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15 changes: 0 additions & 15 deletions services/model-api/app/models/loader.py
Original file line number Diff line number Diff line change
Expand Up @@ -35,18 +35,3 @@ def load_churn_model(model_name: str):

_model_cache[cache_key] = model
return model

# mlflow에서 고객 이탈 예측 모델 로드하는 함수
def load_churn_model(model_name: str, version: str):
cache_key = f"{model_name}_{version}_sklearn"
if cache_key in _model_cache:
return _model_cache[cache_key]

mlflow_uri = os.getenv("MLFLOW_TRACKING_URI", "http://mlflow:5000")
mlflow.set_tracking_uri(mlflow_uri)

model_uri = f"models:/{model_name}-{version}/latest"
model = mlflow.sklearn.load_model(model_uri)

_model_cache[cache_key] = model
return model
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