本文主要是介绍可转债全部历史因子数据,提供api支持,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!
今天在写可转债系统,顺便下载了一下服务器的可转债数据,给大家研究使用
from trader_tool.stock_data import stock_data
from trader_tool.lude_data_api import lude_data_api
import os
class convertible_bond_back_test_system:
'''
可转债回测系统
'''
def __init__(self,start_date='20180101',end_date='20240612'):
self.start_date=start_date
self.end_date=end_date
self.path=os.path.dirname(os.path.abspath(__file__))
self.lude_data_api=lude_data_api()
self.stock_data=stock_data()
def down_all_data(self):
'''
下载服务器可转债全部数据
'''
trader_list=self.stock_data.get_trader_date_list(start_date=self.start_date,end_date=self.end_date)
for date in trader_list:
all_path=os.listdir(r'{}\data'.format(self.path))
main_path='{}.csv'.format(date)
if main_path in all_path:
print('{}已经下载'.format(main_path))
else:
df=self.lude_data_api.get_bond_data(date=date)
stats=df['数据状态'].tolist()[-1]
if stats==True:
try:
del df['更新时间']
except Exception as e:
print(e)
try:
del df['数据时间']
except Exception as e:
print(e)
df.to_csv(r'{}\data\{}'.format(self.path,main_path))
print('{}交易日数据下载完成'.format(date))
else:
print('{}交易日没有数据'.format(date))
if __name__=='__main__':
backtrader=convertible_bond_back_test_system()
backtrader.down_all_data()
原始的数据来自禄得,不用在商业用途,感谢老师的数据
网页 https://lude.cc/
我网页也支持数据下载 网页 http://120.78.132.143:8023/
点击可转债数据,禄得数据
可以点击下载数据,选择日期
下载的数据
利用程序自动下载全部历史的数据
全部的历史数据
需要全部数据的直接回复20240612就可以
下载我服务器数据的api
import pandas as pd
import requests
import json
class lude_data_api:
def __init__(self,url='http://120.78.132.143',port='8023',password='123456'):
'''
手动下载存数据库
禄得数据api
url服务器
port端口
password授权码
'''
self.url=url
self.port=port
self.password=password
def get_bond_data(self,date='2024-04-26'):
'''
获取可转债数据
'''
url='{}:{}/_dash-update-component'.format(self.url,self.port)
headers={'Content-Type':'application/json'}
data={"output":"lude_data_maker_table.data@669dd4696a628d8290353c138057eb97",
"outputs":{"id":"lude_data_maker_table","property":"data@669dd4696a628d8290353c138057eb97"},
"inputs":[{"id":"password","property":"value","value":self.password},
{"id":"lude_data_data_type","property":"value","value":"禄得数据"},
{"id":"lude_data_end_date","property":"date","value":date},
{"id":"lude_data_run","property":"value","value":"运行"},
{"id":"lude_data_down_data","property":"value","value":"不下载数据"}],
"changedPropIds":["lude_data_run.value"]}
res=requests.post(url=url,data=json.dumps(data),headers=headers)
text=res.json()
df=pd.DataFrame(text['response']['lude_data_maker_table']['data'])
return df
def get_bond_spot_data(self,date='2024-05-23'):
'''
获取可转债实时数据
'''
url='{}:{}/_dash-update-component'.format(self.url,self.port)
headers={'Content-Type':'application/json'}
data={"output":"lude_data_maker_table.data@669dd4696a628d8290353c138057eb97",
"outputs":{"id":"lude_data_maker_table","property":"data@669dd4696a628d8290353c138057eb97"},
"inputs":[{"id":"password","property":"value","value":self.password},
{"id":"lude_data_data_type","property":"value","value":"实时数据"},
{"id":"lude_data_end_date","property":"date","value":date},
{"id":"lude_data_run","property":"value","value":"运行"},
{"id":"lude_data_down_data","property":"value","value":"不下载数据"}],
"changedPropIds":["lude_data_run.value"]}
res=requests.post(url=url,data=json.dumps(data),headers=headers)
text=res.json()
df=pd.DataFrame(text['response']['lude_data_maker_table']['data'])
return df
if __name__=='__main__':
models=lude_data_api()
df=models.get_bond_data(date='2024-05-23')
print(df)
df=models.get_bond_spot_data(date='2024-05-23')
这篇关于可转债全部历史因子数据,提供api支持的文章就介绍到这儿,希望我们推荐的文章对编程师们有所帮助!