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JavaScript API

k6/experimental

csv

Parser

Open source

Parser

The csv.Parser class provides a streaming parser that reads CSV files line-by-line, offering fine-grained control over the parsing process and minimizing memory consumption. It’s well-suited for scenarios where memory efficiency is crucial or when you need to process large CSV files without loading the entire file into memory.

Asynchronous nature

The csv.Parser class methods are asynchronous and return Promises. Due to k6’s current limitation with the init context (which doesn’t support asynchronous functions directly), you need to use an asynchronous wrapper such as:

import { open } from 'k6/experimental/fs';
import csv from 'k6/experimental/csv';

let file;
let parser;
(async function () {
  file = await open('data.csv');
  parser = new csv.Parser(file);
})();

Constructor

Parameter	Type	Description
file	fs.File	A file instance opened using the fs.open function.
options	Options	An optional parameter object to customize the parsing behavior. Options can include a delimiter (string).

Methods

Name	Description
`next()`	Reads the next line from the CSV file and returns a promise that resolves to an iterator-like object.

Returns

A promise resolving to an object with the following properties:

Property	Type	Description
done	boolean	Indicates whether there are more rows to read (false) or the end of the file has been reached (true).
value	string[]	Contains the fields of the CSV record as an array of strings. If done is true, value is undefined.

Example

import { open } from 'k6/experimental/fs';
import csv from 'k6/experimental/csv';

export const options = {
  iterations: 10,
};

let file;
let parser;
(async function () {
  file = await open('data.csv');
  parser = new csv.Parser(file, { skipFirstLine: true });
})();

export default async function () {
  // The `next` method attempts to read the next row from the CSV file.
  //
  // It returns an iterator-like object with a `done` property that indicates whether
  // there are more rows to read, and a `value` property that contains the row fields
  // as an array.
  const { done, value } = await parser.next();
  if (done) {
    throw new Error('No more rows to read');
  }

  // We expect the `value` property to be an array of strings, where each string is a field
  // from the CSV record.
  console.log(done, value);
}

Notes on usage

Memory efficiency: Since csv.Parser reads the file line-by-line, it keeps memory usage low and avoids loading the entire set of records into memory. This is particularly useful for large CSV files.
Streaming control: The streaming approach provides more control over how records are processed, which can be beneficial for complex data handling requirements.