Fast JSON library with SIMD acceleration - drop-in orjson replacement + extended features
Project description
fionn-py
Python bindings for fionn - Fast JSON library with SIMD acceleration.
Features
- Drop-in orjson replacement:
import fionnworks likeimport orjson - ISONL streaming: 11.9x faster than fastest JSON parser (sonic-rs)
- JSONL streaming: Schema-filtered parsing with batch processing
- Multi-format: YAML, TOML, CSV, ISON, TOON parsing
- Extended ops: Gron, Diff/Patch, CRDT, Tape API
Installation
# Using uv (recommended)
uv pip install fionn
# Using pip
pip install fionn
Quick Start
orjson-compatible API
import fionn
# Parse JSON
data = fionn.loads(b'{"name": "Alice", "age": 30}')
# Serialize JSON
output = fionn.dumps(data, option=fionn.OPT_INDENT_2)
ISONL Streaming (11.9x faster)
import fionn.ext as fx
# Read ISONL (schema-embedded, zero inference overhead)
for batch in fx.IsonlReader("data.isonl"):
for record in batch:
process(record)
# Convert JSONL to ISONL for 11.9x speedup on repeated reads
fx.jsonl_to_isonl("input.jsonl", "output.isonl", table="events", infer_schema=True)
Performance
| Operation | Baseline | fionn | Speedup |
|---|---|---|---|
| JSON loads | orjson | match | 1x |
| JSONL streaming | sonic-rs | match | 1x |
| ISONL streaming | sonic-rs | 11.9x faster | 11.9x |
Development
# Install dev dependencies
uv sync --dev
# Build
maturin develop
# Test
pytest
# Lint
ruff check .
# Type check
mypy .
License
MIT OR Apache-2.0
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