Pig脚本函数问题

Question

从下面的 Pig 代码中可以看出，我为 Attr1 和 Attr2 重复了一组语句。有没有办法在函数中将其提取出来？代码示例确实很有帮助。

Attr1ValidRecs = FILTER BaseRecs BY Attr1 IS NOT NULL;
Attr1ValidRecs_all = GROUP Attr1ValidRecs ALL;
Attr1Count = FOREACH Attr1ValidRecs_all GENERATE COUNT(Attr1ValidRecs);
Attr1CountStr = FOREACH Attr1Count GENERATE CONCAT('Recs with Attr1 not null : ',(chararray)$0);

Attr1BaseCross = CROSS BaseRecsCount,Attr1Count;
Attr1BaseRatio = FOREACH Attr1BaseCross GENERATE CONCAT('Ratio of Not Null Attr1 to Total Base Recs: ',(chararray)((double)$1/(double)$0));

Attr2ValidRecs = FILTER BaseRecs BY Attr2 IS NOT NULL;
Attr2ValidRecs_all = GROUP Attr2ValidRecs ALL;
Attr2Count = FOREACH Attr2ValidRecs_all GENERATE COUNT(Attr2ValidRecs);
Attr2CountStr = FOREACH Attr2Count GENERATE CONCAT('Recs with Attr2 not null : ',(chararray)$0);

Attr2BaseCross = CROSS BaseRecsCount,Attr2Count;
Attr2BaseRatio = FOREACH Attr2BaseCross GENERATE CONCAT('Ratio of Not Null Attr2 to Total Base Recs:
',(chararray)((double)$1/(double)$0));

Answer 1

遗憾的是，您无法将多行替换为一批 Pig 操作。这是我有时希望自己能做的事情，所以我很同情。

过去，当我在同一个脚本中一遍又一遍地重复某些内容时，我所做的就是使用 for 循环在 Python 脚本（或任何其他脚本）中生成 Pig Latin 代码，替换某些关键字。不过，这仍然感觉很脏。