@sapientpro/json-stream is a streaming JSON parser for Node.js. It extends the Node.js Writable stream, enabling you to incrementally process JSON data as it is being written into the stream. In addition, it allows you to extract individual parsed JSON values using promises and stream specific JSON string values with Readable streams.
Warning: This package uses advanced asynchronous stream processing. Ensure your use-case requires streaming incremental JSON parsing before integrating.
npm install @sapientpro/json-streamor
yarn add @sapientpro/json-stream- Incremental JSON parsing while data is written to the stream.
- Extract individual JSON value paths via promises.
- Optionally stream parts of JSON string values as they’re parsed.
Below is an example of using JsonStream to parse a large JSON object incrementally.
import * as fs from 'fs';
import { JsonStream } from '@sapientpro/json-stream';
// Suppose our JSON file contains a large JSON object:
const jsonFile = 'path/to/large.json';
// Create a read stream from a JSON file
const fileStream = fs.createReadStream(jsonFile, { encoding: 'utf-8' });
// Create an instance of JsonStream. Optionally, pass a "start" token if you need to start parsing from a particular substring.
const jsonStream = new JsonStream();
// Listen to the parsed complete JSON value event
jsonStream.on('value', (value) => {
console.log('Parsed JSON value:', value);
});
// Use the value method to wait for the parsed complete JSON value event
jsonStream.value().then((json) => {
console.log('Json:', json);
});
// Listen to error events
jsonStream.on('error', (err) => {
console.error('Parsing error:', err);
});
// Pipe the file stream into our JSON stream parser
fileStream.pipe(jsonStream);
// Alternatively, you can write to jsonStream directly:
fileStream.on('data', (chunk: string) => {
jsonStream.write(chunk, 'utf-8', () => {
// chunk processed
});
});You can extract a particular value by its property path. The value method returns a promise that resolves when the corresponding JSON value has been parsed.
Assume your incoming JSON is:
{
"user": {
"name": "Alice",
"email": "[email protected]"
},
"status": "active"
}You can extract the user object as follows:
import * as fs from 'fs';
import { JsonStream } from '@sapientpro/json-stream';
const jsonStream = new JsonStream();
// Use the value method to wait for the "user" property to be parsed.
jsonStream.value('user').then((user) => {
console.log('User:', user);
});
// Write JSON data (for example, from a file or network stream)
fs.createReadStream('path/to/users.json', { encoding: 'utf-8' })
.pipe(jsonStream);If you need to process a large JSON string in chunks as it is being parsed, you can get a dedicated Readable stream for that value via the stream method.
For example, if your JSON structure is:
{
"log": "a very long log string..."
}You can stream the "log" value like this:
import * as fs from 'fs';
import { JsonStream } from '@sapientpro/json-stream';
const jsonStream = new JsonStream();
// Get a Readable stream for the "log" property.
// The property name should be provided without the dot, the package handles prefixing internally.
const logStream = jsonStream.stream('log');
// Listen to data events on the logStream
logStream.on('data', (chunk) => {
console.log('Log chunk:', chunk);
});
logStream.on('end', () => {
console.log('End of log stream');
});
fs.createReadStream('path/to/log.json', { encoding: 'utf-8' })
.pipe(jsonStream);Beyond promise and stream-based extraction, you can observe individual updates for specific JSON paths using the observe method. This is particularly useful when you need to react to updates of nested parts of a large JSON document incrementally.
Assume the JSON input is:
{
"order": {
"id": 123,
"items": [
{ "name": "Widget", "qty": 4 },
{ "name": "Gadget", "qty": 2 }
]
}
}You can observe whenever an item is parsed from the order.items array:
import { JsonStream, Any } from '@sapientpro/json-stream';
const jsonStream = new JsonStream();
// Use the wildcard symbol `Any` to observe each item in the items array.
jsonStream.observe(['order', 'items', Any]).subscribe({
next: (data) => {
console.log(`Parsed item at path ${JSON.stringify(data.path)}:`, data.value);
},
error: (err) => console.error('Observation error:', err)
});
jsonStream.end(JSON.stringify({
order: {
id: 123,
items: [
{ name: "Widget", qty: 4 },
{ name: "Gadget", qty: 2 }
]
}
}), 'utf-8');In some cases, you might want to observe a value alongside all its descendants. The Rest symbol allows you to capture both a nested value and its whole subtree. Given the following JSON:
{
"data": {
"metrics": [10, 20, 30],
"status": "ok"
}
}The following code will observe each element in the data.metrics array as well as the complete metrics array:
import { JsonStream, Rest } from '@sapientpro/json-stream';
const jsonStream = new JsonStream();
// Observe all values in the "data.metrics" and also the final complete array.
jsonStream.observe(['data', 'metrics', Rest]).subscribe({
next: (data) => {
console.log(`Observed at path ${JSON.stringify(data.path)}:`, data.value);
}
});
jsonStream.end(JSON.stringify({
data: {
metrics: [10, 20, 30],
status: "ok"
}
}), 'utf-8');If your JSON content is embedded within a larger text file, you can specify a marker token so that parsing only begins after the token is found. Consider a file where a JSON block follows a markdown code fence:
Some introductory text...
```json
{"message": "Hello, world!"}
```You can configure the JsonStream to start parsing after the marker:
import { JsonStream } from '@sapientpro/json-stream';
const marker = '```json';
const jsonStream = new JsonStream(marker);
jsonStream.value().then((json) => {
console.log('Parsed JSON after marker:', json);
});
jsonStream.end(`
Some introductory text...
\`\`\`json
{"message": "Hello, world!"}
\`\`\`
Some trailing text...`, 'utf-8');new JsonStream([start: string])
Creates a new instance of the JSON stream parser.
- start (optional): A substring that indicates where to begin parsing. If provided, the parser will trim the initial data to start with this token.
Properties
- json: Returns the part of the JSON that has been parsed so far (a string).
Methods
-
value<T = any>(name?: string|string[]): Promise<T>Returns a promise that resolves with the JSON value located at the given property path.
-
stream(name: string|string[]): ReadableCreates and returns a Node.js Readable stream that streams out the JSON string value for a specific property as it is parsed.
-
observe<T = any>(path?: Path): Observable<{ path: string[], value: T }>Returns an RxJS Observable that emits updates for the JSON value located at the given path.
Any syntax errors or stream errors during parsing will be emitted via the stream’s 'error' event. Always attach an error listener to handle possible errors gracefully:
jsonStream.on('error', (err) => {
console.error('Error encountered:', err);
});Contributions and improvements are welcome! Please open an issue or submit a pull request if you encounter any bugs or have suggestions for new features.
MIT