Confugure publication for the package

build.sbt

@@ -1,6 +1,6 @@
 val scala361 = "3.6.1"
 
-ThisBuild / version := "0.0.1-SNAPSHOT"
+ThisBuild / version := "0.0.3-SNAPSHOT"
 ThisBuild / organization := "com.sneaksanddata"
 ThisBuild / scalaVersion := scala361
 
@@ -71,7 +71,7 @@ lazy val root = (project in file("."))
     // For ZIO
     libraryDependencies += "dev.zio" %% "zio-logging" % "2.3.0",
     libraryDependencies += "dev.zio" %% "zio-logging-slf4j" % "2.3.0",
-
+    
     // For DataDog
     libraryDependencies += "org.apache.logging.log4j" % "log4j-to-slf4j" % "2.24.3",
     libraryDependencies += "ch.qos.logback" % "logback-classic" % "1.5.16",

src/main/scala/services/consumers/JdbcConsumer.scala

@@ -34,7 +34,7 @@ type BatchApplicationResult = Boolean
 /**
  * The result of applying a batch.
  */
-type BatchArchivationResult = ResultSet
+class BatchArchivationResult
 
 /**
  * A consumer that consumes batches from a JDBC source.
@@ -46,7 +46,7 @@ class JdbcConsumer[Batch <: StagedVersionedBatch](val options: JdbcConsumerOptio
 
   implicit val ec: scala.concurrent.ExecutionContext = scala.concurrent.ExecutionContext.global
 
-  private val logger: Logger = LoggerFactory.getLogger(classOf[BackfillDataGraphBuilder])
+  private val logger: Logger = LoggerFactory.getLogger(this.getClass)
   private lazy val sqlConnection: Connection = DriverManager.getConnection(options.connectionUrl)
 
   def getPartitionValues(batchName: String, partitionFields: List[String]): Future[Map[String, List[String]]] =
@@ -65,9 +65,10 @@ class JdbcConsumer[Batch <: StagedVersionedBatch](val options: JdbcConsumerOptio
       sqlConnection.prepareStatement(batch.batchQuery.query).execute()
     }
 
-  def archiveBatch(batch: Batch): Future[BatchArchivationResult] =
-    Future(sqlConnection.prepareStatement(batch.archiveExpr).executeQuery())
-      .flatMap(_ => Future(sqlConnection.prepareStatement(s"DROP TABLE ${batch.name}").executeQuery()))
+  def archiveBatch(batch: Batch, archiveTableName: String): Future[BatchArchivationResult] =
+    Future(sqlConnection.prepareStatement(batch.archiveExpr(archiveTableName)).execute())
+      .flatMap(_ => Future(sqlConnection.prepareStatement(s"DROP TABLE ${batch.name}").execute()))
+      .map(_ => new BatchArchivationResult)
 
   def close(): Unit = sqlConnection.close()
 

src/main/scala/services/consumers/SqlServerChangeTracking.scala

@@ -43,7 +43,7 @@ class SqlServerChangeTrackingBackfillBatch(batchName: String, batchSchema: Arcan
 
   override val batchQuery: OverwriteQuery = SqlServerChangeTrackingBackfillQuery(targetName, reduceExpr)
 
-  def archiveExpr: String = s"INSERT OVERWRITE ${targetName}_stream_archive $reduceExpr"
+  def archiveExpr(archiveTableName: String): String = s"INSERT OVERWRITE $archiveTableName $reduceExpr"
 
 object  SqlServerChangeTrackingBackfillBatch:
   /**
@@ -66,7 +66,7 @@ class SqlServerChangeTrackingMergeBatch(batchName: String, batchSchema: ArcaneSc
   override val batchQuery: MergeQuery =
     SqlServerChangeTrackingMergeQuery(targetName = targetName, sourceQuery = reduceExpr, partitionValues = partitionValues, mergeKey = mergeKey, columns = schema.map(f => f.name))
 
-  def archiveExpr: String = s"INSERT INTO ${targetName}_stream_archive $reduceExpr"
+  def archiveExpr(archiveTableName: String): String = s"INSERT INTO $archiveTableName $reduceExpr"
 
 object SqlServerChangeTrackingMergeBatch:
   def apply(batchName: String, batchSchema: ArcaneSchema, targetName: String, partitionValues: Map[String, List[String]]): StagedVersionedBatch =

src/main/scala/services/consumers/StagedBatch.scala

@@ -29,7 +29,7 @@ trait StagedBatch[Query <: StreamingBatchQuery]:
    * Query that should be used to archive this batch data
    * @return SQL query text
    */
-  def archiveExpr: String
+  def archiveExpr(archiveTableName: String): String
 
 
 /**

src/main/scala/services/consumers/SynapseLink.scala

@@ -6,20 +6,20 @@ import models.querygen.{MergeQuery, MergeQueryCommons, OnSegment, OverwriteQuery
 
 object MatchedAppendOnlyDelete:
   def apply(): WhenMatchedDelete = new WhenMatchedDelete {
-    override val segmentCondition: Option[String] = Some(s"${MergeQueryCommons.SOURCE_ALIAS}.IsDelete = true")
+    override val segmentCondition: Option[String] = Some(s"coalesce(${MergeQueryCommons.SOURCE_ALIAS}.IsDelete, false) = true")
   }
 
 object MatchedAppendOnlyUpdate {
   def apply(cols: Seq[String]): WhenMatchedUpdate = new WhenMatchedUpdate {
-    override val segmentCondition: Option[String] = Some(s"${MergeQueryCommons.SOURCE_ALIAS}.IsDelete = false AND ${MergeQueryCommons.SOURCE_ALIAS}.versionnumber > ${MergeQueryCommons.TARGET_ALIAS}.versionnumber")
+    override val segmentCondition: Option[String] = Some(s"coalesce(${MergeQueryCommons.SOURCE_ALIAS}.IsDelete, false) = false AND ${MergeQueryCommons.SOURCE_ALIAS}.versionnumber > ${MergeQueryCommons.TARGET_ALIAS}.versionnumber")
     override val columns: Seq[String] = cols
   }
 }
 
 object NotMatchedAppendOnlyInsert {
   def apply(cols: Seq[String]): WhenNotMatchedInsert = new WhenNotMatchedInsert {
     override val columns: Seq[String] = cols
-    override val segmentCondition: Option[String] = Some(s"${MergeQueryCommons.SOURCE_ALIAS}.IsDelete = false")
+    override val segmentCondition: Option[String] = Some(s"coalesce(${MergeQueryCommons.SOURCE_ALIAS}.IsDelete, false) = false")
   }
 }
 
@@ -43,11 +43,11 @@ class SynapseLinkBackfillBatch(batchName: String, batchSchema: ArcaneSchema, tar
     // thus, we need identify which of the latest versions were deleted after we have found the latest versions for each `Id` - since for backfill we must exclude deletions
     s"""SELECT * FROM (
        | SELECT * FROM $name ORDER BY ROW_NUMBER() OVER (PARTITION BY Id ORDER BY versionnumber DESC) FETCH FIRST 1 ROWS WITH TIES
-       |) WHERE IsDelete = false""".stripMargin
+       |) WHERE coalesce(IsDelete, false) = false""".stripMargin
 
   override val batchQuery: OverwriteQuery = SynapseLinkBackfillQuery(targetName, reduceExpr)
 
-  def archiveExpr: String = s"INSERT OVERWRITE ${targetName}_stream_archive $reduceExpr"
+  def archiveExpr(archiveTableName: String): String = s"INSERT OVERWRITE $archiveTableName $reduceExpr"
 
 object  SynapseLinkBackfillBatch:
   /**
@@ -68,7 +68,7 @@ class SynapseLinkMergeBatch(batchName: String, batchSchema: ArcaneSchema, target
   override val batchQuery: MergeQuery =
     SynapseLinkMergeQuery(targetName = targetName, sourceQuery = reduceExpr, partitionValues = partitionValues, mergeKey = mergeKey, columns = schema.map(f => f.name))
 
-  def archiveExpr: String = s"INSERT INTO ${targetName}_stream_archive $reduceExpr"
+  override def archiveExpr(archiveTableName: String): String = s"INSERT INTO $archiveTableName $reduceExpr"
 
 object SynapseLinkMergeBatch:
   def apply(batchName: String, batchSchema: ArcaneSchema, targetName: String, partitionValues: Map[String, List[String]]): StagedVersionedBatch =

src/main/scala/services/streaming/base/VersionedDataProvider.scala

@@ -10,7 +10,7 @@ import java.time.Duration
  * @tparam DataVersionType The type of the data version.
  * @tparam DataBatchType The type of the data batch.
  */
-trait VersionedDataProvider[DataVersionType, DataBatchType: HasVersion] {
+trait VersionedDataProvider[DataVersionType, DataBatchType] {
 
   /**
    * Requests the changes from the data source.

src/test/resources/generate_a_valid_merge_query_synapse_link.sql

@@ -3,13 +3,13 @@ USING (SELECT * FROM (
  SELECT * FROM test.staged_a ORDER BY ROW_NUMBER() OVER (PARTITION BY Id ORDER BY versionnumber DESC) FETCH FIRST 1 ROWS WITH TIES
 )) t_s
 ON t_o.ARCANE_MERGE_KEY = t_s.ARCANE_MERGE_KEY
-WHEN MATCHED AND t_s.IsDelete = true THEN DELETE
-WHEN MATCHED AND t_s.IsDelete = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = true THEN DELETE
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
  colA = t_s.colA,
 colB = t_s.colB,
 Id = t_s.Id,
 versionnumber = t_s.versionnumber
-WHEN NOT MATCHED AND t_s.IsDelete = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
+WHEN NOT MATCHED AND coalesce(t_s.IsDelete, false) = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
 t_s.colA,
 t_s.colB,
 t_s.Id,

src/test/resources/generate_a_valid_merge_query_with_partitions_synapse_link.sql

@@ -3,13 +3,13 @@ USING (SELECT * FROM (
  SELECT * FROM test.staged_a ORDER BY ROW_NUMBER() OVER (PARTITION BY Id ORDER BY versionnumber DESC) FETCH FIRST 1 ROWS WITH TIES
 )) t_s
 ON t_o.ARCANE_MERGE_KEY = t_s.ARCANE_MERGE_KEY AND t_o.colA IN ('a','b','c')
-WHEN MATCHED AND t_s.IsDelete = true THEN DELETE
-WHEN MATCHED AND t_s.IsDelete = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = true THEN DELETE
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
  colA = t_s.colA,
 colB = t_s.colB,
 Id = t_s.Id,
 versionnumber = t_s.versionnumber
-WHEN NOT MATCHED AND t_s.IsDelete = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
+WHEN NOT MATCHED AND coalesce(t_s.IsDelete, false) = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
 t_s.colA,
 t_s.colB,
 t_s.Id,

src/test/resources/generate_a_valid_synapse_link_backfill_batch_query.sql

@@ -1,4 +1,4 @@
 INSERT OVERWRITE test.table_a
 SELECT * FROM (
  SELECT * FROM test.staged_a ORDER BY ROW_NUMBER() OVER (PARTITION BY Id ORDER BY versionnumber DESC) FETCH FIRST 1 ROWS WITH TIES
-) WHERE IsDelete = false
+) WHERE coalesce(IsDelete, false) = false

src/test/resources/generate_a_valid_synapse_link_merge_query_with_partitions.sql

@@ -3,13 +3,13 @@ USING (SELECT * FROM (
  SELECT * FROM test.staged_a ORDER BY ROW_NUMBER() OVER (PARTITION BY Id ORDER BY versionnumber DESC) FETCH FIRST 1 ROWS WITH TIES
 )) t_s
 ON t_o.ARCANE_MERGE_KEY = t_s.ARCANE_MERGE_KEY AND t_o.colA IN ('a','b','c')
-WHEN MATCHED AND t_s.IsDelete = true THEN DELETE
-WHEN MATCHED AND t_s.IsDelete = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = true THEN DELETE
+WHEN MATCHED AND coalesce(t_s.IsDelete, false) = false AND t_s.versionnumber > t_o.versionnumber THEN UPDATE SET
  colA = t_s.colA,
 colB = t_s.colB,
 Id = t_s.Id,
 versionnumber = t_s.versionnumber
-WHEN NOT MATCHED AND t_s.IsDelete = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
+WHEN NOT MATCHED AND coalesce(t_s.IsDelete, false) = false THEN INSERT (ARCANE_MERGE_KEY,colA,colB,Id,versionnumber) VALUES (t_s.ARCANE_MERGE_KEY,
 t_s.colA,
 t_s.colB,
 t_s.Id,