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JVM module to use CatBoost on Apache Spark
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package ai.catboost.spark.impl
import ai.catboost.spark._
import ru.yandex.catboost.spark.catboost4j_spark.core.src.native_impl._
/**
* Separate app is needed to start Master as an independent process because it can call abort() on
* network errors and we don't want to abort() main Spark driver process.
* On the other hand we don't want to pack separate CatBoost CLI apps for each platform in addition to
* catboost4j-spark-impl library, so that's why there's a simple JVM-based CLI wrapper
*/
private[spark] object AppWrapper {
/**
* Accepts single argument with JSON training params
*/
def apply(mainImpl: () => Int) : Unit = {
try {
val returnValue = mainImpl();
if (returnValue != 0) {
sys.exit(returnValue)
}
} catch {
case t : Throwable => {
t.printStackTrace()
sys.exit(1)
}
}
}
}
private[spark] object MasterApp {
/**
* Accepts single argument with JSON training params
*/
def main(args: Array[String]) : Unit = {
AppWrapper(() => native_impl.ModeFitImpl(new TVector_TString(args)))
}
}
private[spark] object ShutdownWorkersApp {
/**
* Accepts single argument with path to hosts file
*/
def main(args: Array[String]) : Unit = {
if (args.length != 2) {
throw new java.lang.RuntimeException(
"ShutdownWorkersApp expects two arguments: "
)
}
AppWrapper(() => { native_impl.ShutdownWorkers(args(0), args(1).toInt); 0 })
}
}