How to resolve the algorithm Inverted index step by step in the Factor programming language
Published on 12 May 2024 09:40 PM
How to resolve the algorithm Inverted index step by step in the Factor programming language
Table of Contents
Problem Statement
An Inverted Index is a data structure used to create full text search.
Given a set of text files, implement a program to create an inverted index. Also create a user interface to do a search using that inverted index which returns a list of files that contain the query term / terms. The search index can be in memory.
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Inverted index step by step in the Factor programming language
Source code in the factor programming language
USING: assocs fry io.encodings.utf8 io.files kernel sequences
sets splitting vectors ;
IN: rosettacode.inverted-index
: file-words ( file -- assoc )
utf8 file-contents " ,;:!?.()[]{}\n\r" split harvest ;
: add-to-file-list ( files file -- files )
over [ swap [ adjoin ] keep ] [ nip 1vector ] if ;
: add-to-index ( words index file -- )
'[ _ [ _ add-to-file-list ] change-at ] each ;
: (index-files) ( files index -- )
[ [ [ file-words ] keep ] dip swap add-to-index ] curry each ;
: index-files ( files -- index )
H{ } clone [ (index-files) ] keep ;
: query ( terms index -- files )
[ at ] curry map [ ] [ intersect ] map-reduce ;
( scratchpad ) { "f1" "f2" "f3" } index-files
--- Data stack:
H{ { "a" ~vector~ } { "is" ~vector~ } { "what" ~vector~ } { ...
( scratchpad ) { "what" "is" "it" } swap query .
V{ "f1" "f2" }
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