A type-safe framework for stream processing of objects in TypeScript, useful for efficiently processing streams of data such as reading from a database using a cursor.
The framework provides a number of useful built-in streams, and you can easily create your own.
$ npm install --save object-streaming
These examples are written in TypeScript, but this module is also completely compatible with plain JavaScript - essentially just remove any type definitions.
Here's a stream that processes numbers:
let strm = source<number>();
strm
.pipe(filter((x: number) => x % 7 !== 0))
.pipe(map((x: number) => x * 2))
.pipe(batch({maxItems: 3, idleTimeout: 100}))
.pipe(forEach((array: number[]) => {
console.log('Batched array length:', array.length);
}))
.pipe(spread())
.pipe(branch(
(x: number) => x % 10 === 0,
forEach((x: number) => console.log(`[${x}]`))
))
.pipe(forEach((x: number) => console.log(x)));
for (let i = 0; i < 20; i++) {
strm.input(i);
}
// Output:
// Batched array length: 3
// 2
// 4
// 6
// Batched array length: 3
// 8
// [10]
// 12
// Batched array length: 3
// 16
// 18
// [20]
// Batched array length: 3
// 22
// 24
// 26
// Batched array length: 3
// [30]
// 32
// 34
// Batched array length: 2
// 36
// 38Complex processing streams can be constructed by combining multiple simple stream objects. Stream objects define:
- An input type
- An
inputmethod - An output type
- An
outputmethod - A
pipemethod
A stream accepts an object when input is called, does some processing on it, and calls output with the results of the processing. A stream can output objects to zero or more streams. strmA.pipe(strmB) will cause all outputted objects of strmA to be inputted into strmB; pipe will then return strmB so that strmB's output can be piped into something else. This allows for a clean method-chaining API.
Since complex streams are made up of multiple stream objects, the entry and exit stream objects will be different. Therefore, in the following code, strm will be a reference to the last stream object, not the first:
let strm = source<number>()
.pipe(/* some other stream */)
.pipe(forEach((x: number) => console.log(x))); // <- 'strm' has a reference to the stream created by this forEach(), not source()If you need both the entry and exit streams, define the entry stream first, then compose the composite stream:
let entryStrm = source<number>();
let exitStrm = entryStrm
.pipe(/* ... */)
.pipe(/* ... */)
.pipe(/* ... */)
.pipe(/* ... */);
// Later in the code...
exitStrm.pipe(forEach(x => console.log(x)));
entryStrm.input('xyz');More conveniently, you can use the stream utility function to return a single Stream object, which takes a function with a single argument of the entry (source) stream.
let strm = stream<number,string>(src => src
.pipe(/* ... */)
.pipe(/* ... */)
.pipe(/* ... */)
.pipe(/* ... */)
);
strm.pipe(forEach(x => console.log(x)));
strm.input('xyz');For each item that passes through the stream, call the callback, and then pass the item on to the next stream:
import { forEach } from 'object-stream';
// ...
strm
.pipe(forEach((item: SomeClass) => {
item.foo = true;
item.bar();
});Map each item that passes through the stream using the callback, and pass it onto the next stream:
import { map } from 'object-stream';
// ...
strm
.pipe(map((num: number) => new String(num)))Pass each item into the callback; if it returns true, pass it onto the next stream, otherwise drop the item:
import { filter } from 'object-stream';
// ...
strm
.pipe(filter((item: SomeClass) => item.isFlagChecked()))Pass each item into the callback; if it returns true, pass it onto the alternate stream, otherwise pass it onto the next stream:
import { branch } from 'object-stream';
// ...
strm
.pipe(branch(
(item: SomeClass) => true,
forEach((item: SomeClass) => console.log(item.foo))
))
.pipe(forEach((item: SomeClass) => {
// This will never run because the branch callback always returns true!
}));Each input item is passed to all the given streams, and then passed to the next stream:
import { split } from 'object-stream';
// ...
strm
.pipe(split(
forEach((num: number) => console.log('A', num))
forEach((num: number) => console.log('B', num))
forEach((num: number) => console.log('C', num))
))
.pipe(forEach((num: number) => console.log(num)))
strm.input(123)
// Outputs:
// A 123
// B 123
// C 123
// 123Each item outputted by the given streams is passed to the next stream:
import { merge } from 'object-stream';
// ...
let strmA = source<number>(),
strmB = source<number>();
merge(strmA, strmB)
.pipe(forEach((num: number) => console.log(num)))
strmA.input(123);
strmB.input(456);
// Output:
// 123
// 456merge can also be used in-line:
let strmA = source<number>(),
strmB = source<number>(),
strmC = source<number>();
strmA
.pipe(map((num: number) => num * 2))
.pipe(merge(strmA, strmB))
.pipe(forEach((num: number) => console.log(num)));
strmA.input(123);
strmA.input(456);
strmA.input(789);
// Output:
// 246
// 456
// 789Groups together multiple items into an array:
import { batch } from 'object-stream';
// ...
strm
.pipe(batch({maxItems: 4, idleTimeout: 100}))
.pipe(forEach((nums: number[]) => console.log(nums)))
for (let i = 0; i < 10; i++) {
strm.input(i);
}
// Output:
// [0, 1, 2, 3]
// [4, 5, 6, 7]
// [8, 9]The options affect the behaviour of the batcher:
maxItems: number- when the number of items in the batch reachesmaxItems, then emit the batchidleTimeout: number- after receiving an item, when no new items have been received for the duration of the idle timeout (in milliseconds), emit the batchdelayTimeout: number- after receiving the first item into an empty batch, set a timer for the specified duration (in milliseconds); when the timer fires, emit the batch with all the items collected in that time
idleTimeout and delayTimeout can't be used together.
When no options are provided, it defaults to idleTimeout = 0, which emits the batch on the next event loop iteration.
Takes an array an passes each item onto the next stream:
import { spread } from 'object-stream';
// ...
let strm = source<number[]>();
strm
.pipe(spread())
.pipe(forEach((num: number) => console.log(num)));There are two main classes for defining custom streams: SourceStream<T> and Stream<I,O>.
SourceStream is used when a class only outputs objects. Call this.output to emit an object:
import { SourceStream } from 'object-stream';
// ...
class BasicClockStream extends SourceStream<number> {
constructor() {
super();
setInterval(() => this.output(Date.now()), 1000);
}
}
let clockStrm = new BasicClockStream();
clockStrm.pipe(/* another stream that accepts 'number' */);Stream is used when to build stream processing classes that take an input and emit an output. It must define a public input method which accepts a single argument of the specified input type:
import { Stream } from 'object-stream';
// ...
class IntParseStream extends Stream<string,number> {
public input(obj: string) {
if (/\d+/.test(obj)) {
this.output(parseInt(obj));
}
}
}
let ips = new IntParseStream();
ips
.pipe(forEach((num: number) => console.log(num)));
ips.input('123');
ips.input('abc');
ips.input('456');
// Output:
// 123
// 456
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