189 lines
6.9 KiB
Markdown
189 lines
6.9 KiB
Markdown
# Deep Equality Javascript Data Structures
|
|
|
|
[](https://badge.fury.io/js/deep-equality-data-structures)
|
|
[](https://github.com/adamhamlin/deep-equality-data-structures/actions/workflows/ci.yaml)
|
|
|
|
A drop-in replacement for ES native `Map` and `Set` with deep equality support for objects.
|
|
|
|
## Install
|
|
|
|
```bash
|
|
npm install deep-equality-data-structures
|
|
```
|
|
|
|
## Why?
|
|
|
|
ES `Map` and `Set` only support referential equality:
|
|
|
|
```typescript
|
|
interface MyType {
|
|
a: number;
|
|
}
|
|
const set = new Set<MyType>();
|
|
set.add({ a: 1 });
|
|
set.add({ a: 1 });
|
|
set.size; // 2
|
|
```
|
|
|
|
Now, using deep equality:
|
|
|
|
```typescript
|
|
import { DeepSet } from 'deep-equality-data-structures';
|
|
|
|
interface MyType {
|
|
a: number;
|
|
}
|
|
const set = new DeepSet<MyType>();
|
|
set.add({ a: 1 });
|
|
set.add({ a: 1 });
|
|
set.size; // 1
|
|
```
|
|
|
|
## How?
|
|
|
|
This project relies on the [object-hash](https://github.com/puleos/object-hash) library to normalize object types to unique strings.
|
|
|
|
## Comparable Interface
|
|
|
|
The following supplemental comparisons/methods are included:
|
|
|
|
- `equals`
|
|
- `contains`
|
|
- `union`
|
|
- `intersection`
|
|
- `difference`
|
|
|
|
```typescript
|
|
// COMPARISONS
|
|
const set1 = new DeepSet([{ a: 1 }, { b: 2 }]);
|
|
const set2 = new DeepSet([{ b: 2 }, { a: 1 }]);
|
|
set1.equals(set2); // true
|
|
|
|
const set3 = new DeepSet([{ a: 1 }]);
|
|
set1.equals(set3); // false
|
|
set1.contains(set3); // true
|
|
|
|
// SET OPERATIONS (available for maps, too)
|
|
const set3 = new DeepSet([{ a: 1 }, { b: 2 }]);
|
|
const set4 = new DeepSet([{ b: 2 }, { c: 3 }]);
|
|
set3.union(set4); // DeepSet([{ a: 1 }, { b: 2 }, { c: 3 }])
|
|
set3.intersection(set4); // DeepSet([{ b: 2 }])
|
|
set3.difference(set4); // DeepSet([{ a: 1 }])
|
|
```
|
|
|
|
## Configuration Options
|
|
|
|
The default settings should be suitable for most use cases, but behavior can be configured.
|
|
|
|
```typescript
|
|
new DeepSet<V>(values?, options?)
|
|
new DeepMap<K,V>(entries?, options?)
|
|
```
|
|
|
|
The `options` argument is a superset of the options defined for [object-hash](https://github.com/puleos/object-hash#hashvalue-options), with the same defaults (exception: the default algoritm is `md5`). There are also library-specific options.
|
|
|
|
### Library-specific options:
|
|
|
|
- `transformer` - a custom function that transforms Map keys/Set values prior to hashing. It does not affect the values that are stored.
|
|
|
|
```typescript
|
|
type MyType = { val: number; other: number };
|
|
const a: MyType = { val: 1, other: 1 };
|
|
const b: MyType = { val: 1, other: 2 };
|
|
const transformer = (obj: MyType) => ({ val: obj.val });
|
|
|
|
const set = new DeepSet([a, b]);
|
|
set.size; // 2
|
|
const set = new DeepSet([a, b], { transformer });
|
|
set.size; // 1
|
|
|
|
[...set.values()]; // [{ val: 1, other: 2 }]
|
|
```
|
|
|
|
- `mapValueTransformer` - a custom function that transforms Map values prior to hashing. This is only relevant to the `.equals`/`.contains` operations from the [Comparable interface](#comparable-interface), as well as the [Bi-Directional DeepMap](#bi-directional-deepmap). It does not affect the values that are stored.
|
|
|
|
```typescript
|
|
type MyType = { val: number; other: number };
|
|
const a: MyType = { val: 1, other: 1 };
|
|
const b: MyType = { val: 1, other: 2 };
|
|
const mapValueTransformer = (obj: MyType) => ({ val: obj.val });
|
|
|
|
const map1 = new DeepMap([[1, a]]);
|
|
const map2 = new DeepMap([[1, b]]);
|
|
map1.equals(map2); // false
|
|
|
|
const map1 = new DeepMap([[1, a]], { mapValueTransformer });
|
|
const map2 = new DeepMap([[1, b]], { mapValueTransformer });
|
|
map1.equals(map2); // true
|
|
|
|
[...map1.entries()]; // [[1, { val: 1, other: 1 }]]
|
|
[...map2.entries()]; // [[1, { val: 1, other: 2 }]]
|
|
```
|
|
|
|
- `useToJsonTransform` - if true, only use JSON-serializable properties when computing hashes, equality, etc. (default: false)
|
|
|
|
> _NOTE: This transform will always be applied BEFORE `transformer` and `mapValueTransformer`, if applicable._
|
|
|
|
```typescript
|
|
class A {
|
|
constructor(public x: number) {}
|
|
}
|
|
class B {
|
|
constructor(public x: number) {}
|
|
}
|
|
const a = new A(45);
|
|
const b = new B(45);
|
|
|
|
const set = new DeepSet([a, b]);
|
|
set.size; // 2
|
|
const set = new DeepSet([a, b], { useToJsonTransform: true });
|
|
set.size; // 1
|
|
```
|
|
|
|
- `caseInsensitive` - If true, all string values--including keys/values within objects and arrays--will be evaluated as case-insensitive. (default: false)
|
|
|
|
> _NOTE: This transform will always be applied AFTER `transformer` and `mapValueTransformer`, if applicable. For objects, it will be applied before `replacer` (from object-hash options)._
|
|
|
|
```typescript
|
|
const a = { key: 'value' };
|
|
const b = { key: 'VALUE' };
|
|
|
|
const set = new DeepSet([a, b]);
|
|
set.size; // 2
|
|
const set = new DeepSet([a, b], { caseInsensitive: true });
|
|
set.size; // 1
|
|
```
|
|
|
|
## Bi-Directional DeepMap
|
|
|
|
This library also exposes a `BiDirectionalDeepMap` class, which supports O(1) lookups by both keys and values. It provides the following extended API:
|
|
|
|
- _`hasValue(val: V): boolean`_: Returns true if `val` exists as a value in the map
|
|
- _`getKeyByValue(val: V): K | undefined`_: Returns the key associated with `val` if it exists
|
|
- _`deleteByValue(val: V): boolean`_: Removes the key-value pair whose value is `val` and returns true if found
|
|
|
|
### Caveats
|
|
|
|
Note that this "two-way" map has the traditional caveats:
|
|
|
|
- There is a ~2x memory footprint
|
|
- Keys and values must be 1-to-1, meaning each key must have a distinct value and vice versa. This implementation will error if attempting to set a key-value pair whose _value_ is already present in the map with a different _key_.
|
|
|
|
## Static Utility Methods
|
|
|
|
- _`areEqual(values, options?)`_: Returns true if all elements in `values` are equal. This can be useful when you need to quickly
|
|
test equality of more than 2 values, or when you want to specify an equality transform (via `options.transformer`).
|
|
|
|
## Notes/Caveats
|
|
|
|
- This still supports primitive keys/values like traditional `Map`/`Set`.
|
|
- Don't mutate objects stored in the data structure. The internal representation is not affected by this mutation, so behavior may be unexpected.
|
|
- Don't mutate objects in the user-supplied `transformer` or `mapValueTransformer` functions. It will affect the stored version.
|
|
- This implementation does not explicitly "handle" key collisions. However, with the default algorithm (MD5), even if a map contained one TRILLION entries, the probability of a collision on the next insert is only 0.000000000000001. If you need better odds, use SHA1, SHA256, etc.
|
|
|
|
## CI/CD
|
|
|
|
Using Github Actions, the CI build will run on all pull requests and pushes/merges to main.
|
|
|
|
This project uses [Conventional Commits](https://www.conventionalcommits.org/) and [standard-version](https://github.com/conventional-changelog/standard-version) to facilitate versioning and changelogs.
|