fast-copy

fast-copy

A blazing fast deep object copier

Table of contents

• fast-copy
  • Table of contents
  • Usage
  • API
    • copy
    • copyStrict
    • createCopier
      • createCache
      • methods
        • Copier state
          • cache
          • copier
          • Constructor / prototype
      • strict
  • Types supported
  • Aspects of default copiers
    • Error references are copied directly, instead of creating a new *Error object
    • The constructor of the original object is used, instead of using known globals
    • Generator objects are copied, but still reference the original generator's state
  • Benchmarks
    • Simple objects
    • Complex objects
    • Big data
    • Circular objects
    • Special objects

Usage

import { copy } from 'fast-copy';
import { deepEqual } from 'fast-equals';

const object = {
  array: [123, { deep: 'value' }],
  map: new Map([
    ['foo', {}],
    [{ bar: 'baz' }, 'quz'],
  ]),
};

const copiedObject = copy(object);

console.log(copiedObject === object); // false
console.log(deepEqual(copiedObject, object)); // true

API

copy

Deeply copy the object passed.

import { copy } from 'fast-copy';

const copied = copy({ foo: 'bar' });

copyStrict

Deeply copy the object passed, but with additional strictness when replicating the original object:

• Properties retain their original property descriptor
• Non-enumerable keys are copied
• Non-standard properties (e.g., keys on arrays / maps / sets) are copied

import { copyStrict } from 'fast-copy';

const object = { foo: 'bar' };
object.nonEnumerable = Object.defineProperty(object, 'bar', {
  enumerable: false,
  value: 'baz',
});

const copied = copy(object);

NOTE: This method is significantly slower than copy, so it is recommended to only use this when you have specific use-cases that require it.

createCopier

Create a custom copier based on the type-specific method overrides passed, as well as configuration options for how copies should be performed. This is useful if you want to squeeze out maximum performance, or perform something other than a standard deep copy.

import { createCopier } from 'fast-copy';
import { LRUCache } from 'lru-cache';

const copyShallowStrict = createCopier({
  createCache: () => new LRUCache(),
  methods: {
    array: (array) => [...array],
    map: (map) => new Map(map.entries()),
    object: (object) => ({ ...object }),
    set: (set) => new Set(set.values()),
  },
  strict: true,
});

createCache

Method that creates the internal cache in the Copier state. Defaults to creating a new WeakMap instance.

methods

Methods used for copying specific object types. A list of the methods and which object types they handle:

• array => Array
• arrayBuffer=> ArrayBuffer, Float32Array, Float64Array, Int8Array, Int16Array, Int32Array, Uint8Array, Uint8ClampedArray, Uint16Array, Uint32Array, Uint64Array
• blob => Blob
• dataView => DataView
• date => Date
• error => Error, AggregateError, EvalError, RangeError, ReferenceError, SyntaxError, TypeError, URIError
• map => Map
• object => Object, or any custom constructor
• regExp => RegExp
• set => Set

Each method has the following contract:

type InternalCopier<Value> = (value: Value, state: State) => Value;

interface State {
  Constructor: any;
  cache: WeakMap;
  copier: InternalCopier<any>;
  prototype: any;
}

Copier state

cache

If you want to maintain circular reference handling, then you'll need the methods to handle cache population for future lookups:

function shallowlyCloneArray<Value extends any[]>(
  value: Value,
  state: State
): Value {
  const clone = [...value];

  state.cache.set(value, clone);

  return clone;
}

copier

copier is provided for recursive calls with deeply-nested objects.

function deeplyCloneArray<Value extends any[]>(
  value: Value,
  state: State
): Value {
  const clone = [];

  state.cache.set(value, clone);

  value.forEach((item) => state.copier(item, state));

  return clone;
}

Note above I am using forEach instead of a simple map. This is because it is highly recommended to store the clone in cache eagerly when deeply copying, so that nested circular references are handled correctly.

Constructor / prototype

Both Constructor and prototype properties are only populated with complex objects that are not standard objects or arrays. This is mainly useful for custom subclasses of these globals, or maintaining custom prototypes of objects.

function deeplyCloneSubclassArray<Value extends CustomArray>(
  value: Value,
  state: State
): Value {
  const clone = new state.Constructor();

  state.cache.set(value, clone);

  value.forEach((item) => clone.push(item));

  return clone;
}

function deeplyCloneCustomObject<Value extends CustomObject>(
  value: Value,
  state: State
): Value {
  const clone = Object.create(state.prototype);

  state.cache.set(value, clone);

  Object.entries(value).forEach(([k, v]) => (clone[k] = v));

  return clone;
}

strict

Enforces strict copying of properties, which includes properties that are not standard for that object. An example would be a named key on an array.

NOTE: This creates a copier that is significantly slower than "loose" mode, so it is recommended to only use this when you have specific use-cases that require it.

Types supported

The following object types are deeply cloned when they are either properties on the object passed, or the object itself:

• Array
• ArrayBuffer
• Boolean primitive wrappers (e.g., new Boolean(true))
• Blob
• Buffer
• DataView
• Date
• Float32Array
• Float64Array
• Int8Array
• Int16Array
• Int32Array
• Map
• Number primitive wrappers (e.g., new Number(123))
• Object
• RegExp
• Set
• String primitive wrappers (e.g., new String('foo'))
• Uint8Array
• Uint8ClampedArray
• Uint16Array
• Uint32Array
• React components
• Custom constructors

The following object types are copied directly, as they are either primitives, cannot be cloned, or the common use-case implementation does not expect cloning:

• AsyncFunction
• AsyncGenerator
• Boolean primitives
• Error
• Function
• Generator
• GeneratorFunction
• Number primitives
• Null
• Promise
• String primitives
• Symbol
• Undefined
• WeakMap
• WeakSet

Circular objects are supported out of the box. By default, a cache based on WeakSet is used, but if WeakSet is not available then a fallback is used. The benchmarks quoted below are based on use of WeakSet.

Aspects of default copiers

Inherently, what is considered a valid copy is subjective because of different requirements and use-cases. For this library, some decisions were explicitly made for the default copiers of specific object types, and those decisions are detailed below. If your use-cases require different handling, you can always create your own custom copier with createCopier.

Error references are copied directly, instead of creating a new *Error object

While it would be relatively trivial to copy over the message and stack to a new object of the same Error subclass, it is a common practice to "override" the message or stack, and copies would not retain this mutation. As such, the original reference is copied.

The constructor of the original object is used, instead of using known globals

Starting in ES2015, native globals can be subclassed like any custom class. When copying, we explicitly reuse the constructor of the original object. However, the expectation is that these subclasses would have the same constructur signature as their native base class. This is a common community practice, but there is the possibility of inaccuracy if the contract differs.

Generator objects are copied, but still reference the original generator's state

Generator objects are specific types of iterators, but appear like standard objects that just have a few methods (next, throw, return). These methods are bound to the internal state of the generator, which cannot be copied effectively. Normally this would be treated like other "uncopiable" objects and simply pass the reference through, however the "validation" of whether it is a generator object or a standard object is not guaranteed (duck-typing) and there is a runtime cost associated with. Therefore, the simplest path of treating it like a standard object (copying methods to a new object) was taken.

Benchmarks

Simple objects

Small number of properties, all values are primitives

┌────────────────────┬────────────────┐
│ Name               │ Ops / sec      │
├────────────────────┼────────────────┤
│ fast-copy          │ 4606103.720559 │
├────────────────────┼────────────────┤
│ lodash.cloneDeep   │ 2575175.39241  │
├────────────────────┼────────────────┤
│ clone              │ 2172921.6353   │
├────────────────────┼────────────────┤
│ ramda              │ 1919715.448951 │
├────────────────────┼────────────────┤
│ fast-clone         │ 1576610.693318 │
├────────────────────┼────────────────┤
│ deepclone          │ 1173500.05884  │
├────────────────────┼────────────────┤
│ fast-copy (strict) │ 1049310.47701  │
└────────────────────┴────────────────┘
Fastest was "fast-copy".

Complex objects

Large number of properties, values are a combination of primitives and complex objects

┌────────────────────┬───────────────┐
│ Name               │ Ops / sec     │
├────────────────────┼───────────────┤
│ fast-copy          │ 235511.4532   │
├────────────────────┼───────────────┤
│ deepclone          │ 142976.849406 │
├────────────────────┼───────────────┤
│ clone              │ 125026.837887 │
├────────────────────┼───────────────┤
│ ramda              │ 114216.98158  │
├────────────────────┼───────────────┤
│ fast-clone         │ 111388.215547 │
├────────────────────┼───────────────┤
│ fast-copy (strict) │ 77683.900047  │
├────────────────────┼───────────────┤
│ lodash.cloneDeep   │ 71343.431983  │
└────────────────────┴───────────────┘
Fastest was "fast-copy".

Big data

Very large number of properties with high amount of nesting, mainly objects and arrays

Testing big data object...
┌────────────────────┬────────────┐
│ Name               │ Ops / sec  │
├────────────────────┼────────────┤
│ fast-copy          │ 325.548627 │
├────────────────────┼────────────┤
│ fast-clone         │ 257.913886 │
├────────────────────┼────────────┤
│ deepclone          │ 158.228042 │
├────────────────────┼────────────┤
│ lodash.cloneDeep   │ 153.520966 │
├────────────────────┼────────────┤
│ fast-copy (strict) │ 126.027381 │
├────────────────────┼────────────┤
│ clone              │ 123.383641 │
├────────────────────┼────────────┤
│ ramda              │ 35.507959  │
└────────────────────┴────────────┘
Fastest was "fast-copy".

Circular objects

Testing circular object...
┌────────────────────┬────────────────┐
│ Name               │ Ops / sec      │
├────────────────────┼────────────────┤
│ fast-copy          │ 1344790.296938 │
├────────────────────┼────────────────┤
│ deepclone          │ 1127781.641192 │
├────────────────────┼────────────────┤
│ lodash.cloneDeep   │ 894679.711048  │
├────────────────────┼────────────────┤
│ clone              │ 892911.50594   │
├────────────────────┼────────────────┤
│ fast-copy (strict) │ 821339.44828   │
├────────────────────┼────────────────┤
│ ramda              │ 615222.946985  │
├────────────────────┼────────────────┤
│ fast-clone         │ 0              │
└────────────────────┴────────────────┘
Fastest was "fast-copy".

Special objects

Custom constructors, React components, etc

┌────────────────────┬──────────────┐
│ Name               │ Ops / sec    │
├────────────────────┼──────────────┤
│ fast-copy          │ 86875.694416 │
├────────────────────┼──────────────┤
│ clone              │ 73525.671381 │
├────────────────────┼──────────────┤
│ lodash.cloneDeep   │ 63280.563976 │
├────────────────────┼──────────────┤
│ fast-clone         │ 52991.064016 │
├────────────────────┼──────────────┤
│ ramda              │ 31770.652317 │
├────────────────────┼──────────────┤
│ deepclone          │ 24253.795114 │
├────────────────────┼──────────────┤
│ fast-copy (strict) │ 19112.538416 │
└────────────────────┴──────────────┘
Fastest was "fast-copy".

Similar packages

Other packages similar to fast-copy

lodash.clonedeep

Lodash's clonedeep method provides deep cloning functionality. It is part of the larger Lodash library, which is a general utility library. Compared to fast-copy, lodash.clonedeep may be slower but is part of a well-established utility library with a wide range of functions.

clone

The clone package offers deep cloning of objects and arrays. It is less focused on performance compared to fast-copy and does not handle some of the more complex data types that fast-copy can.

deep-copy

Deep-copy is another package that provides deep cloning capabilities. It is similar to fast-copy in its purpose but may not have the same performance optimizations.

rfdc

The rfdc (Really Fast Deep Clone) package is a competitor to fast-copy, focusing on performance for deep cloning. It claims to be faster than other deep cloning libraries for certain use cases and is a good alternative to consider when performance is critical.