Files
rustfs/crates/ahm/src/scanner/io_monitor.rs
T
guojidan 9d5ed1acac Feature/scanner performance optimization (#498)
* Refactor: reimplement scanner

Signed-off-by: RustFS Developer <dandan@rustfs.com>

* comment lock

Signed-off-by: junxiang Mu <1948535941@qq.com>

* remove dirty file

Signed-off-by: junxiang Mu <1948535941@qq.com>

* Fix: fix rebase

* fix(scanner): Improve error handling and logging

Signed-off-by: junxiang Mu <1948535941@qq.com>

---------

Signed-off-by: RustFS Developer <dandan@rustfs.com>
Signed-off-by: junxiang Mu <1948535941@qq.com>
Co-authored-by: RustFS Developer <dandan@rustfs.com>
2025-09-08 18:35:45 +08:00

558 lines
18 KiB
Rust

// Copyright 2024 RustFS Team
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use std::{
collections::VecDeque,
sync::{
Arc,
atomic::{AtomicU64, Ordering},
},
time::{Duration, SystemTime},
};
use serde::{Deserialize, Serialize};
use tokio::sync::RwLock;
use tokio_util::sync::CancellationToken;
use tracing::{debug, error, info, warn};
use super::node_scanner::LoadLevel;
use crate::error::Result;
/// IO monitor config
#[derive(Debug, Clone)]
pub struct IOMonitorConfig {
/// monitor interval
pub monitor_interval: Duration,
/// history data retention time
pub history_retention: Duration,
/// load evaluation window size
pub load_window_size: usize,
/// whether to enable actual system monitoring
pub enable_system_monitoring: bool,
/// disk path list (for monitoring specific disks)
pub disk_paths: Vec<String>,
}
impl Default for IOMonitorConfig {
fn default() -> Self {
Self {
monitor_interval: Duration::from_secs(1), // 1 second monitor interval
history_retention: Duration::from_secs(300), // keep 5 minutes history
load_window_size: 30, // 30 sample points sliding window
enable_system_monitoring: false, // default use simulated data
disk_paths: Vec::new(),
}
}
}
/// IO monitor metrics
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct IOMetrics {
/// timestamp
pub timestamp: SystemTime,
/// disk IOPS (read + write)
pub iops: u64,
/// read IOPS
pub read_iops: u64,
/// write IOPS
pub write_iops: u64,
/// disk queue depth
pub queue_depth: u64,
/// average latency (milliseconds)
pub avg_latency: u64,
/// read latency (milliseconds)
pub read_latency: u64,
/// write latency (milliseconds)
pub write_latency: u64,
/// CPU usage (0-100)
pub cpu_usage: u8,
/// memory usage (0-100)
pub memory_usage: u8,
/// disk usage (0-100)
pub disk_utilization: u8,
/// network IO (Mbps)
pub network_io: u64,
}
impl Default for IOMetrics {
fn default() -> Self {
Self {
timestamp: SystemTime::now(),
iops: 0,
read_iops: 0,
write_iops: 0,
queue_depth: 0,
avg_latency: 0,
read_latency: 0,
write_latency: 0,
cpu_usage: 0,
memory_usage: 0,
disk_utilization: 0,
network_io: 0,
}
}
}
/// load level stats
#[derive(Debug, Clone, Default)]
pub struct LoadLevelStats {
/// low load duration (seconds)
pub low_load_duration: u64,
/// medium load duration (seconds)
pub medium_load_duration: u64,
/// high load duration (seconds)
pub high_load_duration: u64,
/// critical load duration (seconds)
pub critical_load_duration: u64,
/// load transitions
pub load_transitions: u64,
}
/// advanced IO monitor
pub struct AdvancedIOMonitor {
/// config
config: Arc<RwLock<IOMonitorConfig>>,
/// current metrics
current_metrics: Arc<RwLock<IOMetrics>>,
/// history metrics (sliding window)
history_metrics: Arc<RwLock<VecDeque<IOMetrics>>>,
/// current load level
current_load_level: Arc<RwLock<LoadLevel>>,
/// load level history
load_level_history: Arc<RwLock<VecDeque<(SystemTime, LoadLevel)>>>,
/// load level stats
load_stats: Arc<RwLock<LoadLevelStats>>,
/// business IO metrics (updated by external)
business_metrics: Arc<BusinessIOMetrics>,
/// cancel token
cancel_token: CancellationToken,
}
/// business IO metrics
pub struct BusinessIOMetrics {
/// business request latency (milliseconds)
pub request_latency: AtomicU64,
/// business request QPS
pub request_qps: AtomicU64,
/// business error rate (0-10000, 0.00%-100.00%)
pub error_rate: AtomicU64,
/// active connections
pub active_connections: AtomicU64,
/// last update time
pub last_update: Arc<RwLock<SystemTime>>,
}
impl Default for BusinessIOMetrics {
fn default() -> Self {
Self {
request_latency: AtomicU64::new(0),
request_qps: AtomicU64::new(0),
error_rate: AtomicU64::new(0),
active_connections: AtomicU64::new(0),
last_update: Arc::new(RwLock::new(SystemTime::UNIX_EPOCH)),
}
}
}
impl AdvancedIOMonitor {
/// create new advanced IO monitor
pub fn new(config: IOMonitorConfig) -> Self {
Self {
config: Arc::new(RwLock::new(config)),
current_metrics: Arc::new(RwLock::new(IOMetrics::default())),
history_metrics: Arc::new(RwLock::new(VecDeque::new())),
current_load_level: Arc::new(RwLock::new(LoadLevel::Low)),
load_level_history: Arc::new(RwLock::new(VecDeque::new())),
load_stats: Arc::new(RwLock::new(LoadLevelStats::default())),
business_metrics: Arc::new(BusinessIOMetrics::default()),
cancel_token: CancellationToken::new(),
}
}
/// start monitoring
pub async fn start(&self) -> Result<()> {
info!("start advanced IO monitor");
let monitor = self.clone_for_background();
tokio::spawn(async move {
if let Err(e) = monitor.monitoring_loop().await {
error!("IO monitoring loop failed: {}", e);
}
});
Ok(())
}
/// stop monitoring
pub async fn stop(&self) {
info!("stop IO monitor");
self.cancel_token.cancel();
}
/// monitoring loop
async fn monitoring_loop(&self) -> Result<()> {
let mut interval = {
let config = self.config.read().await;
tokio::time::interval(config.monitor_interval)
};
let mut last_load_level = LoadLevel::Low;
let mut load_level_start_time = SystemTime::now();
loop {
tokio::select! {
_ = self.cancel_token.cancelled() => {
info!("IO monitoring loop cancelled");
break;
}
_ = interval.tick() => {
// collect system metrics
let metrics = self.collect_system_metrics().await;
// update current metrics
*self.current_metrics.write().await = metrics.clone();
// update history metrics
self.update_metrics_history(metrics.clone()).await;
// calculate load level
let new_load_level = self.calculate_load_level(&metrics).await;
// check if load level changed
if new_load_level != last_load_level {
self.handle_load_level_change(last_load_level, new_load_level, load_level_start_time).await;
last_load_level = new_load_level;
load_level_start_time = SystemTime::now();
}
// update current load level
*self.current_load_level.write().await = new_load_level;
debug!("IO monitor updated: IOPS={}, queue depth={}, latency={}ms, load level={:?}",
metrics.iops, metrics.queue_depth, metrics.avg_latency, new_load_level);
}
}
}
Ok(())
}
/// collect system metrics
async fn collect_system_metrics(&self) -> IOMetrics {
let config = self.config.read().await;
if config.enable_system_monitoring {
// actual system monitoring implementation
self.collect_real_system_metrics().await
} else {
// simulated data
self.generate_simulated_metrics().await
}
}
/// collect real system metrics (need to be implemented according to specific system)
async fn collect_real_system_metrics(&self) -> IOMetrics {
// TODO: implement actual system metrics collection
// can use procfs, sysfs or other system API
let metrics = IOMetrics {
timestamp: SystemTime::now(),
..Default::default()
};
// example: read /proc/diskstats
if let Ok(diskstats) = tokio::fs::read_to_string("/proc/diskstats").await {
// parse disk stats info
// here need to implement specific parsing logic
debug!("read disk stats info: {} bytes", diskstats.len());
}
// example: read /proc/stat to get CPU info
if let Ok(stat) = tokio::fs::read_to_string("/proc/stat").await {
// parse CPU stats info
debug!("read CPU stats info: {} bytes", stat.len());
}
// example: read /proc/meminfo to get memory info
if let Ok(meminfo) = tokio::fs::read_to_string("/proc/meminfo").await {
// parse memory stats info
debug!("read memory stats info: {} bytes", meminfo.len());
}
metrics
}
/// generate simulated metrics (for testing and development)
async fn generate_simulated_metrics(&self) -> IOMetrics {
use rand::Rng;
let mut rng = rand::rng();
// get business metrics impact
let business_latency = self.business_metrics.request_latency.load(Ordering::Relaxed);
let business_qps = self.business_metrics.request_qps.load(Ordering::Relaxed);
// generate simulated system metrics based on business load
let base_iops = 100 + (business_qps / 10);
let base_latency = 5 + (business_latency / 10);
IOMetrics {
timestamp: SystemTime::now(),
iops: base_iops + rng.random_range(0..50),
read_iops: (base_iops * 6 / 10) + rng.random_range(0..20),
write_iops: (base_iops * 4 / 10) + rng.random_range(0..20),
queue_depth: rng.random_range(1..20),
avg_latency: base_latency + rng.random_range(0..10),
read_latency: base_latency + rng.random_range(0..5),
write_latency: base_latency + rng.random_range(0..15),
cpu_usage: rng.random_range(10..70),
memory_usage: rng.random_range(30..80),
disk_utilization: rng.random_range(20..90),
network_io: rng.random_range(10..1000),
}
}
/// update metrics history
async fn update_metrics_history(&self, metrics: IOMetrics) {
let mut history = self.history_metrics.write().await;
let config = self.config.read().await;
// add new metrics
history.push_back(metrics);
// clean expired data
let retention_cutoff = SystemTime::now() - config.history_retention;
while let Some(front) = history.front() {
if front.timestamp < retention_cutoff {
history.pop_front();
} else {
break;
}
}
// limit window size
while history.len() > config.load_window_size {
history.pop_front();
}
}
/// calculate load level
async fn calculate_load_level(&self, metrics: &IOMetrics) -> LoadLevel {
// multi-dimensional load evaluation algorithm
let mut load_score = 0u32;
// IOPS load evaluation (weight: 25%)
let iops_score = match metrics.iops {
0..=200 => 0,
201..=500 => 15,
501..=1000 => 25,
_ => 35,
};
load_score += iops_score;
// latency load evaluation (weight: 30%)
let latency_score = match metrics.avg_latency {
0..=10 => 0,
11..=50 => 20,
51..=100 => 30,
_ => 40,
};
load_score += latency_score;
// queue depth evaluation (weight: 20%)
let queue_score = match metrics.queue_depth {
0..=5 => 0,
6..=15 => 10,
16..=30 => 20,
_ => 25,
};
load_score += queue_score;
// CPU usage evaluation (weight: 15%)
let cpu_score = match metrics.cpu_usage {
0..=30 => 0,
31..=60 => 8,
61..=80 => 12,
_ => 15,
};
load_score += cpu_score;
// disk usage evaluation (weight: 10%)
let disk_score = match metrics.disk_utilization {
0..=50 => 0,
51..=75 => 5,
76..=90 => 8,
_ => 10,
};
load_score += disk_score;
// business metrics impact
let business_latency = self.business_metrics.request_latency.load(Ordering::Relaxed);
let business_error_rate = self.business_metrics.error_rate.load(Ordering::Relaxed);
if business_latency > 100 {
load_score += 20; // business latency too high
}
if business_error_rate > 100 {
// > 1%
load_score += 15; // business error rate too high
}
// history trend analysis
let trend_score = self.calculate_trend_score().await;
load_score += trend_score;
// determine load level based on total score
match load_score {
0..=30 => LoadLevel::Low,
31..=60 => LoadLevel::Medium,
61..=90 => LoadLevel::High,
_ => LoadLevel::Critical,
}
}
/// calculate trend score
async fn calculate_trend_score(&self) -> u32 {
let history = self.history_metrics.read().await;
if history.len() < 5 {
return 0; // data insufficient, cannot analyze trend
}
// analyze trend of last 5 samples
let recent: Vec<_> = history.iter().rev().take(5).collect();
// check IOPS rising trend
let mut iops_trend = 0;
for i in 1..recent.len() {
if recent[i - 1].iops > recent[i].iops {
iops_trend += 1;
}
}
// check latency rising trend
let mut latency_trend = 0;
for i in 1..recent.len() {
if recent[i - 1].avg_latency > recent[i].avg_latency {
latency_trend += 1;
}
}
// if IOPS and latency are both rising, increase load score
if iops_trend >= 3 && latency_trend >= 3 {
15 // obvious rising trend
} else if iops_trend >= 2 || latency_trend >= 2 {
5 // slight rising trend
} else {
0 // no obvious trend
}
}
/// handle load level change
async fn handle_load_level_change(&self, old_level: LoadLevel, new_level: LoadLevel, start_time: SystemTime) {
let duration = SystemTime::now().duration_since(start_time).unwrap_or(Duration::ZERO);
// update stats
{
let mut stats = self.load_stats.write().await;
match old_level {
LoadLevel::Low => stats.low_load_duration += duration.as_secs(),
LoadLevel::Medium => stats.medium_load_duration += duration.as_secs(),
LoadLevel::High => stats.high_load_duration += duration.as_secs(),
LoadLevel::Critical => stats.critical_load_duration += duration.as_secs(),
}
stats.load_transitions += 1;
}
// update history
{
let mut history = self.load_level_history.write().await;
history.push_back((SystemTime::now(), new_level));
// keep history record in reasonable range
while history.len() > 100 {
history.pop_front();
}
}
info!("load level changed: {:?} -> {:?}, duration: {:?}", old_level, new_level, duration);
// if enter critical load state, record warning
if new_level == LoadLevel::Critical {
warn!("system entered critical load state, Scanner will pause running");
}
}
/// get current load level
pub async fn get_business_load_level(&self) -> LoadLevel {
*self.current_load_level.read().await
}
/// get current metrics
pub async fn get_current_metrics(&self) -> IOMetrics {
self.current_metrics.read().await.clone()
}
/// get history metrics
pub async fn get_history_metrics(&self) -> Vec<IOMetrics> {
self.history_metrics.read().await.iter().cloned().collect()
}
/// get load stats
pub async fn get_load_stats(&self) -> LoadLevelStats {
self.load_stats.read().await.clone()
}
/// update business IO metrics
pub async fn update_business_metrics(&self, latency: u64, qps: u64, error_rate: u64, connections: u64) {
self.business_metrics.request_latency.store(latency, Ordering::Relaxed);
self.business_metrics.request_qps.store(qps, Ordering::Relaxed);
self.business_metrics.error_rate.store(error_rate, Ordering::Relaxed);
self.business_metrics.active_connections.store(connections, Ordering::Relaxed);
*self.business_metrics.last_update.write().await = SystemTime::now();
debug!(
"update business metrics: latency={}ms, QPS={}, error rate={}‰, connections={}",
latency, qps, error_rate, connections
);
}
/// clone for background task
fn clone_for_background(&self) -> Self {
Self {
config: self.config.clone(),
current_metrics: self.current_metrics.clone(),
history_metrics: self.history_metrics.clone(),
current_load_level: self.current_load_level.clone(),
load_level_history: self.load_level_history.clone(),
load_stats: self.load_stats.clone(),
business_metrics: self.business_metrics.clone(),
cancel_token: self.cancel_token.clone(),
}
}
/// reset stats
pub async fn reset_stats(&self) {
*self.load_stats.write().await = LoadLevelStats::default();
self.load_level_history.write().await.clear();
self.history_metrics.write().await.clear();
info!("IO monitor stats reset");
}
/// get load level history
pub async fn get_load_level_history(&self) -> Vec<(SystemTime, LoadLevel)> {
self.load_level_history.read().await.iter().cloned().collect()
}
}