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"devDependencies": { + "@eslint/js": "^9.17.0", + "@types/express": "^5.0.0", + "@types/node": "^22.10.2", + "eslint": "^9.17.0", + "eslint-config-airbnb-base-typescript": "^1.1.0", + "typescript": "^5.7.2", + "typescript-eslint": "^8.18.0" + } +} diff --git a/src/.collection-layer.ts.swp b/src/.collection-layer.ts.swp new file mode 100644 index 0000000..9565932 Binary files /dev/null and b/src/.collection-layer.ts.swp differ diff --git a/src/.example-app.ts.swp b/src/.example-app.ts.swp new file mode 100644 index 0000000..cfefe4b Binary files /dev/null and b/src/.example-app.ts.swp differ diff --git a/src/.object-layer.ts.swp b/src/.object-layer.ts.swp new file mode 100644 index 0000000..ad99ea7 Binary files /dev/null and b/src/.object-layer.ts.swp differ diff --git a/src/README.md b/src/README.md new file mode 100644 index 0000000..702c807 --- /dev/null +++ b/src/README.md @@ -0,0 +1,24 @@ +To install + + npm install + +To build + + npx tsc + +To demonstrate the example application, you can open multiple terminals. In each terminal execute something like the following. + + export REQUEST_BIND_PORT=4000 + export PUBLISH_BIND_PORT=4001 + export SEED_PEERS='127.0.0.1:4002, 127.0.0.1:4004' + node dist/example-app.js + + export REQUEST_BIND_PORT=4002 + export PUBLISH_BIND_PORT=4003 + export SEED_PEERS='127.0.0.1:4000, 127.0.0.1:4004' + node dist/example-app.js + + export REQUEST_BIND_PORT=4004 + export PUBLISH_BIND_PORT=4005 + export SEED_PEERS='127.0.0.1:4000, 127.0.0.1:4002' + node dist/example-app.js diff --git a/src/collection-layer.ts b/src/collection-layer.ts new file mode 100644 index 0000000..c8e93ee --- /dev/null +++ b/src/collection-layer.ts @@ -0,0 +1,34 @@ +// The goal here is to house a collection of objects that all follow a common schema. +// It should enable operations like removing a property removes the value from the entities in the collection +// It could then be further extended with e.g. table semantics like filter, sort, join + +type Property = { + name: string, + type: number | string; +} + +class EntityType { + name: string; + properties?: Property[]; + constructor(name: string) { + this.name = name; + } +} + +class Entity { + type: EntityType; + properties?: object; + constructor(type: EntityType) { + this.type = type; + } +} + +class Collection { + entities = new Map(); + // update(entityId, properties) + // ... +} + +export class Collections { + collections = new Map(); +} diff --git a/src/config.ts b/src/config.ts new file mode 100644 index 0000000..37ad547 --- /dev/null +++ b/src/config.ts @@ -0,0 +1,17 @@ +export const LEVEL_DB_DIR = process.env.RHIZOME_LEVEL_DB_DIR ?? './data'; +export const CREATOR = process.env.USER!; +export const HOST = process.env.HOST!; +export const ADDRESS = process.env.ADDRESS ?? '127.0.0.1'; +export const REQUEST_BIND_PORT = parseInt(process.env.REQUEST_BIND_PORT || '4000'); +export const PUBLISH_BIND_PORT = parseInt(process.env.PUBLISH_BIND_PORT || '4001'); +export const REQUEST_BIND_ADDR = process.env.ADDRESS || '127.0.0.1'; +export const PUBLISH_BIND_ADDR = process.env.ADDRESS || '127.0.0.1'; +export const HTTP_API_PORT = parseInt(process.env.HTTP_API_PORT || '3000'); +export const HTTP_API_ADDR = process.env.ADDRESS || '127.0.0.1'; +export const ENABLE_HTTP_API = process.env.ENABLE_HTTP_API === 'true'; +export const SEED_PEERS = (process.env.SEED_PEERS || '').split(',') + .filter(x => !!x) + .map((peer: string) => { + const [addr, port] = peer.trim().split(':'); + return {addr, port: parseInt(port)}; + }); diff --git a/src/deltas.ts b/src/deltas.ts new file mode 100644 index 0000000..0a6d844 --- /dev/null +++ b/src/deltas.ts @@ -0,0 +1,91 @@ +import EventEmitter from 'node:events'; +import { Delta, Decision } from './types'; +import { publishSock, subscribeSock } from './pub-sub'; + +export const deltaStream = new EventEmitter(); + +export const deltasProposed: Delta[] = []; +export const deltasAccepted: Delta[] = []; +export const deltasRejected: Delta[] = []; +export const deltasDeferred: Delta[] = []; + +export function applyPolicy(delta: Delta): Decision { + return !!delta && Decision.Accept; +} + +export function receiveDelta(delta: Delta) { + deltasProposed.push(delta); +} + +export function ingestDelta(delta: Delta) { + const decision = applyPolicy(delta); + switch (decision) { + case Decision.Accept: + deltasAccepted.push(delta); + deltaStream.emit('delta', { delta }); + break; + case Decision.Reject: + deltasRejected.push(delta); + break; + case Decision.Defer: + deltasDeferred.push(delta); + break; + } +} + +export function ingestNext(): boolean { + const delta = deltasProposed.shift(); + if (!delta) { + return false; + } + ingestDelta(delta); + return true; +} + +export function ingestAll() { + while (ingestNext()); +} + +export function ingestNextDeferred(): boolean { + const delta = deltasDeferred.shift(); + if (!delta) { + return false; + } + ingestDelta(delta); + return true; +} + +export function ingestAllDeferred() { + while (ingestNextDeferred()); +} + +export function subscribeDeltas(fn: (delta: Delta) => void) { + deltaStream.on('delta', ({delta}) => { + fn(delta); + }); +} + +export async function publishDelta(delta: Delta) { + console.log(`Publishing delta: ${JSON.stringify(delta)}`); + await publishSock.send(["deltas", serializeDelta(delta)]) +} + +function serializeDelta(delta: Delta) { + return JSON.stringify(delta); +} + +function deserializeDelta(input: string) { + return JSON.parse(input); +} + +export async function runDeltas() { + for await (const [topic, msg] of subscribeSock) { + if (topic.toString() !== "deltas") { + continue; + } + const delta = deserializeDelta(msg.toString()); + console.log(`Received delta: ${JSON.stringify(delta)}`); + ingestDelta(delta); + } +} + diff --git a/src/example-app.ts b/src/example-app.ts new file mode 100644 index 0000000..ff07db4 --- /dev/null +++ b/src/example-app.ts @@ -0,0 +1,94 @@ +// We can start to use deltas to express relational data in a given context + +import express from "express"; +import { bindPublish, } from "./pub-sub"; +import { runDeltas } from "./deltas"; +import { Entities, Entity } from "./object-layer"; +import { bindReply, runRequestHandlers } from "./request-reply"; +import { subscribeToSeeds } from "./peers"; +import { ENABLE_HTTP_API, HTTP_API_ADDR, HTTP_API_PORT } from "./config"; + + +// As an app we want to be able to write and read data. +// The data is whatever shape we define it to be in a given context. +// So we want access to an API that is integrated with our declarations of +// e.g. entities and their properties. + +// This implies at least one layer on top of the underlying primitive deltas. + +type UserProperties = { + id?: string; + name: string; + nameLong?: string; + email?: string; + age: number; +}; + +class Users { + db = new Entities(); + create(properties: UserProperties): Entity { + // We provide undefined for the id, to let the database generate it + // This call returns the id + const user = this.db.put(undefined, properties); + console.log(`Users.create(${user.id}, ${JSON.stringify(properties)}`); + return user; + } + upsert(properties: UserProperties): Entity { + const user = this.db.put(properties.id, properties); + console.log(`Users.upsert(${user.id}, ${JSON.stringify(properties)}`); + return user; + } + getOne(id: string): Entity | undefined { + return this.db.get(id); + } + getIds(): string[] { + return this.db.getIds(); + } +} + +(async () => { + const app = express() + + app.get("/ids", (req: express.Request, res: express.Response) => { + res.json({ ids: users.getIds()}); + }); + + if (ENABLE_HTTP_API) { + app.listen(HTTP_API_PORT, HTTP_API_ADDR, () => { + console.log(`HTTP API bound to http://${HTTP_API_ADDR}:${HTTP_API_PORT}`); + }); + } + + await bindPublish(); + await bindReply(); + runDeltas(); + runRequestHandlers(); + await new Promise((resolve) => setTimeout(resolve, 200)); + subscribeToSeeds(); + await new Promise((resolve) => setTimeout(resolve, 200)); + + const users = new Users(); + + const taliesin = users.upsert({ + id: 'taliesin-1', + name: 'Taliesin', + nameLong: 'Taliesin (Ladd)', + age: Math.floor(Math.random() * 1000) + }); + + taliesin.onUpdate((u: Entity) => { + console.log('User updated', u); + }); + + // TODO: Allow configuration regarding read/write concern i.e. + // if we perform a read immediately do we see the value we wrote? + // Intuition says yes, we want that-- but how do we expose the propagation status? + + const result = users.getOne(taliesin.id); + const matches: boolean = JSON.stringify(result) === JSON.stringify(taliesin); + console.log(`Result ${matches ? 'matches' : 'does not match'} expected.` + + `\n\nExpected \n${JSON.stringify(taliesin)}` + + `\nReceived\n${JSON.stringify(result)}`); + +})(); + diff --git a/src/filter/index.ts b/src/filter/index.ts new file mode 100644 index 0000000..d36366a --- /dev/null +++ b/src/filter/index.ts @@ -0,0 +1,16 @@ +import { add_operation, apply } from 'json-logic-js'; +import { Delta, DeltaContext } from '../types'; + +add_operation('in', (needle, haystack) => { + return [...haystack].includes(needle); +}); + +export function applyFilter(deltas: Delta[], filterExpr: JSON): Delta[] { + return deltas.filter(delta => { + const context: DeltaContext = { + ...delta, + creatorAddress: [delta.creator, delta.host].join('@'), + }; + return apply(filterExpr, context); + }); +} diff --git a/src/filter/known.ts b/src/filter/known.ts new file mode 100644 index 0000000..819d7a7 --- /dev/null +++ b/src/filter/known.ts @@ -0,0 +1,33 @@ +import { FilterExpr } from "../types"; +// import { map } from 'radash'; + +// A creator as seen by a host +type OriginPoint = { + creator: string; + host: string; +}; + +class Party { + originPoints: OriginPoint[]; + constructor(og: OriginPoint) { + this.originPoints = [og]; + } + getAddress() { + const { creator, host } = this.originPoints[0]; + return `${creator}@${host}`; + } +} + +const knownParties = new Set(); +export const countKnownParties = () => knownParties.size; + +export function generateFilter(): FilterExpr { +// map(knownParties, (p: Party) => p.address] + // + + const addresses = [...knownParties.values()].map(p => p.getAddress()); + + return { + 'in': ['$creatorAddress', addresses] + }; +}; \ No newline at end of file diff --git a/src/main.ts b/src/main.ts new file mode 100644 index 0000000..ec8a61a --- /dev/null +++ b/src/main.ts @@ -0,0 +1,45 @@ +import express from "express"; +import { runDeltas } from "./deltas"; +import {ENABLE_HTTP_API, HTTP_API_ADDR, HTTP_API_PORT} from "./config"; + +const app = express() + +app.get("/", (req: express.Request, res: express.Response) => { + res.json({ message: "Welcome to the Express + TypeScript Server!" }); +}); + +if (ENABLE_HTTP_API) { + app.listen(HTTP_API_PORT, HTTP_API_ADDR, () => { + console.log(`HTTP API bound to http://${HTTP_API_ADDR}:${HTTP_API_PORT}`); + }); +} + +// TODO: Endpoint: Receive a delta +// +// TODO: Websockets +// TODO: UDP +// TODO: ZeroMQ +// +// TODO: Endpoint: Query (materialized view) +// TODO: Endpoint: Info about peers +// TODO: Propagate information about peers (~gossip / or maybe just same as other kinds of deltas) +// So we dogfood the delta data structure and the distributed architecture +// +// +// TODO: Collections of functions +// How are we defining functions? +// Transformations? +// Inputs, calculations, outputs; +// Tx/Rx/Store/Retrieve/Compute; +// Schedule? +// +// +// What assumptions, if any, can we or do we want to make about our operating envoronment/situation? +// How much continuity dare we hope for? +// It's going to depend on the use case + +// You simply want a formula for expressing your confidence in things + +// That can be encoded as deltas + +runDeltas(); diff --git a/src/object-layer.ts b/src/object-layer.ts new file mode 100644 index 0000000..f7eaadc --- /dev/null +++ b/src/object-layer.ts @@ -0,0 +1,180 @@ +// The goal here is to provide a translation for +// entities and their properties +// to and from (sequences of) deltas. + +// How can our caller define the entities and their properties? +// - As typescript types? +// - As typescript interfaces? +// - As typescript classes? + +import EventEmitter from "node:events"; +import { CREATOR, HOST } from "./config"; +import { publishDelta, subscribeDeltas } from "./deltas"; +import { Delta, PropertyTypes } from "./types"; +import { randomUUID } from "node:crypto"; + +const entityEventStream = new EventEmitter(); + +type EntityProperties = { + [key: string]: PropertyTypes +}; + +export class Entity { + id: string; + properties: EntityProperties; + ahead = 0; + constructor(id: string) { + this.id = id; + this.properties = {}; + } + onUpdate(cb: (entity: Entity) => void) { + // TODO: This doesn't seem like it will scale well. + entityEventStream.on('update', (entity: Entity) => { + if (entity.id === this.id) { + cb(entity); + } + }); + } +} + +const entities = new Map(); +// TODO: Use leveldb for storing view snapshots + +class EntityPropertiesDeltaBuilder { + delta: Delta; + constructor(entityId: string) { + this.delta = { + creator: CREATOR, + host: HOST, + pointers: [{ + localContext: 'id', + target: entityId, + targetContext: 'properties' + }] + }; + } + add(localContext: string, target: PropertyTypes) { + this.delta.pointers.push({localContext, target}); + } +} + +// Applies the javascript rules for updating object values, +// e.g. set to `undefined` to delete a property +function updateEntity(entityId?: string, properties?: object, local = false, deltas?: Delta[]): Entity { + let entity: Entity | undefined; + let eventType: 'create' | 'update' | 'delete' | undefined; + entityId = entityId ?? randomUUID(); + entity = entities.get(entityId); + if (!entity) { + entity = new Entity(entityId); + entity.id = entityId; + eventType = 'create'; + } + const deltaBulider = new EntityPropertiesDeltaBuilder(entityId); + + if (!properties) { + // Let's interpret this as entity deletion + entities.delete(entityId); + // TODO: prepare and publish a delta + // TODO: execute hooks + eventType = 'delete'; + } else { + let anyChanged = false; + Object.entries(properties).forEach(([key, value]) => { + let changed = false; + if (entity.properties && entity.properties[key] !== value) { + entity.properties[key] = value; + changed = true; + } + if (local && changed) { + // If this is a change, let's generate a delta + deltaBulider.add(key, value); + // We append to the array the caller may provide + // We can update this count as we receive network confirmation for deltas + entity.ahead += 1; + } + anyChanged = anyChanged || changed; + }); + // We've noted that we may be ahead of the server, let's update our + // local image of this entity. + //* In principle, this system can recreate past or alternative states. + //* At worst, by replaying all the deltas up to a particular point. + //* Some sort of checkpointing strategy would probably be helpful. + //* Furthermore, if we can implement reversible transformations, + //* it would then be efficient to calculate the state of the system with + //* specific deltas removed. We could use it to extract a measurement + //* of the effects of some deltas' inclusion or exclusion, the + //* evaluation of which may lend evidence to some possible arguments. + + entities.set(entityId, entity); + if (anyChanged) { + deltas?.push(deltaBulider.delta); + eventType = eventType || 'update'; + } + } + if (eventType) { + entityEventStream.emit(eventType, entity); + } + return entity; +} + +// We can update our local image of the entity, but we should annotate it +// to indicate that we have not yet received any confirmation of this delta +// having been propagated. +// Later when we receive deltas regarding this entity we can detect when +// we have received back an image that matches our target. + +// So we need a function to generate one or more deltas for each call to put/ +// maybe we stage them and wait for a call to commit() that initiates the +// assembly and transmission of one or more deltas + +function applyDelta(delta: Delta) { + // TODO: handle delta representing entity deletion + const idPtr = delta.pointers.find(({localContext}) => localContext === 'id'); + if (!idPtr) { + console.error('encountered delta with no entity id', delta); + return; + } + const properties: EntityProperties = {}; + delta.pointers.filter(({localContext}) => localContext !== 'id') + .forEach(({localContext: key, target: value}) => { + properties[key] = value; + }, {}); + const entityId = idPtr.target as string; + // TODO: Handle the scenario where this update has been superceded by a newer one locally + updateEntity(entityId, properties); +} + +subscribeDeltas((delta: Delta) => { + // TODO: Make sure this is the kind of delta we're looking for + applyDelta(delta); +}); + +export class Entities { + constructor() { + entityEventStream.on('create', (entity: Entity) => { + console.log(`new entity!`, entity); + }); + } + put(entityId: string | undefined, properties: object): Entity { + const deltas: Delta[] = []; + const entity = updateEntity(entityId, properties, true, deltas); + deltas.forEach(async (delta: Delta) => { + await publishDelta(delta); + }); + return entity; + } + del(entityId: string) { + const deltas: Delta[] = []; + updateEntity(entityId, undefined, true, deltas); + deltas.forEach(async (delta: Delta) => { + await publishDelta(delta); + }); + } + get(id: string): Entity | undefined { + return entities.get(id); + } + getIds(): string[] { + return Array.from(entities.keys()); + } +} diff --git a/src/peers.ts b/src/peers.ts new file mode 100644 index 0000000..a496946 --- /dev/null +++ b/src/peers.ts @@ -0,0 +1,55 @@ +import { PUBLISH_BIND_ADDR, PUBLISH_BIND_PORT } from "./config"; +import { registerRequestHandler, PeerRequest, ResponseSocket } from "./request-reply"; +import { RequestSocket, } from "./request-reply"; +import { SEED_PEERS } from "./config"; +import {connectSubscribe} from "./pub-sub"; + +export enum PeerMethods { + GetPublishAddress, +} + +export type PeerAddress = { + addr: string, + port: number +}; + +const publishAddr: PeerAddress = { + addr: PUBLISH_BIND_ADDR, + port: PUBLISH_BIND_PORT +}; + +class Peer { + reqSock: RequestSocket; + publishAddr: PeerAddress | undefined; + constructor(addr: string, port: number) { + this.reqSock = new RequestSocket(addr, port); + } + async subscribe() { + if (!this.publishAddr) { + const res = await this.reqSock.request(PeerMethods.GetPublishAddress); + // TODO: input validation + const {addr, port} = JSON.parse(res.toString()); + this.publishAddr = {addr, port}; + connectSubscribe(addr, port); + } + } +} + +export async function subscribeToSeeds() { + SEED_PEERS.forEach(async ({addr, port}, idx) => { + console.log(`SEED PEERS[${idx}]=${addr}:${port}`); + const peer = new Peer(addr, port); + await peer.subscribe(); + }); +} + +registerRequestHandler(async (req: PeerRequest, res: ResponseSocket) => { + console.log('inspecting peer request'); + switch (req.method) { + case PeerMethods.GetPublishAddress: + console.log('it\'s a request for our publish address'); + await res.send(publishAddr); + break; + } +}); + diff --git a/src/pub-sub.ts b/src/pub-sub.ts new file mode 100644 index 0000000..5438371 --- /dev/null +++ b/src/pub-sub.ts @@ -0,0 +1,19 @@ +import { Publisher, Subscriber } from 'zeromq'; +import { PUBLISH_BIND_PORT, PUBLISH_BIND_ADDR} from './config'; + +export const publishSock = new Publisher(); +export const subscribeSock = new Subscriber(); + +export async function bindPublish() { + const addrStr = `tcp://${PUBLISH_BIND_ADDR}:${PUBLISH_BIND_PORT}`; + await publishSock.bind(addrStr); + console.log(`Publishing socket bound to ${addrStr}`); +} + +export function connectSubscribe(host: string, port: number) { + // TODO: peer discovery + const addrStr = `tcp://${host}:${port}`; + subscribeSock.connect(addrStr); + subscribeSock.subscribe("deltas"); + console.log(`Subscribing to ${addrStr}`); +} diff --git a/src/query.ts b/src/query.ts new file mode 100644 index 0000000..aa3199e --- /dev/null +++ b/src/query.ts @@ -0,0 +1,15 @@ +import { Query, QueryResult, } from './types'; +import { deltasAccepted } from './deltas'; +import { applyFilter } from './filter'; + +// export const queryResultMemo = new Map(); + +export function issueQuery(query: Query): QueryResult { + const deltas = applyFilter(deltasAccepted, query.filterExpr); + return { + deltas + // TODO: Materialized view / state collapse snapshot + }; +} + + diff --git a/src/request-reply.ts b/src/request-reply.ts new file mode 100644 index 0000000..02bea79 --- /dev/null +++ b/src/request-reply.ts @@ -0,0 +1,80 @@ +import { Request, Reply, Message } from 'zeromq'; +import { REQUEST_BIND_PORT, REQUEST_BIND_ADDR} from './config'; +import { EventEmitter } from 'node:events'; +import { PeerMethods } from './peers'; + +export type PeerRequest = { + method: PeerMethods; +}; + +export type RequestHandler = (req: PeerRequest, res: ResponseSocket) => void; + +export const replySock = new Reply(); +const requestStream = new EventEmitter(); + +export async function bindReply() { + const addrStr = `tcp://${REQUEST_BIND_ADDR}:${REQUEST_BIND_PORT}`; + await replySock.bind(addrStr); + console.log(`Reply socket bound to ${addrStr}`); +} + +export async function runRequestHandlers() { + for await (const [msg] of replySock) { + console.log(`Received message`, {msg: msg.toString()}); + const req = peerRequestFromMsg(msg); + requestStream.emit('request', req); + } +} + +function peerRequestFromMsg(msg: Message): PeerRequest | null { + let req: PeerRequest | null = null; + try { + const obj = JSON.parse(msg.toString()); + req = {...obj}; + } catch(e) { + console.log('error receiving command', e); + } + return req; +} + +export class ResponseSocket { + sock: Reply; + constructor(sock: Reply) { + this.sock = sock; + } + async send(msg: object | string) { + if (typeof msg === 'object') { + msg = JSON.stringify(msg); + } + console.log('sending reply', {msg}); + await this.sock.send(msg); + } +} + +export function registerRequestHandler(handler: RequestHandler) { + requestStream.on('request', (req) => { + const res = new ResponseSocket(replySock); + handler(req, res); + }); +} + +export class RequestSocket { + sock = new Request(); + constructor(host: string, port: number) { + const addrStr = `tcp://${host}:${port}`; + this.sock.connect(addrStr); + console.log(`Request socket connecting to ${addrStr}`); + } + async request(method: PeerMethods): Promise { + const req: PeerRequest = { + method + }; + await this.sock.send(JSON.stringify(req)); + // Wait for a response. + // TODO: Timeout + // TODO: Retry + // this.sock.receiveTimeout = ... + const [res] = await this.sock.receive(); + return res; + } +} diff --git a/src/store.ts b/src/store.ts new file mode 100644 index 0000000..ff76820 --- /dev/null +++ b/src/store.ts @@ -0,0 +1,11 @@ +import { Level } from 'level'; +import { LEVEL_DB_DIR } from './config'; +import path from 'path'; + +function newStore(name: string): Level { + return new Level(path.join(LEVEL_DB_DIR, name)); +} + +export const queryResultStore = newStore('query-results'); + +export const deltasAcceptedStore = newStore('deltas-accepted'); \ No newline at end of file diff --git a/src/types.ts b/src/types.ts new file mode 100644 index 0000000..8fb0a32 --- /dev/null +++ b/src/types.ts @@ -0,0 +1,39 @@ +export type Pointer = { + localContext: string, + target: string | number | undefined, + targetContext?: string +}; + +export type Delta = { + creator: string, + host: string, + pointers: Pointer[], +} + +export type DeltaContext = Delta & { + creatorAddress: string; +}; + +export type Query = { + filterExpr: JSON +}; + +export type QueryResult = { + deltas: Delta[] +}; + +export enum Decision { + Accept, + Reject, + Defer +}; + + +export type JSONLogic = object; + +export type FilterExpr = JSONLogic; + +export type FilterGenerator = () => FilterExpr; + +export type PropertyTypes = string | number | undefined; + diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..a8c6919 --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "target": "ES6", + "module": "CommonJS", + "esModuleInterop": true, + "moduleResolution": "Node", + "sourceMap": true, + "baseUrl": ".", + "paths": { + "@/*": ["src/*"] + }, + "outDir": "dist", + "importsNotUsedAsValues": "remove", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true + }, + "include": ["src/**/*"], + "exclude": ["node_modules"] +}