update app
Browse files
app.py
CHANGED
@@ -17,16 +17,11 @@ print("Model downloaded")
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def iris(sepal_length, sepal_width, petal_length, petal_width):
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print("Calling function")
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# df = pd.DataFrame([[sepal_length],[sepal_width],[petal_length],[petal_width]],
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df = pd.DataFrame([[sepal_length, sepal_width, petal_length, petal_width]],
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columns=['sepal_length', 'sepal_width', 'petal_length', 'petal_width'])
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print("Predicting")
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print(df)
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# 'res' is a list of predictions returned as the label.
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res = model.predict(df)
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# We add '[0]' to the result of the transformed 'res', because 'res' is a list, and we only want
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# the first element.
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# print("Res: {0}").format(res)
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print(res)
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flower_url = "https://raw.githubusercontent.com/featurestoreorg/serverless-ml-course/main/src/01-module/assets/" + \
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res[0] + ".png"
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@@ -40,11 +35,11 @@ demo = gr.Interface(
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description="Experiment with sepal/petal lengths/widths to predict which flower it is.",
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allow_flagging="never",
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inputs=[
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gr.Number(
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gr.Number(
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gr.Number(
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gr.Number(
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],
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outputs=gr.Image(type="pil"))
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demo.launch(debug=True)
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def iris(sepal_length, sepal_width, petal_length, petal_width):
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print("Calling function")
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df = pd.DataFrame([[sepal_length, sepal_width, petal_length, petal_width]],
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columns=['sepal_length', 'sepal_width', 'petal_length', 'petal_width'])
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print("Predicting")
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print(df)
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res = model.predict(df)
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print(res)
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flower_url = "https://raw.githubusercontent.com/featurestoreorg/serverless-ml-course/main/src/01-module/assets/" + \
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res[0] + ".png"
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description="Experiment with sepal/petal lengths/widths to predict which flower it is.",
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allow_flagging="never",
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inputs=[
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gr.Number(label="sepal length (cm)"),
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gr.Number(label="sepal width (cm)"),
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gr.Number(label="petal length (cm)"),
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gr.Number(label="petal width (cm)"),
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],
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outputs=gr.Image(type="pil"))
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demo.launch(debug=True)
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