rov-server/db_helper.py

import traceback
import time
import redis
# import psycopg2
import pymysql
# from psycopg2 import pool as pgpool
from config import set_config
from log import Log

config_ = set_config()
log_ = Log()

conn_redis = None
conn_filter_redis = None


class RedisHelper(object):
    def __init__(self, params=None, redis_info=config_.REDIS_INFO):
        """
        初始化redis连接信息
        redis_info: redis连接信息, 格式：dict, {'host': '', 'port': '', 'password': ''}
        """
        self.redis_info = redis_info
        self.host = redis_info['host']
        self.port = redis_info['port']
        self.password = redis_info['password']
        self.params = params

    def connect(self):
        """
        连接redis
        :return: conn
        """
        if self.redis_info == config_.REDIS_INFO_FILTER:
            global conn_filter_redis
            if conn_filter_redis is None:
                pool = redis.ConnectionPool(host=self.host,
                                            port=self.port,
                                            password=self.password,
                                            decode_responses=True)
                conn = redis.Redis(connection_pool=pool)
                conn_filter_redis = conn
            return conn_filter_redis
        else:
            global conn_redis
            if conn_redis is None:
                pool = redis.ConnectionPool(host=self.host,
                                            port=self.port,
                                            password=self.password,
                                            decode_responses=True)
                conn = redis.Redis(connection_pool=pool)
                conn_redis = conn
            return conn_redis

    def key_exists(self, key_name):
        """
        判断key是否存在
        :param key_name: key
        :return: 存在-True, 不存在-False
        """
        # start_time = time.time()
        conn = self.connect()
        res = conn.exists(key_name)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'get_data_from_redis',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return res

    def del_keys(self, key_name):
        """
        删除key
        :param key_name: key
        :return: None
        """
        conn = self.connect()
        conn.delete(key_name)

    def get_data_from_redis(self, key_name):
        """
        读取redis中的数据
        :param key_name: key
        :return: data
        """
        # start_time = time.time()
        conn = self.connect()
        if not conn.exists(key_name):
            # key不存在
            return None
        data = conn.get(key_name)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'get_data_from_redis',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return data

    def set_data_to_redis(self, key_name, value, expire_time=24*3600):
        """
        新增数据
        :param key_name: key
        :param value: 元素的值 videoId
        :param expire_time: 过期时间，单位：s，默认1天
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.set(key_name, value, ex=int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'set_data_to_redis',
        #         'executeTime': (time.time() - start_time) * 1000})

    def add_data_with_zset(self, key_name, data, expire_time=7*24*3600):
        """
        新增数据，有序set
        :param key_name: key
        :param data: 元素的值及对应分数 type-dict  {value: score}
        :param expire_time: 过期时间，单位：s，默认7天，type-int
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.zadd(key_name, data)
        # 设置过期时间
        conn.expire(key_name, int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'add_data_with_zset',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def get_data_zset_with_index(self, key_name, start, end, desc=True, with_scores=False):
        """
        根据索引位置获取元素的值
        :param key_name: key
        :param start: 索引起始点 闭区间，包含start
        :param end: 索引结束点 闭区间，包含end
        :param desc: 分数排序方式，默认从大到小
        :param with_scores: 是否获取元素的分数，默认 False，只获取元素的值
        :return: data 元素值列表（不包含分数）,value(videoId)类型转换为int, 包含分数时不进行类型转换
        """
        # start_time = time.time()
        conn = self.connect()
        if not conn.exists(key_name):
            return None
        data = conn.zrange(key_name, start, end, desc, with_scores)
        if with_scores:
            data = data
        else:
            data = [eval(value) for value in data]

        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'get_data_zset_with_index',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return data

    def get_all_data_from_zset(self, key_name, desc=True, with_scores=False):
        """
        获取zset中所有元素的值
        :param key_name: key
        :param desc: 分数排序方式，默认从大到小
        :param with_scores: 是否获取元素的分数，默认 False，只获取元素的值
        :return: data 元素值列表（不包含分数）,value(videoId)类型转换为int, 包含分数时不进行类型转换
        """
        conn = self.connect()
        if not conn.exists(key_name):
            return None
        data = []
        start = 0
        step = 100
        while True:
            end = start + step - 1
            temp = conn.zrange(key_name, start, end, desc, with_scores)
            if not temp:
                break
            data.extend(temp)
            start += step
        return data

    def get_score_with_value(self, key_name, value):
        """
        在zset中，根据元素的value获取对应的score
        :param key_name: key
        :param value: 元素的值
        :return: score value对应的score
        """
        conn = self.connect()
        if not conn.exists(key_name):
            return None
        return conn.zscore(key_name, value)

    def get_rank_with_value(self, key_name, value, desc=False):
        """
        在zset中，根据元素的value获取对应排名
        :param key_name: key
        :param value: 元素的值
        :param desc: 是否倒序 type-bool 默认：False-按照score从小到大
        :return: rank value对应的rank，从0开始，不存在返回None
        """
        conn = self.connect()
        if not conn.exists(key_name):
            return None
        if desc is True:
            return conn.zrevrank(key_name, value)
        else:
            return conn.zrank(key_name, value)

    def update_score_with_value(self, key_name, value, score, expire_time=24*3600):
        """
        在zset中，修改元素value对应的score
        :param key_name: key
        :param value: 元素的值
        :param score: value对应的score更新值
        :param expire_time: 过期时间，单位：s，默认1天，type-int
        """
        conn = self.connect()
        if conn.exists(key_name):
            conn.zadd(key_name, {value: score})
        else:
            # key不存在时，需设置过期时间
            conn.zadd(key_name, {value: score})
            conn.expire(key_name, int(expire_time))

    def remove_value_from_zset(self, key_name, value):
        """
        删除zset中的指定元素
        :param key_name: key
        :param value: 元素的值
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        res = conn.zrem(key_name, value)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'remove_value_from_zset',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return res

    def get_index_with_data(self, key_name, value):
        """
        根据元素的值获取在有序set中的位置，按照分数倒序（从大到小）
        :param key_name: key
        :param value: 元素的值
        :return: idx 位置索引
        """
        # start_time = time.time()
        conn = self.connect()
        res = conn.zrevrank(key_name, value)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'get_index_with_data',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return res

    def get_data_from_set(self, key_name):
        """
        获取set中的所有数据
        :param key_name: key
        :return: data
        """
        # start_time = time.time()
        conn = self.connect()
        if not conn.exists(key_name):
            # key不存在
            return None
        data = []
        cursor = 0
        while True:
            cur, temp = conn.sscan(key_name, cursor=cursor, count=2000)
            data.extend(temp)
            if cur == 0:
                break
            cursor = cur

        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'get_data_from_set',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return list(set(data))

    def add_data_with_set(self, key_name, values, expire_time=30*60):
        """
        新增数据，set
        :param key_name: key
        :param values: 要添加的元素  类型-tuple
        :param expire_time: 过期时间，单位：s，默认0.5小时 type-int
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.sadd(key_name, *values)
        # 设置过期时间
        conn.expire(key_name, int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'add_data_with_set',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def data_exists_with_set(self, key_name, value):
        """
        判断元素value是否在集合key_name中
        :param key_name: key
        :param value: 需判断的元素
        :return: 存在-True, 不存在-False
        """
        # start_time = time.time()
        conn = self.connect()
        res = conn.sismember(key_name, value)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'data_exists_with_set',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })
        return res

    def get_data_with_count_from_set(self, key_name, count=1):
        """
        从set中随机获取元素，并放回
        :param key_name: key
        :param count: 获取个数, 默认为1
        :return:
        """
        conn = self.connect()
        data = conn.srandmember(name=key_name, number=count)
        return data

    def remove_value_from_set(self, key_name, values):
        """
        删除set中的指定元素
        :param key_name: key
        :param values: 元素的值, 类型-tuple
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.srem(key_name, *values)
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'remove_value_from_set',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def decr_key(self, key_name, amount=1, expire_time=30*60):
        """
        redis自减
        :param key_name: key
        :param amount: 自减数，默认为1，type-int
        :param expire_time: 过期时间，单位：s，默认0.5小时 type-int
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.decr(name=key_name, amount=amount)
        conn.expire(key_name, int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'decr_key',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def incr_key(self, key_name, amount=1, expire_time=30*60):
        """
        redis自增
        :param key_name: key
        :param amount: 自增数，默认为1，type-int
        :param expire_time: 过期时间，单位：s，默认0.5小时 type-int
        :return: None
        """
        # start_time = time.time()
        conn = self.connect()
        conn.incr(name=key_name, amount=amount)
        conn.expire(key_name, int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'incr_key',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def setnx_key(self, key_name, value, expire_time=5*60):
        """
        当key不存在时，将value塞入key中，key存在时不做操作
        :param key_name: key
        :param value: value
        :return: 过期时间，单位：s，默认5分钟 type-int
        """
        # start_time = time.time()
        conn = self.connect()
        conn.setnx(name=key_name, value=value)
        conn.expire(name=key_name, time=int(expire_time))
        # if self.params is not None:
        #     log_.info({
        #         'logTimestamp': int(time.time() * 1000),
        #         'request_id': self.params.request_id,
        #         'operation': 'setnx_key',
        #         'executeTime': (time.time() - start_time) * 1000
        #     })

    def get_batch_key(self, name_list):
        conn = self.connect()
        res = conn.mget(name_list)
        return res

    def mget(self, keys):
        st_time = time.time()
        conn = self.connect()
        data = conn.mget(keys=keys)
        #print(f"mget time: {(time.time() - st_time) * 1000}")
        return data

#hologres_info = config_.HOLOGRES_INFO
#conn = psycopg2.connect(**hologres_info)
#cur = conn.cursor()


# holo连接
# connectPool = pgpool.SimpleConnectionPool(1, 30, **config_.HOLOGRES_INFO)


# class HologresHelper(object):
#     def __init__(self):
#         """初始化hologres连接信息"""
#         #self.hologres_info = config_.HOLOGRES_INFO
#
#     def get_data(self, sql):
#         #global conn
#         # 连接Hologres
#         #conn = psycopg2.connect(**self.hologres_info)
#         conn = connectPool.getconn()
#         # 创建游标
#         cur = conn.cursor()
#         try:
#             # 查询数据
#             cur.execute(sql)
#             data = cur.fetchall()
#             cur.close()
#             connectPool.putconn(conn, close=False)
#             # 提交事务
#             #conn.commit()
#             # 释放资源
#             #cur.close()
#             #conn.close()
#         except Exception as e:
#             log_.error('hologress error...')
#             log_.error(traceback.format_exc())
#             cur.close()
#             connectPool.putconn(conn, close=False)
#             return []
#         return data


class MysqlHelper(object):
    def __init__(self):
        """
        初始化mysql连接信息
        """
        self.mysql_info = config_.MYSQL_INFO

    def get_data(self, sql):
        """
        查询数据
        :param sql: sql语句
        :return: data
        """
        # 连接数据库
        conn = pymysql.connect(**self.mysql_info)
        # 创建游标
        cursor = conn.cursor()
        try:
            # 执行SQL语句
            cursor.execute(sql)
            # 获取查询的所有记录
            data = cursor.fetchall()
        except Exception as e:
            return None
        # 关闭游标对象
        cursor.close()
        # 关闭数据库连接
        conn.close()
        return data


if __name__ == '__main__':
    redis_helper = RedisHelper()
    # key = 'flow.video.12345.123#112'
    # redis_helper.decr_key(key_name=key)
    # res = redis_helper.get_data_from_redis(key_name=key)
    # print(int(res), type(int(res)))
    # data = redis_helper.get_data_zset_with_index(key_name=config_.BOTTOM_KEY_NAME, start=0, end=-1)
    # print(len(data))
    # key_name = 'com.weiqu.video.hot.recommend.previewed.4.weixin_openid_otjoB5VG780SB4aVjYqBBNLb - X6M'
    # values = (6134455, 9772930, 9912678, 9901969, 9926876, 9904203, 2384831, 9932272, 9737653, 9925240)
    # key_name = 'com.weiqu.video.hot.recommend.previewed.4.abcd1'
    # values = (9902612, 9905573, 9928264, 9932148, 9809440, 9919900, 6093379, 9917093, 9793537, 9814345)
    # redis_helper.add_data_with_set(key_name=key_name, values=values, expire_time=30 * 60)
    # res = redis_helper.get_data_from_set(key_name=key_name)

    res = redis_helper.remove_value_from_zset(
        key_name="recall:item:score:region:dup3:24h:110000:data1:rule4:20230315:14",
        value=111111)
    print(res)