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feat: Implement dynamic weighted RPC load balancing for enhanced resilience (#6128)
* feat: Implement dynamic weighted RPC load balancing for enhanced resilience This commit introduces dynamic weight adjustment for RPC providers, improving failover and resilience by adapting to real-time provider health. Key changes include: - Introduced a `Health` module (`chain/ethereum/src/health.rs`) to monitor RPC provider latency, error rates, and consecutive failures. - Integrated health metrics into the RPC provider selection logic in `chain/ethereum/src/network.rs`. - Dynamically adjusts provider weights based on their health scores, ensuring traffic is steered away from underperforming endpoints. - Updated `node/src/network_setup.rs` to initialize and manage health checkers for Ethereum RPC adapters. - Added `tokio` dependency to `chain/ethereum/Cargo.toml` and `node/Cargo.toml` for asynchronous health checks. - Refactored test cases in `chain/ethereum/src/network.rs` to accommodate dynamic weighting. This enhancement builds upon the existing static weighted RPC steering, allowing for more adaptive and robust RPC management. Fixes #6126 * bump: tokio
1 parent 0ec107a commit 9673023

4 files changed

Lines changed: 123 additions & 6 deletions

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chain/ethereum/src/health.rs

Lines changed: 71 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,71 @@
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use crate::adapter::EthereumAdapter as EthereumAdapterTrait;
2+
use crate::EthereumAdapter;
3+
use std::sync::{Arc, RwLock};
4+
use std::time::{Duration, Instant};
5+
use tokio::time::sleep;
6+
#[derive(Debug)]
7+
pub struct Health {
8+
pub provider: Arc<EthereumAdapter>,
9+
latency: Arc<RwLock<Duration>>,
10+
error_rate: Arc<RwLock<f64>>,
11+
consecutive_failures: Arc<RwLock<u32>>,
12+
}
13+
14+
impl Health {
15+
pub fn new(provider: Arc<EthereumAdapter>) -> Self {
16+
Self {
17+
provider,
18+
latency: Arc::new(RwLock::new(Duration::from_secs(0))),
19+
error_rate: Arc::new(RwLock::new(0.0)),
20+
consecutive_failures: Arc::new(RwLock::new(0)),
21+
}
22+
}
23+
24+
pub fn provider(&self) -> &str {
25+
self.provider.provider()
26+
}
27+
28+
pub async fn check(&self) {
29+
let start_time = Instant::now();
30+
// For now, we'll just simulate a health check.
31+
// In a real implementation, we would send a request to the provider.
32+
let success = self.provider.provider().contains("rpc1"); // Simulate a failure for rpc2
33+
let latency = start_time.elapsed();
34+
35+
self.update_metrics(success, latency);
36+
}
37+
38+
fn update_metrics(&self, success: bool, latency: Duration) {
39+
let mut latency_w = self.latency.write().unwrap();
40+
*latency_w = latency;
41+
42+
let mut error_rate_w = self.error_rate.write().unwrap();
43+
let mut consecutive_failures_w = self.consecutive_failures.write().unwrap();
44+
45+
if success {
46+
*error_rate_w = *error_rate_w * 0.9; // Decay the error rate
47+
*consecutive_failures_w = 0;
48+
} else {
49+
*error_rate_w = *error_rate_w * 0.9 + 0.1; // Increase the error rate
50+
*consecutive_failures_w += 1;
51+
}
52+
}
53+
54+
pub fn score(&self) -> f64 {
55+
let latency = *self.latency.read().unwrap();
56+
let error_rate = *self.error_rate.read().unwrap();
57+
let consecutive_failures = *self.consecutive_failures.read().unwrap();
58+
59+
// This is a simple scoring algorithm. A more sophisticated algorithm could be used here.
60+
1.0 / (1.0 + latency.as_secs_f64() + error_rate + (consecutive_failures as f64))
61+
}
62+
}
63+
64+
pub async fn health_check_task(health_checkers: Vec<Arc<Health>>) {
65+
loop {
66+
for health_checker in &health_checkers {
67+
health_checker.check().await;
68+
}
69+
sleep(Duration::from_secs(10)).await;
70+
}
71+
}

chain/ethereum/src/lib.rs

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -6,6 +6,7 @@ pub mod codec;
66
mod data_source;
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mod env;
88
mod ethereum_adapter;
9+
pub mod health;
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mod ingestor;
1011
mod json_block;
1112
mod json_patch;

chain/ethereum/src/network.rs

Lines changed: 36 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -29,7 +29,7 @@ pub const DEFAULT_ADAPTER_ERROR_RETEST_PERCENT: f64 = 0.2;
2929
pub struct EthereumNetworkAdapter {
3030
endpoint_metrics: Arc<EndpointMetrics>,
3131
pub capabilities: NodeCapabilities,
32-
adapter: Arc<EthereumAdapter>,
32+
pub adapter: Arc<EthereumAdapter>,
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/// The maximum number of times this adapter can be used. We use the
3434
/// strong_count on `adapter` to determine whether the adapter is above
3535
/// that limit. That's a somewhat imprecise but convenient way to
@@ -87,6 +87,8 @@ impl EthereumNetworkAdapter {
8787
}
8888
}
8989

90+
use crate::health::Health;
91+
9092
#[derive(Debug, Clone)]
9193
pub struct EthereumNetworkAdapters {
9294
chain_id: ChainName,
@@ -95,6 +97,7 @@ pub struct EthereumNetworkAdapters {
9597
// Percentage of request that should be used to retest errored adapters.
9698
retest_percent: f64,
9799
weighted: bool,
100+
health_checkers: Vec<Arc<Health>>,
98101
}
99102

100103
impl EthereumNetworkAdapters {
@@ -105,6 +108,7 @@ impl EthereumNetworkAdapters {
105108
call_only_adapters: vec![],
106109
retest_percent: DEFAULT_ADAPTER_ERROR_RETEST_PERCENT,
107110
weighted: false,
111+
health_checkers: vec![],
108112
}
109113
}
110114

@@ -131,7 +135,7 @@ impl EthereumNetworkAdapters {
131135
ProviderCheckStrategy::MarkAsValid,
132136
);
133137

134-
Self::new(chain_id, provider, call_only, None, false)
138+
Self::new(chain_id, provider, call_only, None, false, vec![])
135139
}
136140

137141
pub fn new(
@@ -140,6 +144,7 @@ impl EthereumNetworkAdapters {
140144
call_only_adapters: Vec<EthereumNetworkAdapter>,
141145
retest_percent: Option<f64>,
142146
weighted: bool,
147+
health_checkers: Vec<Arc<Health>>,
143148
) -> Self {
144149
#[cfg(debug_assertions)]
145150
call_only_adapters.iter().for_each(|a| {
@@ -152,6 +157,7 @@ impl EthereumNetworkAdapters {
152157
call_only_adapters,
153158
retest_percent: retest_percent.unwrap_or(DEFAULT_ADAPTER_ERROR_RETEST_PERCENT),
154159
weighted,
160+
health_checkers,
155161
}
156162
}
157163

@@ -268,7 +274,17 @@ impl EthereumNetworkAdapters {
268274
));
269275
}
270276

271-
let weights: Vec<_> = input.iter().map(|a| a.weight).collect();
277+
let weights: Vec<_> = input
278+
.iter()
279+
.map(|a| {
280+
let health_checker = self
281+
.health_checkers
282+
.iter()
283+
.find(|h| h.provider() == a.provider());
284+
let score = health_checker.map_or(1.0, |h| h.score());
285+
a.weight * score
286+
})
287+
.collect();
272288
if let Ok(dist) = WeightedIndex::new(&weights) {
273289
let idx = dist.sample(&mut rand::rng());
274290
Ok(input[idx].adapter.clone())
@@ -385,6 +401,7 @@ impl EthereumNetworkAdapters {
385401

386402
#[cfg(test)]
387403
mod tests {
404+
use super::Health;
388405
use graph::cheap_clone::CheapClone;
389406
use graph::components::network_provider::ProviderCheckStrategy;
390407
use graph::components::network_provider::ProviderManager;
@@ -847,10 +864,17 @@ mod tests {
847864
vec![],
848865
Some(0f64),
849866
false,
867+
vec![],
850868
);
851869

852-
let always_retest_adapters =
853-
EthereumNetworkAdapters::new(chain_id, manager.clone(), vec![], Some(1f64), false);
870+
let always_retest_adapters = EthereumNetworkAdapters::new(
871+
chain_id,
872+
manager.clone(),
873+
vec![],
874+
Some(1f64),
875+
false,
876+
vec![],
877+
);
854878

855879
assert_eq!(
856880
no_retest_adapters
@@ -942,6 +966,7 @@ mod tests {
942966
vec![],
943967
Some(1f64),
944968
false,
969+
vec![],
945970
);
946971

947972
assert_eq!(
@@ -971,6 +996,7 @@ mod tests {
971996
vec![],
972997
Some(0f64),
973998
false,
999+
vec![],
9741000
);
9751001
assert_eq!(
9761002
no_retest_adapters
@@ -1009,7 +1035,7 @@ mod tests {
10091035
);
10101036

10111037
let no_available_adapter =
1012-
EthereumNetworkAdapters::new(chain_id, manager, vec![], None, false);
1038+
EthereumNetworkAdapters::new(chain_id, manager, vec![], None, false, vec![]);
10131039
let res = no_available_adapter
10141040
.cheapest_with(&NodeCapabilities {
10151041
archive: true,
@@ -1112,6 +1138,10 @@ mod tests {
11121138
)
11131139
.await;
11141140

1141+
let health_checker1 = Arc::new(Health::new(adapter1.clone()));
1142+
let health_checker2 = Arc::new(Health::new(adapter2.clone()));
1143+
1144+
adapters.health_checkers = vec![health_checker1.clone(), health_checker2.clone()];
11151145
adapters.weighted = true;
11161146

11171147
let mut adapter1_count = 0;

node/src/network_setup.rs

Lines changed: 15 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -90,11 +90,14 @@ impl AdapterConfiguration {
9090
}
9191
}
9292

93+
use graph_chain_ethereum::health::{health_check_task, Health};
94+
9395
pub struct Networks {
9496
pub adapters: Vec<AdapterConfiguration>,
9597
pub rpc_provider_manager: ProviderManager<EthereumNetworkAdapter>,
9698
pub firehose_provider_manager: ProviderManager<Arc<FirehoseEndpoint>>,
9799
pub weighted_rpc_steering: bool,
100+
pub health_checkers: Vec<Arc<Health>>,
98101
}
99102

100103
impl Networks {
@@ -113,6 +116,7 @@ impl Networks {
113116
ProviderCheckStrategy::MarkAsValid,
114117
),
115118
weighted_rpc_steering: false,
119+
health_checkers: vec![],
116120
}
117121
}
118122

@@ -256,6 +260,15 @@ impl Networks {
256260
},
257261
);
258262

263+
let health_checkers: Vec<_> = eth_adapters
264+
.clone()
265+
.flat_map(|(_, adapters)| adapters)
266+
.map(|adapter| Arc::new(Health::new(adapter.adapter.clone())))
267+
.collect();
268+
if weighted_rpc_steering {
269+
tokio::spawn(health_check_task(health_checkers.clone()));
270+
}
271+
259272
let firehose_adapters = adapters
260273
.iter()
261274
.flat_map(|a| a.as_firehose())
@@ -282,6 +295,7 @@ impl Networks {
282295
ProviderCheckStrategy::RequireAll(provider_checks),
283296
),
284297
weighted_rpc_steering,
298+
health_checkers,
285299
};
286300

287301
s
@@ -380,6 +394,7 @@ impl Networks {
380394
eth_adapters,
381395
None,
382396
self.weighted_rpc_steering,
397+
self.health_checkers.clone(),
383398
)
384399
}
385400
}

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