use crate::Dataset;
#[derive(new)]
pub struct ComposedDataset<D> {
datasets: Vec<D>,
}
impl<D, I> Dataset<I> for ComposedDataset<D>
where
D: Dataset<I>,
I: Clone,
{
fn get(&self, index: usize) -> Option<I> {
let mut current_index = 0;
for dataset in self.datasets.iter() {
if index < dataset.len() + current_index {
return dataset.get(index - current_index);
}
current_index += dataset.len();
}
None
}
fn get_many(&self, indices: &[usize]) -> Option<Vec<I>> {
if indices.is_empty() {
return Some(Vec::new());
}
let mut offset = 0;
let ends: Vec<_> = self.datasets
.iter()
.map(|dataset| {
offset += dataset.len();
offset
})
.collect();
if indices.iter().any(|&index| index >= offset) {
return None;
}
let mut items = Vec::with_capacity(indices.len());
let mut local_indices = Vec::new();
let mut start = 0;
while start < indices.len() {
let dataset = ends.partition_point(|&end| end <= indices[start]);
let offset = if dataset == 0 { 0 } else { ends[dataset - 1] };
let mut end = start + 1;
while end < indices.len() && indices[end] >= offset && indices[end] < ends[dataset] {
end += 1;
}
let translated = if offset == 0 {
&indices[start..end]
} else {
local_indices.clear();
local_indices.extend(indices[start..end].iter().map(|&index| index - offset));
local_indices.as_slice()
};
let batch = self.datasets[dataset].get_many(translated)?;
if batch.len() != translated.len() {
return None;
}
items.extend(batch);
start = end;
}
Some(items)
}
fn len(&self) -> usize {
let mut total = 0;
for dataset in self.datasets.iter() {
total += dataset.len();
}
total
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::FakeDataset;
#[test]
fn test_composed_dataset() {
let dataset1 = FakeDataset::<String>::new(10);
let dataset2 = FakeDataset::<String>::new(5);
let items1 = dataset1.iter().collect::<Vec<_>>();
let items2 = dataset2.iter().collect::<Vec<_>>();
let composed = ComposedDataset::new(vec![dataset1, dataset2]);
assert_eq!(composed.len(), 15);
let expected_items: Vec<String> = items1.iter().chain(items2.iter()).cloned().collect();
let items = composed.iter().collect::<Vec<_>>();
assert_eq!(items, expected_items);
}
}