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import pandas as pd
import ydata_profiling
import gradio as gr
from pydantic_settings import BaseSettings
def generate_report(file):
df = pd.read_csv(file) if file.name.endswith(".csv") else pd.read_excel(file)
report = ydata_profiling.ProfileReport(df)
return report.to_html()
iface = gr.Interface(
generate_report,
[gr.File(accept=".csv,.xlsx", label="Upload a CSV or Excel file")],
"html",
title="Pandas Profiling Report",
live=True,
)
iface.launch(share=True) |