Convert NDJSON to SQL

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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

SQL

SQL is a standard language for storing, manipulating, and retrieving data in relational database systems. SQL files contain statements that define or manipulate database structures and data.

Technical Details

SQL files can contain various types of statements including DDL (Data Definition Language), DML (Data Manipulation Language), and queries. They are typically plain text and can be executed by various database systems.

Advantages

  • Database-agnostic (standard SQL)
  • Human-readable and editable
  • Can represent both schema and data
  • Widely supported by database tools

Limitations

  • Vendor-specific features may not be portable
  • Not optimized for data analysis
  • Can be verbose for large datasets
  • Performance depends on database execution

Common Use Cases

Data Interoperability

Convert NDJSON to SQL to work with systems that support different formats.

Data Integration

Transform NDJSON data into SQL for seamless integration with other tools and workflows.

Common Questions

Convert NDJSON to Other Formats