10 releases
0.4.0 | Oct 18, 2024 |
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0.3.2 | Oct 2, 2023 |
0.3.1 | Dec 8, 2022 |
0.3.0 | Aug 29, 2021 |
0.1.2 | Oct 6, 2020 |
#282 in Algorithms
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Used in 3 crates
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Fuse-rust
What is Fuse?
Fuse is a super lightweight library which provides a simple way to do fuzzy searching.
Fuse-RS is a port of https://github.com/krisk/fuse-swift written purely in rust.
Usage
An example of a real use case, a search bar made using iced is also available.
Try it using
cargo run --package search_bar
Check all available examples and their source code here.
Async
Use the feature flag "async" to also be able to use async functions.
fuse-rust = { version = ..., features = ["async"]}
Initializing
The first step is to create a fuse object, with the necessary parameters. Fuse::default, returns the following parameters.
Fuse::default() = Fuse{
location: 0, // Approx where to start looking for the pattern
distance: 100, // Maximum distance the score should scale to
threshold: 0.6, // A threshold for guess work
max_pattern_length: 32, // max valid pattern length
is_case_sensitive: false,
tokenize: false, // the input search text should be tokenized
}
For how to implement individual searching operations, check the examples.
Options
As given above, Fuse takes the following options
location
: Approximately where in the text is the pattern expected to be found. Defaults to0
distance
: Determines how close the match must be to the fuzzylocation
(specified above). An exact letter match which isdistance
characters away from the fuzzy location would score as a complete mismatch. A distance of0
requires the match be at the exactlocation
specified, adistance
of1000
would require a perfect match to be within800
characters of the fuzzy location to be found using a 0.8 threshold. Defaults to100
threshold
: At what point does the match algorithm give up. A threshold of0.0
requires a perfect match (of both letters and location), a threshold of1.0
would match anything. Defaults to0.6
maxPatternLength
: The maximum valid pattern length. The longer the pattern, the more intensive the search operation will be. If the pattern exceeds themaxPatternLength
, thesearch
operation will returnnil
. Why is this important? Read this. Defaults to32
isCaseSensitive
: Indicates whether comparisons should be case sensitive. Defaults tofalse