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1. Updated the test logic 2. Added smoke tests for Spark examples. 3. Added integration tests for Spark with Scala 2.13
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tracker.py | ||
build.sh | ||
xgboost4j-tester/pom.xml | ||
xgboost4j-tester/iris.csv |
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150 changes: 150 additions & 0 deletions
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jvm-packages/xgboost4j-example/src/test/resources/iris.csv
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5.1,3.5,1.4,0.2,Iris-setosa | ||
4.9,3.0,1.4,0.2,Iris-setosa | ||
4.7,3.2,1.3,0.2,Iris-setosa | ||
4.6,3.1,1.5,0.2,Iris-setosa | ||
5.0,3.6,1.4,0.2,Iris-setosa | ||
5.4,3.9,1.7,0.4,Iris-setosa | ||
4.6,3.4,1.4,0.3,Iris-setosa | ||
5.0,3.4,1.5,0.2,Iris-setosa | ||
4.4,2.9,1.4,0.2,Iris-setosa | ||
4.9,3.1,1.5,0.1,Iris-setosa | ||
5.4,3.7,1.5,0.2,Iris-setosa | ||
4.8,3.4,1.6,0.2,Iris-setosa | ||
4.8,3.0,1.4,0.1,Iris-setosa | ||
4.3,3.0,1.1,0.1,Iris-setosa | ||
5.8,4.0,1.2,0.2,Iris-setosa | ||
5.7,4.4,1.5,0.4,Iris-setosa | ||
5.4,3.9,1.3,0.4,Iris-setosa | ||
5.1,3.5,1.4,0.3,Iris-setosa | ||
5.7,3.8,1.7,0.3,Iris-setosa | ||
5.1,3.8,1.5,0.3,Iris-setosa | ||
5.4,3.4,1.7,0.2,Iris-setosa | ||
5.1,3.7,1.5,0.4,Iris-setosa | ||
4.6,3.6,1.0,0.2,Iris-setosa | ||
5.1,3.3,1.7,0.5,Iris-setosa | ||
4.8,3.4,1.9,0.2,Iris-setosa | ||
5.0,3.0,1.6,0.2,Iris-setosa | ||
5.0,3.4,1.6,0.4,Iris-setosa | ||
5.2,3.5,1.5,0.2,Iris-setosa | ||
5.2,3.4,1.4,0.2,Iris-setosa | ||
4.7,3.2,1.6,0.2,Iris-setosa | ||
4.8,3.1,1.6,0.2,Iris-setosa | ||
5.4,3.4,1.5,0.4,Iris-setosa | ||
5.2,4.1,1.5,0.1,Iris-setosa | ||
5.5,4.2,1.4,0.2,Iris-setosa | ||
4.9,3.1,1.5,0.2,Iris-setosa | ||
5.0,3.2,1.2,0.2,Iris-setosa | ||
5.5,3.5,1.3,0.2,Iris-setosa | ||
4.9,3.6,1.4,0.1,Iris-setosa | ||
4.4,3.0,1.3,0.2,Iris-setosa | ||
5.1,3.4,1.5,0.2,Iris-setosa | ||
5.0,3.5,1.3,0.3,Iris-setosa | ||
4.5,2.3,1.3,0.3,Iris-setosa | ||
4.4,3.2,1.3,0.2,Iris-setosa | ||
5.0,3.5,1.6,0.6,Iris-setosa | ||
5.1,3.8,1.9,0.4,Iris-setosa | ||
4.8,3.0,1.4,0.3,Iris-setosa | ||
5.1,3.8,1.6,0.2,Iris-setosa | ||
4.6,3.2,1.4,0.2,Iris-setosa | ||
5.3,3.7,1.5,0.2,Iris-setosa | ||
5.0,3.3,1.4,0.2,Iris-setosa | ||
7.0,3.2,4.7,1.4,Iris-versicolor | ||
6.4,3.2,4.5,1.5,Iris-versicolor | ||
6.9,3.1,4.9,1.5,Iris-versicolor | ||
5.5,2.3,4.0,1.3,Iris-versicolor | ||
6.5,2.8,4.6,1.5,Iris-versicolor | ||
5.7,2.8,4.5,1.3,Iris-versicolor | ||
6.3,3.3,4.7,1.6,Iris-versicolor | ||
4.9,2.4,3.3,1.0,Iris-versicolor | ||
6.6,2.9,4.6,1.3,Iris-versicolor | ||
5.2,2.7,3.9,1.4,Iris-versicolor | ||
5.0,2.0,3.5,1.0,Iris-versicolor | ||
5.9,3.0,4.2,1.5,Iris-versicolor | ||
6.0,2.2,4.0,1.0,Iris-versicolor | ||
6.1,2.9,4.7,1.4,Iris-versicolor | ||
5.6,2.9,3.6,1.3,Iris-versicolor | ||
6.7,3.1,4.4,1.4,Iris-versicolor | ||
5.6,3.0,4.5,1.5,Iris-versicolor | ||
5.8,2.7,4.1,1.0,Iris-versicolor | ||
6.2,2.2,4.5,1.5,Iris-versicolor | ||
5.6,2.5,3.9,1.1,Iris-versicolor | ||
5.9,3.2,4.8,1.8,Iris-versicolor | ||
6.1,2.8,4.0,1.3,Iris-versicolor | ||
6.3,2.5,4.9,1.5,Iris-versicolor | ||
6.1,2.8,4.7,1.2,Iris-versicolor | ||
6.4,2.9,4.3,1.3,Iris-versicolor | ||
6.6,3.0,4.4,1.4,Iris-versicolor | ||
6.8,2.8,4.8,1.4,Iris-versicolor | ||
6.7,3.0,5.0,1.7,Iris-versicolor | ||
6.0,2.9,4.5,1.5,Iris-versicolor | ||
5.7,2.6,3.5,1.0,Iris-versicolor | ||
5.5,2.4,3.8,1.1,Iris-versicolor | ||
5.5,2.4,3.7,1.0,Iris-versicolor | ||
5.8,2.7,3.9,1.2,Iris-versicolor | ||
6.0,2.7,5.1,1.6,Iris-versicolor | ||
5.4,3.0,4.5,1.5,Iris-versicolor | ||
6.0,3.4,4.5,1.6,Iris-versicolor | ||
6.7,3.1,4.7,1.5,Iris-versicolor | ||
6.3,2.3,4.4,1.3,Iris-versicolor | ||
5.6,3.0,4.1,1.3,Iris-versicolor | ||
5.5,2.5,4.0,1.3,Iris-versicolor | ||
5.5,2.6,4.4,1.2,Iris-versicolor | ||
6.1,3.0,4.6,1.4,Iris-versicolor | ||
5.8,2.6,4.0,1.2,Iris-versicolor | ||
5.0,2.3,3.3,1.0,Iris-versicolor | ||
5.6,2.7,4.2,1.3,Iris-versicolor | ||
5.7,3.0,4.2,1.2,Iris-versicolor | ||
5.7,2.9,4.2,1.3,Iris-versicolor | ||
6.2,2.9,4.3,1.3,Iris-versicolor | ||
5.1,2.5,3.0,1.1,Iris-versicolor | ||
5.7,2.8,4.1,1.3,Iris-versicolor | ||
6.3,3.3,6.0,2.5,Iris-virginica | ||
5.8,2.7,5.1,1.9,Iris-virginica | ||
7.1,3.0,5.9,2.1,Iris-virginica | ||
6.3,2.9,5.6,1.8,Iris-virginica | ||
6.5,3.0,5.8,2.2,Iris-virginica | ||
7.6,3.0,6.6,2.1,Iris-virginica | ||
4.9,2.5,4.5,1.7,Iris-virginica | ||
7.3,2.9,6.3,1.8,Iris-virginica | ||
6.7,2.5,5.8,1.8,Iris-virginica | ||
7.2,3.6,6.1,2.5,Iris-virginica | ||
6.5,3.2,5.1,2.0,Iris-virginica | ||
6.4,2.7,5.3,1.9,Iris-virginica | ||
6.8,3.0,5.5,2.1,Iris-virginica | ||
5.7,2.5,5.0,2.0,Iris-virginica | ||
5.8,2.8,5.1,2.4,Iris-virginica | ||
6.4,3.2,5.3,2.3,Iris-virginica | ||
6.5,3.0,5.5,1.8,Iris-virginica | ||
7.7,3.8,6.7,2.2,Iris-virginica | ||
7.7,2.6,6.9,2.3,Iris-virginica | ||
6.0,2.2,5.0,1.5,Iris-virginica | ||
6.9,3.2,5.7,2.3,Iris-virginica | ||
5.6,2.8,4.9,2.0,Iris-virginica | ||
7.7,2.8,6.7,2.0,Iris-virginica | ||
6.3,2.7,4.9,1.8,Iris-virginica | ||
6.7,3.3,5.7,2.1,Iris-virginica | ||
7.2,3.2,6.0,1.8,Iris-virginica | ||
6.2,2.8,4.8,1.8,Iris-virginica | ||
6.1,3.0,4.9,1.8,Iris-virginica | ||
6.4,2.8,5.6,2.1,Iris-virginica | ||
7.2,3.0,5.8,1.6,Iris-virginica | ||
7.4,2.8,6.1,1.9,Iris-virginica | ||
7.9,3.8,6.4,2.0,Iris-virginica | ||
6.4,2.8,5.6,2.2,Iris-virginica | ||
6.3,2.8,5.1,1.5,Iris-virginica | ||
6.1,2.6,5.6,1.4,Iris-virginica | ||
7.7,3.0,6.1,2.3,Iris-virginica | ||
6.3,3.4,5.6,2.4,Iris-virginica | ||
6.4,3.1,5.5,1.8,Iris-virginica | ||
6.0,3.0,4.8,1.8,Iris-virginica | ||
6.9,3.1,5.4,2.1,Iris-virginica | ||
6.7,3.1,5.6,2.4,Iris-virginica | ||
6.9,3.1,5.1,2.3,Iris-virginica | ||
5.8,2.7,5.1,1.9,Iris-virginica | ||
6.8,3.2,5.9,2.3,Iris-virginica | ||
6.7,3.3,5.7,2.5,Iris-virginica | ||
6.7,3.0,5.2,2.3,Iris-virginica | ||
6.3,2.5,5.0,1.9,Iris-virginica | ||
6.5,3.0,5.2,2.0,Iris-virginica | ||
6.2,3.4,5.4,2.3,Iris-virginica | ||
5.9,3.0,5.1,1.8,Iris-virginica |
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77
...st4j-example/src/test/scala/ml/dmlc/xgboost4j/scala/example/spark/SparkExamplesTest.scala
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/* | ||
Copyright (c) 2014-2023 by Contributors | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
http://www.apache.org/licenses/LICENSE-2.0 | ||
Unless required by applicable law or agreed to in writing, software | ||
distributed under the License is distributed on an "AS IS" BASIS, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. | ||
*/ | ||
package ml.dmlc.xgboost4j.scala.example.spark | ||
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||
import org.apache.spark.sql.SparkSession | ||
import org.scalatest.BeforeAndAfterAll | ||
import org.scalatest.funsuite.AnyFunSuite | ||
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import java.io.File | ||
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class SparkExamplesTest extends AnyFunSuite with BeforeAndAfterAll { | ||
protected val numWorkers: Int = scala.math.min(Runtime.getRuntime.availableProcessors(), 4) | ||
private val iris = getClass.getClassLoader.getResource("iris.csv").getPath | ||
private var spark: SparkSession = _ | ||
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override def beforeAll(): Unit = { | ||
if (spark == null) { | ||
spark = SparkSession | ||
.builder() | ||
.appName("XGBoost4J-Spark Pipeline Example") | ||
.master(s"local[${numWorkers}]") | ||
.config("spark.ui.enabled", value = false) | ||
.config("spark.driver.memory", "512m") | ||
.config("spark.barrier.sync.timeout", 10) | ||
.config("spark.task.cpus", 1) | ||
.getOrCreate() | ||
spark.sparkContext.setLogLevel("ERROR") | ||
} | ||
} | ||
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override def afterAll(): Unit = { | ||
if (spark != null) { | ||
spark.stop() | ||
cleanExternalCache(spark.sparkContext.appName) | ||
spark = null | ||
} | ||
} | ||
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private def cleanExternalCache(prefix: String): Unit = { | ||
val dir = new File(".") | ||
for (file <- dir.listFiles() if file.getName.startsWith(prefix)) { | ||
file.delete() | ||
} | ||
} | ||
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test("Smoke test for SparkMLlibPipeline example") { | ||
SparkMLlibPipeline.run(spark, iris, "target/native-model", | ||
"target/pipeline-model", "auto", 2) | ||
} | ||
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test("Smoke test for SparkTraining example") { | ||
val spark = SparkSession | ||
.builder() | ||
.appName("XGBoost4J-Spark Pipeline Example") | ||
.master(s"local[${numWorkers}]") | ||
.config("spark.ui.enabled", value = false) | ||
.config("spark.driver.memory", "512m") | ||
.config("spark.barrier.sync.timeout", 10) | ||
.config("spark.task.cpus", 1) | ||
.getOrCreate() | ||
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SparkTraining.run(spark, iris, "auto", 2) | ||
} | ||
} |
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