f539580138
* feat: migrate multi-vector query and reranker logic to C++ - Add Reranker base class with RrfReRanker and WeightedReRanker implementations - Add Collection::MultiQuery interface for multi-vector queries with reranking - Add MultiVectorQuery struct in doc.h with forward declaration for Reranker - Add C API bindings for reranker and MultiQuery (zvec_reranker_*, zvec_multi_vector_query_*, zvec_collection_multi_query) - Add Python binding for reranker classes with py::function bridge for callback - Validate duplicate field names in multi-vector queries (C++ and Python consistent) - Remove TODO comment about concurrent execution (SQLEngine is not thread-safe) - Update collection.h MultiQuery doc comment from concurrently to sequentially - Add C++ collection tests (6 MultiQuery test cases) - Add C API tests (reranker functions + multi_vector_query end-to-end) - Implement Python test cases (11 previously skipped tests now active) - Simplify Python query_executor validation for unified duplicate field check * style: format Python files with ruff * fix: adapt to main branch API changes (VectorQuery->Query rename, validate_and_sanitize) * fix: multi_vector tests now use multiple same-type vector fields (dense2, sparse2) * fix: suppress RET501 for intentional default return None in RerankFunction._get_object * style: ruff format test_collection.py * refact multi vector query * format code * fix(multi-vector): expose SubVectorQuery in Python binding, fix tests - Register _SubVectorQuery in pybind11 with from_vector_query() factory - Convert _VectorQuery to _SubVectorQuery in MultiVectorQueryExecutor - Relax RRF/Weighted score assertion tolerance from 1e-10 to 1e-6 - Fix WeightedReRanker test metric to IP (matching HnswIndexParam default) * style: ruff format query_executor.py * fix: define _USE_MATH_DEFINES for M_PI on Windows (MSVC) * refactor: include reranker.h directly in query.h instead of forward declaration * refactor(reranker): move topn from member variable to rerank() parameter * refact code * style(python): fix ruff UP035/UP037 in multi_vector_reranker - import Callable from collections.abc instead of typing (UP035) - remove redundant quotes around MetricType annotations (UP037) * chore: trigger PR sync * refact code * fix(examples): restore CMakeLists.txt formatting broken by clang-format * refactor(reranker): remove redundant metrics_ map by querying schema directly, and use insert return value to avoid duplicate set lookup * refactor(reranker): defer schema binding to query time and remove C API callback reranker |
||
|---|---|---|
| .. | ||
| detail | ||
| test_collection.py | ||
| test_collection_hnsw_rabitq.py | ||
| test_convert.py | ||
| test_doc.py | ||
| test_embedding.py | ||
| test_gil_release.py | ||
| test_hnsw_contiguous_memory.py | ||
| test_params.py | ||
| test_query_executor.py | ||
| test_reranker.py | ||
| test_schema.py | ||
| test_typing.py | ||
| test_util.py | ||
| test_vamana.py | ||