nodedb-vector 0.2.0

// SPDX-License-Identifier: Apache-2.0

//! VectorCollection lifecycle: insert, delete, seal, complete_build, compact.
//!
//! Identity model: every vector inserted into the collection is bound to
//! a global `Surrogate` allocated by the Control Plane before the engine
//! sees the call. The HNSW segments keep their dense local node-ids
//! internally for cache-locality and SIMD traversal; this file owns the
//! `surrogate_map: HashMap<u32, Surrogate>` (global node-id → surrogate)
//! and reverse `surrogate_to_local: HashMap<Surrogate, u32>` (for
//! point-delete by surrogate). User-PK strings live in the catalog and
//! are translated at the Control Plane response boundary.
//!
//! Insert/delete ops live in `lifecycle_insert_ops`.
//! Compact/snapshot ops live in `lifecycle_compact`.

use std::collections::HashMap;

use nodedb_types::{Surrogate, VectorQuantization};

use crate::flat::FlatIndex;
use crate::hnsw::{HnswIndex, HnswParams};
use crate::index_config::{IndexConfig, IndexType};

use super::codec_dispatch::CollectionCodec;
use super::payload_index::PayloadIndexSet;
use super::segment::{BuildRequest, BuildingSegment, DEFAULT_SEAL_THRESHOLD, SealedSegment};

/// Manages all vector segments for a single collection (one index key).
///
/// This type is `!Send` — owned by a single Data Plane core.
pub struct VectorCollection {
    /// Active growing segment (append-only, brute-force search).
    pub(crate) growing: FlatIndex,
    /// Base ID for the growing segment's vectors.
    pub(crate) growing_base_id: u32,
    /// Sealed segments with completed HNSW indexes.
    pub(crate) sealed: Vec<SealedSegment>,
    /// Segments being built in background (brute-force searchable).
    pub(crate) building: Vec<BuildingSegment>,
    /// HNSW params for this collection.
    pub(crate) params: HnswParams,
    /// Global vector ID counter (monotonic across all segments).
    pub(crate) next_id: u32,
    /// Next segment ID (monotonic).
    pub(crate) next_segment_id: u32,
    /// Dimensionality.
    pub(crate) dim: usize,
    /// Data directory for mmap segment files (L1 NVMe tier).
    pub(crate) data_dir: Option<std::path::PathBuf>,
    /// Memory budget for this collection's RAM vectors (bytes).
    pub(crate) ram_budget_bytes: usize,
    /// Count of segments that fell back to mmap due to budget exhaustion.
    pub(crate) mmap_fallback_count: u32,
    /// Count of segments currently backed by mmap files.
    pub(crate) mmap_segment_count: u32,
    /// Mapping from internal global vector ID → surrogate.
    pub surrogate_map: HashMap<u32, Surrogate>,
    /// Reverse map: surrogate → global vector ID. Used by point delete.
    pub surrogate_to_local: HashMap<Surrogate, u32>,
    /// Reverse mapping for multi-vector documents:
    /// document_surrogate → list of global vector IDs.
    pub multi_doc_map: HashMap<Surrogate, Vec<u32>>,
    /// Number of vectors in the growing segment before sealing.
    pub(crate) seal_threshold: usize,
    /// Full index configuration (index type, PQ params, IVF params).
    pub(crate) index_config: IndexConfig,
    /// Optional collection-level codec-dispatch index (RaBitQ or BBQ).
    /// Present only when the collection was built with a non-Sq8 quantization.
    /// Coexists with sealed segments — for codec-dispatched collections the
    /// per-segment Sq8 builder is skipped and this index is used instead.
    pub codec_dispatch: Option<CollectionCodec>,
    /// Quantization mode requested at collection-creation time.
    ///
    /// When `!= None && != Sq8`, each call to `complete_build` additionally
    /// rebuilds `codec_dispatch` over all vectors so the codec-dispatch path
    /// is always up-to-date after a segment seals.
    pub(crate) quantization: VectorQuantization,
    /// In-memory payload bitmap indexes for vector-primary collections.
    ///
    /// Empty (no indexes) by default; populated at construction time from
    /// `VectorPrimaryConfig::payload_indexes`.
    pub payload: PayloadIndexSet,
    /// Optional dedicated memory arena index for this collection.
    ///
    /// Set by the Data Plane after requesting a per-collection arena from
    /// `nodedb_mem::CollectionArenaRegistry`. Used only for stats reporting;
    /// the actual arena pinning is handled externally.
    pub arena_index: Option<u32>,
}

impl VectorCollection {
    /// Create an empty collection with the default seal threshold.
    pub fn new(dim: usize, params: HnswParams) -> Self {
        Self::with_seal_threshold(dim, params, DEFAULT_SEAL_THRESHOLD)
    }

    /// Create an empty collection with an explicit seal threshold.
    pub fn with_seal_threshold(dim: usize, params: HnswParams, seal_threshold: usize) -> Self {
        let index_config = IndexConfig {
            hnsw: params.clone(),
            ..IndexConfig::default()
        };
        Self::with_seal_threshold_and_config(dim, index_config, seal_threshold)
    }

    /// Create an empty collection with a full index configuration.
    pub fn with_index_config(dim: usize, config: IndexConfig) -> Self {
        Self::with_seal_threshold_and_config(dim, config, DEFAULT_SEAL_THRESHOLD)
    }

    /// Create an empty collection with a full index config and custom seal threshold.
    pub fn with_seal_threshold_and_config(
        dim: usize,
        config: IndexConfig,
        seal_threshold: usize,
    ) -> Self {
        let params = config.hnsw.clone();
        Self {
            growing: FlatIndex::new(dim, params.metric),
            growing_base_id: 0,
            sealed: Vec::new(),
            building: Vec::new(),
            params,
            next_id: 0,
            next_segment_id: 0,
            dim,
            data_dir: None,
            ram_budget_bytes: 0,
            mmap_fallback_count: 0,
            mmap_segment_count: 0,
            surrogate_map: HashMap::new(),
            surrogate_to_local: HashMap::new(),
            multi_doc_map: HashMap::new(),
            seal_threshold,
            index_config: config,
            codec_dispatch: None,
            quantization: VectorQuantization::default(),
            payload: PayloadIndexSet::default(),
            arena_index: None,
        }
    }

    /// Create with a specific seed (for deterministic testing).
    pub fn with_seed(dim: usize, params: HnswParams, _seed: u64) -> Self {
        Self::with_seal_threshold(dim, params, DEFAULT_SEAL_THRESHOLD)
    }

    /// Check if the growing segment should be sealed.
    pub fn needs_seal(&self) -> bool {
        self.growing.len() >= self.seal_threshold
    }

    /// Seal the growing segment and return a build request.
    pub fn seal(&mut self, key: &str) -> Option<BuildRequest> {
        if self.growing.is_empty() {
            return None;
        }

        let segment_id = self.next_segment_id;
        self.next_segment_id += 1;

        let count = self.growing.len();
        // no-governor: VectorCollection is !Send and has no governor field; budget is enforced by the Data Plane core's arena (arena_index) before dispatching to this struct
        let mut vectors = Vec::with_capacity(count);
        for i in 0..count as u32 {
            if let Some(v) = self.growing.get_vector(i) {
                vectors.push(v.to_vec());
            }
        }

        let old_growing = std::mem::replace(
            &mut self.growing,
            FlatIndex::new(self.dim, self.params.metric),
        );
        let old_base = self.growing_base_id;
        self.growing_base_id = self.next_id;

        self.building.push(BuildingSegment {
            flat: old_growing,
            base_id: old_base,
            segment_id,
        });

        Some(BuildRequest {
            key: key.to_string(),
            segment_id,
            vectors,
            dim: self.dim,
            params: self.params.clone(),
        })
    }

    /// Accept a completed HNSW build from the background thread.
    ///
    /// After promoting the segment to sealed, rebuilds the collection-level
    /// codec-dispatch index when `self.quantization` is `RaBitQ` or `Bbq`.
    /// The rebuild trains over all vectors so the codec index always covers
    /// every sealed segment.
    pub fn complete_build(&mut self, segment_id: u32, index: HnswIndex) {
        if let Some(pos) = self
            .building
            .iter()
            .position(|b| b.segment_id == segment_id)
        {
            let building = self.building.remove(pos);
            let use_codec_dispatch = matches!(
                self.quantization,
                VectorQuantization::RaBitQ | VectorQuantization::Bbq
            );
            let use_pq = !use_codec_dispatch && self.index_config.index_type == IndexType::HnswPq;
            let (sq8, pq) = if use_codec_dispatch {
                (None, None)
            } else if use_pq {
                (
                    None,
                    Self::build_pq_for_index(&index, self.index_config.pq_m),
                )
            } else {
                (Self::build_sq8_for_index(&index), None)
            };
            let (tier, mmap_vectors) =
                self.resolve_tier_for_build(segment_id, building.base_id, &index);

            self.sealed.push(SealedSegment {
                index,
                base_id: building.base_id,
                sq8,
                pq,
                tier,
                mmap_vectors,
            });

            if use_codec_dispatch {
                let tag = match self.quantization {
                    VectorQuantization::RaBitQ => "rabitq",
                    VectorQuantization::Bbq => "bbq",
                    _ => unreachable!(
                        "invariant: use_codec_dispatch is only true for RaBitQ and Bbq quantization variants"
                    ),
                };
                self.build_codec_dispatch(tag);
            }
        }
    }

    /// Access sealed segments (read-only).
    pub fn sealed_segments(&self) -> &[SealedSegment] {
        &self.sealed
    }

    /// Access sealed segments mutably.
    pub fn sealed_segments_mut(&mut self) -> &mut Vec<SealedSegment> {
        &mut self.sealed
    }

    /// Whether the growing segment has no vectors.
    pub fn growing_is_empty(&self) -> bool {
        self.growing.is_empty()
    }

    pub fn len(&self) -> usize {
        let mut total = self.growing.len();
        for seg in &self.sealed {
            total += seg.index.len();
        }
        for seg in &self.building {
            total += seg.flat.len();
        }
        total
    }

    pub fn live_count(&self) -> usize {
        let mut total = self.growing.live_count();
        for seg in &self.sealed {
            total += seg.index.live_count();
        }
        for seg in &self.building {
            total += seg.flat.live_count();
        }
        total
    }

    pub fn is_empty(&self) -> bool {
        self.live_count() == 0
    }

    pub fn dim(&self) -> usize {
        self.dim
    }

    pub fn params(&self) -> &HnswParams {
        &self.params
    }

    /// Update HNSW parameters for future builds.
    pub fn set_params(&mut self, params: HnswParams) {
        self.params = params;
    }

    /// Set the collection-level quantization.
    pub fn set_quantization(&mut self, q: VectorQuantization) {
        self.quantization = q;
    }

    /// Return the configured quantization mode.
    pub fn quantization(&self) -> VectorQuantization {
        self.quantization
    }

    /// Configure payload bitmap indexes from a list of field names.
    pub fn configure_payload_indexes(&mut self, fields: &[String]) {
        use super::payload_index::PayloadIndexKind;
        for field in fields {
            self.payload
                .add_index(field.as_str(), PayloadIndexKind::Equality);
        }
    }
}