NIFI-3709: Export NiFi flow dataset lineage to Apache Atlas
Project: http://git-wip-us.apache.org/repos/asf/nifi/repo Commit: http://git-wip-us.apache.org/repos/asf/nifi/commit/fc73c609 Tree: http://git-wip-us.apache.org/repos/asf/nifi/tree/fc73c609 Diff: http://git-wip-us.apache.org/repos/asf/nifi/diff/fc73c609 Branch: refs/heads/master Commit: fc73c609240de81d7379bda7c281f064ebe02714 Parents: 44a3ac9 Author: Koji Kawamura <[email protected]> Authored: Mon Oct 30 12:41:27 2017 +0900 Committer: Mark Payne <[email protected]> Committed: Mon Dec 18 12:23:58 2017 -0500 ---------------------------------------------------------------------- nifi-assembly/pom.xml | 6 + .../nifi-atlas-bundle/nifi-atlas-nar/pom.xml | 44 + .../src/main/resources/META-INF/LICENSE | 364 +++ .../src/main/resources/META-INF/NOTICE | 516 ++++ .../nifi-atlas-reporting-task/pom.xml | 127 + .../org/apache/nifi/atlas/AtlasProcess.java | 30 + .../java/org/apache/nifi/atlas/AtlasUtils.java | 77 + .../org/apache/nifi/atlas/NiFiAtlasClient.java | 542 ++++ .../org/apache/nifi/atlas/NiFiAtlasHook.java | 294 +++ .../java/org/apache/nifi/atlas/NiFiFlow.java | 540 ++++ .../org/apache/nifi/atlas/NiFiFlowAnalyzer.java | 223 ++ .../org/apache/nifi/atlas/NiFiFlowPath.java | 177 ++ .../java/org/apache/nifi/atlas/NiFiTypes.java | 156 ++ .../AbstractNiFiProvenanceEventAnalyzer.java | 83 + .../nifi/atlas/provenance/AnalysisContext.java | 34 + .../nifi/atlas/provenance/DataSetRefs.java | 69 + .../provenance/NiFiProvenanceEventAnalyzer.java | 55 + .../NiFiProvenanceEventAnalyzerFactory.java | 121 + .../provenance/StandardAnalysisContext.java | 136 + .../analyzer/AbstractHiveAnalyzer.java | 51 + .../analyzer/DatabaseAnalyzerUtil.java | 66 + .../atlas/provenance/analyzer/FilePath.java | 75 + .../atlas/provenance/analyzer/HBaseTable.java | 75 + .../atlas/provenance/analyzer/HDFSPath.java | 60 + .../atlas/provenance/analyzer/Hive2JDBC.java | 102 + .../atlas/provenance/analyzer/KafkaTopic.java | 88 + .../provenance/analyzer/NiFiRemotePort.java | 82 + .../provenance/analyzer/NiFiRootGroupPort.java | 81 + .../nifi/atlas/provenance/analyzer/NiFiS2S.java | 83 + .../provenance/analyzer/PutHiveStreaming.java | 60 + .../provenance/analyzer/unknown/Create.java | 51 + .../provenance/analyzer/unknown/Fetch.java | 31 + .../provenance/analyzer/unknown/Receive.java | 31 + .../analyzer/unknown/RemoteInvocation.java | 31 + .../atlas/provenance/analyzer/unknown/Send.java | 31 + .../analyzer/unknown/UnknownDataSet.java | 41 + .../analyzer/unknown/UnknownInput.java | 36 + .../analyzer/unknown/UnknownOutput.java | 36 + .../lineage/AbstractLineageStrategy.java | 178 ++ .../lineage/CompleteFlowPathLineage.java | 255 ++ .../provenance/lineage/LineageContext.java | 23 + .../atlas/provenance/lineage/LineagePath.java | 85 + .../provenance/lineage/LineageStrategy.java | 34 + .../lineage/SimpleFlowPathLineage.java | 205 ++ .../atlas/reporting/ReportLineageToAtlas.java | 714 ++++++ .../nifi/atlas/resolver/ClusterResolver.java | 60 + .../nifi/atlas/resolver/ClusterResolvers.java | 87 + .../atlas/resolver/RegexClusterResolver.java | 139 + .../apache/nifi/atlas/security/AtlasAuthN.java | 50 + .../org/apache/nifi/atlas/security/Basic.java | 64 + .../apache/nifi/atlas/security/Kerberos.java | 82 + ...atlas.provenance.NiFiProvenanceEventAnalyzer | 33 + ...g.apache.nifi.atlas.resolver.ClusterResolver | 15 + .../org.apache.nifi.reporting.ReportingTask | 15 + .../additionalDetails.html | 538 ++++ .../nifi_atlas.svg | 17 + .../nifi_types.svg | 17 + .../sample-flow-path-complete.png | Bin 0 -> 112972 bytes .../sample-flow-path-simple.png | Bin 0 -> 97148 bytes .../sample-flow-path.png | Bin 0 -> 359248 bytes .../apache/nifi/atlas/ITNiFiAtlasClient.java | 74 + .../apache/nifi/atlas/TestNiFiFlowAnalyzer.java | 275 ++ .../emulator/AtlasAPIV2ServerEmulator.java | 609 +++++ .../AtlasNotificationServerEmulator.java | 68 + .../nifi/atlas/emulator/EmbeddedKafka.java | 232 ++ .../org/apache/nifi/atlas/emulator/Lineage.java | 121 + .../org/apache/nifi/atlas/emulator/Link.java | 55 + .../org/apache/nifi/atlas/emulator/Node.java | 47 + .../org/apache/nifi/atlas/emulator/README.md | 52 + .../apache/nifi/atlas/emulator/architecture.svg | 17 + .../nifi/atlas/emulator/graph-example.png | Bin 0 -> 156154 bytes .../provenance/analyzer/TestHBaseTable.java | 96 + .../atlas/provenance/analyzer/TestHDFSPath.java | 66 + .../provenance/analyzer/TestHive2JDBC.java | 163 ++ .../provenance/analyzer/TestKafkaTopic.java | 149 ++ .../provenance/analyzer/TestNiFiRemotePort.java | 127 + .../analyzer/TestPutHiveStreaming.java | 67 + .../provenance/analyzer/TestUnknownDataSet.java | 102 + .../atlas/reporting/ITReportLineageToAtlas.java | 1233 +++++++++ .../atlas/reporting/SimpleProvenanceRecord.java | 209 ++ .../reporting/TestReportLineageToAtlas.java | 89 + .../resolver/TestRegexClusterResolver.java | 158 ++ .../test/resources/atlas-application.properties | 18 + .../resources/flow-templates/MergedEvents.xml | 1037 ++++++++ .../resources/flow-templates/MultiInAndOuts.xml | 781 ++++++ .../flow-templates/MultipleProcessGroups.xml | 678 +++++ .../flow-templates/RecordAndDataSetLevel.xml | 2404 ++++++++++++++++++ .../flow-templates/RemoteInvocation.xml | 253 ++ .../test/resources/flow-templates/S2SDirect.xml | 133 + .../test/resources/flow-templates/S2SGet.xml | 443 ++++ .../resources/flow-templates/S2SReceive.xml | 121 + .../test/resources/flow-templates/S2SSend.xml | 822 ++++++ .../resources/flow-templates/S2STransfer.xml | 153 ++ .../flow-templates/SimpleEventLevel.xml | 541 ++++ .../flow-templates/SimplestFlowPath.xml | 265 ++ .../resources/flow-templates/SingleFlowPath.xml | 943 +++++++ .../src/test/resources/log4j.properties | 22 + .../src/test/resources/public/graph.html | 115 + .../src/test/resources/server.properties | 121 + .../src/test/resources/zookeeper.properties | 20 + nifi-nar-bundles/nifi-atlas-bundle/pom.xml | 142 ++ nifi-nar-bundles/pom.xml | 1 + pom.xml | 7 + 103 files changed, 20345 insertions(+) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-assembly/pom.xml ---------------------------------------------------------------------- diff --git a/nifi-assembly/pom.xml b/nifi-assembly/pom.xml index 8ad3930..17b79cf 100755 --- a/nifi-assembly/pom.xml +++ b/nifi-assembly/pom.xml @@ -553,6 +553,12 @@ language governing permissions and limitations under the License. --> <version>1.5.0-SNAPSHOT</version> <type>nar</type> </dependency> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-atlas-nar</artifactId> + <version>1.5.0-SNAPSHOT</version> + <type>nar</type> + </dependency> </dependencies> <profiles> <profile> http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/pom.xml ---------------------------------------------------------------------- diff --git a/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/pom.xml b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/pom.xml new file mode 100644 index 0000000..23ae02f --- /dev/null +++ b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/pom.xml @@ -0,0 +1,44 @@ +<?xml version="1.0" encoding="UTF-8"?> +<!-- + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + http://www.apache.org/licenses/LICENSE-2.0 + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +--> +<project xmlns="http://maven.apache.org/POM/4.0.0"; xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"; xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd";> + <modelVersion>4.0.0</modelVersion> + + <parent> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-atlas-bundle</artifactId> + <version>1.5.0-SNAPSHOT</version> + </parent> + + <artifactId>nifi-atlas-nar</artifactId> + <packaging>nar</packaging> + <properties> + <maven.javadoc.skip>true</maven.javadoc.skip> + <source.skip>true</source.skip> + </properties> + + <dependencies> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-atlas-reporting-task</artifactId> + </dependency> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-standard-services-api-nar</artifactId> + <type>nar</type> + </dependency> + </dependencies> + +</project> http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/src/main/resources/META-INF/LICENSE ---------------------------------------------------------------------- diff --git a/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/src/main/resources/META-INF/LICENSE b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/src/main/resources/META-INF/LICENSE new file mode 100644 index 0000000..36cb3e9 --- /dev/null +++ b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-nar/src/main/resources/META-INF/LICENSE @@ -0,0 +1,364 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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This inclusion is allowed by + "GCC RUntime Library Exception" + http://gcc.gnu.org/onlinedocs/libstdc++/manual/license.html + + (ASLv2) Yammer Metrics + The following NOTICE information applies: + Metrics + Copyright 2010-2012 Coda Hale and Yammer, Inc. + + This product includes software developed by Coda Hale and Yammer, Inc. + + This product includes code derived from the JSR-166 project (ThreadLocalRandom), which was released + with the following comments: + + Written by Doug Lea with assistance from members of JCP JSR-166 + Expert Group and released to the public domain, as explained at + http://creativecommons.org/publicdomain/zero/1.0/ + + (ASLv2) ZkClient + The following NOTICE information applies: + ZkClient + Copyright 2009 Stefan Groschupf + + (ASLv2) Apache ZooKeeper + The following NOTICE information applies: + Apache ZooKeeper + Copyright 2009-2012 The Apache Software Foundation + +************************ +Common Development and Distribution License 1.0 +************************ + +The following binary components are provided under the Common Development and Distribution License 1.0. See project link for details. + + (CDDL 1.0) JavaBeans Activation Framework (JAF) (javax.activation:activation:jar:1.1 - http://java.sun.com/products/javabeans/jaf/index.jsp) + (CDDL 1.1) (GPL2 w/ CPE) javax.inject:1 as OSGi bundle (org.glassfish.hk2.external:javax.inject:jar:2.4.0-b25 - https://hk2.java.net/external/javax.inject) + (CDDL 1.1) (GPL2 w/ CPE) Java Architecture For XML Binding (javax.xml.bind:jaxb-api:jar:2.2.2 - https://jaxb.dev.java.net/) + (CDDL 1.1) (GPL2 w/ CPE) Old JAXB Runtime (com.sun.xml.bind:jaxb-impl:jar:2.2.3-1 - http://jaxb.java.net/) + (CDDL 1.1) (GPL2 w/ CPE) jersey-client (com.sun.jersey:jersey-client:jar:1.19 - https://jersey.java.net/jersey-client/) + (CDDL 1.1) (GPL2 w/ CPE) jersey-core (com.sun.jersey:jersey-core:jar:1.19 - https://jersey.java.net/jersey-core/) + (CDDL 1.1) (GPL2 w/ CPE) jersey-json (com.sun.jersey:jersey-json:jar:1.19 - https://jersey.java.net/jersey-json/) + (CDDL 1.1) (GPL2 w/ CPE) jersey-server (com.sun.jersey:jersey-server:jar:1.9 - https://jersey.java.net/) + (CDDL 1.0) JavaServer Pages(TM) API (javax.servlet.jsp:jsp-api:jar:2.1 - http://jsp.java.net) + (CDDL 1.0) (GPL3) Streaming API For XML (javax.xml.stream:stax-api:jar:1.0-2 - no url provided) + + +***************** +Public Domain +***************** + +The following binary components are provided to the 'Public Domain'. See project link for details. + + (Public Domain) XZ for Java (org.tukaani:xz:jar:1.5 - http://tukaani.org/xz/java.html + + http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/pom.xml ---------------------------------------------------------------------- diff --git a/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/pom.xml b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/pom.xml new file mode 100644 index 0000000..0c6edd6 --- /dev/null +++ b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/pom.xml @@ -0,0 +1,127 @@ +<?xml version="1.0" encoding="UTF-8"?> +<!-- + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + http://www.apache.org/licenses/LICENSE-2.0 + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +--> +<project xmlns="http://maven.apache.org/POM/4.0.0"; xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"; xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd";> + <modelVersion>4.0.0</modelVersion> + + <parent> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-atlas-bundle</artifactId> + <version>1.5.0-SNAPSHOT</version> + </parent> + + <artifactId>nifi-atlas-reporting-task</artifactId> + <packaging>jar</packaging> + + <dependencies> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-api</artifactId> + </dependency> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-processor-utils</artifactId> + </dependency> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-reporting-utils</artifactId> + </dependency> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-ssl-context-service-api</artifactId> + </dependency> + <dependency> + <groupId>org.apache.atlas</groupId> + <artifactId>atlas-client</artifactId> + <!-- Exclude dependencies to reduce NAR file size --> + <exclusions> + <!-- NOTE: Scala is required by atlas notification --> + <!-- + fastutil-6.5.16.jar is 16MB. + 'fastutil' is only used by + org.apache.atlas.repository.memory.AttributeStores + which is deprecated as being part of V1 API. + --> + <exclusion> + <groupId>it.unimi.dsi</groupId> + <artifactId>fastutil</artifactId> + </exclusion> + </exclusions> + </dependency> + <dependency> + <groupId>org.apache.atlas</groupId> + <artifactId>atlas-notification</artifactId> + </dependency> + <!-- + NOTE: Could not use nifi-hadoop-libraries-nar because hadoop-client uses httpclient-4.2.5, + but atlas-client uses httpclient-4.5.3. + <dependency> + <groupId>org.apache.hadoop</groupId> + <artifactId>hadoop-common</artifactId> + <scope>provided</scope> + </dependency> + --> + <dependency> + <groupId>org.codehaus.jettison</groupId> + <artifactId>jettison</artifactId> + <version>1.1</version> + <exclusions> + <exclusion> + <!-- jersey-json has dependency to newer javax.xml.stream:stax-api:jar --> + <groupId>stax</groupId> + <artifactId>stax-api</artifactId> + </exclusion> + </exclusions> + </dependency> + <dependency> + <groupId>org.codehaus.jackson</groupId> + <artifactId>jackson-jaxrs</artifactId> + <version>1.9.13</version> + </dependency> + <dependency> + <groupId>org.codehaus.jackson</groupId> + <artifactId>jackson-xc</artifactId> + <version>1.9.13</version> + </dependency> + + <!-- test --> + <dependency> + <groupId>org.apache.nifi</groupId> + <artifactId>nifi-mock</artifactId> + <scope>test</scope> + </dependency> + <dependency> + <groupId>org.slf4j</groupId> + <artifactId>slf4j-simple</artifactId> + <scope>test</scope> + </dependency> + <dependency> + <groupId>junit</groupId> + <artifactId>junit</artifactId> + <version>4.11</version> + <scope>test</scope> + </dependency> + <dependency> + <groupId>org.eclipse.jetty</groupId> + <artifactId>jetty-server</artifactId> + <scope>test</scope> + </dependency> + <dependency> + <groupId>org.eclipse.jetty</groupId> + <artifactId>jetty-servlet</artifactId> + <scope>test</scope> + </dependency> + </dependencies> +</project> http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasProcess.java ---------------------------------------------------------------------- diff --git a/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasProcess.java b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasProcess.java new file mode 100644 index 0000000..b73c274 --- /dev/null +++ b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasProcess.java @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.nifi.atlas; + +import org.apache.atlas.model.instance.AtlasObjectId; + +import java.util.Set; + +/** + * This interface represents 'Process' type in Atlas type system + * which has inputs and outputs attribute referring 'DataSet' entities. + */ +public interface AtlasProcess { + Set<AtlasObjectId> getInputs(); + Set<AtlasObjectId> getOutputs(); +} http://git-wip-us.apache.org/repos/asf/nifi/blob/fc73c609/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasUtils.java ---------------------------------------------------------------------- diff --git a/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasUtils.java b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasUtils.java new file mode 100644 index 0000000..226bfa1 --- /dev/null +++ b/nifi-nar-bundles/nifi-atlas-bundle/nifi-atlas-reporting-task/src/main/java/org/apache/nifi/atlas/AtlasUtils.java @@ -0,0 +1,77 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.nifi.atlas; + +import org.apache.atlas.model.instance.AtlasObjectId; + +import java.util.List; +import java.util.Optional; +import java.util.Set; +import java.util.concurrent.atomic.AtomicBoolean; + +import static org.apache.nifi.atlas.NiFiTypes.ATTR_QUALIFIED_NAME; + +public class AtlasUtils { + + public static String toStr(Object obj) { + return obj != null ? obj.toString() : null; + } + + + public static boolean isGuidAssigned(String guid) { + return guid != null && !guid.startsWith("-"); + } + + public static String toQualifiedName(String clusterName, String componentId) { + return componentId + "@" + clusterName; + } + + public static String getComponentIdFromQualifiedName(String qualifiedName) { + return qualifiedName.split("@")[0]; + } + + public static String getClusterNameFromQualifiedName(String qualifiedName) { + return qualifiedName.split("@")[1]; + } + + public static String toTypedQualifiedName(String typeName, String qualifiedName) { + return typeName + "::" + qualifiedName; + } + + public static boolean isUpdated(Object current, Object arg) { + if (current == null) { + // Null to something. + return arg != null; + } + + // Something to something. + return !current.equals(arg); + } + + public static void updateMetadata(AtomicBoolean updatedTracker, List<String> updateAudit, + String subject, Object currentValue, Object newValue) { + if (isUpdated(currentValue, newValue)) { + updatedTracker.set(true); + updateAudit.add(String.format("%s changed from %s to %s", subject, currentValue, newValue)); + } + } + + public static Optional<AtlasObjectId> findIdByQualifiedName(Set<AtlasObjectId> ids, String qualifiedName) { + return ids.stream().filter(id -> qualifiedName.equals(id.getUniqueAttributes().get(ATTR_QUALIFIED_NAME))).findFirst(); + } + +}
