// TODO make the raptor binary expose multiple subcommand
// make only one binary
extern crate raptor;
extern crate serde_json;
#[macro_use] extern crate serde_derive;
extern crate unidecode;
use std::path::Path;
use std::collections::HashSet;
use std::fs::{self, File};
use std::io::{self, BufReader, BufRead};
use std::iter;
use raptor::{DocIndexMapBuilder, DocIndexMap, DocIndex};
use serde_json::from_str;
use unidecode::unidecode;
#[derive(Debug, Deserialize)]
struct Product {
title: String,
product_id: u64,
ft: String,
}
fn set_readonly
(path: P, readonly: bool) -> io::Result<()>
where P: AsRef
{
let mut perms = fs::metadata(&path)?.permissions();
perms.set_readonly(readonly);
fs::set_permissions(&path, perms)
}
fn main() {
let data = File::open("products.json_lines").unwrap();
let data = BufReader::new(data);
let common_words = {
match File::open("fr.stopwords.txt") {
Ok(file) => {
let file = BufReader::new(file);
let mut set = HashSet::new();
for line in file.lines().filter_map(|l| l.ok()) {
for word in line.split_whitespace() {
set.insert(word.to_owned());
}
}
set
},
Err(e) => {
eprintln!("{:?}", e);
HashSet::new()
},
}
};
let mut builder = DocIndexMapBuilder::new();
for line in data.lines() {
let line = line.unwrap();
let product: Product = from_str(&line).unwrap();
let title = iter::repeat(0).zip(product.title.split_whitespace()).filter(|&(_, w)| !common_words.contains(w)).enumerate();
let description = iter::repeat(1).zip(product.ft.split_whitespace()).filter(|&(_, w)| !common_words.contains(w)).enumerate();
let words = title.chain(description);
for (i, (attr, word)) in words {
let doc_index = DocIndex {
document: product.product_id,
attribute: attr,
attribute_index: i as u32,
};
// insert the exact representation
let word_lower = word.to_lowercase();
// and the unidecoded lowercased version
let word_unidecoded = unidecode(word).to_lowercase();
if word_lower != word_unidecoded {
builder.insert(word_unidecoded, doc_index);
}
builder.insert(word_lower, doc_index);
}
}
let map = File::create("map.fst").unwrap();
let values = File::create("values.vecs").unwrap();
let (map, values) = builder.build(map, values).unwrap();
set_readonly("map.fst", true).unwrap();
set_readonly("values.vecs", true).unwrap();
println!("Checking the dump consistency...");
unsafe { DocIndexMap::from_paths("map.fst", "values.vecs").unwrap() };
}