用python画一幅好画

作者: Dozing | 来源:发表于2017-05-07 15:43 被阅读672次

用python画一幅好画
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＜Python基础教程＞里面的项目．用Python的包来进行数据可视化．下面的代码是PDF画图的原外型．

from reportlab.lib import colors  
from reportlab.graphics.shapes import *  
from reportlab.graphics import renderPDF  
  
data = [    
#    Year   Month   Predicted   High    Low    
    (2007, 8, 113.2, 114.2, 112.2),    
    (2007, 9, 112.8, 115.8, 109.8),    
    (2007, 10, 111.0, 116.0, 106.0),    
    (2007, 11, 109.8, 116.8, 102.8),    
    (2007, 12, 107.3, 115.3, 99.3),    
    (2008, 1, 105.2, 114.2, 96.2),    
    (2008, 2, 104.1, 114.1, 94.1),    
    (2008, 3, 99.9, 110.9, 88.9),    
    (2008, 4, 94.8, 106.8, 82.8),    
    (2008, 5, 91.2, 104.2, 78.2),     
    ]   
  
drawing = Drawing(200, 150)  
  
pred = [row[2]-40 for row in data]  
high = [row[3]-40 for row in data]  
low = [row[4]-40 for row in data]  
times = [200*((row[0] + row[1]/12.0) - 2007)-100 for row in data]  
  
drawing.add(PolyLine(zip(times, pred), strokeColor = colors.blue))    
drawing.add(PolyLine(zip(times, high), strokeColor = colors.red))    
drawing.add(PolyLine(zip(times, low), strokeColor = colors.green))    
drawing.add(String(65, 115, 'Sunspots', fonSize = 18, fillColor = colors.red))    
  
  
renderPDF.drawToFile(drawing, 'report1.pdf', 'Sunspots')

下面的几段数据处理是为了使图像可以出现在绘图区域内Drawing(200, 150)

pred = [row[2]-40 for row in data]  
high = [row[3]-40 for row in data]  
low = [row[4]-40 for row in data]  
times = [200*((row[0] + row[1]/12.0) - 2007)-100 for row in data]

下面就是程序运行的结果

程序运行结果

最终的太阳黑子程序：

from urllib import urlopen  
from reportlab.graphics.shapes import *  
from reportlab.graphics.charts.lineplots import LinePlot  
from reportlab.graphics.charts.textlabels import Label  
from reportlab.graphics import renderPDF  
  
URL = 'http://services.swpc.noaa.gov/text/predicted-sunspot-radio-flux.txt'  
COMMENT_CHARS = '#:'  
  
drawing = Drawing(400, 200)  
data = []  
for line in urlopen(URL).readlines():  
        if not line.isspace() and not line[0] in COMMENT_CHARS:  
                data.append([float(n) for n in line.split()])  
  
pred = [row[2] for row in data]  
high = [row[3] for row in data]  
low = [row[4] for row in data]  
times = [row[0] + row[1]/12.0 for row in data]  
lp = LinePlot()  
lp.x = 50  
lp.y = 50  
lp.height = 125  
lp.width = 300  
lp.data = [zip(times, pred),zip(times,high),zip(times, low)]  
lp.lines[0].strokeColor = colors.blue  
lp.lines[1].strokeColor = colors.red  
lp.lines[2].strokeColor = colors.green  
  
drawing.add(lp)  
drawing.add(String(250,150, 'Sunspots',fontSize=14,fillColor=colors.red))  
  
renderPDF.drawToFile(drawing, 'report2.pdf','Sunspots')

运行结果：