main.py

from fastapi import FastAPI, HTTPException, Body
from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
from fastapi.responses import HTMLResponse
import gradio as gr

app = FastAPI()

SQLALCHEMY_DATABASE_URL = "sqlite:///./test.db"

engine = create_engine(SQLALCHEMY_DATABASE_URL)
SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
Base = declarative_base()

def create_gr_chart(data):
    chart = gr.LineChart(data=data)
    return chart.launch()
class Item(Base):
    __tablename__ = "items"

    id = Column(Integer, primary_key=True, index=True)
    category = Column(String, index=True)
    value = Column(Integer)

Base.metadata.create_all(bind=engine)

def get_db():
    db = SessionLocal()
    try:
        yield db
    finally:
        db.close()

@app.post("/form/")
async def store_data(item: Item, db: Session = Depends(get_db)):
    db.add(item)
    db.commit()
    db.refresh(item)
    return item

@app.get("/visualization/", response_class=HTMLResponse)
async def show_visualization():
    # Fetch data from the database and create a Gradio chart
    data = get_data_from_db()  # Define this function to fetch data from the database
    chart = create_gr_chart(data)  # Define this function to create a Gradio chart
    return chart