ngram search
1.0.0
該庫允許將許多字符串索引到一個文件中,然後對所索引的內容有效地模糊匹配字符串。
當前,該結構是在寫入文件之前內置內存的,因此該階段使用大量RAM。
字符串搜索是從文件完成的,幾乎不需要內存。
索引是一個三角結構,可以在其中抬頭。對輸入的每個三元段的結果進行匹配並分類以獲得最相似的字符串。
示例(生鏽):
// Build index
let mut builder = Ngrams :: builder ( ) ;
builder . add ( "spam" , 0 ) ;
builder . add ( "ham" , 1 ) ;
builder . add ( "mam" , 2 ) ;
// Write it to a file
let mut file = BufWriter :: new ( File :: create ( path ) . unwrap ( ) ) ;
builder . write ( & mut file ) . unwrap ( ) ;
// Search our index
let mut data = Ngrams :: open ( path ) . unwrap ( ) ;
assert_eq ! (
data . search ( "ham" , 0.24 ) . unwrap ( ) ,
vec! [
( 1 , 1.0 ) , // "ham" is an exact match
( 2 , 0.25 ) , // "mam" is close
] ,
) ;
assert_eq ! (
data . search ( "spa" , 0.2 ) . unwrap ( ) ,
vec! [
( 0 , 0.375 ) , // "spam" is close
] ,
) ;示例(Python):
> >> from ngram_search import Ngrams
> >> ngrams = Ngrams ( path )
> >> ngrams . search ( "ham" , 0.24 )
[( 0 , 1.0 ), ( 2 , 0.25 )]
> >> ngrams . search ( "spa" , 0.2 )
[( 0 , 0.375 )]