2024-08-01 00:57:35 +00:00
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import isEqual from "lodash.isequal";
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export type expr =
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| { kind: "var"; x: variable }
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| { kind: "universe"; level: number }
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| { kind: "pi"; abs: abstraction }
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| { kind: "lambda"; abs: abstraction }
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| { kind: "app"; left: expr; right: expr };
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export interface abstraction {
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x: variable;
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type: expr;
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body: expr;
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}
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// =============================================================================
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// Substitution
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export type variable =
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| { kind: "string"; name: string }
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| { kind: "gensym"; name: string; n: number }
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| { kind: "dummy" };
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export interface Substitution {
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x: variable;
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repl: expr;
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}
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let ctr = 0;
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export function refresh(v: variable): variable {
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const n = ctr + 1;
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ctr += 1;
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switch (v.kind) {
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case "gensym":
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case "string": {
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return { kind: "gensym", name: v.name, n };
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}
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case "dummy":
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return { kind: "gensym", name: "_", n };
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}
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}
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export function subst(s: Substitution[], e: expr): expr {
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switch (e.kind) {
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case "var":
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return s.find((sub) => isEqual(sub.x, e.x))?.repl ?? e;
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case "universe":
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return e;
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case "pi":
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return { kind: "pi", abs: substAbstraction(s, e.abs) };
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case "lambda":
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return { kind: "lambda", abs: substAbstraction(s, e.abs) };
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case "app":
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return { kind: "app", left: subst(s, e.left), right: subst(s, e.right) };
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}
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}
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export function substAbstraction(
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s: Substitution[],
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{ x, type, body }: abstraction,
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): abstraction {
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const x2 = refresh(x);
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return {
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2024-08-01 01:48:49 +00:00
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x: x2,
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2024-08-01 00:57:35 +00:00
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type: subst(s, type),
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body: subst([{ x, repl: { kind: "var", x: x2 } }, ...s], body),
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};
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}
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// =============================================================================
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// Type inference
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export type context = ContextEntry[];
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export interface ContextEntry {
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x: variable;
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type: expr;
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value?: expr | undefined;
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}
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/** Returns the type of the definition associated with `x` inside the context `ctx` */
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2024-08-01 01:48:49 +00:00
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export function lookupTy(x: variable, ctx: context): expr {
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const res = ctx.find((entry) => isEqual(entry.x, x));
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if (res === undefined)
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throw new Error(
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`unknown identifier ${ppVariable(x)} (ctx: ${ppContext(ctx)})`,
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);
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return res.type;
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2024-08-01 00:57:35 +00:00
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}
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/** Returns the value of the definition associated with `x` inside the context `ctx` */
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export function lookupValue(x: variable, ctx: context): expr | null {
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const res = ctx.find((entry) => isEqual(entry.x, x));
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if (res === undefined)
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throw new Error(
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`unknown identifier ${ppVariable(x)} (ctx: ${ppContext(ctx)})`,
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);
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return res.value ?? null;
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2024-08-01 00:57:35 +00:00
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}
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export function extend(
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x: variable,
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t: expr,
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value: expr | undefined,
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ctx: context,
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): context {
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return [...ctx, { x: x, type: t, value }];
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}
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/** Infer the type of the expression `e` in context `ctx` */
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export function inferType(ctx: context, e: expr): expr {
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2024-08-01 01:48:49 +00:00
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function inferType(ctx: context, e: expr): expr {
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switch (e.kind) {
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case "var": {
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const ty = lookupTy(e.x, ctx);
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return ty;
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}
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case "universe":
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return { kind: "universe", level: e.level + 1 };
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case "pi": {
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const { x, type, body } = e.abs;
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const k1 = inferUniverse(ctx, type);
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const k2 = inferUniverse(extend(x, type, undefined, ctx), body);
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return { kind: "universe", level: Math.max(k1, k2) };
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}
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case "lambda": {
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const { x, type, body } = e.abs;
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inferUniverse(ctx, type);
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const te = inferType(extend(x, type, undefined, ctx), body);
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return { kind: "pi", abs: { x, type, body: te } };
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}
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case "app": {
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const { x, type, body } = inferPi(ctx, e.left);
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const te = inferType(ctx, e.right);
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checkEqual(ctx, type, te);
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return subst([{ x, repl: e.right }], body);
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}
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2024-08-01 00:57:35 +00:00
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}
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}
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2024-08-01 01:48:49 +00:00
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const result = inferType(ctx, e);
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return result;
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2024-08-01 00:57:35 +00:00
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}
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export function inferUniverse(ctx: context, t: expr): number {
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const u = inferType(ctx, t);
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const n = normalize(ctx, u);
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switch (n.kind) {
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case "universe":
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return n.level;
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default:
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throw new Error("type expected.");
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}
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}
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export function inferPi(ctx: context, e: expr): abstraction {
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const t = inferType(ctx, e);
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const n = normalize(ctx, t);
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switch (n.kind) {
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case "pi":
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return n.abs;
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default:
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throw new Error("function expected");
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}
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}
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export function checkEqual(ctx: context, e1: expr, e2: expr) {
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if (!equal(ctx, e1, e2))
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throw new Error(`expressions ${e1} and ${e2} not equal`);
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}
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// =============================================================================
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// Normalization and equality
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export function normalize(ctx: context, e: expr): expr {
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2024-08-01 01:48:49 +00:00
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function normalize(ctx: context, e: expr): expr {
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switch (e.kind) {
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case "var": {
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const n = lookupValue(e.x, ctx);
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return n ? normalize(ctx, n) : e;
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2024-08-01 00:57:35 +00:00
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}
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2024-08-01 01:48:49 +00:00
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case "app": {
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const e1 = normalize(ctx, e.left);
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const e2 = normalize(ctx, e.right);
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switch (e1.kind) {
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case "lambda": {
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const { x, body } = e1.abs;
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return normalize(ctx, subst([{ x, repl: e2 }], body));
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}
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default:
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return { kind: "app", left: e1, right: e2 };
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}
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}
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case "universe":
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return { kind: "universe", level: e.level };
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case "pi":
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return { kind: "pi", abs: normalizeAbstraction(ctx, e.abs) };
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case "lambda":
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return { kind: "lambda", abs: normalizeAbstraction(ctx, e.abs) };
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2024-08-01 00:57:35 +00:00
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}
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}
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2024-08-01 01:48:49 +00:00
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const result = normalize(ctx, e);
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return result;
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2024-08-01 00:57:35 +00:00
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}
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export function normalizeAbstraction(
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ctx: context,
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{ x, type, body }: abstraction,
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): abstraction {
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const t = normalize(ctx, type);
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return { x, type: t, body: normalize(extend(x, t, undefined, ctx), body) };
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}
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export function equal(ctx: context, e1: expr, e2: expr): boolean {
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function equalHelper(e1: expr, e2: expr): boolean {
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if (e1.kind === "var" && e2.kind === "var") return isEqual(e1.x, e2.x);
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if (e1.kind === "app" && e2.kind === "app")
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return equalHelper(e1.left, e2.left) && equalHelper(e1.right, e2.right);
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if (e1.kind === "universe" && e2.kind === "universe")
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return e1.level === e2.level;
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if (e1.kind === "pi" && e2.kind === "pi")
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return equalAbstraction(e1.abs, e2.abs);
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if (e1.kind === "lambda" && e2.kind === "lambda")
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return equalAbstraction(e1.abs, e2.abs);
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return false;
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}
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function equalAbstraction(
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{ x, type: type1, body: body1 }: abstraction,
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{ x: y, type: type2, body: body2 }: abstraction,
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): boolean {
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return (
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equalHelper(type1, type2) &&
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equalHelper(body1, subst([{ x: y, repl: { kind: "var", x } }], body2))
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);
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}
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return equalHelper(normalize(ctx, e1), normalize(ctx, e2));
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}
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// =============================================================================
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// Pretty printing
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export function ppVariable(v: variable): string {
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switch (v.kind) {
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case "string":
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return `\`${v.name}`;
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case "gensym":
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return `\`${v.name}$${v.n}`;
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case "dummy":
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return "`_";
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}
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}
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function occursIn(x: variable, e: expr): boolean {
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switch (e.kind) {
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case "var":
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return isEqual(e.x, x);
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case "universe":
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return false;
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}
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}
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export function ppExpr(e: expr): string {
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switch (e.kind) {
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case "var":
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return ppVariable(e.x);
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case "universe":
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if (e.level === 0) return "U";
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return `U(${e.level})`;
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case "pi":
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if (occursIn(e.abs.x, e.abs.body)) {
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return `(∏ (${ppVariable(e.abs.x)} : ${ppExpr(e.abs.type)}), ${ppExpr(
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e.abs.type,
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)})`;
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}
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return `(${ppExpr(e.abs.type)} → ${ppExpr(e.abs.body)})`;
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case "lambda":
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return `(λ (${ppVariable(e.abs.x)} : ${ppExpr(e.abs.type)}), ${ppExpr(
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e.abs.body,
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)})`;
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case "app":
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return `(${ppExpr(e.left)} ${ppExpr(e.right)})`;
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}
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}
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export function ppContext(ctx: context): string {
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const ss = ctx.map(
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({ x, type, value }) =>
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`${ppVariable(x)} : ${ppExpr(type)}${value ? ` = ${ppExpr(value)}` : ""}`,
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);
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return `[${ss.join(", ")}]`;
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}
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// =============================================================================
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// Testing
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function test() {
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const ctx: context = [];
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const dummy: variable = { kind: "dummy" };
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const varify = (name: string): expr => ({
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kind: "var",
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x: { kind: "string", name },
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});
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const define = (name: string, e: expr) => {
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const type = inferType(ctx, e);
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ctx.push({ x: { kind: "string", name }, type, value: e });
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};
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// N : Set lzero
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ctx.push({
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x: { kind: "string", name: "N" },
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type: { kind: "universe", level: 0 },
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});
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const N = varify("N");
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// z : N
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ctx.push({ x: { kind: "string", name: "z" }, type: N });
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const z = varify("z");
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// s : N -> N
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const NtoN: expr = { kind: "pi", abs: { x: dummy, type: N, body: N } };
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ctx.push({
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x: { kind: "string", name: "s" },
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type: NtoN,
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});
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const s = varify("s");
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const f = varify("f");
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const x = varify("x");
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const threeExpr: expr = {
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kind: "lambda",
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abs: {
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x: { kind: "string", name: "f" },
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type: NtoN,
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body: {
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kind: "lambda",
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abs: {
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x: { kind: "string", name: "x" },
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type: N,
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body: {
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kind: "app",
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left: f,
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right: {
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kind: "app",
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left: f,
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right: { kind: "app", left: f, right: x },
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},
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},
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},
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},
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},
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};
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const three = varify("three");
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define("three", threeExpr);
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const nineExpr: expr = {
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kind: "app",
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left: three,
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right: {
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kind: "app",
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left: three,
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right: s,
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},
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};
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const nine = varify("nine");
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define("nine", nineExpr);
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const evaled: expr = {
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kind: "app",
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left: nine,
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right: z,
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};
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define("result", normalize(ctx, evaled));
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|
|
console.log("ctx =");
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|
|
// biome-ignore lint/complexity/noForEach: <explanation>
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|
|
|
ctx.forEach(({ x, type, value }, idx) => {
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|
|
|
console.log(
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|
|
` ${idx === 0 ? "[" : ","} ${ppVariable(x)} : ${ppExpr(type)}${
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|
value ? ` = ${ppExpr(value)}` : ""
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|
|
}`,
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|
|
);
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|
|
});
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|
|
console.log(" ]");
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|
|
}
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|
|
test();
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