From 67945bd622c6d7badaa82994be4510f29f667138 Mon Sep 17 00:00:00 2001 From: Vijay Date: Fri, 10 Apr 2020 12:26:55 -0700 Subject: [PATCH 1/9] odfe 1.6 AD support --- build.gradle | 180 ++++++++---------- gradle/wrapper/gradle-wrapper.properties | 2 +- .../ad/util/ParseUtils.java | 9 +- ...ndistro-job-scheduler-1.4.0.0-SNAPSHOT.zip | Bin 221553 -> 0 bytes .../opendistro-job-scheduler-1.6.0.0.zip | Bin 0 -> 197659 bytes 5 files changed, 81 insertions(+), 110 deletions(-) delete mode 100644 src/test/resources/job-scheduler/opendistro-job-scheduler-1.4.0.0-SNAPSHOT.zip create mode 100644 src/test/resources/job-scheduler/opendistro-job-scheduler-1.6.0.0.zip diff --git a/build.gradle b/build.gradle index 15f6b18b..92673f76 100644 --- a/build.gradle +++ b/build.gradle @@ -16,9 +16,9 @@ buildscript { ext { es_group = "org.elasticsearch" - es_version = '7.4.2' - es_distribution = 'oss-zip' + es_version = '7.6.1' } + repositories { mavenCentral() maven { url "https://plugins.gradle.org/m2/" } @@ -31,8 +31,9 @@ buildscript { } plugins { - id 'nebula.ospackage' version "5.3.0" + id 'nebula.ospackage' version "8.2.0" apply false id "com.diffplug.gradle.spotless" version "3.26.1" + id 'java-library' } repositories { @@ -42,9 +43,8 @@ repositories { } ext { - opendistroVersion = '1.4.0' + opendistroVersion = '1.6.0' isSnapshot = "true" == System.getProperty("build.snapshot", "true") - job_scheduler_plugin_zip = "file://${fileTree("src/test/resources/job-scheduler").getSingleFile().absolutePath}" } version = "${opendistroVersion}.0" @@ -135,61 +135,6 @@ def getSeedHosts = { int num -> _seed_hosts } -tasks.create(name : "runMultiNode", type: org.elasticsearch.gradle.test.RunTask) { - daemonize = true - numNodes = _numNodes - // this has to be false otherwise ClusterFormationTasks.groovy will set discovery.seed_providers to file - autoSetHostsProvider = false - setting 'http.port', '9200-9300' - setting 'transport.port', '9300-9400' - setting 'discovery.seed_hosts', getSeedHosts(numNodes) - clusterName = 'multi-node-run' - plugin project.path - distribution = es_distribution - // Temporary until job-scheduler is published to Maven - setupCommand('installPlugin', 'bin/elasticsearch-plugin', 'install', job_scheduler_plugin_zip) -} - -tasks.create(name: "startMultiNode") { - if (_numNodes == 1) { - dependsOn "runMultiNode#start" - } else { - (0..<_numNodes).each { n -> dependsOn "runMultiNode#node${n}.start" } - } -} - -tasks.create(name : "runSingleNode", type: org.elasticsearch.gradle.test.RunTask) { - daemonize = true - numNodes = 3 - // this has to be false otherwise ClusterFormationTasks.groovy will set discovery.seed_providers to file - autoSetHostsProvider = false - // this has to be false otherwise ClusterFormationTasks.groovy will set cluster.initial_master_nodes to all 3 nodes - autoSetInitialMasterNodes = false - setting 'http.port', '9200-9300' - setting 'transport.port', '9300-9400' - setting 'discovery.seed_hosts', getSeedHosts(numNodes) - setting 'node.master', true - setting 'node.data', true - setting 'node.ingest', true - // since we want to start one node at a time, we have to provide the node we are going to start first - setting 'cluster.initial_master_nodes', "[\"node-0\"]" - clusterName = 'multi-node-run' - plugin project.path - distribution = es_distribution -} - -(0..2).each { i -> - tasks.create(name: "startSingleNode$i") { - dependsOn "runSingleNode#node${i}.start" - } -} - -task stopMultiNode(type: Exec) { - commandLine "bash", "-c", "kill -9 \$(ps aux | grep lastic | grep -v grep | grep -v stopMultiNode | awk '{print \$2}')" - sleep(1000) - dependsOn "clean" -} - def es_tmp_dir = rootProject.file('build/private/es_tmp').absoluteFile es_tmp_dir.mkdirs() @@ -198,31 +143,59 @@ test { systemProperty 'tests.security.manager', 'false' } -integTestRunner { - systemProperty 'tests.security.manager', 'false' - systemProperty 'java.io.tmpdir', es_tmp_dir.absolutePath - systemProperty 'tests.locale', 'en' - // Tell the test JVM if the cluster JVM is running under a debugger so that tests can use longer timeouts for - // requests. The 'doFirst' delays reading the debug setting on the cluster till execution time. - doFirst { systemProperty 'cluster.debug', integTestCluster.debug } - - // The --debug-jvm command-line option makes the cluster debuggable; this makes the tests debuggable - if (System.getProperty("test.debug") != null) { - jvmArgs '-agentlib:jdwp=transport=dt_socket,server=y,suspend=y,address=*:5005' +integTest { + runner { + systemProperty 'tests.security.manager', 'false' + systemProperty 'java.io.tmpdir', es_tmp_dir.absolutePath + // The 'doFirst' delays till execution time. + doFirst { + // Tell the test JVM if the cluster JVM is running under a debugger so that tests can + // use longer timeouts for requests. + def isDebuggingCluster = getDebug() || System.getProperty("test.debug") != null + systemProperty 'cluster.debug', isDebuggingCluster + // Set number of nodes system property to be used in tests + systemProperty 'cluster.number_of_nodes', "${_numNodes}" + // There seems to be an issue when running multi node run or integ tasks with unicast_hosts + // not being written, the waitForAllConditions ensures it's written +// getClusters().forEach { cluster -> +// cluster.waitForAllConditions() +// } + } + + // The --debug-jvm command-line option makes the cluster debuggable; this makes the tests debuggable + if (System.getProperty("test.debug") != null) { + jvmArgs '-agentlib:jdwp=transport=dt_socket,server=y,suspend=y,address=*:5005' + } } } -integTestCluster { - distribution = es_distribution - // Temporary until job-scheduler is published to Maven - setupCommand('installPlugin', 'bin/elasticsearch-plugin', 'install', job_scheduler_plugin_zip) +testClusters.integTest { + testDistribution = "OSS" + // Cluster shrink exception thrown if we try to set numberOfNodes to 1, so only apply if > 1 + if (_numNodes > 1) numberOfNodes = _numNodes + // When running integration tests it doesn't forward the --debug-jvm to the cluster anymore + // i.e. we have to use a custom property to flag when we want to debug elasticsearch JVM + // since we also support multi node integration tests we increase debugPort per node + if (System.getProperty("es.debug") != null) { + def debugPort = 5005 + nodes.forEach { node -> + node.jvmArgs("-agentlib:jdwp=transport=dt_socket,server=n,suspend=y,address=*:${debugPort}") + debugPort += 1 + } + } + plugin(fileTree("src/test/resources/job-scheduler").getSingleFile()) } -run { - distribution = es_distribution - // Temporary until job-scheduler is published to Maven - setupCommand('installPlugin', 'bin/elasticsearch-plugin', 'install', job_scheduler_plugin_zip) -} +//run { +// doFirst { +// // There seems to be an issue when running multi node run or integ tasks with unicast_hosts +// // not being written, the waitForAllConditions ensures it's written +// getClusters().forEach { cluster -> +// cluster.waitForAllConditions() +// } +// } +// plugin(fileTree("src/test/resources/job-scheduler").getSingleFile()) +//} evaluationDependsOnChildren() @@ -296,8 +269,9 @@ check.dependsOn jacocoTestCoverageVerification jacocoTestCoverageVerification.dependsOn jacocoTestReport dependencies { + compile "org.elasticsearch:elasticsearch:${es_version}" compileOnly "org.elasticsearch.plugin:elasticsearch-scripting-painless-spi:${versions.elasticsearch}" - compileOnly "com.amazon.opendistroforelasticsearch:opendistro-job-scheduler-spi:1.4.0.0" + compileOnly "com.amazon.opendistroforelasticsearch:opendistro-job-scheduler-spi:1.6.0.0" compile group: 'com.google.guava', name: 'guava', version:'15.0' compile group: 'org.apache.commons', name: 'commons-math3', version: '3.6.1' compile group: 'com.google.code.gson', name: 'gson', version: '2.8.5' @@ -327,28 +301,28 @@ apply plugin: 'nebula.ospackage' // This is afterEvaluate because the bundlePlugin ZIP task is updated afterEvaluate and changes the ZIP name to match the plugin name afterEvaluate { - project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin").dependsOn("run#installPlugin") - project.tasks.getByName("run#installPlugin").dependsOn.remove(project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin")) - project.tasks.getByName("run#installPlugin").dependsOn("run#copyPlugins") - project.tasks.getByName("run#start").dependsOn.remove(project.tasks.getByName("run#installPlugin")) - project.tasks.getByName("run#start").dependsOn("run#installOpendistroAnomalyDetectorPlugin") - - if (_numNodes == 1) { - project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#installPlugin") - project.tasks.getByName("runMultiNode#installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin")) - project.tasks.getByName("runMultiNode#installPlugin").dependsOn("runMultiNode#copyPlugins") - project.tasks.getByName("runMultiNode#start").dependsOn.remove(project.tasks.getByName("runMultiNode#installPlugin")) - project.tasks.getByName("runMultiNode#start").dependsOn("runMultiNode#installOpendistroAnomalyDetectorPlugin") - } else { - (0..<_numNodes).each { - n -> - project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#node${n}.installPlugin") - project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin")) - project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn("runMultiNode#node${n}.copyPlugins") - project.tasks.getByName("runMultiNode#node${n}.start").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installPlugin")) - project.tasks.getByName("runMultiNode#node${n}.start").dependsOn("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin") - } - } +// project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin").dependsOn("run#installPlugin") +// project.tasks.getByName("run#installPlugin").dependsOn.remove(project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin")) +// project.tasks.getByName("run#installPlugin").dependsOn("run#copyPlugins") +// project.tasks.getByName("run#start").dependsOn.remove(project.tasks.getByName("run#installPlugin")) +// project.tasks.getByName("run#start").dependsOn("run#installOpendistroAnomalyDetectorPlugin") +// +// if (_numNodes == 1) { +// project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#installPlugin") +// project.tasks.getByName("runMultiNode#installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin")) +// project.tasks.getByName("runMultiNode#installPlugin").dependsOn("runMultiNode#copyPlugins") +// project.tasks.getByName("runMultiNode#start").dependsOn.remove(project.tasks.getByName("runMultiNode#installPlugin")) +// project.tasks.getByName("runMultiNode#start").dependsOn("runMultiNode#installOpendistroAnomalyDetectorPlugin") +// } else { +// (0..<_numNodes).each { +// n -> +// project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#node${n}.installPlugin") +// project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin")) +// project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn("runMultiNode#node${n}.copyPlugins") +// project.tasks.getByName("runMultiNode#node${n}.start").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installPlugin")) +// project.tasks.getByName("runMultiNode#node${n}.start").dependsOn("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin") +// } +// } ospackage { packageName = "${name}" diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties index 063322f7..36df5b4a 100644 --- a/gradle/wrapper/gradle-wrapper.properties +++ b/gradle/wrapper/gradle-wrapper.properties @@ -3,4 +3,4 @@ distributionBase=GRADLE_USER_HOME distributionPath=wrapper/dists zipStoreBase=GRADLE_USER_HOME zipStorePath=wrapper/dists -distributionUrl=https\://services.gradle.org/distributions/gradle-5.6.2-all.zip +distributionUrl=https\://services.gradle.org/distributions/gradle-6.2.1-bin.zip diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java index 5e2edc11..7a6a6cbd 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java @@ -219,12 +219,9 @@ public static AggregatorFactories.Builder parseAggregators(XContentParser parser ); } - aggBuilder = parser - .namedObject( - BaseAggregationBuilder.class, - fieldName, - new AggregatorFactories.AggParseContext(aggregationName) - ); + aggBuilder = parser.namedObject(BaseAggregationBuilder.class, fieldName, aggregationName + // new AggregatorFactories.AggParseContext(aggregationName) + ); } } else { throw new ParsingException( diff --git a/src/test/resources/job-scheduler/opendistro-job-scheduler-1.4.0.0-SNAPSHOT.zip b/src/test/resources/job-scheduler/opendistro-job-scheduler-1.4.0.0-SNAPSHOT.zip deleted file mode 100644 index 99a5b603ac8554a1a354c5af88015a58e97356a5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 221553 zcmV()K;OSmO9KQ7000OG0P%b$P@{0G->w1x0ObV$02}}S0B~$|XK8LNWMy+>a%pgM zZ*neha&K^Da&&2BbA437Zrd;nz56SO9FN2C)%G}bg^y(G5*shunca0o1tb+TTs8IEu{fqwq;0|pjy+zxB#+q(EiYK%&V$StC za#vuzAu>UC%(PQirP14;9S1OKNXLgqvMwCF6W9Dj^S+AZ*%Kb|ymcc!3|*;F 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+++++----------------------------------------------- 1 file changed, 6 insertions(+), 66 deletions(-) diff --git a/build.gradle b/build.gradle index 92673f76..48d674c1 100644 --- a/build.gradle +++ b/build.gradle @@ -55,6 +55,9 @@ apply plugin: 'elasticsearch.esplugin' apply plugin: 'base' apply plugin: 'jacoco' +def usingRemoteCluster = System.properties.containsKey('tests.rest.cluster') || System.properties.containsKey('tests.cluster') +def usingMultiNode = project.properties.containsKey('numNodes') + allprojects { group = 'com.amazon.opendistroforelasticsearch' @@ -116,25 +119,6 @@ thirdPartyAudit.enabled = false // See package README.md for details on using these tasks. def _numNodes = findProperty('numNodes') as Integer ?: 1 -def getSeedHosts = { int num -> - def _localhost = "127.0.0.1:" - def _startPort = 9300 - - def _seed_hosts = new StringBuilder() - _seed_hosts.append("[") - - (0..< num).each { i -> - if (i>0) { - _seed_hosts.append(", ") - } - def _host = "\"" + _localhost + (_startPort + i) + "\"" - _seed_hosts.append(_host) - } - - _seed_hosts.append("]") - _seed_hosts -} - def es_tmp_dir = rootProject.file('build/private/es_tmp').absoluteFile es_tmp_dir.mkdirs() @@ -157,9 +141,9 @@ integTest { systemProperty 'cluster.number_of_nodes', "${_numNodes}" // There seems to be an issue when running multi node run or integ tasks with unicast_hosts // not being written, the waitForAllConditions ensures it's written -// getClusters().forEach { cluster -> -// cluster.waitForAllConditions() -// } + getClusters().forEach { cluster -> + cluster.waitForAllConditions() + } } // The --debug-jvm command-line option makes the cluster debuggable; this makes the tests debuggable @@ -186,17 +170,6 @@ testClusters.integTest { plugin(fileTree("src/test/resources/job-scheduler").getSingleFile()) } -//run { -// doFirst { -// // There seems to be an issue when running multi node run or integ tasks with unicast_hosts -// // not being written, the waitForAllConditions ensures it's written -// getClusters().forEach { cluster -> -// cluster.waitForAllConditions() -// } -// } -// plugin(fileTree("src/test/resources/job-scheduler").getSingleFile()) -//} - evaluationDependsOnChildren() task release(type: Copy, group: 'build') { @@ -301,29 +274,6 @@ apply plugin: 'nebula.ospackage' // This is afterEvaluate because the bundlePlugin ZIP task is updated afterEvaluate and changes the ZIP name to match the plugin name afterEvaluate { -// project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin").dependsOn("run#installPlugin") -// project.tasks.getByName("run#installPlugin").dependsOn.remove(project.tasks.getByName("run#installOpendistroAnomalyDetectorPlugin")) -// project.tasks.getByName("run#installPlugin").dependsOn("run#copyPlugins") -// project.tasks.getByName("run#start").dependsOn.remove(project.tasks.getByName("run#installPlugin")) -// project.tasks.getByName("run#start").dependsOn("run#installOpendistroAnomalyDetectorPlugin") -// -// if (_numNodes == 1) { -// project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#installPlugin") -// project.tasks.getByName("runMultiNode#installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#installOpendistroAnomalyDetectorPlugin")) -// project.tasks.getByName("runMultiNode#installPlugin").dependsOn("runMultiNode#copyPlugins") -// project.tasks.getByName("runMultiNode#start").dependsOn.remove(project.tasks.getByName("runMultiNode#installPlugin")) -// project.tasks.getByName("runMultiNode#start").dependsOn("runMultiNode#installOpendistroAnomalyDetectorPlugin") -// } else { -// (0..<_numNodes).each { -// n -> -// project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin").dependsOn("runMultiNode#node${n}.installPlugin") -// project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin")) -// project.tasks.getByName("runMultiNode#node${n}.installPlugin").dependsOn("runMultiNode#node${n}.copyPlugins") -// project.tasks.getByName("runMultiNode#node${n}.start").dependsOn.remove(project.tasks.getByName("runMultiNode#node${n}.installPlugin")) -// project.tasks.getByName("runMultiNode#node${n}.start").dependsOn("runMultiNode#node${n}.installOpendistroAnomalyDetectorPlugin") -// } -// } - ospackage { packageName = "${name}" release = isSnapshot ? "0.1" : '1' @@ -371,16 +321,6 @@ afterEvaluate { } } -tasks.whenTaskAdded { task -> - if (task.name == "integTestCluster#wait") { - project.tasks.getByName("integTestCluster#installOpendistroAnomalyDetectorPlugin").dependsOn("integTestCluster#installPlugin") - project.tasks.getByName("integTestCluster#installPlugin").dependsOn.remove(project.tasks.getByName("integTestCluster#installOpendistroAnomalyDetectorPlugin")) - project.tasks.getByName("integTestCluster#installPlugin").dependsOn("integTestCluster#copyPlugins") - project.tasks.getByName("integTestCluster#start").dependsOn.remove(project.tasks.getByName("integTestCluster#installPlugin")) - project.tasks.getByName("integTestCluster#start").dependsOn("integTestCluster#installOpendistroAnomalyDetectorPlugin") - } -} - spotless { java { eclipse().configFile rootProject.file('.eclipseformat.xml') From 468e40ffe0dcfe1a7146a551ee98d1d56c8d87fc Mon Sep 17 00:00:00 2001 From: Vijay Date: Tue, 14 Apr 2020 00:18:16 -0700 Subject: [PATCH 3/9] odfe 1.6 AD support --- build.gradle | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/build.gradle b/build.gradle index 48d674c1..a6e89166 100644 --- a/build.gradle +++ b/build.gradle @@ -170,6 +170,16 @@ testClusters.integTest { plugin(fileTree("src/test/resources/job-scheduler").getSingleFile()) } +run { + doFirst { + // There seems to be an issue when running multi node run or integ tasks with unicast_hosts + // not being written, the waitForAllConditions ensures it's written + getClusters().forEach { cluster -> + cluster.waitForAllConditions() + } + } +} + evaluationDependsOnChildren() task release(type: Copy, group: 'build') { From 48f5cd6690c49f6236c2082094154b8eb1ba59c9 Mon Sep 17 00:00:00 2001 From: Vijay Date: Tue, 14 Apr 2020 00:36:55 -0700 Subject: [PATCH 4/9] odfe 1.6 AD support --- .../amazon/opendistroforelasticsearch/ad/util/ParseUtils.java | 1 - 1 file changed, 1 deletion(-) diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java index 7a6a6cbd..2aa43e67 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java @@ -220,7 +220,6 @@ public static AggregatorFactories.Builder parseAggregators(XContentParser parser } aggBuilder = parser.namedObject(BaseAggregationBuilder.class, fieldName, aggregationName - // new AggregatorFactories.AggParseContext(aggregationName) ); } } else { From 0fdcfb1871512da0ffabb8fab54e4af0aebc74e1 Mon Sep 17 00:00:00 2001 From: Vijay Date: Tue, 14 Apr 2020 12:18:37 -0700 Subject: [PATCH 5/9] fix action to pick up java 13 --- .github/workflows/test-workflow.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test-workflow.yml b/.github/workflows/test-workflow.yml index 9c9bf7d8..9227fd92 100644 --- a/.github/workflows/test-workflow.yml +++ b/.github/workflows/test-workflow.yml @@ -8,7 +8,7 @@ jobs: build: strategy: matrix: - java: [12] + java: [13] # Job name name: Build Anomaly detection with JDK ${{ matrix.java }} # This job runs on Linux From e9d4a460a3371ffd4a66330fc55e2d9492db546b Mon Sep 17 00:00:00 2001 From: Vijay Date: Tue, 14 Apr 2020 12:28:22 -0700 Subject: [PATCH 6/9] fix spotless issues --- .../amazon/opendistroforelasticsearch/ad/util/ParseUtils.java | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java index 2aa43e67..e5709697 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/ParseUtils.java @@ -219,8 +219,7 @@ public static AggregatorFactories.Builder parseAggregators(XContentParser parser ); } - aggBuilder = parser.namedObject(BaseAggregationBuilder.class, fieldName, aggregationName - ); + aggBuilder = parser.namedObject(BaseAggregationBuilder.class, fieldName, aggregationName); } } else { throw new ParsingException( From 40cc15b0f88323a8c63611e8f5f41f847f526d3e Mon Sep 17 00:00:00 2001 From: Vamshi Vijay Nakkirtha <46505183+vamshin@users.noreply.github.com> Date: Tue, 14 Apr 2020 21:24:28 -0700 Subject: [PATCH 7/9] Updated README.md Updated README.md to reflect changes to run multi node cluster --- README.md | 35 ++++------------------------------- 1 file changed, 4 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index 145f5102..3c814326 100644 --- a/README.md +++ b/README.md @@ -76,39 +76,12 @@ The **test runner JVM** will start suspended and wait for a debugger to attach t ### Advanced: Launching multi node clusters locally -Sometimes you need to launch a cluster with more than one ES server process. The `startMultiNode` tasks help with this. +Sometimes you need to launch a cluster with more than one Elasticsearch server process. -#### All nodes are started and stopped together +You can do this by running `./gradlew run -PnumNodes=` -If you need a multi node cluster where all nodes are started together use: - -``` -./gradlew -PnumNodes=2 startMultiNode # to launch 2 nodes - -``` - -If you need a single node cluster use: - -``` -./gradlew startMultiNode - -``` - -#### Nodes join and leave the cluster independently - -If you need a multi node cluster (up to 3 nodes) where you'd like to be able to add and kill each node independently use: - -``` -./gradlew startSingleNode0 -./gradlew startSingleNode1 -./gradlew startSingleNode2 -``` - -#### Kill the nodes when you're done! - -``` -./gradlew stopMultiNode -``` +You can also debug a multi-node cluster, by using a combination of above multi-node and debug steps. +But, you must set up debugger configurations to listen on each port starting from `5005` and increasing by 1 for each node. ## Known Issues * We have a cold start period whenever we initialize a model, which could happen when we create a new detector or when the cluster restarts and models get restored from snapshots. Currently the detector always return errors during the cold start period. Please ignore these initial errors for now. We are actively working on the fix and will push in the next release. From 7fcb93d366649baaeb8f752110498bc8102c7f4c Mon Sep 17 00:00:00 2001 From: Vamshi Vijay Nakkirtha <46505183+vamshin@users.noreply.github.com> Date: Tue, 14 Apr 2020 21:29:59 -0700 Subject: [PATCH 8/9] removed unused variables --- build.gradle | 3 --- 1 file changed, 3 deletions(-) diff --git a/build.gradle b/build.gradle index a6e89166..ff10747d 100644 --- a/build.gradle +++ b/build.gradle @@ -55,9 +55,6 @@ apply plugin: 'elasticsearch.esplugin' apply plugin: 'base' apply plugin: 'jacoco' -def usingRemoteCluster = System.properties.containsKey('tests.rest.cluster') || System.properties.containsKey('tests.cluster') -def usingMultiNode = project.properties.containsKey('numNodes') - allprojects { group = 'com.amazon.opendistroforelasticsearch' From b541442f788a0842f50966f9fa9c2f3f081575dd Mon Sep 17 00:00:00 2001 From: Vijay Date: Thu, 16 Apr 2020 12:08:32 -0700 Subject: [PATCH 9/9] commit e5b6ce5f47590e9c451c02a2b81d1c40a5f2b6d6 Author: Kaituo Li Date: Wed Apr 15 15:45:13 2020 -0700 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Add state and error to profile API (#84) * Add state and error to profile API We want to make it easy for customers and oncalls to identify a detector’s state and error if any. This PR adds such information to our new profile API. We expect three kinds of states: -Disabled: if get ad job api says the job is disabled; -Init: if anomaly score after the last update time of the detector is larger than 0 -Running: if neither of the above applies and no exceptions. Error is populated if error of the latest anomaly result is not empty. Testing done: -manual testing during a detector’s life cycle: not created, created but not started, started, during initialization, after initialization, stopped, restarted -added unit tests to cover above scenario commit 0c3305000ffe6e61c7c2104314a555e69d060023 Author: Kaituo Li Date: Tue Apr 14 11:52:20 2020 -0700 Use callbacks and bug fix (#83) * Use callbacks and bug fix This PR includes the following changes: 1. remove classes that are not needed in jacocoExclusions since we have enough coverage for those classes. 2. Use ClientUtil instead of Elasticsearch’s client in AD job runner 3. Use one function to get the number of partitioned forests. Previously, we have redundant code in both ModelManager and ADStateManager. 4. Change ADStateManager.getAnomalyDetector to use callback. 5. Change AnomalyResultTransportAction to use callback to get features. 6. Add in AnomalyResultTransportAction to handle the case where all features have been disabled, and users' index does not exist. 7. Change get RCF and threshold result methods to use callback and add exception handling of IndexNotFoundException due to the change. Previously, getting RCF and threshold result methods won’t throw IndexNotFoundException. 8. Remove unused fields in StopDetectorTransportAction and AnomalyResultTransportAction 9. Unwrap EsRejectedExecutionException as it can be nested inside RemoteTransportException. Previously, we would not recognize EsRejectedExecutionException and thus miss anomaly results write retrying. 10. Add error in anomaly result schema.11. Fix broken tests due to my changes. Testing done: 1. unit/integration tests pass 2. do end-to-end testing and make sure my fix achieves the purpose  * timeout issue is gone  * when all features have been disabled or index does not exist, we will retry a few more times and disable AD jobs. --- build.gradle | 18 +- .../ad/AnomalyDetectorJobRunner.java | 34 +- .../ad/AnomalyDetectorPlugin.java | 23 +- .../ad/AnomalyDetectorProfileRunner.java | 287 ++++++++++++++++ .../ad/AnomalyDetectorRunner.java | 1 + .../ad/ml/ModelManager.java | 62 +++- .../ad/model/AnomalyDetectorJob.java | 3 +- .../ad/model/AnomalyResult.java | 12 +- .../ad/model/DetectorProfile.java | 107 ++++++ .../ad/model/DetectorState.java | 22 ++ .../ad/model/Mergeable.java | 20 ++ .../ad/model/ProfileName.java | 73 ++++ .../ad/rest/AbstractSearchAction.java | 17 +- .../ad/rest/RestGetAnomalyDetectorAction.java | 100 ++++-- .../ad/transport/ADStateManager.java | 78 ++--- .../AnomalyResultTransportAction.java | 137 ++++---- .../transport/RCFResultTransportAction.java | 21 +- .../StopDetectorTransportAction.java | 6 +- .../ThresholdResultTransportAction.java | 19 +- .../handler/AnomalyResultHandler.java | 52 ++- .../MultiResponsesDelegateActionListener.java | 112 +++++++ .../ad/util/RestHandlerUtils.java | 2 + .../resources/mappings/anomaly-results.json | 3 + .../ad/AnomalyDetectorJobRunnerTests.java | 25 +- .../ad/AnomalyDetectorProfileRunnerTests.java | 317 ++++++++++++++++++ .../ad/TestHelpers.java | 104 +++++- .../cluster/ADClusterEventListenerTests.java | 1 + .../ad/ml/ModelManagerTests.java | 9 +- .../ad/transport/ADStateManagerTests.java | 67 ++-- .../ad/transport/AnomalyResultTests.java | 186 +++++----- .../transport/CronTransportActionTests.java | 1 + .../DeleteModelTransportActionTests.java | 1 + .../ad/transport/RCFResultTests.java | 25 +- .../ad/transport/ThresholdResultTests.java | 18 +- 34 files changed, 1583 insertions(+), 380 deletions(-) create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunner.java create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorProfile.java create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorState.java create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/model/Mergeable.java create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/model/ProfileName.java create mode 100644 src/main/java/com/amazon/opendistroforelasticsearch/ad/util/MultiResponsesDelegateActionListener.java create mode 100644 src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunnerTests.java diff --git a/build.gradle b/build.gradle index a6e89166..a3bde1cb 100644 --- a/build.gradle +++ b/build.gradle @@ -207,23 +207,17 @@ List jacocoExclusions = [ 'com.amazon.opendistroforelasticsearch.ad.common.exception.AnomalyDetectionException', 'com.amazon.opendistroforelasticsearch.ad.util.ClientUtil', - 'com.amazon.opendistroforelasticsearch.ad.ml.*', - 'com.amazon.opendistroforelasticsearch.ad.feature.*', - 'com.amazon.opendistroforelasticsearch.ad.dataprocessor.*', - 'com.amazon.opendistroforelasticsearch.ad.AnomalyDetectorRunner', - 'com.amazon.opendistroforelasticsearch.ad.resthandler.RestGetAnomalyResultAction', - 'com.amazon.opendistroforelasticsearch.ad.metrics.MetricFactory', - 'com.amazon.opendistroforelasticsearch.ad.indices.AnomalyDetectionIndices', - 'com.amazon.opendistroforelasticsearch.ad.transport.ForwardAction', - 'com.amazon.opendistroforelasticsearch.ad.transport.ForwardTransportAction', 'com.amazon.opendistroforelasticsearch.ad.transport.StopDetectorAction', 'com.amazon.opendistroforelasticsearch.ad.transport.StopDetectorRequest', 'com.amazon.opendistroforelasticsearch.ad.transport.StopDetectorResponse', 'com.amazon.opendistroforelasticsearch.ad.transport.StopDetectorTransportAction', - 'com.amazon.opendistroforelasticsearch.ad.transport.ADStatsAction', - 'com.amazon.opendistroforelasticsearch.ad.transport.CronRequest', 'com.amazon.opendistroforelasticsearch.ad.transport.DeleteDetectorAction', - 'com.amazon.opendistroforelasticsearch.ad.util.ParseUtils' + 'com.amazon.opendistroforelasticsearch.ad.transport.CronTransportAction', + 'com.amazon.opendistroforelasticsearch.ad.transport.CronRequest', + 'com.amazon.opendistroforelasticsearch.ad.transport.ADStatsAction', + 'com.amazon.opendistroforelasticsearch.ad.AnomalyDetectorRunner', + 'com.amazon.opendistroforelasticsearch.ad.indices.AnomalyDetectionIndices', + 'com.amazon.opendistroforelasticsearch.ad.util.ParseUtils', ] jacocoTestCoverageVerification { diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunner.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunner.java index e59bf605..82f6d502 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunner.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunner.java @@ -28,6 +28,7 @@ import com.amazon.opendistroforelasticsearch.ad.transport.AnomalyResultResponse; import com.amazon.opendistroforelasticsearch.ad.transport.AnomalyResultTransportAction; import com.amazon.opendistroforelasticsearch.ad.transport.handler.AnomalyResultHandler; +import com.amazon.opendistroforelasticsearch.ad.util.ClientUtil; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.JobExecutionContext; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.LockModel; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.ScheduledJobParameter; @@ -39,7 +40,9 @@ import org.apache.logging.log4j.Logger; import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.get.GetRequest; +import org.elasticsearch.action.get.GetResponse; import org.elasticsearch.action.index.IndexRequest; +import org.elasticsearch.action.index.IndexResponse; import org.elasticsearch.action.support.WriteRequest; import org.elasticsearch.client.Client; import org.elasticsearch.common.settings.Settings; @@ -71,6 +74,7 @@ public class AnomalyDetectorJobRunner implements ScheduledJobRunner { private Settings settings; private int maxRetryForEndRunException; private Client client; + private ClientUtil clientUtil; private ThreadPool threadPool; private AnomalyResultHandler anomalyResultHandler; private ConcurrentHashMap detectorEndRunExceptionCount; @@ -97,6 +101,10 @@ public void setClient(Client client) { this.client = client; } + public void setClientUtil(ClientUtil clientUtil) { + this.clientUtil = clientUtil; + } + public void setThreadPool(ThreadPool threadPool) { this.threadPool = threadPool; } @@ -258,7 +266,7 @@ protected void handleAdException( ) { String detectorId = jobParameter.getName(); if (exception instanceof EndRunException) { - log.error("EndRunException happened when executed anomaly result action for " + detectorId, exception); + log.error("EndRunException happened when executing anomaly result action for " + detectorId, exception); if (((EndRunException) exception).isEndNow()) { // Stop AD job if EndRunException shows we should end job now. @@ -349,9 +357,8 @@ private void stopAdJob(String detectorId) { try { GetRequest getRequest = new GetRequest(AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX).id(detectorId); - client.get(getRequest, ActionListener.wrap(response -> { + clientUtil.asyncRequest(getRequest, client::get, ActionListener.wrap(response -> { if (response.isExists()) { - String s = response.getSourceAsString(); try ( XContentParser parser = XContentType.JSON .xContent() @@ -374,14 +381,19 @@ private void stopAdJob(String detectorId) { .setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE) .source(newJob.toXContent(XContentBuilder.builder(XContentType.JSON.xContent()), XCONTENT_WITH_TYPE)) .id(detectorId); - client.index(indexRequest, ActionListener.wrap(indexResponse -> { - if (indexResponse != null - && (indexResponse.getResult() == CREATED || indexResponse.getResult() == UPDATED)) { - log.info("AD Job was disabled by JobRunner for " + detectorId); - } else { - log.warn("Failed to disable AD job for " + detectorId); - } - }, exception -> log.error("JobRunner failed to update AD job as disabled for " + detectorId, exception))); + clientUtil + .asyncRequest( + indexRequest, + client::index, + ActionListener.wrap(indexResponse -> { + if (indexResponse != null + && (indexResponse.getResult() == CREATED || indexResponse.getResult() == UPDATED)) { + log.info("AD Job was disabled by JobRunner for " + detectorId); + } else { + log.warn("Failed to disable AD job for " + detectorId); + } + }, exception -> log.error("JobRunner failed to update AD job as disabled for " + detectorId, exception)) + ); } } catch (IOException e) { log.error("JobRunner failed to stop detector job " + detectorId, e); diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorPlugin.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorPlugin.java index 5f93e936..285ab608 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorPlugin.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorPlugin.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -36,6 +36,7 @@ import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector; import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob; import com.amazon.opendistroforelasticsearch.ad.model.AnomalyResult; +import com.amazon.opendistroforelasticsearch.ad.model.ProfileName; import com.amazon.opendistroforelasticsearch.ad.rest.RestAnomalyDetectorJobAction; import com.amazon.opendistroforelasticsearch.ad.rest.RestDeleteAnomalyDetectorAction; import com.amazon.opendistroforelasticsearch.ad.rest.RestExecuteAnomalyDetectorAction; @@ -141,8 +142,9 @@ public class AnomalyDetectorPlugin extends Plugin implements ActionPlugin, Scrip private Client client; private ClusterService clusterService; private ThreadPool threadPool; - private IndexNameExpressionResolver indexNameExpressionResolver; private ADStats adStats; + private NamedXContentRegistry xContentRegistry; + private ClientUtil clientUtil; static { SpecialPermission.check(); @@ -163,7 +165,6 @@ public List getRestHandlers( IndexNameExpressionResolver indexNameExpressionResolver, Supplier nodesInCluster ) { - this.indexNameExpressionResolver = indexNameExpressionResolver; AnomalyResultHandler anomalyResultHandler = new AnomalyResultHandler( client, settings, @@ -174,11 +175,17 @@ public List getRestHandlers( ); AnomalyDetectorJobRunner jobRunner = AnomalyDetectorJobRunner.getJobRunnerInstance(); jobRunner.setClient(client); + jobRunner.setClientUtil(clientUtil); jobRunner.setThreadPool(threadPool); jobRunner.setAnomalyResultHandler(anomalyResultHandler); jobRunner.setSettings(settings); - RestGetAnomalyDetectorAction restGetAnomalyDetectorAction = new RestGetAnomalyDetectorAction(restController); + AnomalyDetectorProfileRunner profileRunner = new AnomalyDetectorProfileRunner(client, this.xContentRegistry); + RestGetAnomalyDetectorAction restGetAnomalyDetectorAction = new RestGetAnomalyDetectorAction( + restController, + profileRunner, + ProfileName.getNames() + ); RestIndexAnomalyDetectorAction restIndexAnomalyDetectorAction = new RestIndexAnomalyDetectorAction( settings, restController, @@ -237,10 +244,11 @@ public Collection createComponents( Settings settings = environment.settings(); Clock clock = Clock.systemUTC(); Throttler throttler = new Throttler(clock); - ClientUtil clientUtil = new ClientUtil(settings, client, throttler, threadPool); + this.clientUtil = new ClientUtil(settings, client, throttler, threadPool); IndexUtils indexUtils = new IndexUtils(client, clientUtil, clusterService); anomalyDetectionIndices = new AnomalyDetectionIndices(client, clusterService, threadPool, settings, clientUtil); this.clusterService = clusterService; + this.xContentRegistry = xContentRegistry; SingleFeatureLinearUniformInterpolator singleFeatureLinearUniformInterpolator = new IntegerSensitiveSingleFeatureLinearUniformInterpolator(); @@ -272,7 +280,8 @@ public Collection createComponents( HybridThresholdingModel.class, AnomalyDetectorSettings.MIN_PREVIEW_SIZE, AnomalyDetectorSettings.HOURLY_MAINTENANCE, - AnomalyDetectorSettings.HOURLY_MAINTENANCE + AnomalyDetectorSettings.HOURLY_MAINTENANCE, + AnomalyDetectorSettings.SHINGLE_SIZE ); HashRing hashRing = new HashRing(clusterService, clock, settings); @@ -389,7 +398,7 @@ public List> getSettings() { @Override public List getNamedXContent() { - return ImmutableList.of(AnomalyDetector.XCONTENT_REGISTRY, ADMetaData.XCONTENT_REGISTRY); + return ImmutableList.of(AnomalyDetector.XCONTENT_REGISTRY, ADMetaData.XCONTENT_REGISTRY, AnomalyResult.XCONTENT_REGISTRY); } @Override diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunner.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunner.java new file mode 100644 index 00000000..1cf75cda --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunner.java @@ -0,0 +1,287 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad; + +import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector.ANOMALY_DETECTORS_INDEX; +import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX; +import static org.elasticsearch.common.xcontent.XContentParserUtils.ensureExpectedToken; + +import java.io.IOException; +import java.util.Set; + +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.Logger; +import org.elasticsearch.action.ActionListener; +import org.elasticsearch.action.get.GetRequest; +import org.elasticsearch.action.get.GetResponse; +import org.elasticsearch.action.search.SearchRequest; +import org.elasticsearch.action.search.SearchResponse; +import org.elasticsearch.client.Client; +import org.elasticsearch.common.xcontent.LoggingDeprecationHandler; +import org.elasticsearch.common.xcontent.NamedXContentRegistry; +import org.elasticsearch.common.xcontent.XContentParseException; +import org.elasticsearch.common.xcontent.XContentParser; +import org.elasticsearch.common.xcontent.XContentType; +import org.elasticsearch.index.IndexNotFoundException; +import org.elasticsearch.index.query.BoolQueryBuilder; +import org.elasticsearch.index.query.QueryBuilders; +import org.elasticsearch.search.SearchHit; +import org.elasticsearch.search.SearchHits; +import org.elasticsearch.search.builder.SearchSourceBuilder; +import org.elasticsearch.search.sort.FieldSortBuilder; +import org.elasticsearch.search.sort.SortOrder; + +import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob; +import com.amazon.opendistroforelasticsearch.ad.model.AnomalyResult; +import com.amazon.opendistroforelasticsearch.ad.model.DetectorProfile; +import com.amazon.opendistroforelasticsearch.ad.model.DetectorState; +import com.amazon.opendistroforelasticsearch.ad.model.ProfileName; +import com.amazon.opendistroforelasticsearch.ad.util.MultiResponsesDelegateActionListener; + +public class AnomalyDetectorProfileRunner { + private final Logger logger = LogManager.getLogger(AnomalyDetectorProfileRunner.class); + private Client client; + private NamedXContentRegistry xContentRegistry; + static String FAIL_TO_FIND_DETECTOR_MSG = "Fail to find detector with id: "; + static String FAIL_TO_GET_PROFILE_MSG = "Fail to get profile for detector "; + + public AnomalyDetectorProfileRunner(Client client, NamedXContentRegistry xContentRegistry) { + this.client = client; + this.xContentRegistry = xContentRegistry; + } + + public void profile(String detectorId, ActionListener listener, Set profiles) { + + if (profiles.isEmpty()) { + listener.onFailure(new RuntimeException("Unsupported profile types.")); + return; + } + + MultiResponsesDelegateActionListener delegateListener = new MultiResponsesDelegateActionListener( + listener, + profiles.size(), + "Fail to fetch profile for " + detectorId + ); + + prepareProfile(detectorId, delegateListener, profiles); + } + + private void prepareProfile( + String detectorId, + MultiResponsesDelegateActionListener listener, + Set profiles + ) { + GetRequest getRequest = new GetRequest(ANOMALY_DETECTOR_JOB_INDEX, detectorId); + client.get(getRequest, ActionListener.wrap(getResponse -> { + if (getResponse != null && getResponse.isExists()) { + try ( + XContentParser parser = XContentType.JSON + .xContent() + .createParser(xContentRegistry, LoggingDeprecationHandler.INSTANCE, getResponse.getSourceAsString()) + ) { + ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); + AnomalyDetectorJob job = AnomalyDetectorJob.parse(parser); + long enabledTimeMs = job.getEnabledTime().toEpochMilli(); + + if (profiles.contains(ProfileName.STATE)) { + profileState(detectorId, enabledTimeMs, listener, job.isEnabled()); + } + if (profiles.contains(ProfileName.ERROR)) { + profileError(detectorId, enabledTimeMs, listener); + } + } catch (IOException | XContentParseException | NullPointerException e) { + logger.error(e); + listener.failImmediately(FAIL_TO_GET_PROFILE_MSG, e); + } + } else { + GetRequest getDetectorRequest = new GetRequest(ANOMALY_DETECTORS_INDEX, detectorId); + client.get(getDetectorRequest, onGetDetectorResponse(listener, detectorId, profiles)); + } + }, exception -> { + if (exception instanceof IndexNotFoundException) { + logger.info(exception.getMessage()); + GetRequest getDetectorRequest = new GetRequest(ANOMALY_DETECTORS_INDEX, detectorId); + client.get(getDetectorRequest, onGetDetectorResponse(listener, detectorId, profiles)); + } else { + logger.error(FAIL_TO_GET_PROFILE_MSG + detectorId); + listener.onFailure(exception); + } + })); + } + + private ActionListener onGetDetectorResponse( + MultiResponsesDelegateActionListener listener, + String detectorId, + Set profiles + ) { + return ActionListener.wrap(getResponse -> { + if (getResponse != null && getResponse.isExists()) { + DetectorProfile profile = new DetectorProfile(); + if (profiles.contains(ProfileName.STATE)) { + profile.setState(DetectorState.DISABLED); + } + listener.respondImmediately(profile); + } else { + listener.failImmediately(FAIL_TO_FIND_DETECTOR_MSG + detectorId); + } + }, exception -> { listener.failImmediately(FAIL_TO_FIND_DETECTOR_MSG + detectorId, exception); }); + } + + /** + * We expect three kinds of states: + * -Disabled: if get ad job api says the job is disabled; + * -Init: if anomaly score after the last update time of the detector is larger than 0 + * -Running: if neither of the above applies and no exceptions. + * @param detectorId detector id + * @param enabledTime the time when AD job is enabled in milliseconds + * @param listener listener to process the returned state or exception + * @param enabled whether the detector job is enabled or not + */ + private void profileState( + String detectorId, + long enabledTime, + MultiResponsesDelegateActionListener listener, + boolean enabled + ) { + if (enabled) { + SearchRequest searchLatestResult = createInittedEverRequest(detectorId, enabledTime); + client.search(searchLatestResult, onInittedEver(listener, detectorId, enabledTime)); + } else { + DetectorProfile profile = new DetectorProfile(); + profile.setState(DetectorState.DISABLED); + listener.onResponse(profile); + } + } + + private ActionListener onInittedEver( + MultiResponsesDelegateActionListener listener, + String detectorId, + long lastUpdateTimeMs + ) { + return ActionListener.wrap(searchResponse -> { + SearchHits hits = searchResponse.getHits(); + DetectorProfile profile = new DetectorProfile(); + if (hits.getTotalHits().value == 0L) { + profile.setState(DetectorState.INIT); + } else { + profile.setState(DetectorState.RUNNING); + } + + listener.onResponse(profile); + + }, exception -> { + if (exception instanceof IndexNotFoundException) { + DetectorProfile profile = new DetectorProfile(); + // anomaly result index is not created yet + profile.setState(DetectorState.INIT); + listener.onResponse(profile); + } else { + logger + .error( + "Fail to find any anomaly result with anomaly score larger than 0 after AD job enabled time for detector {}", + detectorId + ); + listener.onFailure(new RuntimeException("Fail to find detector state: " + detectorId, exception)); + } + }); + } + + /** + * Error is populated if error of the latest anomaly result is not empty. + * @param detectorId detector id + * @param enabledTime the time when AD job is enabled in milliseconds + * @param listener listener to process the returned error or exception + */ + private void profileError(String detectorId, long enabledTime, MultiResponsesDelegateActionListener listener) { + SearchRequest searchLatestResult = createLatestAnomalyResultRequest(detectorId, enabledTime); + client.search(searchLatestResult, onGetLatestAnomalyResult(listener, detectorId)); + } + + private ActionListener onGetLatestAnomalyResult(ActionListener listener, String detectorId) { + return ActionListener.wrap(searchResponse -> { + SearchHits hits = searchResponse.getHits(); + if (hits.getTotalHits().value == 0L) { + listener.onResponse(new DetectorProfile()); + } else { + SearchHit hit = hits.getAt(0); + + try ( + XContentParser parser = XContentType.JSON + .xContent() + .createParser(xContentRegistry, LoggingDeprecationHandler.INSTANCE, hit.getSourceAsString()) + ) { + ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); + AnomalyResult result = parser.namedObject(AnomalyResult.class, AnomalyResult.PARSE_FIELD_NAME, null); + + DetectorProfile profile = new DetectorProfile(); + if (result.getError() != null) { + profile.setError(result.getError()); + } + listener.onResponse(profile); + } catch (IOException | XContentParseException | NullPointerException e) { + logger.error("Fail to parse anomaly result with " + hit.toString()); + listener.onFailure(new RuntimeException("Fail to find detector error: " + detectorId, e)); + } + } + }, exception -> { + if (exception instanceof IndexNotFoundException) { + listener.onResponse(new DetectorProfile()); + } else { + logger.error("Fail to find any anomaly result after AD job enabled time for detector {}", detectorId); + listener.onFailure(new RuntimeException("Fail to find detector error: " + detectorId, exception)); + } + }); + } + + /** + * Create search request to check if we have at least 1 anomaly score larger than 0 after AD job enabled time + * @param detectorId detector id + * @param enabledTime the time when AD job is enabled in milliseconds + * @return the search request + */ + private SearchRequest createInittedEverRequest(String detectorId, long enabledTime) { + BoolQueryBuilder filterQuery = new BoolQueryBuilder(); + filterQuery.filter(QueryBuilders.termQuery(AnomalyResult.DETECTOR_ID_FIELD, detectorId)); + filterQuery.filter(QueryBuilders.rangeQuery(AnomalyResult.EXECUTION_END_TIME_FIELD).gte(enabledTime)); + filterQuery.filter(QueryBuilders.rangeQuery(AnomalyResult.ANOMALY_SCORE_FIELD).gt(0)); + + SearchSourceBuilder source = new SearchSourceBuilder().query(filterQuery).size(1); + + SearchRequest request = new SearchRequest(AnomalyResult.ANOMALY_RESULT_INDEX); + request.source(source); + return request; + } + + /** + * Create search request to get the latest anomaly result after AD job enabled time + * @param detectorId detector id + * @param enabledTime the time when AD job is enabled in milliseconds + * @return the search request + */ + private SearchRequest createLatestAnomalyResultRequest(String detectorId, long enabledTime) { + BoolQueryBuilder filterQuery = new BoolQueryBuilder(); + filterQuery.filter(QueryBuilders.termQuery(AnomalyResult.DETECTOR_ID_FIELD, detectorId)); + filterQuery.filter(QueryBuilders.rangeQuery(AnomalyResult.EXECUTION_END_TIME_FIELD).gte(enabledTime)); + + FieldSortBuilder sortQuery = new FieldSortBuilder(AnomalyResult.EXECUTION_END_TIME_FIELD).order(SortOrder.DESC); + + SearchSourceBuilder source = new SearchSourceBuilder().query(filterQuery).size(1).sort(sortQuery); + + SearchRequest request = new SearchRequest(AnomalyResult.ANOMALY_RESULT_INDEX); + request.source(source); + return request; + } +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorRunner.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorRunner.java index 5998b08f..5a613b50 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorRunner.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorRunner.java @@ -58,6 +58,7 @@ public AnomalyDetectorRunner(ModelManager modelManager, FeatureManager featureMa * @param startTime detection period start time * @param endTime detection period end time * @param listener handle anomaly result + * @throws IOException - if a user gives wrong query input when defining a detector */ public void executeDetector(AnomalyDetector detector, Instant startTime, Instant endTime, ActionListener> listener) throws IOException { diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManager.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManager.java index dbf74b16..e334645e 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManager.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManager.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -23,6 +23,7 @@ import java.util.AbstractMap.SimpleImmutableEntry; import java.util.Arrays; import java.util.List; +import java.util.Locale; import java.util.Map; import java.util.Map.Entry; import java.util.Optional; @@ -108,6 +109,7 @@ public String getName() { private final CheckpointDao checkpointDao; private final Gson gson; private final Clock clock; + private final int shingleSize; // A tree of N samples has 2N nodes, with one bounding box for each node. private static final long BOUNDING_BOXES = 2L; @@ -160,7 +162,8 @@ public ModelManager( Class thresholdingModelClass, int minPreviewSize, Duration modelTtl, - Duration checkpointInterval + Duration checkpointInterval, + int shingleSize ) { this.clusterService = clusterService; @@ -188,6 +191,7 @@ public ModelManager( this.forests = new ConcurrentHashMap<>(); this.thresholds = new ConcurrentHashMap<>(); + this.shingleSize = shingleSize; } /** @@ -272,6 +276,36 @@ public Entry getPartitionedForestSizes(RandomCutForest forest, return new SimpleImmutableEntry<>(numPartitions, forestSize); } + /** + * Construct a RCF model and then partition it by forest size. + * + * A RCF model is constructed based on the number of input features. + * + * Then a RCF model is first partitioned into desired size based on heap. + * If there are more partitions than the number of nodes in the cluster, + * the model is partitioned by the number of nodes and verified to + * ensure the size of a partition does not exceed the max size limit based on heap. + * + * @param detector detector object + * @return a pair of number of partitions and size of a parition (number of trees) + * @throws LimitExceededException when there is no sufficient resouce available + */ + public Entry getPartitionedForestSizes(AnomalyDetector detector) { + String detectorId = detector.getDetectorId(); + int rcfNumFeatures = detector.getEnabledFeatureIds().size() * shingleSize; + return getPartitionedForestSizes( + RandomCutForest + .builder() + .dimensions(rcfNumFeatures) + .sampleSize(rcfNumSamplesInTree) + .numberOfTrees(rcfNumTrees) + .outputAfter(rcfNumSamplesInTree) + .parallelExecutionEnabled(false) + .build(), + detectorId + ); + } + /** * Gets the estimated size of a RCF model. * @@ -542,20 +576,22 @@ public void trainModel(AnomalyDetector anomalyDetector, double[][] dataPoints) { if (dataPoints.length == 0 || dataPoints[0].length == 0) { throw new IllegalArgumentException("Data points must not be empty."); } + if (dataPoints[0].length != anomalyDetector.getEnabledFeatureIds().size() * shingleSize) { + throw new IllegalArgumentException( + String + .format( + Locale.ROOT, + "Feature dimension is not correct, we expect %s but get %d", + anomalyDetector.getEnabledFeatureIds().size() * shingleSize, + dataPoints[0].length + ) + ); + } int rcfNumFeatures = dataPoints[0].length; // Create partitioned RCF models - Entry partitionResults = getPartitionedForestSizes( - RandomCutForest - .builder() - .dimensions(rcfNumFeatures) - .sampleSize(rcfNumSamplesInTree) - .numberOfTrees(rcfNumTrees) - .outputAfter(rcfNumSamplesInTree) - .parallelExecutionEnabled(false) - .build(), - anomalyDetector.getDetectorId() - ); + Entry partitionResults = getPartitionedForestSizes(anomalyDetector); + int numForests = partitionResults.getKey(); int forestSize = partitionResults.getValue(); double[] scores = new double[dataPoints.length]; diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyDetectorJob.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyDetectorJob.java index 62a42cf7..bf552941 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyDetectorJob.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyDetectorJob.java @@ -96,7 +96,8 @@ public static AnomalyDetectorJob parse(XContentParser parser) throws IOException String name = null; Schedule schedule = null; TimeConfiguration windowDelay = null; - Boolean isEnabled = null; + // we cannot set it to null as isEnabled() would do the unboxing and results in null pointer exception + Boolean isEnabled = Boolean.FALSE; Instant enabledTime = null; Instant disabledTime = null; Instant lastUpdateTime = null; diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyResult.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyResult.java index 077ba33d..d0881e3b 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyResult.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/AnomalyResult.java @@ -18,6 +18,9 @@ import com.amazon.opendistroforelasticsearch.ad.annotation.Generated; import com.amazon.opendistroforelasticsearch.ad.util.ParseUtils; import com.google.common.base.Objects; + +import org.elasticsearch.common.ParseField; +import org.elasticsearch.common.xcontent.NamedXContentRegistry; import org.elasticsearch.common.xcontent.ToXContentObject; import org.elasticsearch.common.xcontent.XContentBuilder; import org.elasticsearch.common.xcontent.XContentParser; @@ -35,10 +38,17 @@ */ public class AnomalyResult implements ToXContentObject { + public static final String PARSE_FIELD_NAME = "AnomalyResult"; + public static final NamedXContentRegistry.Entry XCONTENT_REGISTRY = new NamedXContentRegistry.Entry( + AnomalyResult.class, + new ParseField(PARSE_FIELD_NAME), + it -> parse(it) + ); + public static final String ANOMALY_RESULT_INDEX = ".opendistro-anomaly-results"; public static final String DETECTOR_ID_FIELD = "detector_id"; - private static final String ANOMALY_SCORE_FIELD = "anomaly_score"; + public static final String ANOMALY_SCORE_FIELD = "anomaly_score"; private static final String ANOMALY_GRADE_FIELD = "anomaly_grade"; private static final String CONFIDENCE_FIELD = "confidence"; private static final String FEATURE_DATA_FIELD = "feature_data"; diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorProfile.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorProfile.java new file mode 100644 index 00000000..30650cbe --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorProfile.java @@ -0,0 +1,107 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad.model; + +import java.io.IOException; + +import org.apache.commons.lang.builder.EqualsBuilder; +import org.apache.commons.lang.builder.HashCodeBuilder; +import org.apache.commons.lang.builder.ToStringBuilder; +import org.elasticsearch.common.xcontent.ToXContent; +import org.elasticsearch.common.xcontent.ToXContentObject; +import org.elasticsearch.common.xcontent.XContentBuilder; + +public class DetectorProfile implements ToXContentObject, Mergeable { + private DetectorState state; + private String error; + + private static final String STATE_FIELD = "state"; + private static final String ERROR_FIELD = "error"; + + public XContentBuilder toXContent(XContentBuilder builder) throws IOException { + return toXContent(builder, ToXContent.EMPTY_PARAMS); + } + + @Override + public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException { + XContentBuilder xContentBuilder = builder.startObject(); + + if (state != null) { + xContentBuilder.field(STATE_FIELD, state); + } + if (error != null) { + xContentBuilder.field(ERROR_FIELD, error); + } + return xContentBuilder.endObject(); + } + + public DetectorState getState() { + return state; + } + + public void setState(DetectorState state) { + this.state = state; + } + + public String getError() { + return error; + } + + public void setError(String error) { + this.error = error; + } + + @Override + public void merge(Mergeable other) { + if (this == other || other == null || getClass() != other.getClass()) { + return; + } + DetectorProfile otherProfile = (DetectorProfile) other; + if (otherProfile.getState() != null) { + this.state = otherProfile.getState(); + } + if (otherProfile.getError() != null) { + this.error = otherProfile.getError(); + } + + } + + @Override + public boolean equals(Object obj) { + if (this == obj) + return true; + if (obj == null) + return false; + if (getClass() != obj.getClass()) + return false; + if (obj instanceof DetectorProfile) { + DetectorProfile other = (DetectorProfile) obj; + + return new EqualsBuilder().append(state, other.state).append(error, other.error).isEquals(); + } + return false; + } + + @Override + public int hashCode() { + return new HashCodeBuilder().append(state).append(error).toHashCode(); + } + + @Override + public String toString() { + return new ToStringBuilder(this).append("state", state).append("error", error).toString(); + } +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorState.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorState.java new file mode 100644 index 00000000..08307942 --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/DetectorState.java @@ -0,0 +1,22 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad.model; + +public enum DetectorState { + DISABLED, + INIT, + RUNNING +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/Mergeable.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/Mergeable.java new file mode 100644 index 00000000..7093af99 --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/Mergeable.java @@ -0,0 +1,20 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad.model; + +public interface Mergeable { + void merge(Mergeable other); +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/ProfileName.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/ProfileName.java new file mode 100644 index 00000000..ea0be275 --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/model/ProfileName.java @@ -0,0 +1,73 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad.model; + +import java.util.Collection; +import java.util.HashSet; +import java.util.Set; + +public enum ProfileName { + STATE("state"), + ERROR("error"); + + private String name; + + ProfileName(String name) { + this.name = name; + } + + /** + * Get profile name + * + * @return name + */ + public String getName() { + return name; + } + + /** + * Get set of profile names + * + * @return set of profile names + */ + public static Set getNames() { + Set names = new HashSet<>(); + + for (ProfileName statName : ProfileName.values()) { + names.add(statName.getName()); + } + return names; + } + + public static ProfileName getName(String name) { + switch (name) { + case "state": + return STATE; + case "error": + return ERROR; + default: + throw new IllegalArgumentException("Unsupported profile types"); + } + } + + public static Set getNames(Collection names) { + Set res = new HashSet<>(); + for (String name : names) { + res.add(getName(name)); + } + return res; + } +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/AbstractSearchAction.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/AbstractSearchAction.java index ef4a4137..3f98befd 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/AbstractSearchAction.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/AbstractSearchAction.java @@ -80,13 +80,18 @@ public RestResponse buildResponse(SearchResponse response) throws Exception { return new BytesRestResponse(RestStatus.REQUEST_TIMEOUT, response.toString()); } - for (SearchHit hit : response.getHits()) { - XContentParser parser = XContentType.JSON - .xContent() - .createParser(channel.request().getXContentRegistry(), LoggingDeprecationHandler.INSTANCE, hit.getSourceAsString()); - ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); + if (clazz == AnomalyDetector.class) { + for (SearchHit hit : response.getHits()) { + XContentParser parser = XContentType.JSON + .xContent() + .createParser( + channel.request().getXContentRegistry(), + LoggingDeprecationHandler.INSTANCE, + hit.getSourceAsString() + ); + ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); - if (clazz == AnomalyDetector.class) { + // write back id and version to anomaly detector object ToXContentObject xContentObject = AnomalyDetector.parse(parser, hit.getId(), hit.getVersion()); XContentBuilder builder = xContentObject.toXContent(jsonBuilder(), EMPTY_PARAMS); hit.sourceRef(BytesReference.bytes(builder)); diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/RestGetAnomalyDetectorAction.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/RestGetAnomalyDetectorAction.java index 82582ad7..21e142e6 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/RestGetAnomalyDetectorAction.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/rest/RestGetAnomalyDetectorAction.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -17,8 +17,13 @@ import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector; import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob; +import com.amazon.opendistroforelasticsearch.ad.model.DetectorProfile; +import com.amazon.opendistroforelasticsearch.ad.model.ProfileName; import com.amazon.opendistroforelasticsearch.ad.util.RestHandlerUtils; +import com.google.common.collect.Sets; import com.amazon.opendistroforelasticsearch.ad.AnomalyDetectorPlugin; +import com.amazon.opendistroforelasticsearch.ad.AnomalyDetectorProfileRunner; + import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; @@ -27,6 +32,7 @@ import org.elasticsearch.action.get.MultiGetRequest; import org.elasticsearch.action.get.MultiGetResponse; import org.elasticsearch.client.node.NodeClient; +import org.elasticsearch.common.Strings; import org.elasticsearch.common.xcontent.XContentBuilder; import org.elasticsearch.common.xcontent.XContentParser; import org.elasticsearch.rest.BaseRestHandler; @@ -40,11 +46,16 @@ import org.elasticsearch.rest.action.RestResponseListener; import java.io.IOException; +import java.util.Arrays; +import java.util.HashSet; import java.util.Locale; +import java.util.Set; import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector.ANOMALY_DETECTORS_INDEX; import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX; import static com.amazon.opendistroforelasticsearch.ad.util.RestHandlerUtils.DETECTOR_ID; +import static com.amazon.opendistroforelasticsearch.ad.util.RestHandlerUtils.PROFILE; +import static com.amazon.opendistroforelasticsearch.ad.util.RestHandlerUtils.TYPE; import static com.amazon.opendistroforelasticsearch.ad.util.RestHandlerUtils.createXContentParser; import static org.elasticsearch.common.xcontent.XContentParserUtils.ensureExpectedToken; @@ -55,11 +66,36 @@ public class RestGetAnomalyDetectorAction extends BaseRestHandler { private static final String GET_ANOMALY_DETECTOR_ACTION = "get_anomaly_detector"; private static final Logger logger = LogManager.getLogger(RestGetAnomalyDetectorAction.class); + private final AnomalyDetectorProfileRunner profileRunner; + private final Set allProfileTypeStrs; + private final Set allProfileTypes; + + public RestGetAnomalyDetectorAction( + RestController controller, + AnomalyDetectorProfileRunner profileRunner, + Set allProfileTypeStrs + ) { + this.profileRunner = profileRunner; + this.allProfileTypes = new HashSet(Arrays.asList(ProfileName.values())); + this.allProfileTypeStrs = ProfileName.getNames(); - public RestGetAnomalyDetectorAction(RestController controller) { String path = String.format(Locale.ROOT, "%s/{%s}", AnomalyDetectorPlugin.AD_BASE_DETECTORS_URI, DETECTOR_ID); controller.registerHandler(RestRequest.Method.GET, path, this); controller.registerHandler(RestRequest.Method.HEAD, path, this); + controller + .registerHandler( + RestRequest.Method.GET, + String.format(Locale.ROOT, "%s/{%s}/%s", AnomalyDetectorPlugin.AD_BASE_DETECTORS_URI, DETECTOR_ID, PROFILE), + this + ); + // types is a profile names. See a complete list of supported profiles names in + // com.amazon.opendistroforelasticsearch.ad.model.ProfileName. + controller + .registerHandler( + RestRequest.Method.GET, + String.format(Locale.ROOT, "%s/{%s}/%s/{%s}", AnomalyDetectorPlugin.AD_BASE_DETECTORS_URI, DETECTOR_ID, PROFILE, TYPE), + this + ); } @Override @@ -71,16 +107,23 @@ public String getName() { protected RestChannelConsumer prepareRequest(RestRequest request, NodeClient client) throws IOException { String detectorId = request.param(DETECTOR_ID); boolean returnJob = request.paramAsBoolean("job", false); - MultiGetRequest.Item adItem = new MultiGetRequest.Item(ANOMALY_DETECTORS_INDEX, detectorId) - .version(RestActions.parseVersion(request)); - MultiGetRequest multiGetRequest = new MultiGetRequest().add(adItem); - if (returnJob) { - MultiGetRequest.Item adJobItem = new MultiGetRequest.Item(ANOMALY_DETECTOR_JOB_INDEX, detectorId) + String typesStr = request.param(TYPE); + String rawPath = request.rawPath(); + if (!Strings.isEmpty(typesStr) || rawPath.endsWith(PROFILE) || rawPath.endsWith(PROFILE + "/")) { + return channel -> profileRunner + .profile(detectorId, getProfileActionListener(channel, detectorId), getProfilesToCollect(typesStr)); + } else { + MultiGetRequest.Item adItem = new MultiGetRequest.Item(ANOMALY_DETECTORS_INDEX, detectorId) .version(RestActions.parseVersion(request)); - multiGetRequest.add(adJobItem); - } + MultiGetRequest multiGetRequest = new MultiGetRequest().add(adItem); + if (returnJob) { + MultiGetRequest.Item adJobItem = new MultiGetRequest.Item(ANOMALY_DETECTOR_JOB_INDEX, detectorId) + .version(RestActions.parseVersion(request)); + multiGetRequest.add(adJobItem); + } - return channel -> client.multiGet(multiGetRequest, onMultiGetResponse(channel, returnJob, detectorId)); + return channel -> client.multiGet(multiGetRequest, onMultiGetResponse(channel, returnJob, detectorId)); + } } private ActionListener onMultiGetResponse(RestChannel channel, boolean returnJob, String detectorId) { @@ -110,12 +153,8 @@ public RestResponse buildResponse(MultiGetResponse multiGetResponse) throws Exce ) { ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); detector = parser.namedObject(AnomalyDetector.class, AnomalyDetector.PARSE_FIELD_NAME, null); - } catch (Throwable t) { - logger.error("Fail to parse detector", t); - return new BytesRestResponse( - RestStatus.INTERNAL_SERVER_ERROR, - "Failed to parse detector with id: " + detectorId - ); + } catch (Exception e) { + return buildInternalServerErrorResponse(e, "Failed to parse detector with id: " + detectorId); } } } @@ -127,12 +166,8 @@ public RestResponse buildResponse(MultiGetResponse multiGetResponse) throws Exce try (XContentParser parser = createXContentParser(channel, response.getResponse().getSourceAsBytesRef())) { ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); adJob = AnomalyDetectorJob.parse(parser); - } catch (Throwable t) { - logger.error("Fail to parse detector job ", t); - return new BytesRestResponse( - RestStatus.INTERNAL_SERVER_ERROR, - "Failed to parse detector job with id: " + detectorId - ); + } catch (Exception e) { + return buildInternalServerErrorResponse(e, "Failed to parse detector job with id: " + detectorId); } } } @@ -148,4 +183,25 @@ public RestResponse buildResponse(MultiGetResponse multiGetResponse) throws Exce }; } + private ActionListener getProfileActionListener(RestChannel channel, String detectorId) { + return ActionListener + .wrap( + profile -> { channel.sendResponse(new BytesRestResponse(RestStatus.OK, profile.toXContent(channel.newBuilder()))); }, + exception -> { channel.sendResponse(buildInternalServerErrorResponse(exception, exception.getMessage())); } + ); + } + + private RestResponse buildInternalServerErrorResponse(Exception e, String errorMsg) { + logger.error(errorMsg, e); + return new BytesRestResponse(RestStatus.INTERNAL_SERVER_ERROR, errorMsg); + } + + private Set getProfilesToCollect(String typesStr) { + if (Strings.isEmpty(typesStr)) { + return this.allProfileTypes; + } else { + Set typesInRequest = new HashSet<>(Arrays.asList(typesStr.split(","))); + return ProfileName.getNames(Sets.intersection(this.allProfileTypeStrs, typesInRequest)); + } + } } diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManager.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManager.java index eb57123c..4e993c50 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManager.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManager.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -22,19 +22,18 @@ import java.time.Instant; import java.util.Map; import java.util.Optional; -import java.util.Random; import java.util.AbstractMap.SimpleEntry; import java.util.Map.Entry; import java.util.concurrent.ConcurrentHashMap; -import com.amazon.opendistroforelasticsearch.ad.common.exception.AnomalyDetectionException; import com.amazon.opendistroforelasticsearch.ad.common.exception.LimitExceededException; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector; -import com.amazon.opendistroforelasticsearch.ad.settings.AnomalyDetectorSettings; import com.amazon.opendistroforelasticsearch.ad.util.ClientUtil; + import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; +import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.get.GetRequest; import org.elasticsearch.action.get.GetResponse; import org.elasticsearch.client.Client; @@ -44,8 +43,6 @@ import org.elasticsearch.common.xcontent.XContentParser; import org.elasticsearch.common.xcontent.XContentType; -import com.amazon.randomcutforest.RandomCutForest; - /** * ADStateManager is used by transport layer to manage AnomalyDetector object * and the number of partitions for a detector id. @@ -56,7 +53,6 @@ public class ADStateManager { private ConcurrentHashMap> currentDetectors; private ConcurrentHashMap> partitionNumber; private Client client; - private Random random; private ModelManager modelManager; private NamedXContentRegistry xContentRegistry; private ClientUtil clientUtil; @@ -77,7 +73,6 @@ public ADStateManager( ) { this.currentDetectors = new ConcurrentHashMap<>(); this.client = client; - this.random = new Random(); this.modelManager = modelManager; this.xContentRegistry = xContentRegistry; this.partitionNumber = new ConcurrentHashMap<>(); @@ -91,67 +86,58 @@ public ADStateManager( /** * Get the number of RCF model's partition number for detector adID * @param adID detector id + * @param detector object * @return the number of RCF model's partition number for adID - * @throws InterruptedException when we cannot get anomaly detector object for adID before timeout * @throws LimitExceededException when there is no sufficient resource available */ - public int getPartitionNumber(String adID) throws InterruptedException { + public int getPartitionNumber(String adID, AnomalyDetector detector) { Entry partitonAndTime = partitionNumber.get(adID); if (partitonAndTime != null) { partitonAndTime.setValue(clock.instant()); return partitonAndTime.getKey(); } - Optional detector = getAnomalyDetector(adID); - if (!detector.isPresent()) { - throw new AnomalyDetectionException(adID, "AnomalyDetector is not found"); - } - - RandomCutForest forest = RandomCutForest - .builder() - .dimensions(detector.get().getFeatureAttributes().size() * AnomalyDetectorSettings.SHINGLE_SIZE) - .sampleSize(AnomalyDetectorSettings.NUM_SAMPLES_PER_TREE) - .numberOfTrees(AnomalyDetectorSettings.NUM_TREES) - .parallelExecutionEnabled(false) - .build(); - int partitionNum = modelManager.getPartitionedForestSizes(forest, adID).getKey(); + int partitionNum = modelManager.getPartitionedForestSizes(detector).getKey(); partitionNumber.putIfAbsent(adID, new SimpleEntry<>(partitionNum, clock.instant())); return partitionNum; } - public Optional getAnomalyDetector(String adID) { + public void getAnomalyDetector(String adID, ActionListener> listener) { Entry detectorAndTime = currentDetectors.get(adID); if (detectorAndTime != null) { detectorAndTime.setValue(clock.instant()); - return Optional.of(detectorAndTime.getKey()); + listener.onResponse(Optional.of(detectorAndTime.getKey())); + return; } GetRequest request = new GetRequest(AnomalyDetector.ANOMALY_DETECTORS_INDEX, adID); - Optional getResponse = clientUtil.timedRequest(request, LOG, client::get); - - return onGetResponse(getResponse, adID); + clientUtil.asyncRequest(request, client::get, onGetResponse(adID, listener)); } - private Optional onGetResponse(Optional asResponse, String adID) { - if (!asResponse.isPresent() || !asResponse.get().isExists()) { - return Optional.empty(); - } + private ActionListener onGetResponse(String adID, ActionListener> listener) { + return ActionListener.wrap(response -> { + if (response == null || !response.isExists()) { + listener.onResponse(Optional.empty()); + return; + } - GetResponse response = asResponse.get(); - String xc = response.getSourceAsString(); - LOG.debug("Fetched anomaly detector: {}", xc); - - try (XContentParser parser = XContentType.JSON.xContent().createParser(xContentRegistry, LoggingDeprecationHandler.INSTANCE, xc)) { - ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); - AnomalyDetector detector = AnomalyDetector.parse(parser, response.getId()); - currentDetectors.put(adID, new SimpleEntry<>(detector, clock.instant())); - return Optional.of(detector); - } catch (Exception t) { - LOG.error("Fail to parse detector {}", adID); - LOG.error("Stack trace:", t); - return Optional.empty(); - } + String xc = response.getSourceAsString(); + LOG.info("Fetched anomaly detector: {}", xc); + + try ( + XContentParser parser = XContentType.JSON.xContent().createParser(xContentRegistry, LoggingDeprecationHandler.INSTANCE, xc) + ) { + ensureExpectedToken(XContentParser.Token.START_OBJECT, parser.nextToken(), parser::getTokenLocation); + AnomalyDetector detector = AnomalyDetector.parse(parser, response.getId()); + currentDetectors.put(adID, new SimpleEntry<>(detector, clock.instant())); + listener.onResponse(Optional.of(detector)); + } catch (Exception t) { + LOG.error("Fail to parse detector {}", adID); + LOG.error("Stack trace:", t); + listener.onResponse(Optional.empty()); + } + }, listener::onFailure); } /** diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTransportAction.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTransportAction.java index 4d3f62a9..f130ab9c 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTransportAction.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTransportAction.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -32,9 +32,9 @@ import com.amazon.opendistroforelasticsearch.ad.common.exception.LimitExceededException; import com.amazon.opendistroforelasticsearch.ad.common.exception.ResourceNotFoundException; import com.amazon.opendistroforelasticsearch.ad.constant.CommonErrorMessages; +import com.amazon.opendistroforelasticsearch.ad.constant.CommonName; import com.amazon.opendistroforelasticsearch.ad.feature.FeatureManager; import com.amazon.opendistroforelasticsearch.ad.feature.SinglePointFeatures; -import com.amazon.opendistroforelasticsearch.ad.indices.AnomalyDetectionIndices; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; import com.amazon.opendistroforelasticsearch.ad.ml.RcfResult; import com.amazon.opendistroforelasticsearch.ad.ml.rcf.CombinedRcfResult; @@ -45,6 +45,7 @@ import com.amazon.opendistroforelasticsearch.ad.stats.ADStats; import com.amazon.opendistroforelasticsearch.ad.stats.StatNames; import com.amazon.opendistroforelasticsearch.ad.util.ColdStartRunner; + import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; import org.apache.logging.log4j.message.ParameterizedMessage; @@ -54,11 +55,9 @@ import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.ActionListenerResponseHandler; import org.elasticsearch.action.ActionRequest; -import org.elasticsearch.action.bulk.BackoffPolicy; import org.elasticsearch.action.support.ActionFilters; import org.elasticsearch.action.support.HandledTransportAction; import org.elasticsearch.action.support.IndicesOptions; -import org.elasticsearch.client.Client; import org.elasticsearch.cluster.ClusterState; import org.elasticsearch.cluster.block.ClusterBlockLevel; import org.elasticsearch.cluster.metadata.IndexNameExpressionResolver; @@ -69,12 +68,12 @@ import org.elasticsearch.common.io.stream.NotSerializableExceptionWrapper; import org.elasticsearch.node.NodeClosedException; import org.elasticsearch.tasks.Task; -import org.elasticsearch.threadpool.ThreadPool; import org.elasticsearch.transport.ConnectTransportException; import org.elasticsearch.transport.ReceiveTimeoutTransportException; import org.elasticsearch.transport.TransportRequestOptions; import org.elasticsearch.transport.TransportService; import org.elasticsearch.common.settings.Settings; +import org.elasticsearch.index.IndexNotFoundException; public class AnomalyResultTransportAction extends HandledTransportAction { @@ -83,6 +82,7 @@ public class AnomalyResultTransportAction extends HandledTransportAction getFeatureData(double[] currentFeature, AnomalyDetecto * + unknown prediction error * * Known cause of EndRunException with endNow returning true: - * + anomaly detector is not available - * + a models' memory size reached limit + * + a model's memory size reached limit * + models' total memory size reached limit + * + Having trouble querying feature data due to + * * index does not exist + * * all features have been disabled + * + anomaly detector is not available + * * Known cause of InternalFailure: * + threshold model node is not available * + cluster read/write is blocked - * + interrupted while waiting for rcf/threshold model nodes' responses * + cold start hasn't been finished * + fail to get all of rcf model nodes' responses * + fail to get threshold model node's response * + RCF/Threshold model node failing to get checkpoint to restore model before timeout + * + Detection is throttle because previous detection query is running * */ @Override @@ -225,7 +214,18 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< } try { - Optional detector = stateManager.getAnomalyDetector(adID); + stateManager.getAnomalyDetector(adID, onGetDetector(listener, adID, request)); + } catch (Exception ex) { + handleExecuteException(ex, listener, adID); + } + } + + private ActionListener> onGetDetector( + ActionListener listener, + String adID, + AnomalyResultRequest request + ) { + return ActionListener.wrap(detector -> { if (!detector.isPresent()) { listener.onFailure(new EndRunException(adID, "AnomalyDetector is not available.", true)); return; @@ -233,13 +233,15 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< AnomalyDetector anomalyDetector = detector.get(); String thresholdModelID = modelManager.getThresholdModelId(adID); - Optional thresholdNode = hashRing.getOwningNode(thresholdModelID); - if (!thresholdNode.isPresent()) { + Optional asThresholdNode = hashRing.getOwningNode(thresholdModelID); + if (!asThresholdNode.isPresent()) { listener.onFailure(new InternalFailure(adID, "Threshold model node is not available.")); return; } - if (!shouldStart(listener, adID, detector.get(), thresholdNode.get().getId(), thresholdModelID)) { + DiscoveryNode thresholdNode = asThresholdNode.get(); + + if (!shouldStart(listener, adID, anomalyDetector, thresholdNode.getId(), thresholdModelID)) { return; } @@ -250,12 +252,31 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< long dataStartTime = request.getStart() - delayMillis; long dataEndTime = request.getEnd() - delayMillis; - SinglePointFeatures featureOptional = featureManager.getCurrentFeatures(anomalyDetector, dataStartTime, dataEndTime); + featureManager + .getCurrentFeatures( + anomalyDetector, + dataStartTime, + dataEndTime, + onFeatureResponse(adID, anomalyDetector, listener, thresholdModelID, thresholdNode, dataStartTime, dataEndTime) + ); + }, exception -> handleExecuteException(exception, listener, adID)); + + } + private ActionListener onFeatureResponse( + String adID, + AnomalyDetector detector, + ActionListener listener, + String thresholdModelID, + DiscoveryNode thresholdNode, + long dataStartTime, + long dataEndTime + ) { + return ActionListener.wrap(featureOptional -> { List featureInResponse = null; if (featureOptional.getUnprocessedFeatures().isPresent()) { - featureInResponse = getFeatureData(featureOptional.getUnprocessedFeatures().get(), detector.get()); + featureInResponse = getFeatureData(featureOptional.getUnprocessedFeatures().get(), detector); } if (!featureOptional.getProcessedFeatures().isPresent()) { @@ -293,7 +314,7 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< // Can throw LimitExceededException when a single partition is more than X% of heap memory. // Compute this number once and the value won't change unless the coordinating AD node for an // detector changes or the cluster size changes. - int rcfPartitionNum = stateManager.getPartitionNumber(adID); + int rcfPartitionNum = stateManager.getPartitionNumber(adID, detector); List rcfResults = new ArrayList<>(); @@ -326,8 +347,6 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< thresholdModelID, thresholdNode, featureInResponse, - dataStartTime, - dataEndTime, rcfPartitionNum, responseCount, adID @@ -342,9 +361,15 @@ protected void doExecute(Task task, ActionRequest actionRequest, ActionListener< new ActionListenerResponseHandler<>(rcfListener, RCFResultResponse::new) ); } - } catch (Exception ex) { - handleExecuteException(ex, listener, adID); - } + }, exception -> { + if (exception instanceof IndexNotFoundException) { + listener.onFailure(new EndRunException(adID, "Having trouble querying data: " + exception.getMessage(), true)); + } else if (exception instanceof IllegalArgumentException && detector.getEnabledFeatureIds().isEmpty()) { + listener.onFailure(new EndRunException(adID, ALL_FEATURES_DISABLED_ERR_MSG, true)); + } else { + handleExecuteException(exception, listener, adID); + } + }); } /** @@ -390,7 +415,9 @@ private void findException(Throwable cause, String adID, AtomicReference previousException = globalRunner.fetchException(adID); @@ -468,13 +495,11 @@ class RCFActionListener implements ActionListener { private String modelID; private AtomicReference failure; private String rcfNodeID; - private Optional detector; + private AnomalyDetector detector; private ActionListener listener; private String thresholdModelID; - private Optional thresholdNode; + private DiscoveryNode thresholdNode; private List featureInResponse; - private long startTime; - private long endTime; private int nodeCount; private final AtomicInteger responseCount; private final String adID; @@ -484,13 +509,11 @@ class RCFActionListener implements ActionListener { String modelID, AtomicReference failure, String rcfNodeID, - Optional detector, + AnomalyDetector detector, ActionListener listener, String thresholdModelID, - Optional thresholdNode, + DiscoveryNode thresholdNode, List features, - long startTime, - long endTime, int nodeCount, AtomicInteger responseCount, String adID @@ -504,8 +527,6 @@ class RCFActionListener implements ActionListener { this.thresholdModelID = thresholdModelID; this.featureInResponse = features; this.failure = failure; - this.startTime = startTime; - this.endTime = endTime; this.nodeCount = nodeCount; this.responseCount = responseCount; this.adID = adID; @@ -544,7 +565,7 @@ public void onFailure(Exception e) { private void handleRCFResults() { try { - if (coldStartIfNoModel(failure, detector.get()) || rcfResults.isEmpty()) { + if (coldStartIfNoModel(failure, detector) || rcfResults.isEmpty()) { listener.onFailure(new InternalFailure(adID, NO_MODEL_ERR_MSG)); return; } @@ -554,7 +575,7 @@ private void handleRCFResults() { final AtomicReference anomalyResultResponse = new AtomicReference<>(); - String thresholdNodeId = thresholdNode.get().getId(); + String thresholdNodeId = thresholdNode.getId(); LOG.info("Sending threshold request to {} for model {}", thresholdNodeId, thresholdModelID); ThresholdActionListener thresholdListener = new ThresholdActionListener( anomalyResultResponse, @@ -563,15 +584,12 @@ private void handleRCFResults() { thresholdNodeId, detector, combinedResult, - featureInResponse, listener, - startTime, - endTime, adID ); transportService .sendRequest( - thresholdNode.get(), + thresholdNode, ThresholdResultAction.NAME, new ThresholdResultRequest(adID, thresholdModelID, combinedScore), option, @@ -590,11 +608,8 @@ class ThresholdActionListener implements ActionListener private AtomicReference failure; private String thresholdNodeID; private ActionListener listener; - private Optional detector; + private AnomalyDetector detector; private CombinedRcfResult combinedResult; - private List featureInResponse; - private long startTime; - private long endTime; private String adID; ThresholdActionListener( @@ -602,12 +617,9 @@ class ThresholdActionListener implements ActionListener List features, String modelID, String thresholdNodeID, - Optional detector, + AnomalyDetector detector, CombinedRcfResult combinedResult, - List featureInResponse, ActionListener listener, - long startTime, - long endTime, String adID ) { this.anomalyResultResponse = anomalyResultResponse; @@ -616,9 +628,6 @@ class ThresholdActionListener implements ActionListener this.thresholdNodeID = thresholdNodeID; this.detector = detector; this.combinedResult = combinedResult; - this.featureInResponse = featureInResponse; - this.startTime = startTime; - this.endTime = endTime; this.failure = new AtomicReference(); this.listener = listener; this.adID = adID; @@ -650,7 +659,7 @@ public void onFailure(Exception e) { private void handleThresholdResult() { try { - if (coldStartIfNoModel(failure, detector.get())) { + if (coldStartIfNoModel(failure, detector)) { listener.onFailure(new InternalFailure(adID, NO_MODEL_ERR_MSG)); return; } diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTransportAction.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTransportAction.java index 41e11052..382c632c 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTransportAction.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTransportAction.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -19,7 +19,7 @@ import com.amazon.opendistroforelasticsearch.ad.common.exception.LimitExceededException; import com.amazon.opendistroforelasticsearch.ad.constant.CommonErrorMessages; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; -import com.amazon.opendistroforelasticsearch.ad.ml.RcfResult; + import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; import org.elasticsearch.action.ActionListener; @@ -57,8 +57,21 @@ protected void doExecute(Task task, RCFResultRequest request, ActionListener listener + .onResponse(new RCFResultResponse(result.getScore(), result.getConfidence(), result.getForestSize())), + exception -> { + LOG.warn(exception); + listener.onFailure(exception); + } + ) + ); } catch (Exception e) { LOG.error(e); listener.onFailure(e); diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/StopDetectorTransportAction.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/StopDetectorTransportAction.java index fb140a8a..d434837e 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/StopDetectorTransportAction.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/StopDetectorTransportAction.java @@ -15,7 +15,6 @@ package com.amazon.opendistroforelasticsearch.ad.transport; -import com.amazon.opendistroforelasticsearch.ad.cluster.DeleteDetector; import com.amazon.opendistroforelasticsearch.ad.common.exception.InternalFailure; import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; @@ -39,20 +38,17 @@ public class StopDetectorTransportAction extends HandledTransportAction { private static final Logger LOG = LogManager.getLogger(ThresholdResultTransportAction.class); @@ -42,8 +42,17 @@ protected void doExecute(Task task, ThresholdResultRequest request, ActionListen try { LOG.info("Serve threshold request for {}", request.getModelID()); - ThresholdingResult result = manager.getThresholdingResult(request.getAdID(), request.getModelID(), request.getRCFScore()); - listener.onResponse(new ThresholdResultResponse(result.getGrade(), result.getConfidence())); + manager + .getThresholdingResult( + request.getAdID(), + request.getModelID(), + request.getRCFScore(), + ActionListener + .wrap( + result -> listener.onResponse(new ThresholdResultResponse(result.getGrade(), result.getConfidence())), + exception -> listener.onFailure(exception) + ) + ); } catch (Exception e) { LOG.error(e); listener.onFailure(e); diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/handler/AnomalyResultHandler.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/handler/AnomalyResultHandler.java index 742a0689..e9a970cc 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/handler/AnomalyResultHandler.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/transport/handler/AnomalyResultHandler.java @@ -172,35 +172,27 @@ private void saveDetectorResult(AnomalyResult anomalyResult) { } void saveDetectorResult(IndexRequest indexRequest, String context, Iterator backoff) { - client - .index( - indexRequest, - ActionListener - .wrap( - response -> LOG.debug(SUCCESS_SAVING_MSG + context), - exception -> { - // Elasticsearch has a thread pool and a queue for write per node. A thread - // pool will have N number of workers ready to handle the requests. When a - // request comes and if a worker is free , this is handled by the worker. Now by - // default the number of workers is equal to the number of cores on that CPU. - // When the workers are full and there are more write requests, the request - // will go to queue. The size of queue is also limited. If by default size is, - // say, 200 and if there happens more parallel requests than this, then those - // requests would be rejected as you can see EsRejectedExecutionException. - // So EsRejectedExecutionException is the way that Elasticsearch tells us that - // it cannot keep up with the current indexing rate. - // When it happens, we should pause indexing a bit before trying again, ideally - // with randomized exponential backoff. - if (!(exception instanceof EsRejectedExecutionException) || !backoff.hasNext()) { - LOG.error(FAIL_TO_SAVE_ERR_MSG + context, exception); - } else { - TimeValue nextDelay = backoff.next(); - LOG.warn(RETRY_SAVING_ERR_MSG + context, exception); - threadPool - .schedule(() -> saveDetectorResult(indexRequest, context, backoff), nextDelay, ThreadPool.Names.SAME); - } - } - ) - ); + client.index(indexRequest, ActionListener.wrap(response -> LOG.debug(SUCCESS_SAVING_MSG + context), exception -> { + // Elasticsearch has a thread pool and a queue for write per node. A thread + // pool will have N number of workers ready to handle the requests. When a + // request comes and if a worker is free , this is handled by the worker. Now by + // default the number of workers is equal to the number of cores on that CPU. + // When the workers are full and there are more write requests, the request + // will go to queue. The size of queue is also limited. If by default size is, + // say, 200 and if there happens more parallel requests than this, then those + // requests would be rejected as you can see EsRejectedExecutionException. + // So EsRejectedExecutionException is the way that Elasticsearch tells us that + // it cannot keep up with the current indexing rate. + // When it happens, we should pause indexing a bit before trying again, ideally + // with randomized exponential backoff. + Throwable cause = ExceptionsHelper.unwrapCause(exception); + if (!(cause instanceof EsRejectedExecutionException) || !backoff.hasNext()) { + LOG.error(FAIL_TO_SAVE_ERR_MSG + context, cause); + } else { + TimeValue nextDelay = backoff.next(); + LOG.warn(RETRY_SAVING_ERR_MSG + context, cause); + threadPool.schedule(() -> saveDetectorResult(indexRequest, context, backoff), nextDelay, ThreadPool.Names.SAME); + } + })); } } diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/MultiResponsesDelegateActionListener.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/MultiResponsesDelegateActionListener.java new file mode 100644 index 00000000..3f42a18c --- /dev/null +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/MultiResponsesDelegateActionListener.java @@ -0,0 +1,112 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad.util; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; +import java.util.Locale; +import java.util.concurrent.atomic.AtomicInteger; + +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.Logger; +import org.elasticsearch.action.ActionListener; + +import com.amazon.opendistroforelasticsearch.ad.model.Mergeable; + +/** + * A listener wrapper to help send multiple requests asynchronously and return one final responses together + */ +public class MultiResponsesDelegateActionListener implements ActionListener { + private static final Logger LOG = LogManager.getLogger(MultiResponsesDelegateActionListener.class); + private final ActionListener delegate; + private final AtomicInteger collectedResponseCount; + private final int maxResponseCount; + // save responses from multiple requests + private final List savedResponses; + private List exceptions; + private String finalErrorMsg; + + public MultiResponsesDelegateActionListener(ActionListener delegate, int maxResponseCount, String finalErrorMsg) { + this.delegate = delegate; + this.collectedResponseCount = new AtomicInteger(0); + this.maxResponseCount = maxResponseCount; + this.savedResponses = Collections.synchronizedList(new ArrayList()); + this.exceptions = Collections.synchronizedList(new ArrayList()); + this.finalErrorMsg = finalErrorMsg; + } + + @Override + public void onResponse(T response) { + try { + if (response != null) { + this.savedResponses.add(response); + } + } finally { + // If expectedResponseCount == 0 , collectedResponseCount.incrementAndGet() will be greater than expectedResponseCount + if (collectedResponseCount.incrementAndGet() >= maxResponseCount) { + finish(); + } + } + + } + + @Override + public void onFailure(Exception e) { + LOG.error(e); + try { + this.exceptions.add(e.getMessage()); + } finally { + // no matter the asynchronous request is a failure or success, we need to increment the count. + // We need finally here to increment the count when there is a failure. + if (collectedResponseCount.incrementAndGet() >= maxResponseCount) { + finish(); + } + } + } + + private void finish() { + if (this.exceptions.size() == 0) { + if (savedResponses.size() == 0) { + this.delegate.onFailure(new RuntimeException("No response collected")); + } else { + T response0 = savedResponses.get(0); + for (int i = 1; i < savedResponses.size(); i++) { + response0.merge(savedResponses.get(i)); + } + this.delegate.onResponse(response0); + } + } else { + this.delegate.onFailure(new RuntimeException(String.format(Locale.ROOT, finalErrorMsg + " Exceptions: %s", exceptions))); + } + } + + public void failImmediately(Exception e) { + this.delegate.onFailure(new RuntimeException(finalErrorMsg, e)); + } + + public void failImmediately(String errMsg) { + this.delegate.onFailure(new RuntimeException(errMsg)); + } + + public void failImmediately(String errMsg, Exception e) { + this.delegate.onFailure(new RuntimeException(errMsg, e)); + } + + public void respondImmediately(T o) { + this.delegate.onResponse(o); + } +} diff --git a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/RestHandlerUtils.java b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/RestHandlerUtils.java index 2d09ea2d..057eeec7 100644 --- a/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/RestHandlerUtils.java +++ b/src/main/java/com/amazon/opendistroforelasticsearch/ad/util/RestHandlerUtils.java @@ -53,6 +53,8 @@ public final class RestHandlerUtils { public static final String PREVIEW = "_preview"; public static final String START_JOB = "_start"; public static final String STOP_JOB = "_stop"; + public static final String PROFILE = "_profile"; + public static final String TYPE = "type"; public static final ToXContent.MapParams XCONTENT_WITH_TYPE = new ToXContent.MapParams(ImmutableMap.of("with_type", "true")); private static final String KIBANA_USER_AGENT = "Kibana"; diff --git a/src/main/resources/mappings/anomaly-results.json b/src/main/resources/mappings/anomaly-results.json index 2ad310d1..80ee69e4 100644 --- a/src/main/resources/mappings/anomaly-results.json +++ b/src/main/resources/mappings/anomaly-results.json @@ -45,6 +45,9 @@ "execution_end_time": { "type": "date", "format": "strict_date_time||epoch_millis" + }, + "error": { + "type": "text" } } } diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunnerTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunnerTests.java index 0f93ed59..45b23ea0 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunnerTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorJobRunnerTests.java @@ -19,6 +19,7 @@ import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob; import com.amazon.opendistroforelasticsearch.ad.model.IntervalTimeConfiguration; import com.amazon.opendistroforelasticsearch.ad.transport.handler.AnomalyResultHandler; +import com.amazon.opendistroforelasticsearch.ad.util.ClientUtil; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.JobExecutionContext; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.LockModel; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.ScheduledJobParameter; @@ -26,6 +27,7 @@ import com.amazon.opendistroforelasticsearch.jobscheduler.spi.schedule.Schedule; import com.amazon.opendistroforelasticsearch.jobscheduler.spi.utils.LockService; import org.elasticsearch.action.ActionListener; +import org.elasticsearch.action.get.GetRequest; import org.elasticsearch.action.get.GetResponse; import org.elasticsearch.action.index.IndexRequest; import org.elasticsearch.action.index.IndexResponse; @@ -74,6 +76,10 @@ public class AnomalyDetectorJobRunnerTests extends AbstractADTest { @Mock private Client client; + + @Mock + private ClientUtil clientUtil; + @Mock private ClusterService clusterService; @@ -119,6 +125,7 @@ public void setup() throws Exception { doReturn(executorService).when(mockedThreadPool).executor(anyString()); runner.setThreadPool(mockedThreadPool); runner.setClient(client); + runner.setClientUtil(clientUtil); runner.setAnomalyResultHandler(anomalyResultHandler); setUpJobParameter(); @@ -214,7 +221,7 @@ public void testRunAdJobWithEndRunExceptionNow() { public void testRunAdJobWithEndRunExceptionNowAndExistingAdJob() { testRunAdJobWithEndRunExceptionNowAndStopAdJob(true, true, true); verify(anomalyResultHandler).indexAnomalyResult(any()); - verify(client).index(any(), any()); + verify(clientUtil).asyncRequest(any(IndexRequest.class), any(), any()); assertTrue(testAppender.containsMessage("AD Job was disabled by JobRunner for")); } @@ -222,7 +229,7 @@ public void testRunAdJobWithEndRunExceptionNowAndExistingAdJob() { public void testRunAdJobWithEndRunExceptionNowAndExistingAdJobAndIndexException() { testRunAdJobWithEndRunExceptionNowAndStopAdJob(true, true, false); verify(anomalyResultHandler).indexAnomalyResult(any()); - verify(client).index(any(), any()); + verify(clientUtil).asyncRequest(any(IndexRequest.class), any(), any()); assertTrue(testAppender.containsMessage("Failed to disable AD job for")); } @@ -256,7 +263,7 @@ private void testRunAdJobWithEndRunExceptionNowAndStopAdJob(boolean jobExists, b Exception exception = new EndRunException(jobParameter.getName(), randomAlphaOfLength(5), true); doAnswer(invocation -> { - ActionListener listener = invocation.getArgument(1); + ActionListener listener = invocation.getArgument(2); GetResponse response = new GetResponse( new GetResult( AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX, @@ -286,11 +293,11 @@ private void testRunAdJobWithEndRunExceptionNowAndStopAdJob(boolean jobExists, b listener.onResponse(response); return null; - }).when(client).get(any(), any()); + }).when(clientUtil).asyncRequest(any(GetRequest.class), any(), any()); doAnswer(invocation -> { IndexRequest request = invocation.getArgument(0); - ActionListener listener = invocation.getArgument(1); + ActionListener listener = invocation.getArgument(2); ShardId shardId = new ShardId(new Index(AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX, randomAlphaOfLength(10)), 0); if (disableSuccessfully) { listener.onResponse(new IndexResponse(shardId, randomAlphaOfLength(10), request.id(), 1, 1, 1, true)); @@ -298,7 +305,7 @@ private void testRunAdJobWithEndRunExceptionNowAndStopAdJob(boolean jobExists, b listener.onResponse(null); } return null; - }).when(client).index(any(), any()); + }).when(clientUtil).asyncRequest(any(IndexRequest.class), any(), any()); runner.handleAdException(jobParameter, lockService, lock, Instant.now().minusMillis(1000 * 60), Instant.now(), exception); } @@ -309,10 +316,10 @@ public void testRunAdJobWithEndRunExceptionNowAndGetJobException() { Exception exception = new EndRunException(jobParameter.getName(), randomAlphaOfLength(5), true); doAnswer(invocation -> { - ActionListener listener = invocation.getArgument(1); + ActionListener listener = invocation.getArgument(2); listener.onFailure(new RuntimeException("test")); return null; - }).when(client).get(any(), any()); + }).when(clientUtil).asyncRequest(any(GetRequest.class), any(), any()); runner.handleAdException(jobParameter, lockService, lock, Instant.now().minusMillis(1000 * 60), Instant.now(), exception); verify(anomalyResultHandler).indexAnomalyResult(any()); @@ -324,7 +331,7 @@ public void testRunAdJobWithEndRunExceptionNowAndFailToGetJob() { LockModel lock = new LockModel("indexName", "jobId", Instant.now(), 10, false); Exception exception = new EndRunException(jobParameter.getName(), randomAlphaOfLength(5), true); - doThrow(new RuntimeException("fail to get AD job")).when(client).get(any(), any()); + doThrow(new RuntimeException("fail to get AD job")).when(clientUtil).asyncRequest(any(GetRequest.class), any(), any()); runner.handleAdException(jobParameter, lockService, lock, Instant.now().minusMillis(1000 * 60), Instant.now(), exception); verify(anomalyResultHandler).indexAnomalyResult(any()); diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunnerTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunnerTests.java new file mode 100644 index 00000000..8f23f7ea --- /dev/null +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/AnomalyDetectorProfileRunnerTests.java @@ -0,0 +1,317 @@ +/* + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"). + * You may not use this file except in compliance with the License. + * A copy of the License is located at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * or in the "license" file accompanying this file. This file 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 com.amazon.opendistroforelasticsearch.ad; + +import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector.ANOMALY_DETECTORS_INDEX; +import static com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX; +import static org.mockito.ArgumentMatchers.any; +import static org.mockito.Mockito.doAnswer; +import static org.mockito.Mockito.mock; + +import java.io.IOException; +import java.time.Instant; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.concurrent.CountDownLatch; +import java.util.concurrent.TimeUnit; + +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.Logger; +import org.elasticsearch.action.ActionListener; +import org.elasticsearch.action.get.GetRequest; +import org.elasticsearch.action.get.GetResponse; +import org.elasticsearch.action.search.SearchRequest; +import org.elasticsearch.action.search.SearchResponse; +import org.elasticsearch.client.Client; +import org.elasticsearch.common.settings.Settings; +import org.elasticsearch.common.xcontent.NamedXContentRegistry; +import org.elasticsearch.index.IndexNotFoundException; +import org.elasticsearch.search.SearchModule; +import org.elasticsearch.test.ESTestCase; +import org.junit.Before; +import org.junit.BeforeClass; + +import com.amazon.opendistroforelasticsearch.ad.cluster.ADMetaData; +import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector; +import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetectorJob; +import com.amazon.opendistroforelasticsearch.ad.model.AnomalyResult; +import com.amazon.opendistroforelasticsearch.ad.model.DetectorProfile; +import com.amazon.opendistroforelasticsearch.ad.model.DetectorState; +import com.amazon.opendistroforelasticsearch.ad.model.ProfileName; + +public class AnomalyDetectorProfileRunnerTests extends ESTestCase { + private static final Logger LOG = LogManager.getLogger(AnomalyDetectorProfileRunnerTests.class); + private AnomalyDetectorProfileRunner runner; + private Client client; + private AnomalyDetector detector; + private static Set stateOnly; + private static Set stateNError; + private static String error = "No full shingle in current detection window"; + + @Override + protected NamedXContentRegistry xContentRegistry() { + SearchModule searchModule = new SearchModule(Settings.EMPTY, false, Collections.emptyList()); + List entries = searchModule.getNamedXContents(); + entries.addAll(Arrays.asList(AnomalyDetector.XCONTENT_REGISTRY, ADMetaData.XCONTENT_REGISTRY, AnomalyResult.XCONTENT_REGISTRY)); + return new NamedXContentRegistry(entries); + } + + @BeforeClass + public static void setUpOnce() { + stateOnly = new HashSet(); + stateOnly.add(ProfileName.STATE); + stateNError = new HashSet(); + stateNError.add(ProfileName.ERROR); + stateNError.add(ProfileName.STATE); + } + + @Override + @Before + public void setUp() throws Exception { + super.setUp(); + client = mock(Client.class); + runner = new AnomalyDetectorProfileRunner(client, xContentRegistry()); + } + + enum JobStatus { + INDEX_NOT_EXIT, + DISABLED, + ENABLED + } + + enum InittedEverResultStatus { + INDEX_NOT_EXIT, + GREATER_THAN_ZERO, + EMPTY, + EXCEPTION + } + + enum ErrorResultStatus { + INDEX_NOT_EXIT, + NO_ERROR, + ERROR + } + + @SuppressWarnings("unchecked") + private void setUpClientGet(boolean detectorExists, JobStatus jobStatus) throws IOException { + detector = TestHelpers.randomAnomalyDetector(TestHelpers.randomUiMetadata(), Instant.now()); + doAnswer(invocation -> { + Object[] args = invocation.getArguments(); + GetRequest request = (GetRequest) args[0]; + ActionListener listener = (ActionListener) args[1]; + + if (request.index().equals(ANOMALY_DETECTORS_INDEX)) { + if (detectorExists) { + listener.onResponse(TestHelpers.createGetResponse(detector, detector.getDetectorId())); + } else { + listener.onFailure(new IndexNotFoundException(ANOMALY_DETECTORS_INDEX)); + } + } else { + AnomalyDetectorJob job = null; + switch (jobStatus) { + case INDEX_NOT_EXIT: + listener.onFailure(new IndexNotFoundException(ANOMALY_DETECTOR_JOB_INDEX)); + break; + case DISABLED: + job = TestHelpers.randomAnomalyDetectorJob(false); + listener.onResponse(TestHelpers.createGetResponse(job, detector.getDetectorId())); + break; + case ENABLED: + job = TestHelpers.randomAnomalyDetectorJob(true); + listener.onResponse(TestHelpers.createGetResponse(job, detector.getDetectorId())); + break; + default: + assertTrue("should not reach here", false); + break; + } + } + + return null; + }).when(client).get(any(), any()); + } + + @SuppressWarnings("unchecked") + private void setUpClientSearch(InittedEverResultStatus inittedEverResultStatus, ErrorResultStatus errorResultStatus) { + doAnswer(invocation -> { + Object[] args = invocation.getArguments(); + SearchRequest request = (SearchRequest) args[0]; + ActionListener listener = (ActionListener) args[1]; + if (errorResultStatus == ErrorResultStatus.INDEX_NOT_EXIT + || inittedEverResultStatus == InittedEverResultStatus.INDEX_NOT_EXIT) { + listener.onFailure(new IndexNotFoundException(AnomalyResult.ANOMALY_RESULT_INDEX)); + return null; + } + AnomalyResult result = null; + if (request.source().query().toString().contains(AnomalyResult.ANOMALY_SCORE_FIELD)) { + switch (inittedEverResultStatus) { + case GREATER_THAN_ZERO: + result = TestHelpers.randomAnomalyDetectResult(0.87); + listener.onResponse(TestHelpers.createSearchResponse(result)); + break; + case EMPTY: + listener.onResponse(TestHelpers.createEmptySearchResponse()); + break; + case EXCEPTION: + listener.onFailure(new RuntimeException()); + break; + default: + assertTrue("should not reach here", false); + break; + } + } else { + switch (errorResultStatus) { + case NO_ERROR: + result = TestHelpers.randomAnomalyDetectResult(null); + listener.onResponse(TestHelpers.createSearchResponse(result)); + break; + case ERROR: + result = TestHelpers.randomAnomalyDetectResult(error); + listener.onResponse(TestHelpers.createSearchResponse(result)); + break; + default: + assertTrue("should not reach here", false); + break; + } + } + + return null; + }).when(client).search(any(), any()); + + } + + public void testDetectorNotExist() throws IOException, InterruptedException { + setUpClientGet(false, JobStatus.INDEX_NOT_EXIT); + final CountDownLatch inProgressLatch = new CountDownLatch(1); + + runner.profile("x123", ActionListener.wrap(response -> { + assertTrue("Should not reach here", false); + inProgressLatch.countDown(); + }, exception -> { + assertTrue(exception.getMessage().contains(AnomalyDetectorProfileRunner.FAIL_TO_FIND_DETECTOR_MSG)); + inProgressLatch.countDown(); + }), stateNError); + assertTrue(inProgressLatch.await(100, TimeUnit.SECONDS)); + } + + public void testDisabledJobIndexTemplate(JobStatus status) throws IOException, InterruptedException { + setUpClientGet(true, status); + DetectorProfile expectedProfile = new DetectorProfile(); + expectedProfile.setState(DetectorState.DISABLED); + final CountDownLatch inProgressLatch = new CountDownLatch(1); + + runner.profile(detector.getDetectorId(), ActionListener.wrap(response -> { + assertEquals(expectedProfile, response); + inProgressLatch.countDown(); + }, exception -> { + assertTrue("Should not reach here ", false); + inProgressLatch.countDown(); + }), stateOnly); + assertTrue(inProgressLatch.await(100, TimeUnit.SECONDS)); + } + + public void testNoJobIndex() throws IOException, InterruptedException { + testDisabledJobIndexTemplate(JobStatus.INDEX_NOT_EXIT); + } + + public void testJobDisabled() throws IOException, InterruptedException { + testDisabledJobIndexTemplate(JobStatus.DISABLED); + } + + public void testInitOrRunningStateTemplate(InittedEverResultStatus status, DetectorState expectedState) throws IOException, + InterruptedException { + setUpClientGet(true, JobStatus.ENABLED); + setUpClientSearch(status, ErrorResultStatus.NO_ERROR); + DetectorProfile expectedProfile = new DetectorProfile(); + expectedProfile.setState(expectedState); + final CountDownLatch inProgressLatch = new CountDownLatch(1); + + runner.profile(detector.getDetectorId(), ActionListener.wrap(response -> { + assertEquals(expectedProfile, response); + inProgressLatch.countDown(); + }, exception -> { + assertTrue("Should not reach here ", false); + inProgressLatch.countDown(); + }), stateOnly); + assertTrue(inProgressLatch.await(100, TimeUnit.SECONDS)); + } + + public void testResultNotExist() throws IOException, InterruptedException { + testInitOrRunningStateTemplate(InittedEverResultStatus.INDEX_NOT_EXIT, DetectorState.INIT); + } + + public void testResultEmpty() throws IOException, InterruptedException { + testInitOrRunningStateTemplate(InittedEverResultStatus.EMPTY, DetectorState.INIT); + } + + public void testResultGreaterThanZero() throws IOException, InterruptedException { + testInitOrRunningStateTemplate(InittedEverResultStatus.GREATER_THAN_ZERO, DetectorState.RUNNING); + } + + public void testErrorStateTemplate(InittedEverResultStatus initStatus, ErrorResultStatus status, DetectorState state, String error) + throws IOException, + InterruptedException { + setUpClientGet(true, JobStatus.ENABLED); + setUpClientSearch(initStatus, status); + DetectorProfile expectedProfile = new DetectorProfile(); + expectedProfile.setState(state); + expectedProfile.setError(error); + final CountDownLatch inProgressLatch = new CountDownLatch(1); + + runner.profile(detector.getDetectorId(), ActionListener.wrap(response -> { + assertEquals(expectedProfile, response); + inProgressLatch.countDown(); + }, exception -> { + assertTrue("Should not reach here ", false); + inProgressLatch.countDown(); + }), stateNError); + assertTrue(inProgressLatch.await(100, TimeUnit.SECONDS)); + } + + public void testInitNoError() throws IOException, InterruptedException { + testErrorStateTemplate(InittedEverResultStatus.INDEX_NOT_EXIT, ErrorResultStatus.INDEX_NOT_EXIT, DetectorState.INIT, null); + } + + public void testRunningNoError() throws IOException, InterruptedException { + testErrorStateTemplate(InittedEverResultStatus.GREATER_THAN_ZERO, ErrorResultStatus.NO_ERROR, DetectorState.RUNNING, null); + } + + public void testRunningWithError() throws IOException, InterruptedException { + testErrorStateTemplate(InittedEverResultStatus.GREATER_THAN_ZERO, ErrorResultStatus.ERROR, DetectorState.RUNNING, error); + } + + public void testInitWithError() throws IOException, InterruptedException { + testErrorStateTemplate(InittedEverResultStatus.EMPTY, ErrorResultStatus.ERROR, DetectorState.INIT, error); + } + + public void testExceptionOnStateFetching() throws IOException, InterruptedException { + setUpClientGet(true, JobStatus.ENABLED); + setUpClientSearch(InittedEverResultStatus.EXCEPTION, ErrorResultStatus.NO_ERROR); + + final CountDownLatch inProgressLatch = new CountDownLatch(1); + + runner.profile(detector.getDetectorId(), ActionListener.wrap(response -> { + assertTrue("Should not reach here ", false); + inProgressLatch.countDown(); + }, exception -> { + assertTrue("Unexcpeted exception " + exception.getMessage(), exception instanceof RuntimeException); + inProgressLatch.countDown(); + }), stateOnly); + assertTrue(inProgressLatch.await(100, TimeUnit.SECONDS)); + } +} diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/TestHelpers.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/TestHelpers.java index b85103c5..3af20295 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/TestHelpers.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/TestHelpers.java @@ -33,9 +33,13 @@ import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; import org.apache.logging.log4j.util.Strings; +import org.apache.lucene.search.TotalHits; import org.elasticsearch.Version; import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.admin.indices.create.CreateIndexResponse; +import org.elasticsearch.action.get.GetResponse; +import org.elasticsearch.action.search.SearchResponse; +import org.elasticsearch.action.search.ShardSearchFailure; import org.elasticsearch.client.Client; import org.elasticsearch.client.Request; import org.elasticsearch.client.RequestOptions; @@ -58,14 +62,25 @@ import org.elasticsearch.common.util.concurrent.ThreadContext; import org.elasticsearch.common.xcontent.LoggingDeprecationHandler; import org.elasticsearch.common.xcontent.NamedXContentRegistry; +import org.elasticsearch.common.xcontent.ToXContent; +import org.elasticsearch.common.xcontent.ToXContentObject; import org.elasticsearch.common.xcontent.XContentBuilder; +import org.elasticsearch.common.xcontent.XContentFactory; import org.elasticsearch.common.xcontent.XContentParser; import org.elasticsearch.common.xcontent.XContentType; +import org.elasticsearch.index.get.GetResult; +import org.elasticsearch.index.mapper.MapperService; import org.elasticsearch.index.query.QueryBuilder; +import org.elasticsearch.search.SearchHit; +import org.elasticsearch.search.SearchHits; import org.elasticsearch.search.SearchModule; import org.elasticsearch.search.aggregations.AggregationBuilder; import org.elasticsearch.search.aggregations.AggregatorFactories; +import org.elasticsearch.search.aggregations.InternalAggregations; import org.elasticsearch.search.builder.SearchSourceBuilder; +import org.elasticsearch.search.internal.InternalSearchResponse; +import org.elasticsearch.search.profile.SearchProfileShardResults; +import org.elasticsearch.search.suggest.Suggest; import org.elasticsearch.test.ClusterServiceUtils; import org.elasticsearch.test.ESTestCase; import org.elasticsearch.test.rest.ESRestTestCase; @@ -82,6 +97,7 @@ import static org.elasticsearch.cluster.node.DiscoveryNodeRole.BUILT_IN_ROLES; import static org.elasticsearch.index.query.AbstractQueryBuilder.parseInnerQueryBuilder; +import static org.elasticsearch.index.seqno.SequenceNumbers.UNASSIGNED_SEQ_NO; import static org.elasticsearch.test.ESTestCase.randomAlphaOfLength; import static org.elasticsearch.test.ESTestCase.randomDouble; import static org.elasticsearch.test.ESTestCase.randomInt; @@ -297,9 +313,21 @@ public static FeatureData randomFeatureData() { } public static AnomalyResult randomAnomalyDetectResult() { + return randomAnomalyDetectResult(randomDouble(), randomAlphaOfLength(5)); + } + + public static AnomalyResult randomAnomalyDetectResult(double score) { + return randomAnomalyDetectResult(randomDouble(), null); + } + + public static AnomalyResult randomAnomalyDetectResult(String error) { + return randomAnomalyDetectResult(Double.NaN, error); + } + + public static AnomalyResult randomAnomalyDetectResult(double score, String error) { return new AnomalyResult( randomAlphaOfLength(5), - randomDouble(), + score, randomDouble(), randomDouble(), ImmutableList.of(randomFeatureData(), randomFeatureData()), @@ -307,16 +335,20 @@ public static AnomalyResult randomAnomalyDetectResult() { Instant.now().truncatedTo(ChronoUnit.SECONDS), Instant.now().truncatedTo(ChronoUnit.SECONDS), Instant.now().truncatedTo(ChronoUnit.SECONDS), - randomAlphaOfLength(5) + error ); } public static AnomalyDetectorJob randomAnomalyDetectorJob() { + return randomAnomalyDetectorJob(true); + } + + public static AnomalyDetectorJob randomAnomalyDetectorJob(boolean enabled) { return new AnomalyDetectorJob( randomAlphaOfLength(10), randomIntervalSchedule(), randomIntervalTimeConfiguration(), - true, + enabled, Instant.now().truncatedTo(ChronoUnit.SECONDS), Instant.now().truncatedTo(ChronoUnit.SECONDS), Instant.now().truncatedTo(ChronoUnit.SECONDS), @@ -406,4 +438,70 @@ public static void createIndex(RestClient client, String indexName, HttpEntity d null ); } + + public static GetResponse createGetResponse(ToXContentObject o, String id) throws IOException { + XContentBuilder content = o.toXContent(XContentFactory.jsonBuilder(), ToXContent.EMPTY_PARAMS); + + return new GetResponse( + new GetResult( + AnomalyDetector.ANOMALY_DETECTORS_INDEX, + MapperService.SINGLE_MAPPING_NAME, + id, + UNASSIGNED_SEQ_NO, + 0, + -1, + true, + BytesReference.bytes(content), + Collections.emptyMap(), + Collections.emptyMap() + ) + ); + } + + public static SearchResponse createSearchResponse(ToXContentObject o) throws IOException { + XContentBuilder content = o.toXContent(XContentFactory.jsonBuilder(), ToXContent.EMPTY_PARAMS); + + SearchHit[] hits = new SearchHit[1]; + hits[0] = new SearchHit(0).sourceRef(BytesReference.bytes(content)); + + return new SearchResponse( + new InternalSearchResponse( + new SearchHits(hits, new TotalHits(1, TotalHits.Relation.EQUAL_TO), 1.0f), + new InternalAggregations(Collections.emptyList()), + new Suggest(Collections.emptyList()), + new SearchProfileShardResults(Collections.emptyMap()), + false, + false, + 1 + ), + "", + 5, + 5, + 0, + 100, + ShardSearchFailure.EMPTY_ARRAY, + SearchResponse.Clusters.EMPTY + ); + } + + public static SearchResponse createEmptySearchResponse() throws IOException { + return new SearchResponse( + new InternalSearchResponse( + new SearchHits(new SearchHit[0], new TotalHits(0, TotalHits.Relation.EQUAL_TO), 1.0f), + new InternalAggregations(Collections.emptyList()), + new Suggest(Collections.emptyList()), + new SearchProfileShardResults(Collections.emptyMap()), + false, + false, + 1 + ), + "", + 5, + 5, + 0, + 100, + ShardSearchFailure.EMPTY_ARRAY, + SearchResponse.Clusters.EMPTY + ); + } } diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/cluster/ADClusterEventListenerTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/cluster/ADClusterEventListenerTests.java index 8b222e87..ff8c54b9 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/cluster/ADClusterEventListenerTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/cluster/ADClusterEventListenerTests.java @@ -33,6 +33,7 @@ import com.amazon.opendistroforelasticsearch.ad.AbstractADTest; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; + import org.elasticsearch.cluster.ClusterChangedEvent; import org.elasticsearch.cluster.ClusterName; import org.elasticsearch.cluster.ClusterState; diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManagerTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManagerTests.java index 679ae0cb..81242a49 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManagerTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/ml/ModelManagerTests.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -135,6 +135,7 @@ public class ModelManagerTests { private String rcfModelId; private String thresholdModelId; private String checkpoint; + private int shingleSize; @Before public void setup() { @@ -156,6 +157,7 @@ public void setup() { minPreviewSize = 500; modelTtl = Duration.ofHours(1); checkpointInterval = Duration.ofHours(1); + shingleSize = 1; rcf = RandomCutForest.builder().dimensions(numFeatures).sampleSize(numSamples).numberOfTrees(numTrees).build(); @@ -185,7 +187,8 @@ public void setup() { thresholdingModelClass, minPreviewSize, modelTtl, - checkpointInterval + checkpointInterval, + shingleSize ) ); @@ -591,7 +594,7 @@ public void clear_deleteThresholdCheckpoint() { public void trainModel_putTrainedModels() { double[][] trainData = new Random().doubles().limit(100).mapToObj(d -> new double[] { d }).toArray(double[][]::new); doReturn(new SimpleEntry<>(1, 10)).when(modelManager).getPartitionedForestSizes(anyObject(), anyObject()); - + doReturn(asList("feature1")).when(anomalyDetector).getEnabledFeatureIds(); modelManager.trainModel(anomalyDetector, trainData); verify(checkpointDao).putModelCheckpoint(eq(modelManager.getRcfModelId(anomalyDetector.getDetectorId(), 0)), anyObject()); diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManagerTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManagerTests.java index 5804216d..1cce2aae 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManagerTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ADStateManagerTests.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -34,7 +34,6 @@ import java.util.concurrent.ConcurrentHashMap; import com.amazon.opendistroforelasticsearch.ad.TestHelpers; -import com.amazon.opendistroforelasticsearch.ad.common.exception.AnomalyDetectionException; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; import com.amazon.opendistroforelasticsearch.ad.model.AnomalyDetector; import com.amazon.opendistroforelasticsearch.ad.util.ClientUtil; @@ -60,16 +59,17 @@ import org.junit.After; import org.junit.Before; -import com.amazon.randomcutforest.RandomCutForest; - public class ADStateManagerTests extends ESTestCase { private ADStateManager stateManager; private ModelManager modelManager; private Client client; + private ClientUtil clientUtil; private Clock clock; private Duration duration; private Throttler throttler; private ThreadPool context; + private AnomalyDetector detectorToCheck; + private Settings settings; @Override protected NamedXContentRegistry xContentRegistry() { @@ -82,10 +82,10 @@ protected NamedXContentRegistry xContentRegistry() { public void setUp() throws Exception { super.setUp(); modelManager = mock(ModelManager.class); - when(modelManager.getPartitionedForestSizes(any(RandomCutForest.class), any(String.class))) - .thenReturn(new SimpleImmutableEntry<>(2, 20)); + when(modelManager.getPartitionedForestSizes(any(AnomalyDetector.class))).thenReturn(new SimpleImmutableEntry<>(2, 20)); client = mock(Client.class); - Settings settings = Settings + clientUtil = mock(ClientUtil.class); + settings = Settings .builder() .put("opendistro.anomaly_detection.max_retry_for_unresponsive_node", 3) .put("opendistro.anomaly_detection.ad_mute_minutes", TimeValue.timeValueMinutes(10)) @@ -95,15 +95,7 @@ public void setUp() throws Exception { context = TestHelpers.createThreadPool(); throttler = new Throttler(clock); - stateManager = new ADStateManager( - client, - xContentRegistry(), - modelManager, - settings, - new ClientUtil(settings, client, throttler, context), - clock, - duration - ); + stateManager = new ADStateManager(client, xContentRegistry(), modelManager, settings, clientUtil, clock, duration); } @@ -114,12 +106,14 @@ public void tearDown() throws Exception { stateManager = null; modelManager = null; client = null; + clientUtil = null; + detectorToCheck = null; } @SuppressWarnings("unchecked") private String setupDetector(boolean responseExists) throws IOException { - AnomalyDetector detector = TestHelpers.randomAnomalyDetector(TestHelpers.randomUiMetadata(), null); - XContentBuilder content = detector.toXContent(XContentFactory.jsonBuilder(), ToXContent.EMPTY_PARAMS); + detectorToCheck = TestHelpers.randomAnomalyDetector(TestHelpers.randomUiMetadata(), null); + XContentBuilder content = detectorToCheck.toXContent(XContentFactory.jsonBuilder(), ToXContent.EMPTY_PARAMS); doAnswer(invocation -> { Object[] args = invocation.getArguments(); @@ -130,8 +124,8 @@ private String setupDetector(boolean responseExists) throws IOException { if (args[0] instanceof GetRequest) { request = (GetRequest) args[0]; } - if (args[1] instanceof ActionListener) { - listener = (ActionListener) args[1]; + if (args[2] instanceof ActionListener) { + listener = (ActionListener) args[2]; } assertTrue(request != null && listener != null); @@ -141,7 +135,7 @@ private String setupDetector(boolean responseExists) throws IOException { new GetResult( AnomalyDetector.ANOMALY_DETECTORS_INDEX, MapperService.SINGLE_MAPPING_NAME, - detector.getDetectorId(), + detectorToCheck.getDetectorId(), UNASSIGNED_SEQ_NO, 0, -1, @@ -154,21 +148,17 @@ private String setupDetector(boolean responseExists) throws IOException { ); return null; - }).when(client).get(any(), any()); - return detector.getDetectorId(); + }).when(clientUtil).asyncRequest(any(GetRequest.class), any(), any(ActionListener.class)); + return detectorToCheck.getDetectorId(); } public void testGetPartitionNumber() throws IOException, InterruptedException { String detectorId = setupDetector(true); - int partitionNumber = stateManager.getPartitionNumber(detectorId); + int partitionNumber = stateManager + .getPartitionNumber(detectorId, TestHelpers.randomAnomalyDetector(TestHelpers.randomUiMetadata(), null)); assertEquals(2, partitionNumber); } - public void testGetResponseNotFound() throws IOException, InterruptedException { - String detectorId = setupDetector(false); - expectThrows(AnomalyDetectionException.class, () -> stateManager.getPartitionNumber(detectorId)); - } - public void testShouldMute() { String nodeId = "123"; assertTrue(!stateManager.isMuted(nodeId)); @@ -214,10 +204,29 @@ public void testMaintenancRemove() throws IOException { } public void testHasRunningQuery() throws IOException { + stateManager = new ADStateManager( + client, + xContentRegistry(), + modelManager, + settings, + new ClientUtil(settings, client, throttler, context), + clock, + duration + ); + AnomalyDetector detector = TestHelpers.randomAnomalyDetector(ImmutableMap.of(), null); SearchRequest dummySearchRequest = new SearchRequest(); assertFalse(stateManager.hasRunningQuery(detector)); throttler.insertFilteredQuery(detector.getDetectorId(), dummySearchRequest); assertTrue(stateManager.hasRunningQuery(detector)); } + + public void testGetAnomalyDetector() throws IOException { + String detectorId = setupDetector(true); + stateManager + .getAnomalyDetector( + detectorId, + ActionListener.wrap(asDetector -> { assertEquals(detectorToCheck, asDetector.get()); }, exception -> assertTrue(false)) + ); + } } diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTests.java index 9832863f..f0a929c8 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/AnomalyResultTests.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -24,7 +24,7 @@ import static org.hamcrest.Matchers.hasItem; import static org.hamcrest.Matchers.is; import static org.hamcrest.Matchers.nullValue; -import static org.mockito.Mockito.any; +import static org.mockito.ArgumentMatchers.any; import static org.mockito.Mockito.anyInt; import static org.mockito.Mockito.anyLong; import static org.mockito.Mockito.anyDouble; @@ -53,12 +53,12 @@ import java.util.function.Function; import com.amazon.opendistroforelasticsearch.ad.breaker.ADCircuitBreakerService; -import com.amazon.opendistroforelasticsearch.ad.indices.AnomalyDetectionIndices; import com.amazon.opendistroforelasticsearch.ad.AbstractADTest; import com.amazon.opendistroforelasticsearch.ad.cluster.HashRing; import com.amazon.opendistroforelasticsearch.ad.common.exception.AnomalyDetectionException; import com.amazon.opendistroforelasticsearch.ad.common.exception.ClientException; +import com.amazon.opendistroforelasticsearch.ad.common.exception.EndRunException; import com.amazon.opendistroforelasticsearch.ad.common.exception.InternalFailure; import com.amazon.opendistroforelasticsearch.ad.common.exception.JsonPathNotFoundException; import com.amazon.opendistroforelasticsearch.ad.common.exception.LimitExceededException; @@ -85,7 +85,6 @@ import org.elasticsearch.ElasticsearchTimeoutException; import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.ActionRequestValidationException; -import org.elasticsearch.action.admin.indices.create.CreateIndexResponse; import org.elasticsearch.action.index.IndexRequest; import org.elasticsearch.action.index.IndexResponse; import org.elasticsearch.action.support.ActionFilters; @@ -135,7 +134,6 @@ public class AnomalyResultTests extends AbstractADTest { private FeatureManager featureQuery; private ModelManager normalModelManager; private Client client; - private AnomalyDetectionIndices anomalyDetectionIndices; private AnomalyDetector detector; private HashRing hashRing; private IndexNameExpressionResolver indexNameResolver; @@ -171,7 +169,7 @@ public void setUp() throws Exception { clusterService = testNodes[0].clusterService; stateManager = mock(ADStateManager.class); // return 2 RCF partitions - when(stateManager.getPartitionNumber(any(String.class))).thenReturn(2); + when(stateManager.getPartitionNumber(any(String.class), any(AnomalyDetector.class))).thenReturn(2); when(stateManager.isMuted(any(String.class))).thenReturn(false); detector = mock(AnomalyDetector.class); @@ -184,19 +182,35 @@ public void setUp() throws Exception { userIndex.add("test*"); when(detector.getIndices()).thenReturn(userIndex); when(detector.getDetectorId()).thenReturn("testDetectorId"); - when(stateManager.getAnomalyDetector(any(String.class))).thenReturn(Optional.of(detector)); + doAnswer(invocation -> { + ActionListener> listener = invocation.getArgument(1); + listener.onResponse(Optional.of(detector)); + return null; + }).when(stateManager).getAnomalyDetector(any(String.class), any(ActionListener.class)); hashRing = mock(HashRing.class); when(hashRing.getOwningNode(any(String.class))).thenReturn(Optional.of(clusterService.state().nodes().getLocalNode())); when(hashRing.build()).thenReturn(true); featureQuery = mock(FeatureManager.class); - when(featureQuery.getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong())) - .thenReturn(new SinglePointFeatures(Optional.of(new double[] { 0.0d }), Optional.of(new double[] { 0 }))); + + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new SinglePointFeatures(Optional.of(new double[] { 0.0d }), Optional.of(new double[] { 0 }))); + return null; + }).when(featureQuery).getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); + normalModelManager = mock(ModelManager.class); - when(normalModelManager.getThresholdingResult(any(String.class), any(String.class), anyDouble())) - .thenReturn(new ThresholdingResult(0, 1.0d)); - when(normalModelManager.getRcfResult(any(String.class), any(String.class), any(double[].class))) - .thenReturn(new RcfResult(0.2, 0, 100)); + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new ThresholdingResult(0, 1.0d)); + return null; + }).when(normalModelManager).getThresholdingResult(any(String.class), any(String.class), anyDouble(), any(ActionListener.class)); + + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new RcfResult(0.2, 0, 100)); + return null; + }).when(normalModelManager).getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); when(normalModelManager.combineRcfResults(any())).thenReturn(new CombinedRcfResult(0, 1.0d)); adID = "123"; rcfModelID = "123-rcf-1"; @@ -253,37 +267,6 @@ public void setupTestNodes(Settings settings) { runner = new ColdStartRunner(); } - @SuppressWarnings("unchecked") - public void setUpSavingAnomalyResultIndex(boolean anomalyResultIndexExists) throws IOException { - anomalyDetectionIndices = mock(AnomalyDetectionIndices.class); - doAnswer(invocation -> { - Object[] args = invocation.getArguments(); - assertTrue(String.format("The size of args is %d. Its content is %s", args.length, Arrays.toString(args)), args.length >= 1); - - ActionListener listener = null; - - if (args[0] instanceof ActionListener) { - listener = (ActionListener) args[0]; - } - - assertTrue(listener != null); - - listener.onResponse(new CreateIndexResponse(true, true, AnomalyResult.ANOMALY_RESULT_INDEX) { - }); - - return null; - }).when(anomalyDetectionIndices).initAnomalyResultIndexDirectly(any()); - - when(anomalyDetectionIndices.doesAnomalyResultIndexExist()).thenReturn(anomalyResultIndexExists); - } - - public void setupInitResultIndexException(Class exceptionType) throws IOException { - anomalyDetectionIndices = mock(AnomalyDetectionIndices.class); - doThrow(exceptionType).when(anomalyDetectionIndices).initAnomalyResultIndexDirectly(any()); - - when(anomalyDetectionIndices.doesAnomalyResultIndexExist()).thenReturn(false); - } - @Override @After public final void tearDown() throws Exception { @@ -293,7 +276,6 @@ public final void tearDown() throws Exception { runner.shutDown(); runner = null; client = null; - anomalyDetectionIndices = null; super.tearDownLog4jForJUnit(); super.tearDown(); } @@ -309,7 +291,6 @@ private void assertException(PlainActionFuture listener, public void testNormal() throws IOException { - setUpSavingAnomalyResultIndex(false); // These constructors register handler in transport service new RCFResultTransportAction( new ActionFilters(Collections.emptySet()), @@ -322,17 +303,14 @@ public void testNormal() throws IOException { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -377,17 +355,14 @@ public Throwable noModelExceptionTemplate( AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, globalRunner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -441,10 +416,13 @@ public void testADExceptionWhenColdStart() { noModelExceptionTemplate(new AnomalyDetectionException(adID, ""), mockRunner, adID, error); } + @SuppressWarnings("unchecked") public void testInsufficientCapacityExceptionDuringColdStart() { ModelManager rcfManager = mock(ModelManager.class); - doThrow(ResourceNotFoundException.class).when(rcfManager).getRcfResult(any(String.class), any(String.class), any(double[].class)); + doThrow(ResourceNotFoundException.class) + .when(rcfManager) + .getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); when(rcfManager.getRcfModelId(any(String.class), anyInt())).thenReturn(rcfModelID); ColdStartRunner mockRunner = mock(ColdStartRunner.class); @@ -458,17 +436,14 @@ public void testInsufficientCapacityExceptionDuringColdStart() { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, mockRunner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -480,12 +455,13 @@ public void testInsufficientCapacityExceptionDuringColdStart() { assertException(listener, LimitExceededException.class); } + @SuppressWarnings("unchecked") public void testInsufficientCapacityExceptionDuringRestoringModel() { ModelManager rcfManager = mock(ModelManager.class); doThrow(new NotSerializableExceptionWrapper(new LimitExceededException(adID, CommonErrorMessages.MEMORY_LIMIT_EXCEEDED_ERR_MSG))) .when(rcfManager) - .getRcfResult(any(String.class), any(String.class), any(double[].class)); + .getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); // These constructors register handler in transport service new RCFResultTransportAction(new ActionFilters(Collections.emptySet()), transportService, rcfManager, adCircuitBreakerService); @@ -494,17 +470,14 @@ public void testInsufficientCapacityExceptionDuringRestoringModel() { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -535,17 +508,14 @@ public void testThresholdException() { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -569,17 +539,14 @@ public void testCircuitBreaker() { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, breakerService, adStats ); @@ -636,17 +603,14 @@ private void nodeNotConnectedExceptionTemplate(boolean isRCF, boolean temporary, AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), exceptionTransportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, hackedClusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -692,24 +656,26 @@ public void testTemporaryThresholdNodeNotConnectedException() { nodeNotConnectedExceptionTemplate(false, true, 1); } + @SuppressWarnings("unchecked") public void testMute() { ADStateManager muteStateManager = mock(ADStateManager.class); when(muteStateManager.isMuted(any(String.class))).thenReturn(true); - when(muteStateManager.getAnomalyDetector(any(String.class))).thenReturn(Optional.of(detector)); + doAnswer(invocation -> { + ActionListener> listener = invocation.getArgument(1); + listener.onResponse(Optional.of(detector)); + return null; + }).when(muteStateManager).getAnomalyDetector(any(String.class), any(ActionListener.class)); AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, muteStateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -722,7 +688,6 @@ public void testMute() { } public void alertingRequestTemplate(boolean anomalyResultIndexExists) throws IOException { - setUpSavingAnomalyResultIndex(anomalyResultIndexExists); // These constructors register handler in transport service new RCFResultTransportAction( new ActionFilters(Collections.emptySet()), @@ -735,17 +700,14 @@ public void alertingRequestTemplate(boolean anomalyResultIndexExists) throws IOE new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -890,22 +852,19 @@ public void testOnFailureNull() throws IOException { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, new ColdStartRunner(), - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); AnomalyResultTransportAction.RCFActionListener listener = action.new RCFActionListener( - null, null, null, null, null, null, null, null, null, 0, 0, 0, new AtomicInteger(), null + null, null, null, null, null, null, null, null, null, 0, new AtomicInteger(), null ); listener.onFailure(null); } @@ -915,17 +874,14 @@ public void testColdStartNoTrainingData() throws Exception { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -943,17 +899,14 @@ public void testColdStartTimeoutPutCheckpoint() throws Exception { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -968,32 +921,35 @@ enum FeatureTestMode { AD_EXCEPTION } + @SuppressWarnings("unchecked") public void featureTestTemplate(FeatureTestMode mode) { if (mode == FeatureTestMode.FEATURE_NOT_AVAILABLE) { - when(featureQuery.getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong())) - .thenReturn(new SinglePointFeatures(Optional.empty(), Optional.empty())); + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new SinglePointFeatures(Optional.empty(), Optional.empty())); + return null; + }).when(featureQuery).getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); } else if (mode == FeatureTestMode.ILLEGAL_STATE) { - doThrow(IllegalArgumentException.class).when(featureQuery).getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong()); + doThrow(IllegalArgumentException.class) + .when(featureQuery) + .getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); } else if (mode == FeatureTestMode.AD_EXCEPTION) { doThrow(AnomalyDetectionException.class) .when(featureQuery) - .getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong()); + .getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); } AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -1069,17 +1025,14 @@ private void globalBlockTemplate(BlockType type, String errLogMsg, Settings inde AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, hackedClusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); @@ -1116,24 +1069,55 @@ public void testNullRCFResult() { AnomalyResultTransportAction action = new AnomalyResultTransportAction( new ActionFilters(Collections.emptySet()), transportService, - client, settings, stateManager, runner, - anomalyDetectionIndices, featureQuery, normalModelManager, hashRing, clusterService, indexNameResolver, - threadPool, adCircuitBreakerService, adStats ); AnomalyResultTransportAction.RCFActionListener listener = action.new RCFActionListener( - null, "123-rcf-0", null, "123", null, null, null, null, null, 0, 0, 0, new AtomicInteger(), null + null, "123-rcf-0", null, "123", null, null, null, null, null, 0, new AtomicInteger(), null ); listener.onResponse(null); assertTrue(testAppender.containsMessage(AnomalyResultTransportAction.NULL_RESPONSE)); } + + @SuppressWarnings("unchecked") + public void testAllFeaturesDisabled() { + // doThrow(IllegalArgumentException.class).when(featureQuery) + // .getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); + doAnswer(invocation -> { + Object[] args = invocation.getArguments(); + ActionListener listener = (ActionListener) args[3]; + listener.onFailure(new IllegalArgumentException()); + return null; + }).when(featureQuery).getCurrentFeatures(any(AnomalyDetector.class), anyLong(), anyLong(), any(ActionListener.class)); + when(detector.getEnabledFeatureIds()).thenReturn(Collections.emptyList()); + + AnomalyResultTransportAction action = new AnomalyResultTransportAction( + new ActionFilters(Collections.emptySet()), + transportService, + settings, + stateManager, + runner, + featureQuery, + normalModelManager, + hashRing, + clusterService, + indexNameResolver, + adCircuitBreakerService, + adStats + ); + + AnomalyResultRequest request = new AnomalyResultRequest(adID, 100, 200); + PlainActionFuture listener = new PlainActionFuture<>(); + action.doExecute(null, request, listener); + + assertException(listener, EndRunException.class, AnomalyResultTransportAction.ALL_FEATURES_DISABLED_ERR_MSG); + } } diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/CronTransportActionTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/CronTransportActionTests.java index bc6c6141..a1e556dc 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/CronTransportActionTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/CronTransportActionTests.java @@ -27,6 +27,7 @@ import com.amazon.opendistroforelasticsearch.ad.common.exception.JsonPathNotFoundException; import com.amazon.opendistroforelasticsearch.ad.feature.FeatureManager; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; + import org.elasticsearch.Version; import org.elasticsearch.action.support.ActionFilters; import org.elasticsearch.cluster.ClusterName; diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/DeleteModelTransportActionTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/DeleteModelTransportActionTests.java index 09f2ddee..7d60ffce 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/DeleteModelTransportActionTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/DeleteModelTransportActionTests.java @@ -30,6 +30,7 @@ import com.amazon.opendistroforelasticsearch.ad.constant.CommonErrorMessages; import com.amazon.opendistroforelasticsearch.ad.feature.FeatureManager; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; + import org.elasticsearch.Version; import org.elasticsearch.action.ActionRequestValidationException; import org.elasticsearch.action.support.ActionFilters; diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTests.java index 95766caa..9084ee6a 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/RCFResultTests.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -19,6 +19,7 @@ import static org.hamcrest.Matchers.equalTo; import static org.hamcrest.Matchers.hasItem; import static org.mockito.ArgumentMatchers.any; +import static org.mockito.Mockito.doAnswer; import static org.mockito.Mockito.doThrow; import static org.mockito.Mockito.mock; import static org.mockito.Mockito.when; @@ -33,6 +34,8 @@ import com.amazon.opendistroforelasticsearch.ad.constant.CommonMessageAttributes; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; import com.amazon.opendistroforelasticsearch.ad.ml.RcfResult; + +import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.ActionRequestValidationException; import org.elasticsearch.action.support.ActionFilters; import org.elasticsearch.action.support.PlainActionFuture; @@ -56,6 +59,7 @@ public class RCFResultTests extends ESTestCase { Gson gson = new GsonBuilder().create(); + @SuppressWarnings("unchecked") public void testNormal() { TransportService transportService = new TransportService( Settings.EMPTY, @@ -75,7 +79,12 @@ public void testNormal() { manager, adCircuitBreakerService ); - when(manager.getRcfResult(any(String.class), any(String.class), any(double[].class))).thenReturn(new RcfResult(0, 0, 25)); + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new RcfResult(0, 0, 25)); + return null; + }).when(manager).getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); + when(adCircuitBreakerService.isOpen()).thenReturn(false); final PlainActionFuture future = new PlainActionFuture<>(); @@ -87,6 +96,7 @@ public void testNormal() { assertEquals(25, response.getForestSize(), 0.001); } + @SuppressWarnings("unchecked") public void testExecutionException() { TransportService transportService = new TransportService( Settings.EMPTY, @@ -106,7 +116,9 @@ public void testExecutionException() { manager, adCircuitBreakerService ); - doThrow(NullPointerException.class).when(manager).getRcfResult(any(String.class), any(String.class), any(double[].class)); + doThrow(NullPointerException.class) + .when(manager) + .getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); when(adCircuitBreakerService.isOpen()).thenReturn(false); final PlainActionFuture future = new PlainActionFuture<>(); @@ -172,6 +184,7 @@ public void testJsonRequest() throws IOException, JsonPathNotFoundException { ); } + @SuppressWarnings("unchecked") public void testCircuitBreaker() { TransportService transportService = new TransportService( Settings.EMPTY, @@ -191,7 +204,11 @@ public void testCircuitBreaker() { manager, breakerService ); - when(manager.getRcfResult(any(String.class), any(String.class), any(double[].class))).thenReturn(new RcfResult(0, 0, 25)); + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new RcfResult(0, 0, 25)); + return null; + }).when(manager).getRcfResult(any(String.class), any(String.class), any(double[].class), any(ActionListener.class)); when(breakerService.isOpen()).thenReturn(true); final PlainActionFuture future = new PlainActionFuture<>(); diff --git a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ThresholdResultTests.java b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ThresholdResultTests.java index 4c2ca200..4a992126 100644 --- a/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ThresholdResultTests.java +++ b/src/test/java/com/amazon/opendistroforelasticsearch/ad/transport/ThresholdResultTests.java @@ -1,5 +1,5 @@ /* - * Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. + * Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. @@ -19,9 +19,9 @@ import static org.hamcrest.Matchers.equalTo; import static org.mockito.ArgumentMatchers.any; import static org.mockito.ArgumentMatchers.anyDouble; +import static org.mockito.Mockito.doAnswer; import static org.mockito.Mockito.doThrow; import static org.mockito.Mockito.mock; -import static org.mockito.Mockito.when; import java.io.IOException; import java.util.Collections; @@ -31,6 +31,8 @@ import com.amazon.opendistroforelasticsearch.ad.constant.CommonMessageAttributes; import com.amazon.opendistroforelasticsearch.ad.ml.ModelManager; import com.amazon.opendistroforelasticsearch.ad.ml.ThresholdingResult; + +import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.ActionRequestValidationException; import org.elasticsearch.action.support.ActionFilters; import org.elasticsearch.action.support.PlainActionFuture; @@ -50,6 +52,7 @@ public class ThresholdResultTests extends ESTestCase { + @SuppressWarnings("unchecked") public void testNormal() { TransportService transportService = new TransportService( Settings.EMPTY, @@ -63,7 +66,11 @@ public void testNormal() { ModelManager manager = mock(ModelManager.class); ThresholdResultTransportAction action = new ThresholdResultTransportAction(mock(ActionFilters.class), transportService, manager); - when(manager.getThresholdingResult(any(String.class), any(String.class), anyDouble())).thenReturn(new ThresholdingResult(0, 1.0d)); + doAnswer(invocation -> { + ActionListener listener = invocation.getArgument(3); + listener.onResponse(new ThresholdingResult(0, 1.0d)); + return null; + }).when(manager).getThresholdingResult(any(String.class), any(String.class), anyDouble(), any(ActionListener.class)); final PlainActionFuture future = new PlainActionFuture<>(); ThresholdResultRequest request = new ThresholdResultRequest("123", "123-threshold", 2); @@ -74,6 +81,7 @@ public void testNormal() { assertEquals(1, response.getConfidence(), 0.001); } + @SuppressWarnings("unchecked") public void testExecutionException() { TransportService transportService = new TransportService( Settings.EMPTY, @@ -87,7 +95,9 @@ public void testExecutionException() { ModelManager manager = mock(ModelManager.class); ThresholdResultTransportAction action = new ThresholdResultTransportAction(mock(ActionFilters.class), transportService, manager); - doThrow(NullPointerException.class).when(manager).getThresholdingResult(any(String.class), any(String.class), anyDouble()); + doThrow(NullPointerException.class) + .when(manager) + .getThresholdingResult(any(String.class), any(String.class), anyDouble(), any(ActionListener.class)); final PlainActionFuture future = new PlainActionFuture<>(); ThresholdResultRequest request = new ThresholdResultRequest("123", "123-threshold", 2);