Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'
This commit is contained in:
302
vendor/ruvector/docs/gnn/graph-wasm-setup.md
vendored
Normal file
302
vendor/ruvector/docs/gnn/graph-wasm-setup.md
vendored
Normal file
@@ -0,0 +1,302 @@
|
||||
# RuVector Graph WASM - Setup Complete
|
||||
|
||||
## Created Files
|
||||
|
||||
### Rust Crate (`/home/user/ruvector/crates/ruvector-graph-wasm/`)
|
||||
|
||||
1. **Cargo.toml** - WASM crate configuration with dependencies
|
||||
- wasm-bindgen for JavaScript bindings
|
||||
- serde-wasm-bindgen for type conversions
|
||||
- ruvector-core for hypergraph functionality
|
||||
- Optimized release profile for small WASM size
|
||||
|
||||
2. **src/lib.rs** - Main GraphDB implementation
|
||||
- `GraphDB` class with Neo4j-inspired API
|
||||
- Node, edge, and hyperedge operations
|
||||
- Basic Cypher query support
|
||||
- Import/export functionality
|
||||
- Statistics and monitoring
|
||||
|
||||
3. **src/types.rs** - JavaScript-friendly type conversions
|
||||
- `JsNode`, `JsEdge`, `JsHyperedge` wrappers
|
||||
- `QueryResult` for query responses
|
||||
- Type conversion utilities
|
||||
- Error handling types
|
||||
|
||||
4. **src/async_ops.rs** - Async operations
|
||||
- `AsyncQueryExecutor` for streaming results
|
||||
- `AsyncTransaction` for atomic operations
|
||||
- `BatchOperations` for bulk processing
|
||||
- `ResultStream` for chunked data
|
||||
|
||||
5. **build.sh** - Build script for multiple targets
|
||||
- Web (ES modules)
|
||||
- Node.js
|
||||
- Bundler (Webpack, Rollup, etc.)
|
||||
|
||||
6. **README.md** - Comprehensive documentation
|
||||
- API reference
|
||||
- Usage examples
|
||||
- Browser compatibility
|
||||
- Build instructions
|
||||
|
||||
### NPM Package (`/home/user/ruvector/npm/packages/graph-wasm/`)
|
||||
|
||||
1. **package.json** - NPM package configuration
|
||||
- Build scripts for all targets
|
||||
- Package metadata
|
||||
- Publishing configuration
|
||||
|
||||
2. **index.js** - Package entry point
|
||||
- Re-exports from generated WASM
|
||||
|
||||
3. **index.d.ts** - TypeScript definitions
|
||||
- Full type definitions for all classes
|
||||
- Interface definitions
|
||||
- Enum types
|
||||
|
||||
### Examples (`/home/user/ruvector/examples/`)
|
||||
|
||||
1. **graph_wasm_usage.html** - Interactive demo
|
||||
- Live graph database operations
|
||||
- Visual statistics display
|
||||
- Sample graph creation
|
||||
- Hypergraph examples
|
||||
|
||||
## API Overview
|
||||
|
||||
### Core Classes
|
||||
|
||||
#### GraphDB
|
||||
```javascript
|
||||
const db = new GraphDB('cosine');
|
||||
db.createNode(labels, properties)
|
||||
db.createEdge(from, to, type, properties)
|
||||
db.createHyperedge(nodes, description, embedding?, confidence?)
|
||||
await db.query(cypherQuery)
|
||||
db.stats()
|
||||
```
|
||||
|
||||
#### JsNode
|
||||
```javascript
|
||||
node.id
|
||||
node.labels
|
||||
node.properties
|
||||
node.getProperty(key)
|
||||
node.hasLabel(label)
|
||||
```
|
||||
|
||||
#### JsEdge
|
||||
```javascript
|
||||
edge.id
|
||||
edge.from
|
||||
edge.to
|
||||
edge.type
|
||||
edge.properties
|
||||
```
|
||||
|
||||
#### JsHyperedge
|
||||
```javascript
|
||||
hyperedge.id
|
||||
hyperedge.nodes
|
||||
hyperedge.description
|
||||
hyperedge.embedding
|
||||
hyperedge.confidence
|
||||
hyperedge.order
|
||||
```
|
||||
|
||||
### Advanced Features
|
||||
|
||||
#### Async Query Execution
|
||||
```javascript
|
||||
const executor = new AsyncQueryExecutor(100);
|
||||
await executor.executeStreaming(query);
|
||||
```
|
||||
|
||||
#### Transactions
|
||||
```javascript
|
||||
const tx = new AsyncTransaction();
|
||||
tx.addOperation('CREATE (n:Person {name: "Alice"})');
|
||||
await tx.commit();
|
||||
```
|
||||
|
||||
#### Batch Operations
|
||||
```javascript
|
||||
const batch = new BatchOperations(1000);
|
||||
await batch.executeBatch(statements);
|
||||
```
|
||||
|
||||
## Building
|
||||
|
||||
### Prerequisites
|
||||
|
||||
1. Install Rust toolchain:
|
||||
```bash
|
||||
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
|
||||
```
|
||||
|
||||
2. Install wasm-pack:
|
||||
```bash
|
||||
curl https://rustwasm.github.io/wasm-pack/installer/init.sh -sSf | sh
|
||||
```
|
||||
|
||||
3. Add WASM target:
|
||||
```bash
|
||||
rustup target add wasm32-unknown-unknown
|
||||
```
|
||||
|
||||
### Build Commands
|
||||
|
||||
#### Build for Web (default)
|
||||
```bash
|
||||
cd /home/user/ruvector/crates/ruvector-graph-wasm
|
||||
./build.sh
|
||||
```
|
||||
|
||||
Or using npm:
|
||||
```bash
|
||||
cd /home/user/ruvector/npm/packages/graph-wasm
|
||||
npm run build
|
||||
```
|
||||
|
||||
#### Build for Node.js
|
||||
```bash
|
||||
npm run build:node
|
||||
```
|
||||
|
||||
#### Build for Bundlers
|
||||
```bash
|
||||
npm run build:bundler
|
||||
```
|
||||
|
||||
#### Build All Targets
|
||||
```bash
|
||||
npm run build:all
|
||||
```
|
||||
|
||||
### Using in Projects
|
||||
|
||||
#### Browser (ES Modules)
|
||||
```html
|
||||
<script type="module">
|
||||
import init, { GraphDB } from './ruvector_graph_wasm.js';
|
||||
|
||||
await init();
|
||||
const db = new GraphDB('cosine');
|
||||
// Use the database...
|
||||
</script>
|
||||
```
|
||||
|
||||
#### Node.js
|
||||
```javascript
|
||||
const { GraphDB } = require('@ruvector/graph-wasm/node');
|
||||
const db = new GraphDB('cosine');
|
||||
```
|
||||
|
||||
#### Bundlers (Webpack, Vite, etc.)
|
||||
```javascript
|
||||
import { GraphDB } from '@ruvector/graph-wasm';
|
||||
const db = new GraphDB('cosine');
|
||||
```
|
||||
|
||||
## Features Implemented
|
||||
|
||||
- ✅ Node CRUD operations
|
||||
- ✅ Edge CRUD operations
|
||||
- ✅ Hyperedge support (n-ary relationships)
|
||||
- ✅ Basic Cypher query parsing
|
||||
- ✅ Import/export to Cypher
|
||||
- ✅ Vector embeddings support
|
||||
- ✅ Database statistics
|
||||
- ✅ Async operations
|
||||
- ✅ Transaction support
|
||||
- ✅ Batch operations
|
||||
- ✅ TypeScript definitions
|
||||
- ✅ Browser compatibility
|
||||
- ✅ Node.js compatibility
|
||||
- ✅ Web Worker support (prepared)
|
||||
|
||||
## Roadmap
|
||||
|
||||
- [ ] Full Cypher parser implementation
|
||||
- [ ] IndexedDB persistence
|
||||
- [ ] Graph algorithms (PageRank, shortest path)
|
||||
- [ ] Advanced query optimization
|
||||
- [ ] Schema validation
|
||||
- [ ] Full-text search
|
||||
- [ ] Geospatial queries
|
||||
- [ ] Temporal graph queries
|
||||
|
||||
## Integration with RuVector
|
||||
|
||||
This WASM binding leverages RuVector's hypergraph implementation from `ruvector-core`:
|
||||
|
||||
- **HypergraphIndex**: Bipartite graph storage for n-ary relationships
|
||||
- **Hyperedge**: Multi-entity relationships with embeddings
|
||||
- **TemporalHyperedge**: Time-aware relationships
|
||||
- **CausalMemory**: Causal relationship tracking
|
||||
- **Distance Metrics**: Cosine, Euclidean, DotProduct, Manhattan
|
||||
|
||||
## File Locations
|
||||
|
||||
```
|
||||
/home/user/ruvector/
|
||||
├── crates/
|
||||
│ └── ruvector-graph-wasm/
|
||||
│ ├── Cargo.toml
|
||||
│ ├── README.md
|
||||
│ ├── build.sh
|
||||
│ └── src/
|
||||
│ ├── lib.rs
|
||||
│ ├── types.rs
|
||||
│ └── async_ops.rs
|
||||
├── npm/
|
||||
│ └── packages/
|
||||
│ └── graph-wasm/
|
||||
│ ├── package.json
|
||||
│ ├── index.js
|
||||
│ └── index.d.ts
|
||||
├── examples/
|
||||
│ └── graph_wasm_usage.html
|
||||
└── docs/
|
||||
└── graph-wasm-setup.md (this file)
|
||||
```
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. **Install WASM toolchain**:
|
||||
```bash
|
||||
rustup target add wasm32-unknown-unknown
|
||||
curl https://rustwasm.github.io/wasm-pack/installer/init.sh -sSf | sh
|
||||
```
|
||||
|
||||
2. **Build the package**:
|
||||
```bash
|
||||
cd /home/user/ruvector/crates/ruvector-graph-wasm
|
||||
./build.sh
|
||||
```
|
||||
|
||||
3. **Test in browser**:
|
||||
```bash
|
||||
# Serve the examples directory
|
||||
python3 -m http.server 8000
|
||||
# Open http://localhost:8000/examples/graph_wasm_usage.html
|
||||
```
|
||||
|
||||
4. **Publish to NPM** (when ready):
|
||||
```bash
|
||||
cd /home/user/ruvector/npm/packages/graph-wasm
|
||||
npm publish --access public
|
||||
```
|
||||
|
||||
## Support
|
||||
|
||||
- GitHub: https://github.com/ruvnet/ruvector
|
||||
- Issues: https://github.com/ruvnet/ruvector/issues
|
||||
- Docs: https://github.com/ruvnet/ruvector/wiki
|
||||
|
||||
---
|
||||
|
||||
**Created**: 2025-11-25
|
||||
**Version**: 0.1.1
|
||||
**License**: MIT
|
||||
Reference in New Issue
Block a user