Files
lighthouse/validator_client/src/beacon_node_fallback.rs
2024-04-26 17:44:20 +10:00

795 lines
29 KiB
Rust

//! Allows for a list of `BeaconNodeHttpClient` to appear as a single entity which will exhibits
//! "fallback" behaviour; it will try a request on all of the nodes until one or none of them
//! succeed.
use crate::beacon_node_health::{
BeaconNodeHealth, BeaconNodeSyncDistanceTiers, ExecutionEngineHealth, IsOptimistic,
SyncDistanceTier,
};
use crate::check_synced::check_node_health;
use crate::http_metrics::metrics::{inc_counter_vec, ENDPOINT_ERRORS, ENDPOINT_REQUESTS};
use environment::RuntimeContext;
use eth2::BeaconNodeHttpClient;
use futures::future;
use parking_lot::RwLock as PLRwLock;
use serde::{Deserialize, Serialize};
use slog::{debug, error, warn, Logger};
use slot_clock::SlotClock;
use std::cmp::Ordering;
use std::fmt;
use std::fmt::Debug;
use std::future::Future;
use std::marker::PhantomData;
use std::sync::Arc;
use std::time::{Duration, Instant};
use strum::{EnumString, EnumVariantNames};
use tokio::{sync::RwLock, time::sleep};
use types::{ChainSpec, Config as ConfigSpec, EthSpec, Slot};
/// Message emitted when the VC detects the BN is using a different spec.
const UPDATE_REQUIRED_LOG_HINT: &str = "this VC or the remote BN may need updating";
/// The number of seconds *prior* to slot start that we will try and update the state of fallback
/// nodes.
///
/// Ideally this should be somewhere between 2/3rds through the slot and the end of it. If we set it
/// too early, we risk switching nodes between the time of publishing an attestation and publishing
/// an aggregate; this may result in a missed aggregation. If we set this time too late, we risk not
/// having the correct nodes up and running prior to the start of the slot.
const SLOT_LOOKAHEAD: Duration = Duration::from_secs(2);
/// If the beacon node slot_clock is within 1 slot, this is deemed acceptable. Otherwise the node
/// will be marked as CandidateError::TimeDiscrepancy.
const FUTURE_SLOT_TOLERANCE: Slot = Slot::new(1);
// Configuration for the Beacon Node fallback.
#[derive(Copy, Clone, Debug, Default, Serialize, Deserialize)]
pub struct Config {
/// Disables publishing http api requests to all beacon nodes for select api calls.
pub disable_run_on_all: bool,
pub sync_tolerances: BeaconNodeSyncDistanceTiers,
}
/// Indicates a measurement of latency between the VC and a BN.
pub struct LatencyMeasurement {
/// An identifier for the beacon node (e.g. the URL).
pub beacon_node_id: String,
/// The round-trip latency, if the BN responded successfully.
pub latency: Option<Duration>,
}
/// Starts a service that will routinely try and update the status of the provided `beacon_nodes`.
///
/// See `SLOT_LOOKAHEAD` for information about when this should run.
pub fn start_fallback_updater_service<T: SlotClock + 'static, E: EthSpec>(
context: RuntimeContext<E>,
beacon_nodes: Arc<BeaconNodeFallback<T, E>>,
) -> Result<(), &'static str> {
let executor = context.executor;
if beacon_nodes.slot_clock.is_none() {
return Err("Cannot start fallback updater without slot clock");
}
let future = async move {
loop {
beacon_nodes.update_all_candidates().await;
let sleep_time = beacon_nodes
.slot_clock
.as_ref()
.and_then(|slot_clock| {
let slot = slot_clock.now()?;
let till_next_slot = slot_clock.duration_to_slot(slot + 1)?;
till_next_slot.checked_sub(SLOT_LOOKAHEAD)
})
.unwrap_or_else(|| Duration::from_secs(1));
sleep(sleep_time).await
}
};
executor.spawn(future, "fallback");
Ok(())
}
#[derive(Debug)]
pub enum Error<T> {
/// The node was unavailable and we didn't attempt to contact it.
Unavailable(CandidateError),
/// We attempted to contact the node but it failed.
RequestFailed(T),
}
impl<T> Error<T> {
pub fn request_failure(&self) -> Option<&T> {
match self {
Error::RequestFailed(e) => Some(e),
_ => None,
}
}
}
/// The list of errors encountered whilst attempting to perform a query.
pub struct Errors<T>(pub Vec<(String, Error<T>)>);
impl<T: Debug> fmt::Display for Errors<T> {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
if !self.0.is_empty() {
write!(f, "Some endpoints failed, num_failed: {}", self.0.len())?;
}
for (i, (id, error)) in self.0.iter().enumerate() {
let comma = if i + 1 < self.0.len() { "," } else { "" };
write!(f, " {} => {:?}{}", id, error, comma)?;
}
Ok(())
}
}
/// Reasons why a candidate might not be ready.
#[derive(Debug, Clone, Copy, Deserialize, Serialize)]
pub enum CandidateError {
Uninitialized,
Offline,
Incompatible,
TimeDiscrepancy,
}
#[derive(Debug, Clone)]
pub struct CandidateInfo {
pub index: usize,
pub node: String,
pub health: Option<BeaconNodeHealth>,
}
/// Represents a `BeaconNodeHttpClient` inside a `BeaconNodeFallback` that may or may not be used
/// for a query.
#[derive(Debug)]
pub struct CandidateBeaconNode<E> {
pub index: usize,
pub beacon_node: BeaconNodeHttpClient,
pub health: PLRwLock<Result<BeaconNodeHealth, CandidateError>>,
_phantom: PhantomData<E>,
}
impl<E: EthSpec> PartialEq for CandidateBeaconNode<E> {
fn eq(&self, other: &Self) -> bool {
self.index == other.index && self.beacon_node == other.beacon_node
}
}
impl<E: EthSpec> Eq for CandidateBeaconNode<E> {}
impl<E: EthSpec> Ord for CandidateBeaconNode<E> {
fn cmp(&self, other: &Self) -> Ordering {
match (&(self.health()), &(other.health())) {
(Err(_), Err(_)) => Ordering::Equal,
(Err(_), _) => Ordering::Greater,
(_, Err(_)) => Ordering::Less,
(Ok(health_1), Ok(health_2)) => health_1.cmp(health_2),
}
}
}
impl<E: EthSpec> PartialOrd for CandidateBeaconNode<E> {
fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
Some(self.cmp(other))
}
}
impl<E: EthSpec> CandidateBeaconNode<E> {
/// Instantiate a new node.
pub fn new(beacon_node: BeaconNodeHttpClient, index: usize) -> Self {
Self {
index,
beacon_node,
health: PLRwLock::new(Err(CandidateError::Uninitialized)),
_phantom: PhantomData,
}
}
/// Returns the health of `self`.
pub fn health(&self) -> Result<BeaconNodeHealth, CandidateError> {
*self.health.read()
}
pub async fn refresh_health<T: SlotClock>(
&self,
distance_tiers: &BeaconNodeSyncDistanceTiers,
slot_clock: Option<&T>,
spec: &ChainSpec,
log: &Logger,
) -> Result<(), CandidateError> {
if let Err(e) = self.is_compatible(spec, log).await {
*self.health.write() = Err(e);
return Err(e);
}
if let Some(slot_clock) = slot_clock {
match check_node_health(&self.beacon_node, log).await {
Ok((head, is_optimistic, el_offline)) => {
let slot_clock_head = slot_clock.now().ok_or(CandidateError::Uninitialized)?;
if head > slot_clock_head + FUTURE_SLOT_TOLERANCE {
return Err(CandidateError::TimeDiscrepancy);
}
let sync_distance = slot_clock_head.saturating_sub(head);
// Currently ExecutionEngineHealth is solely determined by online status.
let execution_status = if el_offline {
ExecutionEngineHealth::Unhealthy
} else {
ExecutionEngineHealth::Healthy
};
let optimistic_status = if is_optimistic {
IsOptimistic::Yes
} else {
IsOptimistic::No
};
let new_health = BeaconNodeHealth::from_status(
self.index,
sync_distance,
head,
optimistic_status,
execution_status,
distance_tiers,
);
*self.health.write() = Ok(new_health);
Ok(())
}
Err(e) => {
// Set the health as `Err` which is sorted last in the list.
*self.health.write() = Err(e);
Err(e)
}
}
} else {
// Slot clock will only be `None` at startup.
// Assume compatible nodes are available.
Ok(())
}
}
/// Checks if the node has the correct specification.
async fn is_compatible(&self, spec: &ChainSpec, log: &Logger) -> Result<(), CandidateError> {
let config = self
.beacon_node
.get_config_spec::<ConfigSpec>()
.await
.map_err(|e| {
error!(
log,
"Unable to read spec from beacon node";
"error" => %e,
"endpoint" => %self.beacon_node,
);
CandidateError::Offline
})?
.data;
let beacon_node_spec = ChainSpec::from_config::<E>(&config).ok_or_else(|| {
error!(
log,
"The minimal/mainnet spec type of the beacon node does not match the validator \
client. See the --network command.";
"endpoint" => %self.beacon_node,
);
CandidateError::Incompatible
})?;
if beacon_node_spec.genesis_fork_version != spec.genesis_fork_version {
error!(
log,
"Beacon node is configured for a different network";
"endpoint" => %self.beacon_node,
"bn_genesis_fork" => ?beacon_node_spec.genesis_fork_version,
"our_genesis_fork" => ?spec.genesis_fork_version,
);
return Err(CandidateError::Incompatible);
} else if beacon_node_spec.altair_fork_epoch != spec.altair_fork_epoch {
warn!(
log,
"Beacon node has mismatched Altair fork epoch";
"endpoint" => %self.beacon_node,
"endpoint_altair_fork_epoch" => ?beacon_node_spec.altair_fork_epoch,
"hint" => UPDATE_REQUIRED_LOG_HINT,
);
} else if beacon_node_spec.bellatrix_fork_epoch != spec.bellatrix_fork_epoch {
warn!(
log,
"Beacon node has mismatched Bellatrix fork epoch";
"endpoint" => %self.beacon_node,
"endpoint_bellatrix_fork_epoch" => ?beacon_node_spec.bellatrix_fork_epoch,
"hint" => UPDATE_REQUIRED_LOG_HINT,
);
} else if beacon_node_spec.capella_fork_epoch != spec.capella_fork_epoch {
warn!(
log,
"Beacon node has mismatched Capella fork epoch";
"endpoint" => %self.beacon_node,
"endpoint_capella_fork_epoch" => ?beacon_node_spec.capella_fork_epoch,
"hint" => UPDATE_REQUIRED_LOG_HINT,
);
} else if beacon_node_spec.deneb_fork_epoch != spec.deneb_fork_epoch {
warn!(
log,
"Beacon node has mismatched Deneb fork epoch";
"endpoint" => %self.beacon_node,
"endpoint_deneb_fork_epoch" => ?beacon_node_spec.deneb_fork_epoch,
"hint" => UPDATE_REQUIRED_LOG_HINT,
);
} else if beacon_node_spec.electra_fork_epoch != spec.electra_fork_epoch {
warn!(
log,
"Beacon node has mismatched Electra fork epoch";
"endpoint" => %self.beacon_node,
"endpoint_electra_fork_epoch" => ?beacon_node_spec.electra_fork_epoch,
"hint" => UPDATE_REQUIRED_LOG_HINT,
);
}
Ok(())
}
}
/// A collection of `CandidateBeaconNode` that can be used to perform requests with "fallback"
/// behaviour, where the failure of one candidate results in the next candidate receiving an
/// identical query.
#[derive(Clone, Debug)]
pub struct BeaconNodeFallback<T, E> {
pub candidates: Arc<RwLock<Vec<CandidateBeaconNode<E>>>>,
distance_tiers: BeaconNodeSyncDistanceTiers,
slot_clock: Option<T>,
broadcast_topics: Vec<ApiTopic>,
spec: ChainSpec,
log: Logger,
}
impl<T: SlotClock, E: EthSpec> BeaconNodeFallback<T, E> {
pub fn new(
candidates: Vec<CandidateBeaconNode<E>>,
config: Config,
broadcast_topics: Vec<ApiTopic>,
spec: ChainSpec,
log: Logger,
) -> Self {
let distance_tiers = config.sync_tolerances;
Self {
candidates: Arc::new(RwLock::new(candidates)),
distance_tiers,
slot_clock: None,
broadcast_topics,
spec,
log,
}
}
/// Used to update the slot clock post-instantiation.
///
/// This is the result of a chicken-and-egg issue where `Self` needs a slot clock for some
/// operations, but `Self` is required to obtain the slot clock since we need the genesis time
/// from a beacon node.
pub fn set_slot_clock(&mut self, slot_clock: T) {
self.slot_clock = Some(slot_clock);
}
/// The count of candidates, regardless of their state.
pub async fn num_total(&self) -> usize {
self.candidates.read().await.len()
}
/// The count of candidates that are online and compatible, but not necessarily synced.
pub async fn num_available(&self) -> usize {
let mut n = 0;
for candidate in self.candidates.read().await.iter() {
match candidate.health() {
Ok(_) | Err(CandidateError::Uninitialized) => n += 1,
Err(_) => continue,
}
}
n
}
// Returns all data required by the VC notifier.
pub async fn get_notifier_info(&self) -> (Vec<CandidateInfo>, usize, usize) {
let candidates = self.candidates.read().await;
let mut candidate_info = Vec::with_capacity(candidates.len());
let mut num_available = 0;
let mut num_synced = 0;
for candidate in candidates.iter() {
let health = candidate.health();
match candidate.health() {
Ok(health) => {
if self
.distance_tiers
.compute_distance_tier(health.health_tier.sync_distance)
== SyncDistanceTier::Synced
{
num_synced += 1;
}
num_available += 1;
}
Err(CandidateError::Uninitialized) => num_available += 1,
Err(_) => continue,
}
candidate_info.push(CandidateInfo {
index: candidate.index,
node: candidate.beacon_node.to_string(),
health: health.ok(),
});
}
(candidate_info, num_available, num_synced)
}
/// Loop through ALL candidates in `self.candidates` and update their sync status.
///
/// It is possible for a node to return an unsynced status while continuing to serve
/// low quality responses. To route around this it's best to poll all connected beacon nodes.
/// A previous implementation of this function polled only the unavailable BNs.
pub async fn update_all_candidates(&self) {
let candidates = self.candidates.read().await;
let mut futures = Vec::with_capacity(candidates.len());
let mut nodes = Vec::with_capacity(candidates.len());
for candidate in candidates.iter() {
futures.push(candidate.refresh_health(
&self.distance_tiers,
self.slot_clock.as_ref(),
&self.spec,
&self.log,
));
nodes.push(candidate.beacon_node.to_string());
}
// Run all updates concurrently.
let future_results = future::join_all(futures).await;
let results = future_results.iter().zip(nodes);
for (result, node) in results {
if let Err(e) = result {
warn!(
self.log,
"A connected beacon node errored during routine health check.";
"error" => ?e,
"endpoint" => node,
);
}
}
drop(candidates);
// Sort the list to put the healthiest candidate first.
let mut write = self.candidates.write().await;
write.sort();
}
/// Concurrently send a request to all candidates (regardless of
/// offline/online) status and attempt to collect a rough reading on the
/// latency between the VC and candidate.
pub async fn measure_latency(&self) -> Vec<LatencyMeasurement> {
let candidates = self.candidates.read().await;
let futures: Vec<_> = candidates
.iter()
.map(|candidate| async {
let beacon_node_id = candidate.beacon_node.to_string();
// The `node/version` endpoint is used since I imagine it would
// require the least processing in the BN and therefore measure
// the connection moreso than the BNs processing speed.
//
// I imagine all clients have the version string availble as a
// pre-computed string.
let response_instant = candidate
.beacon_node
.get_node_version()
.await
.ok()
.map(|_| Instant::now());
(beacon_node_id, response_instant)
})
.collect();
let request_instant = Instant::now();
// Send the request to all BNs at the same time. This might involve some
// queueing on the sending host, however I hope it will avoid bias
// caused by sending requests at different times.
future::join_all(futures)
.await
.into_iter()
.map(|(beacon_node_id, response_instant)| LatencyMeasurement {
beacon_node_id,
latency: response_instant
.and_then(|response| response.checked_duration_since(request_instant)),
})
.collect()
}
/// Run `func` against each candidate in `self`, returning immediately if a result is found.
/// Otherwise, return all the errors encountered along the way.
///
/// First this function will try all nodes with a suitable status. If no candidates are suitable
/// or all the requests fail, it will try updating the status of all unsuitable nodes and
/// re-running `func` again.
pub async fn first_success<F, O, Err, R>(&self, func: F) -> Result<O, Errors<Err>>
where
F: Fn(BeaconNodeHttpClient) -> R,
R: Future<Output = Result<O, Err>>,
Err: Debug,
{
let mut errors = vec![];
let log = &self.log.clone();
// Run `func` using a `candidate`, returning the value or capturing errors.
//
// We use a macro instead of a closure here since it is not trivial to move `func` into a
// closure.
macro_rules! try_func {
($candidate: ident) => {{
inc_counter_vec(&ENDPOINT_REQUESTS, &[$candidate.beacon_node.as_ref()]);
// There exists a race condition where `func` may be called when the candidate is
// actually not ready. We deem this an acceptable inefficiency.
match func($candidate.beacon_node.clone()).await {
Ok(val) => return Ok(val),
Err(e) => {
debug!(
log,
"Request to beacon node failed";
"node" => $candidate.beacon_node.to_string(),
"error" => ?e,
);
errors.push(($candidate.beacon_node.to_string(), Error::RequestFailed(e)));
inc_counter_vec(&ENDPOINT_ERRORS, &[$candidate.beacon_node.as_ref()]);
}
}
}};
}
// First pass: try `func` on all synced and ready candidates.
//
// This ensures that we always choose a synced node if it is available.
let candidates = self.candidates.read().await;
for candidate in candidates.iter() {
try_func!(candidate);
}
// There were no candidates already ready and we were unable to make any of them ready.
Err(Errors(errors))
}
/// Run `func` against all candidates in `self`, collecting the result of `func` against each
/// candidate.
///
/// First this function will try all nodes with a suitable status. If no candidates are suitable
/// it will try updating the status of all unsuitable nodes and re-running `func` again.
///
/// Note: This function returns `Ok(())` if `func` returned successfully on all beacon nodes.
/// It returns a list of errors along with the beacon node id that failed for `func`.
/// Since this ignores the actual result of `func`, this function should only be used for beacon
/// node calls whose results we do not care about, only that they completed successfully.
pub async fn broadcast<F, O, Err, R>(&self, func: F) -> Result<(), Errors<Err>>
where
F: Fn(BeaconNodeHttpClient) -> R,
R: Future<Output = Result<O, Err>>,
{
let mut results = vec![];
// Run `func` using a `candidate`, returning the value or capturing errors.
//
// We use a macro instead of a closure here since it is not trivial to move `func` into a
// closure.
macro_rules! try_func {
($candidate: ident) => {{
inc_counter_vec(&ENDPOINT_REQUESTS, &[$candidate.beacon_node.as_ref()]);
// There exists a race condition where `func` may be called when the candidate is
// actually not ready. We deem this an acceptable inefficiency.
match func($candidate.beacon_node.clone()).await {
Ok(val) => results.push(Ok(val)),
Err(e) => {
results.push(Err((
$candidate.beacon_node.to_string(),
Error::RequestFailed(e),
)));
inc_counter_vec(&ENDPOINT_ERRORS, &[$candidate.beacon_node.as_ref()]);
}
}
}};
}
// First pass: try `func` on all synced and ready candidates.
//
// This ensures that we always choose a synced node if it is available.
let candidates = self.candidates.read().await;
for candidate in candidates.iter() {
try_func!(candidate);
}
let errors: Vec<_> = results.into_iter().filter_map(|res| res.err()).collect();
if !errors.is_empty() {
Err(Errors(errors))
} else {
Ok(())
}
}
/// Call `func` on first beacon node that returns success or on all beacon nodes
/// depending on the `topic` and configuration.
pub async fn request<F, Err, R>(&self, topic: ApiTopic, func: F) -> Result<(), Errors<Err>>
where
F: Fn(BeaconNodeHttpClient) -> R,
R: Future<Output = Result<(), Err>>,
Err: Debug,
{
if self.broadcast_topics.contains(&topic) {
self.broadcast(func).await
} else {
self.first_success(func).await?;
Ok(())
}
}
}
/// Serves as a cue for `BeaconNodeFallback` to tell which requests need to be broadcasted.
#[derive(Clone, Copy, Debug, PartialEq, Deserialize, Serialize, EnumString, EnumVariantNames)]
#[strum(serialize_all = "kebab-case")]
pub enum ApiTopic {
Attestations,
Blocks,
Subscriptions,
SyncCommittee,
}
impl ApiTopic {
pub fn all() -> Vec<ApiTopic> {
use ApiTopic::*;
vec![Attestations, Blocks, Subscriptions, SyncCommittee]
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::beacon_node_health::BeaconNodeHealthTier;
use crate::SensitiveUrl;
use eth2::Timeouts;
use std::str::FromStr;
use strum::VariantNames;
use types::{MainnetEthSpec, Slot};
type E = MainnetEthSpec;
#[test]
fn api_topic_all() {
let all = ApiTopic::all();
assert_eq!(all.len(), ApiTopic::VARIANTS.len());
assert!(ApiTopic::VARIANTS
.iter()
.map(|topic| ApiTopic::from_str(topic).unwrap())
.eq(all.into_iter()));
}
#[test]
fn check_candidate_order() {
// These fields is irrelvant for sorting. They are set to arbitrary values.
let head = Slot::new(99);
let optimistic_status = IsOptimistic::No;
let execution_status = ExecutionEngineHealth::Healthy;
fn new_candidate(index: usize) -> CandidateBeaconNode<E> {
let beacon_node = BeaconNodeHttpClient::new(
SensitiveUrl::parse(&format!("http://example_{index}.com")).unwrap(),
Timeouts::set_all(Duration::from_secs(index as u64)),
);
CandidateBeaconNode::new(beacon_node, index)
}
let candidate_1 = new_candidate(1);
let expected_candidate_1 = new_candidate(1);
let candidate_2 = new_candidate(2);
let expected_candidate_2 = new_candidate(2);
let candidate_3 = new_candidate(3);
let expected_candidate_3 = new_candidate(3);
let candidate_4 = new_candidate(4);
let expected_candidate_4 = new_candidate(4);
let candidate_5 = new_candidate(5);
let expected_candidate_5 = new_candidate(5);
let candidate_6 = new_candidate(6);
let expected_candidate_6 = new_candidate(6);
let synced = SyncDistanceTier::Synced;
let small = SyncDistanceTier::Small;
// Despite `health_1` having a larger sync distance, it is inside the `synced` range which
// does not tie-break on sync distance and so will tie-break on `user_index` instead.
let health_1 = BeaconNodeHealth {
user_index: 1,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(1, Slot::new(2), synced),
};
let health_2 = BeaconNodeHealth {
user_index: 2,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(2, Slot::new(1), synced),
};
// `health_3` and `health_4` have the same health tier and sync distance so should
// tie-break on `user_index`.
let health_3 = BeaconNodeHealth {
user_index: 3,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(3, Slot::new(9), small),
};
let health_4 = BeaconNodeHealth {
user_index: 4,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(3, Slot::new(9), small),
};
// `health_5` has a smaller sync distance and is outside the `synced` range so should be
// sorted first. Note the values of `user_index`.
let health_5 = BeaconNodeHealth {
user_index: 6,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(4, Slot::new(9), small),
};
let health_6 = BeaconNodeHealth {
user_index: 5,
head,
optimistic_status,
execution_status,
health_tier: BeaconNodeHealthTier::new(4, Slot::new(10), small),
};
*candidate_1.health.write() = Ok(health_1);
*candidate_2.health.write() = Ok(health_2);
*candidate_3.health.write() = Ok(health_3);
*candidate_4.health.write() = Ok(health_4);
*candidate_5.health.write() = Ok(health_5);
*candidate_6.health.write() = Ok(health_6);
let mut candidates = vec![
candidate_3,
candidate_6,
candidate_5,
candidate_1,
candidate_4,
candidate_2,
];
let expected_candidates = vec![
expected_candidate_1,
expected_candidate_2,
expected_candidate_3,
expected_candidate_4,
expected_candidate_5,
expected_candidate_6,
];
candidates.sort();
assert_eq!(candidates, expected_candidates);
}
}