利用python同步股票的财务数,进行基本面辅助分析:
# coding: UTF-8
import hashlib
import zipfile
import time
import pandas as pd
import requests
import threading
import sys
import os
from retry import retry
from queue import Queue
#########################
# 读取通达信专业财务数据
######################
class TDXFinance:
tdxCwPath = ""
fileType = ".pkl"
subjectsPath = "investment/tdxSubjects.csv"
fileInfoColumns = ['filename', 'md5', 'filesize']
def __init__(self, cwPath, fileType, subjectsPath="investment/tdxSubjects.csv"):
self.tdxCwPath = cwPath
self.fileType = fileType
self.subjectsPath = subjectsPath
def read_cat(self):
df = pd.read_csv('tdxSubjectCat.csv', header=0)
return df
def read_subjects(self, cat=0):
subjects = pd.read_csv(self.subjectsPath, sep='--', header=0, encoding="UTF-8", engine='python')
if cat > 0: # 只返回指定的分类科目
return subjects.loc[subjects['cat'] == cat]
return subjects
# 根据代码 @param code example:600019
# 日期 @param date example:202209030 一般为每季的最后一天
def get_all_infos(self, date, code):
df = self.get_all_finance(date)
return df.loc[df[0] == code]
# 根据代码 @param code example:600019
# 日期 @param date example:202209030 一般为每季的最后一天
# 科目 @param subject (1~580) @see read_subject()
def get_info_by_subject(self, code, date, *subject):
pass
# 获取指定日期的所有公司财务数据
# 日期 @param date YYYY0331,YYYY0930,YYYY1231
def get_all_finance(self, date):
pkl_path=self.tdxCwPath + os.sep + 'gpcw' + date + self.fileType
dat_path=self.tdxCwPath+os.sep+'gpcw'+date+".dat"
pkl_size=os.stat(pkl_path).st_size
dat_size=os.stat(dat_path).st_size
if pkl_size= file_size:
return file_size
self.fd = open(name, "wb") # 续传时直接rb+ 文件不存在时会报错,先wb再rb+
self.fd.truncate(self.total) # 建一个和下载文件一样大的文件,不是必须的,stream=True时会用到
self.fd.close()
# self.fd = open(self.name, "rb+") # 续传时ab方式打开时会强制指针指向文件末尾,seek并不管用,应用rb+模式
thread_list = []
ts_queue = Queue() # 用队列的线程安全特性,以列表的形式把开始和结束加到队列
for ran in self.get_range():
start_, end_ = ran
ts_queue.put((start_, end_))
for i in range(self.num):
t = threading.Thread(target=self.download, name='th-' + str(i), kwargs={'ts_queue': ts_queue})
t.setDaemon(True)
thread_list.append(t)
for t in thread_list:
t.start()
for t in thread_list:
t.join() # 设置等待,全部线程完事后再继续
self.fd.close()
def sync():
cwPath = "/www/py/cw" # '/Users/luoshunkui/jpworkspace/cw/gpcw' #d:\\gjdata\\cw\\gpcw
if sys.platform == 'win32' or sys.platform == 'cygwin':
cwPath = "d:\\gjdata\\cw"
if sys.platform=='darwin':
cwPath='/Users/luoshunkui/userdata/tdx/cw'
tdxFinance = TDXFinance(cwPath, ".pkl", "tdxSubjects.csv")
tdxFinance.update()
def test():
cwPath = "/www/py/cw" # linux下财务数据存储地址
if sys.platform == 'win32' or sys.platform == 'cygwin': # windows下的财务数据存储地址
cwPath = "d:\\gjdata\\cw"
if sys.platform=='darwin': # macos下的存储地址
cwPath='/Users/userdata/tdx/cw'
tdxFinance = TDXFinance(cwPath, ".pkl", "tdxSubjects.csv")
# cats = tdxFinance.read_cat()
# print(cats)
# subjects = tdxFinance.read_subjects(0)
# print(subjects)
# x, y, z = 10, 20, 30
# print(x)
# print(y)
# print(z)
print(sys.argv)
codes=[]
date=''
cats=tdxFinance.read_cat()
print(cats)
for arg in sys.argv:
if arg.startswith('code='):
codes=arg[5:].split(',')
if arg.startswith('date='):
date=arg[5:]
for code in codes:
infos = tdxFinance.get_all_infos(date, code)
print(infos)
if len(date)>0:
infos=tdxFinance.get_all_finance(date)
print(infos)
# print(float(infos[506])/10000)
# alls = tdxFinance.get_all_finance('20221231')
# print(alls)
# pf=alls.loc[alls[0].isin(['688778','603267'])]
# print(pf)
# alls1 = tdxFinance.get_all_finance('20210930')
# alls2 = tdxFinance.get_all_finance('20200930')
# alls3 = tdxFinance.get_all_finance('20190930')
# pf = alls.loc[alls[0].isin(['002539', '000902', '002258'])]
# print(pf)
# npf = pf.T
# print(npf)
# print(npf.index)
# nnpf = pd.merge(npf, subjects, left_index=True, right_on='code')
# print(nnpf)
# subject = 119
# yi = 100000000
# print(subjects.loc[subject])
# sum2019 = alls3[subject].sum()
# sum2020 = alls2[subject].sum()
# sum2021 = alls1[subject].sum()
# sum = alls[subject].sum()
# print(sum2019 / yi)
# print(sum2020 / yi)
# print(sum2021 / yi)
# print(sum / yi)
if __name__ == '__main__':
if 'test' in sys.argv:
test()
else:
sync()