pyecharts是一款将python与echarts结合的强大的数据可视化工具
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pyechats里使用 Kline 画 K 线图
示例
from pyecharts import Kline v1 = [[2295.35, 2346.5, 2295.35, 2345.92], [2347.22, 2358.98, 2337.35, 2363.8], [2360.75, 2382.48, 2347.89, 2383.76], [2383.43, 2385.42, 2371.23, 2391.82], [2377.41, 2419.02, 2369.57, 2421.15], [2425.92, 2428.15, 2417.58, 2440.38], [2411, 2433.13, 2403.3, 2437.42], [2432.68, 2334.48, 2427.7, 2441.73], [2430.69, 2418.53, 2394.22, 2433.89], [2416.62, 2432.4, 2414.4, 2443.03], [2441.91, 2421.56, 2418.43, 2444.8], [2420.26, 2382.91, 2373.53, 2427.07], [2383.49, 2397.18, 2370.61, 2397.94], [2378.82, 2325.95, 2309.17, 2378.82], [2322.94, 2314.16, 2308.76, 2330.88], [2320.62, 2325.82, 2315.01, 2338.78], [2313.74, 2293.34, 2289.89, 2340.71], [2297.77, 2313.22, 2292.03, 2324.63], [2322.32, 2365.59, 2308.92, 2366.16], [2364.54, 2359.51, 2330.86, 2369.65], [2332.08, 2273.4, 2259.25, 2333.54], [2274.81, 2326.31, 2270.1, 2328.14], [2333.61, 2347.18, 2321.6, 2351.44], [2340.44, 2324.29, 2304.27, 2352.02], [2326.42, 2318.61, 2314.59, 2333.67], [2314.68, 2310.59, 2296.58, 2320.96], [2309.16, 2286.6, 2264.83, 2333.29], [2282.17, 2263.97, 2253.25, 2286.33], [2255.77, 2270.28, 2253.31, 2276.22],[2300, 2291.3, 2288.26, 2308.38]] kline = Kline("K 线图示例") kline.add("日K", ["2020/9/{}".format(i + 1) for i in range(30)], v1) kline.render()
在根目录下生成
render.html
结合tushare 生成K线图
import numpy as np import pandas as pd import tushare as ts import mplfinance as mpf import matplotlib.pyplot as plt from pylab import mpl from datetime import datetime from pyecharts import Kline pro = ts.pro_api('你的token') df = pro.daily(ts_code='000001.SZ', start_date='20200301', end_date='20201001') df.index=pd.to_datetime(df.trade_date) df=df.sort_index() v1=list(df.loc[:,['open','close','low','high']].values) t=df.index v0=list(t.strftime('%Y%m%d')) kline = Kline("平安银行K线图",title_text_size=15) kline.add("", v0, v1,is_datazoom_show=True, mark_line=["average"], mark_point=["max", "min"], mark_point_symbolsize=60, mark_line_valuedim=['highest', 'lowest'] ) kline.render()
说明:
如果出现
ImportError: cannot import name ‘Kline’ from ‘pyecharts’
先删除pyecharts
pip uninstall pyecharts
再手动指定安装0.1.9.4版本的pyecharts
pip install pyecharts==0.1.9.4
原创文章,作者:奋斗,如若转载,请注明出处:https://blog.ytso.com/20463.html