猪:在嵌套的foreach中获取索引 [英] Pig: Get index in nested foreach
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问题描述
我有一个猪脚本,其代码如下:
I have a pig script with code like :
scores = LOAD 'file' as (id:chararray, scoreid:chararray, score:int);
scoresGrouped = GROUP scores by id;
top10s = foreach scoresGrouped{
sorted = order scores by score DESC;
sorted10 = LIMIT sorted 10;
GENERATE group as id, sorted10.scoreid as top10candidates;
};
给我一个像这样的包
It gets me a bag like
id1, {(scoreidA),(scoreidB),(scoreIdC)..(scoreIdFoo)}
但是,我也希望包括项目索引,所以我得到的结果是
However, I wish to include the index of items as well, so I'd have results like
id1, {(scoreidA,1),(scoreidB,2),(scoreIdC,3)..(scoreIdFoo,10)}
是否可以将索引以某种方式包含在嵌套的foreach中,还是我必须编写自己的UDF以在之后添加它?
Is it possible to include the index somehow in the nested foreach, or would I have to write my own UDF to add it in afterwards?
推荐答案
要为包中的元素建立索引,可以使用 DataFu 项目:
For indexing elements in a bag you may use the Enumerate UDF from LinkedIn's DataFu project:
register '/path_to_jar/datafu-0.0.4.jar';
define Enumerate datafu.pig.bags.Enumerate('1');
scores = ...
...
result = foreach top10s generate id, Enumerate(top10candidates);
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