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