src/reporter/io.py

from __future__ import annotations

from pathlib import Path
from typing import Tuple

import pandas as pd


def _parse_ts(df: pd.DataFrame) -> pd.DataFrame:
    # Google Forms export uses this column name
    if "Informazioni cronologiche" in df.columns:
        df = df.copy()
        df["_ts"] = pd.to_datetime(df["Informazioni cronologiche"], errors="coerce")
        df = df.sort_values("_ts")
    else:
        df = df.copy()
        df["_ts"] = pd.NaT
    return df


def load_and_dedup(excel_path: Path) -> pd.DataFrame:
    df = pd.read_excel(excel_path, sheet_name=0)
    df = _parse_ts(df)
    if "Nome e cognome" in df.columns:
        df = df.drop_duplicates(subset=["Nome e cognome"], keep="last")
    return df.reset_index(drop=True)


def load_pair(auto_path: Path, valut_path: Path) -> Tuple[pd.DataFrame, pd.DataFrame]:
    auto_df = load_and_dedup(auto_path)
    valut_df = load_and_dedup(valut_path)
    return auto_df, valut_df