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import os
from pathlib import Path
import pandas as pd
from app.monitoring.drift import run_drift_check
def test_run_drift_check_outputs_metrics():
repo_root = Path(__file__).resolve().parents[2]
current_path = repo_root / "data" / "processed" / "current_data.csv"
reference_path = repo_root / "models" / "v1" / "reference_data.csv"
assert current_path.exists()
assert reference_path.exists()
current_df = pd.read_csv(current_path)
reference_df = pd.read_csv(reference_path)
report = run_drift_check(
current_df,
reference_df,
model_version="v1"
)
assert report is not None
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