This crate provides a library for spell correction of city names using a fuzzy search scoring system that has optional weighting for distance.
What that means is that if you supply your current GPS coordinates, then the spelling correction suggested results takes your current location heavily into account when scoring each potential match.
Currently only supports USA and Canada, working on expanding to other countries ASAP.
To use this library just add city-spellcheck to your Cargo.toml file:
[dependencies]
city-spellcheck = "0.1.1"Now you can use it:
use city_spellcheck::*;To take a look at a very simple RESTful API (with only one route) that uses this library, check out the City-Spellcheck Web Api
use city_spellcheck::*;
let mut cities = CityData::new();
cities
.populate_from_file("data/cities_canada-usa-filtered.csv")
.unwrap();
let london = Coordinate::new(42.98339, -81.23304);
let results = cities.search("London", Some(london));
assert_eq!(
format!("{:?}", results),
"[FuzzyResult { city: \"London, ON, CA\", latitude: 42.98339, longitude: -81.23304, score: 1.0 }, FuzzyResult { city: \"London, OH, US\", latitude: 39.88645, longitude: -83.44825, score: 0.6252391 }, FuzzyResult { city: \"London, KY, US\", latitude: 37.12898, longitude: -84.08326, score: 0.6250727 }, FuzzyResult { city: \"Lemont, IL, US\", latitude: 41.67364, longitude: -88.00173, score: 0.52094036 }, FuzzyResult { city: \"Brant, ON, CA\", latitude: 43.1334, longitude: -80.34967, score: 0.5208334 }]");Please explore the documentation to learn more. Nearly all useful methods are on the CityData struct.