Python定時(shí)從Mysql提取數(shù)據(jù)存入Redis的實(shí)現(xiàn)
設(shè)計(jì)思路:
1.程序一旦run起來,python會(huì)把mysql中最近一段時(shí)間的數(shù)據(jù)全部提取出來
2.然后實(shí)例化redis類,將數(shù)據(jù)簡(jiǎn)單解析后逐條傳入redis隊(duì)列
3.定時(shí)器設(shè)計(jì)每天凌晨12點(diǎn)開始跑
ps:redis是個(gè)內(nèi)存數(shù)據(jù)庫(kù),做后臺(tái)消息隊(duì)列的緩存時(shí)有很大的用處,有興趣的小伙伴可以去查看相關(guān)的文檔。
# -*- coding:utf-8 -*- import MySQLdbimport scheduleimport timeimport datetimeimport randomimport stringimport redis# get the data from mysqlclass FromSql(object): def __init__(self, conn): self.conn = conn def acquire(self): cursor = self.conn.cursor() try: sql = 'SELECT * FROM test WHERE TO_DAYS(NOW()) - TO_DAYS(t) <= 1' cursor.execute(sql) rs = cursor.fetchall() #print (rs) for eve in rs:print(’%s, %s, %s, %s’ % eve) copy_rs = rs cursor.close() return copy_rs except Exception as e: print('The error: %s' % e)class RedisQueue(object): def __init__(self, name, namespace=’queue’, **redis_kwargs): '''The default connection parameters are: host=’localhost’, port=6379, db=0''' self.__db= redis.Redis(**redis_kwargs) self.key = ’%s:%s’ %(namespace, name) def qsize(self): return self.__db.llen(self.key) def put(self, item): self.__db.rpush(self.key, item) def get(self, block=True, timeout=None): if block: item = self.__db.blpop(self.key, timeout=timeout) else: item = self.__db.lpop(self.key) if item: item = item[1] return item def get_nowait(self): return self.get(False)if __name__ == '__main__': # connect mysqldb conn_sql = MySQLdb.connect( host = ’127.0.0.1’, port = 3306, user = ’root’, passwd = ’’, db = ’test’, charset = ’utf8’ )def job_for_redis(): get_data = FromSql(conn_sql) data = get_data.acquire() q = RedisQueue(’test’,host=’localhost’, port=6379, db=0) for single_data in data: for meta_data in single_data:q.put(meta_data)print(meta_data) print('All data had been inserted.') ''' try: schedule.every().day.at('00:00').do(job_for_redis) except Exception as e: print(’Error: %s’% e)# finally:# conn.close() while True: schedule.run_pending() time.sleep(1)'''
補(bǔ)充知識(shí):python定時(shí)獲取匯率存入數(shù)據(jù)庫(kù)
python定時(shí)任務(wù):
我們可以使用 輕量級(jí)的第三方模塊schedule。首先先安裝:pip install schedule
定時(shí)任務(wù)的的小測(cè)試:
import scheduleimport time def job(): print('I’m working...') schedule.every(10).minutes.do(job) # 每隔10分鐘執(zhí)行一次任務(wù)schedule.every().hour.do(job) # 每隔一小時(shí)執(zhí)行一次任務(wù)schedule.every().day.at('10:30').do(job) # 每天10:30執(zhí)行一次任務(wù)schedule.every(5).to(10).days.do(job) # 每5-10天執(zhí)行一次任務(wù)schedule.every().monday.do(job) # 每周一的這個(gè)時(shí)候執(zhí)行一次任務(wù)schedule.every().wednesday.at('13:15').do(job) # 每周三13:15執(zhí)行一次任務(wù) while True: schedule.run_pending()
獲取數(shù)據(jù)存入數(shù)據(jù)庫(kù):(格式可能不太對(duì),還有一些符號(hào)。自己修改一下即可)
import pymysqlimport scheduleimport timeimport requestsimport pandasfrom sqlalchemy import create_engine#獲取美元的所有外匯def job(): content = ’美元’ url = ’http://www.boc.cn/sourcedb/whpj/index.html’ #外匯數(shù)據(jù)地址 html = requests.get(url).content.decode(’utf-8’) index = html.index(’<td>’ + content + ’</td>’) str = html[index:index+300] result = re.findall(’<td>(.*?)</td>’,str) print('幣種:' + result[0]) print('現(xiàn)匯買入價(jià):' + result[1]) print('現(xiàn)鈔買入價(jià):' + result[2]) print('現(xiàn)匯賣出價(jià):' + result[3]) print('現(xiàn)鈔賣出價(jià):' + result[4]) print('中行結(jié)算價(jià):' + result[5]) print('發(fā)布時(shí)間:' + result[6] + ’ ’ + result[7]) #本地地址 數(shù)據(jù)庫(kù)賬號(hào) 密碼 數(shù)據(jù)庫(kù)名 db = pymysql.connect(’localhost’,’root’,’root’,’pinyougoudb’) cursor = db.cursor() #sql語句 sql = 'update tb_money set huiBuy = %s,chaoBuy = %s,huiSale = %s,chaoSale = %s,centerResult= %s,publishTime = ’%s’ where typeId = ’%s’' % (result[1], result[2], result[3], result[4], result[5], result[6] + ’ ’ + result[7], result[0]) cursor.execute(sql) db.commit() print(’success’) # 查詢語句,將存入的數(shù)據(jù)查出來 # sqlalchemy 進(jìn)行數(shù)據(jù)庫(kù)初始化 engine = create_engine(’mysql+pymysql://root:root@localhost:3306/pinyougoudb’) sql = ’’’select * from tb_money’’’ # pandas 進(jìn)行數(shù)據(jù)庫(kù)讀寫 df = pandas.read_sql_query(sql,engine) print(df) db.commit()# 每隔幾分中刷新一次#schedule.every(0.1).minutes.do(job)#每天什么時(shí)候刷新schedule.every().day.at('09:29').do(job)schedule.every().day.at('09:30').do(job)#一直循環(huán) 知道滿足條件執(zhí)行while True: schedule.run_pending()
以上這篇Python定時(shí)從Mysql提取數(shù)據(jù)存入Redis的實(shí)現(xiàn)就是小編分享給大家的全部?jī)?nèi)容了,希望能給大家一個(gè)參考,也希望大家多多支持好吧啦網(wǎng)。
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