firebase_utils.py

import firebase_admin
from firebase_admin import firestore
import streamlit as st
from datetime import datetime, timezone
import uuid

def load_ratings(db, models):
    try:
        ratings_ref = db.collection('ratings').document('current')
        ratings_doc = ratings_ref.get()
        if ratings_doc.exists:
            ratings = ratings_doc.to_dict()
        else:
            ratings = {model: 1000 for model in models}
            save_ratings(db, ratings)
        return ratings
    except Exception as e:
        st.error(f"Ошибка при загрузке рейтингов: {e}")
        return {model: 1000 for model in models}

def save_ratings(db, ratings):
    try:
        ratings_ref = db.collection('ratings').document('current')
        ratings_ref.set(ratings)
    except Exception as e:
        st.error(f"Ошибка при сохранении рейтингов: {e}")

def save_vote(db, winner, models):
    ratings = load_ratings(db, models)

    model_a = st.session_state.model_a
    model_b = st.session_state.model_b

    Ra = ratings[model_a]
    Rb = ratings[model_b]

    Sa, Sb = (1, 0) if winner == 'left' else (0, 1)

    Ea = 1 / (1 + 10 ** ((Rb - Ra) / 400))
    Eb = 1 / (1 + 10 ** ((Ra - Rb) / 400))

    K = 32

    Ra_new = Ra + K * (Sa - Ea)
    Rb_new = Rb + K * (Sb - Eb)

    ratings[model_a] = Ra_new
    ratings[model_b] = Rb_new
    save_ratings(db, ratings)

    try:
        vote_data = {
            'session_id': str(uuid.uuid4()),
            'timestamp': datetime.now(timezone.utc),
            'original_review': st.session_state.original_review,
            'model_a': model_a,
            'model_b': model_b,
            'rewrite_a': st.session_state.rewrite_a,
            'rewrite_b': st.session_state.rewrite_b,
            'winner': winner
        }
        db.collection('votes').add(vote_data)
    except Exception as e:
        st.error(f"Ошибка при сохранении голосования: {e}")