# coding:utf-8
import redis
import psycopg2
import pymysql
from config import set_config
from log import Log
config_, _ = set_config()
log = Log()
conn_redis = None
class RedisHelper(object):
def __init__(self):
"""
初始化redis连接信息
redis_info: redis连接信息, 格式:dict, {'host': '', 'port': '', 'password': ''}
"""
redis_info = config_.REDIS_INFO
self.host = redis_info['host']
self.port = redis_info['port']
self.password = redis_info['password']
def connect(self):
"""
连接redis
:return: conn
"""
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
"""
conn = self.connect()
return conn.exists(key_name)
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
"""
conn = self.connect()
if not conn.exists(key_name):
# key不存在
return None
data = conn.get(key_name)
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
"""
conn = self.connect()
conn.set(key_name, value, ex=int(expire_time))
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
:return: None
"""
if not data:
return
conn = self.connect()
# 数据量大时一次性写入耗时长,分批次写入
keys_list = list(data.keys())
zadd_data = {}
for i, key in enumerate(keys_list):
if i % 100 == 0:
if zadd_data:
conn.zadd(key_name, zadd_data)
zadd_data = {key: data.get(key)}
else:
zadd_data[key] = data.get(key)
if zadd_data:
conn.zadd(key_name, zadd_data)
# 设置过期时间
conn.expire(key_name, int(expire_time))
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
"""
conn = self.connect()
if not conn.exists(key_name):
return None
data = conn.zrange(key_name, start, end, desc, with_scores)
return data
# if with_scores:
# return data
# else:
# return [eval(value) for value in 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()
return conn.zscore(key_name, value)
def update_score_with_value(self, key_name, value, score, expire_time=7*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7天
"""
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, 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
"""
conn = self.connect()
conn.zrem(key_name, *value)
def remove_by_rank_from_zset(self, key_name, start, stop):
"""
移除有序集中,指定排名(rank)区间内的所有成员
:param key_name: key
:param start: 开始位
:param stop: 结束位
:return: None
"""
conn = self.connect()
conn.zremrangebyrank(name=key_name, min=start, max=stop)
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
"""
conn = self.connect()
return conn.zrevrank(key_name, value)
def get_data_from_set(self, key_name):
"""
获取set中的所有数据
:param key_name: key
:return: data
"""
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
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-set
:param expire_time: 过期时间,单位:s,默认0.5小时
:return: None
"""
conn = self.connect()
conn.sadd(key_name, *values)
# 设置过期时间
conn.expire(key_name, expire_time)
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
"""
conn = self.connect()
return conn.sismember(key_name, value)
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-set
:return: None
"""
conn = self.connect()
conn.srem(key_name, *values)
def persist_key(self, key_name):
"""
移除key的过期时间,将其转换为永久状态
:param key_name: key
:return:
"""
conn = self.connect()
conn.persist(key_name)
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
"""
conn = self.connect()
conn.setnx(name=key_name, value=value)
conn.expire(name=key_name, time=int(expire_time))
def update_expire_time(self, key_name, expire_time):
"""
修改过期时间
:param key_name: key
:param expire_time: 过期时间
:return:
"""
conn = self.connect()
conn.expire(name=key_name, time=int(expire_time))
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):
# 连接Hologres
conn = psycopg2.connect(**self.hologres_info)
# 创建游标
cur = conn.cursor()
# 查询数据
cur.execute(sql)
data = cur.fetchall()
# 提交事务
conn.commit()
# 释放资源
cur.close()
conn.close()
return data
class MysqlHelper(object):
def __init__(self, mysql_info):
"""
初始化mysql连接信息
"""
self.mysql_info = 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 = 'com.weiqu.video.hot.recommend.item.score.20210901'
# res = redis_helper.get_score_with_value(key, 90797)
# print(res)
# redis_helper.remove_value_from_set(key_name=config_.RELEVANT_TOP_VIDEOS_KEY_NAME, values=(8633849,))
con = redis_helper.connect()
res = redis_helper.key_exists(key_name='eeew')
print(res)