Runtime type checking and validation for TypeScript and JavaScript
npm install runtime-validator
A light weight library to perform run-time type checking and field validation for TypeScript and JavaScript.
- Easy to learn and read. Simple and fast to extend.
- Small lib. Optimised for tree shaking.
- Use with either TypeScript OR JavaScript.
- Detailed error reporting.
- Creates Validator objects that are concise and composable.
- Type check against compile-time types and interfaces.
- Validate both run-time types and field value constraints.
- Advanced: Apply transforms, data version upgrades ... to all or parts of your data.
- Can validate a value and then emit the result as:
- A valid value OR An exception
- A Promise (rejects if invalid)
- A success/fail boolean result (logs errors).
- Create your own result type!
- Validate function call arguments
- Unit test assertions
- Validate client or server side request/response payloads.
- Can either filter out (tObject) or prevent (tObjectStrict) undefined fields.
- Validate component properties (Vue)
- Create a TypeScript Type Guard
Within an application, build a local library of composable validators that
consistently check the types and values of all internal and external data structures.
``
npm i runtime-validator
OR
yarn add runtime-validator
Projects using < typescript@3.0.1 will need a polyfill for the unknown
type, such as unknown-ts.
TypeScript only checks types at compile time not at run-time.
The TypeScript project have excluded this from their stated
goals,
Type guards
work, but are limited in that they circumvent type inference instead of working
with it, and can be cumbersome to write.
This example demonstrates how to create a validator and then use it
to check the schema of a parsed JSON object.
`typescript
import {
Validator, tObject, tString, tNumber, tBoolean, optional
} from 'runtime-validator'
interface Pet {
name: string;
species: string;
age?: number;
isCute?: boolean;
}
const petValidator: Validator
name: tString(),
species: tString(),
age: optional(tNumber()),
isCute: optional(tBoolean())
})
// Since JSON.parse() returns any we need to type check the result at run-time.
const json: any = JSON.parse('{"name":"Lyle", "age":15, "isCute":true}');
// Returns value if valid, throws exception if invalid
// Exeception example
// Input: {"name":"Lyle","age":15,"isCute":true}
// Failed at input: the key 'species' is required but was not present
const pet: Pet = petValidator.asException(json);
// resolve() if valid, reject() if invalid
const petPromise: Promse
// true if valid, false if invalid and logs error.
const isValid: boolean = petValidator.asSuccess(json);
`
VueJS supports custom validation of component properties via a validator field defined on the property. The asSuccess modifier matches the call signature so we can use it to validate a Pet property on a component:
`javascript
import { tObject, tString, tNumber, tBoolean, optional } from 'runtime-validator';
// Create a logger using NPM 'debug' library
import debug from 'debug';
const logger = debug('MyPet');
const vPet = tObject({
name: tString(),
species: tString(),
age: optional(tNumber()),
isCute: optional(tBoolean())
});
// VueJs component
export default {
name: 'MyPet',
props: {
pet: {
type: Object,
required: true,
validator: v => vPet.asSuccess(v, logger)
// OR validator: vPet.asSuccessL(logger)
}
},
...
}
`
- oneOf() acts like an enum that restricts a field to limited set of values of equal type.Validator.where()
- can specify custom data validation conditions.
`typescriptexpected a number between ${min} and ${max}
const range = (min: number, max: number) =>
tNumber().where(
n => n >= min && n <= max,
);
const species = oneOf("dog", "cat", "bird", "snake");
const petValidator = tObject({
name: tString(),
species,
age: optional(range(0, 100)),
isCute: optional(tBoolean())
});
`
This library uses the combinator pattern from functional programming to build a Validator.
Validators can transform data objects with unknown structure into known and verified type and values.
Abbreviations:
- v = a Validator instance.v1
- ... vN is a Validator sequence (array or argument list).value
- = a constant or a value being validated.
Full API:
- Index.
- Validator classes.
- Result class.
- Constraints.
Primitive validators check a single value matches a primitive type.
When executed they return a validation result (value or error)
where the value will match the original primitive type.
Primitive | Description | Return Type |
-------------- | --------------------- | --------------------- |
tString() | Matches a string | Validator |tNumber() | Matches a number | Validator |tBoolean() | Matches a boolean | Validator |tFunction() | Matches a function | Validator |tUndefined() | Matches a undefined | Validator |tAny() | Matches any type. | Validator |tUnknown() | Matches any type. | Validator |
Modifiers adapt a value or validator to match/ignore or allow nullable/optional values.
Modifiers | Description |
---------------------- | ----------------------- |
constant(value) | Matches a constant string, number or boolean value |nullable(v) | Matches null or a value matching v |optional(v) | Matches undefined or a value matching v |succeed(value) | Ignores input and always returns value. |fails(error) | Ignores input and always fails with the error. |valueAt(path, value) | Returns a specific field from within the value data structure. |
Combinators combine or wrapper validators to validate a complex type.
Combinator | Description |
-------------------------- | ----------------------- |
tArray(v) | Matches an array containing elements that all match validator v |tDict(v) | Matches a dictionary having strings as keys and values that all match v |tuple([v1, ... vN]) | Matches an array containing elements that match validators v1 ... vN in sequence |oneOf(v1, ... vN) | Matches one of the validators v1 .. vN which must all return the same type. |union(v1, ... vN) | Matches one of the validators v1 .. vN. Return type is a union of return types. |intersection(v1, ... vN) | Matches all of the validators v1 .. vN. Return type is the intersection of return types. |withDefault(value, v) | If v fails to match input, return a default value. |lazy(v) | Supports validation of recursive types. See example below. |
Example: Use lazy(v) to validate a recursive type:
`typescript`
const validator: Validator
msg: tString(),
replies: lazy(() => tArray(validator)) // self reference
});
Constraints are just wrapper validators to add additional value conditions.
Internally they use the Validator.where() method to add these constraints.
These are just a few common examples we've included in the library.
You'll likely want to create your own, so check out src/constraints.ts for ideas.
Constraints | Description |
---------------------- | ----------------------- |
truthy() | Matches any truthy value |falsy() | Matches any falsy value |range(min, max) | Matches a number value between min and max |chars(n) | Matches a string of length n |charsMin(min) | Matches a string of at least min characters |charsMax(max) | Matches a string of no more than max characters |charsRange(min, max) | Matches a string of between min and max characters |matches(pattern) | Matches a string that matches the pattern |httpUrl() | Matches a HTTP or HTTPS URL |
The following functions all internally call v.check(value) to check if a value is valid.v.asException(), v.asPromise(), v.asSuccess() adapt the output from v.check()
for use in different programming contexts. If you need a validator function with
a different behaviour or call signature, follow the same coding pattern and create your own!
Example: v.asSuccess is useful in a Vue property validator or in a
TypeScript Type Guard.
Execute Validation | Description |
--------------------------- | ----------------------- |
v.asException(value) | Returns validated value. Throws an exception if invalid. |v.asString(value) | Returns null if valid or error if invalid. |v.asPromise(value) | Returns a Promise that is resolved to the validated value or rejected with the error. |v.asSuccess(value,logger) | If valid returns true, if invalid returns false and logs error. logger defaults to console.error |v.asSuccessL(logger) | Injects the logger early, returning a new asSuccess(value) validator function. |v.check(value) | Returns a CheckResult. Use to create a custom asXXX(). |
Adaptors can transform a Validator to into a new Validator that when executed will adapt the validation Result.
See the documentation on these methods in Validator classes for examples.
Adaptors | Description |
-------------------------- | ----------------------- |
v.where(f(value),error) | If f(value) is false, emits error. Used to create Constraints. |v.map(value => f(value)) | Transforms a validated value to a new value. |v1.andThen(f(value) => v2) | andThen()` can conditionally chain together validator sequences. |
This library owes thanks to:
- TypeScript JSON type validation by Elias Mulhall
- Forked from this project with major changes.
- JsonValidator by Daniel van den Eijkel
- Type-safe JSON Validator by Wesley Merkel
- The Elm Json.Decode API