def send_mail(message, receipents=None):
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
if receipents is None:
receipents = "[email protected],[email protected]"
msg = MIMEMultipart('alternative')
msg['Subject'] = "Link"
msg['From'] = "*****@*****.**"
msg['To'] = receipents
text = config_service.getProperty(section_name=config_service.QUANTAXIS_RUNTIME_CONFIG_SECTION_NAME,
property_name=config_service.TEXT_PART_OF_EMAIL)
part1 = MIMEText("Crius Data Analysis Report", 'plain')
part2 = MIMEText(message, 'html')
msg.attach(part1)
msg.attach(part2)
acct = config_service.getProperty(section_name=config_service.GMAIL_SECTION_NAME,
property_name=config_service.GM_ACCOUNT_NAME)
password = config_service.getProperty(section_name=config_service.GMAIL_SECTION_NAME,
property_name=config_service.GM_PASSWORD_NAME)
server_name = config_service.getProperty(section_name=config_service.GMAIL_SECTION_NAME,
property_name=config_service.GM_SERVER_DNS_NAME)
server_port = config_service.getProperty(section_name=config_service.GMAIL_SECTION_NAME,
property_name=config_service.GM_SERVER_SSL_SMTP_PORT_NAME)
acct = '*****@*****.**'
password = '******'
server_name = 'smtp.gmail.com'
server_port = 465
context = ssl.create_default_context()
server = smtplib.SMTP_SSL(host=server_name, port=server_port, context=context)
server.login(acct, password)
server.sendmail(from_addr=acct, to_addrs=receipents, msg=msg)
def __new__(cls, token=None):
if (cls._pro is None):
if (token is None):
token = config_service.getProperty(
section_name=config_service.TOKEN_SECTION_NAME,
property_name=config_service.TS_TOKEN_NAME)
cls._pro = ts.pro_api(token)
return cls._pro
else:
return cls._pro
def set_token(token=None):
try:
if token is None:
# 从~/.quantaxis/setting/config.ini中读取配置
# token = QASETTING.get_config('TSPRO', 'token', None)
token = config_service.getProperty(section_name=config_service.TOKEN_SECTION_NAME,
property_name=config_service.TS_TOKEN_NAME)
else:
QASETTING.set_config('TSPRO', 'token', token)
ts.set_token(token)
except:
if token is None:
print('请设置tushare的token')
else:
print('请升级tushare 至最新版本 pip install tushare -U')
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
import numpy as np
import itertools
#Load Tushare
from rqalpha.apis.api_base import history_bars, get_position
from rqalpha.mod.rqalpha_mod_sys_accounts.api.api_stock import order_target_value, order_value
import AY.Crius.Utils.configuration_file_service as config_service
import tushare as ts
token = config_service.getProperty(section_name=config_service.TOKEN_SECTION_NAME,
property_name=config_service.TS_TOKEN_NAME)
pro = ts.pro_api(token)
#df = pro.query('daily', ts_code='000001.SZ', start_date='20180701', end_date='20190718')
#---------------------------------------------------------------------------
def ma(df, n=10):
"""
移动平均线 Moving Average
MA（N）=（第1日收盘价+第2日收盘价—+……+第N日收盘价）/N
"""
pv = pd.DataFrame()
pv['date'] = df['trade_date']
pv['v'] = df.close.rolling(n).mean()
return pv