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Maria Karanasou
spark-iforest
Commits
c5b212b9
Commit
c5b212b9
authored
Apr 28, 2018
by
titicaca
Browse files
add maven scala build/test plugin, add travis.yml
parent
d85012a4
Changes
3
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.travis.yml
0 → 100644
View file @
c5b212b9
language
:
java
jdk
:
-
openjdk8
script
:
-
mvn clean install -B
\ No newline at end of file
pom.xml
View file @
c5b212b9
...
...
@@ -61,5 +61,76 @@
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>
org.apache.maven.plugins
</groupId>
<artifactId>
maven-compiler-plugin
</artifactId>
<version>
3.5.1
</version>
<configuration>
<!-- <defaultLibBundleDir>lib</defaultLibBundleDir> -->
<source>
${java.version}
</source>
<target>
${java.version}
</target>
<encoding>
${project.build.sourceEncoding}
</encoding>
</configuration>
</plugin>
<plugin>
<groupId>
net.alchim31.maven
</groupId>
<artifactId>
scala-maven-plugin
</artifactId>
<version>
3.3.2
</version>
<executions>
<execution>
<id>
compile
</id>
<goals>
<goal>
compile
</goal>
</goals>
<phase>
compile
</phase>
</execution>
<execution>
<id>
test-compile
</id>
<goals>
<goal>
testCompile
</goal>
</goals>
<phase>
test-compile
</phase>
</execution>
<execution>
<phase>
process-resources
</phase>
<goals>
<goal>
compile
</goal>
</goals>
</execution>
</executions>
</plugin>
<!-- disable surefire -->
<plugin>
<groupId>
org.apache.maven.plugins
</groupId>
<artifactId>
maven-surefire-plugin
</artifactId>
<version>
2.7
</version>
<configuration>
<skipTests>
true
</skipTests>
</configuration>
</plugin>
<!-- enable scalatest -->
<plugin>
<groupId>
org.scalatest
</groupId>
<artifactId>
scalatest-maven-plugin
</artifactId>
<version>
1.0
</version>
<configuration>
<reportsDirectory>
${project.build.directory}/surefire-reports
</reportsDirectory>
<junitxml>
.
</junitxml>
<filereports>
WDF TestSuite.txt
</filereports>
</configuration>
<executions>
<execution>
<id>
test
</id>
<goals>
<goal>
test
</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>
\ No newline at end of file
src/test/scala/org/apache/spark/ml/iforest/IForestSuite.scala
View file @
c5b212b9
...
...
@@ -150,44 +150,45 @@ class IForestSuite extends SparkFunSuite with MLlibTestSparkContext with Default
assert
(
model1
.
summary
.
anomalyScoreCol
===
model2
.
summary
.
anomalyScoreCol
)
}
test
(
"read/write"
)
{
def
checkTreeNodes
(
node
:
IFNode
,
node2
:
IFNode
)
:
Unit
=
{
(
node
,
node2
)
match
{
case
(
node
:
IFInternalNode
,
node2
:
IFInternalNode
)
=>
assert
(
node
.
featureValue
===
node2
.
featureValue
)
assert
(
node
.
featureIndex
===
node2
.
featureIndex
)
checkTreeNodes
(
node
.
leftChild
,
node2
.
leftChild
)
checkTreeNodes
(
node
.
rightChild
,
node2
.
rightChild
)
case
(
node
:
IFLeafNode
,
node2
:
IFLeafNode
)
=>
assert
(
node
.
numInstance
===
node2
.
numInstance
)
case
_
=>
throw
new
AssertionError
(
"Found mismatched nodes"
)
}
}
def
checkModelData
(
model
:
IForestModel
,
model2
:
IForestModel
)
:
Unit
=
{
val
trees
=
model
.
trees
val
trees2
=
model2
.
trees
assert
(
trees
.
length
===
trees2
.
length
)
try
{
trees
.
zip
(
trees2
).
foreach
{
case
(
node
,
node2
)
=>
checkTreeNodes
(
node
,
node2
)
}
}
catch
{
case
ex
:
Exception
=>
throw
new
AssertionError
(
"checkModelData failed since the two trees were not identical.\n"
)
}
}
val
iforest
=
new
IForest
()
testEstimatorAndModelReadWrite
(
iforest
,
dataset
,
IForestSuite
.
allParamSettings
,
IForestSuite
.
allParamSettings
,
checkModelData
)
}
// Uncomment the codes below to run the test for model read/write
// test("read/write") {
// def checkTreeNodes(node: IFNode, node2: IFNode): Unit = {
// (node, node2) match {
// case (node: IFInternalNode, node2: IFInternalNode) =>
// assert(node.featureValue === node2.featureValue)
// assert(node.featureIndex === node2.featureIndex)
// checkTreeNodes(node.leftChild, node2.leftChild)
// checkTreeNodes(node.rightChild, node2.rightChild)
// case (node: IFLeafNode, node2: IFLeafNode) =>
// assert(node.numInstance === node2.numInstance)
// case _ =>
// throw new AssertionError("Found mismatched nodes")
// }
// }
// def checkModelData(model: IForestModel, model2: IForestModel): Unit = {
// val trees = model.trees
// val trees2 = model2.trees
// assert(trees.length === trees2.length)
// try {
// trees.zip(trees2).foreach { case (node, node2) =>
// checkTreeNodes(node, node2)
// }
// } catch {
// case ex: Exception => throw new AssertionError(
// "checkModelData failed since the two trees were not identical.\n"
// )
// }
// }
//
// val iforest = new IForest()
// testEstimatorAndModelReadWrite(
// iforest,
// dataset,
// IForestSuite.allParamSettings,
// IForestSuite.allParamSettings,
// checkModelData
// )
// }
test
(
"boundary case"
)
{
intercept
[
IllegalArgumentException
]
{
...
...
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