Lazy list(lazy list) with high tree-shaking affinity and easy customization.
- 🎁 Lazy Collection: The collections are only enumerated to the minimum necessary. Infinite sequences are supported.
- 🎄 Tree-Shakeable: Only the features you use will be bundled.
- 👻 Async Iterator Support: Iterable can also be seamlessly treated as Async Iterator.
- 📎 Easy-Customization: You can easily create the functions you need by yourself. In this way.
- 🗂 Rxjs-like Syntax: To achieve tree-shaking, we use an rxjs-like syntax.
- ✅ Simple Equality Strategy: It uses a simple Equality Strategy.
- 💯 All Typed: The whole thing is written in TypeScript, which also provides completion for type conversion between operators.
- 💨 No dependencies
import {from, map, take} from 'leseq';
const result1 = from([1,2,3,4,5]).pipe(
map(i => i * i),
take(3)
).toArray();
//result1: [1,4,9]This is the result of bundle visualizer in the example above (1.21KB gzipped).
npm install leseq
If you are using Async Iterable and "target " in tsconfig.json is smaller than "es2018", you must add "ES2018.AsyncGenerator " and "ES2018.AsyncIterable " in tsconfig.json/lib or the type will not display properly.
{
"compilerOptions": {
"target": "es6",
"lib": ["DOM", "ES6", "ES2018.AsyncGenerator", "ES2018.AsyncIterable"]
}
}
import {from, map, take, find, range, reverse, filter} from 'leseq';
const result1 = from([1,2,3,4,5]).pipe(
map(i => i * i),
take(3)
)
for (const one of result1) {
console.log(one)
}
//result: 1
//result: 4
//result: 9
const result2 = from([1,2,3,4,5]).pipe(
filter(i => i % 2 == 0)
).value(
find(i => i > 2)
);
//result2: 4
//lazy
const result3 = range(1, 10000000).pipe(
take(3),
reverse(),
map((i) => i * i)
).toArray();
//result3: [9,4,1]import {from, mapAsync, filterAsync, fromAsAsync, findAsync, asyncSeq} from 'leseq';
const sleep = (milliseconds: number) => new Promise(resolve => setTimeout(resolve,milliseconds));
//from iterable to async iterable.
const result1 = await from([1,2,3,4,5]).to(asyncSeq()).pipe(
mapAsync(async i => {
await sleep(1000);
return i * i;
}),
filterAsync(async i => i % 2 == 0)
).toArrayAsync();
//5 seconds later... result1: [4,16]
const result2 = await fromAsAsync([1,2,3,4,5]).pipe(
mapAsync(async i => {
await sleep(1000);
return i * i;
}),
filterAsync(async i => i % 2 == 0)
).valueAsync(findAsync());
//2 seconds later... result2: 4
const result3 = await fromConcatAsAsync([1,2],[3,4]).pipe(
mapAsync(async i => {
await sleep(1000);
return i * i;
}),
);
for await (const one of result3) {
console.log(one);
}
//1 seconds later... result: 1
//2 seconds later... result: 4
//3 seconds later... result: 9
//4 seconds later... result: 16It is possible to generate sequences (Seq<T>/AsyncSeq<T> object) with Generator, convert them to sequences with different characteristics with To, perform operations such as value conversion and filtering with any number of Operators, and convert them to a single value with Value.
// sync iterator
SyncSource =
Generators(ex: from, fromConcat, ..etc) |
SyncSource.to(To(ex: share, async))
SyncSource.pipe(
...SyncOperators(ex: map, filter, ...etc)
);
value = SyncSource.value(SyncValues(ex: find,some, ...etc));
// async iterator
AsyncSource =
AsyncGenerators(ex: fromAsAsync, fromConcatAsAsync, ...etc) |
SyncSource.to(asyncSeq()) | // iterable to async iterable. |
AsyncSource.to(To(ex: shareAsync)) |
AsyncSource.pipe(
...AsyncOperators(ex: mapAsync, filterAsync, ...etc)
);
value = await AsyncSource.valueAsync(AsyncValues(ex: findAsync,someAsync, ...etc));Because it is a lazy list, it does not execute processing when pipe()/to() is called, but only when value(valueAsync), toArray(toArrayAsync)/toMutableArray(toMutableArrayAsync), or forEach(forEachAsync) is called.
Changes from "Iterable" or Seq<T> to "Async Iterable" can be made at any time with .to(asyncSeq()). but Once the chain is changed to "Async Iterable" by .to(asyncSeq()) or other means, only the asynchronous version of Operator/Value can be used in the same chain thereafter. This is because, in principle, it is impossible to change from an "Async Iterable" to "Iterable".
The predefined Generators/Operators/To/Values are as follows. And all of them have asynchronous versions(xxxAsAsync or xxxAsync).
If the function you want to use does not exist, you can also define your own Operator/Value function in this way.
| Generator | Description |
|---|---|
| defer | Generates a sequence that delays the generation of sources until the actual enumeration is performed. (async version: deferAsAsync ) |
| deferFromPromise | [Async Only] Generates a sequence whose values are the result of sequential execution of a single Promise or multiple Promises; Promise execution is delayed until the sequence is enumerated. |
| deferValue | Generates a sequence that delays the generation of the source until the actual enumeration is performed. the source in deferValue consists of a single value. (async version: deferValueAsAsync ) |
| from | Generates a sequence from an iterable object. (async version: fromAsAsync ) |
| fromConcat | Generates a concatenated sequence of multiple iterable objects. (async version: fromConcatAsAsync ) |
| fromValue | Generates a sequence from a single value. (async version: fromValueAsAsync ) |
| range | Generates a sequential number sequence. (async version: rangeAsAsync ) |
| zip | Generates a sequence of arrays made by concatenating the elements of multiple sequences one at a time. (async version: zipAsAsync ) |
| To | Description |
|---|---|
| async | Converts the current sequence to AsyncSeq<T> and returns it. |
| share | Converts the current sequence to SharedSeq<T> and returns it; in a SharedSeq<T>, iterator is share until close method is called. (async version: shareAsync ) |
It is used within the pipe method of the Seq<T> object. Any number of operators can be connected.
| Operator | Description |
|---|---|
| catchError | If the original iterable sequence raises an exception, the specified action is performed, terminating the enumeration or enumerating an alternate sequence. (async version: catchErrorAsync ) |
| chunk | Returns a sequence divided into array of the specified size. (async version: chunkAsync ) |
| concat | Returns a sequence in which the current sequence and the specified sequence are concatenated. (async version: concatAsync ) |
| concatValue | Returns the sequence to which the specified value is added. (async version: concatValueAsync ) |
| difference | Returns the sequence that is the difference set between the current sequence and the specified sequence. (async version: differenceAsync ) |
| filter | Returns a sequence that has been filtered by the specified condition. (async version: filterAsync ) |
| finalize | Invokes a specified action after the source iterable sequence terminates normally or exceptionally. (async version: finalizeAsync ) |
| flatten | Returns a flattened sequence. (async version: flattenAsync ) |
| groupBy | Returns a sequence grouped by a specified key. (async version: groupByAsync ) |
| intersect | Returns a sequence that is the product set of the current sequence and the specified sequence. (async version: intersectAsync ) |
| map | Returns the sequence in which each element has been transformed by the specified transformation function. (async version: mapAsync ) |
| orderBy | Returns a sequence sorted by a specified key. (async version: orderByAsync ) |
| repeat | Returns a sequence that repeats the source sequence a specified number of times. (async version: repeatAsync ) |
| reverse | Returns a sequence in reverse order of the current sequence. (async version: reverseAsync ) |
| scan | Returns the resulting sequence after applying the aggregate function to the elements of the current sequence. (async version: scanAsync ) |
| skip | Returns the sequence with the specified number of skips. (async version: skipAsync ) |
| skipWhile | Returns the sequence of elements skipped while matching the condition. (async version: skipWhileAsync ) |
| take | Returns a sequence that enumerates the specified number of items. (async version: takeAsync ) |
| takeWhile | Returns a sequence to be enumerated only while the condition is matched. (async version: takeWhileAsync ) |
| tap | Run side effects. (async version: tapAsync ) |
| union | Returns a sequence that is the union set of the current sequence and the specified sequence. (async version: unionAsync ) |
| uniq | Returns a deduplicated sequence. (async version: uniqAsync ) |
| zipWith | Returns a sequence of arrays consisting of the elements of the source array and the elements of the multiple sequences given as arguments, concatenated one by one. (async version: zipWithAsync ) |
Generates a value from a sequence. Used in the value method of the Seq<T> object.
| Value | Description |
|---|---|
| every | Returns whether or not all elements of a sequence meet the specified conditions. (async version: everyAsync ) |
| find | Returns the first element that satisfies the condition. If no element satisfying the condition is found, an error is thrown. (async version: findAsync ) |
| findOrDefault | Returns the first element that satisfies the condition. If no element is found that satisfies the condition, it returns the specified default value. (async version: findOrDefaultAsync ) |
| reduce | Returns the result of applying the aggregate function to the elements of the current sequence. (async version: reduceAsync ) |
| some | Returns whether or not any element of the sequence satisfies the specified condition. (async version: someAsync ) |
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent