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#!/usr/bin/python
# -*- coding: utf-8 -*-
# @version : 1.0
# @Create Time : 2022/2/24 10:21
# @File : crud.py
# @IDE : PyCharm
# @desc : 增删改查
from typing import Any
from redis.asyncio import Redis
from fastapi import UploadFile
from sqlalchemy.exc import StatementError
from sqlalchemy.orm import joinedload, aliased
from sqlalchemy.orm.strategy_options import _AbstractLoad, contains_eager
from core.exception import CustomException
from fastapi.encoders import jsonable_encoder
from sqlalchemy import select, false, and_
from core.crud import DalBase
from sqlalchemy.ext.asyncio import AsyncSession
from core.validator import vali_telephone
from utils.huawei_obs import ObsClient
from utils.excel.import_manage import ImportManage, FieldType
from utils.excel.write_xlsx import WriteXlsx
from utils.send_email import EmailSender
from utils.sms.reset_passwd import ResetPasswordSMS
from .params import UserParams
from utils.tools import test_password
from . import models, schemas
from application import settings
from utils.excel.excel_manage import ExcelManage
from apps.vadmin.system import crud as vadmin_system_crud
from apps.vadmin.help import models as vadmin_help_models
import copy
from utils import status
from utils.wx.oauth import WXOAuth
from datetime import datetime
class UserDal(DalBase):
import_headers = [
{"label": "姓名", "field": "name", "required": True},
{"label": "昵称", "field": "nickname", "required": False},
{"label": "手机号", "field": "telephone", "required": True, "rules": [vali_telephone]},
{"label": "性别", "field": "gender", "required": False},
{"label": "关联角色", "field": "role_ids", "required": True, "type": FieldType.list},
]
def __init__(self, db: AsyncSession):
super(UserDal, self).__init__()
self.db = db
self.model = models.VadminUser
self.schema = schemas.UserSimpleOut
async def recursion_get_dept_ids(
self,
user: models.VadminUser,
depts: list[models.VadminDept] = None,
dept_ids: list[int] = None
) -> list:
"""
递归获取所有关联部门 id
:param user:
:param depts: 所有部门实例
:param dept_ids: 父级部门 id 列表
:return:
"""
if not depts:
depts = await DeptDal(self.db).get_datas(limit=0, v_return_objs=True)
result = []
for i in user.depts:
result.append(i.id)
result.extend(await self.recursion_get_dept_ids(user, depts, result))
return list(set(result))
elif dept_ids:
result = [i.id for i in filter(lambda item: item.parent_id in dept_ids, depts)]
result.extend(await self.recursion_get_dept_ids(user, depts, result))
return result
else:
return []
async def update_login_info(self, user: models.VadminUser, last_ip: str) -> None:
"""
更新当前登录信息
:param user: 用户对象
:param last_ip: 最近一次登录 IP
:return:
"""
user.last_ip = last_ip
user.last_login = datetime.now()
await self.db.flush()
async def create_data(
self,
data: schemas.UserIn,
v_options: list[_AbstractLoad] = None,
v_return_obj: bool = False,
v_schema: Any = None
) -> Any:
"""
创建用户
:param data:
:param v_options:
:param v_return_obj:
:param v_schema:
:return:
"""
unique = await self.get_data(telephone=data.telephone, v_return_none=True)
if unique:
raise CustomException("手机号已存在!", code=status.HTTP_ERROR)
password = data.telephone[5:12] if settings.DEFAULT_PASSWORD == "0" else settings.DEFAULT_PASSWORD
data.password = self.model.get_password_hash(password)
data.avatar = data.avatar if data.avatar else settings.DEFAULT_AVATAR
obj = self.model(**data.model_dump(exclude={'role_ids', "dept_ids"}))
if data.role_ids:
roles = await RoleDal(self.db).get_datas(limit=0, id=("in", data.role_ids), v_return_objs=True)
for role in roles:
obj.roles.add(role)
if data.dept_ids:
depts = await DeptDal(self.db).get_datas(limit=0, id=("in", data.dept_ids), v_return_objs=True)
for dept in depts:
obj.depts.add(dept)
await self.flush(obj)
return await self.out_dict(obj, v_options, v_return_obj, v_schema)
async def put_data(
self,
data_id: int,
data: schemas.UserUpdate,
v_options: list[_AbstractLoad] = None,
v_return_obj: bool = False,
v_schema: Any = None
) -> Any:
"""
更新用户信息
:param data_id:
:param data:
:param v_options:
:param v_return_obj:
:param v_schema:
:return:
"""
obj = await self.get_data(data_id, v_options=[joinedload(self.model.roles), joinedload(self.model.depts)])
data_dict = jsonable_encoder(data)
for key, value in data_dict.items():
if key == "role_ids":
if value:
roles = await RoleDal(self.db).get_datas(limit=0, id=("in", value), v_return_objs=True)
if obj.roles:
obj.roles.clear()
for role in roles:
obj.roles.add(role)
continue
elif key == "dept_ids":
if value:
depts = await DeptDal(self.db).get_datas(limit=0, id=("in", value), v_return_objs=True)
if obj.depts:
obj.depts.clear()
for dept in depts:
obj.depts.add(dept)
continue
setattr(obj, key, value)
await self.flush(obj)
return await self.out_dict(obj, None, v_return_obj, v_schema)
async def reset_current_password(self, user: models.VadminUser, data: schemas.ResetPwd) -> None:
"""
重置密码
:param user:
:param data:
:return:
"""
if data.password != data.password_two:
raise CustomException(msg="两次密码不一致", code=400)
result = test_password(data.password)
if isinstance(result, str):
raise CustomException(msg=result, code=400)
user.password = self.model.get_password_hash(data.password)
user.is_reset_password = True
await self.flush(user)
async def update_current_info(self, user: models.VadminUser, data: schemas.UserUpdateBaseInfo) -> Any:
"""
更新当前用户基本信息
:param user:
:param data:
:return:
"""
if data.telephone != user.telephone:
unique = await self.get_data(telephone=data.telephone, v_return_none=True)
if unique:
raise CustomException("手机号已存在!", code=status.HTTP_ERROR)
else:
user.telephone = data.telephone
user.name = data.name
user.nickname = data.nickname
user.gender = data.gender
await self.flush(user)
return await self.out_dict(user)
async def export_query_list(self, header: list, params: UserParams) -> dict:
"""
导出用户查询列表为 excel
:param header:
:param params:
:return:
"""
datas = await self.get_datas(
**params.dict(),
v_return_objs=True,
v_options=[joinedload(self.model.depts), joinedload(self.model.roles)]
)
# 获取表头
row = list(map(lambda i: i.get("label"), header))
rows = []
options = await self.get_export_headers_options()
for user in datas:
data = []
for item in header:
field = item.get("field")
# 通过反射获取对应的属性值
value = getattr(user, field, "")
if field == "is_active":
value = "可用" if value else "停用"
elif field == "is_staff":
value = "" if value else ""
elif field == "gender":
result = list(filter(lambda i: i["value"] == value, options["gender_options"]))
value = result[0]["label"] if result else ""
elif field == "roles":
value = ",".join([i.name for i in value])
elif field == "depts":
value = ",".join([i.name for i in value])
data.append(value)
rows.append(data)
em = ExcelManage()
em.create_excel("用户列表")
em.write_list(rows, row)
remote_file_url = em.save_excel().get("remote_path")
em.close()
return {"url": remote_file_url, "filename": "用户列表.xlsx"}
async def get_export_headers_options(self, include: list[str] = None) -> dict[str, list]:
"""
获取导出所需选择项
:param include: 包括的选择项
:return:
"""
options = {}
# 性别选择项
if include is None or 'gender' in include:
gender_objs = await vadmin_system_crud.DictTypeDal(self.db).get_dicts_details(["sys_vadmin_gender"])
sys_vadmin_gender = gender_objs.get("sys_vadmin_gender", [])
gender_options = [{"label": i["label"], "value": i["value"]} for i in sys_vadmin_gender]
options["gender_options"] = gender_options
return options
async def get_import_headers_options(self) -> None:
"""
补全表头数据选项
:return:
"""
# 角色选择项
role_options = await RoleDal(self.db).get_datas(limit=0, v_return_objs=True, disabled=False, is_admin=False)
role_item = self.import_headers[4]
assert isinstance(role_item, dict)
role_item["options"] = [{"label": role.name, "value": role.id} for role in role_options]
# 性别选择项
gender_options = await vadmin_system_crud.DictTypeDal(self.db).get_dicts_details(["sys_vadmin_gender"])
gender_item = self.import_headers[3]
assert isinstance(gender_item, dict)
sys_vadmin_gender = gender_options.get("sys_vadmin_gender")
gender_item["options"] = [{"label": item["label"], "value": item["value"]} for item in sys_vadmin_gender]
async def download_import_template(self) -> dict:
"""
下载用户最新版导入模板
:return:
"""
await self.get_import_headers_options()
em = WriteXlsx()
em.create_excel(sheet_name="用户导入模板", save_static=True)
em.generate_template(copy.deepcopy(self.import_headers))
em.close()
return {"url": em.get_file_url(), "filename": "用户导入模板.xlsx"}
async def import_users(self, file: UploadFile) -> dict:
"""
批量导入用户数据
:param file:
:return:
"""
await self.get_import_headers_options()
im = ImportManage(file, copy.deepcopy(self.import_headers))
await im.get_table_data()
im.check_table_data()
for item in im.success:
old_data_list = item.pop("old_data_list")
data = schemas.UserIn(**item)
try:
await self.create_data(data)
except ValueError as e:
old_data_list.append(e.__str__())
im.add_error_data(old_data_list)
except Exception:
old_data_list.append("创建失败,请联系管理员!")
im.add_error_data(old_data_list)
return {
"success_number": im.success_number,
"error_number": im.error_number,
"error_url": im.generate_error_url()
}
async def init_password(self, ids: list[int]) -> list:
"""
初始化所选用户密码
将用户密码改为系统默认密码并将初始化密码状态改为false
:param ids:
:return:
"""
users = await self.get_datas(limit=0, id=("in", ids), v_return_objs=True)
result = []
for user in users:
# 重置密码
data = {"id": user.id, "telephone": user.telephone, "name": user.name, "email": user.email}
password = user.telephone[5:12] if settings.DEFAULT_PASSWORD == "0" else settings.DEFAULT_PASSWORD
user.password = self.model.get_password_hash(password)
user.is_reset_password = False
self.db.add(user)
data["reset_password_status"] = True
data["password"] = password
result.append(data)
await self.db.flush()
return result
async def init_password_send_sms(self, ids: list[int], rd: Redis) -> list:
"""
初始化所选用户密码并发送通知短信
将用户密码改为系统默认密码并将初始化密码状态改为false
:param ids:
:param rd:
:return:
"""
result = await self.init_password(ids)
for user in result:
if not user["reset_password_status"]:
user["send_sms_status"] = False
user["send_sms_msg"] = "重置密码失败"
continue
password = user.pop("password")
sms = ResetPasswordSMS([user.get("telephone")], rd)
try:
send_result = (await sms.main_async(password=password))[0]
user["send_sms_status"] = send_result
user["send_sms_msg"] = "" if send_result else "短信发送失败,请联系管理员"
except CustomException as e:
user["send_sms_status"] = False
user["send_sms_msg"] = e.msg
return result
async def init_password_send_email(self, ids: list[int], rd: Redis) -> list:
"""
初始化所选用户密码并发送通知邮件
将用户密码改为系统默认密码并将初始化密码状态改为false
:param ids:
:param rd:
:return:
"""
result = await self.init_password(ids)
for user in result:
if not user["reset_password_status"]:
user["send_sms_status"] = False
user["send_sms_msg"] = "重置密码失败"
continue
password: str = user.pop("password")
email: str = user.get("email", None)
if email:
subject = "密码已重置"
body = f"您好,您的密码已经重置为{password},请及时登录并修改密码。"
es = EmailSender(rd)
try:
send_result = await es.send_email([email], subject, body)
user["send_sms_status"] = send_result
user["send_sms_msg"] = "" if send_result else "短信发送失败,请联系管理员"
except CustomException as e:
user["send_sms_status"] = False
user["send_sms_msg"] = e.msg
else:
user["send_sms_status"] = False
user["send_sms_msg"] = "未获取到邮箱地址"
return result
async def update_current_avatar(self, user: models.VadminUser, file: UploadFile) -> str:
"""
更新当前用户头像
:param user:
:param file:
:return:
"""
success, key, url = await ObsClient().put_object("avatar"+"/"+user.name+file.filename, file)
user.avatar = url
await self.flush(user)
return url
async def update_wx_server_openid(self, code: str, user: models.VadminUser, redis: Redis) -> bool:
"""
更新用户服务端微信平台openid
:param code:
:param user:
:param redis:
:return:
"""
wx = WXOAuth(redis, 0)
openid = await wx.parsing_openid(code)
if not openid:
return False
user.is_wx_server_openid = True
user.wx_server_openid = openid
await self.flush(user)
return True
async def delete_datas(self, ids: list[int], v_soft: bool = False, **kwargs) -> None:
"""
删除多个用户,软删除
删除后清空所关联的角色
:param ids: 数据集
:param v_soft: 是否执行软删除
:param kwargs: 其他更新字段
"""
options = [joinedload(self.model.roles)]
objs = await self.get_datas(limit=0, id=("in", ids), v_options=options, v_return_objs=True)
for obj in objs:
if obj.roles:
obj.roles.clear()
return await super(UserDal, self).delete_datas(ids, v_soft, **kwargs)
class RoleDal(DalBase):
def __init__(self, db: AsyncSession):
super(RoleDal, self).__init__()
self.db = db
self.model = models.VadminRole
self.schema = schemas.RoleSimpleOut
async def create_data(
self,
data: schemas.RoleIn,
v_options: list[_AbstractLoad] = None,
v_return_obj: bool = False,
v_schema: Any = None
) -> Any:
"""
创建数据
:param data:
:param v_options:
:param v_return_obj:
:param v_schema:
:return:
"""
obj = self.model(**data.model_dump(exclude={'menu_ids', 'dept_ids'}))
if data.menu_ids:
menus = await MenuDal(db=self.db).get_datas(limit=0, id=("in", data.menu_ids), v_return_objs=True)
for menu in menus:
obj.menus.add(menu)
if data.dept_ids:
depts = await DeptDal(db=self.db).get_datas(limit=0, id=("in", data.dept_ids), v_return_objs=True)
for dept in depts:
obj.depts.add(dept)
await self.flush(obj)
return await self.out_dict(obj, v_options, v_return_obj, v_schema)
async def put_data(
self,
data_id: int,
data: schemas.RoleIn,
v_options: list[_AbstractLoad] = None,
v_return_obj: bool = False,
v_schema: Any = None
) -> Any:
"""
更新单个数据
:param data_id:
:param data:
:param v_options:
:param v_return_obj:
:param v_schema:
:return:
"""
obj = await self.get_data(data_id, v_options=[joinedload(self.model.menus), joinedload(self.model.depts)])
obj_dict = jsonable_encoder(data)
for key, value in obj_dict.items():
if key == "menu_ids":
if value:
menus = await MenuDal(db=self.db).get_datas(limit=0, id=("in", value), v_return_objs=True)
if obj.menus:
obj.menus.clear()
for menu in menus:
obj.menus.add(menu)
continue
elif key == "dept_ids":
if value:
depts = await DeptDal(db=self.db).get_datas(limit=0, id=("in", value), v_return_objs=True)
if obj.depts:
obj.depts.clear()
for dept in depts:
obj.depts.add(dept)
continue
setattr(obj, key, value)
await self.flush(obj)
return await self.out_dict(obj, None, v_return_obj, v_schema)
async def get_role_menu_tree(self, role_id: int) -> list:
role = await self.get_data(role_id, v_options=[joinedload(self.model.menus)])
return [i.id for i in role.menus]
async def get_select_datas(self) -> list:
"""
获取选择数据,全部数据
:return:
"""
sql = select(self.model)
queryset = await self.db.scalars(sql)
return [schemas.RoleOptionsOut.model_validate(i).model_dump() for i in queryset.all()]
async def delete_datas(self, ids: list[int], v_soft: bool = False, **kwargs) -> None:
"""
删除多个角色,硬删除
如果存在用户关联则无法删除
:param ids: 数据集
:param v_soft: 是否执行软删除
:param kwargs: 其他更新字段
"""
user_count = await UserDal(self.db).get_count(v_join=[["roles"]], v_where=[models.VadminRole.id.in_(ids)])
if user_count > 0:
raise CustomException("无法删除存在用户关联的角色", code=400)
return await super(RoleDal, self).delete_datas(ids, v_soft, **kwargs)
class MenuDal(DalBase):
def __init__(self, db: AsyncSession):
super(MenuDal, self).__init__()
self.db = db
self.model = models.VadminMenu
self.schema = schemas.MenuSimpleOut
async def get_tree_list(self, mode: int) -> list:
"""
1获取菜单树列表
2获取菜单树选择项添加/修改菜单时使用
3获取菜单树列表角色添加菜单权限时使用
:param mode:
:return:
"""
if mode == 3:
sql = select(self.model).where(self.model.disabled == 0, self.model.is_delete == false())
else:
sql = select(self.model).where(self.model.is_delete == false())
queryset = await self.db.scalars(sql)
datas = list(queryset.all())
roots = filter(lambda i: not i.parent_id, datas)
if mode == 1:
menus = self.generate_tree_list(datas, roots)
elif mode == 2 or mode == 3:
menus = self.generate_tree_options(datas, roots)
else:
raise CustomException("获取菜单失败,无可用选项", code=400)
return self.menus_order(menus)
async def get_routers(self, user: models.VadminUser) -> list:
"""
获取路由表
declare interface AppCustomRouteRecordRaw extends Omit<RouteRecordRaw, 'meta'> {
name: string
meta: RouteMeta
component: string
path: string
redirect: string
children?: AppCustomRouteRecordRaw[]
}
:param user:
:return:
"""
if any([i.is_admin for i in user.roles]):
sql = select(self.model) \
.where(self.model.disabled == 0, self.model.menu_type != "2", self.model.is_delete == false())
queryset = await self.db.scalars(sql)
datas = list(queryset.all())
else:
options = [joinedload(models.VadminUser.roles).subqueryload(models.VadminRole.menus)]
user = await UserDal(self.db).get_data(user.id, v_options=options)
datas = set()
for role in user.roles:
for menu in role.menus:
# 该路由没有被禁用,并且菜单不是按钮
if not menu.disabled and menu.menu_type != "2":
datas.add(menu)
roots = filter(lambda i: not i.parent_id, datas)
menus = self.generate_router_tree(datas, roots)
return self.menus_order(menus)
def generate_router_tree(self, menus: list[models.VadminMenu], nodes: filter, name: str = "") -> list:
"""
生成路由树
:param menus: 总菜单列表
:param nodes: 节点菜单列表
:param name: name拼接切记Name不能重复
:return:
"""
data = []
for root in nodes:
router = schemas.RouterOut.model_validate(root)
router.name = name + "".join(name.capitalize() for name in router.path.split("/"))
router.meta = schemas.Meta(
title=root.title,
icon=root.icon,
hidden=root.hidden,
alwaysShow=root.alwaysShow,
noCache=root.noCache
)
if root.menu_type == "0":
sons = filter(lambda i: i.parent_id == root.id, menus)
router.children = self.generate_router_tree(menus, sons, router.name)
data.append(router.model_dump())
return data
def generate_tree_list(self, menus: list[models.VadminMenu], nodes: filter) -> list:
"""
生成菜单树列表
:param menus: 总菜单列表
:param nodes: 每层节点菜单列表
:return:
"""
data = []
for root in nodes:
router = schemas.MenuTreeListOut.model_validate(root)
if root.menu_type == "0" or root.menu_type == "1":
sons = filter(lambda i: i.parent_id == root.id, menus)
router.children = self.generate_tree_list(menus, sons)
data.append(router.model_dump())
return data
def generate_tree_options(self, menus: list[models.VadminMenu], nodes: filter) -> list:
"""
生成菜单树选择项
:param menus:总菜单列表
:param nodes:每层节点菜单列表
:return:
"""
data = []
for root in nodes:
router = {"value": root.id, "label": root.title, "order": root.order}
if root.menu_type == "0" or root.menu_type == "1":
sons = filter(lambda i: i.parent_id == root.id, menus)
router["children"] = self.generate_tree_options(menus, sons)
data.append(router)
return data
@classmethod
def menus_order(cls, datas: list, order: str = "order", children: str = "children") -> list:
"""
菜单排序
:param datas:
:param order:
:param children:
:return:
"""
result = sorted(datas, key=lambda menu: menu[order])
for item in result:
if item[children]:
item[children] = sorted(item[children], key=lambda menu: menu[order])
return result
async def delete_datas(self, ids: list[int], v_soft: bool = False, **kwargs) -> None:
"""
删除多个菜单
如果存在角色关联则无法删除
:param ids: 数据集
:param v_soft: 是否执行软删除
:param kwargs: 其他更新字段
:return:
"""
count = await RoleDal(self.db).get_count(v_join=[["menus"]], v_where=[self.model.id.in_(ids)])
if count > 0:
raise CustomException("无法删除存在角色关联的菜单", code=400)
await super(MenuDal, self).delete_datas(ids, v_soft, **kwargs)
class DeptDal(DalBase):
def __init__(self, db: AsyncSession):
super(DeptDal, self).__init__()
self.db = db
self.model = models.VadminDept
self.schema = schemas.DeptSimpleOut
async def get_tree_list(self, mode: int) -> list:
"""
1获取部门树列表
2获取部门树选择项添加/修改部门时使用
3获取部门树列表用户添加部门权限时使用
:param mode:
:return:
"""
if mode == 3:
sql = select(self.model).where(self.model.disabled == 0, self.model.is_delete == false())
else:
sql = select(self.model).where(self.model.is_delete == false())
queryset = await self.db.scalars(sql)
datas = list(queryset.all())
roots = filter(lambda i: not i.parent_id, datas)
if mode == 1:
menus = self.generate_tree_list(datas, roots)
elif mode == 2 or mode == 3:
menus = self.generate_tree_options(datas, roots)
else:
raise CustomException("获取部门失败,无可用选项", code=400)
return self.dept_order(menus)
def generate_tree_list(self, depts: list[models.VadminDept], nodes: filter) -> list:
"""
生成部门树列表
:param depts: 总部门列表
:param nodes: 每层节点部门列表
:return:
"""
data = []
for root in nodes:
router = schemas.DeptTreeListOut.model_validate(root)
sons = filter(lambda i: i.parent_id == root.id, depts)
router.children = self.generate_tree_list(depts, sons)
data.append(router.model_dump())
return data
def generate_tree_options(self, depts: list[models.VadminDept], nodes: filter) -> list:
"""
生成部门树选择项
:param depts: 总部门列表
:param nodes: 每层节点部门列表
:return:
"""
data = []
for root in nodes:
router = {"value": root.id, "label": root.name, "order": root.order}
sons = filter(lambda i: i.parent_id == root.id, depts)
router["children"] = self.generate_tree_options(depts, sons)
data.append(router)
return data
@classmethod
def dept_order(cls, datas: list, order: str = "order", children: str = "children") -> list:
"""
部门排序
:param datas:
:param order:
:param children:
:return:
"""
result = sorted(datas, key=lambda dept: dept[order])
for item in result:
if item[children]:
item[children] = sorted(item[children], key=lambda dept: dept[order])
return result
class TestDal(DalBase):
def __init__(self, db: AsyncSession):
super(TestDal, self).__init__()
self.db = db
self.model = models.VadminUser
async def test_session_cache(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
:return:
"""
print("==================================会话缓存====================================")
await self.test_session_cache1()
print("=============查询出单个对象结果后,即使没有通过.访问属性,同样会产生缓存=============")
await self.test_session_cache2()
print("=============================数据列表会话缓存==================================")
await self.test_session_cache3()
print("=============================expire 单个对象过期==============================")
await self.test_session_cache4()
print("=========expire 单个对象过期后,重新访问之前对象的属性也会重新查询数据库,但是不会重新加载关系==========")
await self.test_session_cache5()
async def test_session_cache1(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
示例:会话缓存
:return:
"""
# 第一次查询,并加载用户的所有关联部门项
sql1 = select(models.VadminUser).where(models.VadminUser.id == 1).options(joinedload(models.VadminUser.depts))
queryset1 = await self.db.scalars(sql1)
user1 = queryset1.unique().first()
print(f"用户编号:{user1.id} 用户姓名:{user1.name} 关联部门 {[i.name for i in user1.depts]}")
# 第二次即使没有加载用户关联的部门,同样可以访问,因为这里会默认从会话缓存中获取
sql2 = select(models.VadminUser).where(models.VadminUser.id == 1)
queryset2 = await self.db.scalars(sql2)
user2 = queryset2.first()
print(f"用户编号:{user2.id} 用户姓名:{user2.name} 关联部门 {[i.name for i in user2.depts]}")
async def test_session_cache2(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
示例:查询出单个对象结果后,即使没有通过.访问属性,同样会产生缓存
:return:
"""
# 第一次查询,并加载用户的所有关联部门项,但是不访问用户的属性
sql1 = select(models.VadminUser).where(models.VadminUser.id == 1).options(joinedload(models.VadminUser.depts))
queryset1 = await self.db.scalars(sql1)
user1 = queryset1.unique().first()
print(f"没有访问属性,也会产生缓存")
# 第二次即使没有加载用户关联的部门,同样可以访问,因为这里会默认从会话缓存中获取
sql2 = select(models.VadminUser).where(models.VadminUser.id == 1)
queryset2 = await self.db.scalars(sql2)
user2 = queryset2.first()
print(f"用户编号:{user2.id} 用户姓名:{user2.name} 关联部门 {[i.name for i in user2.depts]}")
async def test_session_cache3(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
示例:数据列表会话缓存
:return:
"""
# 第一次查询出所有用户,并加载用户的所有关联部门项
sql1 = select(models.VadminUser).options(joinedload(models.VadminUser.depts))
queryset1 = await self.db.scalars(sql1)
datas1 = queryset1.unique().all()
for data in datas1:
print(f"用户编号:{data.id} 用户姓名:{data.name} 关联部门 {[i.name for i in data.depts]}")
# 第二次即使没有加载用户关联的部门,同样可以访问,因为这里会默认从会话缓存中获取
sql2 = select(models.VadminUser)
queryset2 = await self.db.scalars(sql2)
datas2 = queryset2.all()
for data in datas2:
print(f"用户编号:{data.id} 用户姓名:{data.name} 关联部门 {[i.name for i in data.depts]}")
async def test_session_cache4(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
示例expire 单个对象过期
:return:
"""
# 第一次查询,并加载用户的所有关联部门项
sql1 = select(models.VadminUser).where(models.VadminUser.id == 1).options(joinedload(models.VadminUser.depts))
queryset1 = await self.db.scalars(sql1)
user1 = queryset1.unique().first()
print(f"用户编号:{user1.id} 用户姓名:{user1.name} 关联部门 {[i.name for i in user1.depts]}")
# 使当前会话Session中的 user1 对象过期,再次访问就会重新查询数据库数据
self.db.expire(user1)
# 第二次查询会发现会话中没有该对象的缓存,会重新在数据库中查询
sql2 = select(models.VadminUser).where(models.VadminUser.id == 1)
queryset2 = await self.db.scalars(sql2)
user2 = queryset2.first()
try:
print(f"用户编号:{user2.id} 用户姓名:{user2.name} 关联部门 {[i.name for i in user2.depts]}")
except StatementError:
print("访问部门报错了!!!!!")
async def test_session_cache5(self):
"""
SQLAlchemy 会话Session缓存机制
当你通过一个会话查询数据库时SQLAlchemy 首先检查这个对象是否已经在会话缓存中。如果是,它会直接从缓存中返回对象,而不是从数据库重新加载。
在一个会话中,对于具有相同主键的实体,会话缓存确保只有一个唯一的对象实例。这有助于维护数据的一致性。
会话Session缓存https://blog.csdn.net/k_genius/article/details/135491059
示例expire 单个对象过期后,重新访问之前对象的属性也会重新查询数据库,但是不会重新加载关系
:return:
"""
# 第一次查询,并加载用户的所有关联部门项
sql = select(models.VadminUser).where(models.VadminUser.id == 1).options(joinedload(models.VadminUser.depts))
queryset = await self.db.scalars(sql)
user = queryset.unique().first()
print(f"用户编号:{user.id} 用户姓名:{user.name} 关联部门 {[i.name for i in user.depts]}")
# 使当前会话Session中的 user9 对象过期,再次访问就会重新查询数据库数据
self.db.expire(user)
# 第二次查询会发现会话中没有该对象的缓存,会重新在数据库中查询,但是不会重新加载关系
try:
print(f"用户编号:{user.id} 用户姓名:{user.name} 关联部门 {[i.name for i in user.depts]}")
except StatementError:
print("访问部门报错了!!!!!")
async def test_join_form(self):
"""
join_form 使用示例:通过关联表的查询条件反查询出主表的数据
官方描述:在当前 Select 的左侧不符合我们想要从中进行连接的情况下,可以使用 Select.join_from() 方法
官方文档https://docs.sqlalchemy.org/en/20/orm/queryguide/select.html#setting-the-leftmost-from-clause-in-a-join
查询条件:获取指定用户所关联的所有部门列表数据,只返回关联的部门列表数据
:return:
"""
# 设定用户编号为1
user_id = 1
sql = select(models.VadminDept).where(models.VadminDept.is_delete == false())
sql = sql.join_from(models.VadminUser, models.VadminUser.depts).where(models.VadminUser.id == user_id)
queryset = await self.db.scalars(sql)
result = queryset.unique().all()
for dept in result:
print(f"部门编号:{dept.id} 部门名称:{dept.name} 部门负责人:{dept.owner}")
# 转换后的 SQL
# SELECT
# vadmin_auth_dept.NAME,
# vadmin_auth_dept.dept_key,
# vadmin_auth_dept.disabled,
# vadmin_auth_dept.order,
# vadmin_auth_dept.desc,
# vadmin_auth_dept.OWNER,
# vadmin_auth_dept.phone,
# vadmin_auth_dept.email,
# vadmin_auth_dept.parent_id,
# vadmin_auth_dept.id,
# vadmin_auth_dept.create_datetime,
# vadmin_auth_dept.update_datetime,
# vadmin_auth_dept.delete_datetime,
# vadmin_auth_dept.is_delete
# FROM
# vadmin_auth_user
# JOIN vadmin_auth_user_depts ON vadmin_auth_user.id = vadmin_auth_user_depts.user_id
# JOIN vadmin_auth_dept ON vadmin_auth_dept.id = vadmin_auth_user_depts.dept_id
# WHERE
# vadmin_auth_dept.is_delete = FALSE
# AND vadmin_auth_user.id = 1
async def test_left_join(self):
"""
多对多左连接查询示例:
查询出所有用户信息,并加载用户关联所有部门,左连接条件:只需要查询出该用户关联的部门负责人为"张伟"的部门即可,其他部门不需要显示,
:return:
"""
# 封装查询语句
dept_alias = aliased(models.VadminDept)
v_options = [contains_eager(self.model.depts, alias=dept_alias)]
v_outer_join = [
[models.vadmin_auth_user_depts, self.model.id == models.vadmin_auth_user_depts.c.user_id],
[dept_alias, and_(dept_alias.id == models.vadmin_auth_user_depts.c.dept_id, dept_alias.owner == "张伟")]
]
datas: list[models.VadminUser] = await self.get_datas(
limit=0,
v_outer_join=v_outer_join,
v_options=v_options,
v_return_objs=True,
v_expire_all=True
)
for data in datas:
print(f"用户编号:{data.id} 用户名称:{data.name} 共查询出关联的部门负责人为‘张伟’的部门有如下:")
for dept in data.depts:
print(f" 部门编号:{dept.id} 部门名称:{dept.name} 部门负责人:{dept.owner}")
# 原查询语句:
# DeptAlias = aliased(models.VadminDept)
# sql = select(self.model).where(self.model.is_delete == false())
# sql = sql.options(contains_eager(self.model.depts, alias=DeptAlias))
# sql = sql.outerjoin(models.vadmin_auth_user_depts, self.model.id == models.vadmin_auth_user_depts.c.user_id)
# sql = sql.outerjoin(
# DeptAlias,
# and_(DeptAlias.id == models.vadmin_auth_user_depts.c.dept_id, DeptAlias.owner == "张伟")
# )
# self.db.expire_all()
# queryset = await self.db.scalars(sql)
# result = queryset.unique().all()
# for data in result:
# print(f"用户编号:{data.id} 用户名称:{data.name} 共查询出关联的部门负责人为‘张伟’的部门有如下:")
# for dept in data.depts:
# print(f" 部门编号:{dept.id} 部门名称:{dept.name} 部门负责人:{dept.owner}")
async def get_user_depts(self):
"""
获取用户部门列表
:return:
"""
sql1 = select(models.VadminUser).options(joinedload(models.VadminUser.depts))
queryset1 = await self.db.scalars(sql1)
datas1 = queryset1.unique().all()
for data in datas1:
print(f"用户编号:{data.id} 用户姓名:{data.name} 关联部门 {[i.name for i in data.depts]}")
async def relationship_where_operations_any(self):
"""
关系运算符操作any 方法使用示例
官方文档: https://docs.sqlalchemy.org/en/20/orm/queryguide/select.html#relationship-where-operators
any 方法用于一对多关系中,允许在 any 方法中指定一个条件,该条件会生成一个 SQL 表达式,只有满足该条件的元素才会被查询出来。
:return:
"""
print("==============================any 方法使用案例1=========================================")
# 用户表models.VadminUser与 部门表VadminDept为多对多关系
# 查找出只有满足关联了部门名称为 "人事一部" 的所有用户,没有关联的则不会查询出来
sql1 = select(models.VadminUser).where(models.VadminUser.depts.any(models.VadminDept.name == "人事一部"))
queryset1 = await self.db.scalars(sql1)
result1 = queryset1.unique().all()
for data in result1:
print(f"用户编号:{data.id} 用户名称:{data.name}")
print("==============================any 方法使用案例2=========================================")
# 案例1 取反,查找出只有满足没有关联了部门名称为 "人事一部" 的所有用户,关联的则不会查询出来
sql2 = select(models.VadminUser).where(~models.VadminUser.depts.any(models.VadminDept.name == "人事一部"))
queryset2 = await self.db.scalars(sql2)
result2 = queryset2.unique().all()
for data in result2:
print(f"用户编号:{data.id} 用户名称:{data.name}")
print("==============================any 方法使用案例3=========================================")
# 查询出没有关联部门的所有用户
sql3 = select(models.VadminUser).where(~models.VadminUser.depts.any())
queryset3 = await self.db.scalars(sql3)
result3 = queryset3.unique().all()
for data in result3:
print(f"用户编号:{data.id} 用户名称:{data.name}")
async def relationship_where_operations_has(self):
"""
关系运算符操作: has 方法使用示例
官方文档: https://docs.sqlalchemy.org/en/20/orm/queryguide/select.html#relationship-where-operators
has 方法用于多对一关系中,与 any 方法使用方式同理,只有满足条件的元素才会被查询出来。
对多关系中使用 has 方法会报错,报错内容如下:
sqlalchemy.exc.InvalidRequestError: 'has()' not implemented for collections. Use any().
:return:
"""
print("==============================has 方法使用案例1=========================================")
# 用户models.VadminUser与 帮助问题models.VadminIssue为多对一关系
# 查找出只有满足关联了用户名称为 "kinit" 的所有帮助问题,没有关联的则不会查询出来
sql1 = select(vadmin_help_models.VadminIssue).where(
vadmin_help_models.VadminIssue.create_user.has(models.VadminUser.name == "kinit")
)
queryset1 = await self.db.scalars(sql1)
result1 = queryset1.unique().all()
for data in result1:
print(f"问题编号:{data.id} 问题标题:{data.title}")