Instance Methods
map
It's map
, the most important method in programming! Exactly the same as ES6 map
, but lazy.
const sequence: Seq<string> = Seq.infinite().map(num => num.toString())
window
window
takes a sequence and groups it into "windows" of a certain length. This works well with infinite sequences where you want to process some number of values at a time.
// Grab numbers in groups of 10.
const sequence: Seq<number[]> = Seq.infinite().window(10)
By default, only triggers chained responses when the window fills, guaranteeing the window is the exact size expect. Set allowPartialWindow
to false
to allow the trailing edge of a sequence to not be divisible by the window size.
// Gives: [0, 1, 2] -> [3, 4, 5] -> [6, 7, 8] -> [9, 10]
const sequence: Seq<number> = Seq.range(0, 10).window(3)
pairwise
Works like window
, makes the window size 2. Groups a sequence as alternating pairs. Useful for processing data which alternates Map keys and values.
const sequence: Seq<[string, number]> = Seq.fromArray(["a", 1, "b", 2])
isEmpty
Ask whether a sequence is empty.
const anythingInThere: boolean = Seq.empty().isEmpty()
tap
tap
lets you run side-effect generating functions on a sequence. Allows you to "tap in to" a data flow. Very useful for logging and debugging what values are flowing through the chain at a given location.
const sequence: Seq<number> = Seq.infinite().tap(num => console.log(num))
log
log
provides the most common use-case for `tap. Add this to a sequence chain to log each value that passes through it.
const sequence: Seq<number> = Seq.infinite().log()
flat
Given a sequence where each item in an array of items, flatten all those arrays into a single flat sequence of values.
Works just like Array.prototype.flat
. See more here.
type Person = { name: string; friends: Person[] }
const sequence: Seq<Friend> = Seq.fromArray([person1, person2])
.map(person => person.friends)
.flat()
flatMap
flatMap
is used when mapping a list to each items related items. For example, if you wanted to map from a list of people to each persons list of friends. Despite each mapping function returning an array, the final output is a flatten array of all the results concattenated.
Works just like Array.prototype.flatMap
. See more here.
Similar to [].map().flat()
, but in leisure
the item mappings won't execute until enough of the resulting values have been realized to trigger each map.
type Person = { name: string; friends: Person[] }
const sequence: Seq<Friend> = Seq.fromArray([person1, person2]).flatMap(
person => person.friends,
)
filter
Runs a predicate function on each item in a sequence to produce a new sequence where only the values which responded with true
remain.
Exactly the same as Array.prototype.filter
, but lazy. See more here.
// Create a sequence of only even numbers.
const sequence: Seq<number> = Seq.infinite().filter(num => num % 2 === 0)
concat
Combines the current sequence with 1 or more additional sequences.
Exactly the same as Array.prototype.concat
, but lazy. See more here.
const sequence: Seq<number> = Seq.fromArray([0, 1]).concat(
Seq.fromArray([2, 3]),
Seq.fromArray([4, 5]),
)
interleave
Takes 1 or more sequences and creates a new sequence built by pulling the next value from each of the sequences in order.
// Builds: a -> 1 -> b -> 2 -> c -> 3
const sequence: Seq<string | number> = Seq.fromArray([
"a",
"b",
"c",
]).interleave(Seq.range(1, 3))
interpose
Given a sequence, place a value between each value of the original sequence. Useful for adding punctuation between strings.
// Builds: Apples -> , -> Oranges -> , -> Bananas
const sequence: Seq<string> = Seq.fromArray([
"Apples",
"Oranges",
"Bananas",
]).interpose(", ")
console.log(sequence.toArray().join(""))
distinct
Given a sequence, only forwards the values which have no already been seen. Very similar to lodash's uniq
method.
// Builds: 1 -> 2 -> 3 -> 4
const sequence: Seq<number> = Seq.fromArray([1, 2, 3, 2, 1, 4]).distinct()
distinctBy
Same as distinct
, but allows a function to describe on what value the sequence should be unique.
// Builds: { firstName: "A", lastName: "Z" } ->
// { firstName: "B", lastName: "Y" } ->
// { firstName: "C", lastName: "W" }
type Person = { firstName: string; lastName: string }
const sequence: Seq<Person> = Seq.fromArray([
{ firstName: "A", lastName: "Z" },
{ firstName: "B", lastName: "Y" },
{ firstName: "A", lastName: "X" },
{ firstName: "C", lastName: "W" },
]).distinctBy(person => person.firstName)
partitionBy
Given a sequence, splits the values into two separate sequences. One represents the values where the partition function is true
and the other for false
.
const [isEven, isOdd] = Seq.infinite().partitionBy(num => num % 2 === 0)
includes
Lazily checks if the sequence includes a value.
Exactly the same as Array.prototype.includes
, but lazy. See more here.
const doesItInclude = Seq.infinite().includes(10)
find
Lazily searches for a value that matches the predicate.
Exactly the same as Array.prototype.find
, but lazy. See more here.
// Returns 11
const gtTen = Seq.infinite().find(num => num > 10)
reduce
Exactly the same as Array.prototype.reduce
. See more here. This causes a full realization of the data. Not lazy.
// Returns 0 + 1 + 2 + 3 + 4 = 10
const sum = Seq.infinite()
.take(5)
.reduce((sum, num) => sum + num)
chain
This method is helpful for chaining. Shocking, I know. Let's you "map" the entire sequence in a chain, rather than per-each-item. Allows adding arbitrary sequence helpers and methods to chain, even if they are written in user-land and not on the Seq
prototype.
// Same as `Seq.interpose(Seq.infinite(), Seq.infinite())`
const sequence = Seq.infinite().chain(seq => seq.interpose(Seq.infinite()))
some
Exactly the same as Array.prototype.some
, but lazy. See more here.
// Find the first even random number.
const areAnyEven = Seq.random()
.map(num => Math.round(num * 1000))
.some(num => num % 2 === 0)
every
Exactly the same as Array.prototype.every
, but lazy. See more here.
// Fails fast if there are negative numbers
const areAllPositive = Seq.random()
.map(num => Math.round(num * 1000) - 500)
.every(num => num > 0)
take
Given a sequence of unknown length, create a sub sequence of just the first X number of items.
// Grabs 0 -> 1 -> 2 -> 3 -> 4
const firstFive = Seq.infinite().take(5)
takeWhile
Given a sequence of unknown length, create a sub sequence of as many items in a row that satisfy the predicate.
// Gives 0 -> 1 -> 2 -> 3 -> 4
const lessThanFive = Seq.infinite().takeWhile(num => num < 5)
skip
Given a sequence of unknown length, skips the first X number of items.
// Gives 5 -> 6 -> 7 -> 8 -> 9
const secondFive = Seq.infinite().skip(5).take(5)
skipWhile
Given a sequence of unknown length, skip as many items in a row that satisfy the predicate.
// Gives 5 -> 6 -> 7 -> 8 -> 9
const greaterThanFive = Seq.infinite()
.skipWhile(num => num < 5)
.take(5)
nth
Returns the nth
item. Items are 1-indexed.
const thirdItem = Seq.infinite().nth(3)
index
Returns the index
item. Items are 0-indexed.
const fourthItem = Seq.infinite().index(3)
first
Gets the first value in the sequence.
const fifth = Seq.infinite().skip(4).first()
zip
Lazily combines a second sequence with this current one to produce a tuple with the current step in each of the two positions. Useful for zipping a sequence of keys with a sequence of values, before converting to a Map of key to value.
const seq2 = Seq.range(0, 3)
// Gives: ["zero", 0] -> ["one", 1] -> ["two", 2] -> ["three", 3]
const sequence: Seq<[string, number]> = Seq.fromArray([
"zero",
"one",
"two",
"three",
]).zip(seq2)
zipWith
Takes a second sequence and lazily combines it to produce an arbitrary value by mapping the current value of the two positions through a user-supplied function. Useful for table (row/col) math.
const seq2 = Seq.repeat(2)
// Gives: 0 -> 2 -> 4 -> 6
const sequence: Seq<number> = Seq.range(0, 3).zipWith(
([num, multiplier]) => num * multiplier,
seq2,
)
zip2
Takes two sequences and lazily combines them with this one to produce a 3-tuple with the current step in each of the three positions.
const seq2 = Seq.range(0, 3)
const seq3 = Seq.range(3, 0)
// Gives: ["zero", 0, 3] -> ["one", 1, 2] -> ["two", 2, 1] -> ["three", 3, 0]
const sequence: Seq<[string, number]> = Seq.fromArray([
"zero",
"one",
"two",
"three",
]).zip2(seq2, seq3)
zip2With
Takes two sequences and lazily combine them with this sequence to produce an arbitrary value by mapping the current value of the three positions through a user-supplied function.
const seq2 = Seq.repeat(2)
const seq3 = Seq.repeat(1)
// Gives: 0 -> 2 -> 4 -> 6
const sequence: Seq<number> = Seq.range(0, 3).zip2With(
([num, multiplier, divisor]) => (num * multiplier) / divisor,
seq2,
seq3,
)
toArray
Converts the sequence to a real JavaScript array. Realizes the entire sequence.
const lessThanTen = Seq.infinite().take(10).toArray()
forEach
Works just like Array.prototype.forEach
. See more here. Realizes the full sequence.
sum
Given a sequence of numbers, adds them all together. This realizes the entire sequence.
// Returns 0 + 1 + 2 + 3 + 4 = 10
const sum = Seq.infinite().take(5).sum()
sumBy
Given a sequence of arbitrary data, adds together the result of the mapping function. This realizes the entire sequence.
// Returns 0 + 1 + 2 + 3 + 4 = 10
const sum = Seq.fromArray([
{ balance: 0 },
{ balance: 1 },
{ balance: 2 },
{ balance: 3 },
{ balance: 4 },
]).sumBy(user => user.balance)
</div>
<div data-gb-custom-block data-tag="tab" data-title='Type Definition'>
```typescript
type sumBy = (fn: (value: T) => number) => number;
average
Given a sequence of numbers, averages them all together. Tise realizes the entire sequence.
// Returns (0 + 1 + 2 + 3 + 4) / 5 = 2
const sum = Seq.infinite().take(5).average()
averageBy
Given a sequence of arbitrary data, averages together the result of the mapping function. This realizes the entire sequence.
// Returns (0 + 1 + 2 + 3 + 4) / 5 = 2
const sum = Seq.fromArray([
{ balance: 0 },
{ balance: 1 },
{ balance: 2 },
{ balance: 3 },
{ balance: 4 },
]).averageBy(user => user.balance)
frequencies
Given a non-infinite sequence, return a Map
which counts the occurances of each unique value. This realizes the entire sequence.
// Returns a Map of numbers from 0->100 and how many times they randomly occured in this set of 500.
const freq = Seq.random()
.map(num => Math.round(num * 100))
.take(500)
.frequencies()
groupBy
Group a sequence by the return of a mapping function. This realizes the entire sequence.
// Random generates 1000 years between 0-2000 and
// groups them by decade.
const groupedByDecade = Seq.random()
.map(num => Math.round(num * 2000))
.take(100)
.groupBy(year => Math.round(year / 10))
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