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04/21/2021, 4:07 PMChaoyu
04/21/2021, 4:29 PMGuillermo Alvarado
04/21/2021, 5:03 PMTimothy Laurent
04/23/2021, 8:27 PMPickleArtifact with pickle_module pointed to joblib?Timothy Laurent
04/23/2021, 8:28 PMChaoyu
04/23/2021, 9:03 PMGuillermo Alvarado
04/27/2021, 6:09 PMGuillermo Alvarado
04/27/2021, 6:09 PMfrom bentoml.service.artifacts.common import PickleArtifact
@env(infer_pip_packages=True)
@artifacts([PickleArtifact('model', pickle_module='joblib')])
class MyBentoService(BentoService):
@api(input=DataframeInput(), batch=True)
def predict_proba(self, df: pd.DataFrame):
return self.artifacts.model.predict_proba(df)Guillermo Alvarado
04/27/2021, 6:10 PMfrom bentoservice import MyBentoService
model=load('serialized.joblib')
# Create service with the trained model
bento_service = MyBentoService()
bento_service.pack("model", model)Chaoyu
04/28/2021, 5:29 PM