上传数据到OBS
准备数据文件
准备需要上传到OBS的数据源文件。GaussDB(DWS)只支持CSV、TEXT、ORC和CARBONDATA格式的数据源文件。
如果用户数据无法以CSV格式保存,可以选择以文本类型保存为其他任意格式后缀的文件。
根据导入数据原理,当数据源文件的数据量较大时,将数据文件存储到OBS前,尽可能均匀地将文件切分成多个,文件数量为DataNode的整数倍时,导入性能更好。
假设您已将3个CSV数据文件存储在OBS上,其原始数据分别如下:
- 数据文件“product_info.0”
示例数据如下所示:
1 2 3 4 5
100,XHDK-A-1293-#fJ3,2017-09-01,A,2017 Autumn New Shirt Women,red,M,328,2017-09-04,715,good! 205,KDKE-B-9947-#kL5,2017-09-01,A,2017 Autumn New Knitwear Women,pink,L,584,2017-09-05,406,very good! 300,JODL-X-1937-#pV7,2017-09-01,A,2017 autumn new T-shirt men,red,XL,1245,2017-09-03,502,Bad. 310,QQPX-R-3956-#aD8,2017-09-02,B,2017 autumn new jacket women,red,L,411,2017-09-05,436,It's really super nice. 150,ABEF-C-1820-#mC6,2017-09-03,B,2017 Autumn New Jeans Women,blue,M,1223,2017-09-06,1200,The seller's packaging is exquisite.
- 数据文件“product_info.1”
示例数据如下所示:
1 2 3 4 5
200,BCQP-E-2365-#qE4,2017-09-04,B,2017 autumn new casual pants men,black,L,997,2017-09-10,301,The clothes are of good quality. 250,EABE-D-1476-#oB1,2017-09-10,A,2017 autumn new dress women,black,S,841,2017-09-15,299,Follow the store for a long time. 108,CDXK-F-1527-#pL2,2017-09-11,A,2017 autumn new dress women,red,M,85,2017-09-14,22,It's really amazing to buy. 450,MMCE-H-4728-#nP9,2017-09-11,A,2017 autumn new jacket women,white,M,114,2017-09-14,22,Open the package and the clothes have no odor. 260,OCDA-G-2817-#bD3,2017-09-12,B,2017 autumn new woolen coat women,red,L,2004,2017-09-15,826,Very favorite clothes.
- 数据文件“product_info.2”
示例数据如下所示:
1 2 3 4 5 6 7 8 9 10
980,"ZKDS-J",2017-09-13,"B","2017 Women's Cotton Clothing","red","M",112,,, 98,"FKQB-I",2017-09-15,"B","2017 new shoes men","red","M",4345,2017-09-18,5473 50,"DMQY-K",2017-09-21,"A","2017 pants men","red","37",28,2017-09-25,58,"good","good","good" 80,"GKLW-l",2017-09-22,"A","2017 Jeans Men","red","39",58,2017-09-25,72,"Very comfortable." 30,"HWEC-L",2017-09-23,"A","2017 shoes women","red","M",403,2017-09-26,607,"good!" 40,"IQPD-M",2017-09-24,"B","2017 new pants Women","red","M",35,2017-09-27,52,"very good." 50,"LPEC-N",2017-09-25,"B","2017 dress Women","red","M",29,2017-09-28,47,"not good at all." 60,"NQAB-O",2017-09-26,"B","2017 jacket women","red","S",69,2017-09-29,70,"It's beautiful." 70,"HWNB-P",2017-09-27,"B","2017 jacket women","red","L",30,2017-09-30,55,"I like it so much" 80,"JKHU-Q",2017-09-29,"C","2017 T-shirt","red","M",90,2017-10-02,82,"very good."
上传数据到OBS
- 上传数据到OBS。
将待导入的数据源文件存储在OBS桶中。
- 登录OBS管理控制台。
- 创建桶。
如何创建OBS桶,具体请参见《对象存储服务用户指南》中的“控制台指南 > 管理桶 > 创建桶”章节。
例如,创建以下两个桶:“mybucket”和“mybucket02”。
- 新建文件夹。
具体请参见《对象存储服务用户指南》中的“控制台指南 > 管理对象 > 新建文件夹”章节。
例如:
- 在已创建的OBS桶“mybucket”中新建一个文件夹“input_data”。
- 在已创建的OBS桶“mybucket02”中新建一个文件夹“input_data”。
- 上传文件。
具体请参见《对象存储服务用户指南》中的“控制台指南 > 管理对象 >上传文件”章节。
例如:
- 将以下数据文件上传到OBS桶“mybucket”的“input_data”目录中。
1 2
product_info.0 product_info.1
- 将以下数据文件上传到OBS桶“mybucket02”的“input_data”目录中。
1
product_info.2
- 将以下数据文件上传到OBS桶“mybucket”的“input_data”目录中。
- 获取数据源文件的OBS路径。
数据源文件在上传到OBS桶之后,会生成全局唯一的访问路径。数据源文件的OBS路径用于创建外表时location参数设置。
location参数中OBS文件的路径由“obs://”、桶名和文件路径组成,即为:obs://<bucket_name>/<file_path>/
例如,在本例中,location参数中数据文件的OBS路径分别为:
1 2 3
obs://mybucket/input_data/product_info.0 obs://mybucket/input_data/product_info.1 obs://mybucket02/input_data/product_info.2
- 为导入用户设置OBS桶的读取权限。
在从OBS导入数据到集群时,执行导入操作的用户需要取得数据源文件所在OBS桶的读取权限。通过配置桶的ACL权限,可以将读取权限授予指定的用户帐号。
具体请参见《对象存储服务用户指南》中的“控制台指南 > 权限控制 > 配置桶ACL”章节。