main.py

from fastapi import FastAPI, HTTPException, Body, Depends
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
from fastapi import Depends
import gradio as gr
import os
import logging

app = FastAPI()

# Use an absolute path for the SQLite database file
database_path = os.path.join(os.getcwd(), "test.db")
if not os.path.exists(database_path):
    open(database_path, 'w').close()
SQLALCHEMY_DATABASE_URL = f"sqlite:///{database_path}"

# Set up logging for debugging
logging.basicConfig(level=logging.DEBUG)

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

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()

def create_gr_chart(data):
    chart = gr.LineChart(data=data)
    return chart.launch()

@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()  # Replace with your function to fetch data from the database
    chart = create_gr_chart(data)  # Replace with your function to create a Gradio chart
    return chart