大神
# -*- coding: utf-8 -*- import requests from bs4 import BeautifulSoup import lxml import json import re import time import tushare as ts import pandas as pd import pymysql class Mysqldb(): def __init__(self, conn, sql): self.conn = conn self.cursor = cursor self.sql = sql def execute(self, sql): try: self.cursor.execute(self.sql) except: self.dbname.rollback() print("SQL执行失败,数据已回滚") def commit(self): self.conn.commit() def close(self): self.cursor.close() self.conn.close() def Tstockbasic(): # 调用stock_basic,获取 stkbasic = pro.stock_basic(list_status='L', fields='ts_code,symbol,name,industry,list_date,exchange') oldStklist = pd.read_sql("select ts_code from stkbasic_data",con=conn,index=False) for index, row in df.iterrows(): ts_code = row['ts_code'] s pd.read_sql(sql,con=conn) def EMydSpider(current): # 抓取东财个股盘口异动数据:http://quote.eastmoney.com/changes pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='123456', dbname='quantitative_trading_data', charset='utf8') header = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (Khtml, like Gecko) Chrome/70.0.3538.25 Safari/537.36 Core/1.70.3676.400 QQBrowser/10.5.3738.400"} url = "http://push2ex.eastmoney.com/getAllStockChanges?type=8201,8202,8193,4,32,64,8207,8209,8211,8213,8215,8204,8203,8194,8,16,128,8208,8210,8212,8214,8216" for page in range(200): param = {"pageindex": page, "pagesize": '64', "ut": '7eea3edcaed734bea9cbfc24409ed989', "dpt": 'wzchanges'} html = json.loads(requests.get(url=url, params=param, headers=header).text) if html['data'] is None: print("东方财富:共爬取%d页数据" % page) print("东方财富:个股盘口异动数据已抓取完成") break else: allstock = html['data']['allstock'] for stock in allstock: stk_code = stock['c'] stk_name = stock['n'] chg_time = stock['tm'] chg_type = stock['t'] chg_value = stock['i'] sql = "insert into emyd_data(current,stk_code,stk_name,chg_time,chg_type,chg_value) values(%s,%s,%s,%s,%s,%s)" %(current, stk_code, stk_name, chg_time, chg_type, chg_value) Mysqldb.execute(sql) Mysqldb.commit() Mysqldb.close() def TXfjSpider(current,code_list): # 抓取每日腾讯股票分价表数据 #pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='123456', dbname='quantitative_trading_data',charset='utf8') pymysql.connect() header = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.25 Safari/537.36 Core/1.70.3676.400 QQBrowser/10.5.3738.400"} for code in code_list: url = "http://stock.gtimg.cn/data/index.php?appn=price&c=" + code html = requests.get(url=url,headers=header).text start = re.search('v\wp.{10}\d+\,\d+\,\d+\,\"', html).group() end = re.search('\"\W+', html).group() fj_list = txfj_html.replace(start, '').replace(end, '').split('^') for fj in fj_list: price = fj.split('~')[0] volumn = fj.split('~')[2] sql = "insert into txfj_data(current,stk_code,price,volumn) values(%s,%s,%s,%s)" %(current, code, price, volumn) Mysqldb.execute(sql) Mysqldb.commit() Mysqldb.close() def TXddSpider(current,code_list): # 抓取每日腾讯股票大单数据(大于100万) pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='123456', dbname='quantitative_trading_data',charset='utf8') header = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.25 Safari/537.36 Core/1.70.3676.400 QQBrowser/10.5.3738.400"} url = "http://stock.finance.qq.com/sstock/list/view/dadan.php?" for page in range(50): for code in code_list: param = {"t": "js","c": code,"max": 80,"p": page,"opt": 10,"o": 0} html = requests.get(url=url, headers=header).text start = re.search('var v_dadan_data_.{12}\'', html).group() end = re.search('\'\]\;', html).group() dd_list = html.replace(start, '').replace(end, '').split('^') for dd in dd_list: ddprice = dd.split('~')[0] volumn = dd.split('~')[2] sql = "insert into txdd_data(current,stk_code,ddprice,volumn) values(%s,%s,%s,%s)" % (current, code, ddprice, volumn) Mysqldb.execute(sql) Mysqldb.commit() Mysqldb.close() if __name__ == "__main__": current = time.strftime("%Y%m%d", time.localtime()) # format依次传入:username、password、host、port、dbname conn = pymysql.connect('mysql://{}:{}@{}:{}/{}?charset=utf8'.format("root", "123456","127.0.0.1", "3306","quantitative_trading_data")) cursor = conn.cursor() EMydSpider(current) TXfjSpider(current, code_list) TXddSpider(current, code_list) #SZ300033