Self-contained offline address parser powered by libpostal (global model)
Project description
address-finder
A fully self-contained Python address parser built on libpostal.
- Zero HTTP/S3 calls at runtime
- Global model, quantized (int8) + zstd-22 compressed
- Works completely offline after install
Install
pip install address-finder
Usage
from address_finder import parse_address, expand_address
parse_address("781 Franklin Ave Crown Heights Brooklyn NYC NY 11216 USA")
# [('781', 'house_number'), ('franklin ave', 'road'), ...]
expand_address("Quatre vingt douze R. de la Roquette")
# ['92 rue de la roquette', ...]
Build from Source
# 1. Compile libpostal (Linux/Mac) or use WSL on Windows
bash scripts/build_libpostal.sh
# 2. Quantize model weights
python scripts/quantize_model.py --src /tmp/postal_raw --dst address_finder/_data_raw
# 3. Re-encode tries as DAWG (optional)
python scripts/build_dawg.py --datadir address_finder/_data_raw
# 4. Compress bundle
python scripts/compress_bundle.py
# 5. Build wheel
pip wheel . -w dist/
Windows
See scripts/build_windows.ps1 for step-by-step Windows build using WSL.
Project details
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- Download URL: address_finder-1.0.1-py3-none-win_amd64.whl
- Upload date:
- Size: 4.4 MB
- Tags: Python 3, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.5
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