use {
crate::{nonblocking::quic::ConnectionPeerType, quic::StreamerStats},
percentage::Percentage,
std::{
cmp,
sync::{
atomic::{AtomicU64, Ordering},
Arc, RwLock,
},
time::{Duration, Instant},
},
tokio::time::sleep,
};
const MAX_UNSTAKED_TPS: u64 = 200;
const EXPECTED_UNSTAKED_STREAMS_PERCENT: u64 = 20;
pub const STREAM_THROTTLING_INTERVAL_MS: u64 = 100;
pub const STREAM_THROTTLING_INTERVAL: Duration =
Duration::from_millis(STREAM_THROTTLING_INTERVAL_MS);
const STREAM_LOAD_EMA_INTERVAL_MS: u64 = 5;
const STREAM_LOAD_EMA_INTERVAL_COUNT: u64 = 10;
const EMA_WINDOW_MS: u64 = STREAM_LOAD_EMA_INTERVAL_MS * STREAM_LOAD_EMA_INTERVAL_COUNT;
pub(crate) struct StakedStreamLoadEMA {
current_load_ema: AtomicU64,
load_in_recent_interval: AtomicU64,
last_update: RwLock<Instant>,
stats: Arc<StreamerStats>,
max_staked_load_in_ema_window: u64,
max_unstaked_load_in_throttling_window: u64,
max_streams_per_ms: u64,
}
impl StakedStreamLoadEMA {
pub(crate) fn new(
stats: Arc<StreamerStats>,
max_unstaked_connections: usize,
max_streams_per_ms: u64,
) -> Self {
let allow_unstaked_streams = max_unstaked_connections > 0;
let max_staked_load_in_ema_window = if allow_unstaked_streams {
(max_streams_per_ms
- Percentage::from(EXPECTED_UNSTAKED_STREAMS_PERCENT).apply_to(max_streams_per_ms))
* EMA_WINDOW_MS
} else {
max_streams_per_ms * EMA_WINDOW_MS
};
let max_unstaked_load_in_throttling_window = if allow_unstaked_streams {
MAX_UNSTAKED_TPS * STREAM_THROTTLING_INTERVAL_MS / 1000
} else {
0
};
Self {
current_load_ema: AtomicU64::default(),
load_in_recent_interval: AtomicU64::default(),
last_update: RwLock::new(Instant::now()),
stats,
max_staked_load_in_ema_window,
max_unstaked_load_in_throttling_window,
max_streams_per_ms,
}
}
fn ema_function(current_ema: u128, recent_load: u128) -> u128 {
const STREAM_LOAD_EMA_MULTIPLIER: u128 = 1024;
let multiplied_smoothing_factor: u128 =
2 * STREAM_LOAD_EMA_MULTIPLIER / (u128::from(STREAM_LOAD_EMA_INTERVAL_COUNT) + 1);
(recent_load * multiplied_smoothing_factor
+ current_ema * (STREAM_LOAD_EMA_MULTIPLIER - multiplied_smoothing_factor))
/ STREAM_LOAD_EMA_MULTIPLIER
}
fn update_ema(&self, time_since_last_update_ms: u128) {
let num_extra_updates =
time_since_last_update_ms.saturating_sub(1) / u128::from(STREAM_LOAD_EMA_INTERVAL_MS);
let load_in_recent_interval =
u128::from(self.load_in_recent_interval.swap(0, Ordering::Relaxed));
let mut updated_load_ema = Self::ema_function(
u128::from(self.current_load_ema.load(Ordering::Relaxed)),
load_in_recent_interval,
);
for _ in 0..num_extra_updates {
updated_load_ema = Self::ema_function(updated_load_ema, load_in_recent_interval);
}
let Ok(updated_load_ema) = u64::try_from(updated_load_ema) else {
error!("Failed to convert EMA {updated_load_ema} to a u64. Not updating the load EMA");
self.stats
.stream_load_ema_overflow
.fetch_add(1, Ordering::Relaxed);
return;
};
self.current_load_ema
.store(updated_load_ema, Ordering::Relaxed);
self.stats
.stream_load_ema
.store(updated_load_ema as usize, Ordering::Relaxed);
}
pub(crate) fn update_ema_if_needed(&self) {
const EMA_DURATION: Duration = Duration::from_millis(STREAM_LOAD_EMA_INTERVAL_MS);
if Instant::now().duration_since(*self.last_update.read().unwrap()) >= EMA_DURATION {
let mut last_update_w = self.last_update.write().unwrap();
let since_last_update = Instant::now().duration_since(*last_update_w);
if since_last_update >= EMA_DURATION {
*last_update_w = Instant::now();
self.update_ema(since_last_update.as_millis());
}
}
}
pub(crate) fn increment_load(&self, peer_type: ConnectionPeerType) {
if peer_type.is_staked() {
self.load_in_recent_interval.fetch_add(1, Ordering::Relaxed);
}
self.update_ema_if_needed();
}
pub(crate) fn available_load_capacity_in_throttling_duration(
&self,
peer_type: ConnectionPeerType,
total_stake: u64,
) -> u64 {
match peer_type {
ConnectionPeerType::Unstaked => self.max_unstaked_load_in_throttling_window,
ConnectionPeerType::Staked(stake) => {
let current_load = u128::from(cmp::max(
self.current_load_ema.load(Ordering::Relaxed),
self.max_staked_load_in_ema_window / 4,
));
let capacity_in_ema_window = (u128::from(self.max_staked_load_in_ema_window)
* u128::from(self.max_staked_load_in_ema_window)
* u128::from(stake))
/ (current_load * u128::from(total_stake));
let calculated_capacity = capacity_in_ema_window
* u128::from(STREAM_THROTTLING_INTERVAL_MS)
/ u128::from(EMA_WINDOW_MS);
let calculated_capacity = u64::try_from(calculated_capacity).unwrap_or_else(|_| {
error!(
"Failed to convert stream capacity {calculated_capacity} to u64. Using \
minimum load capacity"
);
self.stats
.stream_load_capacity_overflow
.fetch_add(1, Ordering::Relaxed);
self.max_unstaked_load_in_throttling_window
.saturating_add(1)
});
cmp::max(
calculated_capacity,
self.max_unstaked_load_in_throttling_window
.saturating_add(1),
)
}
}
}
pub(crate) fn max_streams_per_ms(&self) -> u64 {
self.max_streams_per_ms
}
}
#[derive(Debug)]
pub struct ConnectionStreamCounter {
pub(crate) stream_count: AtomicU64,
last_throttling_instant: RwLock<tokio::time::Instant>,
}
impl ConnectionStreamCounter {
pub fn new() -> Self {
Self {
stream_count: AtomicU64::default(),
last_throttling_instant: RwLock::new(tokio::time::Instant::now()),
}
}
pub(crate) fn reset_throttling_params_if_needed(&self) -> tokio::time::Instant {
let last_throttling_instant = *self.last_throttling_instant.read().unwrap();
if tokio::time::Instant::now().duration_since(last_throttling_instant)
> STREAM_THROTTLING_INTERVAL
{
let mut last_throttling_instant = self.last_throttling_instant.write().unwrap();
if tokio::time::Instant::now().duration_since(*last_throttling_instant)
> STREAM_THROTTLING_INTERVAL
{
*last_throttling_instant = tokio::time::Instant::now();
self.stream_count.store(0, Ordering::Relaxed);
}
*last_throttling_instant
} else {
last_throttling_instant
}
}
}
pub(crate) async fn throttle_stream(
stats: &StreamerStats,
peer_type: ConnectionPeerType,
remote_addr: std::net::SocketAddr,
stream_counter: &Arc<ConnectionStreamCounter>,
max_streams_per_throttling_interval: u64,
) {
let throttle_interval_start = stream_counter.reset_throttling_params_if_needed();
let streams_read_in_throttle_interval = stream_counter.stream_count.load(Ordering::Relaxed);
if streams_read_in_throttle_interval >= max_streams_per_throttling_interval {
let throttle_duration =
STREAM_THROTTLING_INTERVAL.saturating_sub(throttle_interval_start.elapsed());
if !throttle_duration.is_zero() {
debug!(
"Throttling stream from {remote_addr:?}, peer type: {peer_type:?}, \
max_streams_per_interval: {max_streams_per_throttling_interval}, \
read_interval_streams: {streams_read_in_throttle_interval} throttle_duration: \
{throttle_duration:?}"
);
stats.throttled_streams.fetch_add(1, Ordering::Relaxed);
match peer_type {
ConnectionPeerType::Unstaked => {
stats
.throttled_unstaked_streams
.fetch_add(1, Ordering::Relaxed);
}
ConnectionPeerType::Staked(_) => {
stats
.throttled_staked_streams
.fetch_add(1, Ordering::Relaxed);
}
}
sleep(throttle_duration).await;
}
}
}
#[cfg(test)]
pub mod test {
use {
super::*,
crate::{
nonblocking::stream_throttle::STREAM_LOAD_EMA_INTERVAL_MS,
quic::{StreamerStats, DEFAULT_MAX_STREAMS_PER_MS, DEFAULT_MAX_UNSTAKED_CONNECTIONS},
},
std::{
sync::{atomic::Ordering, Arc},
time::{Duration, Instant},
},
};
#[test]
fn test_max_streams_for_unstaked_connection() {
let load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
DEFAULT_MAX_UNSTAKED_CONNECTIONS,
DEFAULT_MAX_STREAMS_PER_MS,
));
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Unstaked,
10000,
),
20
);
}
#[test]
fn test_max_streams_for_staked_connection() {
let load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
DEFAULT_MAX_UNSTAKED_CONNECTIONS,
DEFAULT_MAX_STREAMS_PER_MS,
));
load_ema.current_load_ema.store(20000, Ordering::Relaxed);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000,
),
60
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000,
),
4000
);
load_ema.current_load_ema.store(5000, Ordering::Relaxed);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000,
),
240
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000,
),
16000
);
load_ema.current_load_ema.store(4000, Ordering::Relaxed);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000,
),
240
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000,
),
16000
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1),
40000,
),
load_ema
.max_unstaked_load_in_throttling_window
.saturating_add(1)
);
}
#[test]
fn test_max_streams_for_staked_connection_with_no_unstaked_connections() {
let load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
0,
DEFAULT_MAX_STREAMS_PER_MS,
));
load_ema.current_load_ema.store(20000, Ordering::Relaxed);
assert!(
(92u64..=94).contains(&load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000
))
);
assert!((6249u64..=6250).contains(
&load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000
)
));
load_ema.current_load_ema.store(10000, Ordering::Relaxed);
assert!(
(186u64..=188).contains(&load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000
))
);
assert!((12499u64..=12500).contains(
&load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000
)
));
load_ema.current_load_ema.store(4000, Ordering::Relaxed);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(15),
10000
),
300
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1000),
10000
),
20000
);
assert_eq!(
load_ema.available_load_capacity_in_throttling_duration(
ConnectionPeerType::Staked(1),
400000
),
load_ema
.max_unstaked_load_in_throttling_window
.saturating_add(1)
);
}
#[test]
fn test_update_ema() {
let stream_load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
DEFAULT_MAX_UNSTAKED_CONNECTIONS,
DEFAULT_MAX_STREAMS_PER_MS,
));
stream_load_ema
.load_in_recent_interval
.store(2500, Ordering::Relaxed);
stream_load_ema
.current_load_ema
.store(2000, Ordering::Relaxed);
stream_load_ema.update_ema(5);
let updated_ema = stream_load_ema.current_load_ema.load(Ordering::Relaxed);
assert_eq!(updated_ema, 2090);
stream_load_ema
.load_in_recent_interval
.store(2500, Ordering::Relaxed);
stream_load_ema.update_ema(5);
let updated_ema = stream_load_ema.current_load_ema.load(Ordering::Relaxed);
assert_eq!(updated_ema, 2164);
}
#[test]
fn test_update_ema_missing_interval() {
let stream_load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
DEFAULT_MAX_UNSTAKED_CONNECTIONS,
DEFAULT_MAX_STREAMS_PER_MS,
));
stream_load_ema
.load_in_recent_interval
.store(2500, Ordering::Relaxed);
stream_load_ema
.current_load_ema
.store(2000, Ordering::Relaxed);
stream_load_ema.update_ema(8);
let updated_ema = stream_load_ema.current_load_ema.load(Ordering::Relaxed);
assert_eq!(updated_ema, 2164);
}
#[test]
fn test_update_ema_if_needed() {
let stream_load_ema = Arc::new(StakedStreamLoadEMA::new(
Arc::new(StreamerStats::default()),
DEFAULT_MAX_UNSTAKED_CONNECTIONS,
DEFAULT_MAX_STREAMS_PER_MS,
));
stream_load_ema
.load_in_recent_interval
.store(2500, Ordering::Relaxed);
stream_load_ema
.current_load_ema
.store(2000, Ordering::Relaxed);
stream_load_ema.update_ema_if_needed();
let updated_ema = stream_load_ema.current_load_ema.load(Ordering::Relaxed);
assert_eq!(updated_ema, 2000);
let ema_interval = Duration::from_millis(STREAM_LOAD_EMA_INTERVAL_MS);
*stream_load_ema.last_update.write().unwrap() =
Instant::now().checked_sub(ema_interval).unwrap();
stream_load_ema.update_ema_if_needed();
assert!(
Instant::now().duration_since(*stream_load_ema.last_update.read().unwrap())
< ema_interval
);
let updated_ema = stream_load_ema.current_load_ema.load(Ordering::Relaxed);
assert_eq!(updated_ema, 2090);
}
}