db_helper.py 11 KB

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  1. import traceback
  2. import redis
  3. import psycopg2
  4. import pymysql
  5. from psycopg2 import pool as pgpool
  6. from config import set_config
  7. from log import Log
  8. config_ = set_config()
  9. log_ = Log()
  10. conn_redis = None
  11. class RedisHelper(object):
  12. def __init__(self):
  13. """
  14. 初始化redis连接信息
  15. redis_info: redis连接信息, 格式:dict, {'host': '', 'port': '', 'password': ''}
  16. """
  17. redis_info = config_.REDIS_INFO
  18. self.host = redis_info['host']
  19. self.port = redis_info['port']
  20. self.password = redis_info['password']
  21. def connect(self):
  22. """
  23. 连接redis
  24. :return: conn
  25. """
  26. global conn_redis
  27. if conn_redis is None:
  28. pool = redis.ConnectionPool(host=self.host,
  29. port=self.port,
  30. password=self.password,
  31. decode_responses=True)
  32. conn = redis.Redis(connection_pool=pool)
  33. conn_redis = conn
  34. return conn_redis
  35. def key_exists(self, key_name):
  36. """
  37. 判断key是否存在
  38. :param key_name: key
  39. :return: 存在-True, 不存在-False
  40. """
  41. conn = self.connect()
  42. return conn.exists(key_name)
  43. def del_keys(self, key_name):
  44. """
  45. 删除key
  46. :param key_name: key
  47. :return: None
  48. """
  49. conn = self.connect()
  50. conn.delete(key_name)
  51. def get_data_from_redis(self, key_name):
  52. """
  53. 读取redis中的数据
  54. :param key_name: key
  55. :return: data
  56. """
  57. conn = self.connect()
  58. if not conn.exists(key_name):
  59. # key不存在
  60. return None
  61. data = conn.get(key_name)
  62. return data
  63. def set_data_to_redis(self, key_name, value, expire_time=24*3600):
  64. """
  65. 新增数据
  66. :param key_name: key
  67. :param value: 元素的值 videoId
  68. :param expire_time: 过期时间,单位:s,默认1天
  69. :return: None
  70. """
  71. conn = self.connect()
  72. conn.set(key_name, value, ex=int(expire_time))
  73. def add_data_with_zset(self, key_name, data, expire_time=7*24*3600):
  74. """
  75. 新增数据,有序set
  76. :param key_name: key
  77. :param data: 元素的值及对应分数 type-dict {value: score}
  78. :param expire_time: 过期时间,单位:s,默认7天,type-int
  79. :return: None
  80. """
  81. conn = self.connect()
  82. conn.zadd(key_name, data)
  83. # 设置过期时间
  84. conn.expire(key_name, int(expire_time))
  85. def get_data_zset_with_index(self, key_name, start, end, desc=True, with_scores=False):
  86. """
  87. 根据索引位置获取元素的值
  88. :param key_name: key
  89. :param start: 索引起始点 闭区间,包含start
  90. :param end: 索引结束点 闭区间,包含end
  91. :param desc: 分数排序方式,默认从大到小
  92. :param with_scores: 是否获取元素的分数,默认 False,只获取元素的值
  93. :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
  94. """
  95. conn = self.connect()
  96. if not conn.exists(key_name):
  97. return None
  98. data = conn.zrange(key_name, start, end, desc, with_scores)
  99. if with_scores:
  100. return data
  101. else:
  102. return [eval(value) for value in data]
  103. def get_score_with_value(self, key_name, value):
  104. """
  105. 在zset中,根据元素的value获取对应的score
  106. :param key_name: key
  107. :param value: 元素的值
  108. :return: score value对应的score
  109. """
  110. conn = self.connect()
  111. if not conn.exists(key_name):
  112. return None
  113. return conn.zscore(key_name, value)
  114. def update_score_with_value(self, key_name, value, score, expire_time=24*3600):
  115. """
  116. 在zset中,修改元素value对应的score
  117. :param key_name: key
  118. :param value: 元素的值
  119. :param score: value对应的score更新值
  120. :param expire_time: 过期时间,单位:s,默认1天,type-int
  121. """
  122. conn = self.connect()
  123. if conn.exists(key_name):
  124. conn.zadd(key_name, {value: score})
  125. else:
  126. # key不存在时,需设置过期时间
  127. conn.zadd(key_name, {value: score})
  128. conn.expire(key_name, int(expire_time))
  129. def remove_value_from_zset(self, key_name, value):
  130. """
  131. 删除zset中的指定元素
  132. :param key_name: key
  133. :param value: 元素的值
  134. :return: None
  135. """
  136. conn = self.connect()
  137. conn.zrem(key_name, value)
  138. def get_index_with_data(self, key_name, value):
  139. """
  140. 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)
  141. :param key_name: key
  142. :param value: 元素的值
  143. :return: idx 位置索引
  144. """
  145. conn = self.connect()
  146. return conn.zrevrank(key_name, value)
  147. def get_data_from_set(self, key_name):
  148. """
  149. 获取set中的所有数据
  150. :param key_name: key
  151. :return: data
  152. """
  153. conn = self.connect()
  154. if not conn.exists(key_name):
  155. # key不存在
  156. return None
  157. data = []
  158. cursor = 0
  159. while True:
  160. cur, temp = conn.sscan(key_name, cursor=cursor, count=2000)
  161. data.extend(temp)
  162. if cur == 0:
  163. break
  164. cursor = cur
  165. return list(set(data))
  166. def add_data_with_set(self, key_name, values, expire_time=30*60):
  167. """
  168. 新增数据,set
  169. :param key_name: key
  170. :param values: 要添加的元素 类型-tuple
  171. :param expire_time: 过期时间,单位:s,默认0.5小时 type-int
  172. :return: None
  173. """
  174. conn = self.connect()
  175. conn.sadd(key_name, *values)
  176. # 设置过期时间
  177. conn.expire(key_name, int(expire_time))
  178. def data_exists_with_set(self, key_name, value):
  179. """
  180. 判断元素value是否在集合key_name中
  181. :param key_name: key
  182. :param value: 需判断的元素
  183. :return: 存在-True, 不存在-False
  184. """
  185. conn = self.connect()
  186. return conn.sismember(key_name, value)
  187. def remove_value_from_set(self, key_name, values):
  188. """
  189. 删除set中的指定元素
  190. :param key_name: key
  191. :param values: 元素的值, 类型-tuple
  192. :return: None
  193. """
  194. conn = self.connect()
  195. conn.srem(key_name, *values)
  196. def decr_key(self, key_name, amount=1, expire_time=30*60):
  197. """
  198. redis自减
  199. :param key_name: key
  200. :param amount: 自减数,默认为1,type-int
  201. :param expire_time: 过期时间,单位:s,默认0.5小时 type-int
  202. :return: None
  203. """
  204. conn = self.connect()
  205. conn.decr(name=key_name, amount=amount)
  206. conn.expire(key_name, int(expire_time))
  207. def incr_key(self, key_name, amount=1, expire_time=30*60):
  208. """
  209. redis自增
  210. :param key_name: key
  211. :param amount: 自减数,默认为1,type-int
  212. :param expire_time: 过期时间,单位:s,默认0.5小时 type-int
  213. :return: None
  214. """
  215. conn = self.connect()
  216. conn.incr(name=key_name, amount=amount)
  217. conn.expire(key_name, int(expire_time))
  218. def setnx_key(self, key_name, value, expire_time=5*60):
  219. """
  220. 当key不存在时,将value塞入key中,key存在时不做操作
  221. :param key_name: key
  222. :param value: value
  223. :return: 过期时间,单位:s,默认5分钟 type-int
  224. """
  225. conn = self.connect()
  226. conn.setnx(name=key_name, value=value)
  227. conn.expire(name=key_name, time=int(expire_time))
  228. #hologres_info = config_.HOLOGRES_INFO
  229. #conn = psycopg2.connect(**hologres_info)
  230. #cur = conn.cursor()
  231. connectPool = pgpool.SimpleConnectionPool(1, 30, **config_.HOLOGRES_INFO)
  232. class HologresHelper(object):
  233. def __init__(self):
  234. """初始化hologres连接信息"""
  235. #self.hologres_info = config_.HOLOGRES_INFO
  236. def get_data(self, sql):
  237. #global conn
  238. # 连接Hologres
  239. #conn = psycopg2.connect(**self.hologres_info)
  240. conn = connectPool.getconn()
  241. # 创建游标
  242. cur = conn.cursor()
  243. try:
  244. # 查询数据
  245. cur.execute(sql)
  246. data = cur.fetchall()
  247. cur.close()
  248. connectPool.putconn(conn, close=False)
  249. # 提交事务
  250. #conn.commit()
  251. # 释放资源
  252. #cur.close()
  253. #conn.close()
  254. except Exception as e:
  255. log_.error('hologress error...')
  256. log_.error(traceback.format_exc())
  257. cur.close()
  258. connectPool.putconn(conn, close=False)
  259. return []
  260. return data
  261. class MysqlHelper(object):
  262. def __init__(self):
  263. """
  264. 初始化mysql连接信息
  265. """
  266. self.mysql_info = config_.MYSQL_INFO
  267. def get_data(self, sql):
  268. """
  269. 查询数据
  270. :param sql: sql语句
  271. :return: data
  272. """
  273. # 连接数据库
  274. conn = pymysql.connect(**self.mysql_info)
  275. # 创建游标
  276. cursor = conn.cursor()
  277. try:
  278. # 执行SQL语句
  279. cursor.execute(sql)
  280. # 获取查询的所有记录
  281. data = cursor.fetchall()
  282. except Exception as e:
  283. return None
  284. # 关闭游标对象
  285. cursor.close()
  286. # 关闭数据库连接
  287. conn.close()
  288. return data
  289. if __name__ == '__main__':
  290. redis_helper = RedisHelper()
  291. # key = 'flow.video.12345.123#112'
  292. # redis_helper.decr_key(key_name=key)
  293. # res = redis_helper.get_data_from_redis(key_name=key)
  294. # print(int(res), type(int(res)))
  295. # data = redis_helper.get_data_zset_with_index(key_name=config_.BOTTOM_KEY_NAME, start=0, end=-1)
  296. # print(len(data))
  297. # key_name = 'com.weiqu.video.hot.recommend.previewed.4.weixin_openid_otjoB5VG780SB4aVjYqBBNLb - X6M'
  298. # values = (6134455, 9772930, 9912678, 9901969, 9926876, 9904203, 2384831, 9932272, 9737653, 9925240)
  299. key_name = 'com.weiqu.video.hot.recommend.previewed.4.abcd1'
  300. # values = (9902612, 9905573, 9928264, 9932148, 9809440, 9919900, 6093379, 9917093, 9793537, 9814345)
  301. # redis_helper.add_data_with_set(key_name=key_name, values=values, expire_time=30 * 60)
  302. res = redis_helper.get_data_from_set(key_name=key_name)
  303. print(res)