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package com.twitter.algebird | |
import com.twitter.scalding.typed.TypedPipe | |
/** | |
* @author Mansur Ashraf. | |
*/ | |
class jankyMonoid { | |
implicit val sg = new EnumSemiGroup | |
val aggregator = Aggregator.fromSemigroup[(String,Enum)] | |
.andThenPresent { | |
case (id,Enum(x)) if x == "enumVal3" => (id,"stateOne") | |
case (id,_) => (id,"stateTwo") | |
} | |
val input = List( | |
("id1", Enum("enumVal1")), | |
("id1", Enum(" enumVal2")), | |
("id2", Enum(" enumVal2")), | |
("id3", Enum(" enumVal1")), | |
("id3", Enum(" enumVal2")), | |
("id3", Enum(" enumVal3"))) | |
TypedPipe.from(input) | |
.groupBy(_._1) | |
.aggregate(aggregator) | |
} | |
case class Enum(value: String) | |
class EnumSemiGroup extends Semigroup[(String,Enum)] { | |
override def plus(left: (String,Enum), right: (String,Enum)): (String,Enum) = (left, right) match { | |
case ((lid,Enum(l)), (rid,Enum(r))) if l == "enumVal3" => (lid,Enum(l)) | |
case ((lid,Enum(l)), (rid,Enum(r))) if r == "enumVal3" => (rid,Enum(r)) | |
case ((lid,Enum(l)), (rid,Enum(r))) => (rid,Enum(r)) | |
} | |
} |
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