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Create app.py
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app.py
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import streamlit as st
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import nbformat
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from nbconvert import PythonExporter
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import os
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# Load and execute the notebook file
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def execute_notebook(notebook_path):
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"""Loads and executes the notebook, showing its content in the app."""
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if not os.path.exists(notebook_path):
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st.error("Notebook file not found!")
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return
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st.markdown("### Executing Notebook")
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with open(notebook_path, "r") as f:
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notebook_content = f.read()
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# Convert notebook to Python script
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exporter = PythonExporter()
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python_code, _ = exporter.from_notebook_node(nbformat.reads(notebook_content, as_version=4))
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# Execute the Python code dynamically
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try:
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exec(python_code, globals())
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st.success("Notebook executed successfully!")
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except Exception as e:
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st.error(f"Error executing notebook: {e}")
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# Streamlit UI
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def main():
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st.set_page_config(page_title="Notebook Runner", page_icon="📒", layout="wide")
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st.title("Notebook Runner App")
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notebook_file = "MLFlow Mentos Zindagi.ipynb"
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st.write(f"Loaded Notebook: **{notebook_file}**")
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if st.button("Run Notebook"):
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execute_notebook(notebook_file)
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if __name__ == "__main__":
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main()
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