I have a function that streams data in batches via a callback.
Each batch will await the callback function before fetching another batch and the entire function returns a promise that resolves when all batches are finished.
(I'm using TypeScript annotations to help with readability)
async function callbackStream(fn: (batch: Array<number>) => Promise<void>) {}
How do I to turn this function into an async generator that yields one value at a time?
async function* generatorStream(): AsyncIterableIterator<number> {}
This has proven to be quite a difficult task.
I've toyed around with this problem and I've built something that works, but its very convoluted and I can't justify merging this code and making others on my team deal with it.
Here's my current implementation:
I'm using this helper function that created a "deferred" promise which helps with passing promises around callbacks.
interface DeferredPromise<T> {
resolve: (value: T) => void
reject: (error: any) => void
promise: Promise<T>
}
function deferred<T>(): DeferredPromise<T> {
let resolve
let reject
const promise = new Promise<T>((res, rej) => {
resolve = res
reject = rej
})
return {
resolve: resolve as (value: T) => void,
reject: reject as (error: any) => void,
promise,
}
}
Next I have this hairball of logic that linearizes the promise callbacks into a chain where each promise resolved a batch with next function that will return another promise fetching the next batch.
type Done = { done: true }
type More = { done: false; value: Array<number>; next: () => Promise<Result> }
type Result = More | Done
async function chainedPromises() {
let deferred = PromiseUtils.deferred<Result>()
callbackStream(async batch => {
const next = PromiseUtils.deferred<null>()
deferred.resolve({
done: false,
value: batch,
next: () => {
deferred = PromiseUtils.deferred<Result>()
next.resolve(null)
return deferred.promise
},
})
await next.promise
}).then(() => {
deferred.resolve({ done: true })
})
return deferred.promise
}
From here, creating a generator that yields one item at a time isn't very difficult:
async function* generatorStream(): AsyncIterableIterator<number> {
let next = chainedPromises
while (true) {
const result = await next()
if (result.done) {
return
}
for (const item of result.value) {
yield item
}
next = result.next
}
}
I think we can all agree that the intermediate chainedPromises
function is very confusing and convoluted. Is there any way I can transform callbackStream
into generatorStream
in a way that is easy to understand and easy to follow? I don't mind using a library if its well established, but I would also appreciate a simple implementation from first-principles.
No, I don't think there's a way to implement this transformation in a way that's easy to understand and easy to follow. However, I would recommend to drop the deferred
s (you're never reject
ing anyway) and just use the promise constructor. Also I'd rather implement an asynchronous generator right away.
function queue() {
let resolve = () => {};
const q = {
put() {
resolve();
q.promise = new Promise(r => { resolve = r; });
},
promise: null,
}
q.put(); // generate first promise
return q;
}
function toAsyncIterator(callbackStream) {
const query = queue();
const result = queue();
const end = callbackStream(batch => {
result.put(batch);
return query.promise;
}).then(value => ({value, done: true}));
end.catch(e => void e); // prevent unhandled promise rejection warnings
return {
[Symbol.asyncIterator]() { return this; },
next(x) {
query.put(x);
return Promise.race([
end,
result.promise.then(value => ({value, done:false})
]);
}
}
}
async function* batchToAsyncIterator(batchCallbackStream) {
for await (const batch of toAsyncIterator(batchCallbackStream)) {
// for (const val of batch) yield val;
// or simpler:
yield* batch;
}
}
You need a event bucket, here is an example:
function bucket() {
const stack = [],
iterate = bucket();
var next;
async function * bucket() {
while (true) {
yield new Promise((res) => {
if (stack.length > 0) {
return res(stack.shift());
}
next = res;
});
}
}
iterate.push = (itm) => {
if (next) {
next(itm);
next = false;
return;
}
stack.push(itm);
}
return iterate;
}
;(async function() {
let evts = new bucket();
setInterval(()=>{
evts.push(Date.now());
evts.push(Date.now() + '++');
}, 1000);
for await (let evt of evts) {
console.log(evt);
}
})();
Would it work if there will be typescript solution?
It should handle condition when callback is called faster then promise is resolved a couple of times. Callback can be a method that has this signature callback(error, result, index)
It is set to finish when callback is called with no arguments. Usage:
asAsyncOf(this.storage, this.storage.each);
Solution:
function asAsyncOf<T1, T2, T3, T4, Y>(c, fn: { (a: T1, a1: T2, a2: T3, a3: T4, cb: { (err?, res?: Y, index?: number): boolean }): void }, a: T1, a1: T2, a2: T3, a3: T4): AsyncGenerator<Y>
function asAsyncOf<T1, T2, T3, Y>(c, fn: { (a: T1, a1: T2, a2: T3, cb: { (err?, res?: Y, index?: number): boolean }): void }, a: T1, a1: T2, a3: T3): AsyncGenerator<Y>
function asAsyncOf<T1, T2, Y>(c, fn: { (a: T1, a1: T2, cb: {(err?, res?: Y, index?: number): boolean}): void}, a: T1, a1: T2): AsyncGenerator<Y>
function asAsyncOf<T, Y>(c, fn: { (a: T, cb: { (err?, res?: Y, index?: number): boolean }): void }, a: T): AsyncGenerator<Y>
function asAsyncOf<Y>(c, fn: { (cb: {(err?, res?: Y, index?: number): boolean}): void}): AsyncGenerator<Y>
async function* asAsyncOf(context, fn, ...args) {
let next = (result?) => { };
let fail = (err) => { };
let finish = {};
const items = [];
let started = true;
try {
fn.apply(context, [...args, function (err, result, index) {
const nextArgs = [].slice.call(arguments, 0);
if (nextArgs.length === 0) {
started = false;
next(finish);
return true;
}
if (err) {
fail(err);
return true;
}
items.push(result);
next(result);
}]);
} catch (ex) {
fail(ex);
}
while (true) {
const promise = started ? new Promise((resolve, error) => {
next = resolve;
fail = error;
}) : Promise.resolve(finish);
const record = await promise;
if (record === finish) {
while (items.length) {
const item = items.shift();
yield item;
}
return;
}
while (items.length) {
const item = items.shift();
yield item;
}
}
}
export { asAsyncOf };
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