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feat: add Schemable implementation for fast-check in contrib
fast-check does some nice stuff with property based testing and we can implement Schemable for the fast-check Arbitrary, allowing us to somewhat generate fake data from a Schema. Not sure if the IntersectArbitrary is a mess or not but we'll see.
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import type { Arbitrary, Random, Stream, Value } from "npm:[email protected]"; | ||
import type { | ||
IntersectSchemable, | ||
LiteralSchemable, | ||
Schemable, | ||
TupleSchemable, | ||
} from "../schemable.ts"; | ||
import type { Kind, Out } from "../kind.ts"; | ||
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import * as fc from "npm:[email protected]"; | ||
export * from "npm:[email protected]"; | ||
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export interface KindArbitrary extends Kind { | ||
readonly kind: Arbitrary<Out<this, 0>>; | ||
} | ||
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export class IntersectArbitrary<U, V> extends fc.Arbitrary<U & V> { | ||
constructor(private first: Arbitrary<U>, private second: Arbitrary<V>) { | ||
super(); | ||
} | ||
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generate(mrng: Random, biasFactor: number | undefined): Value<U & V> { | ||
const fst = this.first.generate(mrng, biasFactor); | ||
const snd = this.second.generate(mrng, biasFactor); | ||
return new fc.Value( | ||
Object.assign({}, fst.value, snd.value), | ||
mrng.nextInt(), | ||
); | ||
} | ||
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canShrinkWithoutContext(value: unknown): value is U & V { | ||
return this.first.canShrinkWithoutContext(value) && | ||
this.second.canShrinkWithoutContext(value); | ||
} | ||
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shrink(value: U & V, context: unknown): Stream<Value<U & V>> { | ||
return fc.Stream.of(new fc.Value(value, context)); | ||
} | ||
} | ||
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export const SchemableArbitrary: Schemable<KindArbitrary> = { | ||
unknown: fc.anything, | ||
string: fc.string, | ||
number: fc.float, | ||
boolean: fc.boolean, | ||
literal: fc.constantFrom as LiteralSchemable<KindArbitrary>["literal"], | ||
nullable: fc.option, | ||
undefinable: fc.option, | ||
record: <T>(arb: Arbitrary<T>) => fc.dictionary(fc.string(), arb), | ||
array: fc.array, | ||
tuple: fc.tuple as TupleSchemable<KindArbitrary>["tuple"], | ||
struct: fc.record, | ||
partial: (items) => fc.record(items, { requiredKeys: [] }), | ||
intersect: | ||
((second) => (first) => | ||
new IntersectArbitrary(first, second)) as IntersectSchemable< | ||
KindArbitrary | ||
>["intersect"], | ||
union: (second) => (first) => fc.oneof(first, second), | ||
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lazy: (_id, builder) => fc.memo(builder)(), | ||
}; |
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import { schema } from "../schemable.ts"; | ||
import { SchemableDecoder } from "../decoder.ts"; | ||
import { print, SchemableJsonBuilder } from "../json_schema.ts"; | ||
import { sample, SchemableArbitrary } from "../contrib/fast-check.ts"; | ||
import { pipe } from "../fn.ts"; | ||
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const Vector = schema((s) => s.tuple(s.number(), s.number(), s.number())); | ||
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const Asteroid = schema((s) => | ||
s.struct({ | ||
type: s.literal("asteroid"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
}) | ||
); | ||
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const Planet = schema((s) => | ||
s.struct({ | ||
type: s.literal("planet"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
population: s.number(), | ||
habitable: s.boolean(), | ||
}) | ||
); | ||
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const Rank = schema((s) => | ||
pipe( | ||
s.literal("captain"), | ||
s.union(s.literal("first mate")), | ||
s.union(s.literal("officer")), | ||
s.union(s.literal("ensign")), | ||
) | ||
); | ||
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const CrewMember = schema((s) => | ||
s.struct({ | ||
name: s.string(), | ||
age: s.number(), | ||
rank: Rank(s), | ||
home: Planet(s), | ||
}) | ||
); | ||
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const Ship = schema((s) => | ||
s.struct({ | ||
type: s.literal("ship"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
name: s.string(), | ||
crew: s.array(CrewMember(s)), | ||
}) | ||
); | ||
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const SpaceObject = schema((s) => | ||
pipe(Asteroid(s), s.union(Planet(s)), s.union(Ship(s))) | ||
); | ||
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const decoder = SpaceObject(SchemableDecoder); | ||
const arbitrary = SpaceObject(SchemableArbitrary); | ||
const json_schema = print(SpaceObject(SchemableJsonBuilder)); | ||
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const rands = sample(arbitrary, 10); | ||
const checks = rands.map(decoder); | ||
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console.log({ json_schema, rands, checks }); | ||
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const intersect = schema((s) => | ||
pipe( | ||
s.struct({ one: s.number() }), | ||
s.intersect(s.partial({ two: s.string() })), | ||
) | ||
); | ||
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const iarbitrary = intersect(SchemableArbitrary); | ||
console.log("Intersect", sample(iarbitrary, 20)); |
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import { assertEquals } from "https://deno.land/[email protected]/testing/asserts.ts"; | ||
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import * as F from "../../contrib/fast-check.ts"; | ||
import * as R from "../../refinement.ts"; | ||
import { schema } from "../../schemable.ts"; | ||
import { pipe } from "../../fn.ts"; | ||
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Deno.test("Fast Check Schemable", () => { | ||
const Vector = schema((s) => s.tuple(s.number(), s.number(), s.number())); | ||
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const Asteroid = schema((s) => | ||
s.struct({ | ||
type: s.literal("asteroid"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
tags: s.record(s.boolean()), | ||
}) | ||
); | ||
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const Planet = schema((s) => | ||
s.struct({ | ||
type: s.literal("planet"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
population: s.number(), | ||
habitable: s.boolean(), | ||
}) | ||
); | ||
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const Rank = schema((s) => | ||
pipe( | ||
s.literal("captain"), | ||
s.union(s.literal("first mate")), | ||
s.union(s.literal("officer")), | ||
s.union(s.literal("ensign")), | ||
) | ||
); | ||
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const CrewMember = schema((s) => | ||
pipe( | ||
s.struct({ | ||
name: s.string(), | ||
age: s.number(), | ||
rank: Rank(s), | ||
home: Planet(s), | ||
}), | ||
s.intersect(s.partial({ | ||
tags: s.record(s.string()), | ||
})), | ||
) | ||
); | ||
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const Ship = schema((s) => | ||
s.struct({ | ||
type: s.literal("ship"), | ||
location: Vector(s), | ||
mass: s.number(), | ||
name: s.string(), | ||
crew: s.array(CrewMember(s)), | ||
lazy: s.lazy("lazy", () => s.string()), | ||
}) | ||
); | ||
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const SpaceObject = schema((s) => | ||
pipe(Asteroid(s), s.union(Planet(s)), s.union(Ship(s))) | ||
); | ||
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const refinement = SpaceObject(R.SchemableRefinement); | ||
const arbitrary = SpaceObject(F.SchemableArbitrary); | ||
const rands = F.sample(arbitrary, 10); | ||
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for (const rand of rands) { | ||
assertEquals(refinement(rand), true); | ||
} | ||
}); | ||
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Deno.test("Fast Check IntersectArbitrary", () => { | ||
const intersect = new F.IntersectArbitrary( | ||
F.record({ one: F.integer() }), | ||
F.record({ two: F.string() }), | ||
); | ||
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assertEquals(intersect.canShrinkWithoutContext(null), false); | ||
assertEquals( | ||
intersect.canShrinkWithoutContext({ one: 1, two: "two" }), | ||
false, | ||
); | ||
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assertEquals( | ||
intersect.shrink({ one: 1, two: "two" }, null), | ||
F.Stream.of(new F.Value({ one: 1, two: "two" }, 0)), | ||
); | ||
}); |