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Simple JSON validation example using RamdaJS and fp-ts with Typescript
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import { both, converge, equals as eq, ifElse, not, pipe, toLower, type, keys, curry } from "ramda" | |
import { Either, left, right, isLeft, isRight, getOrElse } from "fp-ts/lib/Either" | |
export type Json = string|number|boolean|Date|JsonObject | |
interface JsonObject { | |
[x: string]: Json; | |
} | |
interface JsonArray extends Array<Json> { } | |
export type Schema = { [id: string] : string } | |
const nameAndAgeSchema: Schema = { | |
name: "string", | |
age: "number" | |
} | |
const validRequest: Json = { | |
name: "Michael", | |
age: 48 | |
} | |
const invalidRequest: Json = { | |
name: 123, | |
age: "Hello" | |
} | |
const validType: (t: string) => (value: Json) => Either<string[], Json> = t => | |
ifElse( | |
both(pipe(eq(undefined), not), pipe(type, toLower, eq(t))), | |
right, | |
a => left([`${a} is not a valid ${t}`])) | |
function validInput(schema: Schema, input: Json): Either<string[], Json> { | |
return keys(input) | |
.map(k => validType(schema[k])(input[k])) | |
.reduce((acc, element): Either<string[], Json> => | |
element.fold( | |
e => isLeft(acc) ? acc.mapLeft(l => l.concat(e)) : left(e), | |
j => acc | |
) | |
, right(input)) | |
} | |
const validNameAndAge = curry(validInput)(nameAndAgeSchema) | |
console.log(validNameAndAge(validRequest).value) // => { name: 'Michael', age: 48 } | |
console.log(validNameAndAge(invalidRequest).value) // => [ '123 is not a valid string', 'Hello is not a valid number' ] |
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