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【实验】MySQL多少数据需要建立索引
数据准备
采用Python随机生成若干条数据,以备测试使用,代码如下 # db.py import pymysql # 默认数据返回的是二维列表: # ( # (每一行) # (每一行) # ) # 加上 cursor=pymysql.cursors.DictCursor后的数据返回格式: # [{'psw': 'e10adc3949ba59abbe56e057f20f883e'}] class db: host = "" port = 3306 user = "root" psw = "" db_name = "testdb" connect = None cursor = None def __init__(self): self.connect = pymysql.connect(host=self.host,port=self.port,user=self.user,passwd=self.psw,db=self.db_name) self.cursor = self.connect.cursor(cursor=pymysql.cursors.DictCursor) pass def query(self,sql): connect = pymysql.connect(host=self.host,port=self.port,user=self.user,passwd=self.psw,db=self.db_name) cursor = connect.cursor(cursor=pymysql.cursors.DictCursor) cursor.execute(sql) data = cursor.fetchall() connect.close() return data def operate(self,sql): # connect = pymysql.connect(host=self.host,port=self.port,user=self.user,passwd=self.psw,db=self.db_name) # cursor = connect.cursor(cursor=pymysql.cursors.DictCursor) try: self.cursor.execute(sql) self.connect.commit() self.count = self.cursor.rowcount return count except Exception as e: print(e) print(sql) return False import db as db import random my_db = db.db() def get_vcode(): v_code = chr(random.randint(65,90)) v_code = v_code + chr(random.randint(97,122)) v_code = v_code + chr(random.randint(65,90)) v_code = v_code + chr(random.randint(48,57)) v_code = v_code + chr(random.randint(65,90)) v_code = v_code + chr(random.randint(48,57)) return v_code if __name__ == '__main__': for i in range(1,1000000): sql = "INSERT INTO `testdb`.`test_data_100w`(`data_1`, `data_2`, `data_3`) VALUES (%d, '%s', '%s')" % (i+1,get_vcode(),get_vcode()) my_db.operate(sql) print("当前编号:"+str(i)) 数据格式
建立索引所用时长:1673.908s 约27分钟! 因为MySQL本身已经非常优秀了, 在几万条数据的情况之下,索引的优势并不明显。 数据达到几十万条以后,索引的效果显著,能明显提升查询速度,数据量越大,索引越发重要。当数据量有了千万级别时,有无索引可导致性能相差千倍! |
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