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21 Commits

Author SHA1 Message Date
6f44567306 refactor: Extend reflection to all implementations so far
And also enhances the reflected type parsing so that the types of all
  implementations so far will parse.
2023-10-17 14:54:10 -07:00
d8199341e0 refactor: Settle on making all implementations (possibly vacuous) factories 2023-10-16 18:48:26 -07:00
ebe7cf831e refactor: Explore final patterns for runtime typing with ts-macros
The idea is to have a single macro which lets you reflect multiple
  implementations. That's provided in this commit. However, there
  is a hitch with implementations that have no dependencies: the
  reflectedType property did not exist on the Signature type. However,
  if you add it, then the Signature type becomes opaque, so we would
  have to look up signatures; but that appears to be tricky, as there
  doesn't seem to be a way to reflect the full generic type of the
  Signatures interface.

  So this commit provides three example resolutions:
  (A) Export a type RTT and all no-dependency implementations have to
      intersect with RTT (see 'add' in number/arithmetic.ts)
  (B) Write no-dependency implementations as functions of no arguments
      (representing no dependencies passed in) returning the actual
      implementation (see 'subtract' in number/arithmetic.ts)
  (C) Make a special DSignature<> generic type (short for "Direct Signature"
      used only (and always) for implementations with no dependencies, and
      a matching $Dreflect!() macro for generating their type info.

  Of course, there may be other possibilities I haven't thought of. But we
  need to pick one. I don't think it matters _too_ much, since there only
  a small fraction of all implementations have no dependencies.
2023-10-15 19:58:38 -07:00
49b1332917 feat: Add reflecTypes that allows multiple reflections at once 2023-10-09 21:10:15 -07:00
457b9cdc91 refactor: Possible alternate syntax for reflection 2023-09-30 15:52:14 -07:00
20236355c1 feat: do not generate export via macro but keep the export in TS for better DX 2023-09-29 15:36:22 +02:00
632c82966b chore: upgrade to ts-macros@5.2.0 instead of directly from git 2023-09-28 11:30:44 +02:00
2f7677c371 chore: output the reflected types enclosed in quotes for clarity 2023-09-21 21:09:04 +02:00
1ca0ac42d0 feate: implement a basic parser for the reflected types 2023-09-21 21:01:38 +02:00
fd4ecd70ba chore: use exact version numbers 2023-09-21 15:04:18 +02:00
0ebaaf35ee feat: convert sqrt for numbers 2023-09-21 15:02:42 +02:00
20078d2c87 use ts-macros directly from Github until v2.4.2 is published on npm 2023-09-21 14:58:51 +02:00
ce974e2a99 log the reflectedType of complex square root 2023-09-21 14:24:52 +02:00
4947a80cb4 chore: make pnpm go work cross platform 2023-09-21 14:11:10 +02:00
0e2a1e830a WIP: try to use ts-macros for more implementations 2023-09-18 10:14:11 -07:00
dc6cf5165d issue: ts-macros appears to be generating temp variable clashes 2023-08-26 12:19:32 -07:00
ae2303af7c chore: Update to ts-macros@2.4.0 2023-08-26 10:14:02 -07:00
9eff2bc265 feat: Demonstrate macros to encapsulate the type-reflection process 2023-08-25 19:19:01 -07:00
af02f1cb29 feat: Simplify the reflected type of an implementation 2023-08-25 19:19:01 -07:00
da5b2c3467 feat: Demonstrate a trick for further resolving the dep type at compiletime 2023-08-25 19:19:01 -07:00
770c302342 feat: Precisely reflect the type of an implementation at runtime (!!) 2023-08-25 19:18:54 -07:00
19 changed files with 1317 additions and 56 deletions

View File

@ -8,3 +8,7 @@ Convenience scripts:
* `pnpm build` -- compile the package
* `pnpm exec` -- run the compiled code produced by `pnpm build`
* `pnpm go` -- both of the above in sequence.
Important installation note:
after `pnpm install`, you must execute `npx ts-patch install` to activate the ts-macros compiler plugin.

View File

@ -1,13 +1,14 @@
{
name: 'typocomath',
version: '0.0.1',
version: '0.0.2',
description: 'A hopeful final typescipt-pragmatic mathjs proof-of-concept',
main: 'index.ts',
scripts: {
test: 'echo "Error: no test specified" && exit 1',
build: 'tsc && cp etc/package.json build',
exec: 'node build',
go: 'pnpm --sequential "/build|exec/"',
build: 'mkdirp build && cpy etc/package.json build --flat && tsc',
start: 'node build',
go: 'pnpm clean && pnpm build && pnpm start',
clean: 'del-cli build',
},
packageManager: 'pnpm',
keywords: [
@ -22,8 +23,13 @@
url: 'https://code.studioinfinity.org/glen/typocomath.git',
},
devDependencies: {
'@types/node': '^20.5.0',
'source-map': '^0.7.4',
typescript: '^5.1.6',
'@types/node': '20.8.4',
'cpy-cli': '5.0.0',
'del-cli': '5.1.0',
mkdirp: '3.0.1',
'source-map': '0.7.4',
'ts-macros': '2.6.0',
'ts-patch': '3.0.2',
typescript: '5.1.6',
},
}

View File

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View File

@ -2,6 +2,7 @@ import {Complex} from './type.js'
import type {
Dependencies, Signature, Returns, RealType, AliasOf
} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
declare module "../interfaces/type" {
interface Signatures<T> {
@ -81,8 +82,7 @@ export const sqrt =
addTR: Signature<'addReal', T>,
addRR: Signature<'add', RealType<T>>,
addCR: Signature<'addReal', Complex<T>>
}):
Signature<'sqrt', Complex<T>> =>
}): Signature<'sqrt', Complex<T>> =>
z => {
const myabs = dep.conservativeSqrt(dep.absquare(z))
const r = dep.re(z)
@ -98,4 +98,7 @@ export const sqrt =
return dep.divideReal(num, denom)
}
export const conservativeSqrt = sqrt
$reflect!([
add, addReal, unaryMinus, conj, subtract, multiply, absquare, divideReal,
reciprocal, divide, sqrt
])

View File

@ -1,9 +1,13 @@
import {Complex} from './type.js'
import type {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const isReal =
<T>(dep: Dependencies<'add' | 'equal' | 'isReal', T>):
Signature<'isReal', Complex<T>> =>
z => dep.isReal(z.re) && dep.equal(z.re, dep.add(z.re, z.im))
export const isSquare: Signature<'isSquare', Complex<any>> = z => true // FIXME: not correct for Complex<bigint> once we get there
export const isSquare = (): Signature<'isSquare', Complex<unknown>> =>
z => true // FIXME: not correct for Complex<bigint> once we get there
$reflect!([isReal, isSquare])

View File

@ -1,6 +1,8 @@
import {Complex} from './type.js'
import {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const equal =
<T>(dep: Dependencies<'equal', T>): Signature<'equal', Complex<T>> =>
(w, z) => dep.equal(w.re, z.re) && dep.equal(w.im, z.im)
$reflect!([equal])

View File

@ -2,6 +2,7 @@ import {joinTypes, typeOfDependency} from '../core/Dispatcher.js'
import type {
ZeroType, OneType, NaNType, Dependencies, Signature, Returns
} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export type Complex<T> = { re: T; im: T; }
@ -62,3 +63,5 @@ export const nan =
export const re =
<T>(dep: Dependencies<'re', T>): Signature<'re', Complex<T>> =>
z => dep.re(z.re)
$reflect!([complex, zero, one, nan, re])

View File

@ -5,6 +5,8 @@
* for specific types (including their own).
*/
import {parseReflectedType, ImplementationDef} from './parseReflectedType.js'
// First helper types and functions for the Dispatcher
type TypeName = string
@ -39,14 +41,18 @@ type SpecificationsGroup = Record<string, SpecObject>
export class Dispatcher {
installSpecification(
name: string,
signature: Signature,
returns: TypeName,
dependencies: Record<string, Signature>,
defn: ImplementationDef,
behavior: Function // possible todo: constrain this type based
// on the signature, return type, and dependencies. Not sure if
// that's really possible, though.
) {
console.log('Pretending to install', name, signature, '=>', returns)
console.log('Pretending to install', name, 'with signatures')
for (const signature of defn.fn.signatures) {
console.log(' ', signature.args, '=>', signature.returns)
}
if (defn.fn.aliasOf) {
console.log(' As an alias of', defn.fn.aliasOf)
}
//TODO: implement me
}
installType(name: TypeName, typespec: TypeSpecification) {
@ -71,7 +77,8 @@ export class Dispatcher {
for (const trio of implementations) {
const [k, id, imp] = trio
console.log('Handling implementation', id, 'from', k)
this.installSpecification(id, ['dunno'], 'unsure', {}, imp)
this.installSpecification(
id, parseReflectedType(id, imp.reflectedType), imp)
}
}
}

View File

@ -0,0 +1,273 @@
export type FunctionDef {
name: string,
aliasOf?: string,
signatures: Array<{
args: Array<{ name: string, type: string }>
returns: string
}>
}
export type ImplementationDef = {
fn: FunctionDef,
dependencies: Record<string, FunctionDef>
}
/**
* Parse a reflected type coming out of TypeScript into a structured object, for example:
*
* '<T>(dep: configDependency & { complex: ((re: number) => Complex<number>) | ((re: number, im: number) => Complex<number>); }) => (a: number) => number | Complex<number>'
*/
export function parseReflectedType(name: string, reflectedType: string): ImplementationDef {
console.log('For', name, 'parsing', reflectedType)
const [factoryArgs, fnsClause] = split(reflectedType, '=>', 2).map(trim)
const fn = parseAlias(name, fnsClause)
const factoryArgsInner = findBlockContents(factoryArgs, '(', ')')
const depArg = split(factoryArgsInner.innerText, ':').map(trim)[1]
const depArgBlocks: string[] = depArg ? split(depArg, '&').map(trim) : []
const deps = depArgBlocks
.filter(depArgBlock => {
if (depArgBlock.startsWith('{') || depArgBlock === 'configDependency') {
return true
} else {
throw new SyntaxError(`Cannot parse dependency "${depArgBlock}"`)
}
})
.flatMap(parseDependencies)
const dependencies: Record<string, FunctionDef> = groupBy(deps, 'name')
return {fn, dependencies}
}
function parseDependencies(deps: string): FunctionDef[] {
if (deps === 'configDependency') {
return [{name: 'config', signatures: [{args: [], returns: 'Config'}]}]
}
const inner = findBlockContents(deps, '{', '}').innerText
return split(inner, ';')
.map(trim)
.filter(notEmpty)
.map(parseDependency)
}
// parse a dependency like "complex: ((re: number) => Complex<number>) | ((re: number, im: number) => Complex<number>)"
function parseDependency(dep: string): FunctionDef {
const [name, def] = split(dep, ':').map(trim)
return parseAlias(name, def)
}
// Parse a possibly aliased function
function parseAlias(name: string, alias: string): FunctionDef {
const { aliasOf, innerSignature } = parseAliasOf(alias)
return { name, signatures: parseSignatures(innerSignature), aliasOf }
}
// parse function signatures like ((re: number) => Complex<number>) | ((re: number, im: number) => Complex<number>)
// But also have to succeed on (a: number) => number | Complex<number>
// That's why we only split on an alternation bar `|` that's followed by
// a parenthesis; that way we avoid splitting a union return type. Note
// this is not necessarily foolproof, as there could be a return type that
// is a union with a complicated piece that has to be enclosed in parens;
// but so far it seems to work in practice.
function parseSignatures(sigs: string) {
return split(sigs, /[|]\s*(?=[(])/)
.map(trim)
.map(stripParenthesis)
.map(signature => {
const [argsBlock, returns] = split(signature, '=>').map(trim)
if (!returns) {
throw new SyntaxError(`Failed to find return type in '${signature}'`)
}
return {
args: parseArgs(argsBlock),
returns
}
})
}
// parse args like "(re: number, im: number)"
function parseArgs(argsBlock: string) : Array<{name: string, type: string}> {
const args = findBlockContents(argsBlock, '(', ')').innerText
return split(args, ',')
.map(trim)
.map(arg => {
const [name, type] = split(arg, ':').map(trim)
return { name, type}
})
}
// parse "AliasOf<"divide", (a: Complex<T>, b: RealType<Complex<T>>) => Complex<T>>"
function parseAliasOf(signature: string) : { innerSignature: string, aliasOf: string | undefined } {
if (!signature.startsWith('AliasOf')) {
return {
innerSignature: signature,
aliasOf: undefined
}
}
const inner = findBlockContents(signature, '<', '>').innerText.trim()
const [aliasOfWithQuotes, innerSignature] = split(inner, ',').map(trim)
return {
innerSignature,
aliasOf: aliasOfWithQuotes.substring(1, aliasOfWithQuotes.length - 1) // remove double quotes
}
}
// remove the outer parenthesis, for example "((re: number) => Complex<number>)" returns "(re: number) => Complex<number>"
function stripParenthesis(text: string) : string {
return text.startsWith('(') && text.endsWith(')')
? text.substring(1, text.length - 1)
: text
}
function findBlockContents(text: string, blockStart: string, blockEnd: string, startIndex = 0) : { start: number, end: number, innerText: string } | undefined {
let i = startIndex
while (!matchSubString(text, blockStart, i) && i < text.length) {
i++
}
if (i >= text.length) {
return undefined
}
i++
const start = i
while (!matchSubString(text, blockEnd, i) || matchSubString(text, '=>', i - 1)) {
i = skipBrackets(text, i)
i++
}
if (i >= text.length) {
return undefined
}
const end = i
return {
start,
end,
innerText: text.substring(start, end)
}
}
/**
* Given a string, generate a string source for a regexp that will match
* exactly the given string.
* Uses the fact that the only characters that need to be escaped in
* a character class are \, ], and ^
*/
function regexpQuote(s: string) {
const special = '\\]^'
let re = ''
for (const char of s) {
if (special.includes(char)) re += `\\${char}`
else re += `[${char}]`
}
return re
}
/**
* Split a string by a delimiter, but ignore all occurrences of the delimiter
* that are inside bracket pairs <> () [] {}
*/
export function split(
text: string, delimiter: string | RegExp, pieces = 0): string[] {
const delim: RegExp = typeof delimiter === 'string'
? new RegExp(regexpQuote(delimiter), 'y')
: new RegExp(delimiter.source, 'y')
const parts: string[] = []
let i = 0
let n = 1
let start = 0
while (i < text.length && (pieces === 0 || n < pieces)) {
i = skipBrackets(text, i)
delim.lastIndex = i
const result = delim.exec(text)
if (result) {
parts.push(text.substring(start, i))
n += 1
i += result[0].length
start = i
}
i++
}
parts.push(text.substring(start))
return parts
}
function skipBrackets(text: string, startIndex: number) : number {
let level = 0
let i = startIndex
do {
if (isBracketOpen(text, i)) {
level++
}
if (isBracketClose(text, i) && level > 0) {
level--
}
if (level === 0) {
break
}
i++
} while(i < text.length)
return i
}
function isBracketOpen(text: string, index: number) {
const char = text[index]
return char === '(' || char === '<' || char === '[' || char === '{'
}
function isBracketClose(text: string, index: number) {
const char = text[index]
// we need to take care of not matching the ">" of the operator "=>"
return char === ')' || (char === '>' && text[index - 1] !== '=') || char === ']' || char === '}'
}
function matchSubString(text: string, search: string, index: number) : boolean {
for (let i = 0; i < search.length; i++) {
if (text[i + index] !== search[i]) {
return false
}
}
return true
}
function trim(text: string) : string {
return text.trim()
}
function notEmpty(text: string) : boolean {
return text.length > 0
}
function groupBy<T>(items: T[], key: string) : Record<string, T> {
const obj: Record<string, T> = {}
items.forEach((item) => {
obj[item[key]] = item
})
return obj
}

View File

@ -1,7 +1,9 @@
import type {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const square =
<T>(dep: Dependencies<'multiply', T>): Signature<'square', T> =>
z => dep.multiply(z, z)
// z => dep.fooBar(z, z) // fails as desired
// z => dep.multiply(z, 'foo') // fails as desired
// z => dep.multiply(z, 'foo') // still fails as desired
$reflect!([square])

View File

@ -1,5 +1,7 @@
import {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const unequal =
<T>(dep: Dependencies<'equal', T>): Signature<'unequal', T> =>
(x, y) => !dep.equal(x, y)
$reflect!([unequal])

View File

@ -1,3 +1,4 @@
import {inspect} from 'node:util'
import {Dispatcher} from './core/Dispatcher.js'
import * as Specifications from './all.js'
@ -5,16 +6,48 @@ export default new Dispatcher(Specifications)
import {Complex} from './Complex/type.js'
import {absquare as absquare_complex} from './Complex/arithmetic.js'
import {parseReflectedType} from './core/parseReflectedType.js'
const mockRealAdd = (a: number, b: number) => a+b
const mockComplexAbsquare = (z: Complex<number>) => z.re*z.re + z.im*z.im
const mockComplex = (re: number, im: number) => ({ re, im })
const config = {
predictable: false,
epsilon: 1e-14
}
const quatAbsquare = absquare_complex({
add: mockRealAdd,
absquare: mockComplexAbsquare
add: mockRealAdd,
absquare: mockComplexAbsquare
})
const myabs = quatAbsquare({re: {re: 0, im: 1}, im: {re:2, im: 3}})
const typeTest: typeof myabs = 7 // check myabs is just a number
console.log('Result is myabs=', myabs)
console.log('Result is', myabs)
const sqrt = Specifications.numbers.sqrt({
config,
complex: mockComplex
})
console.log('Result of sqrt(16)=', sqrt(16))
console.log('Result of sqrt(-4)=', sqrt(-4))
console.log()
console.log('1) NUMBER SQRT')
console.log(`1.1) REFLECTED TYPE: "${Specifications.numbers.sqrt.reflectedType}"`)
console.log(
'1.2) PARSED TYPE:',
inspect(
parseReflectedType('sqrt', Specifications.numbers.sqrt.reflectedType),
{ depth: null, colors: true }))
console.log()
console.log('2) GENERIC SQUARE')
console.log(`1.1) REFLECTED TYPE: "${Specifications.generic.square.reflectedType}"`)
console.log('2.2) PARSED TYPE:', inspect(parseReflectedType('square', Specifications.generic.square.reflectedType), { depth: null, colors: true }))
console.log()
console.log('3) COMPLEX SQRT')
console.log(`1.1) REFLECTED TYPE: "${Specifications.complex.sqrt.reflectedType}"`)
console.log('3.2) PARSED TYPE:', inspect(parseReflectedType('sqrt', Specifications.complex.sqrt.reflectedType), { depth: null, colors: true }))

View File

@ -1,3 +1,5 @@
import {$$typeToString} from 'ts-macros'
/*****
* Every typocomath type has some associated types; they need
* to be published in the following interface. The key is the
@ -73,7 +75,16 @@ export interface Signatures<T> {
type SignatureKey<T> = keyof Signatures<T>
export type Signature<Name extends SignatureKey<T>, T> = Signatures<T>[Name]
export type Returns<Name extends SignatureKey<T>, T> = ReturnType<Signatures<T>[Name]>
export type Dependencies<Name extends SignatureKey<T>, T> = {[K in Name]: Signature<K, T>}
export type Returns<Name extends SignatureKey<T>, T> =
ReturnType<Signatures<T>[Name]>
type Deps<T> = T extends unknown ? { [K in keyof T]: T[K] } : never;
export type Dependencies<Name extends SignatureKey<T>, T> =
Deps<{[K in Name]: Signature<K, T>}>
export type AliasOf<Name extends string, T> = T & {aliasOf?: Name}
// For defining implementations with type reflection
export function $reflect<ImplTuple>(tup: ImplTuple) {
+[[tup], <T>(elt: T) =>
elt.reflectedType = $$typeToString!<T>(true, false, true)]
}

View File

@ -1,25 +1,35 @@
import type {configDependency} from '../core/Config.js'
import type {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const add: Signature<'add', number> = (a, b) => a + b
export const unaryMinus: Signature<'unaryMinus', number> = a => -a
export const conj: Signature<'conj', number> = a => a
export const subtract: Signature<'subtract', number> = (a, b) => a - b
export const multiply: Signature<'multiply', number> = (a, b) => a * b
export const absquare: Signature<'absquare', number> = a => a * a
export const reciprocal: Signature<'reciprocal', number> = a => 1 / a
export const divide: Signature<'divide', number> = (a, b) => a / b
export const add = (): Signature<'add', number> => (a, b) => a + b
const unaMinus = (a: number) => -a
export const unaryMinus = (): Signature<'unaryMinus', number> => unaMinus
export const conj = (): Signature<'conj', number> => a => a
export const subtract = (): Signature<'subtract', number> => (a, b) => a - b
export const multiply = (): Signature<'multiply', number> => (a, b) => a * b
export const absquare = (): Signature<'absquare', number> => a => a * a
export const reciprocal = (): Signature<'reciprocal', number> => a => 1 / a
export const divide = (): Signature<'divide', number> => (a, b) => a / b
const basicSqrt = a => isNaN(a) ? NaN : Math.sqrt(a)
export const conservativeSqrt: Signature<'conservativeSqrt', number> = basicSqrt
const basicSqrt = (a: number) => isNaN(a) ? NaN : Math.sqrt(a)
export const conservativeSqrt = (): Signature<'conservativeSqrt', number> =>
basicSqrt
export const sqrt =
(dep: configDependency & Dependencies<'complex', number>):
Signature<'sqrt', number> => {
if (dep.config.predictable || !dep.complex) return basicSqrt
return a => {
if (isNaN(a)) return NaN
if (a >= 0) return Math.sqrt(a)
return dep.complex(0, Math.sqrt(unaryMinus(a)))
}
(dep: configDependency
& Dependencies<'complex', number>): Signature<'sqrt', number> => {
if (dep.config.predictable || !dep.complex) {
return basicSqrt
}
return a => {
if (isNaN(a)) return NaN
if (a >= 0) return Math.sqrt(a)
return dep.complex(0, Math.sqrt(unaMinus(a)))
}
}
$reflect!([
add, unaryMinus, conj, subtract, multiply, absquare, reciprocal, divide,
conservativeSqrt, sqrt
])

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@ -1,2 +1,4 @@
export * from './type.js'
export * from './arithmetic.js'
export * from './predicate.js'
export * from './relational.js'

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@ -1,4 +1,7 @@
import type {Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const isReal: Signature<'isReal', number> = (a) => true
export const isSquare: Signature<'isSquare', number> = (a) => a >= 0
export const isReal = (): Signature<'isReal', number> => (a) => true
export const isSquare = (): Signature<'isSquare', number> => (a) => a >= 0
$reflect!([isReal, isSquare])

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@ -1,5 +1,6 @@
import {configDependency} from '../core/Config.js'
import {Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
const DBL_EPSILON = Number.EPSILON || 2.2204460492503130808472633361816E-16
@ -19,3 +20,4 @@ export const equal =
return false
}
$reflect!([equal])

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@ -1,4 +1,5 @@
import type { Signature } from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
export const number_type = {
name: 'number', // just until we have reflection to tell us
@ -20,7 +21,9 @@ declare module "../interfaces/type" {
}
// I don't like the redundancy of repeating 'zero'; any way to eliminate that?
export const zero: Signature<'zero', number> = (a) => 0
export const one: Signature<'one', number> = (a) => 1
export const nan: Signature<'nan', number> = (a) => NaN
export const re: Signature<'re', number> = (a) => a
export const zero = (): Signature<'zero', number> => (a) => 0
export const one = (): Signature<'one', number> => (a) => 1
export const nan = (): Signature<'nan', number> => (a) => NaN
export const re = (): Signature<'re', number> => (a) => a
$reflect!([zero, one, nan, re])

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@ -1,8 +1,12 @@
{
"compilerOptions": {
"target": "ES2022",
"target": "esnext",
"rootDir": "./src",
"outDir": "./build",
"moduleResolution": "nodenext"
"moduleResolution": "nodenext",
"plugins": [ {
"transform": "ts-macros/dist/type-resolve",
"transformProgram": true
} ]
}
}