GridPin

Offline forward and reverse geocoding from a memory-mapped country file. Off the grid. On the grid.

No server, no database import, no per-request fees, and every geocoding query stays on your machine. After you install the package and download a sheet, GridPin makes no network requests.

pip install gridpin

The wheel contains the engine, not the data: download a country sheet separately. Free static sheets for France, Italy, the Netherlands and Serbia are listed at https://gridpin.dev/docs.html#delivery — no account, no key, no sign-up.

import gridpin

g = gridpin.Geocoder("france.bin")
g.geocode("8 Boulevard du Port, Amiens", 1)
g.reverse(49.8945, 2.2949, 1)

# optional POI layer (cascade built in: address index first,
# POI only on weak results, exact addresses never overridden)
g = gridpin.Geocoder("france.bin", poi="fr_poi.bin")

Three limits worth knowing before you build on this:

• Reverse returns the nearest indexed address — or a street-centroid approximation — together with distance_m. It is not a rooftop fix.

• Speed: exact lookups run at ~3,000/s, measured on the France sheet and a single arm64 laptop core. Typo-tolerant fuzzy matching is much slower (tens of ms/query) — use geocode_many() to batch.

• POI is France-only today and opt-in. Address lookup is the core product; the POI layer is younger and never overrides an exact address match.

• Country files & docs: https://gridpin.dev/docs.html

• Quality benchmark, including where other geocoders score higher: https://gridpin.dev/bench.html

• Source: https://github.com/gridpin/gridpin

• Issues: https://github.com/gridpin/gridpin/issues

• Engine license: Apache-2.0. Data files carry their own source licenses — see https://github.com/gridpin/gridpin/blob/main/ATTRIBUTIONS.md