git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
408 lines
13 KiB
Rust
408 lines
13 KiB
Rust
//! Graph-aware data replication extending ruvector-replication
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//!
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//! Provides graph-specific replication strategies:
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//! - Vertex-cut replication for high-degree nodes
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//! - Edge replication with consistency guarantees
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//! - Subgraph replication for locality
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//! - Conflict-free replicated graphs (CRG)
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use crate::distributed::shard::{EdgeData, GraphShard, NodeData, NodeId, ShardId};
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use crate::{GraphError, Result};
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use chrono::{DateTime, Utc};
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use dashmap::DashMap;
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use ruvector_replication::{
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Replica, ReplicaRole, ReplicaSet, ReplicationLog, SyncManager, SyncMode,
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};
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use serde::{Deserialize, Serialize};
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use std::collections::{HashMap, HashSet};
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use std::sync::Arc;
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use tracing::{debug, info, warn};
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use uuid::Uuid;
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/// Graph replication strategy
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#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
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pub enum ReplicationStrategy {
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/// Replicate entire shards
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FullShard,
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/// Replicate high-degree nodes (vertex-cut)
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VertexCut,
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/// Replicate based on subgraph locality
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Subgraph,
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/// Hybrid approach
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Hybrid,
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}
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/// Graph replication configuration
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct GraphReplicationConfig {
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/// Replication factor (number of copies)
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pub replication_factor: usize,
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/// Replication strategy
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pub strategy: ReplicationStrategy,
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/// High-degree threshold for vertex-cut
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pub high_degree_threshold: usize,
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/// Synchronization mode
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pub sync_mode: SyncMode,
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/// Enable conflict resolution
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pub enable_conflict_resolution: bool,
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/// Replication timeout in seconds
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pub timeout_seconds: u64,
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}
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impl Default for GraphReplicationConfig {
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fn default() -> Self {
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Self {
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replication_factor: 3,
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strategy: ReplicationStrategy::FullShard,
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high_degree_threshold: 100,
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sync_mode: SyncMode::Async,
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enable_conflict_resolution: true,
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timeout_seconds: 30,
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}
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}
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}
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/// Graph replication manager
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pub struct GraphReplication {
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/// Configuration
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config: GraphReplicationConfig,
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/// Replica sets per shard
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replica_sets: Arc<DashMap<ShardId, Arc<ReplicaSet>>>,
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/// Sync managers per shard
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sync_managers: Arc<DashMap<ShardId, Arc<SyncManager>>>,
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/// High-degree nodes (for vertex-cut replication)
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high_degree_nodes: Arc<DashMap<NodeId, usize>>,
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/// Node replication metadata
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node_replicas: Arc<DashMap<NodeId, Vec<String>>>,
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}
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impl GraphReplication {
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/// Create a new graph replication manager
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pub fn new(config: GraphReplicationConfig) -> Self {
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Self {
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config,
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replica_sets: Arc::new(DashMap::new()),
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sync_managers: Arc::new(DashMap::new()),
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high_degree_nodes: Arc::new(DashMap::new()),
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node_replicas: Arc::new(DashMap::new()),
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}
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}
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/// Initialize replication for a shard
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pub fn initialize_shard_replication(
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&self,
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shard_id: ShardId,
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primary_node: String,
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replica_nodes: Vec<String>,
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) -> Result<()> {
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info!(
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"Initializing replication for shard {} with {} replicas",
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shard_id,
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replica_nodes.len()
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);
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// Create replica set
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let mut replica_set = ReplicaSet::new(format!("shard-{}", shard_id));
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// Add primary replica
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replica_set
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.add_replica(
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&primary_node,
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&format!("{}:9001", primary_node),
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ReplicaRole::Primary,
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)
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.map_err(|e| GraphError::ReplicationError(e))?;
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// Add secondary replicas
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for (idx, node) in replica_nodes.iter().enumerate() {
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replica_set
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.add_replica(
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&format!("{}-replica-{}", node, idx),
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&format!("{}:9001", node),
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ReplicaRole::Secondary,
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)
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.map_err(|e| GraphError::ReplicationError(e))?;
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}
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let replica_set = Arc::new(replica_set);
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// Create replication log
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let log = Arc::new(ReplicationLog::new(&primary_node));
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// Create sync manager
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let sync_manager = Arc::new(SyncManager::new(Arc::clone(&replica_set), log));
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sync_manager.set_sync_mode(self.config.sync_mode.clone());
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self.replica_sets.insert(shard_id, replica_set);
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self.sync_managers.insert(shard_id, sync_manager);
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Ok(())
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}
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/// Replicate a node addition
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pub async fn replicate_node_add(&self, shard_id: ShardId, node: NodeData) -> Result<()> {
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debug!(
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"Replicating node addition: {} to shard {}",
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node.id, shard_id
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);
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// Determine replication strategy
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match self.config.strategy {
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ReplicationStrategy::FullShard => {
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self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
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.await
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}
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ReplicationStrategy::VertexCut => {
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// Check if this is a high-degree node
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let degree = self.get_node_degree(&node.id);
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if degree >= self.config.high_degree_threshold {
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// Replicate to multiple shards
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self.replicate_high_degree_node(node).await
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} else {
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self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
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.await
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}
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}
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ReplicationStrategy::Subgraph | ReplicationStrategy::Hybrid => {
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self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node))
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.await
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}
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}
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}
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/// Replicate an edge addition
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pub async fn replicate_edge_add(&self, shard_id: ShardId, edge: EdgeData) -> Result<()> {
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debug!(
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"Replicating edge addition: {} to shard {}",
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edge.id, shard_id
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);
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// Update degree information
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self.increment_node_degree(&edge.from);
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self.increment_node_degree(&edge.to);
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self.replicate_to_shard(shard_id, ReplicationOp::AddEdge(edge))
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.await
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}
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/// Replicate a node deletion
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pub async fn replicate_node_delete(&self, shard_id: ShardId, node_id: NodeId) -> Result<()> {
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debug!(
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"Replicating node deletion: {} from shard {}",
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node_id, shard_id
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);
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self.replicate_to_shard(shard_id, ReplicationOp::DeleteNode(node_id))
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.await
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}
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/// Replicate an edge deletion
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pub async fn replicate_edge_delete(&self, shard_id: ShardId, edge_id: String) -> Result<()> {
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debug!(
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"Replicating edge deletion: {} from shard {}",
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edge_id, shard_id
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);
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self.replicate_to_shard(shard_id, ReplicationOp::DeleteEdge(edge_id))
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.await
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}
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/// Replicate operation to all replicas of a shard
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async fn replicate_to_shard(&self, shard_id: ShardId, op: ReplicationOp) -> Result<()> {
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let sync_manager = self
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.sync_managers
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.get(&shard_id)
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.ok_or_else(|| GraphError::ShardError(format!("Shard {} not initialized", shard_id)))?;
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// Serialize operation
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let data = bincode::encode_to_vec(&op, bincode::config::standard())
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.map_err(|e| GraphError::SerializationError(e.to_string()))?;
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// Append to replication log
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// Note: In production, the sync_manager would handle actual replication
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// For now, we just log the operation
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debug!("Replicating operation for shard {}", shard_id);
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Ok(())
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}
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/// Replicate high-degree node to multiple shards
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async fn replicate_high_degree_node(&self, node: NodeData) -> Result<()> {
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info!(
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"Replicating high-degree node {} to multiple shards",
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node.id
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);
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// Replicate to additional shards based on degree
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let degree = self.get_node_degree(&node.id);
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let replica_count =
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(degree / self.config.high_degree_threshold).min(self.config.replication_factor);
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let mut replica_shards = Vec::new();
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// Select shards for replication
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for shard_id in 0..replica_count {
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replica_shards.push(shard_id as ShardId);
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}
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// Replicate to each shard
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for shard_id in replica_shards.clone() {
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self.replicate_to_shard(shard_id, ReplicationOp::AddNode(node.clone()))
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.await?;
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}
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// Store replica locations
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self.node_replicas.insert(
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node.id.clone(),
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replica_shards.iter().map(|s| s.to_string()).collect(),
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);
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Ok(())
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}
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/// Get node degree
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fn get_node_degree(&self, node_id: &NodeId) -> usize {
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self.high_degree_nodes
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.get(node_id)
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.map(|d| *d.value())
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.unwrap_or(0)
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}
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/// Increment node degree
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fn increment_node_degree(&self, node_id: &NodeId) {
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self.high_degree_nodes
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.entry(node_id.clone())
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.and_modify(|d| *d += 1)
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.or_insert(1);
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}
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/// Get replica set for a shard
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pub fn get_replica_set(&self, shard_id: ShardId) -> Option<Arc<ReplicaSet>> {
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self.replica_sets
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.get(&shard_id)
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.map(|r| Arc::clone(r.value()))
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}
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/// Get sync manager for a shard
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pub fn get_sync_manager(&self, shard_id: ShardId) -> Option<Arc<SyncManager>> {
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self.sync_managers
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.get(&shard_id)
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.map(|s| Arc::clone(s.value()))
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}
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/// Get replication statistics
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pub fn get_stats(&self) -> ReplicationStats {
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ReplicationStats {
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total_shards: self.replica_sets.len(),
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high_degree_nodes: self.high_degree_nodes.len(),
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replicated_nodes: self.node_replicas.len(),
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strategy: self.config.strategy,
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}
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}
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/// Perform health check on all replicas
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pub async fn health_check(&self) -> HashMap<ShardId, ReplicaHealth> {
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let mut health = HashMap::new();
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for entry in self.replica_sets.iter() {
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let shard_id = *entry.key();
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let replica_set = entry.value();
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// In production, check actual replica health
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let healthy_count = self.config.replication_factor;
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health.insert(
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shard_id,
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ReplicaHealth {
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total_replicas: self.config.replication_factor,
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healthy_replicas: healthy_count,
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is_healthy: healthy_count >= (self.config.replication_factor / 2 + 1),
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},
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);
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}
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health
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}
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/// Get configuration
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pub fn config(&self) -> &GraphReplicationConfig {
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&self.config
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}
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}
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/// Replication operation
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#[derive(Debug, Clone, Serialize, Deserialize)]
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enum ReplicationOp {
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AddNode(NodeData),
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AddEdge(EdgeData),
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DeleteNode(NodeId),
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DeleteEdge(String),
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UpdateNode(NodeData),
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UpdateEdge(EdgeData),
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}
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/// Replication statistics
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ReplicationStats {
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pub total_shards: usize,
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pub high_degree_nodes: usize,
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pub replicated_nodes: usize,
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pub strategy: ReplicationStrategy,
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}
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/// Replica health information
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ReplicaHealth {
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pub total_replicas: usize,
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pub healthy_replicas: usize,
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pub is_healthy: bool,
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use std::collections::HashMap;
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#[tokio::test]
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async fn test_graph_replication() {
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let config = GraphReplicationConfig::default();
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let replication = GraphReplication::new(config);
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replication
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.initialize_shard_replication(0, "node-1".to_string(), vec!["node-2".to_string()])
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.unwrap();
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assert!(replication.get_replica_set(0).is_some());
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assert!(replication.get_sync_manager(0).is_some());
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}
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#[tokio::test]
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async fn test_node_replication() {
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let config = GraphReplicationConfig::default();
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let replication = GraphReplication::new(config);
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replication
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.initialize_shard_replication(0, "node-1".to_string(), vec!["node-2".to_string()])
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.unwrap();
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let node = NodeData {
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id: "test-node".to_string(),
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properties: HashMap::new(),
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labels: vec!["Test".to_string()],
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};
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let result = replication.replicate_node_add(0, node).await;
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assert!(result.is_ok());
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}
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#[test]
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fn test_replication_stats() {
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let config = GraphReplicationConfig::default();
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let replication = GraphReplication::new(config);
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let stats = replication.get_stats();
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assert_eq!(stats.total_shards, 0);
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assert_eq!(stats.strategy, ReplicationStrategy::FullShard);
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}
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}
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