Files
foxhunt/data/examples/validate_cl_fut.rs
jgrusewski cb515363a9 fix(warnings): Eliminate 136 warnings across workspace via 11 parallel agents
## Summary
Pre-commit warning regression fix wave - deployed 11 parallel Task agents to systematically eliminate all compilation errors (2) and warnings (136) across the entire workspace.

## Changes by Category

### P0 Compilation Fixes (2 errors → 0)
- ml/src/hyperopt/adapters/mamba2.rs: Added missing `trial_counter: 0` to test initializers (lines 1135, 1165)

### ML Crate Warnings (35 → 0)
- ml/src/hyperopt/tests.rs: Added `#[allow(deprecated)]` for test-specific deprecated function usage
- ml/src/ensemble/ab_testing.rs: Renamed unused variables (_control_count, _rng)
- ml/src/security/*.rs: Fixed unused loop variables (i → _)
- ml/src/tft/quantized_attention.rs: Renamed unused test variable (_v)
- ml/src/features/regime_adaptive.rs: Renamed unused variables (_adaptive)
- ml/src/regime/{orchestrator,ranging}.rs: Renamed unused variables

### Data Crate Fixes (28 warnings + 4 errors → 0)
- data/Cargo.toml: Moved clap from [dev-dependencies] to [dependencies] (examples require it)
- data/examples/validate_cl_fut.rs: Updated to databento 0.42.0 API (decode_record_ref loop pattern)
- data/examples/download_mbp10_data.rs: Fixed reqwest 0.12 API (bytes_stream → chunk)
- data/examples/*.rs: Removed unused imports (4 files via cargo fix)
- data/tests/real_data_helpers.rs: Added `#[allow(dead_code)]` to cross-binary test helpers

### API Gateway Test Warnings (19 → 0)
- services/api_gateway/tests/common/mod.rs: Added `#[allow(dead_code)]` to shared test utilities (6 items)
- services/api_gateway/tests/rate_limiting_tests.rs: Added `#[allow(dead_code)]` to REDIS_URL constant

## Verification
```bash
cargo check --workspace
# Result: Finished in 49.41s
# Warnings: 0 (was 136)
# Errors: 0 (was 2)
```

## Files Modified: 26 total
- ML: 14 files (9 manual + 5 auto-fixed)
- Data: 10 files (2 Cargo.toml + 6 examples + 1 test + 1 dependency update)
- API Gateway: 2 test files

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 10:15:09 +01:00

151 lines
5.5 KiB
Rust

//! Validate CL.FUT DBN data file
//!
//! Inspects the downloaded CL.FUT data and reports statistics.
use dbn::decode::{DbnDecoder, DbnMetadata, DecodeRecordRef};
use std::fs::File;
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
println!(" CL.FUT Data Validation");
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
println!();
let file_path = "test_data/real/databento/CL.FUT_ohlcv-1m_2024-01-02.dbn";
println!("📂 File: {}", file_path);
// Check file exists and get size
let file_metadata = std::fs::metadata(file_path)?;
let size = file_metadata.len();
println!(
"📊 Size: {} bytes ({:.2} KB, {:.2} MB)",
size,
size as f64 / 1024.0,
size as f64 / 1_048_576.0
);
println!();
// Open file and create DBN decoder
let file = File::open(file_path)?;
let mut decoder = DbnDecoder::new(file)?;
// Read DBN metadata
let metadata = decoder.metadata();
println!("📋 Metadata:");
println!(" Dataset: {}", metadata.dataset);
println!(" Schema: {:?}", metadata.schema);
println!(" Start: {}", metadata.start);
println!(" End: {:?}", metadata.end);
println!(" Symbols: {}", metadata.symbols.join(", "));
println!(" Stype In: {:?}", metadata.stype_in);
println!();
let mut bar_count = 0;
let mut min_price = f64::MAX;
let mut max_price = f64::MIN;
let mut total_volume = 0.0;
// Read all records using decode_record_ref() loop pattern
loop {
match decoder.decode_record_ref() {
Ok(Some(record_ref)) => {
// Cast to OhlcvMsg
if let Some(record) = record_ref.get::<dbn::OhlcvMsg>() {
bar_count += 1;
// Track price range
let open = record.open as f64 / 1_000_000_000.0; // Convert from fixed point
let high = record.high as f64 / 1_000_000_000.0;
let low = record.low as f64 / 1_000_000_000.0;
let close = record.close as f64 / 1_000_000_000.0;
let volume = record.volume as f64;
if low < min_price {
min_price = low;
}
if high > max_price {
max_price = high;
}
total_volume += volume;
// Print first few bars for inspection
if bar_count <= 3 {
println!(
"📊 Bar {}: O={:.2} H={:.2} L={:.2} C={:.2} V={:.0}",
bar_count, open, high, low, close, volume
);
}
}
}
Ok(None) => break, // End of records
Err(e) => return Err(e.into()),
}
}
println!();
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
println!(" Statistics:");
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
println!(" Total Bars: {}", bar_count);
println!(" Price Range: ${:.2} - ${:.2}", min_price, max_price);
println!(" Total Volume: {:.0}", total_volume);
println!(" Avg Volume: {:.0}", total_volume / bar_count as f64);
println!();
// Estimate cost
let size_gb = size as f64 / 1_073_741_824.0;
let cost_low = size_gb * 0.50;
let cost_high = size_gb * 2.00;
println!("💰 Cost Estimate:");
println!(" Size (GB): {:.10}", size_gb);
println!(" Estimated: ${:.6} - ${:.6}", cost_low, cost_high);
println!();
// Validate expectations
println!("✅ Validation:");
// CL.FUT typically has 390-400 bars per trading day (6.5 hours * 60 min)
let expected_bars = 390;
if bar_count >= expected_bars - 50 && bar_count <= expected_bars + 50 {
println!(
" ✓ Bar count reasonable ({} bars, expected ~{})",
bar_count, expected_bars
);
} else {
println!(
" ⚠ Bar count unexpected ({} bars, expected ~{})",
bar_count, expected_bars
);
}
// CL.FUT (Crude Oil) typically trades in $70-$85 range in Jan 2024
if min_price >= 60.0 && max_price <= 100.0 {
println!(
" ✓ Price range reasonable (${:.2} - ${:.2})",
min_price, max_price
);
} else {
println!(
" ⚠ Price range unexpected (${:.2} - ${:.2})",
min_price, max_price
);
}
if total_volume > 0.0 {
println!(" ✓ Volume data present");
} else {
println!(" ⚠ No volume data");
}
println!();
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
println!(" Validation Complete!");
println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
Ok(())
}