Makefile

.PHONY: help install install-dev test lint format clean train eval

help:
	@echo "TRNTR Development Commands"
	@echo "=========================="
	@echo "install       Install package and dependencies"
	@echo "install-dev   Install with development dependencies"
	@echo "test          Run unit tests"
	@echo "lint          Run code linters (flake8, isort, black check)"
	@echo "format        Format code with black and isort"
	@echo "clean         Remove build artifacts and cache"
	@echo "train         Run training with default config"
	@echo "eval          Run evaluation on all benchmarks"

install:
	pip install -e .

install-dev:
	pip install -e ".[all]"
	pre-commit install

test:
	pytest tests/ -v --cov=src/trntr --cov-report=html --cov-report=term

lint:
	flake8 src/ tests/ scripts/
	isort --check-only src/ tests/ scripts/
	black --check src/ tests/ scripts/

format:
	isort src/ tests/ scripts/
	black src/ tests/ scripts/

clean:
	find . -type d -name "__pycache__" -exec rm -rf {} +
	find . -type f -name "*.pyc" -delete
	find . -type f -name "*.pyo" -delete
	find . -type d -name "*.egg-info" -exec rm -rf {} +
	rm -rf build/ dist/ .pytest_cache/ .coverage htmlcov/
	rm -rf outputs/ multirun/ .hydra/

train:
	python train.py

eval:
	python scripts/evaluate.py --checkpoint checkpoints/best_model.pt --benchmark all

# Development shortcuts
quick-test:
	pytest tests/ -v -k "not slow"

watch-train:
	watch -n 5 'tail -n 30 logs/train.log'

count-params:
	python -c "from src.trntr.models import build_model; from omegaconf import OmegaConf; cfg = OmegaConf.load('configs/model/trntr_7m.yaml'); m = build_model(cfg); print(f'Parameters: {sum(p.numel() for p in m.parameters()):,}')"