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import os
import json
import pytest
from src.monitoring import main, REPORTS_DIR
METRICS_PATH = os.path.join(REPORTS_DIR, "metrics.json")
@pytest.fixture(autouse=True)
def cleanup_metrics():
"""Rimuove il file metrics.json prima e dopo i test."""
if os.path.exists(METRICS_PATH):
os.remove(METRICS_PATH)
yield
if os.path.exists(METRICS_PATH):
os.remove(METRICS_PATH)
def test_monitoring_creates_metrics():
"""Verifica che il monitoring crei correttamente il file metrics.json e contenga i dati previsti."""
main()
assert os.path.exists(METRICS_PATH), "metrics.json non è stato generato"
with open(METRICS_PATH, "r") as f:
metrics = json.load(f)
assert "TweetEval" in metrics, "Mancano metriche TweetEval"
assert "YouTube" in metrics, "Mancano metriche YouTube"
for dataset_name, data in metrics.items():
assert "accuracy" in data, f"Manca accuracy per {dataset_name}"
assert "f1" in data, f"Manca F1 per {dataset_name}"
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