使用bcp将csv文件上载到sql server数据库时,日期时间字段溢出

pdtvr36n  于 2021-07-26  发布在  Java
关注(0)|答案(1)|浏览(454)

我已经试了好几天来解决这个问题。我有一个PandasDataframe,我将其导出为如下csv文件:

df.to_csv(csv_name, index=False, header = False, encoding='utf-8-sig', sep='\t')

我需要使用bcp将此csv文件上载到sql server数据库,使用以下命令:

bcp [DB].[dbo].[Table] in file.csv -Sserver -Uuser -Ppass -c -C65001  -t "\t" -e error.log

每次运行时,都会出现以下错误:

Error = [Microsoft][ODBC Driver 17 for SQL Server]Datetime field overflow. Fractional second precision exceeds the scale specified in the parameter binding.

在查看error.log时,我发现要上载的日期值有问题。在表定义中,日期格式为“smalldatetime”。我想上传的实际值是“2020-05-30 12:55:22”。
我只是将一行Dataframe导出到csv。
这是我收到的错误消息(同时显示csv文件的内容):

@ Row 1, Column 8: Datetime field overflow. Fractional second precision exceeds the scale specified in the parameter binding. @#
165405677   156147965   1135358 1425879 3.5 "Nice value ??Bordeaux Blend ???
Deep purple color.  Blackberry   plum    tobacco and oaky with hints of pepper.  Full-bodied     dry and slightly spicy taste.
Let it breathe for at least 1 hr
Pairs well with pecorino and salami crostini??

# uncorkingArgentina"    en  2020-05-30T19:55:42.000Z    True    2   444897692   67  8   "49  292     320     334     422"   "'blackberry'    'oaky'  'pepper'    'plum'  'tobacco'" 3353    0   Completed   89036   3.7 536982,90,Normal,71,3.6,484,26,,,"Nice value ??Bordeaux Blend ???

Deep purple color.  Blackberry, plum, tobacco and oaky with hints of pepper.  Full-bodied, dry and slightly spicy taste.
Let it breathe for at least 1 hr
Pairs well with pecorino and salami crostini??

# uncorkingArgentina",False,True

这是我在sql server中的表定义

CREATE TABLE [Table] (

    [column1] bigint PRIMARY KEY,
    [column2] bigint,
    [column3] bigint,
    [column4] bigint,
    [column5] float(53),
    [column6] nvarchar(1500) COLLATE Latin1_General_100_CI_AI_SC_UTF8, 
    [column7] nvarchar(5) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column8] smalldatetime, 
    [column9] bit,
    [column10] nvarchar(50) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column11] bigint,
    [column12] integer,
    [column13] integer,
    [column14] nvarchar(150) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column15] nvarchar(500) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column16] bigint,
    [column17] integer,
    [column18] nvarchar(50) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column19] integer,
    [column20] float(53),
    [column21] integer,
    [column22] integer,
    [column23] nvarchar(60) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column24] integer,
    [column25] float(53),
    [column26] integer,
    [column27] integer,
    [column28] nvarchar(255) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column29] nvarchar(255) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column30] nvarchar(1500) COLLATE Latin1_General_100_CI_AI_SC_UTF8,
    [column31] bit,
    [column32] bit
)
GO

我试图上传另一行,但我总是对其中每一行的日期值有问题,无论该行的其他内容是什么。
我想尽一切办法把它修好。你认为这个问题的原因是什么?谢谢您!

flmtquvp

flmtquvp1#

这太长了,不能发表评论。
将数据加载到所有列都是字符串的暂存表中。
然后您可以查看数据并确定转换错误发生的位置,使用如下逻辑:

select s.*
from staging s
where try_convert(smalldatetime, column8) is null and column8 is not null;

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