hbyd_ueba/utils/db2json.py

# coding=utf-8
"""
 @Author: fu-zhe
 @FileName: db2json.py
 @DateTime: 2024/5/15 10:19
 @Description: 数据库工具查询之后的数据为 list嵌套  需要转换成 前端方便识别的json数据
"""
import json
import traceback

from dataInterface.functions import CFunction
from dataInterface.db.params import CPgSqlParam
from uebaMetricsAnalysis.utils.ext_logging import logger


class DBType(object):
    LIST = 'list'
    DICT = 'dict'

JOB_TABLE_NAME = "ueba_clean_jobs"
ANALYSIS_TABLE_NAME = "ueba_analysis_log"

class DBUtils(object):
    @classmethod
    def transition(cls, filed, sql, data_type):
        """
        数据转换 将json格式的data转换成前端方便使用的 json
        :param data_type: 转换数据类型 目前有 list dict两种
        :param filed:  list 格式  数据库字段 例如 select id, name from table; filed= ['id','name']
        :param sql:   sql语句  `select * from table`
        :return: [{filed1: value1, filed2: value2,···}, ····] 或 {filed1: value1, filed2: value2,···}
        """
        data = cls.execute(sql=sql)
        if cls.is_list_of_empty_lists(data):
            return eval(data_type)()
        if data_type == DBType.DICT:
            data = data[0]
            if len(filed) != len(data):
                raise Exception("{}与数据库查询结果长度不一致".format(filed))
            res = {cls.snake2camel(filed[i]): data[i] for i in range(len(filed))}
            logger.info("res = {}".format(res))
            return res
        if data_type == DBType.LIST:
            res = []
            if not data:
                return res
            for item in data:
                if len(item) != len(filed):
                    raise Exception("{}与数据库查询结果长度不一致".format(filed))
                res.append({cls.snake2camel(filed[i]): item[i] for i in range(len(filed))})
            return res

    @classmethod
    def snake2camel(cls, snake_filed):
        """
        蛇形命名转换小驼峰命名
        :param snake_filed: 蛇形命名  例如 user_name
        :return: 驼峰命名  user_name --->  userName
        """
        if not snake_filed or not isinstance(snake_filed, str):
            return snake_filed
        parts = snake_filed.split('_')
        # 转换第一个单词为小写，其余单词首字母大写
        camel = parts[0] + ''.join(word.capitalize() for word in parts[1:])
        return camel

    @classmethod
    def execute(cls, sql):
        """
        执行sql语句
        :param sql: sql语句
        :return:
        """
        try:
            sql_list = CPgSqlParam(sql)
            logger.info("execute sql :\n {}\n".format(sql))
            data = CFunction.execute(sql_list)
            logger.info("execute result : {}".format(data))
            return json.loads(data)
        except Exception as e:
            logger.error("execute sql error sql: \n {}\n tracback: {}\n".format(sql, traceback.format_exc()))
            raise Exception("查询失败")

    @classmethod
    def is_list_of_empty_lists(cls, target_list):
        # 更清晰地检查每个子列表是否为空
        return all(not sublist or len(sublist) == 0 for sublist in target_list)

    @classmethod
    def list_snake2camel(cls, snake_list):
        """
        将列表中 字典的snake命名变成camel命名格式
        :param snake_list: list内部都是蛇形命名的dict `[{'user_name':'', 'user_age': ''}]`
        :return:  `[{'user_name':'', 'user_age': ''}]`  ---->  `[{'userName':'', 'userAge':''}]`
        """
        camel_list = []
        for snake_dict in snake_list:
            camel_list.append({cls.snake2camel(snake): value for snake, value in snake_dict.items()})
        return camel_list
    
    @classmethod
    def write_job_status(self,job_id,status,err):
        sql = """update {JOB_TABLE_NAME} set status=%s err=%s
                where job_id=%s """.format(JOB_TABLE_NAME=JOB_TABLE_NAME)
        CFunction.execute(CPgSqlParam(sql, params=(status, err, job_id)))
    @classmethod
    def insert_job_record(self,job_id,start_time,end_time,status):
        sql = """insert into {JOB_TABLE_NAME}(job_id,start_time,end_time,status) values(%s,%s,%s,%s)""".format(JOB_TABLE_NAME=JOB_TABLE_NAME)
        CFunction.execute(CPgSqlParam(sql, params=(job_id,start_time, end_time,status)))