{"id":10092,"date":"2023-04-20T14:09:12","date_gmt":"2023-04-20T06:09:12","guid":{"rendered":"https:\/\/nj.transwarp.cn:8180\/?p=10092"},"modified":"2023-04-20T14:09:11","modified_gmt":"2023-04-20T06:09:11","slug":"%e6%95%b0%e6%8d%ae%e8%a1%80%e7%bc%98%e7%94%9f%e6%88%90%e5%8e%9f%e7%90%86%e5%8f%8a%e5%9c%a8%e6%98%9f%e7%8e%af%e5%b9%b3%e5%8f%b0%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/kbwp.transwarp.cn\/?p=10092","title":{"rendered":"\u6570\u636e\u8840\u7f18\u751f\u6210\u539f\u7406\u53ca\u5728\u661f\u73af\u5e73\u53f0\u4e2d\u7684\u5e94\u7528"},"content":{"rendered":"

\u6982\u8981\u63cf\u8ff0<\/h3>\n

\u672c\u6587\u4e3b\u8981\u63cf\u8ff0\u6570\u636e\u8840\u7f18\u7684\u751f\u6210\u539f\u7406\u53ca\u5728\u661f\u73af\u5e73\u53f0\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n

\u8be6\u7ec6\u8bf4\u660e<\/h3>\n

\u4ec0\u4e48\u662f\u6570\u636e\u8840\u7f18<\/h4>\n

\u6570\u636e\u8840\u7f18(Data Lineage)\u6307\u7684\u662f\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\u548c\u4f9d\u8d56\u7684\u8ffd\u8e2a\u8fc7\u7a0b\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u6570\u636e\u4ece\u54ea\u91cc\u6765\uff0c\u5230\u54ea\u91cc\u53bb\uff0c\u4e2d\u95f4\u53d1\u751f\u4e86\u4ec0\u4e48\u53d8\u5316\u7684\u5168\u8fc7\u7a0b\u3002<\/p>\n

\u6570\u636e\u5e93\u7684\u6570\u636e\u8840\u7f18\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n

    \n
  1. \u6e90\u6570\u636e\uff1a\u6570\u636e\u6700\u521d\u7684\u8f93\u5165\u6e90,\u6bd4\u5982\u7528\u6237\u8f93\u5165,\u4f20\u611f\u5668\u91c7\u96c6\u7b49\u3002<\/li>\n
  2. \u6570\u636e\u5904\u7406\uff1a\u6e90\u6570\u636e\u7ecf\u8fc7\u4ec0\u4e48\u6837\u7684\u5904\u7406\u3001\u8ba1\u7b97\u3001\u805a\u5408\u6216\u8005\u8fc7\u6ee4\u5f97\u5230\u4e86\u65b0\u7684\u6570\u636e\u3002<\/li>\n
  3. \u6570\u636e\u4f20\u64ad\uff1a\u6570\u636e\u7ed9\u54ea\u4e9b\u7cfb\u7edf\u3001\u5e94\u7528\u6216\u8005\u7528\u6237\u4f7f\u7528\u4e86\u3002<\/li>\n
  4. \u6570\u636e\u5b58\u50a8\uff1a\u6570\u636e\u5b58\u50a8\u5728\u54ea\u4e9b\u8868\u3001\u6587\u4ef6\u4e2d\u3002<\/li>\n<\/ol>\n

    \u6570\u636e\u8840\u7f18\u5bf9\u5f88\u591a\u573a\u666f\u90fd\u5f88\u91cd\u8981\uff1a<\/p>\n

      \n
    1. \u6570\u636e\u8d28\u91cf\uff1a\u901a\u8fc7\u6570\u636e\u8840\u7f18\u53ef\u4ee5\u8f7b\u6613\u627e\u5230\u9020\u6210\u6570\u636e\u8d28\u91cf\u95ee\u9898\u7684\u6e90\u5934\uff0c\u6bd4\u5982\u9519\u8bef\u7684\u6e90\u6570\u636e\u8f93\u5165\u3001\u8f6f\u4ef6BUG\u7b49\u3002<\/li>\n
    2. \u5ba1\u8ba1\u548c\u5408\u89c4\uff1a\u901a\u8fc7\u6570\u636e\u8840\u7f18\u53ef\u4ee5\u5ba1\u6838\u6570\u636e\u662f\u5982\u4f55\u88ab\u521b\u5efa\u548c\u4f7f\u7528\u7684\uff0c\u6ee1\u8db3\u6cd5\u89c4\u9075\u4ece\u6027\u8981\u6c42\u3002<\/li>\n
    3. \u6570\u636e\u751f\u547d\u5468\u671f\u7ba1\u7406\uff1a\u8ddf\u8e2a\u6570\u636e\u4ece\u5165\u5e93\u5230\u5220\u9664\/\u5f52\u6863\u7684\u5b8c\u6574\u8fc7\u7a0b\u3002<\/li>\n
    4. \u6570\u636e\u5b89\u5168\u548c\u9690\u79c1\uff1a\u901a\u8fc7\u6570\u636e\u8840\u7f18\u5224\u65ad\u54ea\u4e9b\u4eba\u5458\u548c\u7cfb\u7edf\u8bbf\u95ee\u4f7f\u7528\u8fc7\u6570\u636e\uff0c\u63a7\u5236\u6570\u636e\u7684\u5b89\u5168\u6027\u548c\u9690\u79c1\u6027\u3002<\/li>\n<\/ol>\n

      \u6570\u636e\u5e93\u4e00\u822c\u901a\u8fc7\u7cfb\u7edf\u7684\u5ba1\u8ba1\u65e5\u5fd7\u6765\u91cd\u6784\u6570\u636e\u8840\u7f18\uff0c\u76f8\u6bd4\u5e94\u7528\u5c42\u7684\u6570\u636e\u8840\u7f18\u8ffd\u8e2a\u8981\u5168\u9762\u548c\u51c6\u786e\u5f97\u591a\u3002\u8bb8\u591a\u6570\u636e\u6cbb\u7406\u5de5\u5177\u4e5f\u63d0\u4f9b\u4e86\u6570\u636e\u8840\u7f18\u7ba1\u7406\u548c\u8ffd\u8e2a\u7684\u529f\u80fd\u3002<\/p>\n

      \u6240\u4ee5\u603b\u4f53\u6765\u8bf4\uff0c\u6570\u636e\u8840\u7f18\u53ef\u4ee5\u8ba9\u4f01\u4e1a\u5168\u9762\u4e86\u89e3\u4f01\u4e1a\u6570\u636e\u7684\u6765\u6e90\u3001\u6d41\u901a\u548c\u7528\u9014,\u8fd9\u5bf9\u8bb8\u591a\u573a\u666f\u4e0b\u7684\u5408\u89c4\u6027\u3001\u6570\u636e\u5b89\u5168\u6027\u3001\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u7b49\u90fd\u975e\u5e38\u5173\u952e\u3002<\/p>\n

      \u661f\u73af TDS \u4ea7\u54c1\u53ef\u4ee5\u67e5\u770b\u6570\u636e\u5e93\u7684\u8840\u7f18\u5173\u7cfb\uff0c\u5982\u56fe\u3002<\/p>\n

      \"file\"<\/p>\n

      \u4ee5\u4e0a\u8840\u7f18\u5173\u7cfb\u662f\u6839\u636e\u4e0b\u9762\u8fd9\u6bb5SQL\u751f\u6210\u7684\uff1a<\/p>\n

      drop table IF EXISTS default.blood1;\ndrop table IF EXISTS default.blood2;\ndrop table IF EXISTS default.blood3;\ndrop table IF EXISTS default.blood4;\ndrop table IF EXISTS default.blood5;\ncreate table default.blood1(id int, name string, age int, address string) CLUSTERED BY (age) INTO 2 BUCKETS STORED AS ORC TBLPROPERTIES (\"transactional\"=\"true\");\ninsert into table default.blood1 values(1, \"jack\", 18, \"shanghai\");\ncreate table default.blood2 as select id,name,age,address from default.blood1;\ncreate table default.blood3 as select id,name,age,address from default.blood2;\ncreate table default.blood4 as select id,name,age,address from default.blood3;\ncreate table default.blood5 as select id,name,age,address from default.blood4;<\/code><\/pre>\n
      \u8840\u7f18\u751f\u6210\u7684\u903b\u8f91<\/h4>\n
      \u53ef\u751f\u6210\u8840\u7f18\u7684SQL\u64cd\u4f5c<\/h5>\n
      \u4e0b\u9762\u4ee5\u661f\u73af Inceptor \u6570\u636e\u5e93\u4e3a\u4f8b\uff0c\u4ecb\u7ecd\u54ea\u4e9bSQL\u64cd\u4f5c\u53ef\u4ee5\u751f\u6210\u8840\u7f18\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
      \u5173\u7cfb\u5355\u4f4dA<\/th>\n\u5173\u7cfb\u5355\u4f4dB<\/th>\nSQL\u64cd\u4f5c<\/th>\n\u5907\u6ce8<\/th>\n<\/tr>\n<\/thead>\n
      \u4efb\u4f55\u8868<\/td>\n\u4efb\u4f55\u8868<\/td>\nCTAS<\/td>\n<\/tr>\n
      \u4efb\u4f55\u8868<\/td>\n\u4efb\u4f55\u8868<\/td>\nALTER\/RENAME TABLE<\/td>\n<\/tr>\n
      \u4efb\u4f55\u8868<\/td>\n\u67d0\u5b57\u6bb5<\/td>\nALTER ADD\/DELETE\/CHANGE COLUMN<\/td>\nREPLACE COLUMN \u64cd\u4f5c\u4f1a\u7834\u574f\u539f\u6709\u8840\u7f18<\/td>\n<\/tr>\n
      \u5916\u8868<\/td>\n\u8303\u56f4\u5206\u533a\u8868<\/td>\nINSERT INTO SELECT<\/td>\n<\/tr>\n
      \u5916\u8868<\/td>\n\u5355\u503c\u5206\u533a\u8868<\/td>\n\u591a\u6761\u4ef6\u7684 INSERT INTO SELECT<\/td>\n\u5fc5\u987b\u5b58\u5728\u771f\u5b9e\u7684\u6570\u636e\u6d41\u5411\u624d\u80fd\u751f\u6210\u8840\u7f18<\/td>\n<\/tr>\n
      TEXT\u8868<\/td>\n\u5355\u503c\u5206\u533a\u8868<\/td>\n\u591a\u6761\u4ef6\u7684 UPDATE<\/td>\n\u5fc5\u987b\u5b58\u5728\u771f\u5b9e\u7684\u6570\u636e\u6d41\u5411\u624d\u80fd\u751f\u6210\u8840\u7f18<\/td>\n<\/tr>\n
      TEXT\u8868<\/td>\nORC\u8868<\/td>\nMERGE INTO<\/td>\n<\/tr>\n
      CSV\/TEXT\/ORC\u8868<\/td>\nORC\u8868<\/td>\n\u5e26\u6761\u4ef6\u7684INNER\/LEFT\/RIGHT JOIN CTAS<\/td>\n<\/tr>\n
      CSV\/TEXT\/ORC\u8868<\/td>\nORC\u8868<\/td>\nPLSQL\u80cc\u666f\u4e0b\uff0c\u5177\u4f53\u7684\u8840\u7f18SQL\u6765\u6e90\u4e8e\u5b57\u6bb5\u8840\u7f18<\/td>\n<\/tr>\n
      \u89c6\u56fe<\/td>\nORC\u8868<\/td>\n\u591a\u6761\u4ef6\u7684 INSERT INTO SELECT<\/td>\n<\/tr>\n
      \u89c6\u56fe<\/td>\nORC\u8868<\/td>\nWITH … AS<\/td>\n<\/tr>\n
      \u591a\u5b57\u6bb5<\/td>\n\u67d0\u5b57\u6bb5<\/td>\nINSERT INTO \u5b57\u6bb5\u6570\u636e\u901a\u8fc7\u8ba1\u7b97\u5f97\u5230\u65b0\u7684\u5b57\u6bb5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
      \u4e00\u4e9b\u6ce8\u610f\u4e8b\u9879\u7684\u8bf4\u660e<\/h5>\n
      \u5173\u4e8eTDS\u6570\u636e\u52a0\u8f7d<\/h6>\n
      TDS \u6570\u636e\u52a0\u8f7d\u6700\u7ec8\u4e5f\u662f INSERT INTO \u64cd\u4f5c\uff0c\u4f46\u5373\u4f7f\u662f\u540c\u5e93\u4e0d\u540c\u8868\u7684\u6570\u636e\u52a0\u8f7d\u4efb\u52a1\u4e5f\u4e0d\u4f1a\u4ea7\u751f\u8840\u7f18\u3002\u8fd9\u662f\u56e0\u4e3a\u6570\u636e\u52a0\u8f7d\u4f1a\u7528\u5230\u4e00\u4e9b\u4e2d\u95f4\u89c6\u56fe\uff0c\u4e14\u4e2d\u95f4\u89c6\u56fe\u5728\u4efb\u52a1\u6267\u884c\u5b8c\u6bd5\u540e\u88ab\u6e05\u7406\u6389\u4e86\uff0c\u8fd9\u4f1a\u9020\u6210\u8840\u7f18\u7684\u65ad\u88c2\u3002<\/p>\n
      \u5373\u4f7f\u4e0d\u6e05\u7406\u4e2d\u95f4\u4e34\u65f6\u6570\u636e\u4e5f\u53ef\u80fd\u4e0d\u4f1a\u751f\u6210\u8840\u7f18\uff0c\u8fd9\u662f\u56e0\u4e3a\u9ed8\u8ba4\u914d\u7f6e\u4e0b Catalog \u8fc7\u6ee4\u4e86 TDT \u4e34\u65f6\u8868\u3002<\/em><\/p>\n
      \u5173\u4e8e\u89c6\u56fe<\/h6>\n
      \u89c6\u56fe\u88ab\u770b\u4f5c\u662f\u865a\u62df\u8868\uff0c\u4ece\u89c6\u56fe\u5230\u76ee\u6807\u8868\u6700\u4e2d\u6570\u636e\u6d41\u5411\u4f1a\u4f53\u73b0\u4e3a\u771f\u5b9e\u7684\u6570\u636e\u8868\u5230\u76ee\u6807\u8868\uff0c\u4f8b\u5982\uff1a<\/p>\n
      create table test_table1(col1 int,col2 string) stored as ORC;\ncreate view test_view as select * from test_table1;\ncreate table test_table2 as select * from test_view;<\/code><\/pre>\n
      \u8be5\u64cd\u4f5c\u751f\u6210\u7684\u8840\u7f18\u5982\u4e0b\u56fe\uff1a<\/p>\n
      \"file\"<\/p>\n
      \u4f46\u5982\u679c\u662f\u7269\u5316\u89c6\u56fe\uff0c\u90a3\u4e48 test_view -> test_table2 \u8fd9\u6761\u8840\u7f18\u5c31\u4f1a\u5b58\u5728\u3002<\/p>\n
      \u5173\u4e8e\u5355\u503c\u5206\u533a\u8868<\/h6>\n
      \u5355\u503c\u5206\u533a\u8868\u7684\u5206\u533a\u952e\u662f\u4e00\u4e2a\u76ee\u5f55\uff0c\u8f6c\u6362\u6210\u8840\u7f18\u7684\u8981\u6c42\u662f\u6709\u771f\u5b9e\u7684\u6570\u636e\u6d41\u5411\uff0c\u5373\u5fc5\u987b\u5b9e\u9645\u65b0\u589e\u6216\u66f4\u65b0\u4e86\u6570\u636e\uff0c\u4f8b\u5982 INSERT INTO SELECT \u64cd\u4f5c\uff0cSELECT \u5fc5\u987b\u80fd\u67e5\u51fa\u5b9e\u9645\u7684\u7ed3\u679c\uff08\u4e14\u4e0d\u80fd\u4e3a\u5e38\u6570\uff09\uff0c\u4e0d\u80fd\u662f\u7a7a\u67e5\u8be2\u3002<\/p>\n
      \u4e00\u4e9b\u5178\u578b\u64cd\u4f5c\u6848\u4f8b<\/h6>\n
      --\u6d4b\u8bd5 alter \u64cd\u4f5c\ncreate table test_alter_table(col1 int,col2 string, col3 varchar(10));\n\n--\u751f\u6210\u8840\u7f18\u8868,\u8840\u7f18\u5173\u7cfbtest_alter_table(col1,col2,col3) --> test_table(col1,col2,col3)\ncreate table test_table as select * from test_alter_table;\n--\u539f\u6765\u7684\u8840\u7f18\u88ab\u7834\u574f,test_alter_table\u8fd9\u5f20\u8868\u53d8\u6210\u53ea\u6709col4,col5 \u4e24\u4e2a\u5b57\u6bb5\u7684\u8868\nAlter table test_alter_table replace columns (col4 string,col5 int);\n--\u751f\u6210\u65b0\u7684\u8840\u7f18,\u8840\u7f18\u5173\u7cfb:test_table(col2,col1)-->test_alter_table(col4,col5)\ninsert into test_alter_table  select col2,col1 from test_table;\n\n----\n\n--\u6d4b\u8bd5 INSERT \u64cd\u4f5c\ncreate table test1.table91(id int, name string, age int, address string) CLUSTERED BY (age) INTO 2 BUCKETS STORED AS ORC TBLPROPERTIES (\"transactional\"=\"true\");\ncreate table test1.table92(id int, name string, age int, address string) CLUSTERED BY (age) INTO 2 BUCKETS STORED AS ORC TBLPROPERTIES (\"transactional\"=\"true\");\n\n--\u76f4\u63a5\u5bfc\u5165\u5e38\u6570,\u4e0d\u6d89\u53ca\u5b57\u6bb5\u4e4b\u95f4\u7684\u6570\u636e\u6d41\u5411,\u4e0d\u751f\u6210\u8840\u7f18\ninsert into table test1.table91 values(1, \"jack\", 18, \"shanghai\"); \n\n--\u6570\u636e\u6765\u6e90\u81ea\u5df1,\u751f\u6210table91=>table91\u6210\u73af\u8840\u7f18\nINSERT INTO test1.table91 SELECT a.id,a.name,a.age,a.address FROM test1.table91 a WHERE a.id=1;\n\n--\u867d\u7136\u6709\u81ea\u5df1\u7684\u5b57\u6bb5\u6761\u4ef6,\u4f46\u662f\u6570\u636e\u6d41\u5411\u662f\u5e38\u6570,\u6545\u4e0d\u751f\u6210\u8840\u7f18\nINSERT INTO test1.table91 SELECT 1, \"jack\", 18, \"shanghai\" FROM test1.table91 a WHERE a.id=1;\n\n--\u751f\u6210table91=>table92\u8840\u7f18\nINSERT INTO test1.table92 SELECT a.id,a.name,a.age,a.address FROM test1.table91 a WHERE a.id=1; \n\n--\u4e0d\u751f\u6210\u8840\u7f18\nINSERT INTO test1.table92 SELECT 1, \"jack\", 18, \"shanghai\" FROM test1.table91 a WHERE a.id=1; \n\n--\u6d4b\u8bd5 UPDATE \u64cd\u4f5c\ncreate table test1.table93(id int, name string, age int, address string) CLUSTERED BY (age) INTO 2 BUCKETS STORED AS ORC TBLPROPERTIES (\"transactional\"=\"true\");\ncreate table test1.table94(id int, name string, age int, address string) CLUSTERED BY (age) INTO 2 BUCKETS STORED AS ORC TBLPROPERTIES (\"transactional\"=\"true\");\n\n--\u4e0d\u751f\u6210\u8840\u7f18\nupdate test1.table93 set name='jack11' where age=18; \n\n--\u751f\u6210table93=>table93\u6210\u73af\u8840\u7f18\nUPDATE test1.table93 a SET a.name=(SELECT b.name FROM test1.table93 b WHERE b.id=a.id) WHERE a.id=1; \n\n--\u4e0d\u751f\u6210\u8840\u7f18\nUPDATE test1.table93 a SET a.name=(SELECT 'jack222' FROM test1.table93 b WHERE b.id=a.id) WHERE a.id=1; \n\n--\u751f\u6210table93=>table94\u8840\u7f18\nUPDATE test1.table94 a SET a.name=(SELECT b.name FROM test1.table93 b WHERE b.id=a.id) WHERE a.id=1; \n\n--\u4e0d\u751f\u6210\u8840\u7f18\nUPDATE test1.table94 a SET a.name=(SELECT 'jack222' FROM test1.table93 b WHERE b.id=a.id) WHERE a.id=1;\n\n--\u6d4b\u8bd5LIKE\u64cd\u4f5c\ncreate table test_like(name string,age smallint);\n\n--\u4e0d\u751f\u6210\u8840\u7f18,\u56e0\u4e3a\u53ea\u6709\u8868\u7ed3\u6784\u7684\u590d\u5236,\u4e0d\u6d89\u53ca\u6570\u636e\u6d41\u5411\ncreate table test_1 like test_like;\n\n--\u751f\u6210\u8840\u7f18,\u4e0d\u7ecf\u590d\u5236\u4e86\u8868\u7ed3\u6784,\u8868\u91cc\u9762\u7684\u6570\u636e\u4e5f\u540c\u6837\u7684\u590d\u5236\ncreate table test_2 as select * from test_like;<\/code><\/pre>\n
      \u661f\u73af\u5e73\u53f0\u6570\u636e\u8840\u7f18\u529f\u80fd\u517c\u5bb9\u7684\u6570\u636e\u5e93<\/h4>\n
      \u5728\u661f\u73af\u5e73\u53f0\u4e2d\uff0c\u6570\u636e\u8840\u7f18\u529f\u80fd\u662f\u901a\u8fc7 TDS \u4ea7\u54c1\u5b9e\u73b0\u7684\uff0c\u5177\u4f53\u652f\u6301\u7684\u6570\u636e\u5e93\u8bf7\u53c2\u8003\uff1a<\/p>\n
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