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ec5ee81 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | """
One-time setup, safe to run again:
1. builds the Tunis network (tunis6j: the six-junction OSM map)
2. builds the traffic for every scenario
3. trains the models if they are missing or were saved with another
scikit-learn version (the tuned traffic-light settings are kept)
python scripts/setup.py
"""
import os
import subprocess
import sys
import _path # noqa: F401
from traffix.agents.base import models_usable
from traffix.core import config
HERE = os.path.dirname(os.path.abspath(__file__))
def run(script, *args):
print(f"\n> python scripts/{script} {' '.join(args)}", flush=True)
subprocess.run([sys.executable, os.path.join(HERE, script), *args], check=True)
if __name__ == "__main__":
net = config.network_files()[0]
if not os.path.exists(net) or not os.path.exists(net.replace(".net.xml", ".stops.xml")):
builder = "build_tunis_centre_6j.py" if config.network_name() == "tunis6j" else "build_network.py"
run(builder)
else:
print("Network already built.")
run("build_demand.py")
ok, msg = models_usable()
if ok:
print("\nTrained models match your scikit-learn version.")
else:
print(f"\n{msg}")
run("train.py", "--skip-tune")
print("\nSetup complete. Next: python scripts/run_live.py then open http://localhost:8000")
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