nodekell

v2.11.4

Published

3 years ago

async functional library

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rudtyz

haskell prelude async function functional stream iterator functor curry map filter range reduce list fold collect linq generator lazy pmap parallel pfilter lisp parallel

nodekell

Functional library for nodejs

currying
parallel functions
lazy evaluation
typescript (ver 3.4 or higher)
nodejs, web browser(index.js, nodekell.min.js)

Import Module

// const F = require("nodekell");
import * as F from "nodekell"

Quick Example

const v = await F.run(
    F.range(Infinity),//[0,1,2...]
    F.filter(e => e % 2 == 0), //[0,2,4...] 
    F.map(e => e + 1), //[1,3,5...]
    F.take(5), // [1,3,5,7,9]
    F.reduce((acc, e) => acc + e)); // 1+3+5+7+9
console.log(v);//25

const v = await F.run(
    F.repeat(2), //[2,2,2,..]
    F.map(e => e + 1), //[3,3,3...]
    F.take(5), // [3,3,3,3,3]
    F.distinct, // [3]
    F.collect); // generator to array
console.log(v);//[3]

Functions / Examples

currying

functional

functional / parallel

functional / string

generator

aggregate

util / else

run

combination left to right functions

first arguments received second functions argument

from second received combine functions

returns promise

const v = await F.run(
            F.range(10),//[0~9]
            F.filter(e => e % 2 == 0), //[0,2,4,6,8] 
            F.map(e => e + 1), //[1,3,5,7,9]
            F.reduce((acc, e) => acc + e)) // 1+3+5+7+9
console.log(v + 1); // 25 + 1

this expands to

const v = await F.reduce((acc, e) => acc + e, // 1+3+5+7+9
                    F.map(e => e + 1, //[1,3,5,7,9]
                        F.filter(e => e % 2 == 0, //[0,2,4,6,8]
                            F.range(10)))); //[0~9]

pipe

combination left to right functions

only first function can use multiple arguments.

return value is promise.

compose

combination right to left functions

only last function can use multiple arguments.

return value is promise.

curry

if all arguments are not given for the function, it returns the function that stored the argument

const myAdd = F.curry((a,b,c) => a + b + c);
const myAdd1 = myAdd(1);
const myAdd2 = myAdd1(2);
const myAdd3 = myAdd2(3);//<- real call
console.log(myAdd3); // print 6

const myAdd = F.curry((a,b,c) => a + b + c);
const r = myAdd(1,2,3); // <- real call
console.log(r); // print 6

filter

const a = [1,2,3,4,5];
const filtered = F.filter(e=> e % 2 == 0, a)
for await (const e of filtered) {
    console.log(e);
}
//print
//2
//4

const r = await F.run(
       [1,2,3,4,5], 
       F.filter(e => e % 2 == 0));

for await (const e of r) {
    console.log(e);
}
//print 
//2
//4

filterIndexed

filter with loop counter

const a = ["Apple", "Banana", "Orange", "Strawberry"];
const filtered = F.filterIndexed((i, e) => {
    return e[i] === "a";
}, a);
//i => 0,1,2,3 
//b[a]nana
//or[a]nge
//str[a]wberry

for await (const e of filtered) {
    console.log(e);
}
//print
//"Banana"
//"Orange"
//"Strawberry"

filterNot

filter return false

const a = [1,2,3,4,5];
const filtered = F.filterNot(e=> e % 2 == 0, a)
for await (const e of filtered) {
    console.log(e);
}
//print
//1
//3
//5

const r = await F.run(
       [1,2,3,4,5], 
       F.filterNot(e => e % 2 == 0));

for await (const e of r) {
    console.log(e);
}
//print 
//1
//3
//5

map

const a = [1,2,3,4,5];
for await (const e of F.map(e=> e * 2, a)) {
    console.log(e);
}
//print 2 4 6 8 10

const v = await F.run([1,2,3,4,5],
            F.map(e => e + 1),
            F.collect);
console.log(v);
//print 2 3 4 5 6

mapIndexed

map with loop counter

const a = ['a','b','c','d','e'];
const mapped = F.mapIndexed((i, e) => {
    return e + i;
}, a);

for await (const e of mapped) {
    console.log(e);
}
//print 
//a0
//b1
//c2
//d3
//34

take

const a = [1,2,3,4,5];
const t = F.take(3, a);
console.log(await F.collect(t)); // print 1 2 3

const v = await F.run(
    F.range(Infinity),
    F.take(2),
    F.collect
);
console.log(v); // print 0 1

takeWhile

const a = [1,2,3,1,2,3];
const t = F.takeWhile(e => e < 3, a);
console.log(await F.collect(t)); // print 1, 2

fmap

const a = [[1],[2],[3],[4],[5]];
const f = F.fmap(e => e, a);
console.log(await F.collect(f)); // print [1,2,3,4,5]

const a = [ 
        [Promise.resolve(1)],
        Promise.resolve([2]),
        [3],
        [4],
        [5]];
const f = F.fmap(e => e, a);
console.log(await F.collect(f)); // print [1,2,3,4,5]

flatMap

same as fmap

flat

const a = [ 
        [Promise.resolve(1)],
        Promise.resolve([2]),
        [3],
        [4],
        5];
const f = F.flat(a);
console.log(await F.collect(f)); // print [1,2,3,4,5]

dflat

Similar to flat, but works recursively

const r = F.dflat([[[1],[2]]],[[3]],[4]);
const c = await F.collect(r);
console.log(c);//print [1,2,3,4]

const r = F.dflat("HELLO");
const c = await F.collect(r);
console.log(c);//print ["H","E","L","L","O"]

reverse

const a = [1,2,3,4,5];
const t = F.reverse(a);
console.log(await F.collect(t)); // print 5,4,3,2,1

forEach

works concurrency

const beginTime = Date.now();
await F.run(
    F.range(100), 
    F.forEach(async e => {
        await F.sleep(100)
    }));
const endTime = Date.now();
console.log(endTime - beginTime); 
// print 121

forEachIndexed

forEach with loop counter

works concurrency

const beginTime = Date.now();
const arr = ['a','b','c','d','e'];
await F.forEachIndexed(async (i, e) => {
    await F.sleep(100);
    console.log(i, e);
}, arr);
const endTime = Date.now();
console.log(endTime - beginTime); 
// print 
// 0 'a'
// 1 'b'
// 2 'c'
// 3 'd'
// 4 'e'

zip

const a = [1,2,3,4,5];
const b = [6,7,8,9,10];
const z = F.zip(a, b);
const arr = await F.collect(z);
for (const e of arr) {
    console.log(e);
}
//print
//[1,6]
//[2,7]
//[4,9]
//[5,0]

zip3

const a = [1,2,3];
const b = [4,5,6];
const c = [7,8,9];
const z = F.zip3(a,b,c);
const arr = await F.collect(z);
for (const e of arr) {
    console.log(e);
}
//print
//[1,4,7]
//[2,5,8]
//[3,6,9]

const a = [1,2];
const b = [4,5,6];
const c = [7,8,9];
const z = F.zip3(a,b,c);
const arr = await F.collect(z);
for (const e of arr) {
    console.log(e);
}
//print
//[1,4,7]
//[2,5,8]

zipWith

const a = [{id:1}, {id:2}];
const b = [{name:"a"}, {name:"b"}];

const myZip = (f, s) => {
    return [f.id, s.name];
};

const z = F.zipWith(myZip,a, b);
const arr = await F.collect(z);
for (const e of arr) {
    console.log(e);
}
//print
//[1,"a"]
//[2,"b"]

zipWith3

const a = [1,2,3];
const b = [4,5,6];
const c = [7,8,9];
const z = F.zipWith3((f,s,t)=>f+s+t, a, b,c);
const arr = await F.collect(z);
console.log(arr);
//print [12,15,18]

drop

drop first element

const a = [1,2,3,4,5];
const r = F.drop(3, a)
const result = await F.collect(r);
console.log(result); // print [4, 5]

const a = [1,2,3,4,5];
const r = F.drop(Infinity, a)
const result = await F.collect(r);
console.log(result); // print []

dropLast

drop last element

const a = [1,2,3,4,5];
const r = F.dropLast(3, a)
const result = await F.collect(r);
console.log(result); // print [1, 2]

const a = [1,2,3,4,5];
const r = F.dropLast(Infinity, a)
const result = await F.collect(r);
console.log(result); // print []

dropWhile

const a = [1,2,3,4,1];
const r = F.dropWhile(e=> e < 3, a)
const result = await F.collect(r);
console.log(result); // print [3,4,1]

const a = [Promise.resolve(1),2,3,4,1];
const r = F.dropWhile(e=> e < 3, a)
const result = await F.collect(r);
console.log(result); // print [3,4,1]

emptyThen

const v = await F.run(F.range(Infinity),
            F.take(0), // take 0 
            F.emptyThen([1,2,3,4,5]), // new array
            F.map(e => e + 1), // 2,3,4,5,6
            F.collect);
console.log(v); // 2,3,4,5,6

const v = await F.run(F.range(Infinity),
    F.take(0),// take 0
    F.emptyThen(()=> { return [1,2,3] }), // new array from function
    F.map(e => e + 1), // 2,3,4
    F.collect) 
console.log(v);// 2,3,4

const v = await F.run(F.range(Infinity),
    F.take(3), // [0,1,2]
    F.emptyThen(([9,9,9]),//not work
    F.map(e => e + 1), //[1,2,3]
    F.collect);
console.log(v); //2,3,4

distinct

const a = [1,2,1,2,2,3];
const r = F.distinct(a);
const result = await F.collect(r);
console.log(result); // print 1,2,3

distinctBy

const a = [{num:1}, {num:1}, {num:2}];
const r = F.distinctBy(e=>e.num, a);
const result = await F.collect(r);
for (const m of result) {
    console.log(m);
}
//print
//{num:1}
//{num:2}

distinctUntilChanged

const a = [{num:1}, {num:1}, {num:2}];
const r = F.distinctUntilChanged(a);
for await (const e of r) {
    console.log(e);
}
//print
//{ num: 1 }
//{ num: 2 }

const a = [1,2,2,3,3,3,4,4,5,5,5,5];
const r = F.distinctUntilChanged(a);
for await (const e of r) {
    console.log(e);
}
//print
//1
//2
//3
//4
//5

distinctUntilChangedBy

const a = [{num:1}, {num:1}, {num:2}];
const r = F.distinctUntilChangedBy(e => e.num, a);
for await (const e of r) {
    console.log(e);
}
//print
//{ num: 1 }
//{ num: 2 }

const a = [1,2,2,3,3,3,4,4,5,5,5,5];
const r = F.distinctUntilChangedBy(F.identity, a);
for await (const e of r) {
    console.log(e);
}
//print
//1
//2
//3
//4
//5

splitBy

to iterable from any

const helloWorld = "hello world";
const r = await F.splitBy(e=>e.split(" "), helloWorld);
for await(const e of r) {
    console.log(e);
}
//print 
//hello
//world

innerJoin

deprecated

This function will be replaced by another feature

same as leftInnerJoin

leftInnerJoin

deprecated

support Map, Object({})

const a = [{id:1, name:"foo"}, {id: 2, name:"bar"}, {id: 3, name:"hoo"}];
const b = [{id:1, value:3}, {id: 2, value: 4}];
const j = await F.innerJoin((v1,v2) => v1.id === v2.id , a, b);
const r = await F.collect(j);
console.log(r);
// print
// [{id:1, name:"foo", value:3},
// {id:2, name:"bar", value:4}]

rightInnerJoin

deprecated

support Map, object({})

the result is the same as innerJoin, but the output order is right iterator

const a = [{id:1, value:3}]; 
const b = [{id:1, name:"foo"}, {id: 2, name:"bar"}, {id: 3, name:"hoo"}];
const j = await F.rightInnerJoin((v1,v2) => v1.id === v2.id , a, b);
const r = await F.collect(j);
console.log(r);
//  print
// [{id:1, name:"foo", value:3}]

outerJoin

deprecated

same as leftOuterJoin

leftOuterJoin

deprecated

support Map, object({})

const a = [{id:1, name:"foo"}, {id: 2, name:"bar"}, {id: 3, name:"hoo"}];
const b = [{id:1, value:3}, {id: 2, value: 4}];
const j = await F.outerJoin((v1,v2) => v1.id === v2.id, a, b);
const r = await F.collect(j)
console.log(r);
// print
// [{id:1, name:"foo", value:3},
// {id:2, name:"bar", value:4},
// {id:3, name:"hoo"}]

rightOuterJoin

deprecated

support Map, object({})

const a = [{id:1, value:3}]; 
const b = [{id:1, name:"foo"}, {id: 1, name:"bar"}, {id: 1, name:"hoo"}];
const j = await F.rightOuterJoin((v1,v2) => v1.id === v2.id , a, b);
const r = await F.collect(j);
console.log(r);
// print
// [{id:1, name:"foo", value:3},
// {id:1, name:"bar", value:3},
// {id:1, name:"hoo", value:3}]

then

like promise then

tap

call first argument with second argument

then returns the second argument

return promise wrap

concat

combines two iterables

const c = F.concat([1,2,3],[4,5,6]);
for await(const e of c) {
    console.log(e);
}
//print [1,2,3,4,5,6]

const v = await F.run(
    F.concat([1,2,3],[4,5,6]),
    F.collect);
console.log(v);
//print [1,2,3,4,5,6]

union

same as concat

scanl

const s = F.scanl((a,b) => a + b, 0, [1,2,3]);
const r = await F.collect(s);
console.log(r);
//print [0,1,3,6]

const r = F.scanl((a, b) => a/b, 64, [4,2,1]);
const r = await F.collect(s);
console.log(r);
//print [64,16,8,8]

scanl1

const s = F.scanl((a,b) => a + b, [1,2,3]);
const r = await F.collect(s);
console.log(r);
//print [1,3,6]

const r = F.scanl1((a, b) => a/b, [64,4,2,1]);
const r = await F.collect(s);
console.log(r);
//print [64,16,8,8]

buffer

creates a list by dividing the iterator at specified interval

const b = F.buffer(1, [1,2,3,4,5]);
const c = await F.collect(b);
console.log(c); //print [[1],[2],[3],[4],[5]]

const b = F.buffer(2, [1,2,3,4,5]);
const c = await F.collect(b);
console.log(c); //print [[1,2],[3,4],[5]]

peek

function that perform a function on each element like a map but returns the original instead of the result

this function is useful for debugging.

keys

Gets only the Key value from the Collection object.

When an Iterable object traverses into an Array, returns an asynciterator thataverses only the first element.

const m = new Map([["a", 1], ["b", 2]]);
for await(const k of F.keys(m)) {
    console.log(k);
}
// print "a", "b"
const a = async function *() {
    yield [1, 2];
    yield [3, 4];
    yield [5, 6];
};
for await (const e of F.keys(a())) {
    console.log(e);
}
// print [1, 3, 5]s

values

Gets only the Value from the Collection object. When an Iterable object traverses into an Array, returns an asynciterator that averses only the second element.

const m = new Map([["a", 1], ["b", 2]]);
for await(const k of F.values(m)) {
    console.log(k);
}
// print
// 1
// 2
const a = async function *() {
    yield [1, 2];
    yield [3, 4];
    yield [5, 6];
};
for await (const e of F.values(a())) {
    console.log(e);
}
// print
// 2
// 4

removeFirst

Iterates through A and removes the first element that satisfies the condition.

const arr = [1, 2, 3, 4];
for await (const e of F.removeFirst(1, arr)) {
    console.log(e);
}
// print
// 2
// 3
// 4

const arr = [1, 2, 3, 4];
const r = F.removeFirst((e) => e % 2 === 0, arr);
for await (const e of r) {
    console.log(e);
}
// print
// 1
// 3
// 4

updateAt

Update itererator to the index position

const arr = [1,2,3,4,5];
const u = F.updateAt(
    99, // update value
    0,  // index
    arr // iterator
);
for await (const e of u) {
    console.log(e);
}
//print
//99
//2
//3
//4
//5

updateFirst

In itererator, update the first value that matches 2nd argument to 3rd argument.

const arr = [1, 2, 3];
const r = F.updateFirst(
    99, // update value
    1,  // find value
    arr);
for await (const e of r) {
    console.log(e);
}
// print
// 99
// 2
// 3

parallel_set_fetch_count

Set the fetch count of the parallel functions.

after setting, the parallel function is called by count at the same time.

default fetch count is 100

F.parallel_set_fetch_count(3);

await F.run(
    F.range(Infinity),
    F.pmap(async e =>{
        console.log(e);
        return e + 1;
    }),
    F.take(1),
    F.collect);
//print
//0
//1
//2

F.parallel_set_fetch_count(200);

await F.run(
    F.range(Infinity),
    F.pmap(async e =>{
        console.log(e);
        return e + 1;
    }), // fetch and execute first [0..199]
    F.take(1), // take 0 and execute 200. in pmap:[3..102]
    F.collect);
//print
//0
//1
//2
//3
//4
//5
//...
//...
//198
//199
//200

pfilter

Same as filter, but calls a fetch count of functions concurrently.

useful for async function or return promise.

//F.parallel_set_fetch_count(100);  default is 100
const v = await F.run(
    F.range(Infinity),
    F.pfilter(async e =>{
        console.log(e);

        //somthing async work...

        return e % 2 === 0;
    }),// fetch and execute first [0..99]
    F.take(2),// take 2 and execute 100, 101, 102 in pmap:[3..102]
    F.collect);
console.log(v);
//print
//1
//2
//3
//...
//...
//99
//[0,2]

pmap

Same as map, but calls a fetch count of functions concurrently.

useful for async function or return promise.

//F.parallel_set_fetch_count(100); default is 100
const v = await F.run(
    F.range(Infinity),
    F.pmap(async e =>{
        console.log(e);

        //somthing async work...

        return e + 1;
    }), // fetch and execute first [0..99]
    F.take(2), // fetch 0, 1, excute 100, 101 in pmap:[2..101]
    F.collect);
console.log(v);
//print
//0
//1
//2
//...
//...
//99
//100
//101
//[1,2]

pfmap

Same as fmap, but calls a fetch count of functions concurrently.

useful for async function or return promise.

// F.parallel_set_fetch_count(100); default is 100
const v = await F.run(
    F.range(Infinity),  //0,1,2,...
    F.map(e=> [e]),     //[0],[1],[2]...
    F.pfmap(async e =>{
        console.log(e); //print [0] ...

        //somthing async work...

        e.push(42);     // [0,42],[1,42],[2,42]... 
        return e ;
    }),
    F.take(5),          //[0,42,1,42,2]
    F.collect);         //iterator to array
console.log(v);
//print
//[0]
//[1]
//[2]
//...
//...
//[99]
//[0,42,1,42,2]

pcalls

async function generator

const gfn2 = async function* () {
    yield _ => Promise.resolve(1);
    yield _ => 2;
    yield async _ => await Promise.resolve(3);
    yield async _ => await 4;
};
const c = F.pcalls(gfn2());
const r = await F.collect(c);
console.log(r);
//print [1,2,3,4]

call vaarg async functions

/*like*/Promise.all([fn1(),fn2(),fn3(),fn4()])

const fn1 = () => {
    return 1;
};
const fn2 = () => {
    return Promise.resolve(2);
};
const fn3 = async () => {
    return 3;
};
const fn4 = async () => {
    return Promise.resolve(4);
};
const c = F.pcalls(fn1, fn2, fn3, fn4);
const r = await F.collect(c);
console.log(r); //print [1,2,3,4]

reFind

Use regular expression return first matching in str

const r = F.reFind(/H(\d)/, "H1ello H2World");
console.log(r); // print H1

reFindSubmatch

Use regular expression return first matching in str and groups

const r = F.reFindSubmatch(/H(\d)/, "H1ello H2World");
console.log(r[0]); // print H1
console.log(r[1]); // print 1

reFindAll

Use regular expression return all matching in str

const r = F.reFindAll(/H(\d)/, "H1ello H2World");
console.log(r);
//print ['H1', 'H2']

reFindAllSubmatch

Use regular expression return all matching in str and groups

const r = F.reFindAllSubmatch(/H(\d)/, "H1ello H2World");
console.log(r[0][0]); // print H1
console.log(r[0][1]); // print 1

console.log(r[1][0]); // print H2
console.log(r[1][1]); // print 2

range

for (const e of F.range(10)) {
    console.log(e);
}
//print 0 ~ 9

for (const e of F.range(10, 0, -1)) {
    console.log(e);
}
//print 10 ~ 1

seq

make iterable(array, set, map, iteratorObject) to asyncIterator

const a = [1,2,3,4,5];
for await(const e of F.seq(a)) {
    console.log(e);
}
//print 1,2,3,4,5

const a = new Map([[1,2],[3,4]]);
for await(const e of F.seq(a)) {
    console.log(e);
    //print 
    //[1,2]
    //[3,4]
}

repeat

const r = F.repeat(3);
for await(const e of r) {
    console.log(e);
}
//print 
//3
//3
//3
//....

const v = await F.run(
    F.repeat(1), //[1,1,1....]
    F.map(e => e + 1), //[2,2,2....]
    F.take(5), //[2,2,2,2,2]
    F.collect); //generator => array
console.log(v);
//print [2,2,2,2,2]

const r = F.repeat(()=>{return 3;});
for await(const e of r) {
    console.log(e);
}
//print 
//3
//3
//3
//....

const r = F.repeat(3, 5);
for await(const e of r) {
    console.log(e);
}
//print 
//5
//5
//5

rangeInterval

first argument is set to the repeat interval

for await (const e of F.rangeInterval(100, 5)) {
    console.log(e);
}
//print
// [sleep 100]
// 0
// [sleep 100]
// 1
// [sleep 100]
// 2
// [sleep 100]
// 3
// [sleep 100]
// 4
// [sleep 100]

for await (const e of F.rangeInterval(100, 5, 0, -1)) {
    console.log(e);
}
//print
// [sleep 100]
// 5
// [sleep 100]
// 4
// [sleep 100]
// 3
// [sleep 100]
// 2
// [sleep 100]
// 1
// [sleep 100]

iterate

apply a function to an argument to produce a sequence

const r = await F.run(
            F.iterate(F.inc, 1),
            F.take(5),
            F.collect);
console.log(r);
//print 
//[1,2,3,4,5]

const fibo = (a) => [a[1], a[0] + a[1]];
const r = await F.run(
    F.iterate(fibo, [0, 1]),//[0, 1], [1, 1], [1, 2], [2, 3] ...
    F.map(F.head),//[0,1,1,2 ... 
    F.take(10),//[0,1,1,2,3,5,8,13,21,34]
    F.collect);//generator to array
console.log(r);
//print
//[0,1,1,2,3,5,8,13,21,34]

enumerate

like python enumerate

const arr = ["a", "b", "c", "d", "e"];
for await (const [i, e] of F.enumerate(arr)) {
   console.log(i, e);
}
//print
// 0 'a'
// 1 'b'
// 2 'c'
// 3 'd'
// 4 'e'

foldl

const a = [1,2,3,4,5];
const sum = await F.foldl((acc, e) => acc + e, 0, a); 
console.log(sum); // print 15

const a = ["w","o","r","l","d"];
const sum = await F.foldl((acc, e) => acc + e, "hello", a); 
console.log(sum); // print "helloworld"

foldl1

take 1 items and call foldl

const a = [1,2,3,4,5];
const sum = await F.foldl1((acc, e) => acc + e, a); 
console.log(sum); // print 15;

reduce

same as foldl1

const a = [1,2,3,4,5];
const sum = await F.reduce((acc, e) => acc + e, a); 
console.log(sum); // print 15;

juxtA

const a = await F.juxtA([Math.max, Math.min], [1,2,3,4,5]);
console.log(a);
//print [5,1]

const a = await F.juxtA([Math.max, Math.min], []);
console.log(a);
//print [undefined, undefined]

foldr

const arr = [1,2,3,4,5];
const r = await F.foldr((a, b) => a + b, 0, arr);
console.log(r); // print 15

const arr = [64,2,1];
const r = await F.foldr((a, b) => a / b, 1, arr);
console.log(r); // print 32

const arr = ["1","2","3","4"];
const r = await F.foldr((a, b) => a + b, "5", arr);
console.log(r); // print 12345

foldr1

const arr = [1,2,3,4,5];
const r = await F.foldr1((a, b) => a + b, 0, arr);
console.log(r); // print 15

const arr = [64,2,1];
const r = await F.foldr1((a, b) => a / b, arr);
console.log(r); // print 32

const arr = ["1","2","3","4","5"];
const r = await F.foldr1((a, b) => a + b, arr);
console.log(r); // print 12345

collect

iterator or asyncIterator to Array

const mapped = F.map(e => e + 1, a); 
console.log(mapped); // print asyncGenerator
const collected = await F.collect(mapped);
console.log(collected); //print [2,3,4,5,6]

const v = await F.run(
    F.range(Infinity),//[0,1,2....]
    F.filter(e => (e % 3) === 0), //[0,3,6...] 
    F.map(e => e + 1), //[1,4,7...]
    F.take(5), // generator([1,4,7,10,13])
    F.collect);  // generator => array
console.log(v); //[1,4,7,10,13]

collectMap

const a = [[1,2],[3,4]];
const m = await F.collectMap(a); // new Map([[1,2],[3,4]])
for(const [k,v] of m) {
    console.log(k, v);
}
//print 
//1 2
//3 4

collectSet

const a = [1,2,3,1,2,3];
const m = await F.collectSet(a); //new Set([1,2,3])
for(const e of m) {
    console.log(e);
}
//print 
//1
//2
//3

const a = "hello world";
const m = await F.collectSet(a); //new Set("helo wrd")
for(const e of m) {
    console.log(e);
}
//print 
//helo wrd

collectObject

const a = [[1,2],[3,4]];
const m = await F.collectObject(a); // {1:2,3:4}
console.log(m);
//print { '1': 2, '3': 4 }