This module is ESM ๐. Please read this.
๐ Full documentation & guides: onury.io/notation
A utility for reading, modifying, and filtering the contents of JavaScript objects and arrays โ using object/bracket notation strings or glob patterns.
Notation.create({ x: 1 }).set('some.prop', true).filter(['*.prop']).value // { some: { prop: true } }
Important
This library is intended for data objects with enumerable properties. It does not preserve an object's prototype chain, and does not support objects with circular references.
- Usage
- Notation
- Glob Notation
- Filtering Data with Glob patterns
- Object and Bracket Notation Syntax
- Globs and Data Integrity
- Source Object Mutation
- Documentation
- Quality
Install via NPM:
npm i notation
import { Notation } from 'notation';
Notation is a class for modifying or inspecting the contents (property keys and values) of a data object or array.
When reading or inspecting an enumerable property value such as obj.very.deep.prop; with pure JS, you would have to do several checks:
if (obj && obj.hasOwnProperty('very') && obj.very.hasOwnProperty('deep') && obj.very.deep.hasOwnProperty('prop') ) { return obj.very.deep.prop === undefined ? defaultValue : obj.very.deep.prop; }
With Notation, you can do this:
const notate = Notation.create; return notate(obj).get('very.deep.prop', defaultValue);
You can also inspect & get the value:
console.log(notate(obj).inspectGet('very.deep.prop')); // { // notation: 'very.deep.prop', // has: true, // value: 'some value', // type: 'string', // level: 3, // lastNote: 'prop' // }
To modify or build a data object:
const notate = Notation.create; const obj = { car: { brand: "Dodge", model: "Charger" }, dog: { breed: "Akita" } }; notate(obj) // initialize. equivalent to `new Notation(obj)` .set('car.color', 'red') // { car: { brand: "Dodge", model: "Charger", color: "red" }, dog: { breed: "Akita" } } .remove('car.model') // { car: { brand: "Dodge", color: "red" }, dog: { breed: "Akita" } } .filter(['*', '!car']) // { dog: { breed: "Akita" } } // equivalent to .filter(['dog']) .flatten() // { "dog.breed": "Akita" } .expand() // { dog: { breed: "Akita" } } .merge({ 'dog.color': 'white' }) // { dog: { breed: "Akita", color: "white" } } .copyFrom(other, 'boat.name') // { dog: { breed: "Akita", color: "white" }, boat: { name: "Mojo" } } .rename('boat.name', 'dog.name') // { dog: { breed: "Akita", color: "white", name: "Mojo" } } .value; // result object ^
See the documentation for more...
With a glob-notation, you can use wildcard stars * and bang ! prefix. A wildcard star will include all the properties at that level and a bang prefix negates that notation for exclusion.
- Only
Notation#filter()method accepts glob notations. Regular notations (without any wildcard*or!prefix) should be used with all other members of theNotationclass. - For raw Glob operations, you can use the
NotationGlobclass.
Removes duplicates, redundant items and logically sorts the array:
import { NotationGlob } from 'notation'; const globs = ['*', '!id', 'name', 'car.model', '!car.*', 'id', 'name', 'age']; console.log(NotationGlob.normalize(globs)); // โโยป ['*', '!car.*', '!id', 'car.model']
In the normalized result ['*', '!car.*', '!id', 'car.model']:
idis removed and!id(negated version) is kept. (In normalization, negated always wins over the positive, if both are same).- Duplicate glob,
nameis removed. The remainingnameis also removed bec.*renders it redundant; which covers all possible notations. - (In non-restrictive mode)
car.modelis kept (although*matches it) bec. it's explicitly defined while we have a negated glob that also matches it:!car.*.
console.log(NotationGlob.normalize(globs, { restrictive: true })); // โโยป ['*', '!car.*', '!id']
- In restrictive mode, negated removes every match.
Note
Notation#filter() and NotationGlob.union() methods automatically pre-normalize the given glob list(s).
Unites two glob arrays optimistically and sorts the result array logically:
const globsA = ['*', '!car.model', 'car.brand', '!*.age']; const globsB = ['car.model', 'user.age', 'user.name']; const union = NotationGlob.union(globsA, globsB); console.log(union); // โโยป ['*', '!*.age', 'user.age']
In the united result ['*', '!*.age', 'user.age']:
- (negated)
!car.modelofglobsAis removed becauseglobsBhas the exact positive version of it. (In union, positive wins over the negated, if both are same.) - But then,
car.modelis redundant and removed bec. we have*wildcard, which covers all possible non-negated notations. - Same applies to other redundant globs except
user.agebec. we have a!*.ageinglobsA, which matchesuser.age. So both are kept in the final array.
When filtering a data object with a globs array; properties that are explicitly defined with globs or implied with wildcards, will be included. Any matching negated-pattern will be excluded. The resulting object is created from scratch without mutating the original.
const data = { car: { brand: 'Ford', model: 'Mustang', age: 52 }, user: { name: 'John', age: 40 } }; const globs = ['*', '!*.age', 'user.age']; const filtered = Notation.create(data).filter(globs).value; console.log(filtered); // โโยป // { // car: { // brand: 'Ford', // model: 'Mustang' // }, // user: { // name: 'John', // age: 40 // } // }
In non-restrictive mode; even though we have the !*.age negated glob; user.age is still included in the result because it's explicitly defined.
But you can also do restrictive filtering. Let's take the same example:
const globs = ['*', '!*.age', 'user.age']; const filtered = Notation.create(data).filter(globs, { restrictive: true }).value; console.log(filtered); // โโยป // { // car: { // brand: 'Ford', // model: 'Mustang' // }, // user: { // name: 'John' // } // }
Note that in restrictive mode, user.age is removed this time; due to !*.age pattern.
Each note (level) of a notation is validated against EcmaScript variable syntax, array index notation and object bracket notation.
x[y],x.1,x.y-z,x.@are incorrect and will never match.x["y"],x['1'],x["y-z"],x['@']are correct object bracket notations.
[0].xindicatesxproperty of the first item of the root array.x[1]indicates second item ofxproperty of the root object.
*is valid wildcard for glob notation. Indicates all properties of an object.[*]is valid wildcard for glob notation. Indicates all items of an array.x[*]is valid wildcard for glob notation. Indicates all items ofxproperty which should be an array.x['*']just indicates a property/key (star), not a wildcard. Valid regular notation.x.*is valid wildcard for glob notation.x,x.*andx.*.*(and so on) are all equivalent globs. All normalize tox.- Negated versions are NOT equivalent.
!xindicates removal ofx.!x.*only indicates removal of all first-level properties ofxbut not itself (empty object).!x.*.*only indicates removal of all second-level properties ofx; but not itself and its first-level properties (x.*).- Same rule applies for bracket notation or mixed notations.
[0]=[0][*]but![0]โ![0][*]x=x[*]but!xโ!x[*][*]=[*].*but![*]โ![*].*
Below, we filter to;
- keep all properties of the source object,
- remove the second item of
colorsproperty (which is an array), - and empty
my-colorsproperty (which is an object).
const source = { name: 'Jack', colors: ['blue', 'green', 'red'], 'my-colors': { '1': 'yellow' } // non-standard name "my-colors" }; const globs = ['*', '!colors[1]', '!["my-colors"].*']; console.log(Notation.create(source).filter(globs).value); // โยป // { // name: 'Jack', // colors: ['blue', 'red'], // 'my-colors': {} // }
In the example above, colors item at index 1 is emptied.
In a glob list, you cannot have both object and array notations for root level. The root level implies the source type which is either an object or array; never both.
For example, ['[*]', '!x.y'] will throw because when you filter a source array with this glob list; !x.y will never match since the root x indicates an object property (e.g. source.x).
Each glob you use should conform with the given source object.
For example:
const obj = { x: { y: 1 } }; const globs = ['*', '!x.*']; console.log(Notation.create(obj).filter(globs).value); // โโยป { x: {} }
Here, we used !x.* negated glob to remove all the properties of x but not itself. So the result object has an x property with an empty object as its value. All good.
But in the source object; if the actual value of x is not an object, using the same glob list would throw:
const obj = { x: 1 }; // x is number const globs = ['*', '!x.*']; console.log(Notation.create(obj).filter(globs).value); // โโยป ERROR
This kind of type mismatch is critical so it will throw. The value 1 is a Number not an object, so it cannot be emptied with !x.*. (But we could have removed it instead, with glob !x.)
The source object or array will be mutated by default (except the #filter() method). To prevent mutation; you can call #clone() method before calling any method that modifies the object. The source object will be cloned deeply.
const notate = Notation.create; const mutated = notate(source1).set('newProp', true).value; console.log(source1.newProp); // โโยป true const cloned = notate(source2).clone().set('newProp', true).value; console.log('newProp' in source2); // โโยป false console.log(cloned.newProp); // โโยป true
Warning
Notation expects a data object (or array) with enumerable properties. In addition to plain objects and arrays; supported cloneable property/value types are primitives (such as String, Number, Boolean, Symbol, null and undefined) and built-in types (such as Date and RegExp).
Enumerable properties with types other than these (such as methods, special objects, custom class instances, etc) will be copied by reference. Non-enumerable properties will not be cloned.
If you still need full clone support, you can use a library like lodash. e.g. Notation.create(_.cloneDeep(source))
Read the full documentation โ guides, concepts and the API reference. For what changed in v3, see the change log.
Read the CHANGELOG.
- 100% test coverage (statements, branches, functions, lines) โ enforced via
Vitest thresholds. Run
npm run cover. - ~84% mutation score via StrykerJS. Run
npm run mutation.
Mutation testing goes beyond coverage: it
makes hundreds of small edits ("mutants") to the source โ flipping > to >=,
&& to ||, returning undefined, etc. โ and checks that a test fails for
each. It catches tests that execute code without actually asserting its
behavior (the trap where function getPositive(x){ return x } reaches 100%
coverage but verifies nothing). Most of the surviving mutants here are
equivalent mutants
in the glob normalization/cover/union logic โ redundant-but-harmless branches
that produce identical results โ plus environment-defensive guards. These can't
be killed by definition, so the realistic, healthy target is a high score, not
100%.
- accesscontrol โ Role and attribute based access control (RBAC + ABAC) with conditions, enforced ownership, custom actions and mandatory gates.
- configuard โ Turn flat config rows from a database table into a nested, typed configuration object โ with
${...}templating and accessor-based (ABAC) filtering.
ยฉ 2026, Onur Yฤฑldฤฑrฤฑm. MIT License.