d3-collection

What is d3-collection?

The d3-collection npm package is part of the D3.js library and provides utilities for manipulating associative arrays, also known as maps or dictionaries, and sets. It is useful for organizing and managing data collections in JavaScript.

What are d3-collection's main functionalities?

Map

The Map feature allows you to create and manipulate key-value pairs. You can set, get, and remove entries in the map.

const d3 = require('d3-collection');
const map = d3.map();
map.set('key1', 'value1');
map.set('key2', 'value2');
console.log(map.get('key1')); // Output: 'value1'

Nest

The Nest feature allows you to group array elements into a nested structure based on a specified key. This is useful for organizing hierarchical data.

const d3 = require('d3-collection');
const data = [
  {category: 'A', value: 1},
  {category: 'B', value: 2},
  {category: 'A', value: 3}
];
const nestedData = d3.nest()
  .key(d => d.category)
  .entries(data);
console.log(nestedData);

Set

The Set feature allows you to create a collection of unique values. You can add, remove, and check for the existence of values in the set.

const d3 = require('d3-collection');
const set = d3.set();
set.add('value1');
set.add('value2');
console.log(set.has('value1')); // Output: true

Keys

The Keys feature allows you to extract the keys from an object as an array. This is useful for iterating over the properties of an object.

const d3 = require('d3-collection');
const obj = {a: 1, b: 2, c: 3};
const keys = d3.keys(obj);
console.log(keys); // Output: ['a', 'b', 'c']

Values

The Values feature allows you to extract the values from an object as an array. This is useful for iterating over the values of an object.

const d3 = require('d3-collection');
const obj = {a: 1, b: 2, c: 3};
const values = d3.values(obj);
console.log(values); // Output: [1, 2, 3]

Entries

The Entries feature allows you to extract the key-value pairs from an object as an array of objects with 'key' and 'value' properties. This is useful for iterating over the entries of an object.

const d3 = require('d3-collection');
const obj = {a: 1, b: 2, c: 3};
const entries = d3.entries(obj);
console.log(entries); // Output: [{key: 'a', value: 1}, {key: 'b', value: 2}, {key: 'c', value: 3}]

Other packages similar to d3-collection

lodash

Lodash is a modern JavaScript utility library delivering modularity, performance, and extras. It provides a wide range of functions for manipulating arrays, objects, and other data structures. Compared to d3-collection, Lodash offers a broader set of utilities and is more widely used in general-purpose JavaScript development.

underscore

Underscore is a JavaScript library that provides a whole mess of useful functional programming helpers without extending any built-in objects. It offers similar functionalities to d3-collection for working with arrays and objects, but it is more focused on functional programming paradigms.

immutable

Immutable.js provides immutable data structures, which can help you write more predictable and performant code. While d3-collection focuses on mutable data structures, Immutable.js ensures that data cannot be changed once created, which can be beneficial for certain applications, especially in React development.

README

d3-collection

Handy data structures for elements keyed by string.

Installing

If you use NPM, npm install d3-collection. Otherwise, download the latest release. You can also load directly from d3js.org, either as a standalone library or as part of D3 4.0. AMD, CommonJS, and vanilla environments are supported. In vanilla, a d3 global is exported:

<script src="https://d3js.org/d3-collection.v0.3.min.js"></script>
<script>

var map = d3.map()
    .set("foo", 1)
    .set("bar", 2);

</script>

Try d3-collection in your browser.

API Reference

• Objects
• Maps
• Sets
• Nests

Objects

A common data type in JavaScript is the associative array, or more simply the object, which has a set of named properties. The standard mechanism for iterating over the keys (or property names) in an associative array is the for…in loop. However, note that the iteration order is undefined. D3 provides several methods for converting associative arrays to standard arrays with numeric indexes.

A word of caution: it is tempting to use plain objects as maps, but this causes unexpected behavior when built-in property names are used as keys, such as object["__proto__"] = 42 and "hasOwnProperty" in object. If you cannot guarantee that map keys and set values will be safe, use maps and sets (or their ES6 equivalents) instead of plain objects.

# d3.keys(object)

Returns an array containing the property names of the specified object (an associative array). The order of the returned array is undefined.

# d3.values(object)

Returns an array containing the property values of the specified object (an associative array). The order of the returned array is undefined.

# d3.entries(object)

Returns an array containing the property keys and values of the specified object (an associative array). Each entry is an object with a key and value attribute, such as {key: "foo", value: 42}. The order of the returned array is undefined.

d3.entries({foo: 42, bar: true}); // [{key: "foo", value: 42}, {key: "bar", value: true}]

Maps

Like ES6 Maps, but with a few differences:

• Keys are coerced to strings.
• map.each, not map.forEach. (Also, no thisArg.)
• map.remove, not map.delete.
• map.entries returns an array of {key, value} objects, not an iterator of [key, value].
• map.size is a method, not a property; also, there’s map.empty.

# d3.map([object[, key]])

Constructs a new map. If object is specified, copies all enumerable properties from the specified object into this map. The specified object may also be an array or another map. An optional key function may be specified to compute the key for each value in the array. For example:

var map = d3.map([{name: "foo"}, {name: "bar"}], function(d) { return d.name; });
map.get("foo"); // {"name": "foo"}
map.get("bar"); // {"name": "bar"}
map.get("baz"); // undefined

See also nests.

# map.has(key)

Returns true if and only if this map has an entry for the specified key string. Note: the value may be null or undefined.

# map.get(key)

Returns the value for the specified key string. If the map does not have an entry for the specified key, returns undefined.

# map.set(key, value)

Sets the value for the specified key string. If the map previously had an entry for the same key string, the old entry is replaced with the new value. Returns the map, allowing chaining. For example:

var map = d3.map()
    .set("foo", 1)
    .set("bar", 2)
    .set("baz", 3);

map.get("foo"); // 1

# map.remove(key)

If the map has an entry for the specified key string, removes the entry and returns true. Otherwise, this method does nothing and returns false.

# map.clear()

Removes all entries from this map.

# map.keys()

Returns an array of string keys for every entry in this map. The order of the returned keys is arbitrary.

# map.values()

Returns an array of values for every entry in this map. The order of the returned values is arbitrary.

# map.entries()

Returns an array of key-value objects for each entry in this map. The order of the returned entries is arbitrary. Each entry’s key is a string, but the value has arbitrary type.

# map.each(function)

Calls the specified function for each entry in this map, passing the entry’s value and key as arguments, followed by the map itself. Returns undefined. The iteration order is arbitrary.

# map.empty()

Returns true if and only if this map has zero entries.

# map.size()

Returns the number of entries in this map.

Sets

Like ES6 Sets, but with a few differences:

• Values are coerced to strings.
• set.each, not set.forEach. (Also, no thisArg.)
• set.remove, not set.delete.
• set.size is a method, not a property; also, there’s set.empty.

# d3.set([array[, accessor]])

Constructs a new set. If array is specified, adds the given array of string values to the returned set. The specified array may also be another set. An optional accessor function may be specified, which is equivalent to calling array.map(accessor) before constructing the set.

# set.has(value)

Returns true if and only if this set has an entry for the specified value string.

# set.add(value)

Adds the specified value string to this set. Returns the set, allowing chaining. For example:

var set = d3.set()
    .add("foo")
    .add("bar")
    .add("baz");

set.has("foo"); // true

# set.remove(value)

If the set contains the specified value string, removes it and returns true. Otherwise, this method does nothing and returns false.

# set.clear()

Removes all values from this set.

# set.values()

Returns an array of the string values in this set. The order of the returned values is arbitrary. Can be used as a convenient way of computing the unique values for a set of strings. For example:

d3.set(["foo", "bar", "foo", "baz"]).values(); // "foo", "bar", "baz"

# set.each(function)

Calls the specified function for each value in this set, passing the value as the first two arguments (for symmetry with map.each), followed by the set itself. Returns undefined. The iteration order is arbitrary.

# set.empty()

Returns true if and only if this set has zero values.

# set.size()

Returns the number of values in this set.

Nests

Nesting allows elements in an array to be grouped into a hierarchical tree structure; think of it like the GROUP BY operator in SQL, except you can have multiple levels of grouping, and the resulting output is a tree rather than a flat table. The levels in the tree are specified by key functions. The leaf nodes of the tree can be sorted by value, while the internal nodes can be sorted by key. An optional rollup function will collapse the elements in each leaf node using a summary function. The nest operator (the object returned by nest) is reusable, and does not retain any references to the data that is nested.

For example, consider the following tabular data structure of Barley yields, from various sites in Minnesota during 1931-2:

var yields = [
  {yield: 27.00, variety: "Manchuria", year: 1931, site: "University Farm"},
  {yield: 48.87, variety: "Manchuria", year: 1931, site: "Waseca"},
  {yield: 27.43, variety: "Manchuria", year: 1931, site: "Morris"},
  ...
];

To facilitate visualization, it may be useful to nest the elements first by year, and then by variety, as follows:

var entries = d3.nest()
    .key(function(d) { return d.year; })
    .key(function(d) { return d.variety; })
    .entries(yields);

This returns a nested array. Each element of the outer array is a key-values pair, listing the values for each distinct key:

[{key: "1931", values: [
   {key: "Manchuria", values: [
     {yield: 27.00, variety: "Manchuria", year: 1931, site: "University Farm"},
     {yield: 48.87, variety: "Manchuria", year: 1931, site: "Waseca"},
     {yield: 27.43, variety: "Manchuria", year: 1931, site: "Morris"}, ...]},
   {key: "Glabron", values: [
     {yield: 43.07, variety: "Glabron", year: 1931, site: "University Farm"},
     {yield: 55.20, variety: "Glabron", year: 1931, site: "Waseca"}, ...]}, ...]},
 {key: "1932", values: ...}]

The nested form allows easy iteration and generation of hierarchical structures in SVG or HTML.

For a longer introduction to nesting, see:

• Phoebe Bright’s D3 Nest Tutorial and examples
• Shan Carter’s Mister Nester

# d3.nest()

Creates a new nest operator. The set of keys is initially empty.

# nest.key(key)

Registers a new key function. The key function will be invoked for each element in the input array and must return a string identifier to assign the element to its group. Most often, the function is a simple accessor, such as the year and variety accessors above. (Keys functions are not passed the input array index.) Each time a key is registered, it is pushed onto the end of the internal array of keys, and the nest operator applies an additional level of nesting.

# nest.sortKeys(comparator)

Sorts key values for the current key using the specified comparator function, such as d3.ascending or d3.descending. If no comparator is specified for the current key, the order in which keys will be returned is undefined. For example, to sort years in ascending order and varieties in descending order:

var entries = d3.nest()
    .key(function(d) { return d.year; }).sortKeys(d3.ascending)
    .key(function(d) { return d.variety; }).sortKeys(d3.descending)
    .entries(yields);

Note that this only affects the result of nest.entries; the order of keys returned by nest.map and nest.object is always undefined, regardless of comparator.

# nest.sortValues(comparator)

Sorts leaf elements using the specified comparator function, such as d3.ascending or d3.descending. This is roughly equivalent to sorting the input array before applying the nest operator; however it is typically more efficient as the size of each group is smaller. If no value comparator is specified, elements will be returned in the order they appeared in the input array. This applies to nest.map, nest.entries and nest.object.

# nest.rollup(function)

Specifies a rollup function to be applied on each group of leaf elements. The return value of the rollup function will replace the array of leaf values in either the associative array returned by nest.map or nest.object; for nest.entries, it replaces the leaf entry.values with entry.value.

# nest.map(array)

Applies the nest operator to the specified array, returning a nested map. Each entry in the returned map corresponds to a distinct key value returned by the first key function. The entry value depends on the number of registered key functions: if there is an additional key, the value is another map; otherwise, the value is the array of elements filtered from the input array that have the given key value. If no keys are defined, returns the input array.

# nest.object(array)

Applies the nest operator to the specified array, returning a nested object. Each entry in the returned associative array corresponds to a distinct key value returned by the first key function. The entry value depends on the number of registered key functions: if there is an additional key, the value is another associative array; otherwise, the value is the array of elements filtered from the input array that have the given key value.

Note: this method is unsafe if any of the keys conflict with built-in JavaScript properties, such as __proto__. If you cannot guarantee that the keys will be safe, you should use nest.map instead.

# nest.entries(array)

Applies the nest operator to the specified array, returning an array of key-values entries. Conceptually, this is similar to applying map.entries to the associative array returned by nest.map, but it applies to every level of the hierarchy rather than just the first (outermost) level. Each entry in the returned array corresponds to a distinct key value returned by the first key function. The entry value depends on the number of registered key functions: if there is an additional key, the value is another nested array of entries; otherwise, the value is the array of elements filtered from the input array that have the given key value.