Frontend Enhancements: - Complete React TypeScript frontend with modern UI components - Distributed workflows management interface with real-time updates - Socket.IO integration for live agent status monitoring - Agent management dashboard with cluster visualization - Project management interface with metrics and task tracking - Responsive design with proper error handling and loading states Backend Infrastructure: - Distributed coordinator for multi-agent workflow orchestration - Cluster management API with comprehensive agent operations - Enhanced database models for agents and projects - Project service for filesystem-based project discovery - Performance monitoring and metrics collection - Comprehensive API documentation and error handling Documentation: - Complete distributed development guide (README_DISTRIBUTED.md) - Comprehensive development report with architecture insights - System configuration templates and deployment guides The platform now provides a complete web interface for managing the distributed AI cluster with real-time monitoring, workflow orchestration, and agent coordination capabilities. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
420 lines
18 KiB
Markdown
420 lines
18 KiB
Markdown
# fast-equals
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<img src="https://img.shields.io/badge/build-passing-brightgreen.svg"/>
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<img src="https://img.shields.io/badge/coverage-100%25-brightgreen.svg"/>
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<img src="https://img.shields.io/badge/license-MIT-blue.svg"/>
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Perform [blazing fast](#benchmarks) equality comparisons (either deep or shallow) on two objects passed, while also maintaining a high degree of flexibility for various implementation use-cases. It has no dependencies, and is ~1.8kB when minified and gzipped.
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The following types are handled out-of-the-box:
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- Plain objects (including `react` elements and `Arguments`)
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- Arrays
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- Typed Arrays
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- `Date` objects
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- `RegExp` objects
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- `Map` / `Set` iterables
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- `Promise` objects
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- Primitive wrappers (`new Boolean()` / `new Number()` / `new String()`)
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- Custom class instances, including subclasses of native classes
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Methods are available for deep, shallow, or referential equality comparison. In addition, you can opt into support for circular objects, or performing a "strict" comparison with unconventional property definition, or both. You can also customize any specific type comparison based on your application's use-cases.
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## Table of contents
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- [fast-equals](#fast-equals)
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- [Table of contents](#table-of-contents)
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- [Usage](#usage)
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- [Specific builds](#specific-builds)
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- [Available methods](#available-methods)
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- [deepEqual](#deepequal)
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- [Comparing `Map`s](#comparing-maps)
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- [shallowEqual](#shallowequal)
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- [sameValueZeroEqual](#samevaluezeroequal)
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- [circularDeepEqual](#circulardeepequal)
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- [circularShallowEqual](#circularshallowequal)
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- [strictDeepEqual](#strictdeepequal)
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- [strictShallowEqual](#strictshallowequal)
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- [strictCircularDeepEqual](#strictcirculardeepequal)
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- [strictCircularShallowEqual](#strictcircularshallowequal)
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- [createCustomEqual](#createcustomequal)
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- [Recipes](#recipes)
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- [Benchmarks](#benchmarks)
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- [Development](#development)
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## Usage
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```ts
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import { deepEqual } from 'fast-equals';
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console.log(deepEqual({ foo: 'bar' }, { foo: 'bar' })); // true
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```
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### Specific builds
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By default, npm should resolve the correct build of the package based on your consumption (ESM vs CommonJS). However, if you want to force use of a specific build, they can be located here:
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- ESM => `fast-equals/dist/esm/index.mjs`
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- CommonJS => `fast-equals/dist/cjs/index.cjs`
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- UMD => `fast-equals/dist/umd/index.js`
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- Minified UMD => `fast-equals/dist/min/index.js`
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If you are having issues loading a specific build type, [please file an issue](https://github.com/planttheidea/fast-equals/issues).
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## Available methods
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### deepEqual
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Performs a deep equality comparison on the two objects passed and returns a boolean representing the value equivalency of the objects.
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```ts
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import { deepEqual } from 'fast-equals';
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const objectA = { foo: { bar: 'baz' } };
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const objectB = { foo: { bar: 'baz' } };
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console.log(objectA === objectB); // false
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console.log(deepEqual(objectA, objectB)); // true
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```
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#### Comparing `Map`s
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`Map` objects support complex keys (objects, Arrays, etc.), however [the spec for key lookups in `Map` are based on `SameZeroValue`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map#key_equality). If the spec were followed for comparison, the following would always be `false`:
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```ts
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const mapA = new Map([[{ foo: 'bar' }, { baz: 'quz' }]]);
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const mapB = new Map([[{ foo: 'bar' }, { baz: 'quz' }]]);
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deepEqual(mapA, mapB);
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```
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To support true deep equality of all contents, `fast-equals` will perform a deep equality comparison for key and value parirs. Therefore, the above would be `true`.
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### shallowEqual
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Performs a shallow equality comparison on the two objects passed and returns a boolean representing the value equivalency of the objects.
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```ts
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import { shallowEqual } from 'fast-equals';
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const nestedObject = { bar: 'baz' };
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const objectA = { foo: nestedObject };
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const objectB = { foo: nestedObject };
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const objectC = { foo: { bar: 'baz' } };
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console.log(objectA === objectB); // false
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console.log(shallowEqual(objectA, objectB)); // true
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console.log(shallowEqual(objectA, objectC)); // false
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```
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### sameValueZeroEqual
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Performs a [`SameValueZero`](http://ecma-international.org/ecma-262/7.0/#sec-samevaluezero) comparison on the two objects passed and returns a boolean representing the value equivalency of the objects. In simple terms, this means either strictly equal or both `NaN`.
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```ts
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import { sameValueZeroEqual } from 'fast-equals';
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const mainObject = { foo: NaN, bar: 'baz' };
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const objectA = 'baz';
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const objectB = NaN;
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const objectC = { foo: NaN, bar: 'baz' };
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console.log(sameValueZeroEqual(mainObject.bar, objectA)); // true
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console.log(sameValueZeroEqual(mainObject.foo, objectB)); // true
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console.log(sameValueZeroEqual(mainObject, objectC)); // false
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```
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### circularDeepEqual
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Performs the same comparison as `deepEqual` but supports circular objects. It is slower than `deepEqual`, so only use if you know circular objects are present.
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```ts
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function Circular(value) {
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this.me = {
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deeply: {
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nested: {
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reference: this,
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},
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},
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value,
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};
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}
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console.log(circularDeepEqual(new Circular('foo'), new Circular('foo'))); // true
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console.log(circularDeepEqual(new Circular('foo'), new Circular('bar'))); // false
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```
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Just as with `deepEqual`, [both keys and values are compared for deep equality](#comparing-maps).
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### circularShallowEqual
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Performs the same comparison as `shallowequal` but supports circular objects. It is slower than `shallowEqual`, so only use if you know circular objects are present.
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```ts
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const array = ['foo'];
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array.push(array);
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console.log(circularShallowEqual(array, ['foo', array])); // true
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console.log(circularShallowEqual(array, [array])); // false
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```
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### strictDeepEqual
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Performs the same comparison as `deepEqual` but performs a strict comparison of the objects. In this includes:
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- Checking symbol properties
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- Checking non-enumerable properties in object comparisons
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- Checking full descriptor of properties on the object to match
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- Checking non-index properties on arrays
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- Checking non-key properties on `Map` / `Set` objects
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```ts
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const array = [{ foo: 'bar' }];
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const otherArray = [{ foo: 'bar' }];
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array.bar = 'baz';
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otherArray.bar = 'baz';
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console.log(strictDeepEqual(array, otherArray)); // true;
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console.log(strictDeepEqual(array, [{ foo: 'bar' }])); // false;
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```
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### strictShallowEqual
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Performs the same comparison as `shallowEqual` but performs a strict comparison of the objects. In this includes:
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- Checking non-enumerable properties in object comparisons
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- Checking full descriptor of properties on the object to match
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- Checking non-index properties on arrays
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- Checking non-key properties on `Map` / `Set` objects
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```ts
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const array = ['foo'];
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const otherArray = ['foo'];
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array.bar = 'baz';
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otherArray.bar = 'baz';
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console.log(strictDeepEqual(array, otherArray)); // true;
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console.log(strictDeepEqual(array, ['foo'])); // false;
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```
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### strictCircularDeepEqual
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Performs the same comparison as `circularDeepEqual` but performs a strict comparison of the objects. In this includes:
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- Checking `Symbol` properties on the object
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- Checking non-enumerable properties in object comparisons
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- Checking full descriptor of properties on the object to match
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- Checking non-index properties on arrays
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- Checking non-key properties on `Map` / `Set` objects
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```ts
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function Circular(value) {
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this.me = {
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deeply: {
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nested: {
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reference: this,
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},
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},
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value,
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};
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}
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const first = new Circular('foo');
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Object.defineProperty(first, 'bar', {
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enumerable: false,
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value: 'baz',
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});
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const second = new Circular('foo');
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Object.defineProperty(second, 'bar', {
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enumerable: false,
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value: 'baz',
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});
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console.log(circularDeepEqual(first, second)); // true
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console.log(circularDeepEqual(first, new Circular('foo'))); // false
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```
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### strictCircularShallowEqual
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Performs the same comparison as `circularShallowEqual` but performs a strict comparison of the objects. In this includes:
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- Checking non-enumerable properties in object comparisons
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- Checking full descriptor of properties on the object to match
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- Checking non-index properties on arrays
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- Checking non-key properties on `Map` / `Set` objects
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```ts
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const array = ['foo'];
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const otherArray = ['foo'];
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array.push(array);
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otherArray.push(otherArray);
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array.bar = 'baz';
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otherArray.bar = 'baz';
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console.log(circularShallowEqual(array, otherArray)); // true
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console.log(circularShallowEqual(array, ['foo', array])); // false
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```
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### createCustomEqual
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Creates a custom equality comparator that will be used on nested values in the object. Unlike `deepEqual` and `shallowEqual`, this is a factory method that receives the default options used internally, and allows you to override the defaults as needed. This is generally for extreme edge-cases, or supporting legacy environments.
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The signature is as follows:
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```ts
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interface Cache<Key extends object, Value> {
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delete(key: Key): boolean;
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get(key: Key): Value | undefined;
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set(key: Key, value: any): any;
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}
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interface ComparatorConfig<Meta> {
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areArraysEqual: TypeEqualityComparator<any[], Meta>;
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areDatesEqual: TypeEqualityComparator<Date, Meta>;
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areErrorsEqual: TypeEqualityComparator<Error, Meta>;
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areFunctionsEqual: TypeEqualityComparator<(...args: any[]) => any, Meta>;
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areMapsEqual: TypeEqualityComparator<Map<any, any>, Meta>;
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areObjectsEqual: TypeEqualityComparator<Record<string, any>, Meta>;
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arePrimitiveWrappersEqual: TypeEqualityComparator<
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boolean | string | number,
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Meta
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>;
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areRegExpsEqual: TypeEqualityComparator<RegExp, Meta>;
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areSetsEqual: TypeEqualityComparator<Set<any>, Meta>;
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areTypedArraysEqual: TypeEqualityComparatory<TypedArray, Meta>;
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areUrlsEqual: TypeEqualityComparatory<URL, Meta>;
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}
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function createCustomEqual<Meta>(options: {
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circular?: boolean;
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createCustomConfig?: (
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defaultConfig: ComparatorConfig<Meta>,
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) => Partial<ComparatorConfig<Meta>>;
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createInternalComparator?: (
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compare: <A, B>(a: A, b: B, state: State<Meta>) => boolean,
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) => (
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a: any,
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b: any,
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indexOrKeyA: any,
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indexOrKeyB: any,
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parentA: any,
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parentB: any,
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state: State<Meta>,
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) => boolean;
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createState?: () => { cache?: Cache; meta?: Meta };
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strict?: boolean;
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}): <A, B>(a: A, b: B) => boolean;
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```
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Create a custom equality comparator. This allows complete control over building a bespoke equality method, in case your use-case requires a higher degree of performance, legacy environment support, or any other non-standard usage. The [recipes](#recipes) provide examples of use in different use-cases, but if you have a specific goal in mind and would like assistance feel free to [file an issue](https://github.com/planttheidea/fast-equals/issues).
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_**NOTE**: `Map` implementations compare equality for both keys and value. When using a custom comparator and comparing equality of the keys, the iteration index is provided as both `indexOrKeyA` and `indexOrKeyB` to help use-cases where ordering of keys matters to equality._
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#### Recipes
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Some recipes have been created to provide examples of use-cases for `createCustomEqual`. Even if not directly applicable to the problem you are solving, they can offer guidance of how to structure your solution.
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- [Legacy environment support for `RegExp` comparators](./recipes/legacy-regexp-support.md)
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- [Explicit property check](./recipes/explicit-property-check.md)
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- [Using `meta` in comparison](./recipes//using-meta-in-comparison.md)
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- [Comparing non-standard properties](./recipes/non-standard-properties.md)
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- [Strict property descriptor comparison](./recipes/strict-property-descriptor-check.md)
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- [Legacy environment support for circualr equal comparators](./recipes/legacy-circular-equal-support.md)
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## Benchmarks
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All benchmarks were performed on an i9-11900H Ubuntu Linux 24.04 laptop with 64GB of memory using NodeJS version `20.17.0`, and are based on averages of running comparisons based deep equality on the following object types:
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- Primitives (`String`, `Number`, `null`, `undefined`)
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- `Function`
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- `Object`
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- `Array`
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- `Date`
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- `RegExp`
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- `react` elements
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- A mixed object with a combination of all the above types
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```bash
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Testing mixed objects equal...
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┌─────────┬─────────────────────────────────┬────────────────┐
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│ (index) │ Package │ Ops/sec │
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├─────────┼─────────────────────────────────┼────────────────┤
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│ 0 │ 'fast-equals' │ 1256867.529926 │
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│ 1 │ 'fast-deep-equal' │ 1207041.997437 │
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│ 2 │ 'shallow-equal-fuzzy' │ 1142536.391324 │
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│ 3 │ 'react-fast-compare' │ 1140373.249605 │
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│ 4 │ 'dequal/lite' │ 708240.354044 │
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│ 5 │ 'dequal' │ 704655.931143 │
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│ 6 │ 'fast-equals (circular)' │ 595853.718756 │
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│ 7 │ 'underscore.isEqual' │ 433596.570863 │
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│ 8 │ 'assert.deepStrictEqual' │ 310595.198662 │
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│ 9 │ 'lodash.isEqual' │ 232192.454526 │
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│ 10 │ 'fast-equals (strict)' │ 175941.250843 │
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│ 11 │ 'fast-equals (strict circular)' │ 154606.328398 │
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│ 12 │ 'deep-eql' │ 136052.484375 │
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│ 13 │ 'deep-equal' │ 854.061311 │
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└─────────┴─────────────────────────────────┴────────────────┘
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Testing mixed objects not equal...
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┌─────────┬─────────────────────────────────┬────────────────┐
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│ (index) │ Package │ Ops/sec │
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├─────────┼─────────────────────────────────┼────────────────┤
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│ 0 │ 'fast-equals' │ 3795307.779634 │
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│ 1 │ 'fast-deep-equal' │ 2987150.35694 │
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│ 2 │ 'react-fast-compare' │ 2733075.404272 │
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│ 3 │ 'fast-equals (circular)' │ 2311547.685659 │
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│ 4 │ 'dequal/lite' │ 1156909.54415 │
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│ 5 │ 'dequal' │ 1151209.161878 │
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│ 6 │ 'fast-equals (strict)' │ 1102248.247412 │
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│ 7 │ 'fast-equals (strict circular)' │ 1020639.089577 │
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│ 8 │ 'nano-equal' │ 1009557.685012 │
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│ 9 │ 'underscore.isEqual' │ 770286.698227 │
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│ 10 │ 'lodash.isEqual' │ 296338.570457 │
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│ 11 │ 'deep-eql' │ 152741.182224 │
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│ 12 │ 'assert.deepStrictEqual' │ 20163.203513 │
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│ 13 │ 'deep-equal' │ 3519.448516 │
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└─────────┴─────────────────────────────────┴────────────────┘
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```
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Caveats that impact the benchmark (and accuracy of comparison):
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- `Map`s, `Promise`s, and `Set`s were excluded from the benchmark entirely because no library other than `deep-eql` fully supported their comparison
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- `fast-deep-equal`, `react-fast-compare` and `nano-equal` throw on objects with `null` as prototype (`Object.create(null)`)
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- `assert.deepStrictEqual` does not support `NaN` or `SameValueZero` equality for dates
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- `deep-eql` does not support `SameValueZero` equality for zero equality (positive and negative zero are not equal)
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- `deep-equal` does not support `NaN` and does not strictly compare object type, or date / regexp values, nor uses `SameValueZero` equality for dates
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- `fast-deep-equal` does not support `NaN` or `SameValueZero` equality for dates
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- `nano-equal` does not strictly compare object property structure, array length, or object type, nor `SameValueZero` equality for dates
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- `react-fast-compare` does not support `NaN` or `SameValueZero` equality for dates, and does not compare `function` equality
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- `shallow-equal-fuzzy` does not strictly compare object type or regexp values, nor `SameValueZero` equality for dates
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- `underscore.isEqual` does not support `SameValueZero` equality for primitives or dates
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All of these have the potential of inflating the respective library's numbers in comparison to `fast-equals`, but it was the closest apples-to-apples comparison I could create of a reasonable sample size. It should be noted that `react` elements can be circular objects, however simple elements are not; I kept the `react` comparison very basic to allow it to be included.
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## Development
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Standard practice, clone the repo and `npm i` to get the dependencies. The following npm scripts are available:
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- benchmark => run benchmark tests against other equality libraries
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- build => build `main`, `module`, and `browser` distributables with `rollup`
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- clean => run `rimraf` on the `dist` folder
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- dev => start webpack playground App
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- dist => run `build`
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- lint => run ESLint on all files in `src` folder (also runs on `dev` script)
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- lint:fix => run `lint` script, but with auto-fixer
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- prepublish:compile => run `lint`, `test:coverage`, `transpile:lib`, `transpile:es`, and `dist` scripts
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- start => run `dev`
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- test => run AVA with NODE_ENV=test on all files in `test` folder
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- test:coverage => run same script as `test` with code coverage calculation via `nyc`
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- test:watch => run same script as `test` but keep persistent watcher
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