MeiliSearch/milli/src/search/distinct/mod.rs

139 lines
4.8 KiB
Rust

mod facet_distinct;
mod noop_distinct;
pub use facet_distinct::FacetDistinct;
pub use noop_distinct::NoopDistinct;
use roaring::RoaringBitmap;
use crate::{DocumentId, Result};
/// A trait implemented by document interators that are returned by calls to `Distinct::distinct`.
/// It provides a way to get back the ownership to the excluded set.
pub trait DocIter: Iterator<Item = Result<DocumentId>> {
/// Returns ownership on the internal exluded set.
fn into_excluded(self) -> RoaringBitmap;
}
/// A trait that is implemented by structs that perform a distinct on `candidates`. Calling distinct
/// must return an iterator containing only distinct documents, and add the discarded documents to
/// the excluded set. The excluded set can later be retrieved by calling `DocIter::excluded` on the
/// returned iterator.
pub trait Distinct {
type Iter: DocIter;
fn distinct(&mut self, candidates: RoaringBitmap, excluded: RoaringBitmap) -> Self::Iter;
}
#[cfg(test)]
mod test {
use std::collections::HashSet;
use once_cell::sync::Lazy;
use rand::seq::SliceRandom;
use rand::Rng;
use roaring::RoaringBitmap;
use serde_json::{json, Value};
use crate::index::tests::TempIndex;
use crate::index::Index;
use crate::update::{IndexDocumentsMethod, UpdateBuilder, UpdateFormat};
use crate::{DocumentId, FieldId, BEU32};
static JSON: Lazy<Value> = Lazy::new(generate_json);
fn generate_json() -> Value {
let mut rng = rand::thread_rng();
let num_docs = rng.gen_range(10..30);
let mut documents = Vec::new();
let txts = ["toto", "titi", "tata"];
let cats = (1..10).map(|i| i.to_string()).collect::<Vec<_>>();
let cat_ints = (1..10).collect::<Vec<_>>();
for i in 0..num_docs {
let txt = txts.choose(&mut rng).unwrap();
let mut sample_txts = cats.clone();
sample_txts.shuffle(&mut rng);
let mut sample_ints = cat_ints.clone();
sample_ints.shuffle(&mut rng);
let doc = json!({
"id": i,
"txt": txt,
"cat-int": rng.gen_range(0..3),
"txts": sample_txts[..(rng.gen_range(0..3))],
"cat-ints": sample_ints[..(rng.gen_range(0..3))],
});
documents.push(doc);
}
Value::Array(documents)
}
/// Returns a temporary index populated with random test documents, the FieldId for the
/// distinct attribute, and the RoaringBitmap with the document ids.
pub(crate) fn generate_index(distinct: &str) -> (TempIndex, FieldId, RoaringBitmap) {
let index = TempIndex::new();
let mut txn = index.write_txn().unwrap();
// set distinct and faceted attributes for the index.
let builder = UpdateBuilder::new(0);
let mut update = builder.settings(&mut txn, &index);
update.set_distinct_field(distinct.to_string());
update.execute(|_, _| ()).unwrap();
// add documents to the index
let builder = UpdateBuilder::new(1);
let mut addition = builder.index_documents(&mut txn, &index);
addition.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
addition.update_format(UpdateFormat::Json);
addition.execute(JSON.to_string().as_bytes(), |_, _| ()).unwrap();
let fields_map = index.fields_ids_map(&txn).unwrap();
let fid = fields_map.id(&distinct).unwrap();
let map = (0..JSON.as_array().unwrap().len() as u32).collect();
txn.commit().unwrap();
(index, fid, map)
}
/// Checks that all the candidates are distinct, and returns the candidates number.
pub(crate) fn validate_distinct_candidates(
candidates: impl Iterator<Item = crate::Result<DocumentId>>,
distinct: FieldId,
index: &Index,
) -> usize {
fn test(seen: &mut HashSet<String>, value: &Value) {
match value {
Value::Null | Value::Object(_) | Value::Bool(_) => (),
Value::Number(_) | Value::String(_) => {
let s = value.to_string();
assert!(seen.insert(s));
}
Value::Array(values) => values.into_iter().for_each(|value| test(seen, value)),
}
}
let mut seen = HashSet::<String>::new();
let txn = index.read_txn().unwrap();
let mut count = 0;
for candidate in candidates {
count += 1;
let candidate = candidate.unwrap();
let id = BEU32::new(candidate);
let document = index.documents.get(&txn, &id).unwrap().unwrap();
let value = document.get(distinct).unwrap();
let value = serde_json::from_slice(value).unwrap();
test(&mut seen, &value);
}
count
}
}