update

app.py

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+import pandas as pd
+import gradio as gr
+
+def compute_mode_openmarket(file):
+    # Read the Excel file
+    df = pd.read_excel(file)
+    opm=df[df['Outlet Channel']=='OPEN MARKET']
+    # Compute the mode of each column
+    modes = opm.mode()
+
+    # Convert the result to a new Excel file
+    modes.to_excel("modes.xlsx", index=False)
+
+    return "modes.xlsx"
+
+def compute_mode_wholesale(file):
+    # Read the Excel file
+    df = pd.read_excel(file)
+    wholesale=df[df['Outlet Channel']=='WHOLESALE']
+    # Compute the mode of each column
+    modes = wholesale.mode()
+
+    # Convert the result to a new Excel file
+    modes.to_excel("modes.xlsx", index=False)
+
+    return "modes.xlsx"
+
+def compute_mode_Large_supermarkets(file):
+    # Read the Excel file
+    df = pd.read_excel(file)
+    opm=df[df['Outlet Channel']=='Large supermarkets']
+    # Compute the mode of each column
+    modes = opm.mode()
+
+    # Convert the result to a new Excel file
+    modes.to_excel("modes.xlsx", index=False)
+
+    return "modes.xlsx"
+
+def compute_mode_Small_Supermarkets(file):
+    # Read the Excel file
+    df = pd.read_excel(file)
+    opm=df[df['Outlet Channel']=='Small Supermarkets']
+    # Compute the mode of each column
+    modes = opm.mode()
+
+    # Convert the result to a new Excel file
+    modes.to_excel("modes.xlsx", index=False)
+
+    return "modes.xlsx"
+
+def compute_mode_Neighbourhood_grocery(file):
+    # Read the Excel file
+    df = pd.read_excel(file)
+    opm=df[df['Outlet Channel']=='Neighbourhood grocery']
+    # Compute the mode of each column
+    modes = opm.mode()
+
+    # Convert the result to a new Excel file
+    modes.to_excel("modes.xlsx", index=False)
+
+    return "modes.xlsx"
+
+# Create a Gradio interface
+inputs = gr.File(label="Upload Excel File")
+outputs = gr.File(label="Download Mode File")
+iface1 = gr.Interface(fn=compute_mode_openmarket, inputs=inputs, outputs=outputs, title="Excel Mode Calculator")
+
+# Create a Gradio interface
+inputs = gr.File(label="Upload Excel File")
+outputs = gr.File(label="Download Mode File")
+iface2 = gr.Interface(fn=compute_mode_wholesale, inputs=inputs, outputs=outputs, title="Excel Mode Calculator")
+
+# Create a Gradio interface
+inputs = gr.File(label="Upload Excel File")
+outputs = gr.File(label="Download Mode File")
+iface3 = gr.Interface(fn=compute_mode_Small_Supermarkets, inputs=inputs, outputs=outputs, title="Excel Mode Calculator")
+
+# Create a Gradio interface
+inputs = gr.File(label="Upload Excel File")
+outputs = gr.File(label="Download Mode File")
+iface4 = gr.Interface(fn=compute_mode_Large_supermarkets, inputs=inputs, outputs=outputs, title="Excel Mode Calculator")
+
+# Create a Gradio interface
+inputs = gr.File(label="Upload Excel File")
+outputs = gr.File(label="Download Mode File")
+iface5 = gr.Interface(fn=compute_mode_Neighbourhood_grocery, inputs=inputs, outputs=outputs, title="Excel Mode Calculator")
+
+# Launch the interface
+gr.TabbedInterface([iface1,iface2,iface3,iface4,iface5],tab_names=['Open Market','Wholesale','Small Supermarkets','Large Supermarkets','Neighbourhood Grocery']).launch(share=True)

requirements.txt

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+gradio==4.27.0
+pandas==2.2.2
+openpylx==3.1.2