# from autoviz import AutoViz_Class
# import os
# import pandas as pd
# import uuid

# def run_autoviz(
#     filename,
#     sep=",",
#     depVar="",
#     dfte=None,
#     header=0,
#     verbose=2,
#     lowess=False,
#     chart_format="html",
#     max_rows_analyzed=150000,
#     max_cols_analyzed=30,
#     save_plot_dir=None
# ):
#     # Generate unique directory using uuid
#     vis_in = str(uuid.uuid4())
#     save_plot_dir = f"./{chart_format}_{vis_in}"
#     os.makedirs(save_plot_dir, exist_ok=True)

#     # Read the CSV file to check if the path is correct
#     df = pd.read_csv(filename)
#     # print(df.head())

#     # Run AutoViz
#     AV = AutoViz_Class()
#     print("Running AutoViz...")
#     dft = AV.AutoViz(
#         filename,
#         sep=sep,
#         depVar=depVar,
#         dfte=dfte,
#         header=header,
#         verbose=verbose,
#         lowess=lowess,
#         chart_format=chart_format,
#         max_rows_analyzed=max_rows_analyzed,
#         max_cols_analyzed=max_cols_analyzed,
#         save_plot_dir=save_plot_dir
#     )
#     print(dft)
#     print(f"Plots saved in: {save_plot_dir}")
#     return dft

# # Example usage:
# run_autoviz(
#     filename=r"C:\Users\Dell\Documents\MR-AI\openai_agents\healthcare-data-30.csv"
# )

from fastapi import FastAPI, Request
from pydantic import BaseModel
from autoviz import AutoViz_Class
import os
import pandas as pd
import uuid
from fastapi import APIRouter

Autoviz_router = APIRouter(prefix="/autoviz", tags=["autoviz"])


class AutoVizParams(BaseModel):
    filename: str
    sep: str = ","
    depVar: str = ""
    header: int = 0
    verbose: int = 2
    lowess: bool = False
    chart_format: str = "html"
    max_rows_analyzed: int = 150000
    max_cols_analyzed: int = 30

def run_autoviz(
    filename,
    sep=",",
    depVar="",
    dfte=None,
    header=0,
    verbose=2,
    lowess=False,
    chart_format="html",
    max_rows_analyzed=150000,
    max_cols_analyzed=30,
    save_plot_dir=None
):
    vis_in = str(uuid.uuid4())
    save_plot_dir = f"./{chart_format}_{vis_in}"
    os.makedirs(save_plot_dir, exist_ok=True)
    df = pd.read_csv(filename)
    AV = AutoViz_Class()
    dft = AV.AutoViz(
        filename,
        sep=sep,
        depVar=depVar,
        dfte=dfte,
        header=header,
        verbose=verbose,
        lowess=lowess,
        chart_format=chart_format,
        max_rows_analyzed=max_rows_analyzed,
        max_cols_analyzed=max_cols_analyzed,
        save_plot_dir=save_plot_dir
    )
    return {"message": "AutoViz run complete", "plots_dir": save_plot_dir}

@Autoviz_router.post("/run_autoviz")
async def autoviz_api(params: AutoVizParams):
    result = run_autoviz(
        filename=params.filename,
        sep=params.sep,
        depVar=params.depVar,
        dfte=None,
        header=params.header,
        verbose=params.verbose,
        lowess=params.lowess,
        chart_format=params.chart_format,
        max_rows_analyzed=params.max_rows_analyzed,
        max_cols_analyzed=params.max_cols_analyzed,
        save_plot_dir=None
    )
    return result