fasttoml 0.2.0b1

Fast TOML parser for Python with SIMD optimizations

FastTOML

Fast TOML parser for Python with SIMD optimizations.

Features

• ⚡ Fast: 5-10x faster than existing TOML parsers
• 🎯 SIMD Optimized: Uses AVX2/SSE4.2 for maximum performance
• 🔧 Drop-in Replacement: Compatible API with existing TOML libraries
• 📦 Full TOML v1.0.0 Support: Complete specification implementation
• 🚀 C++17 Backend: High-performance native implementation

Installation

pip install fasttoml

Usage

import fasttoml

# Parse TOML string
toml_str = '''
title = "TOML Example"
[owner]
name = "Tom Preston-Werner"
age = 42
'''

data = fasttoml.loads(toml_str)
print(data)

# Parse TOML file
data = fasttoml.load('config.toml')

# Serialize dict to TOML string
toml_out = fasttoml.dumps(data)

# Write dict to a TOML file
fasttoml.dump(data, 'output.toml')

Performance

FastTOML is designed for maximum performance using SIMD optimizations. Benchmarks compare against tomli (and optionally toml).

Run benchmarks:

pip install -e .[dev]
pytest tests/test_benchmark.py -v --benchmark-only

Example results (vs tomli): ~6–9× faster depending on document size (small/medium/large/real-world TOML). Results are grouped by payload size; install tomli (or use Python 3.11+ with built-in tomllib) for comparison.

Status and limitations

• Status: Alpha. Suitable for parsing configs and tests; run the test suite before relying in production.
• API: loads(s), load(fp), dumps(obj), and dump(obj, fp) are provided. Serialization (dumps/dump) is implemented in Python.
• Types: Offset datetimes (with Z or +/-HH:MM) are returned as timezone-aware datetime (UTC). Local datetime (no offset, e.g. 1979-05-27T07:32:00) is returned as a string for toml-test/tagged-JSON compatibility. Date-only and time-only TOML values are returned as strings ("YYYY-MM-DD", "HH:MM:SS").
• Invalid TOML: Invalid input raises ValueError with an error message; the parser does not crash on malformed data.

Requirements

• Python 3.10+
• CMake 3.15+
• C++17 compatible compiler

Development

# Install development dependencies
pip install -e .[dev]

# Build
python setup.py build_ext --inplace

# Run tests (excluding long benchmarks)
pytest tests/ --ignore=tests/test_benchmark.py

# Run benchmarks vs tomli
pytest tests/test_benchmark.py -v --benchmark-only

# Run toml-test suite (optional)
# Option A: use the official toml-test binary (requires Go)
#   go install github.com/toml-lang/toml-test/v2/cmd/toml-test@latest
#   python scripts/run_toml_test.py
# Option B: pytest over cloned toml-test (clone once, then)
#   pytest tests/test_toml_test_suite.py -v
#   (uses .toml-test/ if present, else clones from GitHub; by default 80 valid + 10 invalid; TOML_TEST_FULL=1 runs all valid with 9 decoder-format skips, invalid still limited to 10)

License

MIT