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Update app.py
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app.py
CHANGED
@@ -1,52 +1,52 @@
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import pandas as pd
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from ydata_profiling import ProfileReport
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import gradio as gr
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def generate_report(file):
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try:
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# Read the uploaded CSV file
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df = pd.read_csv(file.name)
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# Generate the profiling report
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report = ProfileReport(df, title="Data Report", explorative=True)
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# Render the report as an HTML string
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report_html = report.to_html()
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return report_html
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except Exception as e:
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return f"An error occurred: {str(e)}"
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# Define the footer HTML content
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footer = """
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<div style="text-align: center; margin-top: 20px;">
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<a href="https://www.linkedin.com/in/pejman-ebrahimi-4a60151a7/" target="_blank">LinkedIn</a> |
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<a href="https://github.com/arad1367" target="_blank">GitHub</a> |
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<a href="https://arad1367.pythonanywhere.com/" target="_blank">Live demo of my PhD defense</a>
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<br>
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Made with π by Pejman Ebrahimi
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</div>
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"""
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# Create a Gradio interface with custom layout
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with gr.Blocks(
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gr.Markdown("# Data Report Generator")
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# File input section
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with gr.Row():
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with gr.Column(scale=1):
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upload = gr.File(label="Upload your CSV file")
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with gr.Column(scale=1):
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generate_btn = gr.Button("Generate Report")
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# Output section for displaying the report
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report_output = gr.HTML()
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# Action to generate and display the report
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generate_btn.click(fn=generate_report, inputs=upload, outputs=report_output)
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# Add the footer to the app
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gr.HTML(footer)
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# Launch the Gradio app
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app.launch()
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import pandas as pd
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from ydata_profiling import ProfileReport
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import gradio as gr
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def generate_report(file):
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try:
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# Read the uploaded CSV file
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df = pd.read_csv(file.name)
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# Generate the profiling report
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report = ProfileReport(df, title="Data Report", explorative=True)
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# Render the report as an HTML string
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report_html = report.to_html()
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return report_html
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except Exception as e:
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return f"An error occurred: {str(e)}"
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# Define the footer HTML content
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footer = """
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<div style="text-align: center; margin-top: 20px;">
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<a href="https://www.linkedin.com/in/pejman-ebrahimi-4a60151a7/" target="_blank">LinkedIn</a> |
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<a href="https://github.com/arad1367" target="_blank">GitHub</a> |
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<a href="https://arad1367.pythonanywhere.com/" target="_blank">Live demo of my PhD defense</a>
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<br>
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Made with π by Pejman Ebrahimi
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</div>
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"""
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# Create a Gradio interface with custom layout
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with gr.Blocks() as app:
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gr.Markdown("# Data Report Generator")
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# File input section
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with gr.Row():
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with gr.Column(scale=1):
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upload = gr.File(label="Upload your CSV file")
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with gr.Column(scale=1):
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generate_btn = gr.Button("Generate Report")
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# Output section for displaying the report
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report_output = gr.HTML()
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# Action to generate and display the report
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generate_btn.click(fn=generate_report, inputs=upload, outputs=report_output)
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# Add the footer to the app
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gr.HTML(footer)
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# Launch the Gradio app
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app.launch()
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