"""API for data used to generate menus""" # pylint: skip-file from flask import jsonify, request, Blueprint, current_app from functools import wraps from gn3.auth.authorisation.oauth2.resource_server import require_oauth from gn3.llms.process import get_gnqa from gn3.llms.process import rate_document from gn3.llms.process import get_user_queries from gn3.llms.process import fetch_query_results from gn3.auth.authorisation.oauth2.resource_server import require_oauth from gn3.auth import db from gn3.settings import SQLITE_DB_PATH from redis import Redis import os import json import logging import sqlite3 from datetime import timedelta GnQNA = Blueprint("GnQNA", __name__) def handle_errors(func): @wraps(func) def decorated_function(*args, **kwargs): try: return func(*args, **kwargs) except Exception as error: return jsonify({"error": str(error)}), 500 return decorated_function @GnQNA.route("/gnqna", methods=["POST"]) def gnqa(): # todo add auth query = request.json.get("querygnqa", "") if not query: return jsonify({"error": "querygnqa is missing in the request"}), 400 try: auth_token = current_app.config.get("FAHAMU_AUTH_TOKEN") task_id, answer, refs = get_gnqa( query, auth_token, current_app.config.get("DATA_DIR")) response = { "task_id": task_id, "query": query, "answer": answer, "references": refs } with (Redis.from_url(current_app.config["REDIS_URI"], decode_responses=True) as redis_conn): # The key will be deleted after 60 seconds redis_conn.setex(f"LLM:random_user-{query}", timedelta(days=10), json.dumps(response)) return jsonify({ **response, "prev_queries": get_user_queries("random_user", redis_conn) }) except Exception as error: return jsonify({"query": query, "error": f"Request failed-{str(error)}"}), 500 @GnQNA.route("/rating/", methods=["POST"]) @require_oauth("profile") def rating(task_id): try: with require_oauth.acquire("profile") as the_token: user = the_token.user.user_id results = request.json user_id, query, answer, weight = (the_token.user.user_id, results.get("query"), results.get("answer"), results.get("weight", 0)) with db.connection(os.path.join(SQLITE_DB_PATH, "llm.db")) as conn: cursor = conn.cursor() create_table = """CREATE TABLE IF NOT EXISTS Rating( user_id TEXT NOT NULL, query TEXT NOT NULL, answer TEXT NOT NULL, weight INTEGER NOT NULL DEFAULT 0, task_id TEXT NOT NULL UNIQUE )""" cursor.execute(create_table) cursor.execute("""INSERT INTO Rating(user_id,query,answer,weight,task_id) VALUES(?,?,?,?,?) ON CONFLICT(task_id) DO UPDATE SET weight=excluded.weight """, (str(user_id), query, answer, weight, task_id)) return { "message": "success", "status": 0 }, 200 except sqlite3.Error as error: raise error @GnQNA.route("/history/", methods=["GET"]) @require_oauth("profile user") @handle_errors def fetch_user_hist(query): with (require_oauth.acquire("profile user") as the_token, Redis.from_url(current_app.config["REDIS_URI"], decode_responses=True) as redis_conn): return jsonify({ **fetch_query_results(query, the_token.user.id, redis_conn), "prev_queries": get_user_queries("random_user", redis_conn) }) @GnQNA.route("/historys/", methods=["GET"]) @handle_errors def fetch_users_hist_records(query): """method to fetch all users hist:note this is a test functionality to be replaced by fetch_user_hist""" with Redis.from_url(current_app.config["REDIS_URI"], decode_responses=True) as redis_conn: return jsonify({ **fetch_query_results(query, "random_user", redis_conn), "prev_queries": get_user_queries("random_user", redis_conn) }) @GnQNA.route("/get_hist_names", methods=["GET"]) @handle_errors def fetch_prev_hist_ids(): with (Redis.from_url(current_app.config["REDIS_URI"], decode_responses=True)) as redis_conn: return jsonify({"prev_queries": get_user_queries("random_user", redis_conn)})