import matplotlib.pyplot as plt
from matplotlib.widgets import Cursor
import data
import matplotlib.ticker as mticker


class View:

    #  折线图日常股价和大盘的 对比图
    def draw_daily_value(self, X, Y):
        plt.figure()
        plt.rcParams['font.sans-serif'] = 'Microsoft YaHei'
        plt.rcParams['axes.unicode_minus'] = False
        # 获取大盘数据
        standard = data.Data().get_standard_data()

        plt.plot(X, Y, color="yellow", label="回测")  # marker设置形状，color设置颜色
        plt.plot(X, standard["y"], color="red", label="上证指数")  # linestyle设置线形, alpha设置透明度
        plt.xticks([i for i in range(1, len(X), 480)], [X[i] for i in range(0, len(X), 480)])
        plt.legend(loc=2)
        plt.title("资产变化")
        plt.show()

    # 直方图 每季度的收益率 与大盘对比
    def draw_rate(self, x, y):
        # 获取大盘数据
        rate = data.Data().get_quarter_rate()

        plt.figure()
        plt.rcParams['font.sans-serif'] = 'Microsoft YaHei'
        plt.rcParams['axes.unicode_minus'] = False
        plt.bar(x=[i - 0.15 for i in range(1, len(x) + 1)], height=y, width=0.3, alpha=0.7, color="orange", label="策略")
        plt.bar(x=[i + 0.15 for i in range(1, len(x) + 1)], height=rate["y"], width=0.3, alpha=0.7, color="red",
                label="上证指数")
        plt.xticks([i for i in range(1, len(x), 4)], [rate["x"][i] for i in range(0, len(x), 4)])  # 设置x轴显示的内容
        plt.ylabel('收益率')
        plt.xlabel("时间")
        plt.title('收益率对比图')
        plt.legend()

        plt.show()

    # 热力图
    def draw_rate_quarter(self, rate):

        plt.rcParams['font.sans-serif'] = 'Microsoft YaHei'
        plt.rcParams['axes.unicode_minus'] = False
        rate_quarter = []
        quarter = ["第一季度", "第二季度", "第三季度", "第四季度"]
        year = []
        for i in range(len(rate["y"]) // 4):
            rate_quarter.append(rate["y"][i:4 + i])
            year.append(rate["x"][i * 4][0:4])

        figure, ax = plt.subplots()
        image = ax.imshow(rate_quarter, interpolation='nearest', cmap=plt.cm.Blues)
        ax.figure.colorbar(image, ax=ax)

        ax.set(
            xticks=range(len(quarter)),
            yticks=range(len(year)),
            xticklabels=quarter,
            yticklabels=year,
            title="不同年份不同季度的增长率",
            ylabel='年份',
            xlabel='季度'
        )

        print(rate_quarter)
        for i in range(len(rate_quarter)):
            for j in range(len(rate_quarter[0])):
                ax.text(j, i, round(rate_quarter[i][j], 3), ha="center", va="center",
                        color="blue" if rate_quarter[i][j] > 0 else "red")

        plt.show()


if __name__ == '__main__':
    a = View()

    data1 = {'x': ['2017-04-01', '2017-07-01', '2017-10-01', '2018-01-01', '2018-04-01', '2018-07-01', '2018-10-01', '2019-01-01', '2019-04-01', '2019-07-01', '2019-10-01', '2020-01-01', '2020-04-01', '2020-07-01', '2020-10-01', '2021-01-01'], 'y': [0.23946382216999995, 0.1164259699305751, 0.019623927518531478, 0.05696132850114403, 0.10333171371349237, 0.04839644738644293, 0.029524916535957905, 0.033278044374987104, 0.4136288175530903, -0.18670965553252228, -0.07356057948510204, 0.0975242921222256, -0.04113152148522685, 0.008671851077254052, -0.023597559363859637, -0.07957913018533984]}
    # 热力图
    a.draw_rate_quarter(data1)

    # 直方图
    a.draw_rate(data1["x"],data1["y"])

    # 折线图
    data4 = {'x': ['2017-01-01', '2017-01-02', '2017-01-03', '2017-01-04', '2017-01-05', '2017-01-06', '2017-01-07',
                   '2017-01-08', '2017-01-09', '2017-01-10', '2017-01-11', '2017-01-12', '2017-01-13', '2017-01-14',
                   '2017-01-15', '2017-01-16', '2017-01-17', '2017-01-18', '2017-01-19', '2017-01-20', '2017-01-21',
                   '2017-01-22', '2017-01-23', '2017-01-24', '2017-01-25', '2017-01-26', '2017-01-27', '2017-01-28',
                   '2017-01-29', '2017-01-30', '2017-01-31', '2017-02-01', '2017-02-02', '2017-02-03', '2017-02-04',
                   '2017-02-05', '2017-02-06', '2017-02-07', '2017-02-08', '2017-02-09', '2017-02-10', '2017-02-11',
                   '2017-02-12', '2017-02-13', '2017-02-14', '2017-02-15', '2017-02-16', '2017-02-17', '2017-02-18',
                   '2017-02-19', '2017-02-20', '2017-02-21', '2017-02-22', '2017-02-23', '2017-02-24', '2017-02-25',
                   '2017-02-26', '2017-02-27', '2017-02-28', '2017-03-01', '2017-03-02', '2017-03-03', '2017-03-04',
                   '2017-03-05', '2017-03-06', '2017-03-07', '2017-03-08', '2017-03-09', '2017-03-10', '2017-03-11',
                   '2017-03-12', '2017-03-13', '2017-03-14', '2017-03-15', '2017-03-16', '2017-03-17', '2017-03-18',
                   '2017-03-19', '2017-03-20', '2017-03-21', '2017-03-22', '2017-03-23', '2017-03-24', '2017-03-25',
                   '2017-03-26', '2017-03-27', '2017-03-28', '2017-03-29', '2017-03-30', '2017-03-31', '2017-04-01',
                   '2017-04-02', '2017-04-03', '2017-04-04', '2017-04-05', '2017-04-06', '2017-04-07', '2017-04-08',
                   '2017-04-09', '2017-04-10', '2017-04-11', '2017-04-12', '2017-04-13', '2017-04-14', '2017-04-15',
                   '2017-04-16', '2017-04-17', '2017-04-18', '2017-04-19', '2017-04-20', '2017-04-21', '2017-04-22',
                   '2017-04-23', '2017-04-24', '2017-04-25', '2017-04-26', '2017-04-27', '2017-04-28', '2017-04-29',
                   '2017-04-30', '2017-05-01', '2017-05-02', '2017-05-03', '2017-05-04', '2017-05-05', '2017-05-06',
                   '2017-05-07', '2017-05-08', '2017-05-09', '2017-05-10', '2017-05-11', '2017-05-12', '2017-05-13',
                   '2017-05-14', '2017-05-15', '2017-05-16', '2017-05-17', '2017-05-18', '2017-05-19', '2017-05-20',
                   '2017-05-21', '2017-05-22', '2017-05-23', '2017-05-24', '2017-05-25', '2017-05-26', '2017-05-27',
                   '2017-05-28', '2017-05-29', '2017-05-30', '2017-05-31', '2017-06-01', '2017-06-02', '2017-06-03',
                   '2017-06-04', '2017-06-05', '2017-06-06', '2017-06-07', '2017-06-08', '2017-06-09', '2017-06-10',
                   '2017-06-11', '2017-06-12', '2017-06-13', '2017-06-14', '2017-06-15', '2017-06-16', '2017-06-17',
                   '2017-06-18', '2017-06-19', '2017-06-20', '2017-06-21', '2017-06-22', '2017-06-23', '2017-06-24',
                   '2017-06-25', '2017-06-26', '2017-06-27', '2017-06-28', '2017-06-29', '2017-06-30', '2017-07-01',
                   '2017-07-02', '2017-07-03', '2017-07-04', '2017-07-05', '2017-07-06', '2017-07-07', '2017-07-08',
                   '2017-07-09', '2017-07-10', '2017-07-11', '2017-07-12', '2017-07-13', '2017-07-14', '2017-07-15',
                   '2017-07-16', '2017-07-17', '2017-07-18', '2017-07-19', '2017-07-20', '2017-07-21', '2017-07-22',
                   '2017-07-23', '2017-07-24', '2017-07-25', '2017-07-26', '2017-07-27', '2017-07-28', '2017-07-29',
                   '2017-07-30', '2017-07-31', '2017-08-01', '2017-08-02', '2017-08-03', '2017-08-04', '2017-08-05',
                   '2017-08-06', '2017-08-07', '2017-08-08', '2017-08-09', '2017-08-10', '2017-08-11', '2017-08-12',
                   '2017-08-13', '2017-08-14', '2017-08-15', '2017-08-16', '2017-08-17', '2017-08-18', '2017-08-19',
                   '2017-08-20', '2017-08-21', '2017-08-22', '2017-08-23', '2017-08-24', '2017-08-25', '2017-08-26',
                   '2017-08-27', '2017-08-28', '2017-08-29', '2017-08-30', '2017-08-31', '2017-09-01', '2017-09-02',
                   '2017-09-03', '2017-09-04', '2017-09-05', '2017-09-06', '2017-09-07', '2017-09-08', '2017-09-09',
                   '2017-09-10', '2017-09-11', '2017-09-12', '2017-09-13', '2017-09-14', '2017-09-15', '2017-09-16',
                   '2017-09-17', '2017-09-18', '2017-09-19', '2017-09-20', '2017-09-21', '2017-09-22', '2017-09-23',
                   '2017-09-24', '2017-09-25', '2017-09-26', '2017-09-27', '2017-09-28', '2017-09-29', '2017-09-30',
                   '2017-10-01', '2017-10-02', '2017-10-03', '2017-10-04', '2017-10-05', '2017-10-06', '2017-10-07',
                   '2017-10-08', '2017-10-09', '2017-10-10', '2017-10-11', '2017-10-12', '2017-10-13', '2017-10-14',
                   '2017-10-15', '2017-10-16', '2017-10-17', '2017-10-18', '2017-10-19', '2017-10-20', '2017-10-21',
                   '2017-10-22', '2017-10-23', '2017-10-24', '2017-10-25', '2017-10-26', '2017-10-27', '2017-10-28',
                   '2017-10-29', '2017-10-30', '2017-10-31', '2017-11-01', '2017-11-02', '2017-11-03', '2017-11-04',
                   '2017-11-05', '2017-11-06', '2017-11-07', '2017-11-08', '2017-11-09', '2017-11-10', '2017-11-11',
                   '2017-11-12', '2017-11-13', '2017-11-14', '2017-11-15', '2017-11-16', '2017-11-17', '2017-11-18',
                   '2017-11-19', '2017-11-20', '2017-11-21', '2017-11-22', '2017-11-23', '2017-11-24', '2017-11-25',
                   '2017-11-26', '2017-11-27', '2017-11-28', '2017-11-29', '2017-11-30', '2017-12-01', '2017-12-02',
                   '2017-12-03', '2017-12-04', '2017-12-05', '2017-12-06', '2017-12-07', '2017-12-08', '2017-12-09',
                   '2017-12-10', '2017-12-11', '2017-12-12', '2017-12-13', '2017-12-14', '2017-12-15', '2017-12-16',
                   '2017-12-17', '2017-12-18', '2017-12-19', '2017-12-20', '2017-12-21', '2017-12-22', '2017-12-23',
                   '2017-12-24', '2017-12-25', '2017-12-26', '2017-12-27', '2017-12-28', '2017-12-29', '2017-12-30',
                   '2017-12-31', '2018-01-01', '2018-01-02', '2018-01-03', '2018-01-04', '2018-01-05', '2018-01-06',
                   '2018-01-07', '2018-01-08', '2018-01-09', '2018-01-10', '2018-01-11', '2018-01-12', '2018-01-13',
                   '2018-01-14', '2018-01-15', '2018-01-16', '2018-01-17', '2018-01-18', '2018-01-19', '2018-01-20',
                   '2018-01-21', '2018-01-22', '2018-01-23', '2018-01-24', '2018-01-25', '2018-01-26', '2018-01-27',
                   '2018-01-28', '2018-01-29', '2018-01-30', '2018-01-31', '2018-02-01', '2018-02-02', '2018-02-03',
                   '2018-02-04', '2018-02-05', '2018-02-06', '2018-02-07', '2018-02-08', '2018-02-09', '2018-02-10',
                   '2018-02-11', '2018-02-12', '2018-02-13', '2018-02-14', '2018-02-15', '2018-02-16', '2018-02-17',
                   '2018-02-18', '2018-02-19', '2018-02-20', '2018-02-21', '2018-02-22', '2018-02-23', '2018-02-24',
                   '2018-02-25', '2018-02-26', '2018-02-27', '2018-02-28', '2018-03-01', '2018-03-02', '2018-03-03',
                   '2018-03-04', '2018-03-05', '2018-03-06', '2018-03-07', '2018-03-08', '2018-03-09', '2018-03-10',
                   '2018-03-11', '2018-03-12', '2018-03-13', '2018-03-14', '2018-03-15', '2018-03-16', '2018-03-17',
                   '2018-03-18', '2018-03-19', '2018-03-20', '2018-03-21', '2018-03-22', '2018-03-23', '2018-03-24',
                   '2018-03-25', '2018-03-26', '2018-03-27', '2018-03-28', '2018-03-29', '2018-03-30', '2018-03-31',
                   '2018-04-01', '2018-04-02', '2018-04-03', '2018-04-04', '2018-04-05', '2018-04-06', '2018-04-07',
                   '2018-04-08', '2018-04-09', '2018-04-10', '2018-04-11', '2018-04-12', '2018-04-13', '2018-04-14',
                   '2018-04-15', '2018-04-16', '2018-04-17', '2018-04-18', '2018-04-19', '2018-04-20', '2018-04-21',
                   '2018-04-22', '2018-04-23', '2018-04-24', '2018-04-25', '2018-04-26', '2018-04-27', '2018-04-28',
                   '2018-04-29', '2018-04-30', '2018-05-01', '2018-05-02', '2018-05-03', '2018-05-04', '2018-05-05',
                   '2018-05-06', '2018-05-07', '2018-05-08', '2018-05-09', '2018-05-10', '2018-05-11', '2018-05-12',
                   '2018-05-13', '2018-05-14', '2018-05-15', '2018-05-16', '2018-05-17', '2018-05-18', '2018-05-19',
                   '2018-05-20', '2018-05-21', '2018-05-22', '2018-05-23', '2018-05-24', '2018-05-25', '2018-05-26',
                   '2018-05-27', '2018-05-28', '2018-05-29', '2018-05-30', '2018-05-31', '2018-06-01', '2018-06-02',
                   '2018-06-03', '2018-06-04', '2018-06-05', '2018-06-06', '2018-06-07', '2018-06-08', '2018-06-09',
                   '2018-06-10', '2018-06-11', '2018-06-12', '2018-06-13', '2018-06-14', '2018-06-15', '2018-06-16',
                   '2018-06-17', '2018-06-18', '2018-06-19', '2018-06-20', '2018-06-21', '2018-06-22', '2018-06-23',
                   '2018-06-24', '2018-06-25', '2018-06-26', '2018-06-27', '2018-06-28', '2018-06-29', '2018-06-30',
                   '2018-07-01', '2018-07-02', '2018-07-03', '2018-07-04', '2018-07-05', '2018-07-06', '2018-07-07',
                   '2018-07-08', '2018-07-09', '2018-07-10', '2018-07-11', '2018-07-12', '2018-07-13', '2018-07-14',
                   '2018-07-15', '2018-07-16', '2018-07-17', '2018-07-18', '2018-07-19', '2018-07-20', '2018-07-21',
                   '2018-07-22', '2018-07-23', '2018-07-24', '2018-07-25', '2018-07-26', '2018-07-27', '2018-07-28',
                   '2018-07-29', '2018-07-30', '2018-07-31', '2018-08-01', '2018-08-02', '2018-08-03', '2018-08-04',
                   '2018-08-05', '2018-08-06', '2018-08-07', '2018-08-08', '2018-08-09', '2018-08-10', '2018-08-11',
                   '2018-08-12', '2018-08-13', '2018-08-14', '2018-08-15', '2018-08-16', '2018-08-17', '2018-08-18',
                   '2018-08-19', '2018-08-20', '2018-08-21', '2018-08-22', '2018-08-23', '2018-08-24', '2018-08-25',
                   '2018-08-26', '2018-08-27', '2018-08-28', '2018-08-29', '2018-08-30', '2018-08-31', '2018-09-01',
                   '2018-09-02', '2018-09-03', '2018-09-04', '2018-09-05', '2018-09-06', '2018-09-07', '2018-09-08',
                   '2018-09-09', '2018-09-10', '2018-09-11', '2018-09-12', '2018-09-13', '2018-09-14', '2018-09-15',
                   '2018-09-16', '2018-09-17', '2018-09-18', '2018-09-19', '2018-09-20', '2018-09-21', '2018-09-22',
                   '2018-09-23', '2018-09-24', '2018-09-25', '2018-09-26', '2018-09-27', '2018-09-28', '2018-09-29',
                   '2018-09-30', '2018-10-01', '2018-10-02', '2018-10-03', '2018-10-04', '2018-10-05', '2018-10-06',
                   '2018-10-07', '2018-10-08', '2018-10-09', '2018-10-10', '2018-10-11', '2018-10-12', '2018-10-13',
                   '2018-10-14', '2018-10-15', '2018-10-16', '2018-10-17', '2018-10-18', '2018-10-19', '2018-10-20',
                   '2018-10-21', '2018-10-22', '2018-10-23', '2018-10-24', '2018-10-25', '2018-10-26', '2018-10-27',
                   '2018-10-28', '2018-10-29', '2018-10-30', '2018-10-31', '2018-11-01', '2018-11-02', '2018-11-03',
                   '2018-11-04', '2018-11-05', '2018-11-06', '2018-11-07', '2018-11-08', '2018-11-09', '2018-11-10',
                   '2018-11-11', '2018-11-12', '2018-11-13', '2018-11-14', '2018-11-15', '2018-11-16', '2018-11-17',
                   '2018-11-18', '2018-11-19', '2018-11-20', '2018-11-21', '2018-11-22', '2018-11-23', '2018-11-24',
                   '2018-11-25', '2018-11-26', '2018-11-27', '2018-11-28', '2018-11-29', '2018-11-30', '2018-12-01',
                   '2018-12-02', '2018-12-03', '2018-12-04', '2018-12-05', '2018-12-06', '2018-12-07', '2018-12-08',
                   '2018-12-09', '2018-12-10', '2018-12-11', '2018-12-12', '2018-12-13', '2018-12-14', '2018-12-15',
                   '2018-12-16', '2018-12-17', '2018-12-18', '2018-12-19', '2018-12-20', '2018-12-21', '2018-12-22',
                   '2018-12-23', '2018-12-24', '2018-12-25', '2018-12-26', '2018-12-27', '2018-12-28', '2018-12-29',
                   '2018-12-30', '2018-12-31', '2019-01-01', '2019-01-02', '2019-01-03', '2019-01-04', '2019-01-05',
                   '2019-01-06', '2019-01-07', '2019-01-08', '2019-01-09', '2019-01-10', '2019-01-11', '2019-01-12',
                   '2019-01-13', '2019-01-14', '2019-01-15', '2019-01-16', '2019-01-17', '2019-01-18', '2019-01-19',
                   '2019-01-20', '2019-01-21', '2019-01-22', '2019-01-23', '2019-01-24', '2019-01-25', '2019-01-26',
                   '2019-01-27', '2019-01-28', '2019-01-29', '2019-01-30', '2019-01-31', '2019-02-01', '2019-02-02',
                   '2019-02-03', '2019-02-04', '2019-02-05', '2019-02-06', '2019-02-07', '2019-02-08', '2019-02-09',
                   '2019-02-10', '2019-02-11', '2019-02-12', '2019-02-13', '2019-02-14', '2019-02-15', '2019-02-16',
                   '2019-02-17', '2019-02-18', '2019-02-19', '2019-02-20', '2019-02-21', '2019-02-22', '2019-02-23',
                   '2019-02-24', '2019-02-25', '2019-02-26', '2019-02-27', '2019-02-28', '2019-03-01', '2019-03-02',
                   '2019-03-03', '2019-03-04', '2019-03-05', '2019-03-06', '2019-03-07', '2019-03-08', '2019-03-09',
                   '2019-03-10', '2019-03-11', '2019-03-12', '2019-03-13', '2019-03-14', '2019-03-15', '2019-03-16',
                   '2019-03-17', '2019-03-18', '2019-03-19', '2019-03-20', '2019-03-21', '2019-03-22', '2019-03-23',
                   '2019-03-24', '2019-03-25', '2019-03-26', '2019-03-27', '2019-03-28', '2019-03-29', '2019-03-30',
                   '2019-03-31', '2019-04-01', '2019-04-02', '2019-04-03', '2019-04-04', '2019-04-05', '2019-04-06',
                   '2019-04-07', '2019-04-08', '2019-04-09', '2019-04-10', '2019-04-11', '2019-04-12', '2019-04-13',
                   '2019-04-14', '2019-04-15', '2019-04-16', '2019-04-17', '2019-04-18', '2019-04-19', '2019-04-20',
                   '2019-04-21', '2019-04-22', '2019-04-23', '2019-04-24', '2019-04-25', '2019-04-26', '2019-04-27',
                   '2019-04-28', '2019-04-29', '2019-04-30', '2019-05-01', '2019-05-02', '2019-05-03', '2019-05-04',
                   '2019-05-05', '2019-05-06', '2019-05-07', '2019-05-08', '2019-05-09', '2019-05-10', '2019-05-11',
                   '2019-05-12', '2019-05-13', '2019-05-14', '2019-05-15', '2019-05-16', '2019-05-17', '2019-05-18',
                   '2019-05-19', '2019-05-20', '2019-05-21', '2019-05-22', '2019-05-23', '2019-05-24', '2019-05-25',
                   '2019-05-26', '2019-05-27', '2019-05-28', '2019-05-29', '2019-05-30', '2019-05-31', '2019-06-01',
                   '2019-06-02', '2019-06-03', '2019-06-04', '2019-06-05', '2019-06-06', '2019-06-07', '2019-06-08',
                   '2019-06-09', '2019-06-10', '2019-06-11', '2019-06-12', '2019-06-13', '2019-06-14', '2019-06-15',
                   '2019-06-16', '2019-06-17', '2019-06-18', '2019-06-19', '2019-06-20', '2019-06-21', '2019-06-22',
                   '2019-06-23', '2019-06-24', '2019-06-25', '2019-06-26', '2019-06-27', '2019-06-28', '2019-06-29',
                   '2019-06-30', '2019-07-01', '2019-07-02', '2019-07-03', '2019-07-04', '2019-07-05', '2019-07-06',
                   '2019-07-07', '2019-07-08', '2019-07-09', '2019-07-10', '2019-07-11', '2019-07-12', '2019-07-13',
                   '2019-07-14', '2019-07-15', '2019-07-16', '2019-07-17', '2019-07-18', '2019-07-19', '2019-07-20',
                   '2019-07-21', '2019-07-22', '2019-07-23', '2019-07-24', '2019-07-25', '2019-07-26', '2019-07-27',
                   '2019-07-28', '2019-07-29', '2019-07-30', '2019-07-31', '2019-08-01', '2019-08-02', '2019-08-03',
                   '2019-08-04', '2019-08-05', '2019-08-06', '2019-08-07', '2019-08-08', '2019-08-09', '2019-08-10',
                   '2019-08-11', '2019-08-12', '2019-08-13', '2019-08-14', '2019-08-15', '2019-08-16', '2019-08-17',
                   '2019-08-18', '2019-08-19', '2019-08-20', '2019-08-21', '2019-08-22', '2019-08-23', '2019-08-24',
                   '2019-08-25', '2019-08-26', '2019-08-27', '2019-08-28', '2019-08-29', '2019-08-30', '2019-08-31',
                   '2019-09-01', '2019-09-02', '2019-09-03', '2019-09-04', '2019-09-05', '2019-09-06', '2019-09-07',
                   '2019-09-08', '2019-09-09', '2019-09-10', '2019-09-11', '2019-09-12', '2019-09-13', '2019-09-14',
                   '2019-09-15', '2019-09-16', '2019-09-17', '2019-09-18', '2019-09-19', '2019-09-20', '2019-09-21',
                   '2019-09-22', '2019-09-23', '2019-09-24', '2019-09-25', '2019-09-26', '2019-09-27', '2019-09-28',
                   '2019-09-29', '2019-09-30', '2019-10-01', '2019-10-02', '2019-10-03', '2019-10-04', '2019-10-05',
                   '2019-10-06', '2019-10-07', '2019-10-08', '2019-10-09', '2019-10-10', '2019-10-11', '2019-10-12',
                   '2019-10-13', '2019-10-14', '2019-10-15', '2019-10-16', '2019-10-17', '2019-10-18', '2019-10-19',
                   '2019-10-20', '2019-10-21', '2019-10-22', '2019-10-23', '2019-10-24', '2019-10-25', '2019-10-26',
                   '2019-10-27', '2019-10-28', '2019-10-29', '2019-10-30', '2019-10-31', '2019-11-01', '2019-11-02',
                   '2019-11-03', '2019-11-04', '2019-11-05', '2019-11-06', '2019-11-07', '2019-11-08', '2019-11-09',
                   '2019-11-10', '2019-11-11', '2019-11-12', '2019-11-13', '2019-11-14', '2019-11-15', '2019-11-16',
                   '2019-11-17', '2019-11-18', '2019-11-19', '2019-11-20', '2019-11-21', '2019-11-22', '2019-11-23',
                   '2019-11-24', '2019-11-25', '2019-11-26', '2019-11-27', '2019-11-28', '2019-11-29', '2019-11-30',
                   '2019-12-01', '2019-12-02', '2019-12-03', '2019-12-04', '2019-12-05', '2019-12-06', '2019-12-07',
                   '2019-12-08', '2019-12-09', '2019-12-10', '2019-12-11', '2019-12-12', '2019-12-13', '2019-12-14',
                   '2019-12-15', '2019-12-16', '2019-12-17', '2019-12-18', '2019-12-19', '2019-12-20', '2019-12-21',
                   '2019-12-22', '2019-12-23', '2019-12-24', '2019-12-25', '2019-12-26', '2019-12-27', '2019-12-28',
                   '2019-12-29', '2019-12-30', '2019-12-31', '2020-01-01', '2020-01-02', '2020-01-03', '2020-01-04',
                   '2020-01-05', '2020-01-06', '2020-01-07', '2020-01-08', '2020-01-09', '2020-01-10', '2020-01-11',
                   '2020-01-12', '2020-01-13', '2020-01-14', '2020-01-15', '2020-01-16', '2020-01-17', '2020-01-18',
                   '2020-01-19', '2020-01-20', '2020-01-21', '2020-01-22', '2020-01-23', '2020-01-24', '2020-01-25',
                   '2020-01-26', '2020-01-27', '2020-01-28', '2020-01-29', '2020-01-30', '2020-01-31', '2020-02-01',
                   '2020-02-02', '2020-02-03', '2020-02-04', '2020-02-05', '2020-02-06', '2020-02-07', '2020-02-08',
                   '2020-02-09', '2020-02-10', '2020-02-11', '2020-02-12', '2020-02-13', '2020-02-14', '2020-02-15',
                   '2020-02-16', '2020-02-17', '2020-02-18', '2020-02-19', '2020-02-20', '2020-02-21', '2020-02-22',
                   '2020-02-23', '2020-02-24', '2020-02-25', '2020-02-26', '2020-02-27', '2020-02-28', '2020-02-29',
                   '2020-03-01', '2020-03-02', '2020-03-03', '2020-03-04', '2020-03-05', '2020-03-06', '2020-03-07',
                   '2020-03-08', '2020-03-09', '2020-03-10', '2020-03-11', '2020-03-12', '2020-03-13', '2020-03-14',
                   '2020-03-15', '2020-03-16', '2020-03-17', '2020-03-18', '2020-03-19', '2020-03-20', '2020-03-21',
                   '2020-03-22', '2020-03-23', '2020-03-24', '2020-03-25', '2020-03-26', '2020-03-27', '2020-03-28',
                   '2020-03-29', '2020-03-30', '2020-03-31', '2020-04-01', '2020-04-02', '2020-04-03', '2020-04-04',
                   '2020-04-05', '2020-04-06', '2020-04-07', '2020-04-08', '2020-04-09', '2020-04-10', '2020-04-11',
                   '2020-04-12', '2020-04-13', '2020-04-14', '2020-04-15', '2020-04-16', '2020-04-17', '2020-04-18',
                   '2020-04-19', '2020-04-20', '2020-04-21', '2020-04-22', '2020-04-23', '2020-04-24', '2020-04-25',
                   '2020-04-26', '2020-04-27', '2020-04-28', '2020-04-29', '2020-04-30', '2020-05-01', '2020-05-02',
                   '2020-05-03', '2020-05-04', '2020-05-05', '2020-05-06', '2020-05-07', '2020-05-08', '2020-05-09',
                   '2020-05-10', '2020-05-11', '2020-05-12', '2020-05-13', '2020-05-14', '2020-05-15', '2020-05-16',
                   '2020-05-17', '2020-05-18', '2020-05-19', '2020-05-20', '2020-05-21', '2020-05-22', '2020-05-23',
                   '2020-05-24', '2020-05-25', '2020-05-26', '2020-05-27', '2020-05-28', '2020-05-29', '2020-05-30',
                   '2020-05-31', '2020-06-01', '2020-06-02', '2020-06-03', '2020-06-04', '2020-06-05', '2020-06-06',
                   '2020-06-07', '2020-06-08', '2020-06-09', '2020-06-10', '2020-06-11', '2020-06-12', '2020-06-13',
                   '2020-06-14', '2020-06-15', '2020-06-16', '2020-06-17', '2020-06-18', '2020-06-19', '2020-06-20',
                   '2020-06-21', '2020-06-22', '2020-06-23', '2020-06-24', '2020-06-25', '2020-06-26', '2020-06-27',
                   '2020-06-28', '2020-06-29', '2020-06-30', '2020-07-01', '2020-07-02', '2020-07-03', '2020-07-04',
                   '2020-07-05', '2020-07-06', '2020-07-07', '2020-07-08', '2020-07-09', '2020-07-10', '2020-07-11',
                   '2020-07-12', '2020-07-13', '2020-07-14', '2020-07-15', '2020-07-16', '2020-07-17', '2020-07-18',
                   '2020-07-19', '2020-07-20', '2020-07-21', '2020-07-22', '2020-07-23', '2020-07-24', '2020-07-25',
                   '2020-07-26', '2020-07-27', '2020-07-28', '2020-07-29', '2020-07-30', '2020-07-31', '2020-08-01',
                   '2020-08-02', '2020-08-03', '2020-08-04', '2020-08-05', '2020-08-06', '2020-08-07', '2020-08-08',
                   '2020-08-09', '2020-08-10', '2020-08-11', '2020-08-12', '2020-08-13', '2020-08-14', '2020-08-15',
                   '2020-08-16', '2020-08-17', '2020-08-18', '2020-08-19', '2020-08-20', '2020-08-21', '2020-08-22',
                   '2020-08-23', '2020-08-24', '2020-08-25', '2020-08-26', '2020-08-27', '2020-08-28', '2020-08-29',
                   '2020-08-30', '2020-08-31', '2020-09-01', '2020-09-02', '2020-09-03', '2020-09-04', '2020-09-05',
                   '2020-09-06', '2020-09-07', '2020-09-08', '2020-09-09', '2020-09-10', '2020-09-11', '2020-09-12',
                   '2020-09-13', '2020-09-14', '2020-09-15', '2020-09-16', '2020-09-17', '2020-09-18', '2020-09-19',
                   '2020-09-20', '2020-09-21', '2020-09-22', '2020-09-23', '2020-09-24', '2020-09-25', '2020-09-26',
                   '2020-09-27', '2020-09-28', '2020-09-29', '2020-09-30', '2020-10-01', '2020-10-02', '2020-10-03',
                   '2020-10-04', '2020-10-05', '2020-10-06', '2020-10-07', '2020-10-08', '2020-10-09', '2020-10-10',
                   '2020-10-11', '2020-10-12', '2020-10-13', '2020-10-14', '2020-10-15', '2020-10-16', '2020-10-17',
                   '2020-10-18', '2020-10-19', '2020-10-20', '2020-10-21', '2020-10-22', '2020-10-23', '2020-10-24',
                   '2020-10-25', '2020-10-26', '2020-10-27', '2020-10-28', '2020-10-29', '2020-10-30', '2020-10-31',
                   '2020-11-01', '2020-11-02', '2020-11-03', '2020-11-04', '2020-11-05', '2020-11-06', '2020-11-07',
                   '2020-11-08', '2020-11-09', '2020-11-10', '2020-11-11', '2020-11-12', '2020-11-13', '2020-11-14',
                   '2020-11-15', '2020-11-16', '2020-11-17', '2020-11-18', '2020-11-19', '2020-11-20', '2020-11-21',
                   '2020-11-22', '2020-11-23', '2020-11-24', '2020-11-25', '2020-11-26', '2020-11-27', '2020-11-28',
                   '2020-11-29', '2020-11-30', '2020-12-01', '2020-12-02', '2020-12-03', '2020-12-04', '2020-12-05',
                   '2020-12-06', '2020-12-07', '2020-12-08', '2020-12-09', '2020-12-10', '2020-12-11', '2020-12-12',
                   '2020-12-13', '2020-12-14', '2020-12-15', '2020-12-16', '2020-12-17', '2020-12-18', '2020-12-19',
                   '2020-12-20', '2020-12-21', '2020-12-22', '2020-12-23', '2020-12-24', '2020-12-25', '2020-12-26',
                   '2020-12-27', '2020-12-28', '2020-12-29', '2020-12-30', '2020-12-31'],
             'y': [10000000, 10000000, 10000000, 10268954.7472, 10305393.5093, 10265478.3917, 10265378.2217,
                   10265378.2217, 10326818.2217, 10213348.2217, 10138704.2217, 10085024.2217, 9874458.2217,
                   9874458.2217, 9874458.2217, 9577323.2217, 9683490.2217, 9699804.2217, 9626199.2217, 9755413.2217,
                   9755413.2217, 9755413.2217, 9913663.2217, 9950336.2217, 9950060.2217, 10025684.2217, 10025684.2217,
                   10025684.2217, 10025684.2217, 10025684.2217, 10025684.2217, 10025684.2217, 10025684.2217,
                   10014238.2217, 10014238.2217, 10014238.2217, 10056409.2217, 10088900.2217, 10159754.2217,
                   10333409.2217, 10333064.2217, 10333064.2217, 10333064.2217, 10433461.2217, 10466443.2217,
                   10373569.2217, 10525906.2217, 10516973.2217, 10516973.2217, 10516973.2217, 10844450.2217,
                   10936543.2217, 11112397.2217, 11043902.2217, 11004990.2217, 11004990.2217, 11004990.2217,
                   10890887.2217, 10950318.2217, 11046746.2217, 11042114.2217, 11259169.2217, 11259169.2217,
                   11259169.2217, 11501416.2217, 11555165.2217, 11572733.2217, 11499593.2217, 11747687.2217,
                   11747687.2217, 11747687.2217, 11987773.2217, 11928790.2217, 11960628.2217, 12069819.2217,
                   11945016.2217, 11945016.2217, 11945016.2217, 12096405.2217, 12267408.2217, 12184441.2217,
                   12150483.2217, 12219849.2217, 12219849.2217, 12219849.2217, 12113649.2217, 12187390.2217,
                   12316554.2217, 12244001.2217, 12394638.2217, 12394638.2217, 12394638.2217, 12394638.2217,
                   12394638.2217, 12843079.2217, 12900260.1733, 12992116.9674, 12991847.268199999, 12991847.268199999,
                   12811051.268199999, 12853943.9986, 12753366.9986, 12763315.9986, 12606706.9986, 12606706.9986,
                   12606706.9986, 12675463.9986, 12788075.9986, 12826953.9986, 12928768.9986, 12886270.9986,
                   12886270.9986, 12886270.9986, 12777324.9986, 12862615.9986, 12789154.9986, 12811119.9986,
                   12829612.9986, 12829612.9986, 12829612.9986, 12829612.9986, 12935207.9986, 12952380.9986,
                   12998159.9986, 12798835.9986, 12798835.9986, 12798835.9986, 12676162.9986, 12733262.9986,
                   12853190.9986, 12884590.9986, 12906341.9986, 12906341.9986, 12906341.9986, 12957496.9986,
                   13061725.9986, 13070115.9986, 13091381.9986, 13062391.9986, 13062391.9986, 13062391.9986,
                   12964823.9986, 12916584.9986, 12854729.9986, 12939229.9986, 12976575.9986, 12976575.9986,
                   12976575.9986, 12976575.9986, 12976575.9986, 13040585.9986, 13005828.9986, 13063781.9986,
                   13063781.9986, 13063781.9986, 13069255.9986, 13182083.9986, 13344699.9986, 13462580.9986,
                   13525367.9986, 13525367.9986, 13525367.9986, 13413933.9986, 13584727.9986, 13510049.9986,
                   13599058.9986, 13554618.9986, 13554618.9986, 13554618.9986, 13714169.9986, 13654470.9986,
                   13670302.9986, 13451633.9986, 13627236.9986, 13627236.9986, 13627236.9986, 13807769.9986,
                   13864740.9986, 13751272.9986, 13826273.9986, 13837695.9986, 13837695.9986, 13837695.9986,
                   13867402.9986, 13684044.4485, 13746059.4324, 13739449.117899999, 13696768.117899999,
                   13696768.117899999, 13696768.117899999, 13668350.117899999, 13598895.117899999, 13577068.117899999,
                   13666171.117899999, 13434484.117899999, 13434484.117899999, 13434484.117899999, 12637846.117899999,
                   12694727.117899999, 13017182.117899999, 13082014.117899999, 13072876.117899999, 13072876.117899999,
                   13072876.117899999, 13129886.117899999, 13098792.117899999, 13022156.117899999, 13222702.117899999,
                   13139970.117899999, 13139970.117899999, 13139970.117899999, 13204493.117899999, 13224411.117899999,
                   13043095.117899999, 13152571.117899999, 13038617.117899999, 13038617.117899999, 13038617.117899999,
                   13169415.117899999, 13182626.117899999, 13159984.117899999, 13102687.117899999, 12958109.117899999,
                   12958109.117899999, 12958109.117899999, 13335688.117899999, 13499767.117899999, 13553822.117899999,
                   13743618.117899999, 13758754.117899999, 13758754.117899999, 13758754.117899999, 13861249.117899999,
                   13809315.117899999, 13939646.117899999, 13772961.117899999, 13853472.117899999, 13853472.117899999,
                   13853472.117899999, 13999756.117899999, 14076153.117899999, 14277920.117899999, 14477045.117899999,
                   14501995.117899999, 14501995.117899999, 14501995.117899999, 14619178.117899999, 14606610.117899999,
                   14613027.117899999, 14664049.117899999, 14704394.117899999, 14704394.117899999, 14704394.117899999,
                   14737453.117899999, 14694826.117899999, 14750758.117899999, 14904808.117899999, 14595958.117899999,
                   14595667.9419, 14595667.9419, 14590886.9419, 14530109.9419, 14535775.9419, 14408076.9419,
                   14311520.9419, 14311520.9419, 14311520.9419, 14068215.9419, 14099187.9419, 14095858.9419,
                   14022215.9419, 14109245.9419, 14109245.9419, 14109245.9419, 14109245.9419, 14109245.9419,
                   14109245.9419, 14109245.9419, 14109245.9419, 14109245.9419, 14109245.9419, 14255673.9419,
                   14733075.8546, 14827631.645599999, 14869849.093999999, 14991942.3349, 14991942.3349, 14991942.3349,
                   14620891.3349, 14704065.3349, 14410106.3349, 14306310.3349, 14542548.3349, 14542548.3349,
                   14542548.3349, 14790840.3349, 14697842.3349, 14998792.3349, 15034176.3349, 14997320.3349,
                   14997320.3349, 14997320.3349, 14812885.3349, 14815766.3349, 14872641.3349, 14824015.3349,
                   14664946.3349, 14664946.3349, 14664946.3349, 15064241.3349, 15186609.3349, 15213102.3349,
                   15238566.3349, 15235304.3349, 15235304.3349, 15235304.3349, 15546239.3349, 15347626.3349,
                   15150199.3349, 15193175.3349, 14623805.3349, 14623805.3349, 14623805.3349, 14963949.3349,
                   14845688.3349, 14946906.3349, 14501108.3349, 14622848.3349, 14622848.3349, 14622848.3349,
                   14272039.3349, 14559120.3349, 14652034.3349, 14521248.3349, 14697218.3349, 14697218.3349,
                   14697218.3349, 14370365.3349, 14123897.3349, 14404730.3349, 14194541.3349, 14440877.3349,
                   14440877.3349, 14440877.3349, 14680049.3349, 14524917.3349, 14757881.3349, 14818351.3349,
                   14888427.3349, 14888427.3349, 14888427.3349, 14862914.3349, 15000389.3349, 14956207.3349,
                   15089059.3349, 14942332.3349, 14942332.3349, 14942332.3349, 14918554.3349, 14919496.3349,
                   14676297.3349, 14704771.3349, 14912927.3349, 14912927.3349, 14912927.3349, 14912927.3349,
                   15018547.3349, 15241965.5258, 15320476.3983, 15553214.2983, 15552954.6729, 15552954.6729,
                   15560546.6729, 15535333.6729, 15708253.6729, 15703024.6729, 15496589.6729, 15496589.6729,
                   15496589.6729, 15200414.6729, 15401635.6729, 15162135.6729, 15333109.6729, 15429756.6729,
                   15429756.6729, 15429756.6729, 15587062.6729, 15886915.6729, 15832373.6729, 15802120.6729,
                   15890476.6729, 15890476.6729, 15890476.6729, 15767187.6729, 15509705.6729, 15569209.6729,
                   15283660.6729, 15525922.6729, 15525922.6729, 15525922.6729, 15517726.6729, 14673230.6729,
                   14534909.6729, 14835479.6729, 14383660.6729, 14383660.6729, 14383660.6729, 14983651.6729,
                   15118088.6729, 15310090.6729, 15310090.6729, 15310090.6729, 15310090.6729, 15310090.6729,
                   15310090.6729, 15310090.6729, 15310090.6729, 15806069.6729, 15817080.6729, 15817080.6729,
                   15817080.6729, 16176984.6729, 16071645.6729, 16349596.6729, 16706048.6729, 16527072.6729,
                   16527072.6729, 16527072.6729, 16565497.6729, 16604842.6729, 16614050.6729, 16582616.6729,
                   16932556.6729, 16932556.6729, 16932556.6729, 17396708.6729, 17380535.6729, 17149899.6729,
                   17014424.6729, 16775246.6729, 16775246.6729, 16775246.6729, 16967212.6729, 16815036.6729,
                   16709851.6729, 16585035.6729, 15656390.6729, 15656390.6729, 15656390.6729, 16075478.6729,
                   16449036.6729, 16232420.6729, 16268464.6729, 16453905.6729, 16453905.6729, 16453905.6729,
                   16345501.6729, 16497196.146000002, 16677134.198000003, 16676809.590200001, 16676809.590200001,
                   16676809.590200001, 16676809.590200001, 16881942.590200003, 16932158.2531, 16992975.2531,
                   16957996.2531, 17129119.2531, 17129119.2531, 17129119.2531, 17086927.2531, 16734736.253100002,
                   16791472.2531, 16957364.2531, 16493030.253100002, 16493030.253100002, 16493030.253100002,
                   16443265.253100002, 17234457.2531, 17089823.2531, 16435924.253100002, 16362589.253100002,
                   16362589.253100002, 16362589.253100002, 16362589.253100002, 16362589.253100002, 16509001.253100002,
                   16740224.253100002, 16809765.2531, 16809765.2531, 16809765.2531, 17391764.2531, 17600872.2531,
                   17485875.2531, 17663478.2531, 17629456.2531, 17629456.2531, 17629456.2531, 17777653.2531,
                   17793757.2531, 17796293.2531, 17879447.2531, 17974110.2531, 17974110.2531, 17974110.2531,
                   18350145.2531, 18731344.2531, 18617024.2531, 18766531.2531, 18853390.2531, 18853390.2531,
                   18853390.2531, 18113197.2531, 17824517.2531, 17246472.2531, 17677464.2531, 17401520.2531,
                   17401520.2531, 17401520.2531, 17462590.2531, 18060045.2531, 18234144.2531, 17974365.2531,
                   17815509.2531, 17815509.2531, 17815509.2531, 17831422.2531, 17935238.2531, 17845319.2531,
                   17844225.2531, 17469175.2531, 17469175.2531, 17469175.2531, 17469175.2531, 16360456.253100002,
                   16845054.2531, 16599020.253100002, 16962950.2531, 16962950.2531, 16962950.2531, 17001090.2531,
                   17121702.2531, 16859631.2531, 16786815.2531, 17250216.2531, 17250216.2531, 17250216.2531,
                   16902658.2531, 16841929.190700002, 16646167.400600001, 16264655.072400002, 16387063.448200002,
                   16387063.448200002, 16387063.448200002, 16821700.448200002, 17265744.448200002, 16991655.448200002,
                   17376463.448200002, 17470965.448200002, 17470965.448200002, 17470965.448200002, 17542660.448200002,
                   17526635.448200002, 17404465.448200002, 17426766.448200002, 17900791.448200002, 17900791.448200002,
                   17900791.448200002, 18309166.448200002, 18685099.448200002, 18729615.448200002, 18514908.448200002,
                   18783529.448200002, 18783529.448200002, 18783529.448200002, 18663476.448200002, 18796721.448200002,
                   18204508.448200002, 18165508.448200002, 18006179.448200002, 18006179.448200002, 18006179.448200002,
                   17891212.448200002, 18396876.448200002, 18218497.448200002, 18403212.448200002, 18348348.448200002,
                   18348348.448200002, 18348348.448200002, 18439079.448200002, 18292747.448200002, 17899737.448200002,
                   17515249.448200002, 17324589.448200002, 17324589.448200002, 17324589.448200002, 17438100.448200002,
                   17738388.448200002, 17639471.448200002, 17658437.448200002, 17594190.448200002, 17594190.448200002,
                   17594190.448200002, 17882158.448200002, 17914809.448200002, 17819257.448200002, 17628927.448200002,
                   17508217.448200002, 17508217.448200002, 17508217.448200002, 17534072.448200002, 17680954.448200002,
                   17347741.448200002, 17140441.448200002, 17394673.448200002, 17394673.448200002, 17394673.448200002,
                   17275472.448200002, 17074229.448200002, 17023763.448200002, 17061034.448200002, 17087327.448200002,
                   17087327.448200002, 17087327.448200002, 16892103.448200002, 17333149.448200002, 17372345.448200002,
                   17336281.448200002, 17616452.448200002, 17616452.448200002, 17616452.448200002, 17616452.448200002,
                   17494537.448200002, 17634363.448200002, 17593010.448200002, 17759527.448200002, 17759527.448200002,
                   17759527.448200002, 17759527.448200002, 17759527.448200002, 17759527.448200002, 17759527.448200002,
                   17759527.448200002, 17759527.448200002, 17759527.448200002, 17319179.448200002, 17384779.6843,
                   17425188.5179, 16427009.455900002, 16325877.790700002, 16325877.790700002, 16325877.790700002,
                   16193977.790700002, 15907699.790700002, 16073944.790700002, 15703153.790700002, 16019338.790700002,
                   16019338.790700002, 16019338.790700002, 16832595.790700004, 16749249.790700002, 16772497.790700002,
                   16773470.790700002, 16920275.790700004, 16920275.790700004, 16920275.790700004, 16697195.790700002,
                   17114152.790700004, 17300208.790700004, 17424780.790700004, 17800511.790700004, 17800511.790700004,
                   17800511.790700004, 17729828.790700004, 17764118.790700004, 17770334.790700004, 17715130.790700004,
                   17751815.790700004, 17751815.790700004, 17751815.790700004, 18298982.790700004, 18472646.790700004,
                   18650451.790700004, 19026875.790700004, 19302257.790700004, 19302257.790700004, 19302257.790700004,
                   19498813.790700004, 19124841.790700004, 19233104.790700004, 19303219.790700004, 18684874.790700004,
                   18684874.790700004, 18684874.790700004, 18553734.790700004, 18803817.790700004, 19118792.790700004,
                   18645219.790700004, 18714330.790700004, 18714330.790700004, 18714330.790700004, 19214070.790700004,
                   19094917.790700004, 18977234.790700004, 18456781.790700004, 18706844.790700004, 18706844.790700004,
                   18706844.790700004, 18492575.790700004, 18764412.790700004, 18861888.790700004, 19261503.790700004,
                   18876315.790700004, 18876315.790700004, 18876315.790700004, 18871642.790700004, 18655960.790700004,
                   18520337.790700004, 18572286.790700004, 18497459.790700004, 18497459.790700004, 18497459.790700004,
                   18562567.790700004, 18418723.790700004, 18249323.790700004, 18284047.790700004, 18350529.790700004,
                   18350529.790700004, 18350529.790700004, 18350529.790700004, 18350529.790700004, 18386156.790700004,
                   18170899.0872, 18714469.4155, 18714108.109, 18714108.109, 19040475.109, 19045618.729500003,
                   19019117.729500003, 18881645.729500003, 19020738.729500003, 19020738.729500003, 19020738.729500003,
                   18812785.729500003, 18931716.729500003, 18969124.729500003, 18933001.729500003, 19130198.729500003,
                   19130198.729500003, 19130198.729500003, 19373684.729500003, 19111819.729500003, 19320545.729500003,
                   19511480.729500003, 19205645.729500003, 19205645.729500003, 19205645.729500003, 19357653.729500003,
                   19070978.729500003, 18900082.729500003, 18480779.729500003, 18797049.729500003, 18797049.729500003,
                   18797049.729500003, 18797049.729500003, 18797049.729500003, 18797049.729500003, 18797049.729500003,
                   18797049.729500003, 18797049.729500003, 18797049.729500003, 19339774.729500003, 19501168.729500003,
                   19810531.729500003, 19941586.729500003, 19939020.729500003, 19939020.729500003, 19939020.729500003,
                   20474380.729500003, 20477192.729500003, 20658351.729500003, 20755832.729500003, 21333135.729500003,
                   21333135.729500003, 21333135.729500003, 22385632.729500003, 22583128.729500003, 22620990.729500003,
                   22732579.729500003, 22856643.729500003, 22856643.729500003, 22856643.729500003, 23492055.729500003,
                   23956400.729500003, 24064713.729500003, 24106772.729500003, 23204121.729500003, 23204121.729500003,
                   23204121.729500003, 23902388.729500003, 24235353.729500003, 23830622.729500003, 23649568.729500003,
                   24156795.729500003, 24156795.729500003, 24156795.729500003, 25044296.729500003, 24965085.729500003,
                   25163568.729500003, 25196022.729500003, 25122956.729500003, 25122956.729500003, 25122956.729500003,
                   25341225.729500003, 24829476.729500003, 24853754.729500003, 24188412.729500003, 24907045.729500003,
                   24907045.729500003, 24907045.729500003, 25940837.729500003, 25974629.151, 26042157.7042,
                   26193423.4773, 26192837.8528, 26192837.8528, 26192837.8528, 26608408.8528, 26841405.8528,
                   26115975.8528, 25548977.8528, 25331764.8528, 25331764.8528, 25331764.8528, 25118260.8528,
                   25513481.8528, 25586957.8528, 25720832.8528, 25805078.8528, 25805078.8528, 25805078.8528,
                   25766996.8528, 25026666.8528, 25055818.8528, 24142461.8528, 23715569.8528, 23715569.8528,
                   23715569.8528, 22725790.8528, 23255340.8528, 23255340.8528, 23255340.8528, 23255340.8528,
                   23255340.8528, 23255340.8528, 21637935.8528, 21926228.8528, 21736728.8528, 21315494.8528,
                   21888684.8528, 21888684.8528, 21888684.8528, 21622628.8528, 21411545.8528, 21443168.8528,
                   21606091.8528, 20799744.8528, 20799744.8528, 20799744.8528, 20514562.8528, 20929097.8528,
                   20940138.8528, 20495489.8528, 20144793.8528, 20144793.8528, 20144793.8528, 20911002.8528,
                   20858094.8528, 21001541.8528, 20771195.8528, 20790545.8528, 20790545.8528, 20790545.8528,
                   20720590.8528, 20439699.8528, 20646067.8528, 20243631.8528, 20243631.8528, 20243631.8528,
                   20243631.8528, 20465704.8528, 21157030.8528, 21016668.8528, 21180037.8528, 20921751.8528,
                   20921751.8528, 20921751.8528, 21082204.8528, 20960125.8528, 21187096.8528, 21499155.8528,
                   21181998.8528, 21181998.8528, 21181998.8528, 21186148.8528, 20838054.8528, 20892404.8528,
                   21002749.8528, 20615684.8528, 20615684.8528, 20615684.8528, 21097432.8528, 21323643.3035,
                   21478577.0121, 21646223.2135, 21609888.466500003, 21609888.466500003, 21609888.466500003,
                   21247675.466500003, 21334244.466500003, 20910412.466500003, 21126824.466500003, 21008254.466500003,
                   21008254.466500003, 21008254.466500003, 21168332.466500003, 20802330.466500003, 20864882.466500003,
                   20496801.466500003, 20599920.466500003, 20599920.466500003, 20599920.466500003, 19830924.466500003,
                   20055689.466500003, 20235404.466500003, 20191067.466500003, 20228443.466500003, 20228443.466500003,
                   20228443.466500003, 20230464.466500003, 20369679.466500003, 20162901.466500003, 19998109.466500003,
                   19661483.466500003, 19661483.466500003, 19661483.466500003, 19593532.466500003, 19063493.466500003,
                   19034261.466500003, 19176630.466500003, 19074533.466500003, 19074533.466500003, 19074533.466500003,
                   19408574.466500003, 19206778.466500003, 19416955.466500003, 19202873.466500003, 19212967.466500003,
                   19212967.466500003, 19212967.466500003, 19747126.466500003, 19914438.466500003, 19888965.466500003,
                   19830075.466500003, 19672075.466500003, 19672075.466500003, 19672075.466500003, 19594475.466500003,
                   19972644.466500003, 19951955.466500003, 19711393.466500003, 19589758.466500003, 19589758.466500003,
                   19589758.466500003, 19961586.466500003, 19984024.466500003, 20120712.466500003, 20439648.466500003,
                   20391808.466500003, 20391808.466500003, 20391808.466500003, 20667302.466500003, 20831069.466500003,
                   20710081.466500003, 20798081.466500003, 20798081.466500003, 20798081.466500003, 20798081.466500003,
                   20743914.466500003, 20173352.466500003, 20231029.466500003, 20548729.466500003, 20491097.466500003,
                   20491097.466500003, 20491097.466500003, 20181108.466500003, 20273623.466500003, 20174729.466500003,
                   19458558.466500003, 19686375.466500003, 19686375.466500003, 19686375.466500003, 19545493.466500003,
                   19545493.466500003, 19545493.466500003, 19545493.466500003, 19545493.466500003, 19545493.466500003,
                   19545493.466500003, 19545493.466500003, 19452989.466500003, 19628513.3581, 20058895.408800002,
                   20677287.043, 20676803.881, 20676803.881, 20976402.881, 20538303.881, 20248203.881, 20022631.881,
                   19553113.881, 19553113.881, 19553113.881, 19665269.881, 19779947.881, 19851740.881, 19881190.881,
                   20062792.881, 20062792.881, 20062792.881, 20411914.881, 20282643.881, 20300463.881, 20081387.881,
                   20326888.881, 20326888.881, 20326888.881, 20459703.881, 20545489.881, 20498941.881, 20617427.881,
                   20311957.881, 20311957.881, 20311957.881, 19695406.881, 19624534.881, 19415467.881, 19522882.881,
                   19260045.881, 19260045.881, 19260045.881, 19483233.881, 19746642.881, 19559747.881, 19743446.881,
                   19680053.881, 19680053.881, 19680053.881, 19712441.881, 19502959.881, 19463318.881, 19241758.881,
                   19373663.881, 19373663.881, 19373663.881, 19485845.881, 19534296.881, 19364962.881, 19549149.881,
                   19914244.881, 19914244.881, 19914244.881, 19812981.881, 19826666.881, 19820219.881, 19708732.881,
                   20190238.881, 20190238.881, 20190238.881, 20434946.881, 20677675.881, 20659356.881, 20974641.881,
                   21107528.881, 21107528.881, 21107528.881, 20853817.881, 21427752.881, 21710913.881, 21954103.881,
                   21593490.881, 21593490.881, 21593490.881, 21287548.881, 21451653.881, 21451653.881, 21790797.881,
                   21971962.5222, 21971198.9428, 21971198.9428, 22091002.9428, 22436447.3174, 22105980.7185,
                   22485058.7185, 22590721.7185, 22590721.7185, 22590721.7185, 23152080.7185, 23393771.7185,
                   23069240.7185, 22844803.7185, 22674002.7185, 22674002.7185, 22674002.7185, 23263977.7185,
                   23063357.7185, 23325938.7185, 22098701.7185, 22098701.7185, 22098701.7185, 22098701.7185,
                   22098701.7185, 22098701.7185, 22098701.7185, 22098701.7185, 22098701.7185, 22098701.7185,
                   22098701.7185, 19889467.7185, 19892076.7185, 20332070.7185, 20760373.7185, 21063279.7185,
                   21063279.7185, 21063279.7185, 21468578.7185, 21714152.7185, 21796727.7185, 21253514.7185,
                   21264060.7185, 21264060.7185, 21264060.7185, 22088511.7185, 22506963.7185, 22079917.7185,
                   22609408.7185, 23072557.7185, 23072557.7185, 23072557.7185, 23470177.7185, 23260659.7185,
                   22591135.7185, 22962752.7185, 21644501.7185, 21644501.7185, 21644501.7185, 22809090.7185,
                   22893618.7185, 23015907.7185, 23553523.7185, 23517542.7185, 23517542.7185, 23517542.7185,
                   22707977.7185, 23137921.7185, 22621919.7185, 22004851.7185, 21745950.7185, 21745950.7185,
                   21745950.7185, 21057959.7185, 20798552.7185, 20348861.7185, 20587149.7185, 20998439.7185,
                   20998439.7185, 20998439.7185, 20494023.7185, 20884984.7185, 21122268.7185, 20956053.7185,
                   21101704.7185, 21101704.7185, 21101704.7185, 20807288.7185, 20716478.7185, 20569314.7185,
                   21143065.8371, 20768453.6265, 20768095.3554, 20768095.3554, 20768095.3554, 21325791.3554,
                   21385965.7525, 21482389.7525, 20811139.7525, 20811139.7525, 20811139.7525, 20428952.7525,
                   20778388.7525, 20432922.7525, 20499589.7525, 20571194.7525, 20571194.7525, 20571194.7525,
                   20677502.7525, 20564707.7525, 20899312.7525, 20901857.7525, 20352783.7525, 20352783.7525,
                   20352783.7525, 20184230.7525, 19733390.7525, 19788063.7525, 20125112.7525, 20125112.7525,
                   20125112.7525, 20125112.7525, 20125112.7525, 20125112.7525, 20350018.7525, 20092121.7525,
                   20368639.7525, 20368639.7525, 20368639.7525, 20293668.7525, 20096275.7525, 20170052.7525,
                   19981136.7525, 20074010.7525, 20074010.7525, 20074010.7525, 20014463.7525, 20175408.7525,
                   19826443.7525, 19743003.7525, 19417249.7525, 19417249.7525, 19417249.7525, 19376789.7525,
                   19658677.7525, 19498928.7525, 19425076.7525, 19708628.7525, 19708628.7525, 19708628.7525,
                   20216278.7525, 20421647.7525, 20222573.7525, 20343568.7525, 20212682.7525, 20212682.7525,
                   20212682.7525, 19723515.7525, 19725837.7525, 19660889.7525, 19315011.7525, 19255160.7525,
                   19255160.7525, 19255160.7525, 19139422.7525, 19582046.7525, 19564736.7525, 19661241.7525,
                   19782758.7525, 19782758.7525, 19782758.7525, 19742771.7525, 19698076.7525, 19960432.7525,
                   19960432.7525, 19960432.7525, 19960432.7525, 19960432.7525, 20072629.7525, 20452855.7525,
                   20747688.7525, 20786080.0343, 20852751.3741, 20852275.8777, 20852275.8777, 21626234.8777,
                   22038538.9355, 22790392.9355, 23256855.9355, 23109221.9355, 23109221.9355, 23109221.9355,
                   23883970.9355, 23862151.9355, 22609009.9355, 21443045.9355, 21605328.9355, 21605328.9355,
                   21605328.9355, 22207651.9355, 22315768.9355, 22428691.9355, 22348085.9355, 21474874.9355,
                   21474874.9355, 21474874.9355, 21647576.9355, 21669905.9355, 22265702.9355, 22538804.9355,
                   22774430.9355, 22774430.9355, 22774430.9355, 23283308.9355, 23548098.9355, 23469838.9355,
                   23292304.9355, 22883340.9355, 22883340.9355, 22883340.9355, 22260562.9355, 21953015.9355,
                   21621632.9355, 21673768.9355, 22092895.9355, 22092895.9355, 22092895.9355, 22514788.9355,
                   22677400.9355, 22183772.9355, 21804338.9355, 22041871.9355, 22041871.9355, 22041871.9355,
                   22355612.9355, 22360143.9355, 21574940.9355, 21606590.9355, 22150881.9355, 22150881.9355,
                   22150881.9355, 22191105.9355, 22184628.9355, 21909842.9355, 21489747.9355, 21331535.9355,
                   21331535.9355, 21331535.9355, 20470238.9355, 20667675.9355, 19978462.9355, 19818251.9355,
                   20348254.9355, 20348254.9355, 20348254.9355, 20672284.9355, 20674641.9355, 20699267.9355,
                   20695780.9355, 20925980.9355, 20925980.9355, 20925980.9355, 20747743.9355, 20461690.9355,
                   20833292.9355, 20087142.9355, 20054042.9355, 20054042.9355, 20054042.9355, 20068746.9355,
                   20223777.9355, 20258093.9355, 20258093.9355, 20258093.9355, 20258093.9355, 20258093.9355,
                   20258093.9355, 20258093.9355, 20258093.9355, 20258093.9355, 20845235.9355, 20843824.8219,
                   20843824.8219, 21499368.8219, 21398971.9815, 21584459.4409, 21357369.4409, 21511116.4409,
                   21511116.4409, 21511116.4409, 20853890.4409, 21192205.4409, 20303633.4409, 19978157.4409,
                   19483837.4409, 19483837.4409, 19483837.4409, 19812015.4409, 19809493.4409, 19248759.4409,
                   19423319.4409, 18632999.4409, 18632999.4409, 18632999.4409, 18386133.4409, 18727893.4409,
                   18517777.4409, 18670447.4409, 18429116.4409, 18429116.4409, 18429116.4409, 18884072.4409,
                   18464252.4409, 17914155.4409, 17788363.4409, 17643433.4409, 17643433.4409, 17643433.4409,
                   17801788.4409, 17400723.4409, 17361405.4409, 17565304.4409, 17568142.4409, 17568142.4409,
                   17568142.4409, 17893252.4409, 17679121.4409, 17495440.4409, 17231175.4409, 17091884.4409,
                   17091884.4409, 17091884.4409, 17136851.4409, 17454588.4409, 17593868.4409, 17710281.4409,
                   17757915.4409, 17757915.4409, 17757915.4409, 17899619.4409, 17845709.4409, 17780740.4409,
                   18100105.4409, 18047672.4409, 18047672.4409, 18047672.4409, 18344788.4409, 18226601.4409,
                   17807060.4409, 17913081.4409, 17536357.4409, 17536357.4409, 17536357.4409, 17969528.4409,
                   18405370.4409, 18274903.4409, 17875387.4409, 18185000.4409, 18185000.4409, 18185000.4409,
                   18364347.4409, 18299565.4409, 18484061.4409, 18645972.4409]}
    a.draw_daily_value(data4["x"], data4["y"])