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Ion Format

Description​

Ion is a richly-typed, self-describing, hierarchical data serialization format. It was developed by Amazon and is used in Amazon's services. Ion supports a superset of JSON data types plus additional types like timestamps, decimals, and symbols.

File Extensions​

  • .ion - Ion files

Implementation Details​

Reading​

The Ion implementation:

  • Uses ion-python library for reading
  • Reads Ion data from binary stream
  • Converts Ion values to Python dictionaries
  • Handles arrays, structs, and single values

Writing​

Writing support:

  • Serializes Python dictionaries to Ion format
  • Writes Ion binary data
  • Supports nested structures

Key Features​

  • Rich types: Supports more types than JSON
  • Self-describing: Type information embedded in data
  • Hierarchical: Supports complex nested structures
  • Amazon format: Used in Amazon services

Usage​

from iterable import open_iterable

# Basic reading
source = open_iterable('data.ion')
for row in source:
    print(row)
source.close()

# Writing
dest = open_iterable('output.ion', mode='w')
dest.write({'name': 'John', 'age': 30})
dest.close()

Parameters​

No specific parameters required.

Limitations​

  1. ion-python dependency: Requires ion-python package
  2. Binary format: Not human-readable
  3. Memory usage: Entire file may be loaded into memory
  4. Less common: Not as widely used as JSON or other formats

Compression Support​

Ion files can be compressed with all supported codecs:

  • GZip (.ion.gz)
  • BZip2 (.ion.bz2)
  • LZMA (.ion.xz)
  • LZ4 (.ion.lz4)
  • ZIP (.ion.zip)
  • Brotli (.ion.br)
  • ZStandard (.ion.zst)

Use Cases​

  • Amazon services: Working with Amazon data formats
  • Rich data types: When you need more types than JSON
  • Self-describing data: When type information is important