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Update app.py
Browse files
app.py
CHANGED
@@ -17,17 +17,35 @@ def main():
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st.title("Machine Learning")
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with st.expander("1: Add Your Data Source"):
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with st.expander("2: DataSet Preview"):
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if uploaded_file is not None:
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st.title("Machine Learning")
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with st.expander("1: Add Your Data Source"):
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uploaded_file = st.file_uploader("Upload your CSV or Excel file", type=["csv", "xlsx", "xls"])
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if uploaded_file is None:
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try:
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data = pd.read_csv('example.csv') # Load example CSV
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st.info("Loaded example.csv")
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except FileNotFoundError:
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st.error("Example CSV file not found. Please upload your own CSV or Excel file.")
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except pd.errors.EmptyDataError:
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st.error("Example CSV file is empty or invalid.")
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else:
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try:
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if uploaded_file.name.endswith('.csv'):
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data = pd.read_csv(uploaded_file)
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elif uploaded_file.name.endswith(('.xlsx', '.xls')):
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data = pd.read_excel(uploaded_file)
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# Check if the file has content
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if data.empty:
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st.error("Uploaded file is empty. Please upload a valid CSV or Excel file.")
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else:
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st.success("File uploaded successfully!")
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except pd.errors.EmptyDataError:
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st.error("The uploaded file is empty or contains no readable data.")
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except ValueError:
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st.error("Error in file format. Please ensure the file is a valid CSV or Excel.")
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except Exception as e:
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st.error(f"An error occurred: {e}")
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with st.expander("2: DataSet Preview"):
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if uploaded_file is not None:
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