Add rescore index type: stores full-precision float vectors in a rowid-keyed
shadow table, quantizes to int8 for fast initial scan, then rescores top
candidates with original vectors. Includes config parser, shadow table
management, insert/delete support, KNN integration, compile flag
(SQLITE_VEC_ENABLE_RESCORE), fuzz targets, and tests.
Add approximate nearest neighbor infrastructure to vec0: shared distance
dispatch (vec0_distance_full), flat index type with parser, NEON-optimized
cosine/Hamming for float32/int8, amalgamation script, and benchmark suite
(benchmarks-ann/) with ground-truth generation and profiling tools. Remove
unused vec_npy_each/vec_static_blobs code, fix missing stdint.h include.
When a row is deleted from a vec0 virtual table, the rowid slot in
_chunks.rowids and vector data in _vector_chunksNN.vectors are now
zeroed out (previously left as stale data, tracked in #54). When all
rows in a chunk are deleted (validity bitmap all zeros), the chunk and
its associated vector/metadata shadow table rows are reclaimed.
- Add vec0Update_Delete_ClearRowid to zero the rowid blob slot
- Add vec0Update_Delete_ClearVectors to zero all vector blob slots
- Add vec0Update_Delete_DeleteChunkIfEmpty to detect and delete
fully-empty chunks from _chunks, _vector_chunksNN, _metadatachunksNN
- Fix missing rc check in ClearMetadata loop (bug: errors were silently
ignored)
- Fix vec0_new_chunk to explicitly set _rowid_ on shadow table INSERTs
(SHADOW_TABLE_ROWID_QUIRK: "rowid PRIMARY KEY" without INTEGER type
is not a true rowid alias, causing blob_open failures after chunk
delete+recreate cycles)
- Add 13 new tests covering rowid/vector zeroing, chunk reclamation,
metadata/auxiliary/partition/text-PK/int8/bit variants, and
page_count shrinkage verification
- Add vec0-delete-completeness fuzz target
- Update snapshots for new delete zeroing behavior
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Document three classes of undefined behavior found by UBSAN:
function pointer type mismatches, misaligned f32 reads, and
float-to-integer overflow in vec_quantize_int8.
Improve vec-mismatch fuzzer to cover all error-path cleanup patterns:
type mismatches, dimension mismatches, single-arg functions, and
both text and blob inputs.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Targeted fuzzer for two-argument vector functions (vec_distance_*,
vec_add, vec_sub) that binds a valid JSON vector as arg1 and fuzz
data as arg2. This exercises the error path in ensure_vector_match()
where the first vector parses successfully (with sqlite3_free cleanup)
but the second fails, triggering the buggy aCleanup(a) call on line
1031 of sqlite-vec.c (should be aCleanup(*a)).
The fuzzer catches this immediately — ASAN reports "bad-free" when
sqlite3_free is called on a stack address.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Deduplicates exec(), vec0_shadow_table_contents(), _f32(), _i64(), and
_int8() helpers that were copied across six test files.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Baseline tests protecting non-DiskANN chunk-based insert and delete
behavior: vector round-trips, auto rowids, text primary keys, delete
validity, reinsert after delete, dimension/type validation, and v_info
snapshot.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Extends the vec0 tokenizer to recognize '(', ')', and ',' as
single-character tokens, preparing for DiskANN index option parsing.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add test-only wrappers behind SQLITE_VEC_TEST compile flag to expose
static distance functions for unit testing. Includes tests for
distance_l2_sqr_float (4 cases), distance_cosine_float (3 cases),
and distance_hamming (4 cases). Print active SIMD flags at test start.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add SQLITE_EMPTY tests for non-vector column inputs (primary key,
partition key, unknown types) and SQLITE_ERROR tests for zero
dimensions and empty brackets. Tighten existing error assertions
from rc != SQLITE_OK to exact expected return codes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Expand sqlite-vec-internal.h with scanner/tokenizer types, vector column
definition types, and parser function declarations
- Fix min_idx declaration to match actual C signature (add candidates,
bTaken, k_used params)
- Compile test-unit with -DSQLITE_CORE and link vendor/sqlite3.c so
sqlite3 API functions (sqlite3_strnicmp, sqlite3_mprintf, etc.) resolve
- Add unit tests for vec0_token_next, Vec0Scanner, and
vec0_parse_vector_column
- Fix Rust build.rs to define SQLITE_CORE and compile vendor/sqlite3.c
- Fix Rust min_idx FFI signature and wrapper to match actual C function
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* initial pass at PARTITION KEY support.
* Initial pass, allow auxiliary columns on vec0 virtual tables
* update TODO
* Initial pass at metadata filtering
* unit tests
* gha this PR branch
* fixup tests
* doc internal
* fix tests, KNN/rowids in
* define SQLITE_INDEX_CONSTRAINT_OFFSET
* whoops
* update tests, syrupy, use uv
* un ignore pyproject.toml
* dot
* tests/
* type error?
* win: .exe, update error name
* try fix macos python, paren around expr?
* win bash?
* dbg :(
* explicit error
* op
* dbg win
* win ./tests/.venv/Scripts/python.exe
* block UPDATEs on partition key values for now
* test this branch
* accidentally removved "partition key type mistmatch" block during merge
* typo ugh
* bruv
* start aux snapshots
* drop aux shadow table on destroy
* enforce column types
* block WHERE constraints on auxiliary columns in KNN queries
* support delete
* support UPDATE on auxiliary columns
* test this PR
* dont inline that
* test-metadata.py
* memzero text buffer
* stress test
* more snpashot tests
* rm double/int32, just float/int64
* finish type checking
* long text support
* DELETE support
* UPDATE support
* fix snapshot names
* drop not-used in eqp
* small fixes
* boolean comparison handling
* ensure error is raised when long string constraint
* new version string for beta builds
* typo whoops
* ann-filtering-benchmark directory
* test-case
* updates
* fix aux column error when using non-default rowid values, needs test
* refactor some text knn filtering
* rowids blob read only on text metadata filters
* refactor
* add failing test causes for non eq text knn
* text knn NE
* test cases diff
* GT
* text knn GT/GE fixes
* text knn LT/LE
* clean
* vtab_in handling
* unblock aux failures for now
* guard sqlite3_vtab_in
* else in guard?
* fixes and tests
* add broken shadow table test
* rename _metadata_chunksNN shadown table to _metadatachunksNN, for proper shadowName detection
* _metadata_text_NN shadow tables to _metadatatextNN
* SQLITE_VEC_VERSION_MAJOR SQLITE_VEC_VERSION_MINOR and SQLITE_VEC_VERSION_PATCH in sqlite-vec.h
* _info shadow table
* forgot to update aux snapshot?
* fix aux tests
* initial work on l1
* l1 int8 neon implementation
* tweak l1 int8 and add test
* broken overflow still
* some progress on l1
* change to i32 instead of i64
* remove comment
* ignore poetry stuff
* unrolled l1 int8 and format
* remove comments
