ContiguousVectors

Struct ContiguousVectors 

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pub struct ContiguousVectors { /* private fields */ }
Expand description

Contiguous memory layout for vectors (cache-friendly).

Stores all vectors in a single contiguous buffer to maximize cache locality and enable SIMD prefetching.

§Memory Layout

[v0_d0, v0_d1, ..., v0_dn, v1_d0, v1_d1, ..., v1_dn, ...]

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impl ContiguousVectors

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pub fn new(dimension: usize, capacity: usize) -> Self

Creates a new ContiguousVectors with the given dimension and initial capacity.

§Arguments
  • dimension - Vector dimension
  • capacity - Initial capacity (number of vectors)
§Panics

Panics if dimension is 0 or allocation fails.

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pub const fn dimension(&self) -> usize

Returns the dimension of stored vectors.

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pub const fn len(&self) -> usize

Returns the number of vectors stored.

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pub const fn is_empty(&self) -> bool

Returns true if no vectors are stored.

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pub const fn capacity(&self) -> usize

Returns the capacity (max vectors before reallocation).

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pub const fn memory_bytes(&self) -> usize

Returns total memory usage in bytes.

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pub fn ensure_capacity(&mut self, required_capacity: usize)

Ensures the storage has capacity for at least required_capacity vectors.

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pub fn insert_at(&mut self, index: usize, vector: &[f32])

Inserts a vector at a specific index.

Automatically grows capacity if needed. Note: This allows sparse population. Uninitialized slots contain undefined data (or 0.0 if alloc gave zeroed memory).

§Panics

Panics if vector dimension doesn’t match.

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pub fn push(&mut self, vector: &[f32])

Adds a vector to the storage.

§Panics

Panics if vector dimension doesn’t match.

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pub fn push_batch<'a>( &mut self, vectors: impl Iterator<Item = &'a [f32]>, ) -> usize

Adds multiple vectors in batch (optimized).

§Arguments
  • vectors - Iterator of vectors to add
§Returns

Number of vectors added.

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pub fn get(&self, index: usize) -> Option<&[f32]>

Gets a vector by index.

§Returns

Slice to the vector data, or None if index is out of bounds.

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pub unsafe fn get_unchecked(&self, index: usize) -> &[f32]

Gets a vector by index (unchecked).

§Safety

Caller must ensure index < self.len().

§Debug Assertions

In debug builds, this function will panic if index >= self.len(). This catches bugs early during development without impacting release performance.

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pub fn prefetch(&self, index: usize)

Prefetches a vector for upcoming access.

This hints the CPU to load the vector into L2 cache.

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pub fn prefetch_batch(&self, indices: &[usize])

Prefetches multiple vectors for batch processing.

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pub fn dot_product(&self, index: usize, query: &[f32]) -> Option<f32>

Computes dot product with another vector using SIMD.

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pub fn batch_dot_products(&self, indices: &[usize], query: &[f32]) -> Vec<f32>

Computes batch dot products with a query vector.

This is optimized for HNSW search with prefetching.

Trait Implementations§

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impl Debug for ContiguousVectors

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Drop for ContiguousVectors

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fn drop(&mut self)

Executes the destructor for this type. Read more
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impl Send for ContiguousVectors

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impl Sync for ContiguousVectors

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