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The Hebrew word רגע (rega, \"moment\") conveniently fits the concept — a flow of discrete moments captured in the graph.*\n\n**Warning: This package is in beta stage and the API may change between minor versions.**\n\n## Installation\n\n```bash\nnpm install @grafema/rfdb\n```\n\nPrebuilt binaries are included for:\n- macOS x64 (Intel)\n- macOS arm64 (Apple Silicon)\n- Linux x64\n\nFor other platforms, build from source (requires Rust):\n\n```bash\ngit clone https://github.com/Disentinel/rfdb.git\ncd rfdb\ncargo build --release\n```\n\n## Usage\n\n### As a CLI\n\n```bash\n# Start the server\nnpx @grafema/rfdb ./my-graph.rfdb --socket /tmp/rfdb.sock\n\n# Using default socket path (/tmp/rfdb.sock)\nrfdb-server ./my-graph.rfdb\n```\n\n### Web / Remote Setup (WebSocket Transport)\n\nFor browser-based environments (VS Code web, code-server, Gitpod) or remote access scenarios, use WebSocket transport instead of Unix sockets.\n\n**Start Server with WebSocket:**\n\n```bash\nrfdb-server ./path/to/graph.rfdb --socket /tmp/rfdb.sock --ws-port 7474\n```\n\nThis starts BOTH transports simultaneously:\n- Unix socket at `/tmp/rfdb.sock` (for local CLI/MCP)\n- WebSocket at `ws://127.0.0.1:7474` (for web/remote clients)\n\n**Configure VS Code Extension:**\n\nIn VS Code settings (Cmd+, or Ctrl+,):\n\n```json\n{\n  \"grafema.rfdbTransport\": \"websocket\",\n  \"grafema.rfdbWebSocketUrl\": \"ws://localhost:7474\"\n}\n```\n\nOr via UI: Search for \"Grafema\" → Set \"RFDB Transport\" to \"websocket\".\n\n**When to Use WebSocket:**\n\n- **VS Code web (vscode.dev)** - Unix sockets unavailable in browser\n- **code-server / Gitpod** - Remote development environments\n- **Browser clients** - When building web-based graph explorers\n- **Remote access** - Connect to graph database on different machine (via SSH tunnel)\n\n**Security Note:**\n\nWebSocket binds to `127.0.0.1` only (localhost). For remote access, use SSH tunnel:\n\n```bash\nssh -L 7474:127.0.0.1:7474 user@remote-server\n```\n\nThen connect to `ws://localhost:7474` locally.\n\n### Programmatic usage\n\nServer lifecycle is managed through `@grafema/util`:\n\n```javascript\nconst { startRfdbServer, RFDBServerBackend } = require('@grafema/util');\n\n// Start server (handles binary discovery, socket polling, PID file)\nconst server = await startRfdbServer({\n  dbPath: './my-graph.rfdb',\n  socketPath: '.grafema/rfdb.sock',\n});\n\n// Use with Grafema\nconst backend = new RFDBServerBackend({ socketPath: '.grafema/rfdb.sock' });\n\n// Stop server when done\nserver.kill();\n```\n\nThis package also exports helpers for binary detection:\n\n```javascript\nconst { isAvailable, waitForServer } = require('@grafema/rfdb');\n\nif (!isAvailable()) {\n  console.log('RFDB not available, using in-memory backend');\n}\n```\n\n## With Grafema\n\nRFDB is the default storage backend for Grafema. The MCP server and CLI auto-start RFDB when needed.\n\n```javascript\nconst { RFDBServerBackend } = require('@grafema/util');\n\nconst backend = new RFDBServerBackend({ socketPath: '.grafema/rfdb.sock' });\nawait backend.connect();\n```\n\n## Features\n\n- **Adaptive tuning** — Auto-detects CPU cores, memory, and disk type; tunes write buffers, compaction parallelism, and prefetch strategy\n- **Columnar storage** — Efficient storage for graph nodes and edges\n- **Deterministic IDs** — BLAKE3 hash-based node identification\n- **Zero-copy access** — Memory-mapped files for fast reads\n- **BFS/DFS traversal** — Fast graph traversal algorithms\n- **Parallel compaction** — Multi-threaded background compaction\n\n## Protocol\n\nRFDB server communicates via Unix socket using MessagePack-encoded messages. The protocol supports:\n\n- `add_nodes` / `add_edges` — Batch insert operations\n- `get_node` / `find_by_attr` — Query operations\n- `bfs` / `dfs` — Graph traversal\n- `flush` / `compact` — Persistence operations\n- `compact_with_stats` — Compaction with statistics reporting\n\n## Building from source\n\n```bash\n# Build release binary\ncargo build --release\n\n# Run tests\ncargo test\n```\n\n## Performance Benchmarks\n\nRFDB includes Criterion-based benchmarks covering all core graph operations.\n\n### Running Locally\n\n```bash\ncd packages/rfdb-server\n\n# Run all benchmarks\ncargo bench --bench graph_operations\n\n# Run specific benchmark group\ncargo bench --bench graph_operations -- 'add_nodes'\ncargo bench --bench graph_operations -- 'get_node'\n\n# Save baseline for future comparison\ncargo bench --bench graph_operations -- --save-baseline my-baseline\n\n# Compare against saved baseline\ncargo bench --bench graph_operations -- --baseline my-baseline\n```\n\n### Benchmark Coverage (16 groups)\n\n| Category | Operations |\n|----------|-----------|\n| **Node write** | add_nodes |\n| **Edge write** | add_edges |\n| **Node read** | get_node, find_by_type, find_by_type (wildcard), find_by_attr |\n| **Edge read** | get_outgoing_edges, get_incoming_edges, neighbors |\n| **Mutation** | delete_node, delete_edge |\n| **Traversal** | bfs, reachability (forward/backward) |\n| **Maintenance** | flush, compact |\n| **Analysis** | reanalysis_cost, compaction |\n\n### Additional Tools\n\n```bash\n# Memory profiling\ncargo run --bin memory_profile\n\n# Benchmark report generation\ncargo run --bin bench_report\n```\n\n### CI Regression Detection\n\nBenchmarks run on PRs with the `benchmark` label (comparing PR vs main branch).\nRegressions >20% will fail the workflow.\n\n### What to Do If Benchmarks Regress\n\n1. **Check if it's noise** — re-run the workflow\n2. **Reproduce locally** — save baselines before/after:\n   ```bash\n   git stash && cargo bench --bench graph_operations -- --save-baseline before\n   git stash pop && cargo bench --bench graph_operations -- --save-baseline after\n   cargo install critcmp && critcmp before after\n   ```\n3. **Identify the cause** — `add_nodes` regression = storage overhead; `bfs`/`reachability` = traversal changes\n4. **Fix or justify** — document trade-offs in PR description\n\n## License\n\nApache-2.0\n\n## Author\n\nVadim Reshetnikov\n","readmeFilename":"README.md"}