import gradio as gr
from datasets import load_dataset

# Load dataset
dataset = load_dataset("AngadSi/sales-forecast-dataset", split="train")
df = dataset.to_pandas()

#data Cleaning 
df = df.dropna()
df = df.drop_duplicates()

df = df.reset_index(drop=True)

# Sort by MRP (High to Low)
df_sorted = df.sort_values(by="Product_MRP", ascending=False)

# Function
def show_sorted_data():
    return df_sorted.head()

# UI
gr.Interface(
    fn=show_sorted_data,
    inputs=None,
    outputs="dataframe",
    title="📊 Clean sort Sales Dataset"
).launch()