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15 Commits

Author SHA1 Message Date
8c65387ef0 chore: add a TODO 2023-09-21 11:55:59 +02:00
5d256a468f Fix function name Square 2023-09-14 19:44:15 +02:00
1c48e57ea1 Move the TODO's up 2023-09-14 19:32:30 +02:00
a4f5af3ea5 Defined the signature of the function that is being created too 2023-09-14 19:31:21 +02:00
7dc26ea297 get template literals working with multiple dependencies 2023-09-14 17:42:42 +02:00
722ee05a0a resolve any number of arguments 2023-09-14 14:51:49 +02:00
11792e0435 experiment inferring TS types from a JS template 2022-12-24 20:17:36 +01:00
a5848125e4 fix and test absquare for quaternion 2022-12-23 17:18:24 +01:00
60ce6212b4 convert code to type aliases 2022-12-23 13:52:56 +01:00
04024a2a8d fix a TS issue 2022-12-23 12:22:41 +01:00
cbd1719227 experiment: convert all implementations to plain types 2022-12-23 11:27:39 +01:00
8c06c8f36e feat: Add generic operation square and numeric unequal (#4)
Co-authored-by: Jos de Jong <wjosdejong@gmail.com>
Co-authored-by: Glen Whitney <glen@studioinfinity.org>
Reviewed-on: #4
2022-12-22 16:12:36 +00:00
fbec410c42 feat: Implement complex arithmetic through sqrt
Together with any auxiliary functions needed for that goal. Also
  strives to ensure the same functions are being defined for
  number and for `Complex<T>`.
2022-12-22 00:14:58 -05:00
d55776655f refactor: Convenience type operator for specifying concrete signatures 2022-12-21 11:41:25 -05:00
1eb73be2fa refactor: entirely new scheme for specifying return types 2022-12-21 00:18:42 -05:00
28 changed files with 428 additions and 1632 deletions

3
.gitignore vendored
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@ -2,6 +2,7 @@
*~
# Typescript
# emitted code
obj
build
# ---> Node
@ -129,7 +130,7 @@ dist
# Stores VSCode versions used for testing VSCode extensions
.vscode-test
# Webstorm
# Webstiorm
.idea
# yarn v2

1
.npmrc
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@ -1 +0,0 @@
shell-emulator=true

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@ -1,14 +1,3 @@
# typocomath
A final (?) prototype for a refactor of mathjs, culminating the picomath, pocomath, typomath series. Provides an extensible core with "fuzzy" types for its operations, that can at any time generate exact .d.ts file for its current state.
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.

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@ -1 +0,0 @@
{"type": "module"}

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@ -1,16 +1,11 @@
{
name: 'typocomath',
version: '0.0.2',
version: '0.0.1',
description: 'A hopeful final typescipt-pragmatic mathjs proof-of-concept',
main: 'index.ts',
scripts: {
test: 'echo "Error: no test specified" && exit 1',
build: 'mkdirp build && cpy etc/package.json build --flat && tsc',
start: 'node build',
go: 'pnpm clean && pnpm build && pnpm start',
clean: 'del-cli build',
go: 'tsc && node build/infer.js'
},
packageManager: 'pnpm',
keywords: [
'math',
'algebra',
@ -23,13 +18,6 @@
url: 'https://code.studioinfinity.org/glen/typocomath.git',
},
devDependencies: {
'@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',
typescript: '^4.9.3',
},
}

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View File

@ -1,104 +1,129 @@
import {Complex} from './type.js'
import {Complex, complex_binary, FnComplexUnary} 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> {
addReal: AliasOf<'add', (a: T, b: RealType<T>) => T>
divideReal: AliasOf<'divide', (a: T, b: RealType<T>) => T>
}
}
FnAbsSquare,
FnAdd,
FnAddReal,
FnConj, FnConservativeSqrt, FnDivide,
FnDivideByReal, FnIsReal, FnIsSquare,
FnMultiply, FnNaN, FnRe, FnReciprocal, FnSqrt,
FnSubtract,
FnUnaryMinus, FnZero
} from '../interfaces/arithmetic'
export const add =
<T>(dep: Dependencies<'add' | 'complex', T>): Signature<'add', Complex<T>> =>
(w, z) => dep.complex(dep.add(w.re, z.re), dep.add(w.im, z.im))
<T>(dep: {
add: FnAdd<T>
}): FnAdd<Complex<T>> =>
(w, z) => complex_binary(dep.add(w.re, z.re), dep.add(w.im, z.im))
export const addReal =
<T>(dep: Dependencies<'addReal' | 'complex', T>):
Signature<'addReal', Complex<T>> =>
(z, r) => dep.complex(dep.addReal(z.re, r), z.im)
<T>(dep: {
addReal: FnAddReal<T, T>
}): FnAddReal<Complex<T>, T> =>
(z, r) => complex_binary(dep.addReal(z.re, r), z.im)
export const unaryMinus =
<T>(dep: Dependencies<'unaryMinus' | 'complex', T>):
Signature<'unaryMinus', Complex<T>> =>
z => dep.complex(dep.unaryMinus(z.re), dep.unaryMinus(z.im))
<T>(dep: {
unaryMinus: FnUnaryMinus<T>
}): FnUnaryMinus<Complex<T>> =>
(z) => complex_binary(dep.unaryMinus(z.re), dep.unaryMinus(z.im))
export const conj =
<T>(dep: Dependencies<'unaryMinus' | 'conj' | 'complex', T>):
Signature<'conj', Complex<T>> =>
z => dep.complex(dep.conj(z.re), dep.unaryMinus(z.im))
<T>(dep: {
unaryMinus: FnUnaryMinus<T>,
conj: FnConj<T>
}) : FnConj<Complex<T>> =>
(z) => complex_binary(dep.conj(z.re), dep.unaryMinus(z.im))
export const subtract =
<T>(dep: Dependencies<'subtract' | 'complex', T>):
Signature<'subtract', Complex<T>> =>
(w, z) => dep.complex(dep.subtract(w.re, z.re), dep.subtract(w.im, z.im))
<T>(dep: {
subtract: FnSubtract<T>
}): FnSubtract<Complex<T>> =>
(w, z) => complex_binary(dep.subtract(w.re, z.re), dep.subtract(w.im, z.im))
export const multiply =
<T>(dep: Dependencies<
'add' | 'subtract' | 'multiply' | 'conj' | 'complex', T>):
Signature<'multiply', Complex<T>> =>
(w, z) => {
const mult = dep.multiply
const realpart = dep.subtract(
mult( w.re, z.re), mult(dep.conj(w.im), z.im))
const imagpart = dep.add(
mult(dep.conj(w.re), z.im), mult( w.im, z.re))
return dep.complex(realpart, imagpart)
}
<T>(dep: {
add: FnAdd<T>,
subtract: FnSubtract<T>,
multiply: FnMultiply<T>,
conj: FnConj<T>
}) =>
(w, z) => {
const mult = dep.multiply
const realpart = dep.subtract(mult(w.re, z.re), mult(dep.conj(w.im), z.im))
const imagpart = dep.add(mult(dep.conj(w.re), z.im), mult(w.im, z.re))
return complex_binary(realpart, imagpart)
}
export const absquare =
<T>(dep: Dependencies<'absquare', T>
& Dependencies<'add', Returns<'absquare', T>>):
Signature<'absquare', Complex<T>> =>
z => dep.add(dep.absquare(z.re), dep.absquare(z.im))
<T, U>(dep: {
add: FnAdd<U>,
absquare: FnAbsSquare<T, U>
}): FnAbsSquare<Complex<T>, U> =>
(z) => dep.add(dep.absquare(z.re), dep.absquare(z.im))
export const divideReal =
<T>(dep: Dependencies<'divideReal' | 'complex', T>):
Signature<'divideReal', Complex<T>> =>
(z, r) => dep.complex(dep.divideReal(z.re, r), dep.divideReal(z.im, r))
export const divideByReal =
<T>(dep: {
divideByReal: FnDivideByReal<T, T>
}): FnDivideByReal<Complex<T>, T> =>
(z, r) => complex_binary(dep.divideByReal(z.re, r), dep.divideByReal(z.im, r))
export const reciprocal =
<T>(dep: Dependencies<'conj' | 'absquare' | 'divideReal', Complex<T>>):
Signature<'reciprocal', Complex<T>> =>
z => dep.divideReal(dep.conj(z), dep.absquare(z))
<T>(dep: {
conj: FnConj<Complex<T>>,
absquare: FnAbsSquare<Complex<T>, T>,
divideByReal: FnDivideByReal<Complex<T>, T>
}): FnReciprocal<Complex<T>> =>
(z) => dep.divideByReal(dep.conj(z), dep.absquare(z))
export const divide =
<T>(dep: Dependencies<'multiply' | 'reciprocal', Complex<T>>):
Signature<'divide', Complex<T>> =>
(w, z) => dep.multiply(w, dep.reciprocal(z))
<T>(dep: {
multiply: FnMultiply<Complex<T>>,
reciprocal: FnReciprocal<Complex<T>>,
}): FnDivide<Complex<T>> =>
(w, z) => dep.multiply(w, dep.reciprocal(z))
// The dependencies are slightly tricky here, because there are three types
// involved: Complex<T>, T, and RealType<T>, all of which might be different,
// and we have to get it straight which operations we need on each type, and
// in fact, we need `addReal` on both T and Complex<T>, hence the dependency
// with a custom name, not generated via Dependencies<...>
export const sqrt =
<T>(dep: Dependencies<'equal' | 'conservativeSqrt' | 'unaryMinus', RealType<T>>
& Dependencies<'zero' | 'complex', T>
& Dependencies<'absquare' | 're' | 'divideReal', Complex<T>>
& {
addTR: Signature<'addReal', T>,
addRR: Signature<'add', RealType<T>>,
addCR: Signature<'addReal', Complex<T>>
}): Signature<'sqrt', Complex<T>> =>
z => {
const myabs = dep.conservativeSqrt(dep.absquare(z))
const r = dep.re(z)
const negr = dep.unaryMinus(r)
if (dep.equal(myabs, negr)) {
// pure imaginary square root; z.im already zero
return dep.complex(
dep.zero(z.re), dep.addTR(z.im, dep.conservativeSqrt(negr)))
export const complexSqrt =
<T>(dep: {
conservativeSqrt: FnConservativeSqrt<T>,
isSquare: FnIsSquare<T>,
complex: FnComplexUnary<T>,
unaryMinus: FnUnaryMinus<T>,
zero: FnZero<T>,
nan: FnNaN<Complex<T>>
}) =>
(r) => {
if (dep.isSquare(r)) return dep.complex(dep.conservativeSqrt(r))
const negative = dep.unaryMinus(r)
if (dep.isSquare(negative)) {
return complex_binary(
dep.zero(r), dep.conservativeSqrt(negative))
}
// neither the real number or its negative is a square; could happen
// for example with bigint. So there is no square root. So we have to
// return the NaN of the type.
return dep.nan(dep.complex(r))
}
const num = dep.addCR(z, myabs)
const denomsq = dep.addRR(dep.addRR(myabs, myabs), dep.addRR(r, r))
const denom = dep.conservativeSqrt(denomsq)
return dep.divideReal(num, denom)
}
$reflect!([
add, addReal, unaryMinus, conj, subtract, multiply, absquare, divideReal,
reciprocal, divide, sqrt
])
export const sqrt =
<T>(dep: {
isReal: FnIsReal<Complex<T>>,
complexSqrt: FnSqrt<T>,
conservativeSqrt: FnConservativeSqrt<T>,
absquare: FnAbsSquare<Complex<T>, T>,
addReal: FnAddReal<Complex<T>, T>,
divideByReal: FnDivideByReal<Complex<T>, T>,
add: FnAdd<T>,
re: FnRe<Complex<T>, T>,
}) =>
(z: Complex<T>): Complex<T> | T => {
if (dep.isReal(z)) return dep.complexSqrt(z.re)
const myabs = dep.conservativeSqrt(dep.absquare(z))
const num = dep.addReal(z, myabs)
const r = dep.re(z)
const denomsq = dep.add(dep.add(myabs, myabs), dep.add(r, r))
const denom = dep.conservativeSqrt(denomsq)
return dep.divideByReal(num, denom)
}
export const conservativeSqrt = sqrt

View File

@ -1,13 +1,14 @@
import {Complex} from './type.js'
import type {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
import { Complex } from './type.js'
import {FnEqual} from '../interfaces/relational'
import {FnAdd, FnIsReal, FnIsSquare} from '../interfaces/arithmetic'
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))
<T>(dep: {
equal: FnEqual<T>,
add: FnAdd<T>,
isReal: FnIsReal<T>
}): FnIsReal<Complex<T>> =>
(z) => dep.isReal(z.re) && dep.equal(z.re, dep.add(z.re, z.im))
export const isSquare = (): Signature<'isSquare', Complex<unknown>> =>
z => true // FIXME: not correct for Complex<bigint> once we get there
$reflect!([isReal, isSquare])
export const isSquare =
<T>(): FnIsSquare<Complex<T>> => (z) => true // FIXME: not correct for Complex<bigint> once we get there

View File

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

View File

@ -1,13 +1,11 @@
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'
import {
joinTypes, typeOfDependency, Dependency,
} from '../core/Dispatcher.js'
import type {FnNaN, FnOne, FnRe, FnZero} from '../interfaces/arithmetic.js'
export type Complex<T> = { re: T; im: T; }
export const Complex_type = {
name: 'Complex', // just until we have reflection to tell us
test: <T>(dep: { testT: (z: unknown) => z is T }) =>
(z: unknown): z is Complex<T> =>
typeof z === 'object' && z != null && 're' in z && 'im' in z
@ -15,53 +13,46 @@ export const Complex_type = {
infer: (dep: typeOfDependency) =>
(z: Complex<unknown>) => joinTypes(dep.typeOf(z.re), dep.typeOf(z.im)),
from: {
T: <T>(dep: Dependencies<'zero', T>) => (t: T) =>
T: <T>(dep: Dependency<'zero', [T]>) => (t: T) =>
({ re: t, im: dep.zero(t) }),
Complex: <U, T>(dep: { convert: (from: U) => T }) =>
(z: Complex<U>) => ({ re: dep.convert(z.re), im: dep.convert(z.im) })
}
}
declare module "../interfaces/type" {
interface AssociatedTypes<T> {
Complex: T extends Complex<infer R> ? {
type: Complex<R>
zero: Complex<ZeroType<R>>
one: Complex<OneType<R> | ZeroType<R>>
nan: Complex<NaNType<R>>
real: RealType<R>
} : never
}
export type FnComplexUnary<T> = (t: T) => Complex<T>
interface Signatures<T> {
complex: ((re: T) => Complex<T>) | ((re: T, im: T) => Complex<T>)
}
}
export const complex_unary =
<T>(dep: {
zero: FnZero<T>
}): FnComplexUnary<T> =>
(t) => ({ re: t, im: dep.zero(t) })
export const complex =
<T>(dep: Dependencies<'zero', T>): Signature<'complex', T> =>
(a, b) => ({re: a, im: b || dep.zero(a)})
export type FnComplexBinary<T> = (re: T, im: T) => Complex<T>
export const complex_binary = <T>(t: T, u: T): Complex<T> => ({ re: t, im: u })
export const zero =
<T>(dep: Dependencies<'zero', T>
& Dependencies<'complex', Returns<'zero', T>>):
Signature<'zero', Complex<T>> =>
z => dep.complex(dep.zero(z.re), dep.zero(z.im))
<T>(dep: {
zero: FnZero<T>
}): FnZero<Complex<T>> =>
(z) => complex_binary(dep.zero(z.re), dep.zero(z.im))
export const one =
<T>(dep: Dependencies<'one' | 'zero', T>
& Dependencies<'complex', Returns<'one' | 'zero', T>>):
Signature<'one', Complex<T>> =>
z => dep.complex(dep.one(z.re), dep.zero(z.im))
<T>(dep: {
zero: FnZero<T>,
one: FnOne<T>
}): FnOne<Complex<T>> =>
(z) => complex_binary(dep.one(z.re), dep.zero(z.im))
export const nan =
<T>(dep: Dependencies<'nan', T>
& Dependencies<'complex', Returns<'nan', T>>):
Signature<'nan', Complex<T>> =>
z => dep.complex(dep.nan(z.re), dep.nan(z.im))
<T>(dep: {
nan: FnNaN<T>
}): FnNaN<Complex<T>> =>
(z) => complex_binary(dep.nan(z.re), dep.nan(z.im))
export const re =
<T>(dep: Dependencies<'re', T>): Signature<'re', Complex<T>> =>
z => dep.re(z.re)
$reflect!([complex, zero, one, nan, re])
<T>(dep: {
re: FnRe<T,T>
}): FnRe<Complex<T>, T> =>
(z) => dep.re(z.re)

View File

@ -5,29 +5,98 @@
* for specific types (including their own).
*/
import {parseReflectedType, ImplementationDef} from './parseReflectedType.js'
// First helper types and functions for the Dispatcher
type TypeName = string
type Parameter = TypeName
type Signature = Parameter[]
type InputSignature = Parameter[]
type DependenciesType = Record<string, Function>
// A "canned" dependency for a builtin function:
export type typeOfDependency = {typeOf: (x: unknown) => TypeName}
// Utility needed in type definitions
// All of the implementations must publish descriptions of their
// return types into the following interface, using the format
// described just below:
export interface ReturnTypes<Params> {}
/*****
To describe one implementation for a hypothetical operation `foo`, there
should be a property of the interface whose name starts with `foo` and whose
next character, if any, is an underscore. The type of this property
must be the return type of that implementation when Params matches the
parameter types of the implementation, and `never` otherwise.
Thus to describe an implementation that takes a number and a string and
returns a boolean, for example, you could write
```
declare module "Dispatcher" {
interface ReturnTypes<Params> {
foo_example: Params extends [number, string] ? boolean : never
}
}
```
If there is another, generic implementation that takes one argument
of any type and returns a Vector of that type, you can say
```
...
foo_generic: Params extends [infer T] ? Vector<T> : never
...
```
In practice, each subdirectory corresponding to a type, like Complex,
defines an interface, like `ComplexReturn<Params>` for the implementations
in that subdirectory, which can mostly be defined without suffixes because
there's typically just a single implementation within that domain.
Then the module responsible for collating all of the implementations for
that type inserts all of the properties of that interface into `ReturnTypes`
suitably suffixed to avoid collisions.
One might think that simply defining an implementation for `foo`
of type `(n: number, s: string) => boolean` would provide all of the same
information as the type of the key `foo_example` in the ReturnTypes
interface above, but in practice TypeScript has challenges in extracting
types relating to functions. (In particular, there is no
way to get the specialized return type of a generic function when it is
called on aguments whose specific types match the generic parameters.)
Hence the need for this additional mechanism to specify return types, in
a way readily suited for TypeScript type computations.
*****/
// Helpers for specifying signatures
// A basic signature with concrete types
export type Signature<CandidateParams, ActualParams, Returns> =
CandidateParams extends ActualParams ? Returns : never
//dummy implementation for now
export function joinTypes(a: TypeName, b: TypeName) {
if (a === b) return a
return 'any'
}
// Used to filter keys that match a given operation name
type BeginsWith<Name extends string> = Name | `${Name}_${string}`
// Look up the return type of an implementation based on its name
// and the parameters it takes
export type ImpReturns<Name extends string, Params> =
{[K in keyof ReturnTypes<Params>]: K extends BeginsWith<Name>
? ReturnTypes<Params>[K] : never}[keyof ReturnTypes<Params>]
// The type of an implementation (with dependencies satisfied,
// based on its name and the parameters it takes
export type ImpType<Name extends string, Params extends unknown[]> =
(...args: Params) => ImpReturns<Name, Params>
// The type of a dependency on an implementation based on its name
// and the parameters it takes (just a simple object with one property
// named the same as the operation, of value type equal to the type of
// that implementation. These can be `&`ed together in case of multiple
// dependencies:
export type Dependency<Name extends string, Params extends unknown[]> =
{[N in Name]: ImpType<N, Params>}
// Now types used in the Dispatcher class itself
type TypeSpecification = {
name: string, // just until we get reflection, then we can remove this property
before?: TypeName[],
test: ((x: unknown) => boolean)
| ((d: DependenciesType) => (x: unknown) => boolean),
@ -41,44 +110,38 @@ type SpecificationsGroup = Record<string, SpecObject>
export class Dispatcher {
installSpecification(
name: string,
defn: ImplementationDef,
signature: InputSignature,
returns: TypeName,
dependencies: Record<string, InputSignature>,
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, '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)
}
console.log('Pretending to install', name, signature, '=>', returns)
//TODO: implement me
}
installType(name: TypeName, typespec: TypeSpecification) {
console.log('Pretending to install type', name, typespec)
//TODO: implement me
}
constructor(collection: SpecificationsGroup) {
const implementations = []
constructor(collection: SpecificationsGroup) {
for (const key in collection) {
console.log('Working on', key)
for (const identifier in collection[key]) {
const item = collection[key][identifier]
if (typeof item === 'function') {
implementations.push([key, identifier, item])
} else {
console.log('Handling type', key, ':', identifier)
console.log('Handling', key, ':', identifier)
const parts = identifier.split('_')
if (parts[parts.length - 1] === 'type') {
parts.pop()
const name = parts.join('_')
this.installType(
item.name, collection[key][identifier] as TypeSpecification)
name, collection[key][identifier] as TypeSpecification)
} else {
const name = parts[0]
this.installSpecification(
name, ['dunno'], 'unsure', {},
collection[key][identifier] as Function)
}
}
}
for (const trio of implementations) {
const [k, id, imp] = trio
console.log('Handling implementation', id, 'from', k)
this.installSpecification(
id, parseReflectedType(id, imp.reflectedType), imp)
}
}
}

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@ -1,279 +0,0 @@
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>
genericParameter: string | null
}
/**
* 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)
// extract the generic parameter like '<T>' at the start of the type
const genericParameter = factoryArgs.trim().startsWith('<')
? findBlockContents(factoryArgs, '<', '>')?.innerText || null
: null
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 "${depArgBlock}"`)
}
})
.flatMap(parseDependencies)
const dependencies: Record<string, FunctionDef> = groupBy(deps, 'name')
return {fn, dependencies, genericParameter }
}
function parseDependencies(deps: string): FunctionDef[] {
if (deps === 'configDependency') {
return [{name: 'config', signatures: [{args: [], returns: 'Config'}]}]
}
const inner = findBlockContents(deps, '{', '}').innerText
return split(inner, ';')
.map(trim)
.filter(notEmpty)
.map(parseDependency)
}
// parse a dependency like "complex: ((re: number) => Complex<number>) | ((re: number, im: number) => Complex<number>)"
function parseDependency(dep: string): FunctionDef {
const [name, def] = split(dep, ':').map(trim)
return parseAlias(name, def)
}
// Parse a possibly aliased function
function parseAlias(name: string, alias: string): FunctionDef {
const { aliasOf, innerSignature } = parseAliasOf(alias)
return { name, signatures: parseSignatures(innerSignature), aliasOf }
}
// parse function signatures like ((re: number) => Complex<number>) | ((re: number, im: number) => Complex<number>)
// But also have to succeed on (a: number) => number | Complex<number>
// That's why we only split on an alternation bar `|` that's followed by
// a parenthesis; that way we avoid splitting a union return type. Note
// this is not necessarily foolproof, as there could be a return type that
// is a union with a complicated piece that has to be enclosed in parens;
// but so far it seems to work in practice.
function parseSignatures(sigs: string) {
return split(sigs, /[|]\s*(?=[(])/)
.map(trim)
.map(stripParenthesis)
.map(signature => {
const [argsBlock, returns] = split(signature, '=>').map(trim)
if (!returns) {
throw new SyntaxError(`Failed to find return type in '${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 +1,3 @@
export * as generic from './native.js'
import * as generic from './arithmetic.js'
export { generic }

View File

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

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@ -1,2 +0,0 @@
export * from './arithmetic.js'
export * from './relational.js'

View File

@ -1,7 +0,0 @@
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

@ -1,4 +1,3 @@
import {inspect} from 'node:util'
import {Dispatcher} from './core/Dispatcher.js'
import * as Specifications from './all.js'
@ -6,48 +5,16 @@ 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)
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 }))
console.log('Result is', myabs)

88
src/infer.ts Normal file
View File

@ -0,0 +1,88 @@
/**
* Idea: instead of writing TypeScript, and inferring the JS-pocomath signature
* from TS that via a TypeScript plugin, we can maybe do this the other way
* around: take the JS-pocomath signature as base (and source of truth), and
* infer TypeScript interfaces from that using infer in template literal types.
*/
// TODO: get generics working
// TODO: how to pass config?
const create = createFactory<{
number: number
bigint: bigint
string: string
any: any
}>()
// These are our string based interfaces, which we can use both in typed-function and in TypeScript:
const Multiply = 'multiply(number,number)=>number'
const Square = 'square(number)=>number'
const Zero = 'zero(number)=>number'
// TODO: turn a generic string like `(T,T)=>T` into a concrete one like `(number,number)=>number`
// const MultiplyNumber = ResolveGeneric<'multiply', number>
const createSquare = create(Square, [Multiply, Zero], dep =>
x => dep.multiply(x, x)
)
// the code works in JS, and works in TS
const multiply = (a: number, b: number) => a * b
const zero = (a: number) => 0
const square = createSquare({ multiply, zero })
console.log('square', square(8)) // 64
function createFactory<BaseTypes extends Record<string, unknown>>() {
type BaseTypeNames = string & keyof BaseTypes
type ResolveType<TypeName extends BaseTypeNames> = BaseTypes[TypeName]
type Value<K> = K
type ResolveArguments<S extends string> = S extends ''
? []
: S extends `${infer Arg extends BaseTypeNames},${infer Tail}`
? [ResolveType<Arg>, ...ResolveArguments<Tail>]
: S extends `${infer Arg extends BaseTypeNames}`
? [ResolveType<Arg>]
: never
type DependencyRecord<FnType> =
FnType extends Value<infer K>
? K extends `${infer Name}(${infer Args})=>${infer ReturnType extends BaseTypeNames}`
? Record<Name, (...args: ResolveArguments<Args>) => ResolveType<ReturnType>>
: never
: never
type CreatedFunctionType<FnType> =
FnType extends Value<infer K>
? K extends `${infer Name}(${infer Args})=>${infer ReturnType extends BaseTypeNames}`
? (...args: ResolveArguments<Args>) => ResolveType<ReturnType>
: never
: never
// inspired by: https://stackoverflow.com/questions/68391632/infer-type-from-array-literal
type DependenciesRecord<
Arr extends Array<Value<any>>,
Result extends Record<string, any> = {}
> = Arr extends []
? Result
: Arr extends [infer H, ...infer Tail]
? Tail extends Array<Value<any>>
? H extends Value<any>
? DependenciesRecord<Tail, Result & DependencyRecord<H>>
: never
: never
: never
return function create<K extends string, Dependencies extends Value<K>[], W extends Value<K>>(
signature: W,
dependencies: [...Dependencies],
callback: (deps: DependenciesRecord<[...Dependencies]>) => CreatedFunctionType<W>
) {
console.log('Creating typed-function with', { signature, dependencies })
// TODO: create a typed-function for real
return callback
}
}

View File

@ -1,18 +1,28 @@
import type {Complex} from '../Complex/type.js'
import type {RealType} from './type.js'
// shared interfaces
declare module "./type" {
interface Signatures<T> {
add: (a: T, b: T) => T
unaryMinus: (a: T) => T
conj: (a: T) => T
subtract: (a: T, b: T) => T
multiply: (a: T, b: T) => T
square: (a: T) => T
absquare: (a: T) => RealType<T>
reciprocal: (a: T) => T
divide: (a: T, b: T) => T
conservativeSqrt: (a: T) => T
sqrt: (a: T)=> T extends Complex<unknown> ? T : T | Complex<T>
}
}
import { Complex } from "../Complex/type"
// Note: right now I've added an 'Fn*' prefix,
// so it is clear that the type hold a function type definition
// This is not necessary though, it is just a naming convention.
export type FnAdd<T> = (a: T, b: T) => T
export type FnAddReal<T, U> = (a: T, b: U) => T
export type FnUnaryMinus<T> = (a: T) => T
export type FnConj<T> = (a: T) => T
export type FnSubtract<T> = (a: T, b: T) => T
export type FnMultiply<T> = (a: T, b: T) => T
export type FnAbsSquare<T, U> = (a: T) => U
export type FnReciprocal<T> = (a: T) => T
export type FnDivide<T> = (a: T, b: T) => T
export type FnDivideByReal<T, U> = (a: T, b: U) => T
export type FnConservativeSqrt<T> = (a: T) => T
export type FnSqrt<T> = (a: T) => T | Complex<T>
export type FnSquare<T> = (z: T) => T
export type FnIsReal<T> = (a: T) => boolean
export type FnIsSquare<T> = (a: T) => boolean
export type FnZero<T> = (a: T) => T
export type FnOne<T> = (a: T) => T
export type FnNaN<T> = (a: T) => T
export type FnRe<T, U> = (a: T) => U

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@ -1,10 +0,0 @@
// Warning: a module must have something besides just a "declare module"
// section; otherwise it is ignored.
export type UnaryPredicate<T> = (a: T) => boolean
declare module "./type" {
interface Signatures<T> {
isReal: (a: T) => boolean
isSquare: (a: T) => boolean
}
}

View File

@ -1,9 +1,3 @@
// Warning: a module must have something besides just a "declare module"
// section; otherwise it is ignored.
export type BinaryPredicate<T> = (a: T, b: T) => T
declare module "./type" {
interface Signatures<T> {
equal: (a: T, b: T) => boolean
unequal: (a: T, b: T) => boolean
}
}
export type FnEqual<T> = (a: T, b: T) => boolean
export type FnUnequal<T> = (a: T, b: T) => boolean

View File

@ -1,90 +0,0 @@
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
* name of the type, and within the subinterface for that key,
* the type of the 'type' property is the actual TypeScript type
* we are associating the other properties to. Note the interface
* is generic with one parameter, corresponding to the fact that
* typocomath currently only allows generic types with a single
* generic parameter. This way, AssociatedTypes<SubType> can give the
* associated types for a generic type instantiated with SubType.
* That's not necessary for the 'undefined' type (or if you look in the
* `numbers` subdirectory, the 'number' type) or any concrete type,
* but that's OK, the generic parameter doesn't hurt in those cases.
****/
type ValueIntersectionByKeyUnion<T, TKey extends keyof T> = {
[P in TKey]: (k: T[P])=>void
} [TKey] extends ((k: infer I)=>void) ? I : never
export interface AssociatedTypes<T> {
undefined: {
type: undefined
zero: undefined
one: undefined
nan: undefined
real: undefined
}
}
type AssociatedTypeNames = keyof AssociatedTypes<unknown>['undefined']
type ALookup<T, Name extends AssociatedTypeNames> = ValueIntersectionByKeyUnion<{
[K in keyof AssociatedTypes<T>]:
T extends AssociatedTypes<T>[K]['type'] ? AssociatedTypes<T>[K][Name] : unknown},
keyof AssociatedTypes<T>>
// For everything to compile, zero and one must be subtypes of T:
export type ZeroType<T> = ALookup<T, 'zero'> & T
export type OneType<T> = ALookup<T, 'one'> & T
// But I believe 'nan' really might not be, like I think we will have to use
// 'undefined' for the nan of 'bigint', as it has nothing at all like NaN,
// so don't force it:
export type NaNType<T> = ALookup<T, 'nan'>
export type RealType<T> = ALookup<T, 'real'>
/*****
* The global signature patterns for all operations need to be published in the
* following interface. Each key is the name of an operation (but note that
* the Dispatcher will automatically merge operations that have the same
* name when the first underscore `_` and everything thereafter is stripped).
* The type of each key should be an interface with two properties: 'params'
* whose type is the type of the parameter list for the operation, and
* 'returns' whose type is the return type of the operation on those
* parameters. These types are generic in a parameter type T which should
* be interpreted as the type that the operation is supposed to "primarily"
* operate on, although note that some of the parameters and/or return types
* may depend on T rather than be exactly T.
* So note that the example 're' below provides essentially the same
* information that e.g.
* `type ReOp<T> = (t: T) => RealType<T>`
* would, but in a way that is much easier to manipulate in TypeScript,
* and it records the name of the operation as 're' also by virtue of the
* key 're' in the interface.
****/
export interface Signatures<T> {
zero: (a: T) => ZeroType<T>
one: (a: T) => OneType<T>
// nan needs to be able to operate on its own output for everything
// else to compile. That's why its parameter type is widened:
nan: (a: T | NaNType<T>) => NaNType<T>
re: (a: T) => RealType<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]>
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

@ -1,35 +1,29 @@
import type {configDependency} from '../core/Config.js'
import type {Dependencies, Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
import { Config } from '../core/Config.js'
import type { FnComplexBinary } from '../Complex/type.js'
import { FnAdd, FnConj, FnSubtract, FnUnaryMinus, FnMultiply, FnAbsSquare, FnReciprocal, FnDivide, FnConservativeSqrt, FnSqrt } from '../interfaces/arithmetic.js'
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
export const add: FnAdd<number> = (a, b) => a + b
export const addReal = add
export const unaryMinus: FnUnaryMinus<number> = (a) => -a
export const conj: FnConj<number> = (a) => a
export const subtract: FnSubtract<number> = (a, b) => a - b
export const multiply: FnMultiply<number> = (a, b) => a * b
export const absquare: FnAbsSquare<number, number> = (a) => a * a
export const reciprocal: FnReciprocal<number> = (a) => 1 / a
export const divide: FnDivide<number> = (a, b) => a / b
export const divideByReal = divide
const basicSqrt = (a: number) => isNaN(a) ? NaN : Math.sqrt(a)
export const conservativeSqrt = (): Signature<'conservativeSqrt', number> =>
basicSqrt
export const conservativeSqrt: FnConservativeSqrt<number> = (a) => isNaN(a) ? NaN : Math.sqrt(a)
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(unaMinus(a)))
}
(dep: {
config: Config,
complex: FnComplexBinary<number>
}): FnSqrt<number> => {
if (dep.config.predictable || !dep.complex) return conservativeSqrt
return a => {
if (isNaN(a)) return NaN
if (a >= 0) return Math.sqrt(a)
return dep.complex(0, Math.sqrt(unaryMinus(a)))
}
}
$reflect!([
add, unaryMinus, conj, subtract, multiply, absquare, reciprocal, divide,
conservativeSqrt, sqrt
])

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

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

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@ -1,12 +1,12 @@
import {configDependency} from '../core/Config.js'
import {Signature} from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
import { Config } from '../core/Config.js'
import type { FnEqual, FnUnequal } from '../interfaces/relational.js'
const DBL_EPSILON = Number.EPSILON || 2.2204460492503130808472633361816E-16
export const equal =
(dep: configDependency): Signature<'equal', number> =>
(x, y) => {
(dep: {
config: Config
}): FnEqual<number> => (x, y) => {
const eps = dep.config.epsilon
if (eps === null || eps === undefined) return x === y
if (x === y) return true
@ -20,4 +20,8 @@ export const equal =
return false
}
$reflect!([equal])
export const unequal = (dep: {
equal: FnEqual<number>
}): FnUnequal<number> =>
(x, y) => !dep.equal(x, y)

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@ -1,29 +1,12 @@
import type { Signature } from '../interfaces/type.js'
import {$reflect} from '../interfaces/type.js'
import type { FnNaN, FnOne, FnZero, FnRe } from "../interfaces/arithmetic"
export const number_type = {
name: 'number', // just until we have reflection to tell us
before: ['Complex'],
test: (n: unknown): n is number => typeof n === 'number',
from: { string: (s: string) => +s }
}
declare module "../interfaces/type" {
interface AssociatedTypes<T> {
number: {
type: number
zero: 0
one: 1
nan: typeof NaN
real: number
}
}
}
// 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
$reflect!([zero, one, nan, re])
export const zero: FnZero<number> = (a) => 0
export const one: FnOne<number> = (a) => 1
export const nan: FnNaN<number> = (a) => NaN
export const re: FnRe<number, number> = (a) => a

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@ -1,12 +1,7 @@
{
"compilerOptions": {
"target": "esnext",
"target": "ES2022",
"rootDir": "./src",
"outDir": "./build",
"moduleResolution": "nodenext",
"plugins": [ {
"transform": "ts-macros/dist/type-resolve",
"transformProgram": true
} ]
"outDir": "./build"
}
}