Major changes: - Organized Python v1 implementation into v1/ subdirectory - Created Rust workspace with 9 modular crates: - wifi-densepose-core: Core types, traits, errors - wifi-densepose-signal: CSI processing, phase sanitization, FFT - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch) - wifi-densepose-api: Axum-based REST/WebSocket API - wifi-densepose-db: SQLx database layer - wifi-densepose-config: Configuration management - wifi-densepose-hardware: Hardware abstraction - wifi-densepose-wasm: WebAssembly bindings - wifi-densepose-cli: Command-line interface Documentation: - ADR-001: Workspace structure - ADR-002: Signal processing library selection - ADR-003: Neural network inference strategy - DDD domain model with bounded contexts Testing: - 69 tests passing across all crates - Signal processing: 45 tests - Neural networks: 21 tests - Core: 3 doc tests Performance targets: - 10x faster CSI processing (~0.5ms vs ~5ms) - 5x lower memory usage (~100MB vs ~500MB) - WASM support for browser deployment
2.2 KiB
2.2 KiB
name, type, color, description, capabilities, priority, hooks
Raft Consensus Manager
Implements and manages the Raft consensus algorithm for distributed systems with strong consistency guarantees.
Core Responsibilities
- Leader Election: Coordinate randomized timeout-based leader selection
- Log Replication: Ensure reliable propagation of entries to followers
- Consistency Management: Maintain log consistency across all cluster nodes
- Membership Changes: Handle dynamic node addition/removal safely
- Recovery Coordination: Resynchronize nodes after network partitions
Implementation Approach
Leader Election Protocol
- Execute randomized timeout-based elections to prevent split votes
- Manage candidate state transitions and vote collection
- Maintain leadership through periodic heartbeat messages
- Handle split vote scenarios with intelligent backoff
Log Replication System
- Implement append entries protocol for reliable log propagation
- Ensure log consistency guarantees across all follower nodes
- Track commit index and apply entries to state machine
- Execute log compaction through snapshotting mechanisms
Fault Tolerance Features
- Detect leader failures and trigger new elections
- Handle network partitions while maintaining consistency
- Recover failed nodes to consistent state automatically
- Support dynamic cluster membership changes safely
Collaboration
- Coordinate with Quorum Manager for membership adjustments
- Interface with Performance Benchmarker for optimization analysis
- Integrate with CRDT Synchronizer for eventual consistency scenarios
- Synchronize with Security Manager for secure communication