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use crate::Value;
pub fn did_you_mean(obj_source: &Value, field_tried: String) -> Option<Vec<String>> {
let possibilities = obj_source.data_descriptors();
let mut possible_matches: Vec<_> = possibilities
.into_iter()
.map(|word| {
let edit_distance = levenshtein_distance(&word, &field_tried);
(edit_distance, word)
})
.collect();
if !possible_matches.is_empty() {
possible_matches.sort();
let words_matched: Vec<String> = possible_matches.into_iter().map(|m| m.1).collect();
Some(words_matched)
} else {
None
}
}
pub fn levenshtein_distance(a: &str, b: &str) -> usize {
let mut result = 0;
if a == b {
return result;
}
let length_a = a.chars().count();
let length_b = b.chars().count();
if length_a == 0 {
return length_b;
}
if length_b == 0 {
return length_a;
}
let mut cache: Vec<usize> = (1..).take(length_a).collect();
let mut distance_a;
let mut distance_b;
for (index_b, code_b) in b.chars().enumerate() {
result = index_b;
distance_a = index_b;
for (index_a, code_a) in a.chars().enumerate() {
distance_b = if code_a == code_b {
distance_a
} else {
distance_a + 1
};
distance_a = cache[index_a];
result = if distance_a > result {
if distance_b > result {
result + 1
} else {
distance_b
}
} else if distance_b > distance_a {
distance_a + 1
} else {
distance_b
};
cache[index_a] = result;
}
}
result
}
#[cfg(test)]
mod test {
use super::*;
use crate::UntaggedValue;
use indexmap::indexmap;
use nu_source::Tag;
#[test]
fn did_you_mean_returns_possible_column_matches() {
let value = UntaggedValue::row(indexmap! {
"dog".to_string() => UntaggedValue::int(1).into(),
"cat".to_string() => UntaggedValue::int(1).into(),
"alt".to_string() => UntaggedValue::int(1).into(),
});
let source = Value {
tag: Tag::unknown(),
value,
};
assert_eq!(
Some(vec![
"cat".to_string(),
"alt".to_string(),
"dog".to_string()
]),
did_you_mean(&source, "hat".to_string())
)
}
#[test]
fn did_you_mean_returns_no_matches_when_empty() {
let empty_source = Value {
tag: Tag::unknown(),
value: UntaggedValue::row(indexmap! {}),
};
assert_eq!(None, did_you_mean(&empty_source, "hat".to_string()))
}
#[test]
fn test_levenshtein_distance() {
assert_eq!(super::levenshtein_distance("hello world", "hello world"), 0);
assert_eq!(super::levenshtein_distance("hello", "hello world"), 6);
assert_eq!(super::levenshtein_distance("°C", "°C"), 0);
assert_eq!(super::levenshtein_distance("°", "°C"), 1);
}
}