python读取mysql数据绘制条形图

2020-09-24 0 418

本文实例为大家分享了python读取mysql数据绘制条形图的具体代码,供大家参考,具体内容如下

Mysql 脚本示例:

create table demo(
 id int
,product varchar(50)
,price decimal(18,2)
,quantity int
,amount decimal(18,2)
,orderdate datetime
);
insert into demo
select 1,\'AAA\',15.2,5,76,\'2017-09-09\' union all
select 2,\'BBB\',10,6,60,\'2016-05-18\' union all
select 3,\'CCC\',21,11,231,\'2014-07-11\' union all
select 4,\'DDD\',55,2,110,\'2016-12-24\' union all
select 5,\'EEE\',20,4,80,\'2017-02-08\' union all
select 6,\'FFF\',45,2,90,\'2016-08-19\' union all
select 7,\'GGG\',33,5,165,\'2017-10-11\' union all
select 8,\'HHH\',5,40,200,\'2014-08-30\' union all
select 9,\'III\',3,20,60,\'2015-02-25\' union all
select 10,\'JJJ\',10,15,150,\'2015-11-02\';

python 绘图分析:

# -*- coding: utf-8 -*-
#import numpy
import MySQLdb
import plotly.plotly
import plotly.graph_objs as pg
 
host = \"localhost\"
port = 3306
user = \"root\"
passwd = \"mysql\"
charset = \"utf8\"
dbname = \"test\"
conn = None
 
try:
  conn = MySQLdb.Connection(
    host = host,
    port = port,
    user = user,
    passwd = passwd,
    db = dbname,
    charset = charset
    )
  cur = conn.cursor(MySQLdb.cursors.DictCursor)
  cur.execute(\"select * from demo;\")
  rows = cur.fetchall()
  #rows = numpy.array(rows)
  lists = [[],[],[],[]]
  for row in rows:
    lists[0].append(row[\"product\"])
    lists[1].append(row[\"price\"])
    lists[2].append(row[\"quantity\"])
    lists[3].append(row[\"amount\"])
  #print(lists)
  #print(lists[0])
  #print(([x[0] for x in lists]))
 
  date_price = pg.Bar( x=lists[0], y=lists[1], name=\'价格\')
  date_quantity = pg.Bar( x=lists[0], y=lists[2], name=\'数量\')
  date_amount = pg.Bar( x=lists[0], y=lists[3], name=\'总价\')
  data = [date_price, date_quantity, date_amount]
  #barmode = [stack,group,overlay,relative]
  layout = pg.Layout( barmode=\'group\',title=\"各产品销售情况\" )
  fig = pg.Figure(data=data, layout=layout)
  plotly.offline.plot(fig, filename = \"C:/Users/huangzecheng/Desktop/test.html\")
  
finally:
  if conn:
    conn.close()

将代码保存为文件 bartest.py ,执行脚本 python bartest.py ,生成 html 文件如下:

python读取mysql数据绘制条形图

以上就是本文的全部内容,希望对大家的学习有所帮助,也希望大家多多支持自学编程网。

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