2.push({
x: Tvar,
type: { kind: "universe", level: 0 },
});
const T: expr = { kind: "var", x: Tvar };
// First, we need A, which represents the labels of this W-type
// The size of A is equal to the number of constructors we have
const Aname = refresh({ kind: "string", name: `A` });
const A: expr = { kind: "var", x: Aname };
ctx2.push({ x: Aname, type: { kind: "universe", level: 0 } });
const labels: variable[] = def.labels.map((label, idx) => {
const newName = refresh({
kind: "string",
name: `cons${idx}`,
});
ctx2.push({ x: newName, type: A });
return newName;
});
// Now we need B : A -> U, which is the arity of labels
const Bname = refresh({ kind: "string", name: `B` });
const B: expr = { kind: "var", x: Bname };
function inferArity(ctx: context, e: expr): number {
switch (e.kind) {
case "var": {
const value = lookupValue(e.x, ctx);
if (!value) return 0;
return inferArity(ctx, value);
}
case "pi":
return 1 + inferArity(ctx, e.abs.body);
case "app":
case "lambda":
case "universe":
return 0;
}
}
// biome-ignore lint/complexity/noForEach: <explanation>
const labelArities: number[] = def.labels.forEach((label, idx) => {
const arity = inferArity(ctx2, label.type);
console.log(`arity(${ppExpr(label.type)}) = ${arity}`);
});
// Create the supremum function
const supName: variable = refresh({ kind: "string", name: `sup` });
const sup_a_name: variable = refresh({ kind: "string", name: "a" });
const sup_a: expr = { kind: "var", x: sup_a_name };
const supType: expr = {
kind: "pi",
abs: {
x: dummy,
type: {
kind: "pi",
abs: {
x: sup_a_name,
type: A,
body: {
kind: "pi",
abs: {
x: dummy,
type: { kind: "app", left: B, right: sup_a },
body: T,
},
},
},
},
body: T,
},
};
ctx2.push({
x: supName,
type: supType,
});
// Now we have the W-type representing this
return ctx2;
}
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// =============================================================================
// Testing
function test() {
const ctx: context = [];
const varify = (name: string): expr => ({
kind: "var",
x: { kind: "string", name },
});
const define = (name: string, e: expr) => {
const type = inferType(ctx, e);
ctx.push({ x: { kind: "string", name }, type, value: e });
};
// N : Set lzero
ctx.push({
x: { kind: "string", name: "N" },
type: { kind: "universe", level: 0 },
});
const N = varify("N");
// z : N
ctx.push({ x: { kind: "string", name: "z" }, type: N });
const z = varify("z");
// s : N -> N
const NtoN: expr = { kind: "pi", abs: { x: dummy, type: N, body: N } };
ctx.push({
x: { kind: "string", name: "s" },
type: NtoN,
});
const s = varify("s");
const f = varify("f");
const x = varify("x");
const threeExpr: expr = {
kind: "lambda",
abs: {
x: { kind: "string", name: "f" },
type: NtoN,
body: {
kind: "lambda",
abs: {
x: { kind: "string", name: "x" },
type: N,
body: {
kind: "app",
left: f,
right: {
kind: "app",
left: f,
right: { kind: "app", left: f, right: x },
},
},
},
},
},
};
const three = varify("three");
define("three", threeExpr);
const nineExpr: expr = {
kind: "app",
left: three,
right: {
kind: "app",
left: three,
right: s,
},
};
const nine = varify("nine");
define("nine", nineExpr);
const evaled: expr = {
kind: "app",
left: nine,
right: z,
};
define("result", normalize(ctx, evaled));
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const N2 = varify("N2");
const N2toN2: expr = { kind: "pi", abs: { x: dummy, type: N2, body: N2 } };
const ctx2 = defineInductiveType(ctx, {
name: "N2",
labels: [
{ name: "zero", type: N2 },
{ name: "suc", type: N2toN2 },
],
});
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console.log("ctx =");
// biome-ignore lint/complexity/noForEach: <explanation>
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ctx2.forEach(({ x, type, value }, idx) => {
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console.log(
` ${idx === 0 ? "[" : ","} ${ppVariable(x)} : ${ppExpr(type)}${
value ? ` = ${ppExpr(value)}` : ""
}`,
);
});
console.log(" ]");
}
test();