ragflow/api/apps/user_app.py
KevinHuSh 614defec21
add rerank model (#969)
### What problem does this PR solve?

feat: add rerank models to the project #724 #162

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2024-05-29 16:50:02 +08:00

392 lines
14 KiB
Python
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import json
import re
from datetime import datetime
from flask import request, session, redirect
from werkzeug.security import generate_password_hash, check_password_hash
from flask_login import login_required, current_user, login_user, logout_user
from api.db.db_models import TenantLLM
from api.db.services.llm_service import TenantLLMService, LLMService
from api.utils.api_utils import server_error_response, validate_request
from api.utils import get_uuid, get_format_time, decrypt, download_img, current_timestamp, datetime_format
from api.db import UserTenantRole, LLMType, FileType
from api.settings import RetCode, GITHUB_OAUTH, FEISHU_OAUTH, CHAT_MDL, EMBEDDING_MDL, ASR_MDL, IMAGE2TEXT_MDL, PARSERS, \
API_KEY, \
LLM_FACTORY, LLM_BASE_URL, RERANK_MDL
from api.db.services.user_service import UserService, TenantService, UserTenantService
from api.db.services.file_service import FileService
from api.settings import stat_logger
from api.utils.api_utils import get_json_result, cors_reponse
@manager.route('/login', methods=['POST', 'GET'])
def login():
login_channel = "password"
if not request.json:
return get_json_result(data=False, retcode=RetCode.AUTHENTICATION_ERROR,
retmsg='Unautherized!')
email = request.json.get('email', "")
users = UserService.query(email=email)
if not users:
return get_json_result(
data=False, retcode=RetCode.AUTHENTICATION_ERROR, retmsg=f'This Email is not registered!')
password = request.json.get('password')
try:
password = decrypt(password)
except BaseException:
return get_json_result(
data=False, retcode=RetCode.SERVER_ERROR, retmsg='Fail to crypt password')
user = UserService.query_user(email, password)
if user:
response_data = user.to_json()
user.access_token = get_uuid()
login_user(user)
user.update_time = current_timestamp(),
user.update_date = datetime_format(datetime.now()),
user.save()
msg = "Welcome back!"
return cors_reponse(data=response_data, auth=user.get_id(), retmsg=msg)
else:
return get_json_result(data=False, retcode=RetCode.AUTHENTICATION_ERROR,
retmsg='Email and Password do not match!')
@manager.route('/github_callback', methods=['GET'])
def github_callback():
import requests
res = requests.post(GITHUB_OAUTH.get("url"), data={
"client_id": GITHUB_OAUTH.get("client_id"),
"client_secret": GITHUB_OAUTH.get("secret_key"),
"code": request.args.get('code')
}, headers={"Accept": "application/json"})
res = res.json()
if "error" in res:
return redirect("/?error=%s" % res["error_description"])
if "user:email" not in res["scope"].split(","):
return redirect("/?error=user:email not in scope")
session["access_token"] = res["access_token"]
session["access_token_from"] = "github"
userinfo = user_info_from_github(session["access_token"])
users = UserService.query(email=userinfo["email"])
user_id = get_uuid()
if not users:
try:
try:
avatar = download_img(userinfo["avatar_url"])
except Exception as e:
stat_logger.exception(e)
avatar = ""
users = user_register(user_id, {
"access_token": session["access_token"],
"email": userinfo["email"],
"avatar": avatar,
"nickname": userinfo["login"],
"login_channel": "github",
"last_login_time": get_format_time(),
"is_superuser": False,
})
if not users:
raise Exception('Register user failure.')
if len(users) > 1:
raise Exception('Same E-mail exist!')
user = users[0]
login_user(user)
return redirect("/?auth=%s" % user.get_id())
except Exception as e:
rollback_user_registration(user_id)
stat_logger.exception(e)
return redirect("/?error=%s" % str(e))
user = users[0]
user.access_token = get_uuid()
login_user(user)
user.save()
return redirect("/?auth=%s" % user.get_id())
@manager.route('/feishu_callback', methods=['GET'])
def feishu_callback():
import requests
app_access_token_res = requests.post(FEISHU_OAUTH.get("app_access_token_url"), data=json.dumps({
"app_id": FEISHU_OAUTH.get("app_id"),
"app_secret": FEISHU_OAUTH.get("app_secret")
}), headers={"Content-Type": "application/json; charset=utf-8"})
app_access_token_res = app_access_token_res.json()
if app_access_token_res['code'] != 0:
return redirect("/?error=%s" % app_access_token_res)
res = requests.post(FEISHU_OAUTH.get("user_access_token_url"), data=json.dumps({
"grant_type": FEISHU_OAUTH.get("grant_type"),
"code": request.args.get('code')
}), headers={"Content-Type": "application/json; charset=utf-8",
'Authorization': f"Bearer {app_access_token_res['app_access_token']}"})
res = res.json()
if res['code'] != 0:
return redirect("/?error=%s" % res["message"])
if "contact:user.email:readonly" not in res["data"]["scope"].split(" "):
return redirect("/?error=contact:user.email:readonly not in scope")
session["access_token"] = res["data"]["access_token"]
session["access_token_from"] = "feishu"
userinfo = user_info_from_feishu(session["access_token"])
users = UserService.query(email=userinfo["email"])
user_id = get_uuid()
if not users:
try:
try:
avatar = download_img(userinfo["avatar_url"])
except Exception as e:
stat_logger.exception(e)
avatar = ""
users = user_register(user_id, {
"access_token": session["access_token"],
"email": userinfo["email"],
"avatar": avatar,
"nickname": userinfo["en_name"],
"login_channel": "feishu",
"last_login_time": get_format_time(),
"is_superuser": False,
})
if not users:
raise Exception('Register user failure.')
if len(users) > 1:
raise Exception('Same E-mail exist!')
user = users[0]
login_user(user)
return redirect("/?auth=%s" % user.get_id())
except Exception as e:
rollback_user_registration(user_id)
stat_logger.exception(e)
return redirect("/?error=%s" % str(e))
user = users[0]
user.access_token = get_uuid()
login_user(user)
user.save()
return redirect("/?auth=%s" % user.get_id())
def user_info_from_feishu(access_token):
import requests
headers = {"Content-Type": "application/json; charset=utf-8",
'Authorization': f"Bearer {access_token}"}
res = requests.get(
f"https://open.feishu.cn/open-apis/authen/v1/user_info",
headers=headers)
user_info = res.json()["data"]
user_info["email"] = None if user_info.get("email") == "" else user_info["email"]
return user_info
def user_info_from_github(access_token):
import requests
headers = {"Accept": "application/json",
'Authorization': f"token {access_token}"}
res = requests.get(
f"https://api.github.com/user?access_token={access_token}",
headers=headers)
user_info = res.json()
email_info = requests.get(
f"https://api.github.com/user/emails?access_token={access_token}",
headers=headers).json()
user_info["email"] = next(
(email for email in email_info if email['primary'] == True),
None)["email"]
return user_info
@manager.route("/logout", methods=['GET'])
@login_required
def log_out():
current_user.access_token = ""
current_user.save()
logout_user()
return get_json_result(data=True)
@manager.route("/setting", methods=["POST"])
@login_required
def setting_user():
update_dict = {}
request_data = request.json
if request_data.get("password"):
new_password = request_data.get("new_password")
if not check_password_hash(
current_user.password, decrypt(request_data["password"])):
return get_json_result(
data=False, retcode=RetCode.AUTHENTICATION_ERROR, retmsg='Password error!')
if new_password:
update_dict["password"] = generate_password_hash(
decrypt(new_password))
for k in request_data.keys():
if k in ["password", "new_password"]:
continue
update_dict[k] = request_data[k]
try:
UserService.update_by_id(current_user.id, update_dict)
return get_json_result(data=True)
except Exception as e:
stat_logger.exception(e)
return get_json_result(
data=False, retmsg='Update failure!', retcode=RetCode.EXCEPTION_ERROR)
@manager.route("/info", methods=["GET"])
@login_required
def user_info():
return get_json_result(data=current_user.to_dict())
def rollback_user_registration(user_id):
try:
UserService.delete_by_id(user_id)
except Exception as e:
pass
try:
TenantService.delete_by_id(user_id)
except Exception as e:
pass
try:
u = UserTenantService.query(tenant_id=user_id)
if u:
UserTenantService.delete_by_id(u[0].id)
except Exception as e:
pass
try:
TenantLLM.delete().where(TenantLLM.tenant_id == user_id).execute()
except Exception as e:
pass
def user_register(user_id, user):
user["id"] = user_id
tenant = {
"id": user_id,
"name": user["nickname"] + "s Kingdom",
"llm_id": CHAT_MDL,
"embd_id": EMBEDDING_MDL,
"asr_id": ASR_MDL,
"parser_ids": PARSERS,
"img2txt_id": IMAGE2TEXT_MDL,
"rerank_id": RERANK_MDL
}
usr_tenant = {
"tenant_id": user_id,
"user_id": user_id,
"invited_by": user_id,
"role": UserTenantRole.OWNER
}
file_id = get_uuid()
file = {
"id": file_id,
"parent_id": file_id,
"tenant_id": user_id,
"created_by": user_id,
"name": "/",
"type": FileType.FOLDER.value,
"size": 0,
"location": "",
}
tenant_llm = []
for llm in LLMService.query(fid=LLM_FACTORY):
tenant_llm.append({"tenant_id": user_id,
"llm_factory": LLM_FACTORY,
"llm_name": llm.llm_name,
"model_type": llm.model_type,
"api_key": API_KEY,
"api_base": LLM_BASE_URL
})
if not UserService.save(**user):
return
TenantService.insert(**tenant)
UserTenantService.insert(**usr_tenant)
TenantLLMService.insert_many(tenant_llm)
FileService.insert(file)
return UserService.query(email=user["email"])
@manager.route("/register", methods=["POST"])
@validate_request("nickname", "email", "password")
def user_add():
req = request.json
if UserService.query(email=req["email"]):
return get_json_result(
data=False, retmsg=f'Email: {req["email"]} has already registered!', retcode=RetCode.OPERATING_ERROR)
if not re.match(r"^[\w\._-]+@([\w_-]+\.)+[\w-]{2,4}$", req["email"]):
return get_json_result(data=False, retmsg=f'Invaliad e-mail: {req["email"]}!',
retcode=RetCode.OPERATING_ERROR)
user_dict = {
"access_token": get_uuid(),
"email": req["email"],
"nickname": req["nickname"],
"password": decrypt(req["password"]),
"login_channel": "password",
"last_login_time": get_format_time(),
"is_superuser": False,
}
user_id = get_uuid()
try:
users = user_register(user_id, user_dict)
if not users:
raise Exception('Register user failure.')
if len(users) > 1:
raise Exception('Same E-mail exist!')
user = users[0]
login_user(user)
return cors_reponse(data=user.to_json(),
auth=user.get_id(), retmsg="Welcome aboard!")
except Exception as e:
rollback_user_registration(user_id)
stat_logger.exception(e)
return get_json_result(
data=False, retmsg='User registration failure!', retcode=RetCode.EXCEPTION_ERROR)
@manager.route("/tenant_info", methods=["GET"])
@login_required
def tenant_info():
try:
tenants = TenantService.get_by_user_id(current_user.id)[0]
return get_json_result(data=tenants)
except Exception as e:
return server_error_response(e)
@manager.route("/set_tenant_info", methods=["POST"])
@login_required
@validate_request("tenant_id", "asr_id", "embd_id", "img2txt_id", "llm_id")
def set_tenant_info():
req = request.json
try:
tid = req["tenant_id"]
del req["tenant_id"]
TenantService.update_by_id(tid, req)
return get_json_result(data=True)
except Exception as e:
return server_error_response(e)