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calc fund week
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‎fund_week/calc_random.py

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import requests
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import re
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import random
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import json
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from datetime import datetime
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import matplotlib
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import matplotlib.pyplot as plt
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header = {
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'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:69.0) Gecko/20100101 Firefox/69.0',}
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url = 'http://fund.eastmoney.com/js/fundcode_search.js?v=20200301111634'
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response=requests.get(url, header)
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result=response.text.replace('var r = ', '').replace(';', '')
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pattern=re.compile(r'\["(.*?)"\,', re.S)
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item=re.findall(pattern,result)
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codes=random.sample(item[:200], 20)
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codes=['001210', '519670', '002207', '001618', '519670', '590008', '001071', '257040', '590005', '080012']
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month=['01','02','03','04','05','06','07','08','09','10','11','12']
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day=range(1, 32)
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#startDate = '2018-{0}-{1}'.format(random.sample(month,1)[0],random.sample(day,1)[0]) #起始时间
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#endDate = '2019-{0}-{1}'.format(random.sample(month,1)[0],random.sample(day,1)[0]) #截止时间
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startDate = '2018-01-21' #起始时间
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#startDate = '2018-04-17' #起始时间
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endDate = '2020-01-28' #截止时间
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allpro=[]
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name_list = ['周一', '周二', '周三', '周四', '周五']
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money = 100 #定投金额
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n = 0
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while n < 10:
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n += 1
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startDate = '2018-{0}-{1}'.format(random.sample(month, 1)[0], random.sample(day, 1)[0]) # 起始时间
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endDate = '2019-{0}-{1}'.format(random.sample(month,1)[0],random.sample(day,1)[0]) #截止时间
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print(startDate, endDate)
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for i, j in enumerate(codes):
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total = [0] * 5 # 到期后总份额
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count = [0] * 5 # 每日定投次数
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header = {
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'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:69.0) Gecko/20100101 Firefox/69.0',
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'Referer': 'http://fundf10.eastmoney.com/jjjz_{0}.html'.format(j)
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}
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url = 'http://api.fund.eastmoney.com/f10/lsjz?fundCode={0}&pageIndex={1}&pageSize=5000&startDate={2}&endDate={3}&_=1555586870418?'.format(
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j, 1, startDate, endDate)
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response = requests.get(url, headers=header)
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result = json.loads(response.text)
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for j in result['Data']['LSJZList'][::-1]:
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if j['JZZZL']=='':
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pass
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else:
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weekday = int(datetime.strptime(j['FSRQ'], '%Y-%m-%d').weekday())
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DWJZ = float(j['DWJZ']) # 净值
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total[weekday] += money/DWJZ
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count[weekday] += 1
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total_money = [] # 根据份额算出总金额
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for t, k in enumerate(total):
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total_money.append(k * DWJZ)
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print("周{0}定投最终金额{1}".format(t + 1, k * DWJZ), "定投{0}次".format(count[t]))
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profit_list = [round((i-100*j)/(100*j), 4) for i, j in zip(total_money, count)] # 到期后总收益率
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allpro.append(profit_list)
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plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签
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# plt.rcParams["font.family"] = 'Arial Unicode MS' # mac 用来正常显示中文标签
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matplotlib.rcParams['axes.unicode_minus'] =False #显示负号
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plt.figure(figsize=(15, 10), dpi=80)
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plt.title('随机基金模拟定投收益散点图', color='blue', fontweight=800, size=40)
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x = range(len(name_list))
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for t, i in enumerate(allpro):
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plt.scatter(x, i, c='b', s=0.5) #画每个基金的散点图
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average=[]
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for i in range(5):
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eve_average = 0
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for j in allpro:
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eve_average=eve_average+j[i]
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average.append(eve_average/100)
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for a, b in zip(x, average):
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plt.text(a+0.4, b, '%.5f' % b, ha='center', va='bottom', fontsize=20)
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plt.scatter(x, average, s=50, c='r', label='平均值')
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plt.legend(loc="upper left") # 防止label和图像重合显示不出来
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plt.xticks(x, name_list, size=20, color='r') # x坐标
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plt.ylabel('收益率', color='r', size=20)
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plt.grid(axis="y") #生成网格'''
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plt.show()
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‎fund_week/demo.py

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import requests
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import json
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from datetime import datetime
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import matplotlib.pyplot as plt
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money = 100
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fundCode = '160135' #基金代码
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pageIndex = 1
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startDate = '2018-08-21' #起始时间
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endDate = '2020-03-03' #截止时间
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header = {
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'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:69.0) Gecko/20100101 Firefox/69.0',
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'Referer': 'http://fundf10.eastmoney.com/jjjz_{0}.html'.format(fundCode)
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}
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url = 'http://api.fund.eastmoney.com/f10/lsjz?fundCode={0}&pageIndex={1}&pageSize=5000&startDate={2}&endDate={3}&_=1555586870418?'.format(fundCode, pageIndex, startDate, endDate)
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response = requests.get(url, headers=header)
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result=json.loads(response.text)
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print(result)
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total = [0] * 5 # 到期后总份额
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count = [0] * 5 # 每日定投次数
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for j in result['Data']['LSJZList'][::-1]:
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if j['JZZZL']=='':
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pass
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else:
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weekday = int(datetime.strptime(j['FSRQ'], '%Y-%m-%d').weekday())
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DWJZ = float(j['DWJZ']) # 净值
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total[weekday] += money/DWJZ
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count[weekday] += 1
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total_money=[] #根据份额算出总金额
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for t, i in enumerate(total):
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total_money.append(i*DWJZ)
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print("周{0}定投最终金额{1}".format(t+1, i*DWJZ), "定投{0}次".format(count[t]))
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plt.rcParams['font.sans-serif'] = ['SimHei'] # windows 用来正常显示中文标签
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# plt.rcParams["font.family"] = 'Arial Unicode MS' # mac 用来正常显示中文标签
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plt.figure(figsize=(15, 10), dpi=80)
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plt.title('{0}基金模拟定投收益图'.format(fundCode), color='blue', fontweight=800, size=50)
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profit_list = [round((i-100*j)/(100*j), 4) for i, j in zip(total_money, count)] # 到期后总收益率
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print(profit_list)
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# 生成画布
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name_list = ['周一', '周二', '周三', '周四', '周五']
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x = range(len(name_list))
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minytick=int(min(total_money))-1000
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maxytick=int(max(total_money))+1000
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plt.bar(x, [i for i in total_money], label='该日定投最终收益', width=0.4, color='y')
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# 参数 m、m2、r 用来调整高度比例
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m = sum(total_money) / 5
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m2 = min(profit_list)
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r = 50000
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plt.bar([i+0.4 for i in x], [(i-m2)*r + m for i in profit_list], label='该日定投收益率', width=0.4, color='r')
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plt.legend(loc="upper left") # 防止label和图像重合显示不出来
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plt.xticks(x, name_list, size=20) # x坐标
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plt.ylim(minytick, maxytick)
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plt.yticks(range(minytick, maxytick, 200), size=20) # y坐标
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ax = plt.gca();#获得坐标轴的句柄
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ax.spines['left'].set_linewidth(3) ; ####设置左边坐标轴的粗细
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ax.spines['bottom'].set_linewidth(3) ; ###设置底部坐标轴的粗细
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for a, b, c in zip(x, total_money, count):
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plt.text(a, b+0.05, '%.1f' % b, ha='center', va='bottom', fontsize=15)
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plt.text(a, b+100, '定投{}次'.format(c), ha='center', va='bottom', fontsize=15, color='r')
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for a, b in zip(x, profit_list):
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plt.text(a+0.4, (b-m2)*r + m, '%.4f' % b, ha='center', va='bottom', fontsize=15)
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plt.text(2, maxytick+300, '时间：{0}至{1}'.format(startDate, endDate), fontsize=20)
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plt.grid(axis="y") #生成网格'''
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plt.show()

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