In this section, we will examine some of the advanced features and hints available in Pig operators.
The FOREACH operator is primarily used to transform every record of the input relation into a transformed record. A list of expressions is used to make this transformation. There are situations where the FOREACH operator can increase the number of output records. They are discussed in the following sections.
The FLATTEN keyword is an operator, though it looks like a UDF in syntax. It is used to un-nest nested tuples and bags. However, the semantics of the elimination of nesting is different when it is used on tuples when compared to bags.
FLATTEN on a nested tuple yields a single tuple, as shown in the following snippet. All the nested tuples are elevated to the topmost level.
Consider data of the following nature:
(1, (2, 3, 4)) X = FOREACH A GENERATE $0, FLATTEN($1);
This will yield (1,2,3,4) as the resulting tuple...