python:talib 计算 KDJ

talib 计算 KDJ值对应的函数是Stochastic Oscillator Slow (Stoch),

其返回值有两个,一个是快速确认线值,另外一个是慢速主干线值。KDJ 需要至少最近9天的数据。

talib_kdj.py

# -*- coding: utf-8 -*-
import os, sys
import tushare as ts
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import talib

if len(sys.argv) ==2:
    code = sys.argv[1]
else:
    print('usage: python talib_obv.py stockcode ')
    sys.exit(1)

if len(code) !=6:
    print('stock code length: 6')
    sys.exit(2)

df = ts.get_k_data(code)
df = df[ df['date'] >'2019-01-01']
if len(df) <10:
    print(" len(df) <10 ")
    sys.exit(2)

dw = pd.DataFrame()
# KDJ 值对应的函数是 STOCH
dw['slowk'], dw['slowd'] = talib.STOCH(
			df['high'].values, 
			df['low'].values, 
			df['close'].values,
                        fastk_period=9,
                        slowk_period=3,
                        slowk_matype=0,
                        slowd_period=3,
                        slowd_matype=0)
dw.index = range(len(dw))
print(len(dw))

df.index = pd.to_datetime(df.date)
# 画股票收盘价图
fig,axes = plt.subplots(2,1)
df[['close']].plot(ax=axes[0], grid=True, title=code)
# 画 KDJ 曲线图
dw[['slowk', 'slowd']].plot(ax=axes[1], grid=True)
plt.show()

运行  python talib_kdj.py 600030

参考: http://www.361way.com/talib-macd-kdj/6138.html

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转载自blog.csdn.net/belldeep/article/details/103225844