股票 前复权(Python 获取股票(未复权、前复权、后复权）行情数据)

"""Python 获取股票(未复权、前复权、后复权）行情数据上市公司除权除息后，股价通常会发生变化，在价格走势图上出现了一个缺口。但实际价值并没有变化。复权就是对股价和成交量进行权息修复，按照股票的 实际涨跌绘制股价成交量走势图,并把成交量调整为相同的价值口径。复权能 消除因除权除息造成的价格、成交量指标的走势不正常变动。前复权是以除权后的价格为基准来测算除权前股票的市场成本价。复权后价格=(复权前价格-现金红利)÷(1+流通股份变动比例)后复权是以除权前的价格为基准来测算除权后股票的市场成本价。复权后价格=复权前价格×(1+流通股份变动比例)+现金红利股票除权为利于分析一般使用前复权（不构成推荐）。"""import timeimport datetimeimport tushare as tsts.set_token('your token')                    #自行注册获取pro = ts.pro_api()def get_data_bar(ts_code='', adj='', start_date='', end_date='', retry_count=3, pause=2):    #复权日线行情 adj ='qfq','hfq'代表前复权，后复权    for g in range(retry_count):        try:            df = ts.pro_bar(ts_code=ts_code, adj=adj, start_date=start_date, end_date=end_date)        except:            time.sleep(pause)        else:            return dfdef get_data_stock_daily(ts_code='', start_date='', end_date='', retry_count=3, pause=2):    #不复权日线行情    for g in range(retry_count):        try:            df = pro.daily(ts_code=ts_code, start_date=start_date, end_date=end_date,                           fields='ts_code,trade_date,open,high,low,close,pre_close,change,pct_chg,vol,amount')        except Exception as err:            print(err)            time.sleep(pause)        else:            return dfdef end_dt(days=0):    try:        time_temp = datetime.datetime.now() - datetime.timedelta(days=days)        dt = time_temp.strftime('%Y%m%d')        return dt    except Exception as err:        print('end_dt is err', err)if __name__ == '__main__':    start_dt = end_dt(days=365)               #行情开始日期    end_dt = end_dt(days=0)                    #行情终止日期    print(start_dt, end_dt)    last_trade_dt = '20221031'                  #指定行情日期    code_wm = '000028.SZ'                      #指定股票代码 以比亚迪为例     #获取000028.SZ股票期间不复权行情    df_wm = get_data_stock_daily(ts_code=code_wm, start_date=start_dt, end_date=end_dt, retry_count=3, pause=2)    print(df_wm.head(8))    #获取000028.SZ股票期间前复权行情    df_qfq = get_data_bar(ts_code=code_wm, adj='qfq', start_date=start_dt, end_date=end_dt, retry_count=3, pause=2)    print(df_qfq.head(8))    # 获取000028.SZ股票期间前后权行情    df_hfq = get_data_bar(ts_code=code_wm, adj='hfq', start_date=start_dt, end_date=end_dt, retry_count=3, pause=2)    print(df_hfq.head(8))    """运行结果    20211115 20221115         ts_code trade_date   open   high  ...  change  pct_chg       vol      amount    0  000028.SZ   20221115  33.85  35.63  ...    1.15   3.3744  84531.78  293308.434    1  000028.SZ   20221114  31.66  34.39  ...    2.04   6.3670  88615.43  298084.693    2  000028.SZ   20221111  32.95  33.66  ...   -0.35  -1.0806  59711.46  196521.266    3  000028.SZ   20221110  31.67  32.78  ...    0.63   1.9836  37789.35  122420.441    4  000028.SZ   20221109  31.70  32.15  ...    0.13   0.4110  18036.32   57442.850    5  000028.SZ   20221108  31.61  31.80  ...   -0.23  -0.7219  28254.67   88723.821    6  000028.SZ   20221107  31.56  32.34  ...    0.01   0.0314  23762.12   75506.015    7  000028.SZ   20221104  31.70  31.99  ...    0.31   0.9829  19295.00   61308.707        [8 rows x 11 columns]         ts_code trade_date   open   high  ...  change  pct_chg       vol      amount    0  000028.SZ   20221115  33.85  35.63  ...    1.15   3.3744  84531.78  293308.434    1  000028.SZ   20221114  31.66  34.39  ...    2.04   6.3670  88615.43  298084.693    2  000028.SZ   20221111  32.95  33.66  ...   -0.35  -1.0806  59711.46  196521.266    3  000028.SZ   20221110  31.67  32.78  ...    0.63   1.9836  37789.35  122420.441    4  000028.SZ   20221109  31.70  32.15  ...    0.13   0.4110  18036.32   57442.850    5  000028.SZ   20221108  31.61  31.80  ...   -0.23  -0.7219  28254.67   88723.821    6  000028.SZ   20221107  31.56  32.34  ...    0.01   0.0314  23762.12   75506.015    7  000028.SZ   20221104  31.70  31.99  ...    0.31   0.9829  19295.00   61308.707        [8 rows x 11 columns]         ts_code trade_date      open  ...  pct_chg       vol      amount    0  000028.SZ   20221115  140.8871  ...   3.3744  84531.78  293308.434    1  000028.SZ   20221114  131.7721  ...   6.3671  88615.43  298084.693    2  000028.SZ   20221111  137.1412  ...  -1.0806  59711.46  196521.266    3  000028.SZ   20221110  131.8137  ...   1.9836  37789.35  122420.441    4  000028.SZ   20221109  131.9386  ...   0.4110  18036.32   57442.850    5  000028.SZ   20221108  131.5640  ...  -0.7219  28254.67   88723.821    6  000028.SZ   20221107  131.3559  ...   0.0314  23762.12   75506.015    7  000028.SZ   20221104  131.9386  ...   0.9829  19295.00   61308.707        [8 rows x 11 columns]        Process finished with exit code 0    """    """    Pgabc 2022000032    author : Pgabc    www.wmdbsoft.com    更多函数，安装工具包    pip install pgabc    pgabc@sohu.com    """