Edward Nagy commited on
Commit
1bc6e7f
1 Parent(s): bad4227

Add model loading

Browse files
Files changed (1) hide show
  1. app.py +2 -0
app.py CHANGED
@@ -66,6 +66,8 @@ latest_wine_string = latest_wine_df.to_string(index=False)
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  # Predict the wine class
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  mr = project.get_model_registry()
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  model = mr.get_model("wine_class_model", version=1)
 
 
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  batch_data, batch_label = feature_target_split(wine_df, 'quality')
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  batch_data = one_hot_encoder(batch_data, 'type')
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  y_pred = model.predict(batch_data.tail(1))
 
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  # Predict the wine class
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  mr = project.get_model_registry()
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  model = mr.get_model("wine_class_model", version=1)
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+ model_dir = model.download()
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+ model = joblib.load(model_dir + "/wine_class_model.pkl")
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  batch_data, batch_label = feature_target_split(wine_df, 'quality')
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  batch_data = one_hot_encoder(batch_data, 'type')
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  y_pred = model.predict(batch_data.tail(1))