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Add itertools-ts to Data structure section

Open Smoren opened this issue 4 months ago • 0 comments

itertools-ts · npm Coverage Status Build and test

Extended itertools port for TypeScript and JavaScript. Provides a huge set of functions for working with iterable collections (including async ones).

Loop Iteration Tools Example

import { multi } from 'itertools-ts';

for (const [letter, number] of multi.zip(['a', 'b'], [1, 2])) {
  console.log(`${letter}${number}`);  // a1, b2
}

// Async example
for await (const [letter, number] of multi.zipAsync(['a', 'b'].map((x) => Promise.resolve(x)), [1, 2].map((x) => Promise.resolve(x)))) {
  console.log(`${letter}${number}`);  // a1, b2
}

Stream Iteration Tools Example

import { Stream, AsyncStream } from 'itertools-ts';

const result1 = Stream.of([1, 1, 2, 2, 3, 4, 5])
  .distinct()             // [1, 2, 3, 4, 5]
  .map((x) => x**2)       // [1, 4, 9, 16, 25]
  .filter((x) => x < 10)  // [1, 4, 9]
  .toSum();               // 14

// Async example
const result2 = await AsyncStream.of([1, 1, 2, 2, 3, 4, 5].map((x) => Promise.resolve(x)))
  .distinct()             // [1, 2, 3, 4, 5]
  .map((x) => x**2)       // [1, 4, 9, 16, 25]
  .filter((x) => x < 10)  // [1, 4, 9]
  .toSum();               // 14

All functions work on iterable collections and iterators:

  • Array
  • Set
  • Map
  • String
  • Generator
  • Iterable
  • Iterator

Every function have an analog with "Async"-suffixed name for working with async iterable and iterators (e.g. zip and zipAsync):

  • AsyncIterable
  • AsyncIterator

If an asynchronous function takes other functions as input, they can also be asynchronous.

Stream and Async Stream

Streams provide a fluent interface to transform arrays and iterables (sync or async) through a pipeline of operations.

Streams are made up of:

  1. One stream source factory method to create the stream.
  2. Zero or more stream operators that transform the stream to a new stream.
  3. Terminal operation of either:
    • Stream terminal operation to transform the stream to a value or data structure.
      const result1 = Stream.of([1, 1, 2, 2, 3, 4, 5])
        .distinct()             // [1, 2, 3, 4, 5]
        .map((x) => x**2)       // [1, 4, 9, 16, 25]
        .filter((x) => x < 10)  // [1, 4, 9]
        .toSum();               // 14
      
      // Async example
      const result2 = await AsyncStream.of([1, 1, 2, 2, 3, 4, 5].map((x) => Promise.resolve(x)))
        .distinct()             // [1, 2, 3, 4, 5]
        .map((x) => x**2)       // [1, 4, 9, 16, 25]
        .filter((x) => x < 10)  // [1, 4, 9]
        .toSum();               // 14
      
    • The stream is iterated via a for loop.
      const result1 = Stream.of([1, 1, 2, 2, 3, 4, 5])
        .distinct()             // [1, 2, 3, 4, 5]
        .map((x) => x**2)       // [1, 4, 9, 16, 25]
        .filter((x) => x < 10); // [1, 4, 9]
      
      for (const item of result1) {
        // 1, 4, 9
      }
      
      // Async example
      const result2 = AsyncStream.of([1, 1, 2, 2, 3, 4, 5].map((x) => Promise.resolve(x)))
        .distinct()             // [1, 2, 3, 4, 5]
        .map((x) => x**2)       // [1, 4, 9, 16, 25]
        .filter((x) => x < 10); // [1, 4, 9]
      
      for await (const item of result2) {
        // 1, 4, 9
      }
      

Full documentation in project's README.

Smoren avatar Mar 03 '24 12:03 Smoren