mirror of
https://github.com/ruvnet/RuVector.git
synced 2026-05-25 15:03:46 +00:00
367a4917cc
## Summary Complete RuVector-Postgres v2 implementation with all major features: - 148 pg_extern SQL functions across 27 source files - Docker Hub publication ready with multi-arch builds (PG14-17) - Full pgvector drop-in compatibility verified ## New Features - **Hybrid Search** (7 functions): BM25 + vector fusion with RRF/linear/learned - **Multi-Tenancy** (17 functions): Tenant isolation, RLS, quotas - **Self-Healing** (23 functions): Problem detection, remediation strategies - **Integrity Control** (4 functions): Mincut gating, contracted graphs - **Self-Learning** (10 functions): Query trajectory tracking, optimization ## Infrastructure - GitHub Actions workflow for Docker Hub publication - CI workflow for testing PG14-17 - Integration test Docker setup with baseline testing - Benchmark suite for e2e, hybrid, integrity testing ## Files Changed - New: src/healing/, src/hybrid/, src/integrity/, src/tenancy/, src/workers/ - New: sql/ruvector--2.0.0.sql (SQL migration) - New: docker/publish-dockerhub.sh, docker-compose.integration.yml - Updated: Dockerfile for PG17 default, multi-arch builds - Updated: HNSW/IVFFlat index access methods with full pgrx AM support 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
50 lines
1.7 KiB
Rust
50 lines
1.7 KiB
Rust
//! pgvector Drop-In Compatibility Test Suite for RuVector Postgres v2
|
|
//!
|
|
//! This module provides comprehensive validation that RuVector is a 100% compatible
|
|
//! drop-in replacement for pgvector. Tests cover:
|
|
//!
|
|
//! 1. Type Compatibility - vector(n), halfvec(n), sparsevec types
|
|
//! 2. Operator Compatibility - <->, <#>, <=>, +, -, * operators
|
|
//! 3. Function Compatibility - l2_distance, inner_product, cosine_distance, etc.
|
|
//! 4. Index Compatibility - HNSW and IVFFlat with all WITH options
|
|
//! 5. Query Compatibility - ORDER BY, LIMIT, WHERE clauses
|
|
//!
|
|
//! ## Running Tests
|
|
//!
|
|
//! ```bash
|
|
//! # Run all pgvector compatibility tests
|
|
//! cargo pgrx test pgvector_compat
|
|
//!
|
|
//! # Run the comparison harness against both pgvector and ruvector
|
|
//! ./tests/pgvector_compat/run_comparison.sh
|
|
//! ```
|
|
//!
|
|
//! ## Test Categories
|
|
//!
|
|
//! - `types.rs` - Vector type creation, casting, and storage
|
|
//! - `operators.rs` - Distance operators and vector arithmetic
|
|
//! - `functions.rs` - SQL function compatibility
|
|
//! - `indexes.rs` - Index creation and usage
|
|
//! - `queries.rs` - Complex query patterns
|
|
//! - `edge_cases.rs` - Boundary conditions and error handling
|
|
//! - `comparison.rs` - Side-by-side pgvector/ruvector comparison
|
|
|
|
pub mod types;
|
|
pub mod operators;
|
|
pub mod functions;
|
|
pub mod indexes;
|
|
pub mod queries;
|
|
pub mod edge_cases;
|
|
pub mod comparison;
|
|
|
|
/// Version of pgvector API we are compatible with
|
|
pub const PGVECTOR_COMPAT_VERSION: &str = "0.7.0";
|
|
|
|
/// Maximum supported dimensions (matches pgvector)
|
|
pub const MAX_DIMENSIONS: usize = 16_000;
|
|
|
|
/// Epsilon for floating-point comparisons
|
|
pub const FLOAT_EPSILON: f32 = 1e-5;
|
|
|
|
/// Test precision epsilon (slightly looser for SIMD variations)
|
|
pub const TEST_EPSILON: f32 = 1e-4;
|