# UQO WP 26 — Can Autonomous AI Agents Discover the Fundamental Value of Real Estate?
# One-command reproduction of everything that does not need paid API calls: `make all`.
# Live LLM runs are explicit (`make pilot`, `make validation`, `make final`) and need keys in .env.
PY ?= python3 -W ignore

.PHONY: all setup test synth data features geo baselines smoke evaluate figures tables paper clean

all: test synth data features baselines theory fundamental smoke evaluate tables paper

setup:
	$(PY) -m pip install -e ".[dev]"

test:
	$(PY) -m pytest tests -q

synth:
	$(PY) -m agentic_valuation.data.synthetic
	$(PY) scripts/01_build_analytic.py --synthetic
	$(PY) scripts/02_splits.py --synthetic
	$(PY) scripts/03_features.py --synthetic

data:
	$(PY) scripts/01_build_analytic.py
	$(PY) scripts/02_splits.py
	$(PY) scripts/05_leakage_audit.py

features:
	$(PY) scripts/04_geo.py
	$(PY) scripts/03_features.py

baselines:
	$(PY) scripts/10_train_baselines.py

smoke:   # mock provider, synthetic data, no keys
	AV_PROVIDER_MODE=mock $(PY) scripts/30_run_arm.py --arm F_independent --synthetic --n 5 --run-id smoke_F
	AV_PROVIDER_MODE=mock $(PY) scripts/30_run_arm.py --arm G_debate --rounds 2 --synthetic --n 5 --run-id smoke_G2

pilot:   # live, 24 properties of the validation subsample (see configs/budgets.yaml)
	$(PY) scripts/33_run_tier.py pilot --live

validation:
	$(PY) scripts/33_run_tier.py validation --live

final:
	$(PY) scripts/33_run_tier.py final --live

fundamental:
	$(PY) scripts/50_repeat_sales.py
	$(PY) scripts/52_rents_usercost.py
	$(PY) scripts/51_eval_vs_resale.py

theory:
	$(PY) scripts/41_theory_sim.py
	$(PY) scripts/40_welfare_sim.py

weights:   # after the validation tier: aggregation weights + conformal scales, then the protocol freeze
	$(PY) scripts/34_fit_weights.py
	$(PY) scripts/31_freeze.py

evaluate:
	$(PY) scripts/15_descriptives.py
	$(PY) scripts/20_evaluate.py
	$(PY) scripts/35_rounds_curve.py --split test
	$(PY) scripts/21_figures.py

tables: evaluate
	mkdir -p paper/tables paper/figures
	cp results/tables/*.tex paper/tables/ 2>/dev/null || true
	cp figures/*.pdf paper/figures/ 2>/dev/null || true

paper:
	cd paper && latexmk -pdf -interaction=nonstopmode -halt-on-error main.tex >/dev/null && echo "paper/main.pdf built"

clean:
	cd paper && latexmk -C >/dev/null 2>&1 || true
	find . -name __pycache__ -prune -exec rm -rf {} +