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54 changes: 53 additions & 1 deletion src/generators/legacy.rs
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,10 @@ impl PointGenerator for LegacyGenerator {
};

let vectors: Vectors = if let Some(reader) = &self.reader {
reader.read_vector(idx as usize).to_vec().into()
// Cycle through the file when more points are requested than it holds,
// like `source: {type: file}` does in YAML configs.
let n = reader.num_vectors.max(1) as usize;
reader.read_vector(idx as usize % n).to_vec().into()
} else if self.args.vectors_per_point != 1 {
let vectors_map: HashMap<_, _> = (0..self.args.vectors_per_point)
.map(|i| (format!("{i}"), random_vector(&mut rng, &self.args)))
Expand Down Expand Up @@ -96,3 +99,52 @@ impl PointGenerator for LegacyGenerator {
random_payload(&mut rng, &self.args, self.zipf.as_ref())
}
}

#[cfg(test)]
mod tests {
use std::io::Write;

use clap::Parser;
use qdrant_client::qdrant::vector::Vector as VectorVariant;

use super::*;

/// Write `vectors` to a temporary file in fbin layout.
fn fbin_file(vectors: &[Vec<f32>]) -> tempfile::NamedTempFile {
let mut file = tempfile::NamedTempFile::new().unwrap();
file.write_all(&(vectors.len() as i32).to_le_bytes())
.unwrap();
file.write_all(&(vectors[0].len() as i32).to_le_bytes())
.unwrap();
for value in vectors.iter().flatten() {
file.write_all(&value.to_le_bytes()).unwrap();
}
file.flush().unwrap();
file
}

fn dense(point: PointStruct) -> Vec<f32> {
match point.vectors.unwrap().vectors_options.unwrap() {
VectorsOptions::Vector(vector) => match vector.vector.unwrap() {
VectorVariant::Dense(dense) => dense.data,
_ => panic!("expected a dense vector"),
},
_ => panic!("expected the unnamed default vector"),
}
}

/// `--fbin` with more points (or a larger `--offset`) than the file holds
/// must cycle through the file instead of panicking on an out-of-range read.
#[test]
fn fbin_vectors_wrap_past_the_end_of_the_file() {
let file = fbin_file(&[vec![1.0, 2.0], vec![3.0, 4.0]]);
let reader = FBinReader::new(file.path()).unwrap();
let args = Args::parse_from(["bfb", "--dim", "2"]);
let generator = LegacyGenerator::new(args, Some(reader));

assert_eq!(dense(generator.make_point(0)), [1.0, 2.0]);
assert_eq!(dense(generator.make_point(1)), [3.0, 4.0]);
assert_eq!(dense(generator.make_point(2)), [1.0, 2.0]);
assert_eq!(dense(generator.make_point(5)), [3.0, 4.0]);
}
}