740 lines
22 KiB
Markdown
740 lines
22 KiB
Markdown
# fast-json-stringify
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[](https://github.com/fastify/fast-json-stringify/actions/workflows/ci.yml)
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[](https://www.npmjs.com/package/fast-json-stringify)
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[](https://github.com/neostandard/neostandard)
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[](https://www.npmjs.com/package/fast-json-stringify)
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__fast-json-stringify__ is significantly faster than `JSON.stringify()` for small payloads.
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Its performance advantage shrinks as your payload grows.
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It pairs well with [__flatstr__](https://www.npmjs.com/package/flatstr), which triggers a V8 optimization that improves performance when eventually converting the string to a `Buffer`.
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### How it works
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fast-json-stringify requires a [JSON Schema Draft 7](https://json-schema.org/specification-links.html#draft-7) input to generate a fast `stringify` function.
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##### Benchmarks
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- Machine: `EX41S-SSD, Intel Core i7, 4Ghz, 64GB RAM, 4C/8T, SSD`.
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- Node.js `v18.12.1`
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```
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FJS creation x 4,129 ops/sec ±0.82% (92 runs sampled)
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CJS creation x 184,196 ops/sec ±0.12% (97 runs sampled)
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AJV Serialize creation x 61,130,591 ops/sec ±0.40% (92 runs sampled)
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JSON.stringify array x 5,057 ops/sec ±0.10% (100 runs sampled)
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fast-json-stringify array default x 6,243 ops/sec ±0.14% (98 runs sampled)
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fast-json-stringify array json-stringify x 6,261 ops/sec ±0.30% (99 runs sampled)
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compile-json-stringify array x 6,842 ops/sec ±0.18% (96 runs sampled)
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AJV Serialize array x 6,964 ops/sec ±0.11% (95 runs sampled)
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JSON.stringify large array x 248 ops/sec ±0.07% (90 runs sampled)
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fast-json-stringify large array default x 99.96 ops/sec ±0.22% (74 runs sampled)
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fast-json-stringify large array json-stringify x 248 ops/sec ±0.07% (90 runs sampled)
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compile-json-stringify large array x 317 ops/sec ±0.09% (89 runs sampled)
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AJV Serialize large array x 111 ops/sec ±0.07% (33 runs sampled)
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JSON.stringify long string x 16,002 ops/sec ±0.09% (98 runs sampled)
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fast-json-stringify long string x 15,979 ops/sec ±0.09% (96 runs sampled)
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compile-json-stringify long string x 15,952 ops/sec ±0.31% (97 runs sampled)
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AJV Serialize long string x 21,416 ops/sec ±0.08% (98 runs sampled)
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JSON.stringify short string x 12,944,272 ops/sec ±0.09% (96 runs sampled)
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fast-json-stringify short string x 30,585,790 ops/sec ±0.27% (97 runs sampled)
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compile-json-stringify short string x 30,656,406 ops/sec ±0.12% (96 runs sampled)
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AJV Serialize short string x 30,406,785 ops/sec ±0.37% (96 runs sampled)
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JSON.stringify obj x 3,153,043 ops/sec ±0.33% (99 runs sampled)
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fast-json-stringify obj x 6,866,434 ops/sec ±0.11% (100 runs sampled)
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compile-json-stringify obj x 15,886,723 ops/sec ±0.15% (98 runs sampled)
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AJV Serialize obj x 8,969,043 ops/sec ±0.36% (97 runs sampled)
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JSON stringify date x 1,126,547 ops/sec ±0.09% (97 runs sampled)
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fast-json-stringify date format x 1,836,188 ops/sec ±0.12% (99 runs sampled)
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compile-json-stringify date format x 1,125,735 ops/sec ±0.19% (98 runs sampled)
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```
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#### Table of contents:
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- <a href="#example">`Example`</a>
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- <a href="#options">`Options`</a>
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- <a href="#api">`API`</a>
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- <a href="#fastJsonStringify">`fastJsonStringify`</a>
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- <a href="#specific">`Specific use cases`</a>
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- <a href="#required">`Required`</a>
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- <a href="#missingFields">`Missing fields`</a>
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- <a href="#patternProperties">`Pattern Properties`</a>
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- <a href="#additionalProperties">`Additional Properties`</a>
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- <a href="#AnyOf-and-OneOf">`AnyOf` and `OneOf`</a>
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- <a href="#ref">`Reuse - $ref`</a>
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- <a href="#long">`Long integers`</a>
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- <a href="#integer">`Integers`</a>
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- <a href="#nullable">`Nullable`</a>
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- <a href="#largearrays">`Large Arrays`</a>
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- <a href="#security">`Security Notice`</a>
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- <a href="#debug">`Debug Mode`</a>
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- <a href="#standalone">`Standalone Mode`</a>
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- <a href="#acknowledgments">`Acknowledgments`</a>
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- <a href="#license">`License`</a>
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<a name="example"></a>
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Try it out on RunKit: <a href="https://runkit.com/npm/fast-json-stringify">https://runkit.com/npm/fast-json-stringify</a>
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## Example
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```js
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const fastJson = require('fast-json-stringify')
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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firstName: {
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type: 'string'
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},
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lastName: {
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type: 'string'
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},
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age: {
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description: 'Age in years',
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type: 'integer'
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},
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reg: {
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type: 'string'
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}
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}
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})
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console.log(stringify({
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firstName: 'Matteo',
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lastName: 'Collina',
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age: 32,
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reg: /"([^"]|\\")*"/
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}))
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```
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<a name="options"></a>
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## Options
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Optionally, you may provide to `fast-json-stringify` an option object as the second parameter:
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```js
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const fastJson = require('fast-json-stringify')
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const stringify = fastJson(mySchema, {
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schema: { ... },
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ajv: { ... },
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rounding: 'ceil'
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})
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```
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- `schema`: external schemas references by $ref property. [More details](#ref)
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- `ajv`: [ajv v8 instance's settings](https://ajv.js.org/options.html) for those properties that require `ajv`. [More details](#anyof)
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- `rounding`: setup how the `integer` types will be rounded when not integers. [More details](#integer)
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- `largeArrayMechanism`: set the mechanism that should be used to handle large
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(by default `20000` or more items) arrays. [More details](#largearrays)
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<a name="api"></a>
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## API
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<a name="fastJsonStringify"></a>
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### fastJsonStringify(schema)
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Build a `stringify()` function based on [jsonschema draft 7 spec](https://json-schema.org/specification-links.html#draft-7).
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Supported types:
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* `'string'`
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* `'integer'`
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* `'number'`
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* `'array'`
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* `'object'`
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* `'boolean'`
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* `'null'`
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And nested ones, too.
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<a name="specific"></a>
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#### Specific use cases
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| Instance | Serialized as |
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| -------- | ---------------------------- |
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| `Date` | `string` via `toISOString()` |
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| `RegExp` | `string` |
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| `BigInt` | `integer` via `toString` |
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[JSON Schema built-in formats](https://json-schema.org/understanding-json-schema/reference/string.html#built-in-formats) for dates are supported and will be serialized as:
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| Format | Serialized format example |
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| ----------- | -------------------------- |
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| `date-time` | `2020-04-03T09:11:08.615Z` |
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| `date` | `2020-04-03` |
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| `time` | `09:11:08` |
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**Note**: In the case of a string formatted Date and not Date Object, there will be no manipulation on it. It should be properly formatted.
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Example with a Date object:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema with string date-time field',
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type: 'string',
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format: 'date-time'
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})
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const date = new Date()
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console.log(stringify(date)) // '"YYYY-MM-DDTHH:mm:ss.sssZ"'
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```
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<a name="required"></a>
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#### Required
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You can set specific fields of an object as required in your schema by adding the field name inside the `required` array in your schema.
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Example:
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```javascript
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const schema = {
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title: 'Example Schema with required field',
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type: 'object',
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properties: {
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nickname: {
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type: 'string'
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},
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mail: {
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type: 'string'
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}
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},
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required: ['mail']
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}
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```
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If the object to stringify is missing the required field(s), `fast-json-stringify` will throw an error.
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<a name="missingFields"></a>
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#### Missing fields
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If a field *is present* in the schema (and is not required) but it *is not present* in the object to stringify, `fast-json-stringify` will not write it in the final string.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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nickname: {
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type: 'string'
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},
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mail: {
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type: 'string'
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}
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}
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})
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const obj = {
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mail: 'mail@example.com'
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}
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console.log(stringify(obj)) // '{"mail":"mail@example.com"}'
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```
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<a name="defaults"></a>
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#### Defaults
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`fast-json-stringify` supports `default` jsonschema key in order to serialize a value
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if it is `undefined` or not present.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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nickname: {
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type: 'string',
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default: 'the default string'
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}
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}
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})
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console.log(stringify({})) // '{"nickname":"the default string"}'
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console.log(stringify({nickname: 'my-nickname'})) // '{"nickname":"my-nickname"}'
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```
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<a name="patternProperties"></a>
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#### Pattern properties
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`fast-json-stringify` supports pattern properties as defined by JSON schema.
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*patternProperties* must be an object, where the key is a valid regex and the value is an object, declared in this way: `{ type: 'type' }`.
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*patternProperties* will work only for the properties that are not explicitly listed in the properties object.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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nickname: {
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type: 'string'
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}
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},
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patternProperties: {
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'num': {
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type: 'number'
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},
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'.*foo$': {
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type: 'string'
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}
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}
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})
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const obj = {
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nickname: 'nick',
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matchfoo: 42,
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otherfoo: 'str',
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matchnum: 3
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}
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console.log(stringify(obj)) // '{"matchfoo":"42","otherfoo":"str","matchnum":3,"nickname":"nick"}'
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```
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<a name="additionalProperties"></a>
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#### Additional properties
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`fast-json-stringify` supports additional properties as defined by JSON schema.
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*additionalProperties* must be an object or a boolean, declared in this way: `{ type: 'type' }`.
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*additionalProperties* will work only for the properties that are not explicitly listed in the *properties* and *patternProperties* objects.
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If *additionalProperties* is not present or is set to `false`, every property that is not explicitly listed in the *properties* and *patternProperties* objects will be ignored, as described in <a href="#missingFields">Missing fields</a>.
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Missing fields are ignored to avoid having to rewrite objects before serializing. However, other schema rules would throw in similar situations.
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If *additionalProperties* is set to `true`, it will be used by `JSON.stringify` to stringify the additional properties. If you want to achieve maximum performance, we strongly encourage you to use a fixed schema where possible.
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The additional properties will always be serialized at the end of the object.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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nickname: {
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type: 'string'
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}
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},
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patternProperties: {
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'num': {
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type: 'number'
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},
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'.*foo$': {
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type: 'string'
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}
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},
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additionalProperties: {
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type: 'string'
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}
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})
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const obj = {
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nickname: 'nick',
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matchfoo: 42,
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otherfoo: 'str',
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matchnum: 3,
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nomatchstr: 'valar morghulis',
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nomatchint: 313
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}
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console.log(stringify(obj)) // '{"nickname":"nick","matchfoo":"42","otherfoo":"str","matchnum":3,"nomatchstr":"valar morghulis",nomatchint:"313"}'
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```
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#### AnyOf and OneOf
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`fast-json-stringify` supports the **anyOf** and **oneOf** keywords as defined by JSON schema. Both must be an array of valid JSON schemas. The different schemas will be tested in the specified order. The more schemas `stringify` has to try before finding a match, the slower it will be.
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*anyOf* and *oneOf* use [ajv](https://www.npmjs.com/package/ajv) as a JSON schema validator to find the schema that matches the data. This has an impact on performance—only use it as a last resort.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'object',
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properties: {
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'undecidedType': {
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'anyOf': [{
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type: 'string'
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}, {
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type: 'boolean'
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}]
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}
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}
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})
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```
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When specifying object JSON schemas for *anyOf*, add *required* validation keyword to match only the objects with the properties you want.
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Example:
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```javascript
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const stringify = fastJson({
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title: 'Example Schema',
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type: 'array',
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items: {
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anyOf: [
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{
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type: 'object',
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properties: {
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savedId: { type: 'string' }
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},
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// without "required" validation any object will match
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required: ['savedId']
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},
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{
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type: 'object',
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properties: {
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error: { type: 'string' }
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},
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required: ['error']
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}
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]
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}
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})
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```
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<a name="if-then-else"></a>
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#### If/then/else
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`fast-json-stringify` supports `if/then/else` jsonschema feature. See [ajv documentation](https://ajv.js.org/keywords.html#ifthenelse).
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Example:
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```javascript
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const stringify = fastJson({
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'type': 'object',
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'properties': {
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},
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'if': {
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'properties': {
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'kind': { 'type': 'string', 'enum': ['foobar'] }
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}
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},
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'then': {
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'properties': {
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'kind': { 'type': 'string', 'enum': ['foobar'] },
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'foo': { 'type': 'string' },
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'bar': { 'type': 'number' }
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}
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},
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'else': {
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'properties': {
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'kind': { 'type': 'string', 'enum': ['greeting'] },
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'hi': { 'type': 'string' },
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'hello': { 'type': 'number' }
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}
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}
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})
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console.log(stringify({
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kind: 'greeting',
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foo: 'FOO',
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bar: 42,
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hi: 'HI',
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hello: 45
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})) // {"kind":"greeting","hi":"HI","hello":45}
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console.log(stringify({
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kind: 'foobar',
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foo: 'FOO',
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bar: 42,
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hi: 'HI',
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hello: 45
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})) // {"kind":"foobar","foo":"FOO","bar":42}
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```
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**NB** Do not declare the properties twice or you will print them twice!
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<a name="ref"></a>
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#### Reuse - $ref
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If you want to reuse a definition of a value, you can use the property `$ref`.
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The value of `$ref` must be a string in [JSON Pointer](https://tools.ietf.org/html/rfc6901) format.
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Example:
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```javascript
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const schema = {
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title: 'Example Schema',
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definitions: {
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num: {
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type: 'object',
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properties: {
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int: {
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type: 'integer'
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}
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}
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},
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str: {
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type: 'string'
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}
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},
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type: 'object',
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properties: {
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nickname: {
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$ref: '#/definitions/str'
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}
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},
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patternProperties: {
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'num': {
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$ref: '#/definitions/num'
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}
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},
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additionalProperties: {
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$ref: '#/definitions/def'
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}
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}
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const stringify = fastJson(schema)
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```
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If you need to use an external definition, you can pass it as an option to `fast-json-stringify`.
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Example:
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```javascript
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const schema = {
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title: 'Example Schema',
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type: 'object',
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properties: {
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nickname: {
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$ref: 'strings#/definitions/str'
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}
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},
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patternProperties: {
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'num': {
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$ref: 'numbers#/definitions/num'
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}
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},
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additionalProperties: {
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$ref: 'strings#/definitions/def'
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}
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}
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const externalSchema = {
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numbers: {
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definitions: {
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num: {
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type: 'object',
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properties: {
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int: {
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type: 'integer'
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}
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}
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}
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}
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},
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strings: require('./string-def.json')
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}
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const stringify = fastJson(schema, { schema: externalSchema })
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```
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External definitions can also reference each other.
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Example:
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```javascript
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const schema = {
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title: 'Example Schema',
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type: 'object',
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properties: {
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foo: {
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$ref: 'strings#/definitions/foo'
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}
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}
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}
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const externalSchema = {
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strings: {
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definitions: {
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foo: {
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$ref: 'things#/definitions/foo'
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}
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}
|
|
},
|
|
things: {
|
|
definitions: {
|
|
foo: {
|
|
type: 'string'
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
const stringify = fastJson(schema, { schema: externalSchema })
|
|
```
|
|
|
|
<a name="long"></a>
|
|
#### Long integers
|
|
By default, the library will handle automatically [BigInt](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/BigInt).
|
|
|
|
<a name="integer"></a>
|
|
#### Integers
|
|
The `type: integer` property will be truncated if a floating point is provided.
|
|
You can customize this behavior with the `rounding` option that will accept [`round`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Math/round), [`ceil`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Math/ceil), [`floor`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Math/floor), or [`trunc`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Math/trunc). Default is `trunc`:
|
|
|
|
```js
|
|
const stringify = fastJson(schema, { rounding: 'ceil' })
|
|
```
|
|
|
|
|
|
<a name="nullable"></a>
|
|
#### Nullable
|
|
|
|
According to the [Open API 3.0 specification](https://swagger.io/docs/specification/data-models/data-types/#null), a value that can be null must be declared `nullable`.
|
|
|
|
##### Nullable object
|
|
```javascript
|
|
const stringify = fastJson({
|
|
'title': 'Nullable schema',
|
|
'type': 'object',
|
|
'nullable': true,
|
|
'properties': {
|
|
'product': {
|
|
'nullable': true,
|
|
'type': 'object',
|
|
'properties': {
|
|
'name': {
|
|
'type': 'string'
|
|
}
|
|
}
|
|
}
|
|
}
|
|
})
|
|
|
|
console.log(stringify({product: {name: "hello"}})) // "{"product":{"name":"hello"}}"
|
|
console.log(stringify({product: null})) // "{"product":null}"
|
|
console.log(stringify(null)) // null
|
|
```
|
|
|
|
Otherwise, instead of raising an error, null values will be coerced as follows:
|
|
|
|
- `integer` -> `0`
|
|
- `number` -> `0`
|
|
- `string` -> `""`
|
|
- `boolean` -> `false`
|
|
- `object` -> `{}`
|
|
- `array` -> `[]`
|
|
|
|
<a name="largearrays"></a>
|
|
#### Large Arrays
|
|
|
|
Large arrays are, for the scope of this document, defined as arrays containing,
|
|
by default, `20000` elements or more. That value can be adjusted via the option
|
|
parameter `largeArraySize`.
|
|
|
|
At some point the overhead caused by the default mechanism used by
|
|
`fast-json-stringify` to handle arrays starts increasing exponentially, leading
|
|
to slow overall executions.
|
|
|
|
##### Settings
|
|
|
|
In order to improve that the user can set the `largeArrayMechanism` and
|
|
`largeArraySize` options.
|
|
|
|
`largeArrayMechanism`'s default value is `default`. Valid values for it are:
|
|
|
|
- `default` - This option is a compromise between performance and feature set by
|
|
still providing the expected functionality out of this lib but giving up some
|
|
possible performance gain. With this option set, **large arrays** would be
|
|
stringified by joining their stringified elements using `Array.join` instead of
|
|
string concatenation for better performance
|
|
- `json-stringify` - This option will remove support for schema validation
|
|
within **large arrays** completely. By doing so the overhead previously
|
|
mentioned is nulled, greatly improving execution time. Mind there's no change
|
|
in behavior for arrays not considered _large_
|
|
|
|
`largeArraySize`'s default value is `20000`. Valid values for it are
|
|
integer-like values, such as:
|
|
|
|
- `20000`
|
|
- `2e4`
|
|
- `'20000'`
|
|
- `'2e4'` - _note this will be converted to `2`, not `20000`_
|
|
- `1.5` - _note this will be converted to `1`_
|
|
|
|
<a name="unsafe"></a>
|
|
#### Unsafe string
|
|
By default, the library escapes all strings. With the 'unsafe' format, the string isn't escaped. This has a potentially dangerous security issue. You can use it only if you are sure that your data doesn't need escaping. The advantage is a significant performance improvement.
|
|
|
|
Example:
|
|
```javascript
|
|
const stringify = fastJson({
|
|
title: 'Example Schema',
|
|
type: 'object',
|
|
properties: {
|
|
'code': {
|
|
type: 'string',
|
|
format 'unsafe'
|
|
}
|
|
}
|
|
})
|
|
```
|
|
|
|
##### Benchmarks
|
|
|
|
For reference, here are some benchmarks for comparison over the three
|
|
mechanisms. Benchmarks were conducted on an old machine.
|
|
|
|
- Machine: `ST1000LM024 HN-M 1TB HDD, Intel Core i7-3610QM @ 2.3GHz, 12GB RAM, 4C/8T`.
|
|
- Node.js `v16.13.1`
|
|
|
|
```
|
|
JSON.stringify large array x 157 ops/sec ±0.73% (86 runs sampled)
|
|
fast-json-stringify large array default x 48.72 ops/sec ±4.92% (48 runs sampled)
|
|
fast-json-stringify large array json-stringify x 157 ops/sec ±0.76% (86 runs sampled)
|
|
compile-json-stringify large array x 175 ops/sec ±4.47% (79 runs sampled)
|
|
AJV Serialize large array x 58.76 ops/sec ±4.59% (60 runs sampled)
|
|
```
|
|
|
|
<a name="security"></a>
|
|
## Security notice
|
|
|
|
Treat the schema definition as application code, it
|
|
is not safe to use user-provided schemas.
|
|
|
|
To achieve low cost and high performance redaction `fast-json-stringify`
|
|
creates and compiles a function (using the `Function` constructor) on initialization.
|
|
While the `schema` is currently validated for any developer errors,
|
|
there is no guarantee that supplying user-generated schema could not
|
|
expose your application to remote attacks.
|
|
|
|
Users are responsible for sending trusted data. `fast-json-stringify` guarantees that you will get
|
|
a valid output only if your input matches the schema or can be coerced to the schema. If your input
|
|
doesn't match the schema, you will get undefined behavior.
|
|
|
|
<a name="debug"></a>
|
|
### Debug Mode
|
|
|
|
The debug mode can be activated during your development to understand what is going on when things do not
|
|
work as you expect.
|
|
|
|
```js
|
|
const debugCompiled = fastJson({
|
|
title: 'default string',
|
|
type: 'object',
|
|
properties: {
|
|
firstName: {
|
|
type: 'string'
|
|
}
|
|
}
|
|
}, { mode: 'debug' })
|
|
|
|
console.log(debugCompiled) // it is a object contain code, ajv instance
|
|
const rawString = debugCompiled.code // it is the generated code
|
|
console.log(rawString)
|
|
|
|
const stringify = fastJson.restore(debugCompiled) // use the generated string to get back the `stringify` function
|
|
console.log(stringify({ firstName: 'Foo', surname: 'bar' })) // '{"firstName":"Foo"}'
|
|
```
|
|
|
|
<a name="standalone"></a>
|
|
### Standalone Mode
|
|
|
|
The standalone mode is used to compile the code that can be directly run by `node`
|
|
itself. You need to have `fast-json-stringify` installed for the standalone code to work.
|
|
|
|
```js
|
|
const fs = require('fs')
|
|
const code = fastJson({
|
|
title: 'default string',
|
|
type: 'object',
|
|
properties: {
|
|
firstName: {
|
|
type: 'string'
|
|
}
|
|
}
|
|
}, { mode: 'standalone' })
|
|
|
|
fs.writeFileSync('stringify.js', code)
|
|
const stringify = require('stringify.js')
|
|
console.log(stringify({ firstName: 'Foo', surname: 'bar' })) // '{"firstName":"Foo"}'
|
|
```
|
|
|
|
<a name="acknowledgments"></a>
|
|
## Acknowledgments
|
|
|
|
This project was kindly sponsored by [nearForm](https://nearform.com).
|
|
|
|
<a name="license"></a>
|
|
## License
|
|
|
|
Licensed under [MIT](./LICENSE).
|