Move EMA and stream throttling code to a new file (#34759)
This commit is contained in:
parent
a203f1489e
commit
22fcffeea8
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@ -1,3 +1,4 @@
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pub mod quic;
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pub mod quic;
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pub mod recvmmsg;
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pub mod recvmmsg;
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pub mod sendmmsg;
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pub mod sendmmsg;
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mod stream_throttle;
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@ -1,6 +1,9 @@
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use {
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use {
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crate::{
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crate::{
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quic::{configure_server, QuicServerError, StreamStats, MAX_UNSTAKED_CONNECTIONS},
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nonblocking::stream_throttle::{
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self, ConnectionStreamCounter, StakedStreamLoadEMA, STREAM_STOP_CODE_THROTTLING,
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},
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quic::{configure_server, QuicServerError, StreamStats},
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streamer::StakedNodes,
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streamer::StakedNodes,
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tls_certificates::get_pubkey_from_tls_certificate,
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tls_certificates::get_pubkey_from_tls_certificate,
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},
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},
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@ -28,7 +31,6 @@ use {
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timing,
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timing,
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},
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},
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std::{
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std::{
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cmp,
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iter::repeat_with,
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iter::repeat_with,
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net::{IpAddr, SocketAddr, UdpSocket},
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net::{IpAddr, SocketAddr, UdpSocket},
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sync::{
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sync::{
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@ -40,10 +42,6 @@ use {
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tokio::{task::JoinHandle, time::timeout},
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tokio::{task::JoinHandle, time::timeout},
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};
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};
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/// Limit to 250K PPS
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const MAX_STREAMS_PER_MS: u64 = 250;
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const MAX_UNSTAKED_STREAMS_PERCENT: u64 = 20;
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const STREAM_THROTTLING_INTERVAL_MS: u64 = 100;
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const WAIT_FOR_STREAM_TIMEOUT: Duration = Duration::from_millis(100);
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const WAIT_FOR_STREAM_TIMEOUT: Duration = Duration::from_millis(100);
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pub const DEFAULT_WAIT_FOR_CHUNK_TIMEOUT: Duration = Duration::from_secs(10);
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pub const DEFAULT_WAIT_FOR_CHUNK_TIMEOUT: Duration = Duration::from_secs(10);
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@ -60,10 +58,6 @@ const CONNECTION_CLOSE_REASON_EXCEED_MAX_STREAM_COUNT: &[u8] = b"exceed_max_stre
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const CONNECTION_CLOSE_CODE_TOO_MANY: u32 = 4;
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const CONNECTION_CLOSE_CODE_TOO_MANY: u32 = 4;
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const CONNECTION_CLOSE_REASON_TOO_MANY: &[u8] = b"too_many";
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const CONNECTION_CLOSE_REASON_TOO_MANY: &[u8] = b"too_many";
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const STREAM_STOP_CODE_THROTTLING: u32 = 15;
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const STREAM_LOAD_EMA_INTERVAL_MS: u64 = 5;
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const STREAM_LOAD_EMA_INTERVAL_COUNT: u64 = 10;
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const MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION: u64 = 8;
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// A sequence of bytes that is part of a packet
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// A sequence of bytes that is part of a packet
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// along with where in the packet it is
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// along with where in the packet it is
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@ -89,138 +83,6 @@ struct PacketAccumulator {
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pub chunks: Vec<PacketChunk>,
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pub chunks: Vec<PacketChunk>,
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}
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}
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struct StakedStreamLoadEMA {
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current_load_ema: AtomicU64,
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load_in_recent_interval: AtomicU64,
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last_update: RwLock<Instant>,
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stats: Arc<StreamStats>,
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}
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impl StakedStreamLoadEMA {
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fn new(stats: Arc<StreamStats>) -> Self {
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Self {
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current_load_ema: AtomicU64::default(),
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load_in_recent_interval: AtomicU64::default(),
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last_update: RwLock::new(Instant::now()),
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stats,
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}
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}
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fn ema_function(current_ema: u128, recent_load: u128) -> u128 {
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// Using the EMA multiplier helps in avoiding the floating point math during EMA related calculations
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const STREAM_LOAD_EMA_MULTIPLIER: u128 = 1024;
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let multiplied_smoothing_factor: u128 =
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2 * STREAM_LOAD_EMA_MULTIPLIER / (u128::from(STREAM_LOAD_EMA_INTERVAL_COUNT) + 1);
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// The formula is
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// updated_ema = recent_load * smoothing_factor + current_ema * (1 - smoothing_factor)
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// To avoid floating point math, we are using STREAM_LOAD_EMA_MULTIPLIER
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// updated_ema = (recent_load * multiplied_smoothing_factor
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// + current_ema * (multiplier - multiplied_smoothing_factor)) / multiplier
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(recent_load * multiplied_smoothing_factor
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+ current_ema * (STREAM_LOAD_EMA_MULTIPLIER - multiplied_smoothing_factor))
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/ STREAM_LOAD_EMA_MULTIPLIER
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}
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fn update_ema(&self, time_since_last_update_ms: u128) {
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// if time_since_last_update_ms > STREAM_LOAD_EMA_INTERVAL_MS, there might be intervals where ema was not updated.
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// count how many updates (1 + missed intervals) are needed.
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let num_extra_updates =
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time_since_last_update_ms.saturating_sub(1) / u128::from(STREAM_LOAD_EMA_INTERVAL_MS);
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let load_in_recent_interval =
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u128::from(self.load_in_recent_interval.swap(0, Ordering::Relaxed));
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let mut updated_load_ema = Self::ema_function(
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u128::from(self.current_load_ema.load(Ordering::Relaxed)),
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load_in_recent_interval,
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);
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for _ in 0..num_extra_updates {
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updated_load_ema = Self::ema_function(updated_load_ema, load_in_recent_interval);
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}
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let Ok(updated_load_ema) = u64::try_from(updated_load_ema) else {
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error!(
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"Failed to convert EMA {} to a u64. Not updating the load EMA",
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updated_load_ema
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);
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self.stats
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.stream_load_ema_overflow
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.fetch_add(1, Ordering::Relaxed);
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return;
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};
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self.current_load_ema
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.store(updated_load_ema, Ordering::Relaxed);
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self.stats
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.stream_load_ema
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.store(updated_load_ema as usize, Ordering::Relaxed);
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}
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fn update_ema_if_needed(&self) {
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const EMA_DURATION: Duration = Duration::from_millis(STREAM_LOAD_EMA_INTERVAL_MS);
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// Read lock enables multiple connection handlers to run in parallel if interval is not expired
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if Instant::now().duration_since(*self.last_update.read().unwrap()) >= EMA_DURATION {
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let mut last_update_w = self.last_update.write().unwrap();
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// Recheck as some other thread might have updated the ema since this thread tried to acquire the write lock.
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let since_last_update = Instant::now().duration_since(*last_update_w);
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if since_last_update >= EMA_DURATION {
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*last_update_w = Instant::now();
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self.update_ema(since_last_update.as_millis());
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}
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}
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}
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fn increment_load(&self) {
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self.load_in_recent_interval.fetch_add(1, Ordering::Relaxed);
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self.update_ema_if_needed();
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}
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fn available_load_capacity_in_duration(
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&self,
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stake: u64,
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total_stake: u64,
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duration_ms: u64,
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) -> u64 {
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let ema_window_ms = STREAM_LOAD_EMA_INTERVAL_MS * STREAM_LOAD_EMA_INTERVAL_COUNT;
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let max_load_in_ema_window = u128::from(
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(MAX_STREAMS_PER_MS
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- Percentage::from(MAX_UNSTAKED_STREAMS_PERCENT).apply_to(MAX_STREAMS_PER_MS))
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* ema_window_ms,
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);
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// If the current load is low, cap it to 25% of max_load.
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let current_load = cmp::max(
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u128::from(self.current_load_ema.load(Ordering::Relaxed)),
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max_load_in_ema_window / 4,
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);
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// Formula is (max_load ^ 2 / current_load) * (stake / total_stake)
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let capacity_in_ema_window =
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(max_load_in_ema_window * max_load_in_ema_window * u128::from(stake))
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/ (current_load * u128::from(total_stake));
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let calculated_capacity =
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capacity_in_ema_window * u128::from(duration_ms) / u128::from(ema_window_ms);
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let calculated_capacity = u64::try_from(calculated_capacity).unwrap_or_else(|_| {
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error!(
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"Failed to convert stream capacity {} to u64. Using minimum load capacity",
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calculated_capacity
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);
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self.stats
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.stream_load_capacity_overflow
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.fetch_add(1, Ordering::Relaxed);
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MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION
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});
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cmp::max(
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calculated_capacity,
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MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION,
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)
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}
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}
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#[allow(clippy::too_many_arguments)]
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#[allow(clippy::too_many_arguments)]
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pub fn spawn_server(
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pub fn spawn_server(
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name: &'static str,
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name: &'static str,
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@ -834,29 +696,6 @@ async fn packet_batch_sender(
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}
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}
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}
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}
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fn max_streams_for_connection_in_duration(
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connection_type: ConnectionPeerType,
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stake: u64,
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total_stake: u64,
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ema_load: Arc<StakedStreamLoadEMA>,
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duration_ms: u64,
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) -> u64 {
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if matches!(connection_type, ConnectionPeerType::Unstaked) || stake == 0 {
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let max_num_connections = u64::try_from(MAX_UNSTAKED_CONNECTIONS).unwrap_or_else(|_| {
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error!(
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"Failed to convert maximum number of unstaked connections {} to u64.",
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MAX_UNSTAKED_CONNECTIONS
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);
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500
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});
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Percentage::from(MAX_UNSTAKED_STREAMS_PERCENT)
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.apply_to(MAX_STREAMS_PER_MS * duration_ms)
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.saturating_div(max_num_connections)
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} else {
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ema_load.available_load_capacity_in_duration(stake, total_stake, duration_ms)
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}
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}
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#[allow(clippy::too_many_arguments)]
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#[allow(clippy::too_many_arguments)]
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async fn handle_connection(
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async fn handle_connection(
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connection: Connection,
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connection: Connection,
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@ -879,12 +718,12 @@ async fn handle_connection(
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);
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);
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let stable_id = connection.stable_id();
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let stable_id = connection.stable_id();
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stats.total_connections.fetch_add(1, Ordering::Relaxed);
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stats.total_connections.fetch_add(1, Ordering::Relaxed);
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let mut max_streams_per_throttling_interval = max_streams_for_connection_in_duration(
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let mut max_streams_per_throttling_interval =
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stream_throttle::max_streams_for_connection_in_throttling_duration(
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peer_type,
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peer_type,
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params.stake,
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params.stake,
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params.total_stake,
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params.total_stake,
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stream_load_ema.clone(),
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stream_load_ema.clone(),
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STREAM_THROTTLING_INTERVAL_MS,
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);
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);
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let staked_stream = matches!(peer_type, ConnectionPeerType::Staked) && params.stake > 0;
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let staked_stream = matches!(peer_type, ConnectionPeerType::Staked) && params.stake > 0;
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while !stream_exit.load(Ordering::Relaxed) {
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while !stream_exit.load(Ordering::Relaxed) {
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@ -895,10 +734,9 @@ async fn handle_connection(
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Ok(mut stream) => {
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Ok(mut stream) => {
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if staked_stream {
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if staked_stream {
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max_streams_per_throttling_interval = stream_load_ema
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max_streams_per_throttling_interval = stream_load_ema
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.available_load_capacity_in_duration(
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.available_load_capacity_in_throttling_duration(
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params.stake,
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params.stake,
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params.total_stake,
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params.total_stake,
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STREAM_THROTTLING_INTERVAL_MS,
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);
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);
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}
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}
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@ -1102,37 +940,6 @@ async fn handle_chunk(
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false
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false
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}
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}
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#[derive(Debug)]
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struct ConnectionStreamCounter {
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stream_count: AtomicU64,
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last_throttling_instant: RwLock<tokio::time::Instant>,
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}
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impl ConnectionStreamCounter {
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fn new() -> Self {
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Self {
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stream_count: AtomicU64::default(),
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last_throttling_instant: RwLock::new(tokio::time::Instant::now()),
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}
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}
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fn reset_throttling_params_if_needed(&self) {
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const THROTTLING_INTERVAL: Duration = Duration::from_millis(STREAM_THROTTLING_INTERVAL_MS);
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if tokio::time::Instant::now().duration_since(*self.last_throttling_instant.read().unwrap())
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> THROTTLING_INTERVAL
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{
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let mut last_throttling_instant = self.last_throttling_instant.write().unwrap();
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// Recheck as some other thread might have done throttling since this thread tried to acquire the write lock.
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if tokio::time::Instant::now().duration_since(*last_throttling_instant)
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> THROTTLING_INTERVAL
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{
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*last_throttling_instant = tokio::time::Instant::now();
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self.stream_count.store(0, Ordering::Relaxed);
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}
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}
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}
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}
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#[derive(Debug)]
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#[derive(Debug)]
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struct ConnectionEntry {
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struct ConnectionEntry {
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exit: Arc<AtomicBool>,
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exit: Arc<AtomicBool>,
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@ -2248,221 +2055,4 @@ pub mod test {
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compute_receive_window_ratio_for_staked_node(max_stake, min_stake, max_stake + 10);
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compute_receive_window_ratio_for_staked_node(max_stake, min_stake, max_stake + 10);
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assert_eq!(ratio, max_ratio);
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assert_eq!(ratio, max_ratio);
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}
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}
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#[test]
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fn test_max_streams_for_unstaked_connection_in_100ms() {
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let load_ema = Arc::new(StakedStreamLoadEMA::new(Arc::new(StreamStats::default())));
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// 25K packets per ms * 20% / 500 max unstaked connections
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assert_eq!(
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max_streams_for_connection_in_duration(
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ConnectionPeerType::Unstaked,
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0,
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10000,
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load_ema.clone(),
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100
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),
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10
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);
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// 25K packets per ms * 20% / 500 max unstaked connections
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assert_eq!(
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max_streams_for_connection_in_duration(
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ConnectionPeerType::Unstaked,
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10,
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10000,
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load_ema.clone(),
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100
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),
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10
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);
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// If stake is 0, same limits as unstaked connections will apply.
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// 25K packets per ms * 20% / 500 max unstaked connections
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assert_eq!(
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max_streams_for_connection_in_duration(
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ConnectionPeerType::Staked,
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0,
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10000,
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load_ema.clone(),
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100
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),
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10
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);
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}
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#[test]
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fn test_max_streams_for_staked_connection_in_100ms() {
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let load_ema = Arc::new(StakedStreamLoadEMA::new(Arc::new(StreamStats::default())));
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// EMA load is used for staked connections to calculate max number of allowed streams.
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// EMA window = 5ms interval * 10 intervals = 50ms
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// max streams per window = 250K streams/sec * 80% = 200K/sec = 10K per 50ms
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|
||||||
// max_streams in 50ms = ((10K * 10K) / ema_load) * stake / total_stake
|
|
||||||
//
|
|
||||||
// Stream throttling window is 100ms. So it'll double the amount of max streams.
|
|
||||||
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / ema_load) * stake / total_stake
|
|
||||||
|
|
||||||
load_ema.current_load_ema.store(10000, Ordering::Relaxed);
|
|
||||||
// ema_load = 10K, stake = 15, total_stake = 10K
|
|
||||||
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 10K) * 15 / 10K = 30
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
15,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
30
|
|
||||||
);
|
|
||||||
|
|
||||||
// ema_load = 10K, stake = 1K, total_stake = 10K
|
|
||||||
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 10K) * 1K / 10K = 2K
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
1000,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
2000
|
|
||||||
);
|
|
||||||
|
|
||||||
load_ema.current_load_ema.store(2500, Ordering::Relaxed);
|
|
||||||
// ema_load = 2.5K, stake = 15, total_stake = 10K
|
|
||||||
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 2.5K) * 15 / 10K = 120
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
15,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
120
|
|
||||||
);
|
|
||||||
|
|
||||||
// ema_load = 2.5K, stake = 1K, total_stake = 10K
|
|
||||||
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 2.5K) * 1K / 10K = 8000
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
1000,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
8000
|
|
||||||
);
|
|
||||||
|
|
||||||
// At 2000, the load is less than 25% of max_load (10K).
|
|
||||||
// Test that we cap it to 25%, yielding the same result as if load was 2500.
|
|
||||||
load_ema.current_load_ema.store(2000, Ordering::Relaxed);
|
|
||||||
// function = ((10K * 10K) / 25% of 10K) * stake / total_stake
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
15,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
120
|
|
||||||
);
|
|
||||||
|
|
||||||
// function = ((10K * 10K) / 25% of 10K) * stake / total_stake
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
1000,
|
|
||||||
10000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
8000
|
|
||||||
);
|
|
||||||
|
|
||||||
// At 1/40000 stake weight, and minimum load, it should still allow
|
|
||||||
// MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION of streams.
|
|
||||||
assert_eq!(
|
|
||||||
max_streams_for_connection_in_duration(
|
|
||||||
ConnectionPeerType::Staked,
|
|
||||||
1,
|
|
||||||
40000,
|
|
||||||
load_ema.clone(),
|
|
||||||
100
|
|
||||||
),
|
|
||||||
MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION
|
|
||||||
);
|
|
||||||
}
|
|
||||||
|
|
||||||
#[test]
|
|
||||||
fn test_update_ema() {
|
|
||||||
let stream_load_ema = Arc::new(StakedStreamLoadEMA::new(Arc::new(StreamStats::default())));
|
|
||||||
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(StreamStats::default())));
|
|
||||||
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(StreamStats::default())));
|
|
||||||
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);
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
|
|
|
@ -0,0 +1,438 @@
|
||||||
|
use {
|
||||||
|
crate::{
|
||||||
|
nonblocking::quic::ConnectionPeerType,
|
||||||
|
quic::{StreamStats, MAX_UNSTAKED_CONNECTIONS},
|
||||||
|
},
|
||||||
|
percentage::Percentage,
|
||||||
|
std::{
|
||||||
|
cmp,
|
||||||
|
sync::{
|
||||||
|
atomic::{AtomicU64, Ordering},
|
||||||
|
Arc, RwLock,
|
||||||
|
},
|
||||||
|
time::{Duration, Instant},
|
||||||
|
},
|
||||||
|
};
|
||||||
|
|
||||||
|
/// Limit to 250K PPS
|
||||||
|
const MAX_STREAMS_PER_MS: u64 = 250;
|
||||||
|
const MAX_UNSTAKED_STREAMS_PERCENT: u64 = 20;
|
||||||
|
const STREAM_THROTTLING_INTERVAL_MS: u64 = 100;
|
||||||
|
pub const STREAM_STOP_CODE_THROTTLING: u32 = 15;
|
||||||
|
const STREAM_LOAD_EMA_INTERVAL_MS: u64 = 5;
|
||||||
|
const STREAM_LOAD_EMA_INTERVAL_COUNT: u64 = 10;
|
||||||
|
const MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION: u64 = 8;
|
||||||
|
|
||||||
|
pub(crate) struct StakedStreamLoadEMA {
|
||||||
|
current_load_ema: AtomicU64,
|
||||||
|
load_in_recent_interval: AtomicU64,
|
||||||
|
last_update: RwLock<Instant>,
|
||||||
|
stats: Arc<StreamStats>,
|
||||||
|
}
|
||||||
|
|
||||||
|
impl StakedStreamLoadEMA {
|
||||||
|
pub(crate) fn new(stats: Arc<StreamStats>) -> Self {
|
||||||
|
Self {
|
||||||
|
current_load_ema: AtomicU64::default(),
|
||||||
|
load_in_recent_interval: AtomicU64::default(),
|
||||||
|
last_update: RwLock::new(Instant::now()),
|
||||||
|
stats,
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn ema_function(current_ema: u128, recent_load: u128) -> u128 {
|
||||||
|
// Using the EMA multiplier helps in avoiding the floating point math during EMA related calculations
|
||||||
|
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);
|
||||||
|
|
||||||
|
// The formula is
|
||||||
|
// updated_ema = recent_load * smoothing_factor + current_ema * (1 - smoothing_factor)
|
||||||
|
// To avoid floating point math, we are using STREAM_LOAD_EMA_MULTIPLIER
|
||||||
|
// updated_ema = (recent_load * multiplied_smoothing_factor
|
||||||
|
// + current_ema * (multiplier - multiplied_smoothing_factor)) / multiplier
|
||||||
|
(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) {
|
||||||
|
// if time_since_last_update_ms > STREAM_LOAD_EMA_INTERVAL_MS, there might be intervals where ema was not updated.
|
||||||
|
// count how many updates (1 + missed intervals) are needed.
|
||||||
|
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 {} to a u64. Not updating the load EMA",
|
||||||
|
updated_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);
|
||||||
|
// Read lock enables multiple connection handlers to run in parallel if interval is not expired
|
||||||
|
if Instant::now().duration_since(*self.last_update.read().unwrap()) >= EMA_DURATION {
|
||||||
|
let mut last_update_w = self.last_update.write().unwrap();
|
||||||
|
// Recheck as some other thread might have updated the ema since this thread tried to acquire the write lock.
|
||||||
|
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) {
|
||||||
|
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,
|
||||||
|
stake: u64,
|
||||||
|
total_stake: u64,
|
||||||
|
) -> u64 {
|
||||||
|
let ema_window_ms = STREAM_LOAD_EMA_INTERVAL_MS * STREAM_LOAD_EMA_INTERVAL_COUNT;
|
||||||
|
let max_load_in_ema_window = u128::from(
|
||||||
|
(MAX_STREAMS_PER_MS
|
||||||
|
- Percentage::from(MAX_UNSTAKED_STREAMS_PERCENT).apply_to(MAX_STREAMS_PER_MS))
|
||||||
|
* ema_window_ms,
|
||||||
|
);
|
||||||
|
|
||||||
|
// If the current load is low, cap it to 25% of max_load.
|
||||||
|
let current_load = cmp::max(
|
||||||
|
u128::from(self.current_load_ema.load(Ordering::Relaxed)),
|
||||||
|
max_load_in_ema_window / 4,
|
||||||
|
);
|
||||||
|
|
||||||
|
// Formula is (max_load ^ 2 / current_load) * (stake / total_stake)
|
||||||
|
let capacity_in_ema_window =
|
||||||
|
(max_load_in_ema_window * max_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 {} to u64. Using minimum load capacity",
|
||||||
|
calculated_capacity
|
||||||
|
);
|
||||||
|
self.stats
|
||||||
|
.stream_load_capacity_overflow
|
||||||
|
.fetch_add(1, Ordering::Relaxed);
|
||||||
|
MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION
|
||||||
|
});
|
||||||
|
|
||||||
|
cmp::max(
|
||||||
|
calculated_capacity,
|
||||||
|
MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION,
|
||||||
|
)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn max_streams_for_connection_in_throttling_duration(
|
||||||
|
connection_type: ConnectionPeerType,
|
||||||
|
stake: u64,
|
||||||
|
total_stake: u64,
|
||||||
|
ema_load: Arc<StakedStreamLoadEMA>,
|
||||||
|
) -> u64 {
|
||||||
|
if matches!(connection_type, ConnectionPeerType::Unstaked) || stake == 0 {
|
||||||
|
let max_num_connections = u64::try_from(MAX_UNSTAKED_CONNECTIONS).unwrap_or_else(|_| {
|
||||||
|
error!(
|
||||||
|
"Failed to convert maximum number of unstaked connections {} to u64.",
|
||||||
|
MAX_UNSTAKED_CONNECTIONS
|
||||||
|
);
|
||||||
|
500
|
||||||
|
});
|
||||||
|
Percentage::from(MAX_UNSTAKED_STREAMS_PERCENT)
|
||||||
|
.apply_to(MAX_STREAMS_PER_MS * STREAM_THROTTLING_INTERVAL_MS)
|
||||||
|
.saturating_div(max_num_connections)
|
||||||
|
} else {
|
||||||
|
ema_load.available_load_capacity_in_throttling_duration(stake, total_stake)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Debug)]
|
||||||
|
pub(crate) struct ConnectionStreamCounter {
|
||||||
|
pub(crate) stream_count: AtomicU64,
|
||||||
|
last_throttling_instant: RwLock<tokio::time::Instant>,
|
||||||
|
}
|
||||||
|
|
||||||
|
impl ConnectionStreamCounter {
|
||||||
|
pub(crate) 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) {
|
||||||
|
const THROTTLING_INTERVAL: Duration = Duration::from_millis(STREAM_THROTTLING_INTERVAL_MS);
|
||||||
|
if tokio::time::Instant::now().duration_since(*self.last_throttling_instant.read().unwrap())
|
||||||
|
> THROTTLING_INTERVAL
|
||||||
|
{
|
||||||
|
let mut last_throttling_instant = self.last_throttling_instant.write().unwrap();
|
||||||
|
// Recheck as some other thread might have done throttling since this thread tried to acquire the write lock.
|
||||||
|
if tokio::time::Instant::now().duration_since(*last_throttling_instant)
|
||||||
|
> THROTTLING_INTERVAL
|
||||||
|
{
|
||||||
|
*last_throttling_instant = tokio::time::Instant::now();
|
||||||
|
self.stream_count.store(0, Ordering::Relaxed);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[cfg(test)]
|
||||||
|
pub mod test {
|
||||||
|
use {
|
||||||
|
super::*,
|
||||||
|
crate::{
|
||||||
|
nonblocking::{
|
||||||
|
quic::ConnectionPeerType,
|
||||||
|
stream_throttle::{
|
||||||
|
max_streams_for_connection_in_throttling_duration,
|
||||||
|
MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION,
|
||||||
|
STREAM_LOAD_EMA_INTERVAL_MS,
|
||||||
|
},
|
||||||
|
},
|
||||||
|
quic::StreamStats,
|
||||||
|
},
|
||||||
|
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(StreamStats::default())));
|
||||||
|
// 25K packets per ms * 20% / 500 max unstaked connections
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Unstaked,
|
||||||
|
0,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
10
|
||||||
|
);
|
||||||
|
|
||||||
|
// 25K packets per ms * 20% / 500 max unstaked connections
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Unstaked,
|
||||||
|
10,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
10
|
||||||
|
);
|
||||||
|
|
||||||
|
// If stake is 0, same limits as unstaked connections will apply.
|
||||||
|
// 25K packets per ms * 20% / 500 max unstaked connections
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
0,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
10
|
||||||
|
);
|
||||||
|
}
|
||||||
|
#[test]
|
||||||
|
fn test_max_streams_for_staked_connection() {
|
||||||
|
let load_ema = Arc::new(StakedStreamLoadEMA::new(Arc::new(StreamStats::default())));
|
||||||
|
|
||||||
|
// EMA load is used for staked connections to calculate max number of allowed streams.
|
||||||
|
// EMA window = 5ms interval * 10 intervals = 50ms
|
||||||
|
// max streams per window = 250K streams/sec * 80% = 200K/sec = 10K per 50ms
|
||||||
|
// max_streams in 50ms = ((10K * 10K) / ema_load) * stake / total_stake
|
||||||
|
//
|
||||||
|
// Stream throttling window is 100ms. So it'll double the amount of max streams.
|
||||||
|
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / ema_load) * stake / total_stake
|
||||||
|
|
||||||
|
load_ema.current_load_ema.store(10000, Ordering::Relaxed);
|
||||||
|
// ema_load = 10K, stake = 15, total_stake = 10K
|
||||||
|
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 10K) * 15 / 10K = 30
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
15,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
30
|
||||||
|
);
|
||||||
|
|
||||||
|
// ema_load = 10K, stake = 1K, total_stake = 10K
|
||||||
|
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 10K) * 1K / 10K = 2K
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
1000,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
2000
|
||||||
|
);
|
||||||
|
|
||||||
|
load_ema.current_load_ema.store(2500, Ordering::Relaxed);
|
||||||
|
// ema_load = 2.5K, stake = 15, total_stake = 10K
|
||||||
|
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 2.5K) * 15 / 10K = 120
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
15,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
120
|
||||||
|
);
|
||||||
|
|
||||||
|
// ema_load = 2.5K, stake = 1K, total_stake = 10K
|
||||||
|
// max_streams in 100ms (throttling window) = 2 * ((10K * 10K) / 2.5K) * 1K / 10K = 8000
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
1000,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
8000
|
||||||
|
);
|
||||||
|
|
||||||
|
// At 2000, the load is less than 25% of max_load (10K).
|
||||||
|
// Test that we cap it to 25%, yielding the same result as if load was 2500.
|
||||||
|
load_ema.current_load_ema.store(2000, Ordering::Relaxed);
|
||||||
|
// function = ((10K * 10K) / 25% of 10K) * stake / total_stake
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
15,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
120
|
||||||
|
);
|
||||||
|
|
||||||
|
// function = ((10K * 10K) / 25% of 10K) * stake / total_stake
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
1000,
|
||||||
|
10000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
8000
|
||||||
|
);
|
||||||
|
|
||||||
|
// At 1/40000 stake weight, and minimum load, it should still allow
|
||||||
|
// MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION of streams.
|
||||||
|
assert_eq!(
|
||||||
|
max_streams_for_connection_in_throttling_duration(
|
||||||
|
ConnectionPeerType::Staked,
|
||||||
|
1,
|
||||||
|
40000,
|
||||||
|
load_ema.clone(),
|
||||||
|
),
|
||||||
|
MIN_STREAMS_PER_THROTTLING_INTERVAL_FOR_STAKED_CONNECTION
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_update_ema() {
|
||||||
|
let stream_load_ema = Arc::new(StakedStreamLoadEMA::new(Arc::new(StreamStats::default())));
|
||||||
|
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(StreamStats::default())));
|
||||||
|
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(StreamStats::default())));
|
||||||
|
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);
|
||||||
|
}
|
||||||
|
}
|
Loading…
Reference in New Issue