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-rw-r--r--scalding/src/main/scala/sandcrawler/FatcatScorable.scala15
-rw-r--r--scalding/src/main/scala/sandcrawler/GroupFatcatWorksSubsetJob.scala52
2 files changed, 67 insertions, 0 deletions
diff --git a/scalding/src/main/scala/sandcrawler/FatcatScorable.scala b/scalding/src/main/scala/sandcrawler/FatcatScorable.scala
index cffc2c0..2090e84 100644
--- a/scalding/src/main/scala/sandcrawler/FatcatScorable.scala
+++ b/scalding/src/main/scala/sandcrawler/FatcatScorable.scala
@@ -11,6 +11,21 @@ import com.twitter.scalding._
import com.twitter.scalding.typed.TDsl._
import parallelai.spyglass.hbase.HBasePipeConversions
+
+class FatcatScorableRight extends Scorable {
+
+ def getSource(args : Args) : Source = {
+ TextLine(args("fatcat-release-input-right"))
+ }
+
+ def getFeaturesPipe(args : Args)(implicit mode : Mode, flowDef : FlowDef) : TypedPipe[Option[MapFeatures]] = {
+ getSource(args).read
+ .toTypedPipe[String](new Fields("line"))
+ .filter { FatcatScorable.keepRecord(_) }
+ .map { FatcatScorable.jsonToMapFeatures(_) }
+ }
+}
+
class FatcatScorable extends Scorable with HBasePipeConversions {
def getSource(args : Args) : Source = {
diff --git a/scalding/src/main/scala/sandcrawler/GroupFatcatWorksSubsetJob.scala b/scalding/src/main/scala/sandcrawler/GroupFatcatWorksSubsetJob.scala
new file mode 100644
index 0000000..ea5e26b
--- /dev/null
+++ b/scalding/src/main/scala/sandcrawler/GroupFatcatWorksSubsetJob.scala
@@ -0,0 +1,52 @@
+package sandcrawler
+
+import cascading.pipe.Pipe
+import com.twitter.scalding.Args
+import com.twitter.scalding.Stat
+import com.twitter.scalding.TypedPipe
+import com.twitter.scalding.TypedTsv
+import parallelai.spyglass.base.JobBase
+
+class GroupFatcatWorksSubsetJob(args: Args) extends JobBase(args) {
+
+ val fatcatLhsRowCount = Stat("fatcat-rows-filtered-left", "sandcrawler")
+ val fatcatRhsRowCount = Stat("fatcat-rows-filtered-right", "sandcrawler")
+ val joinedRowCount = Stat("joined-rows", "sandcrawler")
+
+ val fatcatScorableLhs : Scorable = new FatcatScorable()
+ val fatcatPipeLhs : TypedPipe[(String, ReduceFeatures)] = fatcatScorableLhs
+ .getInputPipe(args)
+ .map { r =>
+ fatcatLhsRowCount.inc
+ r
+ }
+
+ val fatcatScorableRhs : Scorable = new FatcatScorableRight()
+ val fatcatPipeRhs : TypedPipe[(String, ReduceFeatures)] = fatcatScorableRhs
+ .getInputPipe(args)
+ .map { r =>
+ fatcatRhsRowCount.inc
+ r
+ }
+
+ val joinedPipe = fatcatPipeLhs
+ .addTrap(TypedTsv(args("output") + ".trapped"))
+ .join(fatcatPipeRhs)
+
+ // TypedTsv doesn't work over case classes.
+ joinedPipe
+ // filter out trivial self-matches (releases are identical)
+ .filter { case (slug, (fatcatFeaturesLeft, fatcatFeaturesRight)) =>
+ Scorable.selfMatchable(fatcatFeaturesLeft, fatcatFeaturesRight)
+ }
+ .map { case (slug, (fatcatFeaturesLeft, fatcatFeaturesRight)) =>
+ joinedRowCount.inc
+ new ReduceOutput(
+ slug,
+ Scorable.computeSimilarity(fatcatFeaturesLeft, fatcatFeaturesRight),
+ fatcatFeaturesLeft.json,
+ fatcatFeaturesRight.json)
+ }
+ .map { entry => (entry.slug, entry.score, entry.json1, entry.json2) }
+ .write(TypedTsv[(String, Int, String, String)](args("output")))
+}