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t api._ import scala.language.implicitConversions import scala.concurrent.ExecutionContext.Implicits.global import scala.concurrent.duration._ import scala.concurrent.{Await, Future} import scala.util.{Failure, Success} import slick.jdbc.H2Profile.api._ import Models._ import fs2.Strategy object ParallelExecution extends App { val db = Database.forConfig("h2db") //drop original table schema
val futVectorTables = db.run(MTable.getTables) val futDropTable = futVectorTables.flatMap{ tables => { val tableNames = tables.map(t => t.name.name) if (tableNames.contains(NORMAQMQuery.baseTableRow.tableName)) db.run(NORMAQMQuery.schema.drop) else Future() } }.andThen { case Success(_) => println(s"Table ${NORMAQMQuery.baseTableRow.tableName} dropped successfully! ") case Failure(e) => println(s"Failed to drop Table ${NORMAQMQuery.baseTableRow.tableName}, it may not exist! Error: ${e.getMessage}") } Await.ready(futDropTable,Duration.Inf) //create new table to refine AQMRawTable
val actionCreateTable = Models.NORMAQMQuery.schema.create val futCreateTable = db.run(actionCreateTable).andThen { case Success(_) => println("Table created successfully!") case Failure(e) => println(s"Table may exist already! Error: ${e.getMessage}") } //would carry on even fail to create table
Await.ready(futCreateTable,Duration.Inf) //truncate data, only available in slick 3.2.1
val futTruncateTable = futVectorTables.flatMap{ tables => { val tableNames = tables.map(t => t.name.name) if (tableNames.contains(NORMAQMQuery.baseTableRow.tableName)) db.run(NORMAQMQuery.schema.truncate) else Future() } }.andThen { case Success(_) => println(s"Table ${NORMAQMQuery.baseTableRow.tableName} truncated successfully!") case Failure(e) => println(s"Failed to truncate Table ${NORMAQMQuery.baseTableRow.tableName}! Error: ${e.getMessage}") } Await.ready(futDropTable,Duration.Inf) //a conceived task for the purpose of resource consumption //getting id with corresponding name from STATES table
def getStateID(state: String): Int = { //create a stream for state id with state name
implicit def toState(row: StateTable#TableElementType) = StateModel(row.id,row.name) val stateLoader = FDAViewLoader(slick.jdbc.H2Profile)(toState _) val stateSeq = stateLoader.fda_typedRows(StateQuery.result)(db).toSeq //constructed a Stream[Task,String]
val stateStream = fda_staticSource(stateSeq)() var id = -1 def getid: FDAUserTask[FDAROW] = row => { row match { case StateModel(stid,stname) => //target row type
if (stname.contains(state)) { id = stid fda_break //exit
} else fda_skip //take next row
case _ => fda_skip } } stateStream.appendTask(getid).startRun id } //another conceived task for the purpose of resource consumption //getting id with corresponding names from COUNTIES table
def getCountyID(state: String, county: String): Int = { //create a stream for county id with state name and county name
implicit def toCounty(row: CountyTable#TableElementType) = CountyModel(row.id,row.name) val countyLoader = FDAViewLoader(slick.jdbc.H2Profile)(toCounty _) val countySeq = countyLoader.fda_typedRows(CountyQuery.result)(db).toSeq //constructed a Stream[Task,String]
val countyStream = fda_staticSource(countySeq)() var id = -1 def get |