typescript-parallel-transform

A typescript first implementation of a Node.js Transform stream with concurrency control.

Install

To install middy you can use NPM:

1npm install --save @dvd-88/typescript-parallel-transform

Usage

There are two main classes that extends the Node.js Transform stream and allows you to control the concurrency of the stream in this package:

• ParallelTransform: the order of the data is not preserved. Data is pushed to the next step as soon as it is available.
• OrderedParallelTransform: the order of the data is preserved. Data is pushed to the next step in the same order as the chunk it originates from was received.

ParallelTransform

Usage example: Parallel Transform

1npx tsx src/examples/parallel-transform.ts

Running this example will output something similar to this:

Elapsed time: 1004.164841ms
Result: [
  10, 9, 8, 7, 6,
   5, 4, 3, 2, 1
]

The elapsed time is around 1 second because it processed 10 items concurrently (the default max concurrency is 16) and the slowest took 1 second to be processed. Moreover the order of the items in the result array is reversed since the computational time of each item is inversely proportional to its value and the input array is sorted in ascending order.

OrderedParallelTransform

Usage example: Ordered parallel Transform

1npx tsx src/examples/ordered-parallel-transform.ts

Running this example will output something similar to this:

Elapsed time: 1004.970725ms
Result: [
  1, 2, 3, 4,  5,
  6, 7, 8, 9, 10
]

The elapsed time is around 1 second because it processed 10 items concurrently and the slowest took 1 second to be processed. Moreover the order of the items in the result array is equal to the input one.

ParallelTransformFactory

Usage example: Parallel Transform Factory

1npx tsx src/examples/parallel-transform-factory.ts --ordered

Since we selected the ordered parallel transform implementation by passing the ---ordered parameter, the output will be similar to the ordered example:

Elapsed time: 1007.248033ms
Result: [
  1, 2, 3, 4,  5,
  6, 7, 8, 9, 10
]

ParallelTransformFactory (Promisified)

Usage example: Parallel Transform Factory (promisified)

1npx tsx src/examples/promisified-parallel-transform-factory.ts --ordered

Since we selected the ordered parallel transform implementation by passing the ---ordered parameter, the output will be similar to the ordered example:

Elapsed time: 1006.521075ms
Result: [
  1, 2, 3, 4,  5,
  6, 7, 8, 9, 10
]

License

Licensed under MIT License.