validating-json-data
Validating JSON Data with z-schema
z-schema validates JSON data against JSON Schema (draft-04, draft-06, draft-07, draft-2019-09, draft-2020-12). Default draft: draft-2020-12.
Quick start
import ZSchema from 'z-schema';
const validator = ZSchema.create();
const schema = {
type: 'object',
properties: {
name: { type: 'string' },
age: { type: 'integer', minimum: 0 },
},
required: ['name'],
};
// Throws on invalid data
validator.validate({ name: 'Alice', age: 30 }, schema);
Install: npm install z-schema
Choosing a validation mode
z-schema has four modes based on two toggles: async and safe. Pick the one that fits the use case.
| Mode | Factory call | Returns | Use when |
|---|---|---|---|
| Sync throw | ZSchema.create() |
true or throws ValidateError |
Default — simple scripts and middleware |
| Sync safe | ZSchema.create({ safe: true }) |
{ valid, err? } |
Need to inspect errors without try/catch |
| Async throw | ZSchema.create({ async: true }) |
Promise<true> or rejects |
Using async format validators |
| Async safe | ZSchema.create({ async: true, safe: true }) |
Promise<{ valid, err? }> |
Async + non-throwing |
Sync throw (default)
import ZSchema from 'z-schema';
const validator = ZSchema.create();
try {
validator.validate(data, schema);
} catch (err) {
// err is ValidateError
console.log(err.details); // SchemaErrorDetail[]
}
Sync safe
const validator = ZSchema.create({ safe: true });
const result = validator.validate(data, schema);
if (!result.valid) {
console.log(result.err?.details);
}
Or call .validateSafe() on a regular (throwing) validator for the same result shape:
const validator = ZSchema.create();
const { valid, err } = validator.validateSafe(data, schema);
Async throw
Required when using async format validators.
const validator = ZSchema.create({ async: true });
try {
await validator.validate(data, schema);
} catch (err) {
console.log(err.details);
}
Async safe
const validator = ZSchema.create({ async: true, safe: true });
const { valid, err } = await validator.validate(data, schema);
Inspecting errors
ValidateError has .details — an array of SchemaErrorDetail:
interface SchemaErrorDetail {
message: string; // "Expected type string but found type number"
code: string; // "INVALID_TYPE"
params: (string | number | Array<string | number>)[];
path: string | Array<string | number>; // "#/age" or ["age"]
keyword?: string; // "type", "required", "minLength", etc.
inner?: SchemaErrorDetail[]; // sub-errors from anyOf/oneOf/not
schemaPath?: Array<string | number>;
schemaId?: string;
}
Example: walking nested errors
Combinators (anyOf, oneOf, not) produce nested inner errors:
const { valid, err } = validator.validateSafe(data, schema);
if (!valid && err) {
for (const detail of err.details) {
console.log(`${detail.path}: [${detail.code}] ${detail.message}`);
if (detail.inner) {
for (const sub of detail.inner) {
console.log(` └─ ${sub.path}: [${sub.code}] ${sub.message}`);
}
}
}
}
Filtering errors
Pass ValidateOptions as the third argument to include or exclude specific error codes:
// Only report type errors
validator.validate(data, schema, { includeErrors: ['INVALID_TYPE'] });
// Suppress string-length errors
validator.validate(data, schema, { excludeErrors: ['MIN_LENGTH', 'MAX_LENGTH'] });
For the full error code list, see references/error-codes.md.
Schema pre-compilation
Compile schemas at startup for better runtime performance and to resolve cross-references:
const validator = ZSchema.create();
const schemas = [
{
id: 'address',
type: 'object',
properties: { city: { type: 'string' }, zip: { type: 'string' } },
required: ['city'],
},
{
id: 'person',
type: 'object',
properties: {
name: { type: 'string' },
home: { $ref: 'address' },
},
required: ['name'],
},
];
// Compile all schemas (validates them and registers references)
validator.validateSchema(schemas);
// Validate data using a compiled schema ID
validator.validate({ name: 'Alice', home: { city: 'Paris' } }, 'person');
Remote references
Manual registration
ZSchema.setRemoteReference('http://example.com/schemas/address.json', addressSchema);
// or per-instance:
validator.setRemoteReference('http://example.com/schemas/person.json', personSchema);
Automatic loading via schema reader
import fs from 'node:fs';
import path from 'node:path';
ZSchema.setSchemaReader((uri) => {
const filePath = path.resolve(__dirname, 'schemas', uri + '.json');
return JSON.parse(fs.readFileSync(filePath, 'utf8'));
});
Diagnosing missing references
const { valid, err } = validator.validateSafe(data, schema);
if (!valid && err) {
const missing = validator.getMissingReferences(err);
const remote = validator.getMissingRemoteReferences(err);
}
Custom format validators
Global (shared across all validator instances)
ZSchema.registerFormat('postal-code', (value) => {
return typeof value === 'string' && /^\d{5}(-\d{4})?$/.test(value);
});
Instance-scoped
const validator = ZSchema.create();
validator.registerFormat('postal-code', (value) => {
return typeof value === 'string' && /^\d{5}(-\d{4})?$/.test(value);
});
Via options at creation time
const validator = ZSchema.create({
customFormats: {
'postal-code': (value) => typeof value === 'string' && /^\d{5}(-\d{4})?$/.test(value),
},
});
Async format validators
Return Promise<boolean>. Requires { async: true }.
const validator = ZSchema.create({ async: true });
validator.registerFormat('user-exists', async (value) => {
if (typeof value !== 'number') return false;
const user = await db.findUser(value);
return user != null;
});
Listing registered formats
const formats = ZSchema.getRegisteredFormats();
Choosing a draft version
Set the draft explicitly if the schema targets a specific version:
const validator = ZSchema.create({ version: 'draft-07' });
Valid values: 'draft-04', 'draft-06', 'draft-07', 'draft2019-09', 'draft2020-12' (default), 'none'.
For a feature comparison across drafts, see references/draft-comparison.md.
Common options
| Option | Default | Purpose |
|---|---|---|
breakOnFirstError |
false |
Stop validation at the first error |
noEmptyStrings |
false |
Reject empty strings as type string |
noEmptyArrays |
false |
Reject empty arrays as type array |
strictMode |
false |
Enable all strict checks at once |
ignoreUnknownFormats |
false |
Suppress unknown format errors (modern drafts always ignore) |
formatAssertions |
null |
null=always assert, true=respect vocabulary, false=annotation-only |
reportPathAsArray |
false |
Report error paths as arrays instead of JSON Pointer strings |
For the full options reference, see references/options.md.
Validating sub-schemas
Target a specific path within a schema:
validator.validate(carData, fullSchema, { schemaPath: 'definitions.car' });
Browser usage (UMD)
<script src="node_modules/z-schema/umd/ZSchema.min.js"></script>
<script>
var validator = ZSchema.create();
try {
validator.validate({ name: 'test' }, { type: 'object' });
} catch (err) {
console.log(err.details);
}
</script>
TypeScript types
All types are exported from the package:
import type {
JsonSchema, // Schema type (all drafts union)
ZSchemaOptions, // Configuration options
ValidateOptions, // Per-call options (schemaPath, includeErrors, excludeErrors)
ValidateResponse, // { valid: boolean, err?: ValidateError }
SchemaErrorDetail, // Individual error detail
ErrorCode, // Error code string literal type
FormatValidatorFn, // (input: unknown) => boolean | Promise<boolean>
SchemaReader, // (uri: string) => JsonSchema
} from 'z-schema';
import { ValidateError } from 'z-schema';
Reference files
- references/error-codes.md — Full error code list with descriptions and examples
- references/options.md — Complete options reference with defaults
- references/draft-comparison.md — Feature comparison across JSON Schema drafts
Important conventions
- Always use
ZSchema.create(options?)— nevernew ZSchema(). The factory returns the correctly typed variant. - Error details are on
.details(not.errors). - Import types with
import type { ... }and values withimport { ValidateError }. - Default draft is
draft2020-12. Specify explicitly if targeting an older draft.