Convert NDJSON to JSON

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NDJSON

NDJSON (Newline Delimited JSON) is a format where each line is a valid JSON object, making it easier to process large datasets sequentially.

Technical Details

Each line in an NDJSON file is a complete, self-contained JSON object ended by a newline character. This allows for streaming processing without loading the entire file into memory.

Advantages

  • Streaming-friendly for large datasets
  • Easy to append new records
  • Each record can be processed independently
  • Simpler to parse than JSON arrays for large datasets

Limitations

  • No support for cross-record references
  • Less widely supported than standard JSON
  • Each line must be a complete JSON object
  • Not suitable for deeply nested relationships
JSON

JSON (JavaScript Object Notation) is a lightweight data format that uses human-readable text to store and transmit data objects. It's widely used for data exchange between web applications and servers, API responses, configuration files, and data storage.

Technical Details

JSON represents data with key-value pairs in a nested structure. It supports strings, numbers, booleans, arrays, objects, and null values, making it flexible for various data types. JSON is language-independent but derived from JavaScript syntax, making it particularly popular in web development. JSON files use the .json extension and have a MIME type of application/json.

Advantages

  • Supports complex, nested data structures
  • Native support in JavaScript and most modern programming languages
  • Self-describing and human-readable
  • Compact compared to XML and other structured formats
  • Language-independent and widely adopted as a standard
  • Perfect for API responses and data transfer
  • No special parsing tools needed - standard in most programming languages

Limitations

  • Not ideal for tabular data analysis
  • No support for comments or metadata
  • Can be verbose for large datasets
  • No schema validation built into the format itself
  • Nested structures can be difficult to analyze in spreadsheet tools
  • Converting to tabular formats requires flattening of nested objects

Common Use Cases

API Compatibility

Convert NDJSON log data or records into standard JSON arrays for APIs that require standard JSON format.

Data Analysis Preparation

Transform streaming NDJSON data into a complete JSON dataset for analysis in tools that expect standard JSON.

Application Integration

Convert NDJSON exports from data systems into standard JSON for integration with applications and services.

Common Questions

Convert NDJSON to Other Formats