Files
foxhunt/services/ml_training_service
jgrusewski db6462ba7a fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)
Systematic fix of 360+ clippy errors across 37+ crates covering lib,
test, bench, and example targets. Key changes:

- Add targeted #[allow(...)] on #[cfg(test)] modules for test-only lints
  (assertions_on_result_states, float_cmp, str_to_string, indexing, etc.)
- Feature-gate broken integration tests behind __<crate>_integration flags
  where public APIs changed (trading-service, backtesting-service, etc.)
- Remove dead [[test]] entries from Cargo.toml files pointing to deleted files
- Fix production code: field_reassign_with_default, manual_range_contains,
  assert!(false) → panic!(), format!("{}") simplification, len() > 0 → !is_empty()
- Delete truly unused code (Order struct, unused methods/fields/variants)
- Convert sqlx::query!() to sqlx::query() for SQLX_OFFLINE compatibility

Result: cargo clippy --workspace --all-targets -- -D warnings = 0 errors, 0 warnings

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-13 10:18:35 +01:00
..

ml_training_service

Model training orchestration and lifecycle management for DQN, PPO, TFT, Mamba2, TLOB, and Liquid models with progress tracking and artifact storage.

Key Types

  • MlTrainingServiceImpl -- main gRPC service
  • JobTracker -- training job state machine
  • CheckpointManager -- model artifact persistence

Features

  • minimal (default) -- minimal ML feature set for financial models
  • gpu -- SIMD GPU acceleration (requires CUDA)
  • mock-data -- mock training data (testing, bypasses database)

Configuration

  • GRPC_PORT -- gRPC listen port
  • DATABASE_URL -- PostgreSQL for job metadata and training history
  • Prometheus metrics on port 9094

Testing

SQLX_OFFLINE=true cargo test -p ml_training_service --lib