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【学习笔记】hive 之行拆列explode

1、explode

explode(ARRAY) 列表中的每个元素生成一行

explode(MAP) map中每个key-value对,生成一行,key为一列,value为一列

【学习笔记】hive 之行拆列explode

限制:

1、No other expressions are allowed in SELECT

SELECT pageid, explode(adid_list) AS myCol... is not supported           

2、UDTF's can't be nested

SELECT explode(explode(adid_list)) AS myCol... is not supported           

3、GROUP BY / CLUSTER BY / DISTRIBUTE BY / SORT BY is not supported

SELECT explode(adid_list) AS myCol ... GROUP BY myCol is not supported
           

2、lateral view

可使用lateral view解除以上限制,语法:

lateralView: LATERAL VIEW explode(expression) tableAlias AS columnAlias (',' columnAlias)*

fromClause: FROM baseTable (lateralView)*

案例:

table名称为pageAds

【学习笔记】hive 之行拆列explode
SELECT pageid, adid

FROM pageAds LATERAL VIEW explode(adid_list) adTable AS adid;

输出结果:

【学习笔记】hive 之行拆列explode

3、多个lateral view

from语句后面可以带多个lateral view语句

表名:baseTable

【学习笔记】hive 之行拆列explode

from后只有一个lateral view:

SELECT myCol1, col2 FROM baseTable

LATERAL VIEW explode(col1) myTable1 AS myCol1;

结果:

【学习笔记】hive 之行拆列explode

多个lateral view:

SELECT myCol1, myCol2 FROM baseTable

LATERAL VIEW explode(col1) myTable1 AS myCol1

LATERAL VIEW explode(col2) myTable2 AS myCol2;

【学习笔记】hive 之行拆列explode

4、Outer Lateral Views

如果array类型的字段为空,但依然需返回记录,可使用outer关键词。

比如:select * from src LATERAL VIEW explode(array()) C AS a limit 10;

这条语句中的array字段是个空列表,这条语句不管src表中是否有记录,结果都是空的。

而:select * from src LATERAL VIEW OUTER explode(array()) C AS a limit 10;

结果中的记录数为src表的记录数,只是a字段为NULL。

比如:

238 val_238 NULL

86 val_86 NULL

311 val_311 NULL

27 val_27 NULL

165 val_165 NULL

409 val_409 NULL

255 val_255 NULL

278 val_278 NULL

98 val_98 NULL

官方文档:

https://cwiki.apache.org/confluence/display/Hive/LanguageManual+LateralView https://cwiki.apache.org/confluence/display/Hive/LanguageManual+UDF#LanguageManualUDF-explode