stinoco commited on
Commit
4057e14
1 Parent(s): 7f59544

first deploy

Browse files
Files changed (4) hide show
  1. app.py +25 -4
  2. requirements.txt +3 -0
  3. test_df.xlsx +0 -0
  4. test_model.pkl +0 -0
app.py CHANGED
@@ -1,8 +1,29 @@
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  import gradio as gr
 
 
 
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- def greet(name):
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- return "Hello " + name + "!!"
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- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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- iface.launch()
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  import gradio as gr
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+ import pandas as pd
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+ import numpy as np
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+ import pickle
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+ remote_df = pd.read_excel('test_df.xlsx')
 
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+ def predict(x1, x2):
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+
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+ X = np.array([x1, x2], ndmin = 2)
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+
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+ with open('test_model.pkl', 'rb') as model:
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+ clf = pickle.load(model)
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+
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+ y_pred = clf.predict(X)
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+
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+ return y_pred + remote_df['col1'][0]
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+
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+ demo = gr.Interface(
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+ predict,
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+ inputs = [gr.Number(), gr.Number()],
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+ outputs = gr.Number(),
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+ examples=[
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+ ],
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+ title = 'Deploy Test'
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+ )
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+
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+ demo.launch(share = True)
requirements.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ pandas
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+ numpy
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+ pickle
test_df.xlsx ADDED
Binary file (4.91 kB). View file
 
test_model.pkl ADDED
Binary file (2.76 kB). View file