#[global_allocator] static ALLOC: jemallocator::Jemalloc = jemallocator::Jemalloc; use std::collections::{HashMap, HashSet}; use std::io::{self, BufRead, BufReader}; use std::path::{Path, PathBuf}; use std::error::Error; use std::borrow::Cow; use std::fs::File; use serde_derive::{Serialize, Deserialize}; use structopt::StructOpt; use meilidb::database::{Database, Schema}; use meilidb::tokenizer::DefaultBuilder; #[derive(Debug, StructOpt)] pub struct Opt { /// The destination where the database must be created. #[structopt(parse(from_os_str))] pub database_path: PathBuf, /// The csv file to index. #[structopt(parse(from_os_str))] pub csv_data_path: PathBuf, /// The path to the schema. #[structopt(long = "schema", parse(from_os_str))] pub schema_path: PathBuf, /// The path to the list of stop words (one by line). #[structopt(long = "stop-words", parse(from_os_str))] pub stop_words_path: Option, #[structopt(long = "update-group-size")] pub update_group_size: Option, } #[derive(Serialize, Deserialize)] struct Document<'a> ( #[serde(borrow)] HashMap, Cow<'a, str>> ); fn index( schema: Schema, database_path: &Path, csv_data_path: &Path, update_group_size: Option, stop_words: &HashSet, ) -> Result> { let database = Database::create(database_path)?; database.create_index("default", &schema)?; let mut rdr = csv::Reader::from_path(csv_data_path)?; let mut raw_record = csv::StringRecord::new(); let headers = rdr.headers()?.clone(); let mut i = 0; let mut end_of_file = false; while !end_of_file { let tokenizer_builder = DefaultBuilder::new(); let mut update = database.start_update("default")?; loop { end_of_file = !rdr.read_record(&mut raw_record)?; if end_of_file { break } let document: Document = match raw_record.deserialize(Some(&headers)) { Ok(document) => document, Err(e) => { eprintln!("{:?}", e); continue; } }; update.update_document(&document, &tokenizer_builder, &stop_words)?; print!("\rindexing document {}", i); i += 1; if let Some(group_size) = update_group_size { if i % group_size == 0 { break } } } println!(); println!("committing update..."); database.commit_update(update)?; } Ok(database) } fn retrieve_stop_words(path: &Path) -> io::Result> { let f = File::open(path)?; let reader = BufReader::new(f); let mut words = HashSet::new(); for line in reader.lines() { let line = line?; let word = line.trim().to_string(); words.insert(word); } Ok(words) } fn main() -> Result<(), Box> { let _ = env_logger::init(); let opt = Opt::from_args(); let schema = { let file = File::open(&opt.schema_path)?; Schema::from_toml(file)? }; let stop_words = match opt.stop_words_path { Some(ref path) => retrieve_stop_words(path)?, None => HashSet::new(), }; let (elapsed, result) = elapsed::measure_time(|| { index(schema, &opt.database_path, &opt.csv_data_path, opt.update_group_size, &stop_words) }); if let Err(e) = result { return Err(e.into()) } println!("database created in {} at: {:?}", elapsed, opt.database_path); Ok(()) }