whereabouts 0.2.0

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Whereabouts

Fast, scalable geocoding for Python using DuckDB

Description

Geocode addresses and reverse geocode coordinates directly from Python in your own environment.

• No additional database setup required. Uses DuckDB to run all queries
• No need to send data to an external geocoding API
• Fast (Geocode 1000s / sec and reverse geocode 200,000s / sec)
• Robust to typographical errors

Currently only working for Australian data.

Requirements

• Python 3.8+
• Poetry (for package management)

Installation

Once Poetry is installed and you are in the project directory:

poetry shell
poetry install

1. Download the latest version of GNAF core from https://geoscape.com.au/data/g-naf-core/
2. Update the setup.yml file to point to the location of the GNAF core file
3. Finally, setup the geocoder. This creates the required reference tables

python setup_geocoder.py

Examples

Geocode a list of addresses

from whereabouts.Matcher import Matcher

matcher = Matcher(db_name='gnaf_au')
matcher.geocode(addresslist, how='standard')

For more accurate geocoding you can use trigram phrases rather than token phrases

matcher.geocode(addresslist, how='trigram')