2 files changed, 43 insertions, 18 deletions
diff --git a/scalding/src/main/scala/sandcrawler/HBaseStatusCountJob.scala b/scalding/src/main/scala/sandcrawler/HBaseStatusCountJob.scala
index aabf9f8..dbd444d 100644
--- a/scalding/src/main/scala/sandcrawler/HBaseStatusCountJob.scala
+++ b/scalding/src/main/scala/sandcrawler/HBaseStatusCountJob.scala
@@ -1,5 +1,28 @@
 package sandcrawler
 
+
 import com.twitter.scalding.Args
+import com.twitter.scalding._
+import com.twitter.scalding.typed.TDsl._
+import org.apache.hadoop.hbase.io.ImmutableBytesWritable
+import org.apache.hadoop.hbase.util.Bytes
+import parallelai.spyglass.base.JobBase
+import parallelai.spyglass.hbase.HBasePipeConversions
+
+
+class HBaseStatusCountJob(args: Args) extends JobBase(args) with HBasePipeConversions {
+
+  val source = HBaseCountJob.getHBaseSource(args("hbase-table"),
+                                            args("zookeeper-hosts"),
+                                            "grobid0:status_code")
+
+  val statusPipe : TypedPipe[Long] = source
+    .read
+    .toTypedPipe[(ImmutableBytesWritable,ImmutableBytesWritable)]('key, 'status_code)
+    .map { case (key, raw_code) => Bytes.toLong(raw_code.copyBytes()) }
 
-class HBaseStatusCountJob(args: Args) extends HBaseCountJob(args, "grobid0:status_code")
+  statusPipe.groupBy { identity }
+    .size
+    .debug
+    .write(TypedTsv[(Long,Long)](args("output")))
+}
diff --git a/scalding/src/test/scala/sandcrawler/HBaseStatusCountTest.scala b/scalding/src/test/scala/sandcrawler/HBaseStatusCountTest.scala
index fca9c69..11ab1d0 100644
--- a/scalding/src/test/scala/sandcrawler/HBaseStatusCountTest.scala
+++ b/scalding/src/test/scala/sandcrawler/HBaseStatusCountTest.scala
@@ -1,7 +1,7 @@
 package sandcrawler
 
 import cascading.tuple.{Tuple, Fields}
-import com.twitter.scalding.{JobTest, Tsv, TupleConversions}
+import com.twitter.scalding.{JobTest, Tsv, TypedTsv, TupleConversions}
 import org.apache.hadoop.hbase.io.ImmutableBytesWritable
 import org.apache.hadoop.hbase.util.Bytes
 import org.junit.runner.RunWith
@@ -20,22 +20,24 @@ class HBaseStatusCountTest extends FunSpec with TupleConversions {
 
   val log = LoggerFactory.getLogger(this.getClass.getName)
 
-  val statusType1 = "200"
-  val statusType2 = "404"
+  val statusType1 : Long = 200
+  val statusType2 : Long = 404
+  val statusType1Bytes = Bytes.toBytes(statusType1)
+  val statusType2Bytes = Bytes.toBytes(statusType2)
 
   val sampleData = List(
-    List("sha1:K2DKSSVTXWPRMFDTWSTCQW3RVWRIOV3Q", statusType1),
-    List("sha1:C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ3WU", statusType1),
-    List("sha1:SDKUVHC3YNNEGH5WAG5ZAAXWAEBNX4WT", statusType2),
-    List("sha1:35985C3YNNEGH5WAG5ZAAXWAEBNXJW56", statusType2),
-    List("sha1:885C3YNNEGH5WAG5ZAAXWA8BNXJWT6CZ", statusType2),
-    List("sha1:00904C3YNNEGH5WAG5ZA9XWAEBNXJWT6", statusType2),
-    List("sha1:249C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ", statusType1),
-    List("sha1:095893C3YNNEGH5WAG5ZAAXWAEBNXJWT", statusType2)
+    List(Bytes.toBytes("sha1:K2DKSSVTXWPRMFDTWSTCQW3RVWRIOV3Q"), statusType1Bytes),
+    List(Bytes.toBytes("sha1:C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ3WU"), statusType1Bytes),
+    List(Bytes.toBytes("sha1:SDKUVHC3YNNEGH5WAG5ZAAXWAEBNX4WT"), statusType2Bytes),
+    List(Bytes.toBytes("sha1:35985C3YNNEGH5WAG5ZAAXWAEBNXJW56"), statusType2Bytes),
+    List(Bytes.toBytes("sha1:885C3YNNEGH5WAG5ZAAXWA8BNXJWT6CZ"), statusType2Bytes),
+    List(Bytes.toBytes("sha1:00904C3YNNEGH5WAG5ZA9XWAEBNXJWT6"), statusType2Bytes),
+    List(Bytes.toBytes("sha1:249C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ"), statusType1Bytes),
+    List(Bytes.toBytes("sha1:095893C3YNNEGH5WAG5ZAAXWAEBNXJWT"), statusType2Bytes)
   )
 
-  val statusType1Count = sampleData.count(lst => lst(1) == statusType1)
-  val statusType2Count = sampleData.count(lst => lst(1) == statusType2)
+  val statusType1Count = sampleData.count(lst => lst(1) == statusType1Bytes)
+  val statusType2Count = sampleData.count(lst => lst(1) == statusType2Bytes)
 
   JobTest("sandcrawler.HBaseStatusCountJob")
     .arg("test", "")
@@ -45,15 +47,15 @@ class HBaseStatusCountTest extends FunSpec with TupleConversions {
     .arg("zookeeper-hosts", testHost)
     .arg("debug", "true")
     .source[Tuple](HBaseCountJob.getHBaseSource(testTable, testHost, "grobid0:status_code"),
-      sampleData.map(l => new Tuple(l.map(s => {new ImmutableBytesWritable(Bytes.toBytes(s))}):_*)))
-      .sink[Tuple](Tsv(output)) {
+      sampleData.map(l => new Tuple(l.map(s => {new ImmutableBytesWritable(s)}):_*)))
+      .sink[Tuple](TypedTsv[(Long, Long)](output)) {
         outputBuffer =>
         it("should return a 2-element list.") {
           assert(outputBuffer.size === 2)
         }
 
-        // Convert List[Tuple] to Map[String, Integer].
-        val counts = outputBuffer.map(t => (t.getString(0), t.getInteger(1))).toMap
+        // Convert List[Tuple] to Map[Long, Long].
+        val counts = outputBuffer.map(t => (t.getLong(0), t.getLong(1))).toMap
         it("should have the appropriate number of each status type") {
           assert(counts(statusType1) == statusType1Count)
           assert(counts(statusType2) == statusType2Count)