Package Exports
- @naturalcycles/scrubber-lib
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Readme
@naturalcycles/scrubber-lib
Scrub data in JavaScript plain objects by using rules defined in a configuration object
How to use
Install it:
yarn add -D @naturalcycles/scrubber-libDefine a scrubber configuration object:
import { ScrubberConfig, Scrubber } from '@naturalcycles/scrubber-lib'
const cfg: ScrubberConfig = {
fields: {
name: {
scrubber: 'staticScrubber',
params: {
replacement: 'John Doe',
},
},
password: {
scrubber: 'undefinedScrubber',
},
},
throwOnError: true,
}Scrub a single object:
const object = { name: 'Real Name', password: 'secret' }
const scrubber = new Scrubber(cfg)
const scrubbedObject = scrubber.scrub(object)
// scrubbedObject = name: 'John Doe', password: undefined }Scrub an array of objects:
const objects = [object1, object2, object3]
const scrubbedObjects = scrubber.scrub(objects)Public API
constructor (private cfg: ScrubberConfig, additionalScrubbersImpl?: ScrubbersImpl)
scrub<T> (data: T): TFeatures
- Objects are deep traversed
- Immutable changes (does not mutate the original object)
- TypeScript library, compatible both on browsers and NodeJS
- Fields are scrubbed if object keys match the field names on the configuration file
- Provides a few built-in scrubber functions
- Allows additional scrubber functions
- Validates config object on class initialization to ensure all defined scrubber functions exist
- Supports field names to be comma-separated on configuration file
- Error handling: all errors are logged and allows a
cfg.throwOnErroroptional configuration to re-throw errors
Limitations
- Objects of types
MapandSetare currently not traversed
Vocabulary
The scrubber-lib supports a ScrubberConfig parameter on initialization which is usually defined
by clients on a scrubber configuration file (YAML or JSON) with multiple scrubbing profiles
(such as anonymization, pseudo-anonymization, etc).
The library applies scrubber functions to the given objects. It provides some built-in
scrubber functions while also allowing custom scrubber functions implementations.
Possible use cases
Allows, for example, removal of sensitive data for:
- Logs
- Error reporting to third-party services
- Data exports (such as staging or other data exports)
- Anonymizing production users (GDPR "right to be forgotten")
Packaging
engines.node >= 10.13: Latest Node.js LTSmain: dist/index.js: commonjs, es2018types: dist/index.d.ts: typescript types/srcfolder with source*.tsfiles included