Understanding JSON: A Beginner's Guide
June 15, 2023
5 min read
JSON (JavaScript Object Notation) has become the de facto standard for data interchange on the web. It's lightweight, human-readable, and easy for machines to parse and generate.
What is JSON?
JSON is a text-based data format following JavaScript object syntax, which was popularized by Douglas Crockford. Even though it closely resembles JavaScript object literal syntax, it can be used independently from JavaScript.
Basic JSON Structure
JSON data is written as name/value pairs (aka key/value pairs). A name/value pair consists of a field name (in double quotes), followed by a colon, followed by a value:
{
"name": "John Doe",
"age": 30,
"isStudent": false,
"courses": ["Math", "Science"],
"address": {
"street": "123 Main St",
"city": "Anytown"
}
}
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Common JSON Mistakes and How to Avoid Them
July 2, 2023
7 min read
While JSON is relatively simple, there are several common mistakes that developers make when working with JSON data. Being aware of these can save you hours of debugging.
1. Trailing Commas
Unlike JavaScript objects, JSON does not allow trailing commas after the last property in an object or array. This will cause a parse error:
{
"name": "John", // Valid
"age": 30, // Valid
"city": "NY", // INVALID trailing comma
}
2. Unquoted Keys
All keys in JSON must be quoted with double quotes. Single quotes are not valid:
{
name: "John", // INVALID - keys must be in double quotes
"age": 30 // Valid
}
3. Comments in JSON
JSON does not support comments. While some parsers may ignore them, they are not part of the specification and should be avoided.
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Advanced JSON Techniques: Working with Large Datasets
August 10, 2023
10 min read
When working with large JSON datasets, performance and memory usage become critical concerns. Here are some techniques to handle large JSON files effectively.
Streaming JSON Parsers
For very large JSON files that don't fit in memory, consider using a streaming JSON parser like JSONStream for Node.js or JsonReader in C#. These parse the file in chunks rather than loading it all at once.
Compression
JSON compresses well with algorithms like Gzip. If you're transmitting large JSON payloads over the network, always enable compression on your web server.
Binary JSON Alternatives
For extremely large datasets, consider binary JSON alternatives like BSON or MessagePack which are more space-efficient and faster to parse.
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