# Indexes ## L1 — Lance index types OmniGraph exposes | Index | Use | Notes | |---|---|---| | **BTREE scalar** | `=` / range / `IN` / `IS NULL` on a scalar | always on the node `id` and edge `src`/`dst`; and on each one-column `@index`/`@key` property that is an **enum** or an **orderable scalar** (`DateTime`/`Date`/`I32`/`I64`/`U32`/`U64`/`F32`/`F64`/`Bool`) | | **Inverted (FTS)** | `search`, `fuzzy`, `match_text`, `bm25` | created on **free-text** (non-enum) `String` `@index`/`@key` columns | | **Vector** | `nearest()` k-NN | Lance picks IVF_PQ vs HNSW family by configuration; OmniGraph stores as FixedSizeList(Float32, dim) | The per-property index a column gets is decided by `node_prop_index_kind` (shared by the builder and the sidecar-pinning coverage check so they cannot drift): enums and orderable scalars → BTREE, free-text Strings → FTS, `Vector` → vector, list/`Blob` columns → none. > **Free-text Strings are not equality-indexed.** A non-enum `String` column > (including a `String @key` slug) gets an FTS inverted index, which Lance does > **not** consult for `=`/range — only for `search`/`match_text`/`bm25`. So an > equality filter on a free-text String falls back to a full scan. If you filter > a String identifier by equality on a large table, model it so the value is the > node id, or track it as a follow-up to also build a BTREE on such columns. > **Coverage and cost.** Each indexed column adds index files and build time, and > an index only covers the fragments it was built over. Rows appended after the > index was built (e.g. by `ingest --mode merge`) are scanned unindexed until a > reindex extends coverage; see [maintenance](maintenance.md) → `optimize`. ## L2 — OmniGraph orchestration - `ensure_indices()` / `ensure_indices_on(branch)` — idempotent build of BTREE + inverted indexes for the current head; safe to re-run. - Indexes are built on the *branch head* (not on a snapshot), so reads always see the current index state. - **Lazy branch forking for indexes**: a branch that hasn't mutated a sub-table doesn't need its own index — the main lineage's index is reused until the first write triggers a copy-on-write fork. - Vector index parameters (metric, nlist, nprobe, etc.) are not exposed in the schema; they default at the Lance layer and are picked up automatically when an index is asked for on a Vector column. ## L2 — Graph topology index (`graph_index/mod.rs`) This is OmniGraph-specific (not Lance): - `TypeIndex`: dense `u32 ↔ String id` mapping per node type. - `CsrIndex`: Compressed Sparse Row representation of edges per edge type — `offsets[i]..offsets[i+1]` slices into `targets`. - `GraphIndex { type_indices, csr (out), csc (in) }` — built on demand from a snapshot's edge tables, **lazily**: only when an `Expand` the planner routes to the CSR path (dense / large frontier) or an `AntiJoin` actually needs it. - Cached in `RuntimeCache::graph_indices` (LRU, max 8 entries, keyed by snapshot id + edge table versions). - Selective `Expand`s resolve neighbors from the persisted `src`/`dst` BTREE instead (one indexed scan per hop) and never trigger the CSR build; see [query-language](query-language.md) → Expand. Pure scans, and queries served entirely by the indexed traversal path, skip it.