What are the best practices for iterating through asynchronous generator functions?

Suppose we have an asynchronous generator:

exports.asyncGen = async function* (items) {
  for (const item of items) {
    const result = await someAsyncFunc(item)
    yield result;
  }
}

Can we apply mapping to this generator? In essence, I am attempting to achieve the following:

const { asyncGen } = require('./asyncGen.js')

exports.process = async function (items) {
  return asyncGen(items).map(item => {
    //... do something
  })
}

Currently, .map does not recognize async iterator.

The only option is to use for await ... of , however, it is not as elegant as using .map

Answer №1

The proposal for iterator methods that includes this specific method is currently in stage 2 of development. While waiting for its implementation, you have the option to utilize a polyfill library or create your own custom `map` helper function:

async function* map(asyncIterable, callback) {
    let i = 0;
    for await (const val of asyncIterable)
        yield callback(val, i++);
}

exports.process = function(items) {
    return map(asyncGen(items), item => {
       //... do something
    });
};

Answer №2

Summary - If the mapping function is asynchronous:

To make asyncIter continue producing values without waiting for each mapping to finish, use

async function asyncIterMap(asyncIter, asyncFunc) {
    const promises = [];
    for await (const value of asyncIter) {
        promises.push(asyncFunc(value))
    }
    return await Promise.all(promises)
}

// example - how to implement:
const results = await asyncIterMap(myAsyncIter(), async (str) => {
    await sleep(3000)
    return str.toUpperCase()
});

Further Explanation:

// mock asyncIterator for illustration purposes

const sleep = (ms) => new Promise(res => setTimeout(res, ms))

async function* myAsyncIter() {
    await sleep(1000)
    yield 'first thing'
    await sleep(1000)
    yield 'second thing'
    await sleep(1000)
    yield 'third thing'
}

Next

// THE CURRENT SCENARIO! our asyncIter waits for each mapping.

for await (const thing of myAsyncIter()) {
    console.log('beginning with', thing)
    await sleep(3000)
    console.log('concluded with', thing)
}

// complete execution time: ~12 seconds

Improved version:

// this is a better approach.

const promises = [];

for await (const thing of myAsyncIter()) {
    const task = async () => {
        console.log('commencing with', thing)
        await sleep(3000)
        console.log('finished with', thing)
    };
    promises.push(task())
}

await Promise.all(promises)

// total run time: ~6 seconds

Answer №3

An alternative approach is to utilize the for await ... of method, although it lacks the elegance of using .map

For a sophisticated and effective solution, consider implementing the functionality provided by the iter-ops library:

import {pipe, map} from 'iter-ops';

const result = pipe(
    asyncGen(), // replace with your asynchronous generator function
    map(value => /* your map logic*/)
); //=> AsyncIterable
  • This approach is elegant due to its clean syntax that can be applied to various iterable types, not just asynchronous generators.
  • Furthermore, it offers flexibility and reusability by allowing you to combine multiple operators in the same pipeline.

Since it generates a standard JavaScript AsyncIterable, you can iterate through the values like this:

for await(const value of result) {
    console.log(value); //=> output values
}

By the way, I am the creator of the iter-ops library.

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