Files
foxhunt/services/backtesting_service/benches/dbn_loading_benchmark.rs
jgrusewski e8a68ee39f Download 360 DBN files (36.3 MB) using Rust databento client
- Created data/examples/download_ml_training_data.rs using reqwest + Databento HTTP API
- Downloaded 90 days × 4 symbols (ES.FUT, NQ.FUT, ZN.FUT, 6E.FUT)
- Files saved to test_data/real/databento/ml_training/
- Total: 360 files, 15 MB compressed DBN format
- Used existing Rust pattern from download_nq_fut.rs
- API key loaded from .env file
- 100% success rate (360/360 files)
- Ready for ML training benchmarks

Next: Create simplified training benchmark for RTX 3050 Ti GPU measurements
2025-10-13 13:30:02 +02:00

146 lines
4.8 KiB
Rust

//! Performance benchmarks for DBN data loading
//!
//! This benchmark measures the performance of loading real market data from DBN files
//! to ensure it meets HFT requirements.
use backtesting_service::dbn_repository::DbnMarketDataRepository;
use backtesting_service::repositories::MarketDataRepository;
use criterion::{black_box, criterion_group, criterion_main, BenchmarkId, Criterion};
use std::collections::HashMap;
use tokio::runtime::Runtime;
fn benchmark_dbn_loading(c: &mut Criterion) {
let rt = Runtime::new().unwrap();
// Find workspace root to get absolute path to test file
let current_dir = std::env::current_dir().unwrap();
let workspace_root = current_dir
.ancestors()
.find(|p| p.join("Cargo.toml").exists() && p.join("test_data").exists())
.expect("Could not find workspace root");
let test_file = workspace_root
.join("test_data/real/databento/ES.FUT_ohlcv-1m_2024-01-02.dbn");
if !test_file.exists() {
panic!("Test file not found: {}", test_file.display());
}
let mut file_mapping = HashMap::new();
file_mapping.insert(
"ES.FUT".to_string(),
test_file.to_string_lossy().to_string(),
);
let repo = rt
.block_on(async { DbnMarketDataRepository::new(file_mapping).await.unwrap() });
c.bench_function("load_es_fut_390_bars", |b| {
b.to_async(&rt).iter(|| async {
let symbols = vec!["ES.FUT".to_string()];
let start_time = 1704153600_000_000_000i64; // 2024-01-02 00:00:00
let end_time = 1704240000_000_000_000i64; // 2024-01-03 00:00:00
let data = repo
.load_historical_data(&symbols, start_time, end_time)
.await
.unwrap();
black_box(data);
});
});
}
fn benchmark_multiple_loads(c: &mut Criterion) {
let rt = Runtime::new().unwrap();
// Find workspace root to get absolute path to test file
let current_dir = std::env::current_dir().unwrap();
let workspace_root = current_dir
.ancestors()
.find(|p| p.join("Cargo.toml").exists() && p.join("test_data").exists())
.expect("Could not find workspace root");
let test_file = workspace_root
.join("test_data/real/databento/ES.FUT_ohlcv-1m_2024-01-02.dbn");
let mut file_mapping = HashMap::new();
file_mapping.insert(
"ES.FUT".to_string(),
test_file.to_string_lossy().to_string(),
);
let repo = rt
.block_on(async { DbnMarketDataRepository::new(file_mapping).await.unwrap() });
let mut group = c.benchmark_group("multiple_loads");
for iterations in [1, 5, 10].iter() {
group.bench_with_input(
BenchmarkId::from_parameter(iterations),
iterations,
|b, &iterations| {
b.to_async(&rt).iter(|| async {
for _ in 0..iterations {
let symbols = vec!["ES.FUT".to_string()];
let start_time = 1704153600_000_000_000i64;
let end_time = 1704240000_000_000_000i64;
let data = repo
.load_historical_data(&symbols, start_time, end_time)
.await
.unwrap();
black_box(data);
}
});
},
);
}
group.finish();
}
fn benchmark_partial_day_load(c: &mut Criterion) {
let rt = Runtime::new().unwrap();
// Find workspace root to get absolute path to test file
let current_dir = std::env::current_dir().unwrap();
let workspace_root = current_dir
.ancestors()
.find(|p| p.join("Cargo.toml").exists() && p.join("test_data").exists())
.expect("Could not find workspace root");
let test_file = workspace_root
.join("test_data/real/databento/ES.FUT_ohlcv-1m_2024-01-02.dbn");
let mut file_mapping = HashMap::new();
file_mapping.insert(
"ES.FUT".to_string(),
test_file.to_string_lossy().to_string(),
);
let repo = rt
.block_on(async { DbnMarketDataRepository::new(file_mapping).await.unwrap() });
c.bench_function("load_es_fut_partial_day", |b| {
b.to_async(&rt).iter(|| async {
let symbols = vec!["ES.FUT".to_string()];
// Load only first 4 hours (9:30 AM - 1:30 PM ET)
let start_time = 1704203400_000_000_000i64; // 2024-01-02 09:30:00 ET
let end_time = 1704217800_000_000_000i64; // 2024-01-02 13:30:00 ET
let data = repo
.load_historical_data(&symbols, start_time, end_time)
.await
.unwrap();
black_box(data);
});
});
}
criterion_group!(
benches,
benchmark_dbn_loading,
benchmark_multiple_loads,
benchmark_partial_day_load
);
criterion_main!(benches);