import pandas as pd
import ydata_profiling
import gradio as gr
from pydantic_settings import BaseSettings
from pandasgui import show
import sweetviz as sv
def generate_report(file,type):
    df = pd.read_csv(file) if file.name.endswith(".csv") else pd.read_excel(file)
    if type == "pandas profiling":
        return  ydata_profiling.ProfileReport(df).to_html()
    elif type == "pandasGUI":
        return  show(df)
    elif type == "sweetviz":
        return sv.analyze(global_df).show_html()
    

   

iface = gr.Interface(
    generate_report,
    [gr.File(file_types=['.csv','.xlsx'], label="Upload a CSV or Excel file"),
     gr.Radio(["pandas profiling", "pandasGUI", "sweetviz"], label="Type of report", info="Explore the data")],
    "html",
    title="Pandas Profiling Report",
    live=True,
)

iface.launch(share=True)