#!/usr/bin/env python
# coding: utf-8

# In[19]:


import pandas as pd
from typing import Dict,List
from scr.pattern_detect import find_RoundingBottom
from scr.plotting import view_gride_chart


# # 数据读取
# 
# - 时间范围:2014-01-01至2023-02-07
# - 价格数据为后复权数据

# In[3]:


data:pd.DataFrame = pd.read_csv('data/data.csv',index_col=[0,1],parse_dates=[0])


# # 形态匹配
# 
# ## 形态定义
# 
# 1. 取当日向前追溯两年的股价数据进行**核回归**,根据核回归的结果找到所有局部极值点,对于每个极小值点$𝑃_{𝑙𝑜𝑤}$,找到其前面一个极大值点;
# 2. 在这个极大值点的邻域中(本文取前后20天范围内)找到股价序列的最大值,作为前一盘整区的高点,记为$𝑃_{ℎ𝑖𝑔ℎ}$，定义$𝑃_{ℎ𝑖𝑔ℎ}$到$𝑃_{𝑙𝑜𝑤}$的水平距离为圆弧的半弦长𝑑(要求𝑑大于10天);
# 3. 定义在$P_{𝑙𝑜𝑤}$前后𝑑天范围内的股价序列为s,收益率绝对值序列为r,检验是否满足圆弧底形态的条件:
#    1. s在$P_{low}$左(右)侧下跌(上涨)的所占比例大于某一参数(本文取0.4);
#    2. r的均值小于某一参数(本文取0.03);
#    3. $(P_{ℎ𝑖𝑔ℎ}⁄P_{low} − 1)/𝑑$、$(P_{𝑏𝑢𝑦}⁄P_{low}− 1)/𝑑$小于某一参数(本文取0.03);
# 4. 若识别为圆弧底形态,则在s的右半部分寻找是否存在大于$P_{ℎ𝑖𝑔ℎ}$且已经突破200日均线的点,若存在,则将第一个突破$P_{ℎ𝑖𝑔ℎ}$的点作为买入点$𝑃_{𝑏𝑢𝑦}$。同时要求$(1 − p) ∗ (P_{ℎ𝑖𝑔ℎ} − 𝑃_{𝑙𝑜𝑤}) < 𝑃_{𝑏𝑢𝑦} − 𝑃_{𝑙𝑜𝑤} < (1 + p) ∗ (P_{ℎ𝑖𝑔ℎ} − 𝑃_{𝑙𝑜𝑤})$(本文中p取0.3);
# 
# 
# **下面为出现圆弧底时对应的买入/卖出点**
# 
# 5. 若开仓后的某日回归曲线中$𝑃_{𝑙𝑜𝑤}后面出现一个极大值点,则把当日作为卖出点$𝑃_{𝑠𝑒𝑙𝑙}$;
# 6. 如果下跌幅度超过10%则触发止损条件,卖出股票;
# 7. 对于其他极小值点-极大值点组合,重复上述过程。
# 
# 除了找到极值点用到了核回归的结果,其他步骤用的都是实际的价格数据.
# 
# 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)
# 
# **查找2023-02-07日当天符合圆弧底形态的股票**

# In[7]:


output: Dict = {
    code: find_RoundingBottom(
        slice_df.reset_index(level=1, drop=True), code=code
    )
    for code, slice_df in data.groupby(level='code')
}


# # 可视化结果

# In[12]:


output_df:pd.DataFrame = pd.DataFrame(output,index=['是否圆弧底','是否符合买入点']).T


# In[93]:


output_df.head()


# In[17]:


# 获取符合形态的股票
rounding_bottom:pd.DataFrame = output_df.query("是否圆弧底==True")

# 符合圆弧底形态的股票代码
codes:List = rounding_bottom.index.tolist()


# In[92]:


cols:int = 2
size:int = len(codes)
rows:int = size//2 + 1 if size%2 else size/2

view_gride_chart(codes,data,rows=rows,cols=cols,figsize=(20,rows*5+5))


# In[ ]:




