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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
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Cargo.lock

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chain/ethereum/Cargo.toml

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@@ -15,6 +15,7 @@ tiny-keccak = "1.5.0"
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hex = "0.4.3"
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semver = "1.0.26"
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thiserror = { workspace = true }
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tokio = { version = "1", features = ["full"] }
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itertools = "0.14.0"
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chain/ethereum/src/health.rs

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@@ -0,0 +1,71 @@
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use crate::adapter::EthereumAdapter as EthereumAdapterTrait;
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use crate::EthereumAdapter;
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use std::sync::{Arc, RwLock};
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use std::time::{Duration, Instant};
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use tokio::time::sleep;
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#[derive(Debug)]
7+
pub struct Health {
8+
pub provider: Arc<EthereumAdapter>,
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latency: Arc<RwLock<Duration>>,
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error_rate: Arc<RwLock<f64>>,
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consecutive_failures: Arc<RwLock<u32>>,
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}
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impl Health {
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pub fn new(provider: Arc<EthereumAdapter>) -> Self {
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Self {
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provider,
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latency: Arc::new(RwLock::new(Duration::from_secs(0))),
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error_rate: Arc::new(RwLock::new(0.0)),
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consecutive_failures: Arc::new(RwLock::new(0)),
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}
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}
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24+
pub fn provider(&self) -> &str {
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self.provider.provider()
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}
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pub async fn check(&self) {
29+
let start_time = Instant::now();
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// For now, we'll just simulate a health check.
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// 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();
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35+
self.update_metrics(success, latency);
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}
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38+
fn update_metrics(&self, success: bool, latency: Duration) {
39+
let mut latency_w = self.latency.write().unwrap();
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*latency_w = latency;
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let mut error_rate_w = self.error_rate.write().unwrap();
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let mut consecutive_failures_w = self.consecutive_failures.write().unwrap();
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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;
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}
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}
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pub fn score(&self) -> f64 {
55+
let latency = *self.latency.read().unwrap();
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let error_rate = *self.error_rate.read().unwrap();
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let consecutive_failures = *self.consecutive_failures.read().unwrap();
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// 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))
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}
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}
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64+
pub async fn health_check_task(health_checkers: Vec<Arc<Health>>) {
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loop {
66+
for health_checker in &health_checkers {
67+
health_checker.check().await;
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}
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sleep(Duration::from_secs(10)).await;
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}
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}

chain/ethereum/src/lib.rs

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@@ -5,6 +5,7 @@ pub mod codec;
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mod data_source;
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mod env;
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mod ethereum_adapter;
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pub mod health;
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mod ingestor;
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mod polling_block_stream;
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pub mod runtime;

chain/ethereum/src/network.rs

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@@ -28,7 +28,7 @@ pub const DEFAULT_ADAPTER_ERROR_RETEST_PERCENT: f64 = 0.2;
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pub struct EthereumNetworkAdapter {
2929
endpoint_metrics: Arc<EndpointMetrics>,
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pub capabilities: NodeCapabilities,
31-
adapter: Arc<EthereumAdapter>,
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pub adapter: Arc<EthereumAdapter>,
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/// The maximum number of times this adapter can be used. We use the
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/// strong_count on `adapter` to determine whether the adapter is above
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/// that limit. That's a somewhat imprecise but convenient way to
@@ -86,6 +86,8 @@ impl EthereumNetworkAdapter {
8686
}
8787
}
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89+
use crate::health::Health;
90+
8991
#[derive(Debug, Clone)]
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pub struct EthereumNetworkAdapters {
9193
chain_id: ChainName,
@@ -94,6 +96,7 @@ pub struct EthereumNetworkAdapters {
9496
// Percentage of request that should be used to retest errored adapters.
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retest_percent: f64,
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weighted: bool,
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health_checkers: Vec<Arc<Health>>,
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}
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99102
impl EthereumNetworkAdapters {
@@ -104,6 +107,7 @@ impl EthereumNetworkAdapters {
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call_only_adapters: vec![],
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retest_percent: DEFAULT_ADAPTER_ERROR_RETEST_PERCENT,
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weighted: false,
110+
health_checkers: vec![],
107111
}
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}
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@@ -130,7 +134,7 @@ impl EthereumNetworkAdapters {
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ProviderCheckStrategy::MarkAsValid,
131135
);
132136

133-
Self::new(chain_id, provider, call_only, None, false)
137+
Self::new(chain_id, provider, call_only, None, false, vec![])
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}
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136140
pub fn new(
@@ -139,6 +143,7 @@ impl EthereumNetworkAdapters {
139143
call_only_adapters: Vec<EthereumNetworkAdapter>,
140144
retest_percent: Option<f64>,
141145
weighted: bool,
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health_checkers: Vec<Arc<Health>>,
142147
) -> Self {
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#[cfg(debug_assertions)]
144149
call_only_adapters.iter().for_each(|a| {
@@ -151,6 +156,7 @@ impl EthereumNetworkAdapters {
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call_only_adapters,
152157
retest_percent: retest_percent.unwrap_or(DEFAULT_ADAPTER_ERROR_RETEST_PERCENT),
153158
weighted,
159+
health_checkers,
154160
}
155161
}
156162

@@ -267,7 +273,19 @@ impl EthereumNetworkAdapters {
267273
required_capabilities
268274
));
269275
}
270-
let weights: Vec<_> = input.iter().map(|a| a.weight).collect();
276+
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();
288+
271289
if let Ok(dist) = WeightedIndex::new(&weights) {
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let idx = dist.sample(&mut rand::rng());
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Ok(input[idx].adapter.clone())
@@ -382,6 +400,7 @@ impl EthereumNetworkAdapters {
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383401
#[cfg(test)]
384402
mod tests {
403+
use super::Health;
385404
use graph::cheap_clone::CheapClone;
386405
use graph::components::network_provider::ProviderCheckStrategy;
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use graph::components::network_provider::ProviderManager;
@@ -842,10 +861,17 @@ mod tests {
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vec![],
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Some(0f64),
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false,
864+
vec![],
845865
);
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847-
let always_retest_adapters =
848-
EthereumNetworkAdapters::new(chain_id, manager.clone(), vec![], Some(1f64), false);
867+
let always_retest_adapters = EthereumNetworkAdapters::new(
868+
chain_id,
869+
manager.clone(),
870+
vec![],
871+
Some(1f64),
872+
false,
873+
vec![],
874+
);
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850876
assert_eq!(
851877
no_retest_adapters
@@ -937,6 +963,7 @@ mod tests {
937963
vec![],
938964
Some(1f64),
939965
false,
966+
vec![],
940967
);
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942969
assert_eq!(
@@ -960,8 +987,14 @@ mod tests {
960987
ProviderCheckStrategy::MarkAsValid,
961988
);
962989

963-
let no_retest_adapters =
964-
EthereumNetworkAdapters::new(chain_id.clone(), manager, vec![], Some(0f64), false);
990+
let no_retest_adapters = EthereumNetworkAdapters::new(
991+
chain_id.clone(),
992+
manager,
993+
vec![],
994+
Some(0f64),
995+
false,
996+
vec![],
997+
);
965998
assert_eq!(
966999
no_retest_adapters
9671000
.cheapest_with(&NodeCapabilities {
@@ -1003,7 +1036,7 @@ mod tests {
10031036
);
10041037

10051038
let no_available_adapter =
1006-
EthereumNetworkAdapters::new(chain_id, manager, vec![], None, false);
1039+
EthereumNetworkAdapters::new(chain_id, manager, vec![], None, false, vec![]);
10071040
let res = no_available_adapter
10081041
.cheapest_with(&NodeCapabilities {
10091042
archive: true,
@@ -1077,7 +1110,7 @@ mod tests {
10771110
.await,
10781111
);
10791112

1080-
let adapters = EthereumNetworkAdapters::for_testing(
1113+
let mut adapters = EthereumNetworkAdapters::for_testing(
10811114
vec![
10821115
EthereumNetworkAdapter::new(
10831116
metrics.cheap_clone(),
@@ -1104,7 +1137,10 @@ mod tests {
11041137
)
11051138
.await;
11061139

1107-
let mut adapters = adapters;
1140+
let health_checker1 = Arc::new(Health::new(adapter1.clone()));
1141+
let health_checker2 = Arc::new(Health::new(adapter2.clone()));
1142+
1143+
adapters.health_checkers = vec![health_checker1.clone(), health_checker2.clone()];
11081144
adapters.weighted = true;
11091145

11101146
let mut adapter1_count = 0;

node/Cargo.toml

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Original file line numberDiff line numberDiff line change
@@ -45,6 +45,7 @@ prometheus = { version = "0.14.0", features = ["push"] }
4545
json-structural-diff = { version = "0.2", features = ["colorize"] }
4646
globset = "0.4.16"
4747
notify = "8.0.0"
48+
tokio = { version = "1.47.1", features = ["full"] }
4849

4950
[target.'cfg(unix)'.dependencies]
5051
pgtemp = { git = "https://github.com/graphprotocol/pgtemp", branch = "initdb-args" }

node/src/network_setup.rs

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Original file line numberDiff line numberDiff line change
@@ -103,12 +103,15 @@ impl AdapterConfiguration {
103103
}
104104
}
105105

106+
use graph_chain_ethereum::health::{health_check_task, Health};
107+
106108
pub struct Networks {
107109
pub adapters: Vec<AdapterConfiguration>,
108110
pub rpc_provider_manager: ProviderManager<EthereumNetworkAdapter>,
109111
pub firehose_provider_manager: ProviderManager<Arc<FirehoseEndpoint>>,
110112
pub substreams_provider_manager: ProviderManager<Arc<FirehoseEndpoint>>,
111113
pub weighted_rpc_steering: bool,
114+
pub health_checkers: Vec<Arc<Health>>,
112115
}
113116

114117
impl Networks {
@@ -132,6 +135,7 @@ impl Networks {
132135
ProviderCheckStrategy::MarkAsValid,
133136
),
134137
weighted_rpc_steering: false,
138+
health_checkers: vec![],
135139
}
136140
}
137141

@@ -293,6 +297,15 @@ impl Networks {
293297
},
294298
);
295299

300+
let health_checkers: Vec<_> = eth_adapters
301+
.clone()
302+
.flat_map(|(_, adapters)| adapters)
303+
.map(|adapter| Arc::new(Health::new(adapter.adapter.clone())))
304+
.collect();
305+
if weighted_rpc_steering {
306+
tokio::spawn(health_check_task(health_checkers.clone()));
307+
}
308+
296309
let firehose_adapters = adapters
297310
.iter()
298311
.flat_map(|a| a.as_firehose())
@@ -341,6 +354,7 @@ impl Networks {
341354
ProviderCheckStrategy::RequireAll(provider_checks),
342355
),
343356
weighted_rpc_steering,
357+
health_checkers,
344358
};
345359

346360
s
@@ -455,6 +469,7 @@ impl Networks {
455469
eth_adapters,
456470
None,
457471
self.weighted_rpc_steering,
472+
self.health_checkers.clone(),
458473
)
459474
}
460475
}

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