use crate::{ vector::vector_types::{Vector, VectorType}, LimboError, Result, }; pub fn vector_slice(vector: &Vector, start_idx: usize, end_idx: usize) -> Result { fn extract_bytes( slice: &[T], start: usize, end: usize, to_bytes: impl Fn(&T) -> [u8; N], ) -> Result> { if start > end { return Err(LimboError::InvalidArgument( "start index must not be greater than end index".into(), )); } if end > slice.len() || end < start { return Err(LimboError::ConversionError( "vector_slice range out of bounds".into(), )); } let mut buf = Vec::with_capacity((end - start) * N); for item in &slice[start..end] { buf.extend_from_slice(&to_bytes(item)); } Ok(buf) } let (vector_type, data) = match vector.vector_type { VectorType::Float32Dense => ( VectorType::Float32Dense, extract_bytes::(vector.as_f32_slice(), start_idx, end_idx, |v| { v.to_le_bytes() })?, ), VectorType::Float64Dense => ( VectorType::Float64Dense, extract_bytes::(vector.as_f64_slice(), start_idx, end_idx, |v| { v.to_le_bytes() })?, ), }; Ok(Vector { vector_type, dims: end_idx - start_idx, data, }) } #[cfg(test)] mod tests { use crate::vector::{ operations::slice::vector_slice, vector_types::{Vector, VectorType}, }; fn float32_vec_from(slice: &[f32]) -> Vector { let mut data = Vec::new(); for &v in slice { data.extend_from_slice(&v.to_le_bytes()); } Vector { vector_type: VectorType::Float32Dense, dims: slice.len(), data, } } fn f32_slice_from_vector(vector: &Vector) -> Vec { vector.as_f32_slice().to_vec() } #[test] fn test_vector_slice_normal_case() { let input_vec = float32_vec_from(&[1.0, 2.0, 3.0, 4.0, 5.0]); let result = vector_slice(&input_vec, 1, 4).unwrap(); assert_eq!(result.dims, 3); assert_eq!(f32_slice_from_vector(&result), vec![2.0, 3.0, 4.0]); } #[test] fn test_vector_slice_full_range() { let input_vec = float32_vec_from(&[10.0, 20.0, 30.0]); let result = vector_slice(&input_vec, 0, 3).unwrap(); assert_eq!(result.dims, 3); assert_eq!(f32_slice_from_vector(&result), vec![10.0, 20.0, 30.0]); } #[test] fn test_vector_slice_single_element() { let input_vec = float32_vec_from(&[4.40, 2.71]); let result = vector_slice(&input_vec, 1, 2).unwrap(); assert_eq!(result.dims, 1); assert_eq!(f32_slice_from_vector(&result), vec![2.71]); } #[test] fn test_vector_slice_empty_list() { let input_vec = float32_vec_from(&[1.0, 2.0]); let result = vector_slice(&input_vec, 2, 2).unwrap(); assert_eq!(result.dims, 0); } #[test] fn test_vector_slice_zero_length() { let input_vec = float32_vec_from(&[1.0, 2.0, 3.0]); let err = vector_slice(&input_vec, 2, 1); assert!(err.is_err(), "Expected error on zero-length range"); } #[test] fn test_vector_slice_out_of_bounds() { let input_vec = float32_vec_from(&[1.0, 2.0]); let err = vector_slice(&input_vec, 0, 5); assert!(err.is_err()); } #[test] fn test_vector_slice_start_out_of_bounds() { let input_vec = float32_vec_from(&[1.0, 2.0]); let err = vector_slice(&input_vec, 5, 5); assert!(err.is_err()); } #[test] fn test_vector_slice_end_out_of_bounds() { let input_vec = float32_vec_from(&[1.0, 2.0]); let err = vector_slice(&input_vec, 1, 3); assert!(err.is_err()); } }