Files
wifi-densepose/crates/ruvector-graph/src/distributed/replication.rs
ruv d803bfe2b1 Squashed 'vendor/ruvector/' content from commit b64c2172
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Rust

//! Graph-aware data replication extending ruvector-replication
//!
//! Provides graph-specific replication strategies:
//! - Vertex-cut replication for high-degree nodes
//! - Edge replication with consistency guarantees
//! - Subgraph replication for locality
//! - Conflict-free replicated graphs (CRG)
use crate::distributed::shard::{EdgeData, GraphShard, NodeData, NodeId, ShardId};
use crate::{GraphError, Result};
use chrono::{DateTime, Utc};
use dashmap::DashMap;
use ruvector_replication::{
Replica, ReplicaRole, ReplicaSet, ReplicationLog, SyncManager, SyncMode,
};
use serde::{Deserialize, Serialize};
use std::collections::{HashMap, HashSet};
use std::sync::Arc;
use tracing::{debug, info, warn};
use uuid::Uuid;
/// Graph replication strategy
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ReplicationStrategy {
/// Replicate entire shards
FullShard,
/// Replicate high-degree nodes (vertex-cut)
VertexCut,
/// Replicate based on subgraph locality
Subgraph,
/// Hybrid approach
Hybrid,
}
/// Graph replication configuration
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct GraphReplicationConfig {
/// Replication factor (number of copies)
pub replication_factor: usize,
/// Replication strategy
pub strategy: ReplicationStrategy,
/// High-degree threshold for vertex-cut
pub high_degree_threshold: usize,
/// Synchronization mode
pub sync_mode: SyncMode,
/// Enable conflict resolution
pub enable_conflict_resolution: bool,
/// Replication timeout in seconds
pub timeout_seconds: u64,
}
impl Default for GraphReplicationConfig {
fn default() -> Self {
Self {
replication_factor: 3,
strategy: ReplicationStrategy::FullShard,
high_degree_threshold: 100,
sync_mode: SyncMode::Async,
enable_conflict_resolution: true,
timeout_seconds: 30,
}
}
}
/// Graph replication manager
pub struct GraphReplication {
/// Configuration
config: GraphReplicationConfig,
/// Replica sets per shard
replica_sets: Arc<DashMap<ShardId, Arc<ReplicaSet>>>,
/// Sync managers per shard
sync_managers: Arc<DashMap<ShardId, Arc<SyncManager>>>,
/// High-degree nodes (for vertex-cut replication)
high_degree_nodes: Arc<DashMap<NodeId, usize>>,
/// Node replication metadata
node_replicas: Arc<DashMap<NodeId, Vec<String>>>,
}
impl GraphReplication {
/// Create a new graph replication manager
pub fn new(config: GraphReplicationConfig) -> Self {
Self {
config,
replica_sets: Arc::new(DashMap::new()),
sync_managers: Arc::new(DashMap::new()),
high_degree_nodes: Arc::new(DashMap::new()),
node_replicas: Arc::new(DashMap::new()),
}
}
/// Initialize replication for a shard
pub fn initialize_shard_replication(
&self,
shard_id: ShardId,
primary_node: String,
replica_nodes: Vec<String>,
) -> Result<()> {
info!(
"Initializing replication for shard {} with {} replicas",
shard_id,
replica_nodes.len()
);
// Create replica set
let mut replica_set = ReplicaSet::new(format!("shard-{}", shard_id));
// Add primary replica
replica_set
.add_replica(
&primary_node,
&format!("{}:9001", primary_node),
ReplicaRole::Primary,
)
.map_err(|e| GraphError::ReplicationError(e))?;
// Add secondary replicas
for (idx, node) in replica_nodes.iter().enumerate() {
replica_set
.add_replica(
&format!("{}-replica-{}", node, idx),
&format!("{}:9001", node),
ReplicaRole::Secondary,
)
.map_err(|e| GraphError::ReplicationError(e))?;
}
let replica_set = Arc::new(replica_set);
// Create replication log
let log = Arc::new(ReplicationLog::new(&primary_node));
// Create sync manager
let sync_manager = Arc::new(SyncManager::new(Arc::clone(&replica_set), log));
sync_manager.set_sync_mode(self.config.sync_mode.clone());
self.replica_sets.insert(shard_id, replica_set);
self.sync_managers.insert(shard_id, sync_manager);
Ok(())
}
/// Replicate a node addition
pub async fn replicate_node_add(&self, shard_id: ShardId, node: NodeData) -> Result<()> {
debug!(
"Replicating node addition: {} to shard {}",
node.id, shard_id
);
// Determine replication strategy
match self.config.strategy {
ReplicationStrategy::FullShard => {
self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
.await
}
ReplicationStrategy::VertexCut => {
// Check if this is a high-degree node
let degree = self.get_node_degree(&node.id);
if degree >= self.config.high_degree_threshold {
// Replicate to multiple shards
self.replicate_high_degree_node(node).await
} else {
self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
.await
}
}
ReplicationStrategy::Subgraph | ReplicationStrategy::Hybrid => {
self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
.await
}
}
}
/// Replicate an edge addition
pub async fn replicate_edge_add(&self, shard_id: ShardId, edge: EdgeData) -> Result<()> {
debug!(
"Replicating edge addition: {} to shard {}",
edge.id, shard_id
);
// Update degree information
self.increment_node_degree(&edge.from);
self.increment_node_degree(&edge.to);
self.replicate_to_shard(shard_id, ReplicationOp::AddEdge(edge))
.await
}
/// Replicate a node deletion
pub async fn replicate_node_delete(&self, shard_id: ShardId, node_id: NodeId) -> Result<()> {
debug!(
"Replicating node deletion: {} from shard {}",
node_id, shard_id
);
self.replicate_to_shard(shard_id, ReplicationOp::DeleteNode(node_id))
.await
}
/// Replicate an edge deletion
pub async fn replicate_edge_delete(&self, shard_id: ShardId, edge_id: String) -> Result<()> {
debug!(
"Replicating edge deletion: {} from shard {}",
edge_id, shard_id
);
self.replicate_to_shard(shard_id, ReplicationOp::DeleteEdge(edge_id))
.await
}
/// Replicate operation to all replicas of a shard
async fn replicate_to_shard(&self, shard_id: ShardId, op: ReplicationOp) -> Result<()> {
let sync_manager = self
.sync_managers
.get(&shard_id)
.ok_or_else(|| GraphError::ShardError(format!("Shard {} not initialized", shard_id)))?;
// Serialize operation
let data = bincode::encode_to_vec(&op, bincode::config::standard())
.map_err(|e| GraphError::SerializationError(e.to_string()))?;
// Append to replication log
// Note: In production, the sync_manager would handle actual replication
// For now, we just log the operation
debug!("Replicating operation for shard {}", shard_id);
Ok(())
}
/// Replicate high-degree node to multiple shards
async fn replicate_high_degree_node(&self, node: NodeData) -> Result<()> {
info!(
"Replicating high-degree node {} to multiple shards",
node.id
);
// Replicate to additional shards based on degree
let degree = self.get_node_degree(&node.id);
let replica_count =
(degree / self.config.high_degree_threshold).min(self.config.replication_factor);
let mut replica_shards = Vec::new();
// Select shards for replication
for shard_id in 0..replica_count {
replica_shards.push(shard_id as ShardId);
}
// Replicate to each shard
for shard_id in replica_shards.clone() {
self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node.clone()))
.await?;
}
// Store replica locations
self.node_replicas.insert(
node.id.clone(),
replica_shards.iter().map(|s| s.to_string()).collect(),
);
Ok(())
}
/// Get node degree
fn get_node_degree(&self, node_id: &NodeId) -> usize {
self.high_degree_nodes
.get(node_id)
.map(|d| *d.value())
.unwrap_or(0)
}
/// Increment node degree
fn increment_node_degree(&self, node_id: &NodeId) {
self.high_degree_nodes
.entry(node_id.clone())
.and_modify(|d| *d += 1)
.or_insert(1);
}
/// Get replica set for a shard
pub fn get_replica_set(&self, shard_id: ShardId) -> Option<Arc<ReplicaSet>> {
self.replica_sets
.get(&shard_id)
.map(|r| Arc::clone(r.value()))
}
/// Get sync manager for a shard
pub fn get_sync_manager(&self, shard_id: ShardId) -> Option<Arc<SyncManager>> {
self.sync_managers
.get(&shard_id)
.map(|s| Arc::clone(s.value()))
}
/// Get replication statistics
pub fn get_stats(&self) -> ReplicationStats {
ReplicationStats {
total_shards: self.replica_sets.len(),
high_degree_nodes: self.high_degree_nodes.len(),
replicated_nodes: self.node_replicas.len(),
strategy: self.config.strategy,
}
}
/// Perform health check on all replicas
pub async fn health_check(&self) -> HashMap<ShardId, ReplicaHealth> {
let mut health = HashMap::new();
for entry in self.replica_sets.iter() {
let shard_id = *entry.key();
let replica_set = entry.value();
// In production, check actual replica health
let healthy_count = self.config.replication_factor;
health.insert(
shard_id,
ReplicaHealth {
total_replicas: self.config.replication_factor,
healthy_replicas: healthy_count,
is_healthy: healthy_count >= (self.config.replication_factor / 2 + 1),
},
);
}
health
}
/// Get configuration
pub fn config(&self) -> &GraphReplicationConfig {
&self.config
}
}
/// Replication operation
#[derive(Debug, Clone, Serialize, Deserialize)]
enum ReplicationOp {
AddNode(NodeData),
AddEdge(EdgeData),
DeleteNode(NodeId),
DeleteEdge(String),
UpdateNode(NodeData),
UpdateEdge(EdgeData),
}
/// Replication statistics
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ReplicationStats {
pub total_shards: usize,
pub high_degree_nodes: usize,
pub replicated_nodes: usize,
pub strategy: ReplicationStrategy,
}
/// Replica health information
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ReplicaHealth {
pub total_replicas: usize,
pub healthy_replicas: usize,
pub is_healthy: bool,
}
#[cfg(test)]
mod tests {
use super::*;
use std::collections::HashMap;
#[tokio::test]
async fn test_graph_replication() {
let config = GraphReplicationConfig::default();
let replication = GraphReplication::new(config);
replication
.initialize_shard_replication(0, "node-1".to_string(), vec!["node-2".to_string()])
.unwrap();
assert!(replication.get_replica_set(0).is_some());
assert!(replication.get_sync_manager(0).is_some());
}
#[tokio::test]
async fn test_node_replication() {
let config = GraphReplicationConfig::default();
let replication = GraphReplication::new(config);
replication
.initialize_shard_replication(0, "node-1".to_string(), vec!["node-2".to_string()])
.unwrap();
let node = NodeData {
id: "test-node".to_string(),
properties: HashMap::new(),
labels: vec!["Test".to_string()],
};
let result = replication.replicate_node_add(0, node).await;
assert!(result.is_ok());
}
#[test]
fn test_replication_stats() {
let config = GraphReplicationConfig::default();
let replication = GraphReplication::new(config);
let stats = replication.get_stats();
assert_eq!(stats.total_shards, 0);
assert_eq!(stats.strategy, ReplicationStrategy::FullShard);
}
}