use std::collections::HashMap;
use crate::arrow::*;
use crate::gender::*;
use crate::prelude::*;
use crate::util::logging::item_progress;
#[derive(Debug, Default)]
pub struct AuthorInfo {
pub n_author_recs: u32,
pub genders: GenderBag,
}
pub type AuthorTable = HashMap<String, AuthorInfo>;
#[derive(TableRow, Debug)]
struct NameRow {
rec_id: u32,
name: String,
}
#[derive(TableRow, Debug)]
struct GenderRow {
rec_id: u32,
gender: String,
}
fn viaf_load_names() -> Result<HashMap<u32, Vec<String>>> {
let mut map: HashMap<u32, Vec<String>> = HashMap::new();
info!("loading VIAF author names");
let iter = scan_parquet_file("viaf/author-name-index.parquet")?;
let pb = item_progress(iter.remaining() as u64, "authors");
let iter = pb.wrap_iter(iter);
let timer = Timer::new();
for row in iter {
let row: NameRow = row?;
map.entry(row.rec_id).or_default().push(row.name);
}
info!(
"loaded authors for {} records in {}",
map.len(),
timer.human_elapsed()
);
Ok(map)
}
fn viaf_load_genders() -> Result<HashMap<u32, GenderBag>> {
let mut map: HashMap<u32, GenderBag> = HashMap::new();
let timer = Timer::new();
info!("loading VIAF author genders");
let iter = scan_parquet_file("viaf/author-genders.parquet")?;
let pb = item_progress(iter.remaining(), "authors");
let iter = pb.wrap_iter(iter);
for row in iter {
let row: GenderRow = row?;
let gender: Gender = row.gender.into();
map.entry(row.rec_id).or_default().add(gender);
}
info!(
"loaded genders for {} records in {}",
map.len(),
timer.human_elapsed()
);
Ok(map)
}
#[inline(never)]
pub fn viaf_author_table() -> Result<AuthorTable> {
let mut table = AuthorTable::new();
let rec_names = viaf_load_names()?;
let rec_genders = viaf_load_genders()?;
info!("merging gender records");
let pb = item_progress(rec_names.len() as u64, "clusters");
let timer = Timer::new();
for (rec_id, names) in pb.wrap_iter(rec_names.into_iter()) {
let genders = rec_genders.get(&rec_id);
for name in names {
let rec = table.entry(name).or_default();
rec.n_author_recs += 1;
if let Some(bag) = genders {
rec.genders.merge_from(bag);
}
}
}
info!("merged {} gender records in {}", table.len(), timer);
Ok(table)
}