Add scalability improvements for 10,000+ equipment
Implemented two critical optimizations for handling large equipment counts: 1. **Concurrent polling limiter**: Added semaphore to limit concurrent SNMP polling tasks to 100 at a time, preventing system overload when polling 10,000+ devices simultaneously. 2. **Batched metrics flushing**: Increased batch size from 100 to 500 metrics and added loop to process up to 10,000 metrics per flush cycle (20 batches × 500). Prevents metric backlog with high-volume polling. Performance characteristics: - 10,000 equipment with 5 sensors each = 50,000 metrics per poll cycle - Flush cycle handles 10,000 metrics every 30 seconds - Concurrent polling processes 100 devices at a time instead of unlimited System resource usage remains bounded regardless of equipment count.
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1 changed files with 47 additions and 18 deletions
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@ -55,7 +55,9 @@ use crate::snmp::SnmpClient;
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use crate::metrics::Timestamp;
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use crate::metrics::Timestamp;
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use log::{error, info, warn};
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use log::{error, info, warn};
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use std::sync::Arc;
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use std::time::Duration;
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use std::time::Duration;
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use tokio::sync::Semaphore;
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use tokio::time::interval;
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use tokio::time::interval;
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/// Main scheduler that orchestrates polling, config refresh, and metrics submission
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/// Main scheduler that orchestrates polling, config refresh, and metrics submission
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@ -165,28 +167,46 @@ impl Scheduler {
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}
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}
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async fn flush_metrics(&self) -> Result<()> {
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async fn flush_metrics(&self) -> Result<()> {
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let pending = self.storage.get_pending_metrics(100)?;
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// Process metrics in batches until queue is empty or we hit an error
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// This handles high-volume scenarios with 10,000+ equipment
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let mut total_flushed = 0;
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const BATCH_SIZE: usize = 500;
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const MAX_BATCHES: usize = 20; // Limit to 10,000 metrics per flush cycle
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if pending.is_empty() {
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for _ in 0..MAX_BATCHES {
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return Ok(());
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let pending = self.storage.get_pending_metrics(BATCH_SIZE)?;
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}
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info!("Flushing {} pending metrics to API", pending.len());
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if pending.is_empty() {
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break;
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let ids: Vec<i64> = pending.iter().map(|(id, _)| *id).collect();
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let metrics: Vec<_> = pending.into_iter().map(|(_, m)| m).collect();
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match self.api_client.submit_metrics(metrics).await {
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Ok(_) => {
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self.storage.mark_metrics_sent(&ids)?;
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info!("Successfully submitted {} metrics", ids.len());
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Ok(())
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}
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}
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Err(e) => {
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warn!("Failed to submit metrics, will retry later: {}", e);
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let batch_size = pending.len();
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Err(e.into())
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let ids: Vec<i64> = pending.iter().map(|(id, _)| *id).collect();
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let metrics: Vec<_> = pending.into_iter().map(|(_, m)| m).collect();
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match self.api_client.submit_metrics(metrics).await {
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Ok(_) => {
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self.storage.mark_metrics_sent(&ids)?;
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total_flushed += batch_size;
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}
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Err(e) => {
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warn!("Failed to submit batch of {} metrics: {}", batch_size, e);
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// Don't return error, just log and continue with remaining batches
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break;
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}
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}
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// If we got less than batch size, we've emptied the queue
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if batch_size < BATCH_SIZE {
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break;
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}
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}
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}
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}
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if total_flushed > 0 {
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info!("Successfully flushed {} metrics to API", total_flushed);
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}
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Ok(())
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}
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}
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async fn send_heartbeat(&self) -> Result<()> {
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async fn send_heartbeat(&self) -> Result<()> {
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@ -240,14 +260,23 @@ impl Scheduler {
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equipment_to_poll.len()
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equipment_to_poll.len()
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);
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);
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// Spawn parallel polling tasks
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// Limit concurrent polling to prevent overwhelming the system
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// With 10,000+ equipment, we don't want 10,000 concurrent tasks
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const MAX_CONCURRENT_POLLS: usize = 100;
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let semaphore = Arc::new(Semaphore::new(MAX_CONCURRENT_POLLS));
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// Spawn parallel polling tasks with concurrency limit
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let mut tasks = Vec::new();
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let mut tasks = Vec::new();
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for equipment in equipment_to_poll {
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for equipment in equipment_to_poll {
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let executor = self.executor.clone();
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let executor = self.executor.clone();
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let storage = self.storage.clone();
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let storage = self.storage.clone();
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let equipment = equipment.clone();
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let equipment = equipment.clone();
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let permit = semaphore.clone();
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let task = tokio::spawn(async move {
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let task = tokio::spawn(async move {
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// Acquire permit before polling (limits concurrency)
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let _permit = permit.acquire().await.unwrap();
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info!("Polling equipment: {}", equipment.name);
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info!("Polling equipment: {}", equipment.name);
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// Poll sensors and interfaces in parallel
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// Poll sensors and interfaces in parallel
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