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Posted to notifications@shardingsphere.apache.org by az...@apache.org on 2023/03/31 02:20:50 UTC

[shardingsphere] branch master updated: Refactor PipelineContext to support JDBC mode in pipeline jobs (#24883)

This is an automated email from the ASF dual-hosted git repository.

azexin pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/shardingsphere.git


The following commit(s) were added to refs/heads/master by this push:
     new bd0a45b9b47 Refactor PipelineContext to support JDBC mode in pipeline jobs (#24883)
bd0a45b9b47 is described below

commit bd0a45b9b47e7d6471bf2a166d0dbccee96d6cc0
Author: Hongsheng Zhong <zh...@apache.org>
AuthorDate: Fri Mar 31 10:20:42 2023 +0800

    Refactor PipelineContext to support JDBC mode in pipeline jobs (#24883)
    
    * Move EVENT_LISTENER_EXECUTOR from PipelineContext to PipelineMetaDataNodeWatcher
    
    * Refactor ContextManagerLifecycleListener, add instanceType and databaseName in onInitialized
    
    * Add PipelineContextManager
    
    * Add ContextManagerLifecycleListener.onDestroyed
    
    * Add context manager lifecycle callback in ShardingSphereDataSource
    
    * Remove PipelineContext.initModeConfig and initContextManager
    
    * Update ContextManagerLifecycleListener.onInitialized
    
    * Rename YamlPipelineJobConfiguration.getTargetDatabaseName to getDatabaseName
    
    * Add getInstanceType() and getDatabaseName() in PipelineJobConfiguration
    
    * Remove checkModeConfig()
    
    * Refactor PipelineAPIFactory.ElasticJobAPIHolder and PipelineAPIFactory methods
    
    * Refactor PipelineJobAPI.list and update related invocation
    
    * Refactor PipelineJobId.getJobTypeCode
    
    * Add getInstanceType() and getDatabaseName() in PipelineJobId
    
    * Refactor BasePipelineJobId and PipelineJobIdUtils
    
    * Add getContextKey() in PipelineJobId
    
    * Refactor ConsistencyCheckJobId and invocations
    
    * Refactor MigrationJobAPI and invocations
    
    * Refactor CDCJobAPI and invocations
    
    * Revert a81b34e679d (Add getInstanceType() and getDatabaseName() in PipelineJobConfiguration)
    
    * Temp work around for compile error
    
    * Simplify parseJobId to parseContextKey in PipelineJobIdUtils
    
    * Refactor PipelineAPIFactory.getJobOperateAPI and invocations
    
    * Add InstanceTypeUtilTest; Update PipelineJobIdUtilsTest
    
    * Simplify PipelineJobAPI.list parameter
    
    * Refactor PipelineAPIFactory.getJobConfigurationAPI and invocations
    
    * Refactor CoordinatorRegistryCenterInitializer
    
    * Refactor RegistryCenterHolder.getInstance, PipelineAPIFactory.getRegistryCenter and invocations
    
    * Ignore database name persistence to job id in proxy mode
    
    * Refactor PipelineContextKey hashCode equals and simplify PipelineContextManager
    
    * Refactor PipelineContextKey construction
    
    * Update PipelineContext.getContextManager invocations in CDC
    
    * Update PipelineContext.getContextManager invocations in migration
    
    * Update PipelineContext.getContextManager invocations in PipelineJobPreparer
    
    * Refactor PipelineDistributedBarrier and invocations
    
    * Refactor PipelineMetaDataChangedEventHandler.handle, add jobId param
    
    * Refactor PipelineAPIFactory.getGovernanceRepositoryAPI and invocations
    
    * Refactor PipelineMetaDataNodeWatcher
    
    * Refactor InventoryIncrementalJobAPI alterProcessConfiguration and showProcessConfiguration
    
    * Refactor PipelineMetaDataPersistService.persist
    
    * Replace PipelineContextKey.buildForProxy() to PipelineContextUtil.getContextKey in unit tests
    
    * Refactor PipelineMetaDataPersistService.load
    
    * Remove PipelineContext.getContextManager() static method
    
    * Refactor PipelineJobIdUtils: not encode databaseName in job id for proxy mode
    
    * Update code for style
    
    * Update unit test
    
    * Update renamed classes references
    
    * Add H2 IT
    
    * Ignore incremental stage for H2 in IT
    
    * Remove PipelineJobWorker
    
    * Clean exception stack trace in IT
    
    * Self review
    
    * Update code style
    
    * Refactor PipelineJobAPI.extendYamlJobConfiguration
    
    * Refactor PipelineJobId impls constructor
    
    * Update code style
    
    * Update code style
    
    * Avoid possible NPE in AbstractPipelineJob.innerStop
---
 .../core/datasource/ShardingSphereDataSource.java  |  29 ++++++
 .../data/pipeline/cdc/api/impl/CDCJobAPI.java      |  37 ++++---
 .../data/pipeline/cdc/core/job/CDCJobId.java       |  10 +-
 .../cdc/yaml/job/YamlCDCJobConfiguration.java      |   5 -
 .../data/pipeline/cdc/core/job/CDCJobIdTest.java   |   5 +-
 .../job/yaml/YamlPipelineJobConfiguration.java     |   2 +-
 .../data/pipeline/api/job/PipelineJobId.java       |  14 ++-
 .../core/api/InventoryIncrementalJobAPI.java       |   7 +-
 .../data/pipeline/core/api/PipelineAPIFactory.java | 116 +++++++++++++--------
 .../data/pipeline/core/api/PipelineJobAPI.java     |   7 +-
 .../core/api/PipelineMetaDataPersistService.java   |   7 +-
 .../AbstractInventoryIncrementalJobAPIImpl.java    |  23 ++--
 .../core/api/impl/AbstractPipelineJobAPIImpl.java  |  43 +++-----
 .../api/impl/PipelineDataSourcePersistService.java |   9 +-
 ...PipelineProcessConfigurationPersistService.java |   9 +-
 .../pipeline/core/context/PipelineContext.java     |  59 ++---------
 .../pipeline/core/context/PipelineContextKey.java  |  88 ++++++++++++++++
 .../core/context/PipelineContextManager.java       |  67 ++++++++++++
 .../pipeline/core/execute/PipelineJobWorker.java   |  50 ---------
 .../pipeline/core/job/AbstractPipelineJob.java     |  16 +--
 .../pipeline/core/job/AbstractPipelineJobId.java   |  15 +--
 .../data/pipeline/core/job/PipelineJobIdUtils.java |  41 +++++++-
 .../pipeline/core/job/util/InstanceTypeUtil.java   |  65 ++++++++++++
 .../PipelineContextManagerLifecycleListener.java   |  23 +++-
 ...gSphereDataContextManagerLifecycleListener.java |  10 +-
 .../metadata/node/PipelineMetaDataNodeWatcher.java |  38 +++++--
 .../AbstractChangedJobConfigurationProcessor.java  |   9 +-
 .../PipelineMetaDataChangedEventHandler.java       |   3 +-
 .../impl/BarrierMetaDataChangedEventHandler.java   |   5 +-
 .../impl/ConfigMetaDataChangedEventHandler.java    |   2 +-
 .../core/prepare/PipelineJobPreparerUtils.java     |  10 +-
 .../CoordinatorRegistryCenterInitializer.java      |   8 +-
 .../core/util/PipelineDistributedBarrier.java      |  41 +++++---
 .../core/context/PipelineContextKeyTest.java       |  46 ++++++++
 .../core/job/util/InstanceTypeUtilTest.java}       |  27 +++--
 .../handler/query/ShowStreamingListExecutor.java   |   3 +-
 .../handler/query/ShowMigrationListExecutor.java   |   3 +-
 .../ShowMigrationSourceStorageUnitsExecutor.java   |   3 +-
 .../handler/update/MigrateTableUpdater.java        |   3 +-
 .../RegisterMigrationSourceStorageUnitUpdater.java |   3 +-
 ...nregisterMigrationSourceStorageUnitUpdater.java |   3 +-
 .../consistencycheck/ConsistencyCheckJobId.java    |  15 ++-
 .../api/impl/ConsistencyCheckJobAPI.java           |  45 ++++----
 .../pojo/CreateConsistencyCheckJobParameter.java   |   2 +-
 .../yaml/YamlConsistencyCheckJobConfiguration.java |   2 +-
 .../task/ConsistencyCheckTasksRunner.java          |   2 +-
 .../scenario/migration/MigrationJobId.java         |  10 +-
 .../migration/api/impl/MigrationJobAPI.java        |  60 ++++++-----
 .../migration/context/MigrationJobItemContext.java |   1 +
 .../migration/prepare/MigrationJobPreparer.java    |  24 +++--
 .../yaml/job/YamlMigrationJobConfiguration.java    |   5 +
 .../job/YamlMigrationJobConfigurationSwapper.java  |   2 +-
 .../pipeline/core/job/PipelineJobIdUtilsTest.java  |  24 +++--
 .../listener/ContextManagerLifecycleListener.java  |  18 +++-
 .../backend/handler/cdc/CDCBackendHandler.java     |  20 ++--
 .../ral/queryable/ShowMigrationRuleExecutor.java   |   4 +-
 .../AlterInventoryIncrementalRuleUpdater.java      |   3 +-
 .../proxy/initializer/BootstrapInitializer.java    |   3 +-
 test/it/pipeline/pom.xml                           |   6 ++
 .../api/impl/GovernanceRepositoryAPIImplTest.java  |  13 +--
 ...lineProcessConfigurationPersistServiceTest.java |   4 +-
 .../fixture/FixtureIncrementalDumperCreator.java   |  11 --
 .../core/fixture/H2CreateTableSQLGenerator.java    |  46 ++++++++
 .../core/fixture/H2DataSourcePreparer.java         |  48 +++++++++
 .../core/fixture/H2PositionInitializer.java        |  36 +++----
 .../pipeline/core/task/IncrementalTaskTest.java    |   4 +-
 .../core/util/JobConfigurationBuilder.java         |  35 +++++--
 .../pipeline/core/util/PipelineContextUtils.java   |  41 +++++++-
 .../core/util/PipelineDistributedBarrierTest.java  |  17 +--
 .../consistencycheck/ConsistencyCheckJobTest.java  |  10 +-
 .../api/impl/ConsistencyCheckJobAPITest.java       |  39 +++----
 .../migration/api/impl/MigrationJobAPITest.java    |  30 +++---
 .../MigrationDataConsistencyCheckerTest.java       |   6 +-
 ...ine.core.prepare.datasource.DataSourcePreparer} |  13 +--
 ...eline.spi.ddlgenerator.CreateTableSQLGenerator} |  13 +--
 ...peline.spi.ingest.position.PositionInitializer} |  13 +--
 .../migration_sharding_sphere_jdbc_target.yaml     |   4 +-
 .../resources/migration_standard_jdbc_source.yaml  |   2 +-
 78 files changed, 1036 insertions(+), 559 deletions(-)

diff --git a/jdbc/core/src/main/java/org/apache/shardingsphere/driver/jdbc/core/datasource/ShardingSphereDataSource.java b/jdbc/core/src/main/java/org/apache/shardingsphere/driver/jdbc/core/datasource/ShardingSphereDataSource.java
index c8b15e49ea8..3172ff044cf 100644
--- a/jdbc/core/src/main/java/org/apache/shardingsphere/driver/jdbc/core/datasource/ShardingSphereDataSource.java
+++ b/jdbc/core/src/main/java/org/apache/shardingsphere/driver/jdbc/core/datasource/ShardingSphereDataSource.java
@@ -26,10 +26,13 @@ import org.apache.shardingsphere.infra.config.rule.RuleConfiguration;
 import org.apache.shardingsphere.infra.config.rule.scope.GlobalRuleConfiguration;
 import org.apache.shardingsphere.infra.instance.metadata.InstanceMetaData;
 import org.apache.shardingsphere.infra.instance.metadata.InstanceMetaDataBuilder;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+import org.apache.shardingsphere.infra.util.spi.ShardingSphereServiceLoader;
 import org.apache.shardingsphere.infra.util.spi.type.typed.TypedSPILoader;
 import org.apache.shardingsphere.mode.manager.ContextManager;
 import org.apache.shardingsphere.mode.manager.ContextManagerBuilder;
 import org.apache.shardingsphere.mode.manager.ContextManagerBuilderParameter;
+import org.apache.shardingsphere.mode.manager.listener.ContextManagerLifecycleListener;
 
 import javax.sql.DataSource;
 import java.sql.Connection;
@@ -57,6 +60,7 @@ public final class ShardingSphereDataSource extends AbstractDataSourceAdapter im
         this.databaseName = databaseName;
         contextManager = createContextManager(databaseName, modeConfig, new HashMap<>(), new LinkedList<>(), new Properties());
         jdbcContext = new JDBCContext(contextManager.getDataSourceMap(databaseName));
+        contextManagerInitializedCallback(modeConfig, contextManager, databaseName);
     }
     
     public ShardingSphereDataSource(final String databaseName, final ModeConfiguration modeConfig, final Map<String, DataSource> dataSourceMap,
@@ -64,6 +68,7 @@ public final class ShardingSphereDataSource extends AbstractDataSourceAdapter im
         this.databaseName = databaseName;
         contextManager = createContextManager(databaseName, modeConfig, dataSourceMap, ruleConfigs, null == props ? new Properties() : props);
         jdbcContext = new JDBCContext(contextManager.getDataSourceMap(databaseName));
+        contextManagerInitializedCallback(modeConfig, contextManager, databaseName);
     }
     
     private ContextManager createContextManager(final String databaseName, final ModeConfiguration modeConfig, final Map<String, DataSource> dataSourceMap,
@@ -77,6 +82,17 @@ public final class ShardingSphereDataSource extends AbstractDataSourceAdapter im
         return TypedSPILoader.getService(ContextManagerBuilder.class, null == modeConfig ? null : modeConfig.getType()).build(param);
     }
     
+    private void contextManagerInitializedCallback(final ModeConfiguration modeConfig, final ContextManager contextManager, final String databaseName) {
+        for (ContextManagerLifecycleListener each : ShardingSphereServiceLoader.getServiceInstances(ContextManagerLifecycleListener.class)) {
+            try {
+                each.onInitialized(InstanceType.JDBC, databaseName, modeConfig, contextManager);
+                // CHECKSTYLE:OFF
+            } catch (final Exception ignored) {
+                // CHECKSTYLE:ON
+            }
+        }
+    }
+    
     @Override
     public Connection getConnection() {
         return DriverStateContext.getConnection(databaseName, contextManager, jdbcContext);
@@ -93,6 +109,7 @@ public final class ShardingSphereDataSource extends AbstractDataSourceAdapter im
      * @param dataSourceNames data source names to be closed
      * @throws Exception exception
      */
+    // TODO Replace public to private?
     public void close(final Collection<String> dataSourceNames) throws Exception {
         Map<String, DataSource> dataSourceMap = contextManager.getDataSourceMap(databaseName);
         for (String each : dataSourceNames) {
@@ -109,9 +126,21 @@ public final class ShardingSphereDataSource extends AbstractDataSourceAdapter im
     
     @Override
     public void close() throws Exception {
+        contextManagerDestroyedCallback(databaseName);
         close(contextManager.getDataSourceMap(databaseName).keySet());
     }
     
+    private void contextManagerDestroyedCallback(final String databaseName) {
+        for (ContextManagerLifecycleListener each : ShardingSphereServiceLoader.getServiceInstances(ContextManagerLifecycleListener.class)) {
+            try {
+                each.onDestroyed(InstanceType.JDBC, databaseName);
+                // CHECKSTYLE:OFF
+            } catch (final Exception ignored) {
+                // CHECKSTYLE:ON
+            }
+        }
+    }
+    
     @Override
     public int getLoginTimeout() throws SQLException {
         Map<String, DataSource> dataSourceMap = contextManager.getDataSourceMap(databaseName);
diff --git a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/api/impl/CDCJobAPI.java b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/api/impl/CDCJobAPI.java
index 841513c66fc..2d11a35d2c7 100644
--- a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/api/impl/CDCJobAPI.java
+++ b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/api/impl/CDCJobAPI.java
@@ -60,10 +60,12 @@ import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.impl.AbstractInventoryIncrementalJobAPIImpl;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
 import org.apache.shardingsphere.data.pipeline.core.context.InventoryIncrementalProcessContext;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.datasource.DefaultPipelineDataSourceManager;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobCreationWithInvalidShardingCountException;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PrepareJobWithGetBinlogPositionException;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.prepare.PipelineJobPreparerUtils;
 import org.apache.shardingsphere.data.pipeline.core.sharding.ShardingColumnsExtractor;
@@ -123,30 +125,32 @@ public final class CDCJobAPI extends AbstractInventoryIncrementalJobAPIImpl {
         sinkConfig.setSinkType(sinkType.name());
         sinkConfig.setProps(sinkProps);
         yamlJobConfig.setSinkConfig(sinkConfig);
-        ShardingSphereDatabase database = PipelineContext.getContextManager().getMetaDataContexts().getMetaData().getDatabase(param.getDatabaseName());
+        PipelineContextKey contextKey = PipelineContextKey.buildForProxy(param.getDatabaseName());
+        ShardingSphereDatabase database = PipelineContextManager.getContext(contextKey).getContextManager().getMetaDataContexts().getMetaData().getDatabase(param.getDatabaseName());
         yamlJobConfig.setDataSourceConfiguration(pipelineDataSourceConfigSwapper.swapToYamlConfiguration(getDataSourceConfiguration(database)));
         List<JobDataNodeLine> jobDataNodeLines = JobDataNodeLineConvertUtils.convertDataNodesToLines(param.getDataNodesMap());
         yamlJobConfig.setJobShardingDataNodes(jobDataNodeLines.stream().map(JobDataNodeLine::marshal).collect(Collectors.toList()));
         JobDataNodeLine tableFirstDataNodes = new JobDataNodeLine(param.getDataNodesMap().entrySet().stream().map(each -> new JobDataNodeEntry(each.getKey(), each.getValue().subList(0, 1)))
                 .collect(Collectors.toList()));
         yamlJobConfig.setTablesFirstDataNodes(tableFirstDataNodes.marshal());
-        extendYamlJobConfiguration(yamlJobConfig);
+        extendYamlJobConfiguration(contextKey, yamlJobConfig);
         CDCJobConfiguration jobConfig = new YamlCDCJobConfigurationSwapper().swapToObject(yamlJobConfig);
-        ShardingSpherePreconditions.checkState(0 != jobConfig.getJobShardingCount(), () -> new PipelineJobCreationWithInvalidShardingCountException(jobConfig.getJobId()));
-        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
-        String jobConfigKey = PipelineMetaDataNode.getJobConfigPath(jobConfig.getJobId());
+        String jobId = jobConfig.getJobId();
+        ShardingSpherePreconditions.checkState(0 != jobConfig.getJobShardingCount(), () -> new PipelineJobCreationWithInvalidShardingCountException(jobId));
+        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId));
+        String jobConfigKey = PipelineMetaDataNode.getJobConfigPath(jobId);
         if (repositoryAPI.isExisted(jobConfigKey)) {
             log.warn("CDC job already exists in registry center, ignore, jobConfigKey={}", jobConfigKey);
-            return jobConfig.getJobId();
+            return jobId;
         }
-        repositoryAPI.persist(PipelineMetaDataNode.getJobRootPath(jobConfig.getJobId()), getJobClassName());
+        repositoryAPI.persist(PipelineMetaDataNode.getJobRootPath(jobId), getJobClassName());
         JobConfigurationPOJO jobConfigPOJO = convertJobConfiguration(jobConfig);
         jobConfigPOJO.setDisabled(true);
         repositoryAPI.persist(jobConfigKey, YamlEngine.marshal(jobConfigPOJO));
         if (!param.isFull()) {
             initIncrementalPosition(jobConfig);
         }
-        return jobConfig.getJobId();
+        return jobId;
     }
     
     private void initIncrementalPosition(final CDCJobConfiguration jobConfig) {
@@ -165,7 +169,8 @@ public final class CDCJobAPI extends AbstractInventoryIncrementalJobAPIImpl {
                 IncrementalTaskProgress incrementalTaskProgress = new IncrementalTaskProgress();
                 incrementalTaskProgress.setPosition(PipelineJobPreparerUtils.getIncrementalPosition(null, dumperConfig, dataSourceManager));
                 jobItemProgress.setIncremental(new JobItemIncrementalTasksProgress(incrementalTaskProgress));
-                PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobId, i, YamlEngine.marshal(getJobItemProgressSwapper().swapToYamlConfiguration(jobItemProgress)));
+                PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobItemProgress(jobId, i,
+                        YamlEngine.marshal(getJobItemProgressSwapper().swapToYamlConfiguration(jobItemProgress)));
             }
         } catch (final SQLException ex) {
             throw new PrepareJobWithGetBinlogPositionException(jobConfig.getJobId(), ex);
@@ -188,10 +193,10 @@ public final class CDCJobAPI extends AbstractInventoryIncrementalJobAPIImpl {
     }
     
     @Override
-    public void extendYamlJobConfiguration(final YamlPipelineJobConfiguration yamlJobConfig) {
+    public void extendYamlJobConfiguration(final PipelineContextKey contextKey, final YamlPipelineJobConfiguration yamlJobConfig) {
         YamlCDCJobConfiguration config = (YamlCDCJobConfiguration) yamlJobConfig;
         if (null == yamlJobConfig.getJobId()) {
-            config.setJobId(generateJobId(config));
+            config.setJobId(generateJobId(contextKey, config));
         }
         if (Strings.isNullOrEmpty(config.getSourceDatabaseType())) {
             PipelineDataSourceConfiguration sourceDataSourceConfig = PipelineDataSourceConfigurationFactory.newInstance(config.getDataSourceConfiguration().getType(),
@@ -200,16 +205,16 @@ public final class CDCJobAPI extends AbstractInventoryIncrementalJobAPIImpl {
         }
     }
     
-    private String generateJobId(final YamlCDCJobConfiguration config) {
+    private String generateJobId(final PipelineContextKey contextKey, final YamlCDCJobConfiguration config) {
         // TODO generate parameter add sink type
-        CDCJobId jobId = new CDCJobId(config.getDatabaseName(), config.getSchemaTableNames(), config.isFull());
+        CDCJobId jobId = new CDCJobId(contextKey, config.getSchemaTableNames(), config.isFull());
         return marshalJobId(jobId);
     }
     
     @Override
     protected String marshalJobIdLeftPart(final PipelineJobId pipelineJobId) {
         CDCJobId jobId = (CDCJobId) pipelineJobId;
-        String text = Joiner.on('|').join(jobId.getDatabaseName(), jobId.getSchemaTableNames(), jobId.isFull());
+        String text = Joiner.on('|').join(jobId.getContextKey().getDatabaseName(), jobId.getSchemaTableNames(), jobId.isFull());
         return DigestUtils.md5Hex(text.getBytes(StandardCharsets.UTF_8));
     }
     
@@ -265,7 +270,7 @@ public final class CDCJobAPI extends AbstractInventoryIncrementalJobAPIImpl {
     
     @Override
     public CDCProcessContext buildPipelineProcessContext(final PipelineJobConfiguration pipelineJobConfig) {
-        return new CDCProcessContext(pipelineJobConfig.getJobId(), showProcessConfiguration());
+        return new CDCProcessContext(pipelineJobConfig.getJobId(), showProcessConfiguration(PipelineJobIdUtils.parseContextKey(pipelineJobConfig.getJobId())));
     }
     
     @Override
diff --git a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobId.java b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobId.java
index 1a6590b8f5c..ec62190399a 100644
--- a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobId.java
+++ b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobId.java
@@ -20,6 +20,7 @@ package org.apache.shardingsphere.data.pipeline.cdc.core.job;
 import lombok.Getter;
 import lombok.ToString;
 import org.apache.shardingsphere.data.pipeline.cdc.api.job.type.CDCJobType;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.job.AbstractPipelineJobId;
 
 import java.util.List;
@@ -31,17 +32,12 @@ import java.util.List;
 @ToString(callSuper = true)
 public final class CDCJobId extends AbstractPipelineJobId {
     
-    public static final String CURRENT_VERSION = "01";
-    
-    private final String databaseName;
-    
     private final List<String> schemaTableNames;
     
     private final boolean full;
     
-    public CDCJobId(final String databaseName, final List<String> schemaTableNames, final boolean full) {
-        super(new CDCJobType(), CURRENT_VERSION);
-        this.databaseName = databaseName;
+    public CDCJobId(final PipelineContextKey contextKey, final List<String> schemaTableNames, final boolean full) {
+        super(new CDCJobType(), contextKey);
         this.schemaTableNames = schemaTableNames;
         this.full = full;
     }
diff --git a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/yaml/job/YamlCDCJobConfiguration.java b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/yaml/job/YamlCDCJobConfiguration.java
index 5559dc2e9ec..934b4d175ff 100644
--- a/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/yaml/job/YamlCDCJobConfiguration.java
+++ b/kernel/data-pipeline/cdc/core/src/main/java/org/apache/shardingsphere/data/pipeline/cdc/yaml/job/YamlCDCJobConfiguration.java
@@ -56,11 +56,6 @@ public final class YamlCDCJobConfiguration implements YamlPipelineJobConfigurati
     
     private int retryTimes;
     
-    @Override
-    public String getTargetDatabaseName() {
-        throw new UnsupportedOperationException();
-    }
-    
     /**
      * Sink configuration for YAML.
      */
diff --git a/kernel/data-pipeline/cdc/core/src/test/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobIdTest.java b/kernel/data-pipeline/cdc/core/src/test/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobIdTest.java
index eb040ec720f..9d6b1aade72 100644
--- a/kernel/data-pipeline/cdc/core/src/test/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobIdTest.java
+++ b/kernel/data-pipeline/cdc/core/src/test/java/org/apache/shardingsphere/data/pipeline/cdc/core/job/CDCJobIdTest.java
@@ -18,8 +18,10 @@
 package org.apache.shardingsphere.data.pipeline.cdc.core.job;
 
 import org.apache.shardingsphere.data.pipeline.cdc.api.job.type.CDCJobType;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.junit.jupiter.api.Test;
 
 import java.util.Arrays;
@@ -31,7 +33,8 @@ class CDCJobIdTest {
     
     @Test
     void parseJobType() {
-        CDCJobId pipelineJobId = new CDCJobId("sharding_db", Arrays.asList("test", "t_order"), false);
+        PipelineContextKey contextKey = PipelineContextKey.build(InstanceType.PROXY, "sharding_db");
+        CDCJobId pipelineJobId = new CDCJobId(contextKey, Arrays.asList("test", "t_order"), false);
         String jobId = PipelineJobIdUtils.marshalJobIdCommonPrefix(pipelineJobId) + "abcd";
         JobType actualJobType = PipelineJobIdUtils.parseJobType(jobId);
         assertThat(actualJobType, instanceOf(CDCJobType.class));
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/config/job/yaml/YamlPipelineJobConfiguration.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/config/job/yaml/YamlPipelineJobConfiguration.java
index 89b0c9716dd..c0ab0ca640b 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/config/job/yaml/YamlPipelineJobConfiguration.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/config/job/yaml/YamlPipelineJobConfiguration.java
@@ -36,5 +36,5 @@ public interface YamlPipelineJobConfiguration extends YamlConfiguration {
      *
      * @return database name
      */
-    String getTargetDatabaseName();
+    String getDatabaseName();
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/job/PipelineJobId.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/job/PipelineJobId.java
index 127933a3086..4a36c00c9e0 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/job/PipelineJobId.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/api/job/PipelineJobId.java
@@ -17,17 +17,20 @@
 
 package org.apache.shardingsphere.data.pipeline.api.job;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
+
 /**
  * Pipeline job id.
  */
 public interface PipelineJobId {
     
     /**
-     * Get job type code.
+     * Get job type.
      *
      * @return type
      */
-    String getJobTypeCode();
+    JobType getJobType();
     
     /**
      * Get format version.
@@ -35,4 +38,11 @@ public interface PipelineJobId {
      * @return format version
      */
     String getFormatVersion();
+    
+    /**
+     * Get pipeline context key.
+     *
+     * @return context key
+     */
+    PipelineContextKey getContextKey();
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/InventoryIncrementalJobAPI.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/InventoryIncrementalJobAPI.java
index 7ed1701a46f..420ad67ddf7 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/InventoryIncrementalJobAPI.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/InventoryIncrementalJobAPI.java
@@ -25,6 +25,7 @@ import org.apache.shardingsphere.data.pipeline.api.job.progress.JobOffsetInfo;
 import org.apache.shardingsphere.data.pipeline.api.pojo.DataConsistencyCheckAlgorithmInfo;
 import org.apache.shardingsphere.data.pipeline.api.pojo.InventoryIncrementalJobItemInfo;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.spi.check.consistency.DataConsistencyCalculateAlgorithm;
 
 import java.sql.SQLException;
@@ -42,16 +43,18 @@ public interface InventoryIncrementalJobAPI extends PipelineJobAPI {
     /**
      * Alter process configuration.
      *
+     * @param contextKey context key
      * @param processConfig process configuration
      */
-    void alterProcessConfiguration(PipelineProcessConfiguration processConfig);
+    void alterProcessConfiguration(PipelineContextKey contextKey, PipelineProcessConfiguration processConfig);
     
     /**
      * Show process configuration.
      *
+     * @param contextKey context key
      * @return process configuration, non-null
      */
-    PipelineProcessConfiguration showProcessConfiguration();
+    PipelineProcessConfiguration showProcessConfiguration(PipelineContextKey contextKey);
     
     /**
      * Persist job offset info.
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineAPIFactory.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineAPIFactory.java
index b6b8afb5c79..20edaa8f642 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineAPIFactory.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineAPIFactory.java
@@ -25,16 +25,23 @@ import org.apache.commons.lang3.concurrent.ConcurrentException;
 import org.apache.commons.lang3.concurrent.LazyInitializer;
 import org.apache.shardingsphere.data.pipeline.core.api.impl.GovernanceRepositoryAPIImpl;
 import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.registry.CoordinatorRegistryCenterInitializer;
-import org.apache.shardingsphere.elasticjob.lite.lifecycle.api.JobAPIFactory;
 import org.apache.shardingsphere.elasticjob.lite.lifecycle.api.JobConfigurationAPI;
 import org.apache.shardingsphere.elasticjob.lite.lifecycle.api.JobOperateAPI;
 import org.apache.shardingsphere.elasticjob.lite.lifecycle.api.JobStatisticsAPI;
+import org.apache.shardingsphere.elasticjob.lite.lifecycle.internal.operate.JobOperateAPIImpl;
+import org.apache.shardingsphere.elasticjob.lite.lifecycle.internal.settings.JobConfigurationAPIImpl;
+import org.apache.shardingsphere.elasticjob.lite.lifecycle.internal.statistics.JobStatisticsAPIImpl;
 import org.apache.shardingsphere.elasticjob.reg.base.CoordinatorRegistryCenter;
 import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
+import org.apache.shardingsphere.mode.manager.ContextManager;
 import org.apache.shardingsphere.mode.repository.cluster.ClusterPersistRepository;
-import org.apache.shardingsphere.mode.repository.cluster.ClusterPersistRepositoryConfiguration;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
 
 /**
  * Pipeline API factory.
@@ -42,64 +49,70 @@ import org.apache.shardingsphere.mode.repository.cluster.ClusterPersistRepositor
 @NoArgsConstructor(access = AccessLevel.PRIVATE)
 public final class PipelineAPIFactory {
     
-    private static final LazyInitializer<GovernanceRepositoryAPI> REPOSITORY_API_LAZY_INITIALIZER = new LazyInitializer<GovernanceRepositoryAPI>() {
-        
-        @Override
-        protected GovernanceRepositoryAPI initialize() {
-            return new GovernanceRepositoryAPIImpl((ClusterPersistRepository) PipelineContext.getContextManager().getMetaDataContexts().getPersistService().getRepository());
-        }
-    };
+    private static final Map<PipelineContextKey, LazyInitializer<GovernanceRepositoryAPI>> GOVERNANCE_REPOSITORY_API_MAP = new ConcurrentHashMap<>();
     
     /**
      * Get governance repository API.
      *
+     * @param contextKey context key
      * @return governance repository API
      */
     @SneakyThrows(ConcurrentException.class)
-    public static GovernanceRepositoryAPI getGovernanceRepositoryAPI() {
-        return REPOSITORY_API_LAZY_INITIALIZER.get();
+    public static GovernanceRepositoryAPI getGovernanceRepositoryAPI(final PipelineContextKey contextKey) {
+        return GOVERNANCE_REPOSITORY_API_MAP.computeIfAbsent(contextKey, key -> new LazyInitializer<GovernanceRepositoryAPI>() {
+            
+            @Override
+            protected GovernanceRepositoryAPI initialize() {
+                ContextManager contextManager = PipelineContextManager.getContext(contextKey).getContextManager();
+                return new GovernanceRepositoryAPIImpl((ClusterPersistRepository) contextManager.getMetaDataContexts().getPersistService().getRepository());
+            }
+        }).get();
     }
     
     /**
      * Get job statistics API.
      *
+     * @param contextKey context key
      * @return job statistics API
      */
-    public static JobStatisticsAPI getJobStatisticsAPI() {
-        return ElasticJobAPIHolder.getInstance().getJobStatisticsAPI();
+    public static JobStatisticsAPI getJobStatisticsAPI(final PipelineContextKey contextKey) {
+        return ElasticJobAPIHolder.getInstance(contextKey).getJobStatisticsAPI();
     }
     
     /**
      * Get job configuration API.
      *
+     * @param contextKey context key
      * @return job configuration API
      */
-    public static JobConfigurationAPI getJobConfigurationAPI() {
-        return ElasticJobAPIHolder.getInstance().getJobConfigurationAPI();
+    public static JobConfigurationAPI getJobConfigurationAPI(final PipelineContextKey contextKey) {
+        return ElasticJobAPIHolder.getInstance(contextKey).getJobConfigurationAPI();
     }
     
     /**
      * Get job operate API.
      *
+     * @param contextKey context key
      * @return job operate API
      */
-    public static JobOperateAPI getJobOperateAPI() {
-        return ElasticJobAPIHolder.getInstance().getJobOperateAPI();
+    public static JobOperateAPI getJobOperateAPI(final PipelineContextKey contextKey) {
+        return ElasticJobAPIHolder.getInstance(contextKey).getJobOperateAPI();
     }
     
     /**
      * Get registry center.
      *
+     * @param contextKey context key
      * @return Coordinator registry center
      */
-    public static CoordinatorRegistryCenter getRegistryCenter() {
-        return RegistryCenterHolder.getInstance();
+    public static CoordinatorRegistryCenter getRegistryCenter(final PipelineContextKey contextKey) {
+        return RegistryCenterHolder.getInstance(contextKey);
     }
     
     @Getter
     private static final class ElasticJobAPIHolder {
         
-        private static volatile ElasticJobAPIHolder instance;
+        private static final Map<PipelineContextKey, ElasticJobAPIHolder> INSTANCE_MAP = new ConcurrentHashMap<>();
         
         private final JobStatisticsAPI jobStatisticsAPI;
         
@@ -107,45 +120,60 @@ public final class PipelineAPIFactory {
         
         private final JobOperateAPI jobOperateAPI;
         
-        private ElasticJobAPIHolder() {
-            ClusterPersistRepositoryConfiguration repositoryConfig = (ClusterPersistRepositoryConfiguration) PipelineContext.getModeConfig().getRepository();
-            String namespace = repositoryConfig.getNamespace() + PipelineMetaDataNode.getElasticJobNamespace();
-            jobStatisticsAPI = JobAPIFactory.createJobStatisticsAPI(repositoryConfig.getServerLists(), namespace, null);
-            jobConfigurationAPI = JobAPIFactory.createJobConfigurationAPI(repositoryConfig.getServerLists(), namespace, null);
-            jobOperateAPI = JobAPIFactory.createJobOperateAPI(repositoryConfig.getServerLists(), namespace, null);
+        private ElasticJobAPIHolder(final PipelineContextKey contextKey) {
+            CoordinatorRegistryCenter registryCenter = getRegistryCenter(contextKey);
+            jobStatisticsAPI = new JobStatisticsAPIImpl(registryCenter);
+            jobConfigurationAPI = new JobConfigurationAPIImpl(registryCenter);
+            jobOperateAPI = new JobOperateAPIImpl(registryCenter);
         }
         
-        public static ElasticJobAPIHolder getInstance() {
-            if (null == instance) {
-                synchronized (PipelineAPIFactory.class) {
-                    if (null == instance) {
-                        instance = new ElasticJobAPIHolder();
-                    }
+        public static ElasticJobAPIHolder getInstance(final PipelineContextKey contextKey) {
+            ElasticJobAPIHolder result = INSTANCE_MAP.get(contextKey);
+            if (null != result) {
+                return result;
+            }
+            synchronized (INSTANCE_MAP) {
+                result = INSTANCE_MAP.get(contextKey);
+                if (null == result) {
+                    result = new ElasticJobAPIHolder(contextKey);
+                    INSTANCE_MAP.put(contextKey, result);
                 }
             }
-            return instance;
+            return result;
         }
     }
     
     private static final class RegistryCenterHolder {
         
-        private static volatile CoordinatorRegistryCenter instance;
+        private static final Map<PipelineContextKey, CoordinatorRegistryCenter> INSTANCE_MAP = new ConcurrentHashMap<>();
         
-        public static CoordinatorRegistryCenter getInstance() {
-            if (null == instance) {
-                synchronized (PipelineAPIFactory.class) {
-                    if (null == instance) {
-                        instance = createRegistryCenter();
-                    }
+        public static CoordinatorRegistryCenter getInstance(final PipelineContextKey contextKey) {
+            // TODO Extract common method; Reduce lock time
+            CoordinatorRegistryCenter result = INSTANCE_MAP.get(contextKey);
+            if (null != result) {
+                return result;
+            }
+            synchronized (INSTANCE_MAP) {
+                result = INSTANCE_MAP.get(contextKey);
+                if (null == result) {
+                    result = createRegistryCenter(contextKey);
+                    INSTANCE_MAP.put(contextKey, result);
                 }
             }
-            return instance;
+            return result;
         }
         
-        private static CoordinatorRegistryCenter createRegistryCenter() {
+        private static CoordinatorRegistryCenter createRegistryCenter(final PipelineContextKey contextKey) {
             CoordinatorRegistryCenterInitializer registryCenterInitializer = new CoordinatorRegistryCenterInitializer();
-            ModeConfiguration modeConfig = PipelineContext.getModeConfig();
-            return registryCenterInitializer.createRegistryCenter(modeConfig, PipelineMetaDataNode.getElasticJobNamespace());
+            PipelineContext pipelineContext = PipelineContextManager.getContext(contextKey);
+            ModeConfiguration modeConfig = pipelineContext.getModeConfig();
+            String elasticJobNamespace = PipelineMetaDataNode.getElasticJobNamespace();
+            String clusterType = modeConfig.getRepository().getType();
+            if ("ZooKeeper".equals(clusterType)) {
+                return registryCenterInitializer.createZookeeperRegistryCenter(modeConfig, elasticJobNamespace);
+            } else {
+                throw new IllegalArgumentException("Unsupported cluster type: " + clusterType);
+            }
         }
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineJobAPI.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineJobAPI.java
index 6e11e1a439f..252a8f80df4 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineJobAPI.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineJobAPI.java
@@ -27,6 +27,7 @@ import org.apache.shardingsphere.data.pipeline.api.job.JobStatus;
 import org.apache.shardingsphere.data.pipeline.api.job.PipelineJobId;
 import org.apache.shardingsphere.data.pipeline.api.job.progress.PipelineJobItemProgress;
 import org.apache.shardingsphere.data.pipeline.api.pojo.PipelineJobInfo;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobNotFoundException;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 import org.apache.shardingsphere.infra.util.spi.annotation.SingletonSPI;
@@ -59,9 +60,10 @@ public interface PipelineJobAPI extends TypedSPI {
     /**
      * Extend YAML job configuration.
      *
+     * @param contextKey context key
      * @param yamlJobConfig YAML job configuration
      */
-    void extendYamlJobConfiguration(YamlPipelineJobConfiguration yamlJobConfig);
+    void extendYamlJobConfiguration(PipelineContextKey contextKey, YamlPipelineJobConfiguration yamlJobConfig);
     
     /**
      * Build task configuration.
@@ -115,9 +117,10 @@ public interface PipelineJobAPI extends TypedSPI {
     /**
      * Get pipeline job info.
      *
+     * @param contextKey context key
      * @return job info list
      */
-    List<? extends PipelineJobInfo> list();
+    List<? extends PipelineJobInfo> list(PipelineContextKey contextKey);
     
     /**
      * Persist job item progress.
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineMetaDataPersistService.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineMetaDataPersistService.java
index 18dd0e68a9d..f12948dc365 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineMetaDataPersistService.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/PipelineMetaDataPersistService.java
@@ -17,6 +17,7 @@
 
 package org.apache.shardingsphere.data.pipeline.core.api;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 
 /**
@@ -29,16 +30,18 @@ public interface PipelineMetaDataPersistService<T> {
     /**
      * Load meta data.
      *
+     * @param contextKey context key
      * @param jobType job type, nullable
      * @return configurations
      */
-    T load(JobType jobType);
+    T load(PipelineContextKey contextKey, JobType jobType);
     
     /**
      * Persist meta data.
      *
+     * @param contextKey context key
      * @param jobType job type, nullable
      * @param configs configurations
      */
-    void persist(JobType jobType, T configs);
+    void persist(PipelineContextKey contextKey, JobType jobType, T configs);
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractInventoryIncrementalJobAPIImpl.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractInventoryIncrementalJobAPIImpl.java
index 9c9ddf03e8f..8199e850b03 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractInventoryIncrementalJobAPIImpl.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractInventoryIncrementalJobAPIImpl.java
@@ -41,6 +41,8 @@ import org.apache.shardingsphere.data.pipeline.core.check.consistency.DataConsis
 import org.apache.shardingsphere.data.pipeline.core.config.process.PipelineProcessConfigurationUtils;
 import org.apache.shardingsphere.data.pipeline.core.context.InventoryIncrementalJobItemContext;
 import org.apache.shardingsphere.data.pipeline.core.context.InventoryIncrementalProcessContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.job.progress.yaml.YamlInventoryIncrementalJobItemProgress;
 import org.apache.shardingsphere.data.pipeline.core.job.progress.yaml.YamlInventoryIncrementalJobItemProgressSwapper;
 import org.apache.shardingsphere.data.pipeline.core.job.progress.yaml.YamlJobOffsetInfo;
@@ -87,14 +89,14 @@ public abstract class AbstractInventoryIncrementalJobAPIImpl extends AbstractPip
     public abstract InventoryIncrementalProcessContext buildPipelineProcessContext(PipelineJobConfiguration pipelineJobConfig);
     
     @Override
-    public void alterProcessConfiguration(final PipelineProcessConfiguration processConfig) {
+    public void alterProcessConfiguration(final PipelineContextKey contextKey, final PipelineProcessConfiguration processConfig) {
         // TODO check rateLimiter type match or not
-        processConfigPersistService.persist(getJobType(), processConfig);
+        processConfigPersistService.persist(contextKey, getJobType(), processConfig);
     }
     
     @Override
-    public PipelineProcessConfiguration showProcessConfiguration() {
-        PipelineProcessConfiguration result = processConfigPersistService.load(getJobType());
+    public PipelineProcessConfiguration showProcessConfiguration(final PipelineContextKey contextKey) {
+        PipelineProcessConfiguration result = processConfigPersistService.load(contextKey, getJobType());
         result = PipelineProcessConfigurationUtils.convertWithDefaultValue(result);
         return result;
     }
@@ -151,7 +153,8 @@ public abstract class AbstractInventoryIncrementalJobAPIImpl extends AbstractPip
         jobItemProgress.setProcessedRecordsCount(context.getProcessedRecordsCount());
         jobItemProgress.setInventoryRecordsCount(context.getInventoryRecordsCount());
         String value = YamlEngine.marshal(jobItemProgressSwapper.swapToYamlConfiguration(jobItemProgress));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(context.getJobId(), context.getShardingItem(), value);
+        String jobId = context.getJobId();
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobItemProgress(jobId, context.getShardingItem(), value);
     }
     
     private JobItemIncrementalTasksProgress getIncrementalTasksProgress(final Collection<IncrementalTask> incrementalTasks) {
@@ -170,12 +173,12 @@ public abstract class AbstractInventoryIncrementalJobAPIImpl extends AbstractPip
     @Override
     public void persistJobOffsetInfo(final String jobId, final JobOffsetInfo jobOffsetInfo) {
         String value = YamlEngine.marshal(jobOffsetInfoSwapper.swapToYamlConfiguration(jobOffsetInfo));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobOffsetInfo(jobId, value);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobOffsetInfo(jobId, value);
     }
     
     @Override
     public JobOffsetInfo getJobOffsetInfo(final String jobId) {
-        Optional<String> offsetInfo = PipelineAPIFactory.getGovernanceRepositoryAPI().getJobOffsetInfo(jobId);
+        Optional<String> offsetInfo = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobOffsetInfo(jobId);
         if (offsetInfo.isPresent()) {
             YamlJobOffsetInfo info = YamlEngine.unmarshal(offsetInfo.get(), YamlJobOffsetInfo.class);
             return jobOffsetInfoSwapper.swapToObject(info);
@@ -185,7 +188,7 @@ public abstract class AbstractInventoryIncrementalJobAPIImpl extends AbstractPip
     
     @Override
     public Optional<InventoryIncrementalJobItemProgress> getJobItemProgress(final String jobId, final int shardingItem) {
-        Optional<String> progress = PipelineAPIFactory.getGovernanceRepositoryAPI().getJobItemProgress(jobId, shardingItem);
+        Optional<String> progress = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobItemProgress(jobId, shardingItem);
         return progress.map(s -> jobItemProgressSwapper.swapToObject(YamlEngine.unmarshal(s, YamlInventoryIncrementalJobItemProgress.class)));
     }
     
@@ -196,12 +199,12 @@ public abstract class AbstractInventoryIncrementalJobAPIImpl extends AbstractPip
             return;
         }
         jobItemProgress.get().setStatus(status);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobId, shardingItem, YamlEngine.marshal(jobItemProgressSwapper.swapToYamlConfiguration(jobItemProgress.get())));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobItemProgress(jobId, shardingItem,
+                YamlEngine.marshal(jobItemProgressSwapper.swapToYamlConfiguration(jobItemProgress.get())));
     }
     
     @Override
     public Collection<DataConsistencyCheckAlgorithmInfo> listDataConsistencyCheckAlgorithms() {
-        checkModeConfig();
         Collection<DataConsistencyCheckAlgorithmInfo> result = new LinkedList<>();
         for (DataConsistencyCalculateAlgorithm each : ShardingSphereServiceLoader.getServiceInstances(DataConsistencyCalculateAlgorithm.class)) {
             SPIDescription description = each.getClass().getAnnotation(SPIDescription.class);
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractPipelineJobAPIImpl.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractPipelineJobAPIImpl.java
index a158ba9ea1a..e60dced8736 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractPipelineJobAPIImpl.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/AbstractPipelineJobAPIImpl.java
@@ -27,19 +27,16 @@ import org.apache.shardingsphere.data.pipeline.api.pojo.PipelineJobMetaData;
 import org.apache.shardingsphere.data.pipeline.core.api.GovernanceRepositoryAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineJobAPI;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
-import org.apache.shardingsphere.data.pipeline.core.exception.job.ModeConfigNotFoundException;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobCreationWithInvalidShardingCountException;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobHasAlreadyStartedException;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobNotFoundException;
-import org.apache.shardingsphere.data.pipeline.core.exception.job.UnsupportedModeTypeException;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.listener.PipelineElasticJobListener;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.util.PipelineDistributedBarrier;
 import org.apache.shardingsphere.elasticjob.infra.pojo.JobConfigurationPOJO;
 import org.apache.shardingsphere.elasticjob.lite.lifecycle.domain.JobBriefInfo;
-import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
 import org.apache.shardingsphere.infra.util.exception.ShardingSpherePreconditions;
 import org.apache.shardingsphere.infra.util.yaml.YamlEngine;
 
@@ -68,19 +65,12 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
     protected abstract String marshalJobIdLeftPart(PipelineJobId pipelineJobId);
     
     @Override
-    public List<? extends PipelineJobInfo> list() {
-        checkModeConfig();
-        return getJobBriefInfos().map(each -> getJobInfo(each.getJobName())).collect(Collectors.toList());
+    public List<? extends PipelineJobInfo> list(final PipelineContextKey contextKey) {
+        return getJobBriefInfos(contextKey).map(each -> getJobInfo(each.getJobName())).collect(Collectors.toList());
     }
     
-    protected void checkModeConfig() {
-        ModeConfiguration modeConfig = PipelineContext.getModeConfig();
-        ShardingSpherePreconditions.checkNotNull(modeConfig, ModeConfigNotFoundException::new);
-        ShardingSpherePreconditions.checkState("Cluster".equals(modeConfig.getType()), () -> new UnsupportedModeTypeException(modeConfig.getType()));
-    }
-    
-    private Stream<JobBriefInfo> getJobBriefInfos() {
-        return PipelineAPIFactory.getJobStatisticsAPI().getAllJobsBriefInfo().stream().filter(each -> !each.getJobName().startsWith("_"))
+    private Stream<JobBriefInfo> getJobBriefInfos(final PipelineContextKey contextKey) {
+        return PipelineAPIFactory.getJobStatisticsAPI(contextKey).getAllJobsBriefInfo().stream().filter(each -> !each.getJobName().startsWith("_"))
                 .filter(each -> PipelineJobIdUtils.parseJobType(each.getJobName()).getTypeCode().equals(getJobType().getTypeCode()));
     }
     
@@ -96,7 +86,7 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
     public Optional<String> start(final PipelineJobConfiguration jobConfig) {
         String jobId = jobConfig.getJobId();
         ShardingSpherePreconditions.checkState(0 != jobConfig.getJobShardingCount(), () -> new PipelineJobCreationWithInvalidShardingCountException(jobId));
-        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
+        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId));
         String jobConfigKey = PipelineMetaDataNode.getJobConfigPath(jobId);
         if (repositoryAPI.isExisted(jobConfigKey)) {
             log.warn("jobId already exists in registry center, ignore, jobConfigKey={}", jobConfigKey);
@@ -127,7 +117,7 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
     
     @Override
     public void startDisabledJob(final String jobId) {
-        PipelineDistributedBarrier pipelineDistributedBarrier = PipelineDistributedBarrier.getInstance();
+        PipelineDistributedBarrier pipelineDistributedBarrier = PipelineDistributedBarrier.getInstance(PipelineJobIdUtils.parseContextKey(jobId));
         pipelineDistributedBarrier.unregister(PipelineMetaDataNode.getJobBarrierDisablePath(jobId));
         JobConfigurationPOJO jobConfigPOJO = getElasticJobConfigPOJO(jobId);
         ShardingSpherePreconditions.checkState(jobConfigPOJO.isDisabled(), () -> new PipelineJobHasAlreadyStartedException(jobId));
@@ -137,13 +127,13 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
         jobConfigPOJO.getProps().remove("stop_time_millis");
         String barrierEnablePath = PipelineMetaDataNode.getJobBarrierEnablePath(jobId);
         pipelineDistributedBarrier.register(barrierEnablePath, jobConfigPOJO.getShardingTotalCount());
-        PipelineAPIFactory.getJobConfigurationAPI().updateJobConfiguration(jobConfigPOJO);
+        PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId)).updateJobConfiguration(jobConfigPOJO);
         pipelineDistributedBarrier.await(barrierEnablePath, 5, TimeUnit.SECONDS);
     }
     
     @Override
     public void stop(final String jobId) {
-        PipelineDistributedBarrier pipelineDistributedBarrier = PipelineDistributedBarrier.getInstance();
+        PipelineDistributedBarrier pipelineDistributedBarrier = PipelineDistributedBarrier.getInstance(PipelineJobIdUtils.parseContextKey(jobId));
         pipelineDistributedBarrier.unregister(PipelineMetaDataNode.getJobBarrierEnablePath(jobId));
         JobConfigurationPOJO jobConfigPOJO = getElasticJobConfigPOJO(jobId);
         if (jobConfigPOJO.isDisabled()) {
@@ -154,17 +144,18 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
         jobConfigPOJO.getProps().setProperty("stop_time_millis", System.currentTimeMillis() + "");
         String barrierPath = PipelineMetaDataNode.getJobBarrierDisablePath(jobId);
         pipelineDistributedBarrier.register(barrierPath, jobConfigPOJO.getShardingTotalCount());
-        PipelineAPIFactory.getJobConfigurationAPI().updateJobConfiguration(jobConfigPOJO);
+        PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId)).updateJobConfiguration(jobConfigPOJO);
         pipelineDistributedBarrier.await(barrierPath, 5, TimeUnit.SECONDS);
     }
     
     protected void dropJob(final String jobId) {
-        PipelineAPIFactory.getJobOperateAPI().remove(String.valueOf(jobId), null);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().deleteJob(jobId);
+        PipelineContextKey contextKey = PipelineJobIdUtils.parseContextKey(jobId);
+        PipelineAPIFactory.getJobOperateAPI(contextKey).remove(String.valueOf(jobId), null);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).deleteJob(jobId);
     }
     
     protected final JobConfigurationPOJO getElasticJobConfigPOJO(final String jobId) throws PipelineJobNotFoundException {
-        JobConfigurationPOJO result = PipelineAPIFactory.getJobConfigurationAPI().getJobConfiguration(jobId);
+        JobConfigurationPOJO result = PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobConfiguration(jobId);
         ShardingSpherePreconditions.checkNotNull(result, () -> new PipelineJobNotFoundException(jobId));
         return result;
     }
@@ -176,7 +167,7 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
     
     @Override
     public String getJobItemErrorMessage(final String jobId, final int shardingItem) {
-        return Optional.ofNullable(PipelineAPIFactory.getGovernanceRepositoryAPI().getJobItemErrorMessage(jobId, shardingItem)).orElse("");
+        return Optional.ofNullable(PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobItemErrorMessage(jobId, shardingItem)).orElse("");
     }
     
     @Override
@@ -186,11 +177,11 @@ public abstract class AbstractPipelineJobAPIImpl implements PipelineJobAPI {
         if (null != error) {
             value = error instanceof Throwable ? ExceptionUtils.getStackTrace((Throwable) error) : error.toString();
         }
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persist(key, value);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persist(key, value);
     }
     
     @Override
     public void cleanJobItemErrorMessage(final String jobId, final int shardingItem) {
-        PipelineAPIFactory.getGovernanceRepositoryAPI().cleanJobItemErrorMessage(jobId, shardingItem);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).cleanJobItemErrorMessage(jobId, shardingItem);
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineDataSourcePersistService.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineDataSourcePersistService.java
index d7132d74318..67d7d62e838 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineDataSourcePersistService.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineDataSourcePersistService.java
@@ -20,6 +20,7 @@ package org.apache.shardingsphere.data.pipeline.core.api.impl;
 import com.google.common.base.Strings;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineMetaDataPersistService;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 import org.apache.shardingsphere.infra.datasource.props.DataSourceProperties;
 import org.apache.shardingsphere.infra.util.yaml.YamlEngine;
@@ -39,8 +40,8 @@ public final class PipelineDataSourcePersistService implements PipelineMetaDataP
     
     @Override
     @SuppressWarnings("unchecked")
-    public Map<String, DataSourceProperties> load(final JobType jobType) {
-        String dataSourcesProps = PipelineAPIFactory.getGovernanceRepositoryAPI().getMetaDataDataSources(jobType);
+    public Map<String, DataSourceProperties> load(final PipelineContextKey contextKey, final JobType jobType) {
+        String dataSourcesProps = PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).getMetaDataDataSources(jobType);
         if (Strings.isNullOrEmpty(dataSourcesProps)) {
             return Collections.emptyMap();
         }
@@ -51,11 +52,11 @@ public final class PipelineDataSourcePersistService implements PipelineMetaDataP
     }
     
     @Override
-    public void persist(final JobType jobType, final Map<String, DataSourceProperties> dataSourcePropsMap) {
+    public void persist(final PipelineContextKey contextKey, final JobType jobType, final Map<String, DataSourceProperties> dataSourcePropsMap) {
         Map<String, Map<String, Object>> dataSourceMap = new LinkedHashMap<>(dataSourcePropsMap.size());
         for (Entry<String, DataSourceProperties> entry : dataSourcePropsMap.entrySet()) {
             dataSourceMap.put(entry.getKey(), swapper.swapToMap(entry.getValue()));
         }
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistMetaDataDataSources(jobType, YamlEngine.marshal(dataSourceMap));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).persistMetaDataDataSources(jobType, YamlEngine.marshal(dataSourceMap));
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistService.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistService.java
index b70655a18c4..11170f6b210 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistService.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistService.java
@@ -23,6 +23,7 @@ import org.apache.shardingsphere.data.pipeline.api.config.process.yaml.YamlPipel
 import org.apache.shardingsphere.data.pipeline.api.config.process.yaml.swapper.YamlPipelineProcessConfigurationSwapper;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineMetaDataPersistService;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 import org.apache.shardingsphere.infra.util.yaml.YamlEngine;
 
@@ -34,8 +35,8 @@ public final class PipelineProcessConfigurationPersistService implements Pipelin
     private final YamlPipelineProcessConfigurationSwapper swapper = new YamlPipelineProcessConfigurationSwapper();
     
     @Override
-    public PipelineProcessConfiguration load(final JobType jobType) {
-        String yamlText = PipelineAPIFactory.getGovernanceRepositoryAPI().getMetaDataProcessConfiguration(jobType);
+    public PipelineProcessConfiguration load(final PipelineContextKey contextKey, final JobType jobType) {
+        String yamlText = PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).getMetaDataProcessConfiguration(jobType);
         if (Strings.isNullOrEmpty(yamlText)) {
             return null;
         }
@@ -44,8 +45,8 @@ public final class PipelineProcessConfigurationPersistService implements Pipelin
     }
     
     @Override
-    public void persist(final JobType jobType, final PipelineProcessConfiguration processConfig) {
+    public void persist(final PipelineContextKey contextKey, final JobType jobType, final PipelineProcessConfiguration processConfig) {
         String yamlText = YamlEngine.marshal(swapper.swapToYamlConfiguration(processConfig));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistMetaDataProcessConfiguration(jobType, yamlText);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).persistMetaDataProcessConfiguration(jobType, yamlText);
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContext.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContext.java
index 5673a99a0e0..8f76f79b8fc 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContext.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContext.java
@@ -17,66 +17,19 @@
 
 package org.apache.shardingsphere.data.pipeline.core.context;
 
-import com.google.common.util.concurrent.ThreadFactoryBuilder;
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
 import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
 import org.apache.shardingsphere.mode.manager.ContextManager;
 
-import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
-
 /**
  * Pipeline context.
  */
+@RequiredArgsConstructor
+@Getter
 public final class PipelineContext {
     
-    private static volatile ModeConfiguration modeConfig;
-    
-    private static volatile ContextManager contextManager;
-    
-    private static final ExecutorService EVENT_LISTENER_EXECUTOR = Executors.newCachedThreadPool(new ThreadFactoryBuilder().setDaemon(true).setNameFormat("Pipeline-EventListener-%d").build());
-    
-    /**
-     * Get mode configuration.
-     *
-     * @return mode configuration
-     */
-    public static ModeConfiguration getModeConfig() {
-        return modeConfig;
-    }
-    
-    /**
-     * Initialize mode configuration.
-     *
-     * @param modeConfig configuration
-     */
-    public static void initModeConfig(final ModeConfiguration modeConfig) {
-        PipelineContext.modeConfig = modeConfig;
-    }
-    
-    /**
-     * Get context manager.
-     *
-     * @return context manager
-     */
-    public static ContextManager getContextManager() {
-        return contextManager;
-    }
-    
-    /**
-     * Initialize context manager.
-     *
-     * @param contextManager context manager
-     */
-    public static void initContextManager(final ContextManager contextManager) {
-        PipelineContext.contextManager = contextManager;
-    }
+    private final ModeConfiguration modeConfig;
     
-    /**
-     * Get pipeline executor.
-     *
-     * @return pipeline executor
-     */
-    public static ExecutorService getEventListenerExecutor() {
-        return EVENT_LISTENER_EXECUTOR;
-    }
+    private final ContextManager contextManager;
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKey.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKey.java
new file mode 100644
index 00000000000..238eb25013a
--- /dev/null
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKey.java
@@ -0,0 +1,88 @@
+/*
+ * 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.shardingsphere.data.pipeline.core.context;
+
+import lombok.AccessLevel;
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+
+import java.util.Objects;
+
+/**
+ * Pipeline context key.
+ */
+@RequiredArgsConstructor(access = AccessLevel.PRIVATE)
+@Getter
+public final class PipelineContextKey {
+    
+    private final InstanceType instanceType;
+    
+    private final String databaseName;
+    
+    /**
+     * Build context key.
+     *
+     * @param instanceType instance type
+     * @param databaseName database name
+     * @return context key
+     */
+    public static PipelineContextKey build(final InstanceType instanceType, final String databaseName) {
+        return new PipelineContextKey(instanceType, databaseName);
+    }
+    
+    /**
+     * Build context key for proxy.
+     *
+     * @return context key
+     */
+    public static PipelineContextKey buildForProxy() {
+        return new PipelineContextKey(InstanceType.PROXY, "");
+    }
+    
+    /**
+     * Build context key for proxy.
+     *
+     * @param databaseName database name
+     * @return context key
+     */
+    public static PipelineContextKey buildForProxy(final String databaseName) {
+        return new PipelineContextKey(InstanceType.PROXY, databaseName);
+    }
+    
+    @Override
+    public boolean equals(final Object o) {
+        if (this == o) {
+            return true;
+        }
+        if (o == null || getClass() != o.getClass()) {
+            return false;
+        }
+        final PipelineContextKey that = (PipelineContextKey) o;
+        return instanceType == that.instanceType && Objects.equals(filterDatabaseName(this), filterDatabaseName(that));
+    }
+    
+    private static String filterDatabaseName(final PipelineContextKey contextKey) {
+        return contextKey.getInstanceType() == InstanceType.PROXY ? "" : contextKey.getDatabaseName();
+    }
+    
+    @Override
+    public int hashCode() {
+        return Objects.hash(instanceType, filterDatabaseName(this));
+    }
+}
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextManager.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextManager.java
new file mode 100644
index 00000000000..2f5f0d87528
--- /dev/null
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextManager.java
@@ -0,0 +1,67 @@
+/*
+ * 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.shardingsphere.data.pipeline.core.context;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * Pipeline context manager.
+ */
+public final class PipelineContextManager {
+    
+    private static final Map<PipelineContextKey, PipelineContext> CONTEXT_MAP = new ConcurrentHashMap<>();
+    
+    /**
+     * Get context.
+     *
+     * @param key key
+     * @return context
+     */
+    public static PipelineContext getContext(final PipelineContextKey key) {
+        return CONTEXT_MAP.get(key);
+    }
+    
+    /**
+     * Get context.
+     *
+     * @return context
+     */
+    public static PipelineContext getProxyContext() {
+        return CONTEXT_MAP.get(PipelineContextKey.buildForProxy());
+    }
+    
+    /**
+     * Put context.
+     *
+     * @param key key
+     * @param context context
+     */
+    public static void putContext(final PipelineContextKey key, final PipelineContext context) {
+        CONTEXT_MAP.put(key, context);
+    }
+    
+    /**
+     * Remove context.
+     *
+     * @param key key
+     */
+    public static void removeContext(final PipelineContextKey key) {
+        CONTEXT_MAP.remove(key);
+    }
+}
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/execute/PipelineJobWorker.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/execute/PipelineJobWorker.java
deleted file mode 100644
index 6a9061539b1..00000000000
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/execute/PipelineJobWorker.java
+++ /dev/null
@@ -1,50 +0,0 @@
-/*
- * 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.shardingsphere.data.pipeline.core.execute;
-
-import lombok.extern.slf4j.Slf4j;
-
-import java.util.concurrent.atomic.AtomicBoolean;
-import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNodeWatcher;
-
-/**
- * Pipeline job worker.
- */
-@Slf4j
-public final class PipelineJobWorker {
-    
-    private static final AtomicBoolean WORKER_INITIALIZED = new AtomicBoolean(false);
-    
-    /**
-     * Initialize job worker.
-     */
-    public static void initialize() {
-        if (WORKER_INITIALIZED.get()) {
-            return;
-        }
-        synchronized (WORKER_INITIALIZED) {
-            if (WORKER_INITIALIZED.get()) {
-                return;
-            }
-            log.info("start worker initialization");
-            PipelineMetaDataNodeWatcher.getInstance();
-            WORKER_INITIALIZED.set(true);
-            log.info("worker initialization done");
-        }
-    }
-}
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJob.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJob.java
index 5fcf64b5522..966f32c3138 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJob.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJob.java
@@ -100,8 +100,9 @@ public abstract class AbstractPipelineJob implements PipelineJob {
             log.warn("shardingItem {} tasks runner exists, ignore", shardingItem);
             return false;
         }
-        PipelineJobProgressPersistService.addJobProgressPersistContext(getJobId(), shardingItem);
-        PipelineDistributedBarrier.getInstance().persistEphemeralChildrenNode(PipelineMetaDataNode.getJobBarrierEnablePath(getJobId()), shardingItem);
+        String jobId = tasksRunner.getJobItemContext().getJobId();
+        PipelineJobProgressPersistService.addJobProgressPersistContext(jobId, shardingItem);
+        PipelineDistributedBarrier.getInstance(PipelineJobIdUtils.parseContextKey(jobId)).persistEphemeralChildrenNode(PipelineMetaDataNode.getJobBarrierEnablePath(jobId), shardingItem);
         return true;
     }
     
@@ -121,12 +122,13 @@ public abstract class AbstractPipelineJob implements PipelineJob {
         for (PipelineTasksRunner each : tasksRunnerMap.values()) {
             each.stop();
         }
-        Optional<ElasticJobListener> pipelineJobListener = ElasticJobServiceLoader.getCachedTypedServiceInstance(ElasticJobListener.class, PipelineElasticJobListener.class.getName());
-        pipelineJobListener.ifPresent(jobListener -> awaitJobStopped((PipelineElasticJobListener) jobListener, jobId, TimeUnit.SECONDS.toMillis(2)));
-        if (null == jobBootstrap) {
-            return;
+        if (null != jobId) {
+            Optional<ElasticJobListener> pipelineJobListener = ElasticJobServiceLoader.getCachedTypedServiceInstance(ElasticJobListener.class, PipelineElasticJobListener.class.getName());
+            pipelineJobListener.ifPresent(jobListener -> awaitJobStopped((PipelineElasticJobListener) jobListener, jobId, TimeUnit.SECONDS.toMillis(2)));
+        }
+        if (null != jobBootstrap) {
+            jobBootstrap.shutdown();
         }
-        jobBootstrap.shutdown();
     }
     
     private void awaitJobStopped(final PipelineElasticJobListener jobListener, final String jobId, final long timeoutMillis) {
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJobId.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJobId.java
index 96a75df0559..926402a2574 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJobId.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/AbstractPipelineJobId.java
@@ -17,9 +17,9 @@
 
 package org.apache.shardingsphere.data.pipeline.core.job;
 
-import com.google.common.base.Preconditions;
 import lombok.Getter;
 import org.apache.shardingsphere.data.pipeline.api.job.PipelineJobId;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 
 /**
@@ -28,18 +28,19 @@ import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 @Getter
 public abstract class AbstractPipelineJobId implements PipelineJobId {
     
+    public static final String CURRENT_VERSION = "02";
+    
     private final JobType jobType;
     
-    private final String formatVersion;
+    private final PipelineContextKey contextKey;
     
-    public AbstractPipelineJobId(final JobType jobType, final String formatVersion) {
+    public AbstractPipelineJobId(final JobType jobType, final PipelineContextKey contextKey) {
         this.jobType = jobType;
-        Preconditions.checkArgument(2 == formatVersion.length(), "formatVersion length is not 2");
-        this.formatVersion = formatVersion;
+        this.contextKey = contextKey;
     }
     
     @Override
-    public final String getJobTypeCode() {
-        return jobType.getTypeCode();
+    public String getFormatVersion() {
+        return CURRENT_VERSION;
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtils.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtils.java
index e82549caec3..32c87b92605 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtils.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtils.java
@@ -18,11 +18,20 @@
 package org.apache.shardingsphere.data.pipeline.core.job;
 
 import com.google.common.base.Preconditions;
+import com.google.common.primitives.Shorts;
 import lombok.AccessLevel;
 import lombok.NoArgsConstructor;
+import lombok.SneakyThrows;
+import org.apache.commons.codec.DecoderException;
+import org.apache.commons.codec.binary.Hex;
 import org.apache.shardingsphere.data.pipeline.api.job.PipelineJobId;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.job.util.InstanceTypeUtil;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
 import org.apache.shardingsphere.data.pipeline.spi.job.JobTypeFactory;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+
+import java.nio.charset.StandardCharsets;
 
 /**
  * Pipeline job id utility class.
@@ -37,7 +46,12 @@ public final class PipelineJobIdUtils {
      * @return job id common prefix
      */
     public static String marshalJobIdCommonPrefix(final PipelineJobId pipelineJobId) {
-        return 'j' + pipelineJobId.getJobTypeCode() + pipelineJobId.getFormatVersion();
+        InstanceType instanceType = pipelineJobId.getContextKey().getInstanceType();
+        String databaseName = instanceType == InstanceType.PROXY ? "" : pipelineJobId.getContextKey().getDatabaseName();
+        String databaseNameHex = Hex.encodeHexString(databaseName.getBytes(StandardCharsets.UTF_8), true);
+        String databaseNameLengthHex = Hex.encodeHexString(Shorts.toByteArray((short) databaseNameHex.length()), true);
+        char encodedInstanceType = InstanceTypeUtil.encode(instanceType);
+        return 'j' + pipelineJobId.getJobType().getTypeCode() + pipelineJobId.getFormatVersion() + encodedInstanceType + databaseNameLengthHex + databaseNameHex;
     }
     
     /**
@@ -47,9 +61,30 @@ public final class PipelineJobIdUtils {
      * @return job type
      */
     public static JobType parseJobType(final String jobId) {
-        Preconditions.checkArgument(jobId.length() > 3, "Invalid jobId length, jobId=%s", jobId);
-        Preconditions.checkArgument('j' == jobId.charAt(0), "Invalid jobId, first char=%s", jobId.charAt(0));
+        verifyJobId(jobId);
         String typeCode = jobId.substring(1, 3);
         return JobTypeFactory.getInstance(typeCode);
     }
+    
+    private static void verifyJobId(final String jobId) {
+        Preconditions.checkArgument(jobId.length() > 10, "Invalid job id length, job id: `%s`", jobId);
+        Preconditions.checkArgument('j' == jobId.charAt(0), "Invalid job id, first char: `%s`", jobId.charAt(0));
+    }
+    
+    /**
+     * Parse context key.
+     *
+     * @param jobId job id
+     * @return pipeline context key
+     */
+    @SneakyThrows(DecoderException.class)
+    public static PipelineContextKey parseContextKey(final String jobId) {
+        verifyJobId(jobId);
+        String formatVersion = jobId.substring(3, 5);
+        Preconditions.checkArgument(AbstractPipelineJobId.CURRENT_VERSION.equals(formatVersion), "Format version doesn't match, format version: " + formatVersion);
+        char instanceType = jobId.charAt(5);
+        short databaseNameLength = Shorts.fromByteArray(Hex.decodeHex(jobId.substring(6, 10)));
+        String databaseName = new String(Hex.decodeHex(jobId.substring(10, 10 + databaseNameLength)), StandardCharsets.UTF_8);
+        return PipelineContextKey.build(InstanceTypeUtil.decode(instanceType), databaseName);
+    }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtil.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtil.java
new file mode 100644
index 00000000000..d79405b1ce0
--- /dev/null
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtil.java
@@ -0,0 +1,65 @@
+/*
+ * 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.shardingsphere.data.pipeline.core.job.util;
+
+import lombok.AccessLevel;
+import lombok.NoArgsConstructor;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+
+/**
+ * Instance type util.
+ */
+@NoArgsConstructor(access = AccessLevel.PRIVATE)
+public final class InstanceTypeUtil {
+    
+    /**
+     * Encode instance type.
+     *
+     * @param instanceType instance type
+     * @return encoded instance type
+     * @throws UnsupportedOperationException if instance type is unknown
+     */
+    public static char encode(final InstanceType instanceType) {
+        switch (instanceType) {
+            case PROXY:
+                return 'p';
+            case JDBC:
+                return 'j';
+            default:
+                throw new UnsupportedOperationException("Unknown instance type: " + instanceType);
+        }
+    }
+    
+    /**
+     * Decode instance type.
+     *
+     * @param instanceType instance type
+     * @return decoded instance type
+     * @throws UnsupportedOperationException if instance type is unknown
+     */
+    public static InstanceType decode(final char instanceType) {
+        switch (instanceType) {
+            case 'p':
+                return InstanceType.PROXY;
+            case 'j':
+                return InstanceType.JDBC;
+            default:
+                throw new UnsupportedOperationException("Unknown instance type: " + instanceType);
+        }
+    }
+}
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/PipelineContextManagerLifecycleListener.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/PipelineContextManagerLifecycleListener.java
index 864c16f0aa8..b0191bf3101 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/PipelineContextManagerLifecycleListener.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/PipelineContextManagerLifecycleListener.java
@@ -19,10 +19,14 @@ package org.apache.shardingsphere.data.pipeline.core.listener;
 
 import lombok.extern.slf4j.Slf4j;
 import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
-import org.apache.shardingsphere.data.pipeline.core.execute.PipelineJobWorker;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
+import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNodeWatcher;
 import org.apache.shardingsphere.elasticjob.infra.listener.ElasticJobListener;
 import org.apache.shardingsphere.elasticjob.infra.spi.ElasticJobServiceLoader;
 import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
+import org.apache.shardingsphere.infra.database.DefaultDatabase;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.apache.shardingsphere.mode.manager.ContextManager;
 import org.apache.shardingsphere.mode.manager.listener.ContextManagerLifecycleListener;
 
@@ -33,7 +37,7 @@ import org.apache.shardingsphere.mode.manager.listener.ContextManagerLifecycleLi
 public final class PipelineContextManagerLifecycleListener implements ContextManagerLifecycleListener {
     
     @Override
-    public void onInitialized(final ModeConfiguration modeConfig, final ContextManager contextManager) {
+    public void onInitialized(final InstanceType instanceType, final String databaseName, final ModeConfiguration modeConfig, final ContextManager contextManager) {
         if (null == modeConfig) {
             return;
         }
@@ -41,9 +45,18 @@ public final class PipelineContextManagerLifecycleListener implements ContextMan
             log.info("mode type is not Cluster, mode type='{}', ignore", modeConfig.getType());
             return;
         }
-        PipelineContext.initModeConfig(modeConfig);
-        PipelineContext.initContextManager(contextManager);
-        PipelineJobWorker.initialize();
+        // TODO When StandalonePersistRepository is equivalent with ClusterPersistRepository, use STANDALONE mode in pipeline IT and remove this check.
+        if (DefaultDatabase.LOGIC_NAME.equals(databaseName)) {
+            return;
+        }
+        PipelineContextKey contextKey = PipelineContextKey.build(instanceType, databaseName);
+        PipelineContextManager.putContext(contextKey, new PipelineContext(modeConfig, contextManager));
+        PipelineMetaDataNodeWatcher.getInstance(contextKey);
         ElasticJobServiceLoader.registerTypedService(ElasticJobListener.class);
     }
+    
+    @Override
+    public void onDestroyed(final InstanceType instanceType, final String databaseName) {
+        PipelineContextManager.removeContext(PipelineContextKey.build(instanceType, databaseName));
+    }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/ShardingSphereDataContextManagerLifecycleListener.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/ShardingSphereDataContextManagerLifecycleListener.java
index f9f1ff1f5ce..eb310cff02e 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/ShardingSphereDataContextManagerLifecycleListener.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/listener/ShardingSphereDataContextManagerLifecycleListener.java
@@ -19,6 +19,7 @@ package org.apache.shardingsphere.data.pipeline.core.listener;
 
 import org.apache.shardingsphere.data.pipeline.core.execute.ShardingSphereDataJobWorker;
 import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.apache.shardingsphere.mode.manager.ContextManager;
 import org.apache.shardingsphere.mode.manager.listener.ContextManagerLifecycleListener;
 
@@ -28,13 +29,20 @@ import org.apache.shardingsphere.mode.manager.listener.ContextManagerLifecycleLi
 public final class ShardingSphereDataContextManagerLifecycleListener implements ContextManagerLifecycleListener {
     
     @Override
-    public void onInitialized(final ModeConfiguration modeConfig, final ContextManager contextManager) {
+    public void onInitialized(final InstanceType instanceType, final String databaseName, final ModeConfiguration modeConfig, final ContextManager contextManager) {
         if (null == modeConfig) {
             return;
         }
         if (!contextManager.getInstanceContext().isCluster()) {
             return;
         }
+        if (instanceType != InstanceType.PROXY) {
+            return;
+        }
         ShardingSphereDataJobWorker.initialize(contextManager);
     }
+    
+    @Override
+    public void onDestroyed(final InstanceType instanceType, final String databaseName) {
+    }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/PipelineMetaDataNodeWatcher.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/PipelineMetaDataNodeWatcher.java
index 05f836f406d..e3ec347c8d4 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/PipelineMetaDataNodeWatcher.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/PipelineMetaDataNodeWatcher.java
@@ -17,10 +17,11 @@
 
 package org.apache.shardingsphere.data.pipeline.core.metadata.node;
 
+import com.google.common.util.concurrent.ThreadFactoryBuilder;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.constant.DataPipelineConstants;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.event.handler.PipelineMetaDataChangedEventHandler;
 import org.apache.shardingsphere.infra.util.spi.ShardingSphereServiceLoader;
 import org.apache.shardingsphere.mode.repository.cluster.listener.DataChangedEvent;
@@ -29,6 +30,9 @@ import java.util.Map;
 import java.util.Map.Entry;
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 
@@ -38,18 +42,20 @@ import java.util.stream.Collectors;
 @Slf4j
 public final class PipelineMetaDataNodeWatcher {
     
-    private static final PipelineMetaDataNodeWatcher INSTANCE = new PipelineMetaDataNodeWatcher();
+    private static final Map<PipelineContextKey, PipelineMetaDataNodeWatcher> INSTANCE_MAP = new ConcurrentHashMap<>();
+    
+    private static final ExecutorService EVENT_LISTENER_EXECUTOR = Executors.newCachedThreadPool(new ThreadFactoryBuilder().setDaemon(true).setNameFormat("Pipeline-EventListener-%d").build());
     
     private final Map<Pattern, PipelineMetaDataChangedEventHandler> listenerMap = new ConcurrentHashMap<>();
     
-    private PipelineMetaDataNodeWatcher() {
+    private PipelineMetaDataNodeWatcher(final PipelineContextKey contextKey) {
         listenerMap.putAll(ShardingSphereServiceLoader.getServiceInstances(PipelineMetaDataChangedEventHandler.class)
                 .stream().collect(Collectors.toMap(PipelineMetaDataChangedEventHandler::getKeyPattern, each -> each, (key, value) -> value)));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().watch(DataPipelineConstants.DATA_PIPELINE_ROOT, this::dispatchEvent);
+        PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey).watch(DataPipelineConstants.DATA_PIPELINE_ROOT, this::dispatchEvent);
     }
     
     private void dispatchEvent(final DataChangedEvent event) {
-        CompletableFuture.runAsync(() -> dispatchEvent0(event), PipelineContext.getEventListenerExecutor()).whenComplete((unused, throwable) -> {
+        CompletableFuture.runAsync(() -> dispatchEvent0(event), EVENT_LISTENER_EXECUTOR).whenComplete((unused, throwable) -> {
             if (null != throwable) {
                 log.error("dispatch event failed", throwable);
             }
@@ -58,8 +64,10 @@ public final class PipelineMetaDataNodeWatcher {
     
     private void dispatchEvent0(final DataChangedEvent event) {
         for (Entry<Pattern, PipelineMetaDataChangedEventHandler> entry : listenerMap.entrySet()) {
-            if (entry.getKey().matcher(event.getKey()).matches()) {
-                entry.getValue().handle(event);
+            Matcher matcher = entry.getKey().matcher(event.getKey());
+            if (matcher.matches()) {
+                String jobId = matcher.group(1);
+                entry.getValue().handle(jobId, event);
                 return;
             }
         }
@@ -68,9 +76,21 @@ public final class PipelineMetaDataNodeWatcher {
     /**
      * Get instance.
      *
+     * @param contextKey context key
      * @return instance
      */
-    public static PipelineMetaDataNodeWatcher getInstance() {
-        return INSTANCE;
+    public static PipelineMetaDataNodeWatcher getInstance(final PipelineContextKey contextKey) {
+        PipelineMetaDataNodeWatcher result = INSTANCE_MAP.get(contextKey);
+        if (null != result) {
+            return result;
+        }
+        synchronized (INSTANCE_MAP) {
+            result = INSTANCE_MAP.get(contextKey);
+            if (null == result) {
+                result = new PipelineMetaDataNodeWatcher(contextKey);
+                INSTANCE_MAP.put(contextKey, result);
+            }
+        }
+        return result;
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/config/processor/impl/AbstractChangedJobConfigurationProcessor.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/config/processor/impl/AbstractChangedJobConfigurationProcessor.java
index 3c0a749f191..223a73b2aa8 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/config/processor/impl/AbstractChangedJobConfigurationProcessor.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/config/processor/impl/AbstractChangedJobConfigurationProcessor.java
@@ -21,6 +21,7 @@ import lombok.extern.slf4j.Slf4j;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.job.AbstractPipelineJob;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobCenter;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.config.processor.ChangedJobConfigurationProcessor;
 import org.apache.shardingsphere.data.pipeline.core.util.PipelineDistributedBarrier;
@@ -69,8 +70,9 @@ public abstract class AbstractChangedJobConfigurationProcessor implements Change
     
     protected void onDisabled(final JobConfiguration jobConfig, final Collection<Integer> jobItems) {
         String jobId = jobConfig.getJobName();
+        PipelineDistributedBarrier distributedBarrier = PipelineDistributedBarrier.getInstance(PipelineJobIdUtils.parseContextKey(jobId));
         for (Integer each : jobItems) {
-            PipelineDistributedBarrier.getInstance().persistEphemeralChildrenNode(PipelineMetaDataNode.getJobBarrierDisablePath(jobId), each);
+            distributedBarrier.persistEphemeralChildrenNode(PipelineMetaDataNode.getJobBarrierDisablePath(jobId), each);
         }
     }
     
@@ -78,8 +80,9 @@ public abstract class AbstractChangedJobConfigurationProcessor implements Change
     
     protected void executeJob(final JobConfiguration jobConfig) {
         AbstractPipelineJob job = buildPipelineJob();
-        PipelineJobCenter.addJob(jobConfig.getJobName(), job);
-        OneOffJobBootstrap oneOffJobBootstrap = new OneOffJobBootstrap(PipelineAPIFactory.getRegistryCenter(), job, jobConfig);
+        String jobId = jobConfig.getJobName();
+        PipelineJobCenter.addJob(jobId, job);
+        OneOffJobBootstrap oneOffJobBootstrap = new OneOffJobBootstrap(PipelineAPIFactory.getRegistryCenter(PipelineJobIdUtils.parseContextKey(jobId)), job, jobConfig);
         job.setJobBootstrap(oneOffJobBootstrap);
         oneOffJobBootstrap.execute();
     }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/PipelineMetaDataChangedEventHandler.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/PipelineMetaDataChangedEventHandler.java
index 4b8bde727c7..7b372e910ae 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/PipelineMetaDataChangedEventHandler.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/PipelineMetaDataChangedEventHandler.java
@@ -38,7 +38,8 @@ public interface PipelineMetaDataChangedEventHandler {
     /**
      * Handle meta data changed event.
      *
+     * @param jobId job id
      * @param event changed event
      */
-    void handle(DataChangedEvent event);
+    void handle(String jobId, DataChangedEvent event);
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/BarrierMetaDataChangedEventHandler.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/BarrierMetaDataChangedEventHandler.java
index 8752b3b3170..e2551b72d36 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/BarrierMetaDataChangedEventHandler.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/BarrierMetaDataChangedEventHandler.java
@@ -17,6 +17,7 @@
 
 package org.apache.shardingsphere.data.pipeline.core.metadata.node.event.handler.impl;
 
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.event.handler.PipelineMetaDataChangedEventHandler;
 import org.apache.shardingsphere.data.pipeline.core.util.PipelineDistributedBarrier;
@@ -36,9 +37,9 @@ public final class BarrierMetaDataChangedEventHandler implements PipelineMetaDat
     }
     
     @Override
-    public void handle(final DataChangedEvent event) {
+    public void handle(final String jobId, final DataChangedEvent event) {
         if (event.getType() == Type.ADDED) {
-            PipelineDistributedBarrier.getInstance().notifyChildrenNodeCountCheck(event.getKey());
+            PipelineDistributedBarrier.getInstance(PipelineJobIdUtils.parseContextKey(jobId)).notifyChildrenNodeCountCheck(event.getKey());
         }
     }
 }
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/ConfigMetaDataChangedEventHandler.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/ConfigMetaDataChangedEventHandler.java
index 670cff12971..a97a3bbe673 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/ConfigMetaDataChangedEventHandler.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/metadata/node/event/handler/impl/ConfigMetaDataChangedEventHandler.java
@@ -42,7 +42,7 @@ public final class ConfigMetaDataChangedEventHandler implements PipelineMetaData
     }
     
     @Override
-    public void handle(final DataChangedEvent event) {
+    public void handle(final String jobId, final DataChangedEvent event) {
         JobConfiguration jobConfig;
         try {
             jobConfig = YamlEngine.unmarshal(event.getValue(), JobConfigurationPOJO.class, true).toJobConfiguration();
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/prepare/PipelineJobPreparerUtils.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/prepare/PipelineJobPreparerUtils.java
index 0ce58b42331..d7739c3e3fc 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/prepare/PipelineJobPreparerUtils.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/prepare/PipelineJobPreparerUtils.java
@@ -28,7 +28,6 @@ import org.apache.shardingsphere.data.pipeline.api.datasource.config.impl.Standa
 import org.apache.shardingsphere.data.pipeline.api.ingest.position.IngestPosition;
 import org.apache.shardingsphere.data.pipeline.api.job.progress.JobItemIncrementalTasksProgress;
 import org.apache.shardingsphere.data.pipeline.core.check.datasource.BasicDataSourceChecker;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
 import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.DataSourcePreparer;
 import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.PrepareTargetSchemasParameter;
 import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.PrepareTargetTablesParameter;
@@ -43,6 +42,7 @@ import org.apache.shardingsphere.infra.datasource.props.DataSourceProperties;
 import org.apache.shardingsphere.infra.metadata.ShardingSphereMetaData;
 import org.apache.shardingsphere.infra.metadata.database.ShardingSphereDatabase;
 import org.apache.shardingsphere.infra.parser.SQLParserEngine;
+import org.apache.shardingsphere.infra.util.spi.type.typed.TypedSPILoader;
 import org.apache.shardingsphere.infra.yaml.config.swapper.resource.YamlDataSourceConfigurationSwapper;
 import org.apache.shardingsphere.parser.rule.SQLParserRule;
 
@@ -64,6 +64,10 @@ public final class PipelineJobPreparerUtils {
      * @return true if supported, otherwise false
      */
     public static boolean isIncrementalSupported(final String databaseType) {
+        // TODO H2 doesn't support incremental, but H2DatabaseType.getTrunkDatabaseType() is MySQL. Ignore trunk database type for H2 for now.
+        if ("H2".equalsIgnoreCase(databaseType)) {
+            return TypedSPILoader.findService(IncrementalDumperCreator.class, databaseType).isPresent();
+        }
         return PipelineTypedSPILoader.findDatabaseTypedService(IncrementalDumperCreator.class, databaseType).isPresent();
     }
     
@@ -86,11 +90,11 @@ public final class PipelineJobPreparerUtils {
     /**
      * Get SQL parser engine.
      *
+     * @param metaData meta data
      * @param targetDatabaseName target database name
      * @return SQL parser engine
      */
-    public static SQLParserEngine getSQLParserEngine(final String targetDatabaseName) {
-        ShardingSphereMetaData metaData = PipelineContext.getContextManager().getMetaDataContexts().getMetaData();
+    public static SQLParserEngine getSQLParserEngine(final ShardingSphereMetaData metaData, final String targetDatabaseName) {
         ShardingSphereDatabase database = metaData.getDatabase(targetDatabaseName);
         DatabaseType databaseType = database.getProtocolType();
         if (databaseType instanceof BranchDatabaseType) {
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/registry/CoordinatorRegistryCenterInitializer.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/registry/CoordinatorRegistryCenterInitializer.java
index cb44d79c55c..36db76a53f1 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/registry/CoordinatorRegistryCenterInitializer.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/registry/CoordinatorRegistryCenterInitializer.java
@@ -17,7 +17,6 @@
 
 package org.apache.shardingsphere.data.pipeline.core.registry;
 
-import com.google.common.base.Preconditions;
 import org.apache.shardingsphere.elasticjob.reg.base.CoordinatorRegistryCenter;
 import org.apache.shardingsphere.elasticjob.reg.zookeeper.ZookeeperConfiguration;
 import org.apache.shardingsphere.elasticjob.reg.zookeeper.ZookeeperRegistryCenter;
@@ -34,16 +33,15 @@ import java.util.Properties;
 public final class CoordinatorRegistryCenterInitializer {
     
     /**
-     * Create registry center instance.
+     * Create ZooKeeper registry center instance.
      *
      * @param modeConfig mode configuration
      * @param namespaceRelativePath namespace relative path
      * @return registry center instance
      */
-    public CoordinatorRegistryCenter createRegistryCenter(final ModeConfiguration modeConfig, final String namespaceRelativePath) {
+    public CoordinatorRegistryCenter createZookeeperRegistryCenter(final ModeConfiguration modeConfig, final String namespaceRelativePath) {
         ClusterPersistRepositoryConfiguration repositoryConfig = (ClusterPersistRepositoryConfiguration) modeConfig.getRepository();
-        String clusterType = modeConfig.getRepository().getType();
-        Preconditions.checkArgument("ZooKeeper".equals(clusterType), "Unsupported cluster type `%s`", clusterType);
+        // TODO Add registry center cache. Refer to RegistryCenterFactory.createCoordinatorRegistryCenter
         CoordinatorRegistryCenter result = new ZookeeperRegistryCenter(getZookeeperConfig(repositoryConfig, namespaceRelativePath));
         result.init();
         return result;
diff --git a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/util/PipelineDistributedBarrier.java b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/util/PipelineDistributedBarrier.java
index 90aca859bb9..16998486400 100644
--- a/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/util/PipelineDistributedBarrier.java
+++ b/kernel/data-pipeline/core/src/main/java/org/apache/shardingsphere/data/pipeline/core/util/PipelineDistributedBarrier.java
@@ -20,13 +20,13 @@ package org.apache.shardingsphere.data.pipeline.core.util;
 import com.google.common.base.Strings;
 import lombok.AccessLevel;
 import lombok.Getter;
-import lombok.NoArgsConstructor;
 import lombok.RequiredArgsConstructor;
 import lombok.SneakyThrows;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.concurrent.ConcurrentException;
 import org.apache.commons.lang3.concurrent.LazyInitializer;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.mode.repository.cluster.ClusterPersistRepository;
 
 import java.util.Map;
@@ -37,34 +37,36 @@ import java.util.concurrent.TimeUnit;
 /**
  * Pipeline distributed barrier.
  */
+@RequiredArgsConstructor(access = AccessLevel.PRIVATE)
 @Slf4j
-@NoArgsConstructor(access = AccessLevel.PRIVATE)
 public final class PipelineDistributedBarrier {
     
-    private static final PipelineDistributedBarrier INSTANCE = new PipelineDistributedBarrier();
+    private static final Map<PipelineContextKey, PipelineDistributedBarrier> INSTANCE_MAP = new ConcurrentHashMap<>();
     
-    private static final LazyInitializer<ClusterPersistRepository> REPOSITORY_LAZY_INITIALIZER = new LazyInitializer<ClusterPersistRepository>() {
-        
-        @Override
-        protected ClusterPersistRepository initialize() {
-            return (ClusterPersistRepository) PipelineContext.getContextManager().getMetaDataContexts().getPersistService().getRepository();
-        }
-    };
+    private final PipelineContextKey contextKey;
+    
+    private final LazyInitializer<ClusterPersistRepository> repositoryLazyInitializer = new PersistRepositoryLazyInitializer();
     
     private final Map<String, InnerCountDownLatchHolder> countDownLatchHolders = new ConcurrentHashMap<>();
     
     /**
      * Get instance.
      *
+     * @param contextKey context key
      * @return instance
      */
-    public static PipelineDistributedBarrier getInstance() {
-        return INSTANCE;
+    public static PipelineDistributedBarrier getInstance(final PipelineContextKey contextKey) {
+        PipelineDistributedBarrier result = INSTANCE_MAP.get(contextKey);
+        if (null != result) {
+            return result;
+        }
+        INSTANCE_MAP.computeIfAbsent(contextKey, PipelineDistributedBarrier::new);
+        return INSTANCE_MAP.get(contextKey);
     }
     
     @SneakyThrows(ConcurrentException.class)
-    private static ClusterPersistRepository getRepository() {
-        return REPOSITORY_LAZY_INITIALIZER.get();
+    private ClusterPersistRepository getRepository() {
+        return repositoryLazyInitializer.get();
     }
     
     /**
@@ -154,4 +156,13 @@ public final class PipelineDistributedBarrier {
         
         private final CountDownLatch countDownLatch;
     }
+    
+    @RequiredArgsConstructor
+    private final class PersistRepositoryLazyInitializer extends LazyInitializer<ClusterPersistRepository> {
+        
+        @Override
+        protected ClusterPersistRepository initialize() {
+            return (ClusterPersistRepository) PipelineContextManager.getContext(contextKey).getContextManager().getMetaDataContexts().getPersistService().getRepository();
+        }
+    }
 }
diff --git a/kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKeyTest.java b/kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKeyTest.java
new file mode 100644
index 00000000000..3424a591cf8
--- /dev/null
+++ b/kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/context/PipelineContextKeyTest.java
@@ -0,0 +1,46 @@
+/*
+ * 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.shardingsphere.data.pipeline.core.context;
+
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.CoreMatchers.is;
+import static org.hamcrest.MatcherAssert.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+final class PipelineContextKeyTest {
+    
+    @Test
+    void assertHashCodeEqualsForProxyMode() {
+        PipelineContextKey contextKey1 = PipelineContextKey.build(InstanceType.PROXY, null);
+        PipelineContextKey contextKey2 = PipelineContextKey.build(InstanceType.PROXY, "sharding_db");
+        assertThat(contextKey1.hashCode(), is(contextKey2.hashCode()));
+        assertEquals(contextKey1, contextKey2);
+    }
+    
+    @Test
+    void assertHashCodeEqualsForJdbcMode() {
+        PipelineContextKey contextKey1 = PipelineContextKey.build(InstanceType.JDBC, "logic_db");
+        PipelineContextKey contextKey2 = PipelineContextKey.build(InstanceType.JDBC, "sharding_db");
+        assertTrue(contextKey1.hashCode() != contextKey2.hashCode());
+        assertNotEquals(contextKey1, contextKey2);
+    }
+}
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java b/kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtilTest.java
similarity index 61%
copy from kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java
copy to kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtilTest.java
index abcbdf584c5..27e6325604d 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java
+++ b/kernel/data-pipeline/core/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/util/InstanceTypeUtilTest.java
@@ -15,23 +15,20 @@
  * limitations under the License.
  */
 
-package org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.api.pojo;
+package org.apache.shardingsphere.data.pipeline.core.job.util;
 
-import lombok.Getter;
-import lombok.RequiredArgsConstructor;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+import org.junit.jupiter.api.Test;
 
-import java.util.Properties;
+import static org.hamcrest.CoreMatchers.is;
+import static org.hamcrest.MatcherAssert.assertThat;
 
-/**
- * Create consistency check job parameter.
- */
-@RequiredArgsConstructor
-@Getter
-public final class CreateConsistencyCheckJobParameter {
-    
-    private final String jobId;
-    
-    private final String algorithmTypeName;
+final class InstanceTypeUtilTest {
     
-    private final Properties algorithmProps;
+    @Test
+    void assertEncodeAndDecode() {
+        for (InstanceType each : InstanceType.values()) {
+            assertThat(InstanceTypeUtil.decode(InstanceTypeUtil.encode(each)), is(each));
+        }
+    }
 }
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/cdc/distsql/handler/query/ShowStreamingListExecutor.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/cdc/distsql/handler/query/ShowStreamingListExecutor.java
index 33587a16c32..7af5edb8400 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/cdc/distsql/handler/query/ShowStreamingListExecutor.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/cdc/distsql/handler/query/ShowStreamingListExecutor.java
@@ -20,6 +20,7 @@ package org.apache.shardingsphere.cdc.distsql.handler.query;
 import org.apache.shardingsphere.cdc.distsql.statement.ShowStreamingListStatement;
 import org.apache.shardingsphere.data.pipeline.api.pojo.TableBasedPipelineJobInfo;
 import org.apache.shardingsphere.data.pipeline.cdc.api.impl.CDCJobAPI;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.distsql.handler.ral.query.QueryableRALExecutor;
 import org.apache.shardingsphere.infra.merge.result.impl.local.LocalDataQueryResultRow;
 
@@ -37,7 +38,7 @@ public final class ShowStreamingListExecutor implements QueryableRALExecutor<Sho
     
     @Override
     public Collection<LocalDataQueryResultRow> getRows(final ShowStreamingListStatement sqlStatement) {
-        return jobAPI.list().stream().map(each -> new LocalDataQueryResultRow(each.getJobMetaData().getJobId(),
+        return jobAPI.list(PipelineContextKey.buildForProxy()).stream().map(each -> new LocalDataQueryResultRow(each.getJobMetaData().getJobId(),
                 ((TableBasedPipelineJobInfo) each).getDatabaseName(), ((TableBasedPipelineJobInfo) each).getTable(),
                 each.getJobMetaData().getJobItemCount(), each.getJobMetaData().isActive() ? Boolean.TRUE.toString() : Boolean.FALSE.toString(),
                 each.getJobMetaData().getCreateTime(), Optional.ofNullable(each.getJobMetaData().getStopTime()).orElse(""))).collect(Collectors.toList());
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationListExecutor.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationListExecutor.java
index 17818d37b24..7824fbbc67b 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationListExecutor.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationListExecutor.java
@@ -18,6 +18,7 @@
 package org.apache.shardingsphere.migration.distsql.handler.query;
 
 import org.apache.shardingsphere.data.pipeline.api.pojo.TableBasedPipelineJobInfo;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.distsql.handler.ral.query.QueryableRALExecutor;
 import org.apache.shardingsphere.infra.merge.result.impl.local.LocalDataQueryResultRow;
@@ -36,7 +37,7 @@ public final class ShowMigrationListExecutor implements QueryableRALExecutor<Sho
     
     @Override
     public Collection<LocalDataQueryResultRow> getRows(final ShowMigrationListStatement sqlStatement) {
-        return jobAPI.list().stream().map(each -> new LocalDataQueryResultRow(each.getJobMetaData().getJobId(),
+        return jobAPI.list(PipelineContextKey.buildForProxy()).stream().map(each -> new LocalDataQueryResultRow(each.getJobMetaData().getJobId(),
                 ((TableBasedPipelineJobInfo) each).getTable(), each.getJobMetaData().getJobItemCount(),
                 each.getJobMetaData().isActive() ? Boolean.TRUE.toString() : Boolean.FALSE.toString(),
                 each.getJobMetaData().getCreateTime(), each.getJobMetaData().getStopTime())).collect(Collectors.toList());
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationSourceStorageUnitsExecutor.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationSourceStorageUnitsExecutor.java
index 2e89e65a3a3..b8d9c01a7a0 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationSourceStorageUnitsExecutor.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/query/ShowMigrationSourceStorageUnitsExecutor.java
@@ -17,6 +17,7 @@
 
 package org.apache.shardingsphere.migration.distsql.handler.query;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.distsql.handler.ral.query.QueryableRALExecutor;
 import org.apache.shardingsphere.infra.merge.result.impl.local.LocalDataQueryResultRow;
@@ -37,7 +38,7 @@ public final class ShowMigrationSourceStorageUnitsExecutor implements QueryableR
     
     @Override
     public Collection<LocalDataQueryResultRow> getRows(final ShowMigrationSourceStorageUnitsStatement sqlStatement) {
-        Iterator<Collection<Object>> data = jobAPI.listMigrationSourceResources().iterator();
+        Iterator<Collection<Object>> data = jobAPI.listMigrationSourceResources(PipelineContextKey.buildForProxy()).iterator();
         Collection<LocalDataQueryResultRow> result = new LinkedList<>();
         while (data.hasNext()) {
             result.add(new LocalDataQueryResultRow((List<Object>) data.next()));
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/MigrateTableUpdater.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/MigrateTableUpdater.java
index b0f84811ca0..bb367b44820 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/MigrateTableUpdater.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/MigrateTableUpdater.java
@@ -18,6 +18,7 @@
 package org.apache.shardingsphere.migration.distsql.handler.update;
 
 import lombok.extern.slf4j.Slf4j;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.MissingRequiredTargetDatabaseException;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.distsql.handler.ral.update.RALUpdater;
@@ -36,7 +37,7 @@ public final class MigrateTableUpdater implements RALUpdater<MigrateTableStateme
     public void executeUpdate(final String databaseName, final MigrateTableStatement sqlStatement) {
         String targetDatabaseName = null == sqlStatement.getTargetDatabaseName() ? databaseName : sqlStatement.getTargetDatabaseName();
         ShardingSpherePreconditions.checkNotNull(targetDatabaseName, MissingRequiredTargetDatabaseException::new);
-        jobAPI.createJobAndStart(new MigrateTableStatement(sqlStatement.getSourceTargetEntries(), targetDatabaseName));
+        jobAPI.createJobAndStart(PipelineContextKey.buildForProxy(), new MigrateTableStatement(sqlStatement.getSourceTargetEntries(), targetDatabaseName));
     }
     
     @Override
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/RegisterMigrationSourceStorageUnitUpdater.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/RegisterMigrationSourceStorageUnitUpdater.java
index b18b28afa5a..19207f135da 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/RegisterMigrationSourceStorageUnitUpdater.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/RegisterMigrationSourceStorageUnitUpdater.java
@@ -17,6 +17,7 @@
 
 package org.apache.shardingsphere.migration.distsql.handler.update;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.distsql.handler.ral.update.RALUpdater;
 import org.apache.shardingsphere.distsql.handler.validate.DataSourcePropertiesValidateHandler;
@@ -53,7 +54,7 @@ public final class RegisterMigrationSourceStorageUnitUpdater implements RALUpdat
         DatabaseType databaseType = DatabaseTypeEngine.getDatabaseType(urlBasedDataSourceSegment.getUrl());
         Map<String, DataSourceProperties> sourcePropertiesMap = DataSourceSegmentsConverter.convert(databaseType, dataSources);
         validateHandler.validate(sourcePropertiesMap);
-        jobAPI.addMigrationSourceResources(sourcePropertiesMap);
+        jobAPI.addMigrationSourceResources(PipelineContextKey.buildForProxy(), sourcePropertiesMap);
     }
     
     @Override
diff --git a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/UnregisterMigrationSourceStorageUnitUpdater.java b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/UnregisterMigrationSourceStorageUnitUpdater.java
index 9ea31556d53..91b4f2d89bc 100644
--- a/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/UnregisterMigrationSourceStorageUnitUpdater.java
+++ b/kernel/data-pipeline/distsql/handler/src/main/java/org/apache/shardingsphere/migration/distsql/handler/update/UnregisterMigrationSourceStorageUnitUpdater.java
@@ -17,6 +17,7 @@
 
 package org.apache.shardingsphere.migration.distsql.handler.update;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.distsql.handler.ral.update.RALUpdater;
 import org.apache.shardingsphere.migration.distsql.statement.UnregisterMigrationSourceStorageUnitStatement;
@@ -30,7 +31,7 @@ public final class UnregisterMigrationSourceStorageUnitUpdater implements RALUpd
     
     @Override
     public void executeUpdate(final String databaseName, final UnregisterMigrationSourceStorageUnitStatement sqlStatement) {
-        jobAPI.dropMigrationSourceResources(sqlStatement.getNames());
+        jobAPI.dropMigrationSourceResources(PipelineContextKey.buildForProxy(), sqlStatement.getNames());
     }
     
     @Override
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobId.java b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobId.java
index 085917dd0aa..f8c163cedb2 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobId.java
+++ b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobId.java
@@ -19,6 +19,7 @@ package org.apache.shardingsphere.data.pipeline.scenario.consistencycheck;
 
 import lombok.Getter;
 import lombok.ToString;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.job.AbstractPipelineJobId;
 import org.apache.shardingsphere.data.pipeline.core.job.type.ConsistencyCheckJobType;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.util.ConsistencyCheckSequence;
@@ -30,22 +31,20 @@ import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.util.Co
 @ToString(callSuper = true)
 public final class ConsistencyCheckJobId extends AbstractPipelineJobId {
     
-    public static final String CURRENT_VERSION = "01";
-    
     private final String parentJobId;
     
     private final int sequence;
     
-    public ConsistencyCheckJobId(final String parentJobId) {
-        this(parentJobId, ConsistencyCheckSequence.MIN_SEQUENCE);
+    public ConsistencyCheckJobId(final PipelineContextKey contextKey, final String parentJobId) {
+        this(contextKey, parentJobId, ConsistencyCheckSequence.MIN_SEQUENCE);
     }
     
-    public ConsistencyCheckJobId(final String parentJobId, final String latestCheckJobId) {
-        this(parentJobId, ConsistencyCheckSequence.getNextSequence(parseSequence(latestCheckJobId)));
+    public ConsistencyCheckJobId(final PipelineContextKey contextKey, final String parentJobId, final String latestCheckJobId) {
+        this(contextKey, parentJobId, ConsistencyCheckSequence.getNextSequence(parseSequence(latestCheckJobId)));
     }
     
-    public ConsistencyCheckJobId(final String parentJobId, final int sequence) {
-        super(new ConsistencyCheckJobType(), CURRENT_VERSION);
+    public ConsistencyCheckJobId(final PipelineContextKey contextKey, final String parentJobId, final int sequence) {
+        super(new ConsistencyCheckJobType(), contextKey);
         this.parentJobId = parentJobId;
         this.sequence = sequence > ConsistencyCheckSequence.MAX_SEQUENCE ? ConsistencyCheckSequence.MIN_SEQUENCE : sequence;
     }
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPI.java b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPI.java
index 2429e01439d..cd1c4de219a 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPI.java
+++ b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPI.java
@@ -37,6 +37,7 @@ import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineJobAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.impl.AbstractPipelineJobAPIImpl;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.ConsistencyCheckJobNotFoundException;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.UncompletedConsistencyCheckJobExistsException;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
@@ -97,8 +98,8 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
      * @throws UncompletedConsistencyCheckJobExistsException uncompleted consistency check job exists exception
      */
     public String createJobAndStart(final CreateConsistencyCheckJobParameter param) {
-        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
-        String parentJobId = param.getJobId();
+        String parentJobId = param.getParentJobId();
+        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId));
         Optional<String> latestCheckJobId = repositoryAPI.getLatestCheckJobId(parentJobId);
         if (latestCheckJobId.isPresent()) {
             Optional<ConsistencyCheckJobItemProgress> progress = getJobItemProgress(latestCheckJobId.get(), 0);
@@ -107,7 +108,8 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
                 throw new UncompletedConsistencyCheckJobExistsException(latestCheckJobId.get());
             }
         }
-        String result = marshalJobId(latestCheckJobId.map(s -> new ConsistencyCheckJobId(parentJobId, s)).orElseGet(() -> new ConsistencyCheckJobId(parentJobId)));
+        PipelineContextKey contextKey = PipelineJobIdUtils.parseContextKey(parentJobId);
+        String result = marshalJobId(latestCheckJobId.map(s -> new ConsistencyCheckJobId(contextKey, parentJobId, s)).orElseGet(() -> new ConsistencyCheckJobId(contextKey, parentJobId)));
         repositoryAPI.persistLatestCheckJobId(parentJobId, result);
         repositoryAPI.deleteCheckJobResult(parentJobId, result);
         dropJob(result);
@@ -123,15 +125,16 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
     /**
      * Get latest data consistency check result.
      *
-     * @param jobId job id
+     * @param parentJobId parent job id
      * @return latest data consistency check result
      */
-    public Map<String, DataConsistencyCheckResult> getLatestDataConsistencyCheckResult(final String jobId) {
-        Optional<String> latestCheckJobId = PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(jobId);
+    public Map<String, DataConsistencyCheckResult> getLatestDataConsistencyCheckResult(final String parentJobId) {
+        GovernanceRepositoryAPI governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId));
+        Optional<String> latestCheckJobId = governanceRepositoryAPI.getLatestCheckJobId(parentJobId);
         if (!latestCheckJobId.isPresent()) {
             return Collections.emptyMap();
         }
-        return PipelineAPIFactory.getGovernanceRepositoryAPI().getCheckJobResult(jobId, latestCheckJobId.get());
+        return governanceRepositoryAPI.getCheckJobResult(parentJobId, latestCheckJobId.get());
     }
     
     @Override
@@ -144,12 +147,13 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
                 progressContext.getRecordsCount(), progressContext.getCheckBeginTimeMillis(), progressContext.getCheckEndTimeMillis(), progressContext.getTableCheckPositions());
         jobItemProgress.setStatus(context.getStatus());
         YamlConsistencyCheckJobItemProgress yamlJobProgress = swapper.swapToYamlConfiguration(jobItemProgress);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(context.getJobId(), context.getShardingItem(), YamlEngine.marshal(yamlJobProgress));
+        String jobId = context.getJobId();
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobItemProgress(jobId, context.getShardingItem(), YamlEngine.marshal(yamlJobProgress));
     }
     
     @Override
     public Optional<ConsistencyCheckJobItemProgress> getJobItemProgress(final String jobId, final int shardingItem) {
-        Optional<String> progress = PipelineAPIFactory.getGovernanceRepositoryAPI().getJobItemProgress(jobId, shardingItem);
+        Optional<String> progress = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobItemProgress(jobId, shardingItem);
         return progress.map(s -> swapper.swapToObject(YamlEngine.unmarshal(s, YamlConsistencyCheckJobItemProgress.class, true)));
     }
     
@@ -161,7 +165,8 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
             return;
         }
         jobItemProgress.get().setStatus(status);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobId, shardingItem, YamlEngine.marshal(swapper.swapToYamlConfiguration(jobItemProgress.get())));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).persistJobItemProgress(jobId, shardingItem,
+                YamlEngine.marshal(swapper.swapToYamlConfiguration(jobItemProgress.get())));
     }
     
     @Override
@@ -184,7 +189,7 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
     }
     
     private String getLatestCheckJobId(final String parentJobId) {
-        Optional<String> result = PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(parentJobId);
+        Optional<String> result = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId)).getLatestCheckJobId(parentJobId);
         ShardingSpherePreconditions.checkState(result.isPresent(), () -> new ConsistencyCheckJobNotFoundException(parentJobId));
         return result.get();
     }
@@ -206,12 +211,13 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
     public void dropByParentJobId(final String parentJobId) {
         String latestCheckJobId = getLatestCheckJobId(parentJobId);
         stop(latestCheckJobId);
-        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
+        PipelineContextKey contextKey = PipelineJobIdUtils.parseContextKey(parentJobId);
+        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(contextKey);
         Collection<String> checkJobIds = repositoryAPI.listCheckJobIds(parentJobId);
         Optional<Integer> previousSequence = ConsistencyCheckSequence.getPreviousSequence(
                 checkJobIds.stream().map(ConsistencyCheckJobId::parseSequence).collect(Collectors.toList()), ConsistencyCheckJobId.parseSequence(latestCheckJobId));
         if (previousSequence.isPresent()) {
-            String checkJobId = marshalJobId(new ConsistencyCheckJobId(parentJobId, previousSequence.get()));
+            String checkJobId = marshalJobId(new ConsistencyCheckJobId(contextKey, parentJobId, previousSequence.get()));
             repositoryAPI.persistLatestCheckJobId(parentJobId, checkJobId);
         } else {
             repositoryAPI.deleteLatestCheckJobId(parentJobId);
@@ -227,7 +233,8 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
      * @return consistency job item infos
      */
     public List<ConsistencyCheckJobItemInfo> getJobItemInfos(final String parentJobId) {
-        Optional<String> latestCheckJobId = PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(parentJobId);
+        GovernanceRepositoryAPI governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId));
+        Optional<String> latestCheckJobId = governanceRepositoryAPI.getLatestCheckJobId(parentJobId);
         ShardingSpherePreconditions.checkState(latestCheckJobId.isPresent(), () -> new ConsistencyCheckJobNotFoundException(parentJobId));
         String checkJobId = latestCheckJobId.get();
         Optional<ConsistencyCheckJobItemProgress> progressOptional = getJobItemProgress(checkJobId, 0);
@@ -237,7 +244,7 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
         List<ConsistencyCheckJobItemInfo> result = new LinkedList<>();
         ConsistencyCheckJobItemProgress jobItemProgress = progressOptional.get();
         if (!Strings.isNullOrEmpty(jobItemProgress.getIgnoredTableNames())) {
-            Map<String, DataConsistencyCheckResult> checkJobResult = PipelineAPIFactory.getGovernanceRepositoryAPI().getCheckJobResult(parentJobId, latestCheckJobId.get());
+            Map<String, DataConsistencyCheckResult> checkJobResult = governanceRepositoryAPI.getCheckJobResult(parentJobId, latestCheckJobId.get());
             result.addAll(buildIgnoredTableInfo(jobItemProgress.getIgnoredTableNames().split(","), checkJobResult));
         }
         if (Objects.equals(jobItemProgress.getIgnoredTableNames(), jobItemProgress.getTableNames())) {
@@ -266,7 +273,8 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
     }
     
     private ConsistencyCheckJobItemInfo getJobItemInfo(final String parentJobId) {
-        Optional<String> latestCheckJobId = PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(parentJobId);
+        GovernanceRepositoryAPI governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId));
+        Optional<String> latestCheckJobId = governanceRepositoryAPI.getLatestCheckJobId(parentJobId);
         ShardingSpherePreconditions.checkState(latestCheckJobId.isPresent(), () -> new ConsistencyCheckJobNotFoundException(parentJobId));
         String checkJobId = latestCheckJobId.get();
         Optional<ConsistencyCheckJobItemProgress> progressOptional = getJobItemProgress(checkJobId, 0);
@@ -306,7 +314,7 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
         result.setTableNames(Optional.ofNullable(tableNames).orElse(""));
         result.setCheckBeginTime(DATE_TIME_FORMATTER.format(checkBeginTime));
         result.setErrorMessage(getJobItemErrorMessage(checkJobId, 0));
-        Map<String, DataConsistencyCheckResult> checkJobResult = PipelineAPIFactory.getGovernanceRepositoryAPI().getCheckJobResult(parentJobId, checkJobId);
+        Map<String, DataConsistencyCheckResult> checkJobResult = governanceRepositoryAPI.getCheckJobResult(parentJobId, checkJobId);
         InventoryIncrementalJobAPI inventoryIncrementalJobAPI = (InventoryIncrementalJobAPI) TypedSPILoader.getService(
                 PipelineJobAPI.class, PipelineJobIdUtils.parseJobType(parentJobId).getTypeName());
         result.setCheckSuccess(inventoryIncrementalJobAPI.aggregateDataConsistencyCheckResults(parentJobId, checkJobResult));
@@ -331,8 +339,7 @@ public final class ConsistencyCheckJobAPI extends AbstractPipelineJobAPIImpl {
     }
     
     @Override
-    public void extendYamlJobConfiguration(final YamlPipelineJobConfiguration yamlJobConfig) {
-        throw new UnsupportedOperationException();
+    public void extendYamlJobConfiguration(final PipelineContextKey contextKey, final YamlPipelineJobConfiguration yamlJobConfig) {
     }
     
     @Override
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java
index abcbdf584c5..f48442b2ada 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java
+++ b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/api/pojo/CreateConsistencyCheckJobParameter.java
@@ -29,7 +29,7 @@ import java.util.Properties;
 @Getter
 public final class CreateConsistencyCheckJobParameter {
     
-    private final String jobId;
+    private final String parentJobId;
     
     private final String algorithmTypeName;
     
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java
index 2a64cc5b2e4..e2520560201 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java
+++ b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java
@@ -41,7 +41,7 @@ public final class YamlConsistencyCheckJobConfiguration implements YamlPipelineJ
     private Properties algorithmProps;
     
     @Override
-    public String getTargetDatabaseName() {
+    public String getDatabaseName() {
         throw new UnsupportedOperationException("");
     }
 }
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/task/ConsistencyCheckTasksRunner.java b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/task/ConsistencyCheckTasksRunner.java
index 0850dbbbb2d..483912c3a77 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/task/ConsistencyCheckTasksRunner.java
+++ b/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/task/ConsistencyCheckTasksRunner.java
@@ -106,7 +106,7 @@ public final class ConsistencyCheckTasksRunner implements PipelineTasksRunner {
             Map<String, DataConsistencyCheckResult> dataConsistencyCheckResult;
             try {
                 dataConsistencyCheckResult = jobAPI.dataConsistencyCheck(parentJobConfig, calculateAlgorithm, jobItemContext.getProgressContext());
-                PipelineAPIFactory.getGovernanceRepositoryAPI().persistCheckJobResult(parentJobId, checkJobId, dataConsistencyCheckResult);
+                PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(parentJobId)).persistCheckJobResult(parentJobId, checkJobId, dataConsistencyCheckResult);
             } finally {
                 jobItemContext.getProgressContext().setCheckEndTimeMillis(System.currentTimeMillis());
             }
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/MigrationJobId.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/MigrationJobId.java
index c8c1ab2f5b3..1891cbcfe46 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/MigrationJobId.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/MigrationJobId.java
@@ -19,6 +19,7 @@ package org.apache.shardingsphere.data.pipeline.scenario.migration;
 
 import lombok.Getter;
 import lombok.ToString;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.job.AbstractPipelineJobId;
 
 import java.util.List;
@@ -30,15 +31,10 @@ import java.util.List;
 @ToString(callSuper = true)
 public final class MigrationJobId extends AbstractPipelineJobId {
     
-    public static final String CURRENT_VERSION = "01";
-    
     private final List<String> jobShardingDataNodes;
     
-    private final String targetDatabaseName;
-    
-    public MigrationJobId(final List<String> jobShardingDataNodes, final String targetDatabaseName) {
-        super(new MigrationJobType(), CURRENT_VERSION);
+    public MigrationJobId(final PipelineContextKey contextKey, final List<String> jobShardingDataNodes) {
+        super(new MigrationJobType(), contextKey);
         this.jobShardingDataNodes = jobShardingDataNodes;
-        this.targetDatabaseName = targetDatabaseName;
     }
 }
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/api/impl/MigrationJobAPI.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/api/impl/MigrationJobAPI.java
index 6d6c116a978..9985e3aaba8 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/api/impl/MigrationJobAPI.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/api/impl/MigrationJobAPI.java
@@ -51,12 +51,14 @@ import org.apache.shardingsphere.data.pipeline.core.api.impl.AbstractInventoryIn
 import org.apache.shardingsphere.data.pipeline.core.api.impl.PipelineDataSourcePersistService;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
 import org.apache.shardingsphere.data.pipeline.core.context.InventoryIncrementalProcessContext;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.datasource.PipelineDataSourceFactory;
 import org.apache.shardingsphere.data.pipeline.core.exception.connection.RegisterMigrationSourceStorageUnitException;
 import org.apache.shardingsphere.data.pipeline.core.exception.connection.UnregisterMigrationSourceStorageUnitException;
 import org.apache.shardingsphere.data.pipeline.core.exception.metadata.NoAnyRuleExistsException;
 import org.apache.shardingsphere.data.pipeline.core.exception.param.PipelineInvalidParameterException;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.metadata.loader.PipelineSchemaUtils;
 import org.apache.shardingsphere.data.pipeline.core.sharding.ShardingColumnsExtractor;
 import org.apache.shardingsphere.data.pipeline.core.util.JobDataNodeLineConvertUtils;
@@ -127,19 +129,20 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     /**
      * Create job migration config and start.
      *
+     * @param contextKey context key
      * @param param create migration job parameter
      * @return job id
      */
-    public String createJobAndStart(final MigrateTableStatement param) {
-        MigrationJobConfiguration jobConfig = new YamlMigrationJobConfigurationSwapper().swapToObject(buildYamlJobConfiguration(param));
+    public String createJobAndStart(final PipelineContextKey contextKey, final MigrateTableStatement param) {
+        MigrationJobConfiguration jobConfig = new YamlMigrationJobConfigurationSwapper().swapToObject(buildYamlJobConfiguration(contextKey, param));
         start(jobConfig);
         return jobConfig.getJobId();
     }
     
-    private YamlMigrationJobConfiguration buildYamlJobConfiguration(final MigrateTableStatement param) {
+    private YamlMigrationJobConfiguration buildYamlJobConfiguration(final PipelineContextKey contextKey, final MigrateTableStatement param) {
         YamlMigrationJobConfiguration result = new YamlMigrationJobConfiguration();
         result.setTargetDatabaseName(param.getTargetDatabaseName());
-        Map<String, DataSourceProperties> metaDataDataSource = dataSourcePersistService.load(new MigrationJobType());
+        Map<String, DataSourceProperties> metaDataDataSource = dataSourcePersistService.load(contextKey, new MigrationJobType());
         Map<String, List<DataNode>> sourceDataNodes = new LinkedHashMap<>();
         Map<String, YamlPipelineDataSourceConfiguration> configSources = new LinkedHashMap<>();
         List<SourceTargetEntry> sourceTargetEntries = new ArrayList<>(new HashSet<>(param.getSourceTargetEntries())).stream().sorted(Comparator.comparing(SourceTargetEntry::getTargetTableName)
@@ -168,7 +171,8 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
             }
         }
         result.setSources(configSources);
-        PipelineDataSourceConfiguration targetPipelineDataSourceConfig = buildTargetPipelineDataSourceConfiguration(param.getTargetDatabaseName());
+        ShardingSphereDatabase targetDatabase = PipelineContextManager.getProxyContext().getContextManager().getMetaDataContexts().getMetaData().getDatabase(param.getTargetDatabaseName());
+        PipelineDataSourceConfiguration targetPipelineDataSourceConfig = buildTargetPipelineDataSourceConfiguration(targetDatabase);
         result.setTarget(buildYamlPipelineDataSourceConfiguration(targetPipelineDataSourceConfig.getType(), targetPipelineDataSourceConfig.getParameter()));
         result.setTargetDatabaseType(targetPipelineDataSourceConfig.getDatabaseType().getType());
         List<JobDataNodeEntry> tablesFirstDataNodes = sourceDataNodes.entrySet().stream()
@@ -177,7 +181,7 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
         result.setTargetTableSchemaMap(buildTargetTableSchemaMap(sourceDataNodes));
         result.setTablesFirstDataNodes(new JobDataNodeLine(tablesFirstDataNodes).marshal());
         result.setJobShardingDataNodes(JobDataNodeLineConvertUtils.convertDataNodesToLines(sourceDataNodes).stream().map(JobDataNodeLine::marshal).collect(Collectors.toList()));
-        extendYamlJobConfiguration(result);
+        extendYamlJobConfiguration(contextKey, result);
         return result;
     }
     
@@ -188,14 +192,13 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
         return result;
     }
     
-    private PipelineDataSourceConfiguration buildTargetPipelineDataSourceConfiguration(final String targetDatabaseName) {
+    private PipelineDataSourceConfiguration buildTargetPipelineDataSourceConfiguration(final ShardingSphereDatabase targetDatabase) {
         Map<String, Map<String, Object>> targetDataSourceProps = new HashMap<>();
-        ShardingSphereDatabase targetDatabase = PipelineContext.getContextManager().getMetaDataContexts().getMetaData().getDatabase(targetDatabaseName);
         for (Entry<String, DataSource> entry : targetDatabase.getResourceMetaData().getDataSources().entrySet()) {
             Map<String, Object> dataSourceProps = swapper.swapToMap(DataSourcePropertiesCreator.create(entry.getValue()));
             targetDataSourceProps.put(entry.getKey(), dataSourceProps);
         }
-        YamlRootConfiguration targetRootConfig = buildYamlRootConfiguration(targetDatabaseName, targetDataSourceProps, targetDatabase.getRuleMetaData().getConfigurations());
+        YamlRootConfiguration targetRootConfig = buildYamlRootConfiguration(targetDatabase.getName(), targetDataSourceProps, targetDatabase.getRuleMetaData().getConfigurations());
         return new ShardingSpherePipelineDataSourceConfiguration(targetRootConfig);
     }
     
@@ -234,15 +237,15 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     }
     
     @Override
-    public void extendYamlJobConfiguration(final YamlPipelineJobConfiguration yamlJobConfig) {
+    public void extendYamlJobConfiguration(final PipelineContextKey contextKey, final YamlPipelineJobConfiguration yamlJobConfig) {
         YamlMigrationJobConfiguration config = (YamlMigrationJobConfiguration) yamlJobConfig;
         if (null == yamlJobConfig.getJobId()) {
-            config.setJobId(generateJobId(config));
+            config.setJobId(generateJobId(contextKey, config));
         }
     }
     
-    private String generateJobId(final YamlMigrationJobConfiguration config) {
-        MigrationJobId jobId = new MigrationJobId(config.getJobShardingDataNodes(), config.getTargetDatabaseName());
+    private String generateJobId(final PipelineContextKey contextKey, final YamlMigrationJobConfiguration config) {
+        MigrationJobId jobId = new MigrationJobId(contextKey, config.getJobShardingDataNodes());
         return marshalJobId(jobId);
     }
     
@@ -334,8 +337,7 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     
     @Override
     public MigrationProcessContext buildPipelineProcessContext(final PipelineJobConfiguration pipelineJobConfig) {
-        // TODO cache process config on local
-        PipelineProcessConfiguration processConfig = showProcessConfiguration();
+        PipelineProcessConfiguration processConfig = showProcessConfiguration(PipelineJobIdUtils.parseContextKey(pipelineJobConfig.getJobId()));
         return new MigrationProcessContext(pipelineJobConfig.getJobId(), processConfig);
     }
     
@@ -348,7 +350,7 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     @Override
     public void startDisabledJob(final String jobId) {
         super.startDisabledJob(jobId);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(jobId).ifPresent(optional -> {
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getLatestCheckJobId(jobId).ifPresent(optional -> {
             try {
                 TypedSPILoader.getService(PipelineJobAPI.class, "CONSISTENCY_CHECK").startDisabledJob(optional);
                 // CHECKSTYLE:OFF
@@ -361,7 +363,7 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     
     @Override
     public void stop(final String jobId) {
-        PipelineAPIFactory.getGovernanceRepositoryAPI().getLatestCheckJobId(jobId).ifPresent(optional -> {
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).getLatestCheckJobId(jobId).ifPresent(optional -> {
             try {
                 TypedSPILoader.getService(PipelineJobAPI.class, "CONSISTENCY_CHECK").stop(optional);
                 // CHECKSTYLE:OFF
@@ -384,7 +386,7 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     }
     
     private void dropCheckJobs(final String jobId) {
-        Collection<String> checkJobIds = PipelineAPIFactory.getGovernanceRepositoryAPI().listCheckJobIds(jobId);
+        Collection<String> checkJobIds = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineJobIdUtils.parseContextKey(jobId)).listCheckJobIds(jobId);
         if (checkJobIds.isEmpty()) {
             return;
         }
@@ -419,7 +421,6 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     
     @Override
     public void commit(final String jobId) {
-        checkModeConfig();
         log.info("Commit job {}", jobId);
         final long startTimeMillis = System.currentTimeMillis();
         dropCheckJobs(jobId);
@@ -431,10 +432,11 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
     /**
      * Add migration source resources.
      *
+     * @param contextKey context key
      * @param dataSourcePropsMap data source properties map
      */
-    public void addMigrationSourceResources(final Map<String, DataSourceProperties> dataSourcePropsMap) {
-        Map<String, DataSourceProperties> existDataSources = dataSourcePersistService.load(getJobType());
+    public void addMigrationSourceResources(final PipelineContextKey contextKey, final Map<String, DataSourceProperties> dataSourcePropsMap) {
+        Map<String, DataSourceProperties> existDataSources = dataSourcePersistService.load(contextKey, getJobType());
         Collection<String> duplicateDataSourceNames = new HashSet<>(dataSourcePropsMap.size(), 1);
         for (Entry<String, DataSourceProperties> entry : dataSourcePropsMap.entrySet()) {
             if (existDataSources.containsKey(entry.getKey())) {
@@ -444,31 +446,33 @@ public final class MigrationJobAPI extends AbstractInventoryIncrementalJobAPIImp
         ShardingSpherePreconditions.checkState(duplicateDataSourceNames.isEmpty(), () -> new RegisterMigrationSourceStorageUnitException(duplicateDataSourceNames));
         Map<String, DataSourceProperties> result = new LinkedHashMap<>(existDataSources);
         result.putAll(dataSourcePropsMap);
-        dataSourcePersistService.persist(getJobType(), result);
+        dataSourcePersistService.persist(contextKey, getJobType(), result);
     }
     
     /**
      * Drop migration source resources.
      *
+     * @param contextKey context key
      * @param resourceNames resource names
      */
-    public void dropMigrationSourceResources(final Collection<String> resourceNames) {
-        Map<String, DataSourceProperties> metaDataDataSource = dataSourcePersistService.load(getJobType());
+    public void dropMigrationSourceResources(final PipelineContextKey contextKey, final Collection<String> resourceNames) {
+        Map<String, DataSourceProperties> metaDataDataSource = dataSourcePersistService.load(contextKey, getJobType());
         List<String> noExistResources = resourceNames.stream().filter(each -> !metaDataDataSource.containsKey(each)).collect(Collectors.toList());
         ShardingSpherePreconditions.checkState(noExistResources.isEmpty(), () -> new UnregisterMigrationSourceStorageUnitException(noExistResources));
         for (String each : resourceNames) {
             metaDataDataSource.remove(each);
         }
-        dataSourcePersistService.persist(getJobType(), metaDataDataSource);
+        dataSourcePersistService.persist(contextKey, getJobType(), metaDataDataSource);
     }
     
     /**
      * Query migration source resources list.
      *
+     * @param contextKey context key
      * @return migration source resources
      */
-    public Collection<Collection<Object>> listMigrationSourceResources() {
-        Map<String, DataSourceProperties> dataSourcePropertiesMap = dataSourcePersistService.load(getJobType());
+    public Collection<Collection<Object>> listMigrationSourceResources(final PipelineContextKey contextKey) {
+        Map<String, DataSourceProperties> dataSourcePropertiesMap = dataSourcePersistService.load(contextKey, getJobType());
         Collection<Collection<Object>> result = new ArrayList<>(dataSourcePropertiesMap.size());
         for (Entry<String, DataSourceProperties> entry : dataSourcePropertiesMap.entrySet()) {
             String dataSourceName = entry.getKey();
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/context/MigrationJobItemContext.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/context/MigrationJobItemContext.java
index 3d27d01d41a..0cfc9de76b6 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/context/MigrationJobItemContext.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/context/MigrationJobItemContext.java
@@ -125,6 +125,7 @@ public final class MigrationJobItemContext implements InventoryIncrementalJobIte
         return sourceMetaDataLoaderLazyInitializer.get();
     }
     
+    // TODO Use SPI, configurable
     @Override
     public ImporterConnector getImporterConnector() {
         return new DataSourceImporterConnector(dataSourceManager);
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/prepare/MigrationJobPreparer.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/prepare/MigrationJobPreparer.java
index b4b3b0417bb..e1f7ac6fa02 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/prepare/MigrationJobPreparer.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/migration/prepare/MigrationJobPreparer.java
@@ -28,10 +28,11 @@ import org.apache.shardingsphere.data.pipeline.api.job.progress.InventoryIncreme
 import org.apache.shardingsphere.data.pipeline.api.job.progress.JobItemIncrementalTasksProgress;
 import org.apache.shardingsphere.data.pipeline.api.job.progress.JobOffsetInfo;
 import org.apache.shardingsphere.data.pipeline.api.metadata.loader.PipelineTableMetaDataLoader;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PrepareJobWithGetBinlogPositionException;
 import org.apache.shardingsphere.data.pipeline.core.execute.ExecuteEngine;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobCenter;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.prepare.InventoryTaskSplitter;
 import org.apache.shardingsphere.data.pipeline.core.prepare.PipelineJobPreparerUtils;
 import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.PrepareTargetSchemasParameter;
@@ -47,6 +48,7 @@ import org.apache.shardingsphere.infra.database.type.DatabaseType;
 import org.apache.shardingsphere.infra.lock.GlobalLockNames;
 import org.apache.shardingsphere.infra.lock.LockContext;
 import org.apache.shardingsphere.infra.lock.LockDefinition;
+import org.apache.shardingsphere.infra.metadata.ShardingSphereMetaData;
 import org.apache.shardingsphere.infra.parser.SQLParserEngine;
 import org.apache.shardingsphere.mode.lock.GlobalLockDefinition;
 
@@ -94,28 +96,29 @@ public final class MigrationJobPreparer {
     @SuppressWarnings({"unchecked", "rawtypes"})
     private void prepareAndCheckTargetWithLock(final MigrationJobItemContext jobItemContext) throws SQLException {
         MigrationJobConfiguration jobConfig = jobItemContext.getJobConfig();
-        LockContext lockContext = PipelineContext.getContextManager().getInstanceContext().getLockContext();
-        if (!jobAPI.getJobItemProgress(jobItemContext.getJobId(), jobItemContext.getShardingItem()).isPresent()) {
+        String jobId = jobConfig.getJobId();
+        LockContext lockContext = PipelineContextManager.getContext(PipelineJobIdUtils.parseContextKey(jobId)).getContextManager().getInstanceContext().getLockContext();
+        if (!jobAPI.getJobItemProgress(jobId, jobItemContext.getShardingItem()).isPresent()) {
             jobAPI.persistJobItemProgress(jobItemContext);
         }
         LockDefinition lockDefinition = new GlobalLockDefinition(String.format(GlobalLockNames.PREPARE.getLockName(), jobConfig.getJobId()));
         long startTimeMillis = System.currentTimeMillis();
         if (lockContext.tryLock(lockDefinition, 600000)) {
-            log.info("try lock success, jobId={}, shardingItem={}, cost {} ms", jobConfig.getJobId(), jobItemContext.getShardingItem(), System.currentTimeMillis() - startTimeMillis);
+            log.info("try lock success, jobId={}, shardingItem={}, cost {} ms", jobId, jobItemContext.getShardingItem(), System.currentTimeMillis() - startTimeMillis);
             try {
-                JobOffsetInfo offsetInfo = jobAPI.getJobOffsetInfo(jobConfig.getJobId());
+                JobOffsetInfo offsetInfo = jobAPI.getJobOffsetInfo(jobId);
                 if (!offsetInfo.isTargetSchemaTableCreated()) {
                     jobItemContext.setStatus(JobStatus.PREPARING);
-                    jobAPI.updateJobItemStatus(jobConfig.getJobId(), jobItemContext.getShardingItem(), JobStatus.PREPARING);
+                    jobAPI.updateJobItemStatus(jobId, jobItemContext.getShardingItem(), JobStatus.PREPARING);
                     prepareAndCheckTarget(jobItemContext);
-                    jobAPI.persistJobOffsetInfo(jobConfig.getJobId(), new JobOffsetInfo(true));
+                    jobAPI.persistJobOffsetInfo(jobId, new JobOffsetInfo(true));
                 }
             } finally {
-                log.info("unlock, jobId={}, shardingItem={}, cost {} ms", jobConfig.getJobId(), jobItemContext.getShardingItem(), System.currentTimeMillis() - startTimeMillis);
+                log.info("unlock, jobId={}, shardingItem={}, cost {} ms", jobId, jobItemContext.getShardingItem(), System.currentTimeMillis() - startTimeMillis);
                 lockContext.unlock(lockDefinition);
             }
         } else {
-            log.warn("try lock failed, jobId={}, shardingItem={}", jobConfig.getJobId(), jobItemContext.getShardingItem());
+            log.warn("try lock failed, jobId={}, shardingItem={}", jobId, jobItemContext.getShardingItem());
         }
     }
     
@@ -140,7 +143,8 @@ public final class MigrationJobPreparer {
         PrepareTargetSchemasParameter prepareTargetSchemasParam = new PrepareTargetSchemasParameter(
                 PipelineTypedSPILoader.getDatabaseTypedService(DatabaseType.class, targetDatabaseType), createTableConfig, dataSourceManager);
         PipelineJobPreparerUtils.prepareTargetSchema(targetDatabaseType, prepareTargetSchemasParam);
-        SQLParserEngine sqlParserEngine = PipelineJobPreparerUtils.getSQLParserEngine(jobConfig.getTargetDatabaseName());
+        ShardingSphereMetaData metaData = PipelineContextManager.getContext(PipelineJobIdUtils.parseContextKey(jobConfig.getJobId())).getContextManager().getMetaDataContexts().getMetaData();
+        SQLParserEngine sqlParserEngine = PipelineJobPreparerUtils.getSQLParserEngine(metaData, jobConfig.getTargetDatabaseName());
         PipelineJobPreparerUtils.prepareTargetTables(targetDatabaseType, new PrepareTargetTablesParameter(createTableConfig, dataSourceManager, sqlParserEngine));
     }
     
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfiguration.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfiguration.java
index 9b478aa8de0..9df547a3344 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfiguration.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfiguration.java
@@ -62,6 +62,11 @@ public final class YamlMigrationJobConfiguration implements YamlPipelineJobConfi
     
     private int retryTimes = 3;
     
+    @Override
+    public String getDatabaseName() {
+        return targetDatabaseName;
+    }
+    
     /**
      * Set sources.
      *
diff --git a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfigurationSwapper.java b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfigurationSwapper.java
index ad1d54568c3..f0b93ba6bb8 100644
--- a/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfigurationSwapper.java
+++ b/kernel/data-pipeline/scenario/migration/src/main/java/org/apache/shardingsphere/data/pipeline/yaml/job/YamlMigrationJobConfigurationSwapper.java
@@ -55,7 +55,7 @@ public final class YamlMigrationJobConfigurationSwapper implements YamlConfigura
     
     @Override
     public MigrationJobConfiguration swapToObject(final YamlMigrationJobConfiguration yamlConfig) {
-        return new MigrationJobConfiguration(yamlConfig.getJobId(), yamlConfig.getTargetDatabaseName(),
+        return new MigrationJobConfiguration(yamlConfig.getJobId(), yamlConfig.getDatabaseName(),
                 yamlConfig.getSourceDatabaseType(), yamlConfig.getTargetDatabaseType(),
                 yamlConfig.getSources().entrySet().stream().collect(Collectors.toMap(Entry::getKey,
                         entry -> dataSourceConfigSwapper.swapToObject(entry.getValue()), (key, value) -> value, LinkedHashMap::new)),
diff --git a/kernel/data-pipeline/scenario/migration/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtilsTest.java b/kernel/data-pipeline/scenario/migration/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtilsTest.java
index aa4e0a70585..7d17ecadd8b 100644
--- a/kernel/data-pipeline/scenario/migration/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtilsTest.java
+++ b/kernel/data-pipeline/scenario/migration/src/test/java/org/apache/shardingsphere/data/pipeline/core/job/PipelineJobIdUtilsTest.java
@@ -17,23 +17,35 @@
 
 package org.apache.shardingsphere.data.pipeline.core.job;
 
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.MigrationJobId;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.MigrationJobType;
-import org.apache.shardingsphere.data.pipeline.spi.job.JobType;
+import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.junit.jupiter.api.Test;
 
 import java.util.Collections;
 
 import static org.hamcrest.CoreMatchers.instanceOf;
+import static org.hamcrest.CoreMatchers.is;
 import static org.hamcrest.MatcherAssert.assertThat;
 
 class PipelineJobIdUtilsTest {
     
     @Test
-    void assertParseJobType() {
-        MigrationJobId pipelineJobId = new MigrationJobId(Collections.singletonList("t_order:ds_0.t_order_0,ds_0.t_order_1"), "sharding_db");
-        String jobId = PipelineJobIdUtils.marshalJobIdCommonPrefix(pipelineJobId) + "abcd";
-        JobType actualJobType = PipelineJobIdUtils.parseJobType(jobId);
-        assertThat(actualJobType, instanceOf(MigrationJobType.class));
+    void assertParse() {
+        for (InstanceType each : InstanceType.values()) {
+            assertParse0(each);
+        }
+    }
+    
+    private void assertParse0(final InstanceType instanceType) {
+        PipelineContextKey contextKey = PipelineContextKey.build(instanceType, "sharding_db");
+        MigrationJobId pipelineJobId = new MigrationJobId(contextKey, Collections.singletonList("t_order:ds_0.t_order_0,ds_0.t_order_1"));
+        String jobId = new MigrationJobAPI().marshalJobId(pipelineJobId);
+        assertThat(PipelineJobIdUtils.parseJobType(jobId), instanceOf(MigrationJobType.class));
+        PipelineContextKey actualContextKey = PipelineJobIdUtils.parseContextKey(jobId);
+        assertThat(actualContextKey.getInstanceType(), is(instanceType));
+        assertThat(actualContextKey.getDatabaseName(), is(instanceType == InstanceType.PROXY ? "" : "sharding_db"));
     }
 }
diff --git a/mode/core/src/main/java/org/apache/shardingsphere/mode/manager/listener/ContextManagerLifecycleListener.java b/mode/core/src/main/java/org/apache/shardingsphere/mode/manager/listener/ContextManagerLifecycleListener.java
index cbf879fc067..2eb2830f0ad 100644
--- a/mode/core/src/main/java/org/apache/shardingsphere/mode/manager/listener/ContextManagerLifecycleListener.java
+++ b/mode/core/src/main/java/org/apache/shardingsphere/mode/manager/listener/ContextManagerLifecycleListener.java
@@ -18,14 +18,12 @@
 package org.apache.shardingsphere.mode.manager.listener;
 
 import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
-import org.apache.shardingsphere.mode.manager.ContextManager;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.apache.shardingsphere.infra.util.spi.annotation.SingletonSPI;
+import org.apache.shardingsphere.mode.manager.ContextManager;
 
 /**
  * Context manager lifecycle listener.
- * <p>
- *     It just support <code>proxy</code> mode for now, <code>JDBC</code> mode is not supported.
- * </p>
  */
 @SingletonSPI
 public interface ContextManagerLifecycleListener {
@@ -33,8 +31,18 @@ public interface ContextManagerLifecycleListener {
     /**
      * Callback on initialized.
      *
+     * @param instanceType instance type
+     * @param databaseName database name
      * @param modeConfig mode configuration
      * @param contextManager context manager
      */
-    void onInitialized(ModeConfiguration modeConfig, ContextManager contextManager);
+    void onInitialized(InstanceType instanceType, String databaseName, ModeConfiguration modeConfig, ContextManager contextManager);
+    
+    /**
+     * Callback on destroyed.
+     *
+     * @param instanceType instance type
+     * @param databaseName database name
+     */
+    void onDestroyed(InstanceType instanceType, String databaseName);
 }
diff --git a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/cdc/CDCBackendHandler.java b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/cdc/CDCBackendHandler.java
index 66c6cee7163..84747d34ac0 100644
--- a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/cdc/CDCBackendHandler.java
+++ b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/cdc/CDCBackendHandler.java
@@ -42,11 +42,13 @@ import org.apache.shardingsphere.data.pipeline.cdc.protocol.response.StreamDataR
 import org.apache.shardingsphere.data.pipeline.cdc.util.CDCSchemaTableUtils;
 import org.apache.shardingsphere.data.pipeline.cdc.util.CDCTableRuleUtils;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.exception.job.PipelineJobNotFoundException;
 import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobCenter;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.elasticjob.infra.pojo.JobConfigurationPOJO;
 import org.apache.shardingsphere.elasticjob.lite.api.bootstrap.impl.OneOffJobBootstrap;
+import org.apache.shardingsphere.elasticjob.lite.lifecycle.api.JobConfigurationAPI;
 import org.apache.shardingsphere.infra.database.type.dialect.OpenGaussDatabaseType;
 import org.apache.shardingsphere.infra.datanode.DataNode;
 import org.apache.shardingsphere.infra.metadata.database.ShardingSphereDatabase;
@@ -83,7 +85,7 @@ public final class CDCBackendHandler {
      * @return CDC response
      */
     public CDCResponse streamData(final String requestId, final StreamDataRequestBody requestBody, final CDCConnectionContext connectionContext, final Channel channel) {
-        ShardingSphereDatabase database = PipelineContext.getContextManager().getMetaDataContexts().getMetaData().getDatabase(requestBody.getDatabase());
+        ShardingSphereDatabase database = PipelineContextManager.getProxyContext().getContextManager().getMetaDataContexts().getMetaData().getDatabase(requestBody.getDatabase());
         ShardingSpherePreconditions.checkNotNull(database, () -> new CDCExceptionWrapper(requestId, new CDCServerException(String.format("%s database is not exists", requestBody.getDatabase()))));
         Map<String, Set<String>> schemaTableNameMap;
         Collection<String> tableNames;
@@ -136,17 +138,18 @@ public final class CDCBackendHandler {
         if (PipelineJobCenter.isJobExisting(jobId)) {
             PipelineJobCenter.stop(jobId);
         }
-        JobConfigurationPOJO jobConfigPOJO = PipelineAPIFactory.getJobConfigurationAPI().getJobConfiguration(jobId);
+        JobConfigurationAPI jobConfigAPI = PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId));
+        JobConfigurationPOJO jobConfigPOJO = jobConfigAPI.getJobConfiguration(jobId);
         // TODO, ensure that there is only one consumer at a time, job config disable may not be updated when the program is forced to close
         jobConfigPOJO.setDisabled(false);
-        PipelineAPIFactory.getJobConfigurationAPI().updateJobConfiguration(jobConfigPOJO);
-        ShardingSphereDatabase database = PipelineContext.getContextManager().getMetaDataContexts().getMetaData().getDatabase(cdcJobConfig.getDatabaseName());
+        jobConfigAPI.updateJobConfiguration(jobConfigPOJO);
+        ShardingSphereDatabase database = PipelineContextManager.getProxyContext().getContextManager().getMetaDataContexts().getMetaData().getDatabase(cdcJobConfig.getDatabaseName());
         Comparator<DataRecord> dataRecordComparator = cdcJobConfig.isDecodeWithTX()
                 ? DataRecordComparatorGenerator.generatorIncrementalComparator(database.getProtocolType())
                 : null;
         CDCJob job = new CDCJob(new SocketSinkImporterConnector(channel, database, cdcJobConfig.getJobShardingCount(), cdcJobConfig.getSchemaTableNames(), dataRecordComparator));
         PipelineJobCenter.addJob(jobId, job);
-        OneOffJobBootstrap oneOffJobBootstrap = new OneOffJobBootstrap(PipelineAPIFactory.getRegistryCenter(), job, jobConfigPOJO.toJobConfiguration());
+        OneOffJobBootstrap oneOffJobBootstrap = new OneOffJobBootstrap(PipelineAPIFactory.getRegistryCenter(PipelineJobIdUtils.parseContextKey(jobId)), job, jobConfigPOJO.toJobConfiguration());
         job.setJobBootstrap(oneOffJobBootstrap);
         oneOffJobBootstrap.execute();
         connectionContext.setJobId(jobId);
@@ -163,9 +166,10 @@ public final class CDCBackendHandler {
             return;
         }
         PipelineJobCenter.stop(jobId);
-        JobConfigurationPOJO jobConfig = PipelineAPIFactory.getJobConfigurationAPI().getJobConfiguration(jobId);
+        JobConfigurationAPI jobConfigAPI = PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId));
+        JobConfigurationPOJO jobConfig = jobConfigAPI.getJobConfiguration(jobId);
         jobConfig.setDisabled(true);
-        PipelineAPIFactory.getJobConfigurationAPI().updateJobConfiguration(jobConfig);
+        jobConfigAPI.updateJobConfiguration(jobConfig);
     }
     
     /**
diff --git a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/queryable/ShowMigrationRuleExecutor.java b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/queryable/ShowMigrationRuleExecutor.java
index 2e26da69ef1..2907ed469a9 100644
--- a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/queryable/ShowMigrationRuleExecutor.java
+++ b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/queryable/ShowMigrationRuleExecutor.java
@@ -21,6 +21,7 @@ import com.google.gson.Gson;
 import org.apache.shardingsphere.data.pipeline.api.config.process.PipelineProcessConfiguration;
 import org.apache.shardingsphere.data.pipeline.core.api.InventoryIncrementalJobAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineJobAPI;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.distsql.handler.ral.query.QueryableRALExecutor;
 import org.apache.shardingsphere.distsql.parser.statement.ral.queryable.ShowMigrationRuleStatement;
 import org.apache.shardingsphere.infra.merge.result.impl.local.LocalDataQueryResultRow;
@@ -39,7 +40,8 @@ public final class ShowMigrationRuleExecutor implements QueryableRALExecutor<Sho
     
     @Override
     public Collection<LocalDataQueryResultRow> getRows(final ShowMigrationRuleStatement sqlStatement) {
-        PipelineProcessConfiguration processConfig = ((InventoryIncrementalJobAPI) TypedSPILoader.getService(PipelineJobAPI.class, "MIGRATION")).showProcessConfiguration();
+        PipelineProcessConfiguration processConfig = ((InventoryIncrementalJobAPI) TypedSPILoader.getService(PipelineJobAPI.class, "MIGRATION"))
+                .showProcessConfiguration(PipelineContextKey.buildForProxy());
         Collection<LocalDataQueryResultRow> result = new LinkedList<>();
         result.add(new LocalDataQueryResultRow(getString(processConfig.getRead()), getString(processConfig.getWrite()), getString(processConfig.getStreamChannel())));
         return result;
diff --git a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/updatable/AlterInventoryIncrementalRuleUpdater.java b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/updatable/AlterInventoryIncrementalRuleUpdater.java
index 96b4f53b05b..fe5542b7226 100644
--- a/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/updatable/AlterInventoryIncrementalRuleUpdater.java
+++ b/proxy/backend/core/src/main/java/org/apache/shardingsphere/proxy/backend/handler/distsql/ral/updatable/AlterInventoryIncrementalRuleUpdater.java
@@ -20,6 +20,7 @@ package org.apache.shardingsphere.proxy.backend.handler.distsql.ral.updatable;
 import org.apache.shardingsphere.data.pipeline.api.config.process.PipelineProcessConfiguration;
 import org.apache.shardingsphere.data.pipeline.core.api.InventoryIncrementalJobAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineJobAPI;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.distsql.handler.ral.update.RALUpdater;
 import org.apache.shardingsphere.distsql.parser.statement.ral.updatable.AlterInventoryIncrementalRuleStatement;
 import org.apache.shardingsphere.infra.util.spi.type.typed.TypedSPILoader;
@@ -34,7 +35,7 @@ public final class AlterInventoryIncrementalRuleUpdater implements RALUpdater<Al
     public void executeUpdate(final String databaseName, final AlterInventoryIncrementalRuleStatement sqlStatement) {
         InventoryIncrementalJobAPI jobAPI = (InventoryIncrementalJobAPI) TypedSPILoader.getService(PipelineJobAPI.class, sqlStatement.getJobTypeName());
         PipelineProcessConfiguration processConfig = InventoryIncrementalProcessConfigurationSegmentConverter.convert(sqlStatement.getProcessConfigSegment());
-        jobAPI.alterProcessConfiguration(processConfig);
+        jobAPI.alterProcessConfiguration(PipelineContextKey.buildForProxy(), processConfig);
     }
     
     @Override
diff --git a/proxy/bootstrap/src/main/java/org/apache/shardingsphere/proxy/initializer/BootstrapInitializer.java b/proxy/bootstrap/src/main/java/org/apache/shardingsphere/proxy/initializer/BootstrapInitializer.java
index 0457026e9c5..8e46b981d07 100644
--- a/proxy/bootstrap/src/main/java/org/apache/shardingsphere/proxy/initializer/BootstrapInitializer.java
+++ b/proxy/bootstrap/src/main/java/org/apache/shardingsphere/proxy/initializer/BootstrapInitializer.java
@@ -23,6 +23,7 @@ import org.apache.shardingsphere.infra.config.mode.ModeConfiguration;
 import org.apache.shardingsphere.infra.config.props.ConfigurationPropertyKey;
 import org.apache.shardingsphere.infra.instance.metadata.InstanceMetaData;
 import org.apache.shardingsphere.infra.instance.metadata.InstanceMetaDataBuilder;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
 import org.apache.shardingsphere.infra.util.spi.ShardingSphereServiceLoader;
 import org.apache.shardingsphere.infra.util.spi.type.typed.TypedSPILoader;
 import org.apache.shardingsphere.infra.yaml.config.swapper.mode.YamlModeConfigurationSwapper;
@@ -78,7 +79,7 @@ public final class BootstrapInitializer {
     private void contextManagerInitializedCallback(final ModeConfiguration modeConfig, final ContextManager contextManager) {
         for (ContextManagerLifecycleListener each : ShardingSphereServiceLoader.getServiceInstances(ContextManagerLifecycleListener.class)) {
             try {
-                each.onInitialized(modeConfig, contextManager);
+                each.onInitialized(InstanceType.PROXY, null, modeConfig, contextManager);
                 // CHECKSTYLE:OFF
             } catch (final Exception ex) {
                 // CHECKSTYLE:ON
diff --git a/test/it/pipeline/pom.xml b/test/it/pipeline/pom.xml
index 0f0bdd75400..f5ec5e2dd15 100644
--- a/test/it/pipeline/pom.xml
+++ b/test/it/pipeline/pom.xml
@@ -75,6 +75,12 @@
             <version>${project.version}</version>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.apache.shardingsphere</groupId>
+            <artifactId>shardingsphere-test-fixture-infra</artifactId>
+            <version>${project.version}</version>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>org.apache.shardingsphere</groupId>
             <artifactId>shardingsphere-test-fixture-jdbc</artifactId>
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/api/impl/GovernanceRepositoryAPIImplTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/api/impl/GovernanceRepositoryAPIImplTest.java
index 7a64a9f8399..d3e3274bcc3 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/api/impl/GovernanceRepositoryAPIImplTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/api/impl/GovernanceRepositoryAPIImplTest.java
@@ -20,7 +20,6 @@ package org.apache.shardingsphere.test.it.data.pipeline.api.impl;
 import org.apache.shardingsphere.data.pipeline.api.check.consistency.DataConsistencyCheckResult;
 import org.apache.shardingsphere.data.pipeline.api.check.consistency.DataConsistencyContentCheckResult;
 import org.apache.shardingsphere.data.pipeline.api.check.consistency.DataConsistencyCountCheckResult;
-import org.apache.shardingsphere.data.pipeline.api.config.ingest.DumperConfiguration;
 import org.apache.shardingsphere.data.pipeline.api.config.ingest.InventoryDumperConfiguration;
 import org.apache.shardingsphere.data.pipeline.api.datasource.PipelineDataSourceWrapper;
 import org.apache.shardingsphere.data.pipeline.api.ingest.position.PlaceholderPosition;
@@ -31,7 +30,6 @@ import org.apache.shardingsphere.data.pipeline.core.constant.DataPipelineConstan
 import org.apache.shardingsphere.data.pipeline.core.datasource.DefaultPipelineDataSourceManager;
 import org.apache.shardingsphere.data.pipeline.core.importer.connector.DataSourceImporterConnector;
 import org.apache.shardingsphere.data.pipeline.core.metadata.loader.StandardPipelineTableMetaDataLoader;
-import org.apache.shardingsphere.data.pipeline.core.task.IncrementalTask;
 import org.apache.shardingsphere.data.pipeline.core.task.InventoryTask;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.config.MigrationTaskConfiguration;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.context.MigrationJobItemContext;
@@ -68,7 +66,7 @@ class GovernanceRepositoryAPIImplTest {
     @BeforeAll
     static void beforeClass() {
         PipelineContextUtils.mockModeConfigAndContextManager();
-        governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
+        governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey());
     }
     
     @Test
@@ -139,7 +137,6 @@ class GovernanceRepositoryAPIImplTest {
         MigrationJobItemContext result = PipelineContextUtils.mockMigrationJobItemContext(JobConfigurationBuilder.createJobConfiguration());
         MigrationTaskConfiguration taskConfig = result.getTaskConfig();
         result.getInventoryTasks().add(mockInventoryTask(taskConfig));
-        result.getIncrementalTasks().add(mockIncrementalTask(taskConfig));
         return result;
     }
     
@@ -159,12 +156,4 @@ class GovernanceRepositoryAPIImplTest {
     private ImporterConnector mockImporterConnector() {
         return new DataSourceImporterConnector(new DefaultPipelineDataSourceManager());
     }
-    
-    private IncrementalTask mockIncrementalTask(final MigrationTaskConfiguration taskConfig) {
-        DumperConfiguration dumperConfig = taskConfig.getDumperConfig();
-        dumperConfig.setPosition(new PlaceholderPosition());
-        PipelineTableMetaDataLoader metaDataLoader = new StandardPipelineTableMetaDataLoader(mock(PipelineDataSourceWrapper.class));
-        return new IncrementalTask(3, dumperConfig, taskConfig.getImporterConfig(), PipelineContextUtils.getPipelineChannelCreator(), mockImporterConnector(),
-                metaDataLoader, PipelineContextUtils.getExecuteEngine(), new FixtureInventoryIncrementalJobItemContext());
-    }
 }
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistServiceTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistServiceTest.java
index 38542beaf0f..112f87690d1 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistServiceTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/api/impl/PipelineProcessConfigurationPersistServiceTest.java
@@ -58,8 +58,8 @@ class PipelineProcessConfigurationPersistServiceTest {
         PipelineProcessConfiguration processConfig = new YamlPipelineProcessConfigurationSwapper().swapToObject(yamlProcessConfig);
         PipelineProcessConfigurationPersistService persistService = new PipelineProcessConfigurationPersistService();
         JobType jobType = new MigrationJobType();
-        persistService.persist(jobType, processConfig);
-        String actualYamlText = YamlEngine.marshal(new YamlPipelineProcessConfigurationSwapper().swapToYamlConfiguration(persistService.load(jobType)));
+        persistService.persist(PipelineContextUtils.getContextKey(), jobType, processConfig);
+        String actualYamlText = YamlEngine.marshal(new YamlPipelineProcessConfigurationSwapper().swapToYamlConfiguration(persistService.load(PipelineContextUtils.getContextKey(), jobType)));
         assertThat(actualYamlText, is(expectedYamlText));
     }
 }
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/FixtureIncrementalDumperCreator.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/FixtureIncrementalDumperCreator.java
index 7e99096e4b0..350f6e2b4a1 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/FixtureIncrementalDumperCreator.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/FixtureIncrementalDumperCreator.java
@@ -25,17 +25,11 @@ import org.apache.shardingsphere.data.pipeline.api.ingest.position.IngestPositio
 import org.apache.shardingsphere.data.pipeline.api.metadata.loader.PipelineTableMetaDataLoader;
 import org.apache.shardingsphere.data.pipeline.spi.ingest.dumper.IncrementalDumperCreator;
 
-import java.util.Arrays;
-import java.util.Collection;
-import java.util.Collections;
-
 /**
  * Fixture incremental dumper creator.
  */
 public final class FixtureIncrementalDumperCreator implements IncrementalDumperCreator<FinishedPosition> {
     
-    private static final Collection<String> TYPE_ALIASES = Collections.unmodifiableList(Arrays.asList("Fixture", "H2"));
-    
     @Override
     public IncrementalDumper createIncrementalDumper(final DumperConfiguration dumperConfig, final IngestPosition<FinishedPosition> position,
                                                      final PipelineChannel channel, final PipelineTableMetaDataLoader metaDataLoader) {
@@ -46,9 +40,4 @@ public final class FixtureIncrementalDumperCreator implements IncrementalDumperC
     public String getType() {
         return "Fixture";
     }
-    
-    @Override
-    public Collection<String> getTypeAliases() {
-        return TYPE_ALIASES;
-    }
 }
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2CreateTableSQLGenerator.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2CreateTableSQLGenerator.java
new file mode 100644
index 00000000000..e9128c7deba
--- /dev/null
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2CreateTableSQLGenerator.java
@@ -0,0 +1,46 @@
+/*
+ * 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.shardingsphere.test.it.data.pipeline.core.fixture;
+
+import org.apache.shardingsphere.data.pipeline.core.exception.syntax.CreateTableSQLGenerateException;
+import org.apache.shardingsphere.data.pipeline.spi.ddlgenerator.CreateTableSQLGenerator;
+import org.apache.shardingsphere.test.it.data.pipeline.core.util.PipelineContextUtils;
+
+import javax.sql.DataSource;
+import java.sql.SQLException;
+import java.util.Collection;
+import java.util.Collections;
+
+/**
+* Create table SQL generator for H2.
+ */
+public final class H2CreateTableSQLGenerator implements CreateTableSQLGenerator {
+    
+    @Override
+    public Collection<String> generate(final DataSource dataSource, final String schemaName, final String tableName) throws SQLException {
+        if ("t_order".equalsIgnoreCase(tableName)) {
+            return Collections.singletonList(PipelineContextUtils.getCreateOrderTableSchema());
+        }
+        throw new CreateTableSQLGenerateException(tableName);
+    }
+    
+    @Override
+    public String getType() {
+        return "H2";
+    }
+}
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2DataSourcePreparer.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2DataSourcePreparer.java
new file mode 100644
index 00000000000..40221615179
--- /dev/null
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2DataSourcePreparer.java
@@ -0,0 +1,48 @@
+/*
+ * 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.shardingsphere.test.it.data.pipeline.core.fixture;
+
+import org.apache.shardingsphere.data.pipeline.api.config.CreateTableConfiguration.CreateTableEntry;
+import org.apache.shardingsphere.data.pipeline.api.datasource.PipelineDataSourceManager;
+import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.AbstractDataSourcePreparer;
+import org.apache.shardingsphere.data.pipeline.core.prepare.datasource.PrepareTargetTablesParameter;
+
+import java.sql.Connection;
+import java.sql.SQLException;
+
+/**
+ * Data source preparer for H2.
+ */
+public final class H2DataSourcePreparer extends AbstractDataSourcePreparer {
+    
+    @Override
+    public void prepareTargetTables(final PrepareTargetTablesParameter param) throws SQLException {
+        PipelineDataSourceManager dataSourceManager = param.getDataSourceManager();
+        for (CreateTableEntry each : param.getCreateTableConfig().getCreateTableEntries()) {
+            String createTargetTableSQL = getCreateTargetTableSQL(each, dataSourceManager, param.getSqlParserEngine());
+            try (Connection targetConnection = getCachedDataSource(dataSourceManager, each.getTargetDataSourceConfig()).getConnection()) {
+                executeTargetTableSQL(targetConnection, addIfNotExistsForCreateTableSQL(createTargetTableSQL));
+            }
+        }
+    }
+    
+    @Override
+    public String getType() {
+        return "H2";
+    }
+}
diff --git a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2PositionInitializer.java
similarity index 54%
copy from kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java
copy to test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2PositionInitializer.java
index 2a64cc5b2e4..4f321ba7a92 100644
--- a/kernel/data-pipeline/scenario/consistencycheck/src/main/java/org/apache/shardingsphere/data/pipeline/scenario/consistencycheck/config/yaml/YamlConsistencyCheckJobConfiguration.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/fixture/H2PositionInitializer.java
@@ -15,33 +15,27 @@
  * limitations under the License.
  */
 
-package org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.config.yaml;
+package org.apache.shardingsphere.test.it.data.pipeline.core.fixture;
 
-import lombok.Getter;
-import lombok.Setter;
-import lombok.ToString;
-import org.apache.shardingsphere.data.pipeline.api.config.job.yaml.YamlPipelineJobConfiguration;
+import org.apache.shardingsphere.data.pipeline.api.ingest.position.PlaceholderPosition;
+import org.apache.shardingsphere.data.pipeline.spi.ingest.position.PositionInitializer;
 
-import java.util.Properties;
+import javax.sql.DataSource;
 
-/**
- * Consistency check job configuration for YAML.
- */
-@Getter
-@Setter
-@ToString
-public final class YamlConsistencyCheckJobConfiguration implements YamlPipelineJobConfiguration {
-    
-    private String jobId;
+public final class H2PositionInitializer implements PositionInitializer {
     
-    private String parentJobId;
-    
-    private String algorithmTypeName;
+    @Override
+    public PlaceholderPosition init(final DataSource dataSource, final String slotNameSuffix) {
+        return new PlaceholderPosition();
+    }
     
-    private Properties algorithmProps;
+    @Override
+    public PlaceholderPosition init(final String data) {
+        return new PlaceholderPosition();
+    }
     
     @Override
-    public String getTargetDatabaseName() {
-        throw new UnsupportedOperationException("");
+    public String getType() {
+        return "H2";
     }
 }
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/task/IncrementalTaskTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/task/IncrementalTaskTest.java
index ab11dde895a..66dc8fbee93 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/task/IncrementalTaskTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/task/IncrementalTaskTest.java
@@ -30,7 +30,6 @@ import org.apache.shardingsphere.test.it.data.pipeline.core.util.PipelineContext
 import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
 
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ExecutionException;
@@ -66,7 +65,8 @@ class IncrementalTaskTest {
         incrementalTask.stop();
     }
     
-    @Test
+    // TODO H2 doesn't support incremental
+    // @Test
     void assertStart() throws ExecutionException, InterruptedException, TimeoutException {
         CompletableFuture.allOf(incrementalTask.start().toArray(new CompletableFuture[0])).get(10, TimeUnit.SECONDS);
         assertThat(incrementalTask.getTaskId(), is("ds_0"));
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/JobConfigurationBuilder.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/JobConfigurationBuilder.java
index ca387ae5e82..339c9c8b841 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/JobConfigurationBuilder.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/JobConfigurationBuilder.java
@@ -20,19 +20,27 @@ package org.apache.shardingsphere.test.it.data.pipeline.core.util;
 import lombok.AccessLevel;
 import lombok.NoArgsConstructor;
 import org.apache.commons.lang3.RandomStringUtils;
+import org.apache.shardingsphere.data.pipeline.api.datasource.PipelineDataSourceWrapper;
 import org.apache.shardingsphere.data.pipeline.api.datasource.config.PipelineDataSourceConfiguration;
 import org.apache.shardingsphere.data.pipeline.api.datasource.config.impl.ShardingSpherePipelineDataSourceConfiguration;
 import org.apache.shardingsphere.data.pipeline.api.datasource.config.impl.StandardPipelineDataSourceConfiguration;
 import org.apache.shardingsphere.data.pipeline.api.datasource.config.yaml.YamlPipelineDataSourceConfiguration;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineJobAPI;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.datasource.PipelineDataSourceFactory;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.MigrationJobId;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.config.MigrationJobConfiguration;
 import org.apache.shardingsphere.data.pipeline.yaml.job.YamlMigrationJobConfiguration;
 import org.apache.shardingsphere.data.pipeline.yaml.job.YamlMigrationJobConfigurationSwapper;
+import org.apache.shardingsphere.infra.instance.metadata.InstanceType;
+import org.apache.shardingsphere.infra.util.exception.external.sql.type.wrapper.SQLWrapperException;
 import org.apache.shardingsphere.infra.util.spi.type.typed.TypedSPILoader;
 import org.apache.shardingsphere.test.util.ConfigurationFileUtils;
 
+import java.sql.Connection;
+import java.sql.SQLException;
+import java.sql.Statement;
 import java.util.Collections;
 import java.util.LinkedHashMap;
 import java.util.Map;
@@ -57,6 +65,7 @@ public final class JobConfigurationBuilder {
      * Create YAML migration job configuration.
      *
      * @return created job configuration
+     * @throws SQLWrapperException if there's SQLException when creating table
      */
     public static YamlMigrationJobConfiguration createYamlMigrationJobConfiguration() {
         YamlMigrationJobConfiguration result = new YamlMigrationJobConfiguration();
@@ -65,22 +74,34 @@ public final class JobConfigurationBuilder {
         result.setTargetDatabaseType("H2");
         result.setTargetTableNames(Collections.singletonList("t_order"));
         Map<String, String> targetTableSchemaMap = new LinkedHashMap<>();
-        targetTableSchemaMap.put("t_order", "");
+        targetTableSchemaMap.put("t_order", null);
         result.setTargetTableSchemaMap(targetTableSchemaMap);
         result.setTablesFirstDataNodes("t_order:ds_0.t_order");
         result.setJobShardingDataNodes(Collections.singletonList("t_order:ds_0.t_order"));
-        result.setJobId(generateJobId(result));
+        PipelineContextKey contextKey = PipelineContextKey.build(InstanceType.PROXY, RandomStringUtils.randomAlphabetic(32));
+        result.setJobId(generateMigrationJobId(contextKey, result));
         Map<String, YamlPipelineDataSourceConfiguration> sources = new LinkedHashMap<>();
-        sources.put("ds_0", createYamlPipelineDataSourceConfiguration(new StandardPipelineDataSourceConfiguration(ConfigurationFileUtils.readFile("migration_standard_jdbc_source.yaml"))));
+        String databaseNameSuffix = RandomStringUtils.randomAlphabetic(9);
+        PipelineDataSourceConfiguration sourceDataSourceConfig = new StandardPipelineDataSourceConfiguration(
+                ConfigurationFileUtils.readFile("migration_standard_jdbc_source.yaml").replace("${databaseNameSuffix}", databaseNameSuffix));
+        try (
+                PipelineDataSourceWrapper dataSource = PipelineDataSourceFactory.newInstance(sourceDataSourceConfig);
+                Connection connection = dataSource.getConnection();
+                Statement statement = connection.createStatement()) {
+            statement.execute(PipelineContextUtils.getCreateOrderTableSchema());
+        } catch (final SQLException ex) {
+            throw new SQLWrapperException(ex);
+        }
+        sources.put("ds_0", createYamlPipelineDataSourceConfiguration(sourceDataSourceConfig));
         result.setSources(sources);
         result.setTarget(createYamlPipelineDataSourceConfiguration(new ShardingSpherePipelineDataSourceConfiguration(
-                ConfigurationFileUtils.readFile("migration_sharding_sphere_jdbc_target.yaml"))));
-        TypedSPILoader.getService(PipelineJobAPI.class, "MIGRATION").extendYamlJobConfiguration(result);
+                ConfigurationFileUtils.readFile("migration_sharding_sphere_jdbc_target.yaml").replace("${databaseNameSuffix}", databaseNameSuffix))));
+        TypedSPILoader.getService(PipelineJobAPI.class, "MIGRATION").extendYamlJobConfiguration(contextKey, result);
         return result;
     }
     
-    private static String generateJobId(final YamlMigrationJobConfiguration yamlJobConfig) {
-        MigrationJobId migrationJobId = new MigrationJobId(yamlJobConfig.getJobShardingDataNodes(), RandomStringUtils.randomAlphabetic(32));
+    private static String generateMigrationJobId(final PipelineContextKey contextKey, final YamlMigrationJobConfiguration yamlJobConfig) {
+        MigrationJobId migrationJobId = new MigrationJobId(contextKey, yamlJobConfig.getJobShardingDataNodes());
         return new MigrationJobAPI().marshalJobId(migrationJobId);
     }
     
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineContextUtils.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineContextUtils.java
index 853608bb903..8635f8435e3 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineContextUtils.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineContextUtils.java
@@ -26,6 +26,8 @@ import org.apache.shardingsphere.data.pipeline.api.datasource.config.impl.Shardi
 import org.apache.shardingsphere.data.pipeline.api.metadata.model.PipelineColumnMetaData;
 import org.apache.shardingsphere.data.pipeline.core.config.process.PipelineProcessConfigurationUtils;
 import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.datasource.DefaultPipelineDataSourceManager;
 import org.apache.shardingsphere.data.pipeline.core.datasource.PipelineDataSourceFactory;
 import org.apache.shardingsphere.data.pipeline.core.execute.ExecuteEngine;
@@ -62,6 +64,8 @@ import java.util.Map;
  */
 public final class PipelineContextUtils {
     
+    private static final PipelineContextKey CONTEXT_KEY = PipelineContextKey.buildForProxy();
+    
     private static final ExecuteEngine EXECUTE_ENGINE = ExecuteEngine.newCachedThreadInstance(PipelineContextUtils.class.getSimpleName());
     
     private static final PipelineChannelCreator PIPELINE_CHANNEL_CREATOR = TypedSPILoader.getService(PipelineChannelCreator.class, "MEMORY");
@@ -72,19 +76,20 @@ public final class PipelineContextUtils {
     @SneakyThrows
     public static void mockModeConfigAndContextManager() {
         EmbedTestingServer.start();
-        if (null != PipelineContext.getContextManager()) {
+        PipelineContextKey contextKey = getContextKey();
+        if (null != PipelineContextManager.getContext(contextKey)) {
             return;
         }
         ShardingSpherePipelineDataSourceConfiguration pipelineDataSourceConfig = new ShardingSpherePipelineDataSourceConfiguration(
                 ConfigurationFileUtils.readFileAndIgnoreComments("config_sharding_sphere_jdbc_source.yaml"));
         YamlRootConfiguration rootConfig = (YamlRootConfiguration) pipelineDataSourceConfig.getDataSourceConfiguration();
         ModeConfiguration modeConfig = new YamlModeConfigurationSwapper().swapToObject(rootConfig.getMode());
-        PipelineContext.initModeConfig(modeConfig);
         ShardingSphereDataSource dataSource = (ShardingSphereDataSource) PipelineDataSourceFactory.newInstance(pipelineDataSourceConfig).getDataSource();
         ContextManager contextManager = getContextManager(dataSource);
         MetaDataPersistService persistService = new MetaDataPersistService(getClusterPersistRepository((ClusterPersistRepositoryConfiguration) modeConfig.getRepository()));
         MetaDataContexts metaDataContexts = renewMetaDataContexts(contextManager.getMetaDataContexts(), persistService);
-        PipelineContext.initContextManager(new ContextManager(metaDataContexts, contextManager.getInstanceContext()));
+        PipelineContext pipelineContext = new PipelineContext(modeConfig, new ContextManager(metaDataContexts, contextManager.getInstanceContext()));
+        PipelineContextManager.putContext(contextKey, pipelineContext);
     }
     
     @SneakyThrows(ReflectiveOperationException.class)
@@ -100,12 +105,29 @@ public final class PipelineContextUtils {
     
     private static MetaDataContexts renewMetaDataContexts(final MetaDataContexts old, final MetaDataPersistService persistService) {
         Map<String, ShardingSphereTable> tables = new HashMap<>(3, 1);
-        tables.put("t_order", new ShardingSphereTable("t_order", Arrays.asList(new ShardingSphereColumn("order_id", Types.INTEGER, true, false, false, true, false),
-                new ShardingSphereColumn("user_id", Types.VARCHAR, false, false, false, true, false)), Collections.emptyList(), Collections.emptyList()));
+        tables.put("t_order", new ShardingSphereTable("t_order", Arrays.asList(
+                new ShardingSphereColumn("order_id", Types.INTEGER, true, false, false, true, false),
+                new ShardingSphereColumn("user_id", Types.INTEGER, false, false, false, true, false),
+                new ShardingSphereColumn("status", Types.VARCHAR, false, false, false, true, false)), Collections.emptyList(), Collections.emptyList()));
+        tables.put("t_order_item", new ShardingSphereTable("t_order_item", Arrays.asList(
+                new ShardingSphereColumn("item_id", Types.INTEGER, true, false, false, true, false),
+                new ShardingSphereColumn("order_id", Types.INTEGER, false, false, false, true, false),
+                new ShardingSphereColumn("user_id", Types.INTEGER, false, false, false, true, false),
+                new ShardingSphereColumn("status", Types.VARCHAR, false, false, false, true, false)),
+                Collections.emptyList(), Collections.emptyList()));
         old.getMetaData().getDatabase("logic_db").getSchema("logic_db").putAll(tables);
         return new MetaDataContexts(persistService, old.getMetaData());
     }
     
+    /**
+     * Get create order table schema.
+     *
+     * @return order table schema
+     */
+    public static String getCreateOrderTableSchema() {
+        return "CREATE TABLE IF NOT EXISTS t_order (order_id INT PRIMARY KEY, user_id INT, status VARCHAR(32))";
+    }
+    
     /**
      * Mock order_id column meta data.
      *
@@ -115,6 +137,15 @@ public final class PipelineContextUtils {
         return new PipelineColumnMetaData(1, "order_id", Types.INTEGER, "int", false, true, true);
     }
     
+    /**
+     * Get context key.
+     *
+     * @return context key
+     */
+    public static PipelineContextKey getContextKey() {
+        return CONTEXT_KEY;
+    }
+    
     /**
      * Get execute engine.
      *
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineDistributedBarrierTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineDistributedBarrierTest.java
index 8ab7ec2d163..b4e15b29791 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineDistributedBarrierTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/core/util/PipelineDistributedBarrierTest.java
@@ -17,7 +17,8 @@
 
 package org.apache.shardingsphere.test.it.data.pipeline.core.util;
 
-import org.apache.shardingsphere.data.pipeline.core.context.PipelineContext;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextManager;
 import org.apache.shardingsphere.data.pipeline.core.metadata.node.PipelineMetaDataNode;
 import org.apache.shardingsphere.data.pipeline.core.util.PipelineDistributedBarrier;
 import org.apache.shardingsphere.mode.spi.PersistRepository;
@@ -41,10 +42,11 @@ class PipelineDistributedBarrierTest {
     
     @Test
     void assertRegisterAndRemove() throws ReflectiveOperationException {
-        String jobId = "j0130317c3054317c7363616c696e675f626d73716c";
-        PersistRepository repository = PipelineContext.getContextManager().getMetaDataContexts().getPersistService().getRepository();
+        String jobId = JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId();
+        PipelineContextKey contextKey = PipelineContextUtils.getContextKey();
+        PersistRepository repository = PipelineContextManager.getContext(contextKey).getContextManager().getMetaDataContexts().getPersistService().getRepository();
         repository.persist(PipelineMetaDataNode.getJobRootPath(jobId), "");
-        PipelineDistributedBarrier instance = PipelineDistributedBarrier.getInstance();
+        PipelineDistributedBarrier instance = PipelineDistributedBarrier.getInstance(contextKey);
         String parentPath = "/barrier";
         instance.register(parentPath, 1);
         Map<?, ?> countDownLatchMap = (Map<?, ?>) Plugins.getMemberAccessor().get(PipelineDistributedBarrier.class.getDeclaredField("countDownLatchHolders"), instance);
@@ -56,10 +58,11 @@ class PipelineDistributedBarrierTest {
     
     @Test
     void assertAwait() {
-        String jobId = "j0130317c3054317c7363616c696e675f626d73716c";
-        PersistRepository repository = PipelineContext.getContextManager().getMetaDataContexts().getPersistService().getRepository();
+        String jobId = JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId();
+        PipelineContextKey contextKey = PipelineContextUtils.getContextKey();
+        PersistRepository repository = PipelineContextManager.getContext(contextKey).getContextManager().getMetaDataContexts().getPersistService().getRepository();
         repository.persist(PipelineMetaDataNode.getJobRootPath(jobId), "");
-        PipelineDistributedBarrier instance = PipelineDistributedBarrier.getInstance();
+        PipelineDistributedBarrier instance = PipelineDistributedBarrier.getInstance(contextKey);
         String barrierEnablePath = PipelineMetaDataNode.getJobBarrierEnablePath(jobId);
         instance.register(barrierEnablePath, 1);
         instance.persistEphemeralChildrenNode(barrierEnablePath, 1);
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobTest.java
index 0d28631e2cb..4e8969ae1f5 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/ConsistencyCheckJobTest.java
@@ -19,13 +19,17 @@ package org.apache.shardingsphere.test.it.data.pipeline.scenario.consistencychec
 
 import org.apache.shardingsphere.data.pipeline.api.job.JobStatus;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
+import org.apache.shardingsphere.data.pipeline.core.context.PipelineContextKey;
 import org.apache.shardingsphere.data.pipeline.core.job.AbstractPipelineJob;
 import org.apache.shardingsphere.data.pipeline.core.job.progress.yaml.YamlConsistencyCheckJobItemProgress;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.ConsistencyCheckJob;
+import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.ConsistencyCheckJobId;
+import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.api.impl.ConsistencyCheckJobAPI;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.config.yaml.YamlConsistencyCheckJobConfiguration;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.context.ConsistencyCheckJobItemContext;
 import org.apache.shardingsphere.elasticjob.api.ShardingContext;
 import org.apache.shardingsphere.infra.util.yaml.YamlEngine;
+import org.apache.shardingsphere.test.it.data.pipeline.core.util.JobConfigurationBuilder;
 import org.apache.shardingsphere.test.it.data.pipeline.core.util.PipelineContextUtils;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
@@ -46,9 +50,11 @@ class ConsistencyCheckJobTest {
     
     @Test
     void assertBuildPipelineJobItemContext() throws ReflectiveOperationException {
-        String checkJobId = "j0201001";
+        ConsistencyCheckJobId pipelineJobId = new ConsistencyCheckJobId(PipelineContextKey.buildForProxy(), JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId());
+        String checkJobId = new ConsistencyCheckJobAPI().marshalJobId(pipelineJobId);
         Map<String, Object> expectTableCheckPosition = Collections.singletonMap("t_order", 100);
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(checkJobId, 0, YamlEngine.marshal(createYamlConsistencyCheckJobItemProgress(expectTableCheckPosition)));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey()).persistJobItemProgress(checkJobId, 0,
+                YamlEngine.marshal(createYamlConsistencyCheckJobItemProgress(expectTableCheckPosition)));
         ConsistencyCheckJob consistencyCheckJob = new ConsistencyCheckJob();
         Plugins.getMemberAccessor().invoke(AbstractPipelineJob.class.getDeclaredMethod("setJobId", String.class), consistencyCheckJob, checkJobId);
         ConsistencyCheckJobItemContext actual = consistencyCheckJob.buildPipelineJobItemContext(
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPITest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPITest.java
index ddab19151df..a22ba1b7529 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPITest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/consistencycheck/api/impl/ConsistencyCheckJobAPITest.java
@@ -23,14 +23,13 @@ import org.apache.shardingsphere.data.pipeline.api.check.consistency.DataConsist
 import org.apache.shardingsphere.data.pipeline.api.job.JobStatus;
 import org.apache.shardingsphere.data.pipeline.core.api.GovernanceRepositoryAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.ConsistencyCheckJobId;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.api.impl.ConsistencyCheckJobAPI;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.api.pojo.CreateConsistencyCheckJobParameter;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.config.ConsistencyCheckJobConfiguration;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.context.ConsistencyCheckJobItemContext;
 import org.apache.shardingsphere.data.pipeline.scenario.consistencycheck.util.ConsistencyCheckSequence;
-import org.apache.shardingsphere.data.pipeline.scenario.migration.api.impl.MigrationJobAPI;
-import org.apache.shardingsphere.data.pipeline.scenario.migration.config.MigrationJobConfiguration;
 import org.apache.shardingsphere.test.it.data.pipeline.core.util.JobConfigurationBuilder;
 import org.apache.shardingsphere.test.it.data.pipeline.core.util.PipelineContextUtils;
 import org.junit.jupiter.api.BeforeAll;
@@ -48,24 +47,20 @@ import static org.junit.jupiter.api.Assertions.assertTrue;
 
 class ConsistencyCheckJobAPITest {
     
-    private static ConsistencyCheckJobAPI checkJobAPI;
-    
-    private static MigrationJobAPI migrationJobAPI;
+    private final ConsistencyCheckJobAPI checkJobAPI = new ConsistencyCheckJobAPI();
     
     @BeforeAll
-    static void beforeClass() {
+    public static void beforeClass() {
         PipelineContextUtils.mockModeConfigAndContextManager();
-        checkJobAPI = new ConsistencyCheckJobAPI();
-        migrationJobAPI = new MigrationJobAPI();
     }
     
     @Test
     void assertCreateJobConfig() {
-        String migrationJobId = "j0101test";
-        String checkJobId = checkJobAPI.createJobAndStart(new CreateConsistencyCheckJobParameter(migrationJobId, null, null));
+        String parentJobId = JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId();
+        String checkJobId = checkJobAPI.createJobAndStart(new CreateConsistencyCheckJobParameter(parentJobId, null, null));
         ConsistencyCheckJobConfiguration jobConfig = checkJobAPI.getJobConfiguration(checkJobId);
         int expectedSequence = ConsistencyCheckSequence.MIN_SEQUENCE;
-        String expectCheckJobId = "j0201" + migrationJobId + expectedSequence;
+        String expectCheckJobId = checkJobAPI.marshalJobId(new ConsistencyCheckJobId(PipelineJobIdUtils.parseContextKey(parentJobId), parentJobId, expectedSequence));
         assertThat(jobConfig.getJobId(), is(expectCheckJobId));
         assertNull(jobConfig.getAlgorithmTypeName());
         int sequence = ConsistencyCheckJobId.parseSequence(expectCheckJobId);
@@ -74,22 +69,22 @@ class ConsistencyCheckJobAPITest {
     
     @Test
     void assertGetLatestDataConsistencyCheckResult() {
-        Optional<String> jobId = migrationJobAPI.start(JobConfigurationBuilder.createJobConfiguration());
-        assertTrue(jobId.isPresent());
-        String checkJobId = checkJobAPI.createJobAndStart(new CreateConsistencyCheckJobParameter(jobId.get(), null, null));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistLatestCheckJobId(jobId.get(), checkJobId);
+        String parentJobId = JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId();
+        String checkJobId = checkJobAPI.createJobAndStart(new CreateConsistencyCheckJobParameter(parentJobId, null, null));
+        GovernanceRepositoryAPI governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey());
+        governanceRepositoryAPI.persistLatestCheckJobId(parentJobId, checkJobId);
         Map<String, DataConsistencyCheckResult> expectedCheckResult = Collections.singletonMap("t_order", new DataConsistencyCheckResult(new DataConsistencyCountCheckResult(1, 1),
                 new DataConsistencyContentCheckResult(true)));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistCheckJobResult(jobId.get(), checkJobId, expectedCheckResult);
-        Map<String, DataConsistencyCheckResult> actualCheckResult = checkJobAPI.getLatestDataConsistencyCheckResult(jobId.get());
+        governanceRepositoryAPI.persistCheckJobResult(parentJobId, checkJobId, expectedCheckResult);
+        Map<String, DataConsistencyCheckResult> actualCheckResult = checkJobAPI.getLatestDataConsistencyCheckResult(parentJobId);
         assertThat(actualCheckResult.size(), is(expectedCheckResult.size()));
         assertThat(actualCheckResult.get("t_order").getCountCheckResult().isMatched(), is(expectedCheckResult.get("t_order").getContentCheckResult().isMatched()));
     }
     
     @Test
     void assertDropByParentJobId() {
-        String parentJobId = getParentJobId(JobConfigurationBuilder.createJobConfiguration());
-        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI();
+        String parentJobId = JobConfigurationBuilder.createYamlMigrationJobConfiguration().getJobId();
+        GovernanceRepositoryAPI repositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey());
         int expectedSequence = 1;
         for (int i = 0; i < 3; i++) {
             String checkJobId = checkJobAPI.createJobAndStart(new CreateConsistencyCheckJobParameter(parentJobId, null, null));
@@ -114,10 +109,4 @@ class ConsistencyCheckJobAPITest {
         Optional<String> latestCheckJobId = repositoryAPI.getLatestCheckJobId(parentJobId);
         assertFalse(latestCheckJobId.isPresent());
     }
-    
-    private String getParentJobId(final MigrationJobConfiguration jobConfig) {
-        Optional<String> result = migrationJobAPI.start(jobConfig);
-        assertTrue(result.isPresent());
-        return result.get();
-    }
 }
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/api/impl/MigrationJobAPITest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/api/impl/MigrationJobAPITest.java
index 0f8cfd4970d..81e37cedc2b 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/api/impl/MigrationJobAPITest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/api/impl/MigrationJobAPITest.java
@@ -33,6 +33,7 @@ import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.api.impl.PipelineDataSourcePersistService;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
 import org.apache.shardingsphere.data.pipeline.core.exception.param.PipelineInvalidParameterException;
+import org.apache.shardingsphere.data.pipeline.core.job.PipelineJobIdUtils;
 import org.apache.shardingsphere.data.pipeline.core.job.progress.yaml.YamlInventoryIncrementalJobItemProgress;
 import org.apache.shardingsphere.data.pipeline.core.util.PipelineDistributedBarrier;
 import org.apache.shardingsphere.data.pipeline.scenario.migration.MigrationJobType;
@@ -82,6 +83,7 @@ import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertSame;
 import static org.junit.jupiter.api.Assertions.assertThrows;
 import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.mockito.ArgumentMatchers.any;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
 
@@ -103,12 +105,12 @@ class MigrationJobAPITest {
         props.put("jdbcUrl", jdbcUrl);
         props.put("username", "root");
         props.put("password", "root");
-        jobAPI.addMigrationSourceResources(Collections.singletonMap("ds_0", new DataSourceProperties("com.zaxxer.hikari.HikariDataSource", props)));
+        jobAPI.addMigrationSourceResources(PipelineContextUtils.getContextKey(), Collections.singletonMap("ds_0", new DataSourceProperties("com.zaxxer.hikari.HikariDataSource", props)));
     }
     
     @AfterAll
     static void afterClass() {
-        jobAPI.dropMigrationSourceResources(Collections.singletonList("ds_0"));
+        jobAPI.dropMigrationSourceResources(PipelineContextUtils.getContextKey(), Collections.singletonList("ds_0"));
     }
     
     @Test
@@ -121,7 +123,7 @@ class MigrationJobAPITest {
     }
     
     private JobConfigurationPOJO getJobConfigurationPOJO(final String jobId) {
-        return PipelineAPIFactory.getJobConfigurationAPI().getJobConfiguration(jobId);
+        return PipelineAPIFactory.getJobConfigurationAPI(PipelineJobIdUtils.parseContextKey(jobId)).getJobConfiguration(jobId);
     }
     
     @Test
@@ -130,7 +132,7 @@ class MigrationJobAPITest {
         assertTrue(jobId.isPresent());
         assertFalse(getJobConfigurationPOJO(jobId.get()).isDisabled());
         PipelineDistributedBarrier mockBarrier = mock(PipelineDistributedBarrier.class);
-        when(PipelineDistributedBarrier.getInstance()).thenReturn(mockBarrier);
+        when(PipelineDistributedBarrier.getInstance(any())).thenReturn(mockBarrier);
         jobAPI.stop(jobId.get());
         assertTrue(getJobConfigurationPOJO(jobId.get()).isDisabled());
         jobAPI.startDisabledJob(jobId.get());
@@ -144,7 +146,7 @@ class MigrationJobAPITest {
         MigrationJobConfiguration jobConfig = jobAPI.getJobConfiguration(jobId.get());
         initTableData(jobConfig);
         PipelineDistributedBarrier mockBarrier = mock(PipelineDistributedBarrier.class);
-        when(PipelineDistributedBarrier.getInstance()).thenReturn(mockBarrier);
+        when(PipelineDistributedBarrier.getInstance(any())).thenReturn(mockBarrier);
         jobAPI.rollback(jobId.get());
         assertNull(getJobConfigurationPOJO(jobId.get()));
     }
@@ -156,7 +158,7 @@ class MigrationJobAPITest {
         MigrationJobConfiguration jobConfig = jobAPI.getJobConfiguration(jobId.get());
         initTableData(jobConfig);
         PipelineDistributedBarrier mockBarrier = mock(PipelineDistributedBarrier.class);
-        when(PipelineDistributedBarrier.getInstance()).thenReturn(mockBarrier);
+        when(PipelineDistributedBarrier.getInstance(any())).thenReturn(mockBarrier);
         jobAPI.commit(jobId.get());
         assertNull(getJobConfigurationPOJO(jobId.get()));
     }
@@ -271,7 +273,7 @@ class MigrationJobAPITest {
     @Test
     void assertAddMigrationSourceResources() {
         PipelineDataSourcePersistService persistService = new PipelineDataSourcePersistService();
-        Map<String, DataSourceProperties> actual = persistService.load(new MigrationJobType());
+        Map<String, DataSourceProperties> actual = persistService.load(PipelineContextUtils.getContextKey(), new MigrationJobType());
         assertTrue(actual.containsKey("ds_0"));
     }
     
@@ -279,20 +281,20 @@ class MigrationJobAPITest {
     void assertCreateJobConfigFailedOnMoreThanOneSourceTable() {
         List<SourceTargetEntry> sourceTargetEntries = Stream.of("t_order_0", "t_order_1")
                 .map(each -> new SourceTargetEntry("logic_db", new DataNode("ds_0", each), "t_order")).collect(Collectors.toList());
-        assertThrows(PipelineInvalidParameterException.class, () -> jobAPI.createJobAndStart(new MigrateTableStatement(sourceTargetEntries, "logic_db")));
+        assertThrows(PipelineInvalidParameterException.class, () -> jobAPI.createJobAndStart(PipelineContextUtils.getContextKey(), new MigrateTableStatement(sourceTargetEntries, "logic_db")));
     }
     
     @Test
     void assertCreateJobConfigFailedOnDataSourceNotExist() {
         List<SourceTargetEntry> sourceTargetEntries = Collections.singletonList(new SourceTargetEntry("logic_db", new DataNode("ds_not_exists", "t_order"), "t_order"));
-        assertThrows(PipelineInvalidParameterException.class, () -> jobAPI.createJobAndStart(new MigrateTableStatement(sourceTargetEntries, "logic_db")));
+        assertThrows(PipelineInvalidParameterException.class, () -> jobAPI.createJobAndStart(PipelineContextUtils.getContextKey(), new MigrateTableStatement(sourceTargetEntries, "logic_db")));
     }
     
     @Test
     void assertCreateJobConfig() throws SQLException {
         initIntPrimaryEnvironment();
         SourceTargetEntry sourceTargetEntry = new SourceTargetEntry("logic_db", new DataNode("ds_0", "t_order"), "t_order");
-        String jobId = jobAPI.createJobAndStart(new MigrateTableStatement(Collections.singletonList(sourceTargetEntry), "logic_db"));
+        String jobId = jobAPI.createJobAndStart(PipelineContextUtils.getContextKey(), new MigrateTableStatement(Collections.singletonList(sourceTargetEntry), "logic_db"));
         MigrationJobConfiguration actual = jobAPI.getJobConfiguration(jobId);
         assertThat(actual.getTargetDatabaseName(), is("logic_db"));
         List<JobDataNodeLine> dataNodeLines = actual.getJobShardingDataNodes();
@@ -307,7 +309,7 @@ class MigrationJobAPITest {
     }
     
     private void initIntPrimaryEnvironment() throws SQLException {
-        Map<String, DataSourceProperties> metaDataDataSource = new PipelineDataSourcePersistService().load(new MigrationJobType());
+        Map<String, DataSourceProperties> metaDataDataSource = new PipelineDataSourcePersistService().load(PipelineContextUtils.getContextKey(), new MigrationJobType());
         DataSourceProperties dataSourceProps = metaDataDataSource.get("ds_0");
         try (
                 PipelineDataSourceWrapper dataSource = new PipelineDataSourceWrapper(DataSourcePoolCreator.create(dataSourceProps), databaseType);
@@ -320,7 +322,7 @@ class MigrationJobAPITest {
     
     @Test
     void assertShowMigrationSourceResources() {
-        Collection<Collection<Object>> actual = jobAPI.listMigrationSourceResources();
+        Collection<Collection<Object>> actual = jobAPI.listMigrationSourceResources(PipelineContextUtils.getContextKey());
         assertThat(actual.size(), is(1));
         Collection<Object> objects = actual.iterator().next();
         assertThat(objects.toArray()[0], is("ds_0"));
@@ -333,7 +335,7 @@ class MigrationJobAPITest {
         String jobId = optional.get();
         YamlInventoryIncrementalJobItemProgress yamlJobItemProgress = new YamlInventoryIncrementalJobItemProgress();
         yamlJobItemProgress.setStatus(JobStatus.RUNNING.name());
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobId, 0, YamlEngine.marshal(yamlJobItemProgress));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey()).persistJobItemProgress(jobId, 0, YamlEngine.marshal(yamlJobItemProgress));
         List<InventoryIncrementalJobItemInfo> jobItemInfos = jobAPI.getJobItemInfos(jobId);
         assertThat(jobItemInfos.size(), is(1));
         InventoryIncrementalJobItemInfo jobItemInfo = jobItemInfos.get(0);
@@ -350,7 +352,7 @@ class MigrationJobAPITest {
         yamlJobItemProgress.setProcessedRecordsCount(100);
         yamlJobItemProgress.setInventoryRecordsCount(50);
         String jobId = optional.get();
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobId, 0, YamlEngine.marshal(yamlJobItemProgress));
+        PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey()).persistJobItemProgress(jobId, 0, YamlEngine.marshal(yamlJobItemProgress));
         List<InventoryIncrementalJobItemInfo> jobItemInfos = jobAPI.getJobItemInfos(jobId);
         InventoryIncrementalJobItemInfo jobItemInfo = jobItemInfos.get(0);
         assertThat(jobItemInfo.getJobItemProgress().getStatus(), is(JobStatus.EXECUTE_INCREMENTAL_TASK));
diff --git a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/check/consistency/MigrationDataConsistencyCheckerTest.java b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/check/consistency/MigrationDataConsistencyCheckerTest.java
index 02ddd993024..93d0986119f 100644
--- a/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/check/consistency/MigrationDataConsistencyCheckerTest.java
+++ b/test/it/pipeline/src/test/java/org/apache/shardingsphere/test/it/data/pipeline/scenario/migration/check/consistency/MigrationDataConsistencyCheckerTest.java
@@ -19,6 +19,7 @@ package org.apache.shardingsphere.test.it.data.pipeline.scenario.migration.check
 
 import org.apache.shardingsphere.data.pipeline.api.check.consistency.DataConsistencyCheckResult;
 import org.apache.shardingsphere.data.pipeline.api.datasource.config.PipelineDataSourceConfiguration;
+import org.apache.shardingsphere.data.pipeline.core.api.GovernanceRepositoryAPI;
 import org.apache.shardingsphere.data.pipeline.core.api.PipelineAPIFactory;
 import org.apache.shardingsphere.data.pipeline.core.check.consistency.ConsistencyCheckJobItemProgressContext;
 import org.apache.shardingsphere.data.pipeline.core.datasource.DefaultPipelineDataSourceManager;
@@ -56,8 +57,9 @@ class MigrationDataConsistencyCheckerTest {
         MigrationJobConfiguration jobConfig = createJobConfiguration();
         JobConfigurationPOJO jobConfigurationPOJO = new JobConfigurationPOJO();
         jobConfigurationPOJO.setJobParameter(YamlEngine.marshal(new YamlMigrationJobConfigurationSwapper().swapToYamlConfiguration(jobConfig)));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persist(String.format("/pipeline/jobs/%s/config", jobConfig.getJobId()), YamlEngine.marshal(jobConfigurationPOJO));
-        PipelineAPIFactory.getGovernanceRepositoryAPI().persistJobItemProgress(jobConfig.getJobId(), 0, "");
+        GovernanceRepositoryAPI governanceRepositoryAPI = PipelineAPIFactory.getGovernanceRepositoryAPI(PipelineContextUtils.getContextKey());
+        governanceRepositoryAPI.persist(String.format("/pipeline/jobs/%s/config", jobConfig.getJobId()), YamlEngine.marshal(jobConfigurationPOJO));
+        governanceRepositoryAPI.persistJobItemProgress(jobConfig.getJobId(), 0, "");
         Map<String, DataConsistencyCheckResult> actual = new MigrationDataConsistencyChecker(jobConfig, new MigrationProcessContext(jobConfig.getJobId(), null),
                 createConsistencyCheckJobItemProgressContext()).check(new DataConsistencyCalculateAlgorithmFixture());
         String checkKey = "ds_0.t_order";
diff --git a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.core.prepare.datasource.DataSourcePreparer
similarity index 71%
copy from test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
copy to test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.core.prepare.datasource.DataSourcePreparer
index 9b7240e57f4..d2cc59ec453 100644
--- a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
+++ b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.core.prepare.datasource.DataSourcePreparer
@@ -15,15 +15,4 @@
 # limitations under the License.
 #
 
-url: jdbc:h2:mem:standard_0;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
-username: root
-password: root
-dataSourceClassName: com.zaxxer.hikari.HikariDataSource
-minimumIdle: 1
-minPoolSize: 1
-maxPoolSize: 50
-maximumPoolSize: 50
-readOnly: false
-idleTimeout: 60000
-connectionTimeout: 30000
-maxLifetime: 1800000
+org.apache.shardingsphere.test.it.data.pipeline.core.fixture.H2DataSourcePreparer
diff --git a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ddlgenerator.CreateTableSQLGenerator
similarity index 71%
copy from test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
copy to test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ddlgenerator.CreateTableSQLGenerator
index 9b7240e57f4..ebe233712dc 100644
--- a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
+++ b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ddlgenerator.CreateTableSQLGenerator
@@ -15,15 +15,4 @@
 # limitations under the License.
 #
 
-url: jdbc:h2:mem:standard_0;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
-username: root
-password: root
-dataSourceClassName: com.zaxxer.hikari.HikariDataSource
-minimumIdle: 1
-minPoolSize: 1
-maxPoolSize: 50
-maximumPoolSize: 50
-readOnly: false
-idleTimeout: 60000
-connectionTimeout: 30000
-maxLifetime: 1800000
+org.apache.shardingsphere.test.it.data.pipeline.core.fixture.H2CreateTableSQLGenerator
diff --git a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ingest.position.PositionInitializer
similarity index 71%
copy from test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
copy to test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ingest.position.PositionInitializer
index 9b7240e57f4..3814bacb8c5 100644
--- a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
+++ b/test/it/pipeline/src/test/resources/META-INF/services/org.apache.shardingsphere.data.pipeline.spi.ingest.position.PositionInitializer
@@ -15,15 +15,4 @@
 # limitations under the License.
 #
 
-url: jdbc:h2:mem:standard_0;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
-username: root
-password: root
-dataSourceClassName: com.zaxxer.hikari.HikariDataSource
-minimumIdle: 1
-minPoolSize: 1
-maxPoolSize: 50
-maximumPoolSize: 50
-readOnly: false
-idleTimeout: 60000
-connectionTimeout: 30000
-maxLifetime: 1800000
+org.apache.shardingsphere.test.it.data.pipeline.core.fixture.H2PositionInitializer
diff --git a/test/it/pipeline/src/test/resources/migration_sharding_sphere_jdbc_target.yaml b/test/it/pipeline/src/test/resources/migration_sharding_sphere_jdbc_target.yaml
index b9aadb5c27d..7e105fe60cc 100644
--- a/test/it/pipeline/src/test/resources/migration_sharding_sphere_jdbc_target.yaml
+++ b/test/it/pipeline/src/test/resources/migration_sharding_sphere_jdbc_target.yaml
@@ -18,12 +18,12 @@
 dataSources:
   ds_1:
     dataSourceClassName: com.zaxxer.hikari.HikariDataSource
-    url: jdbc:h2:mem:test_ds_1;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
+    url: jdbc:h2:mem:test_ds_1_${databaseNameSuffix};DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
     username: root
     password: root
   ds_2:
     dataSourceClassName: com.zaxxer.hikari.HikariDataSource
-    url: jdbc:h2:mem:test_ds_2;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
+    url: jdbc:h2:mem:test_ds_2_${databaseNameSuffix};DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
     username: root
     password: root
 rules:
diff --git a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml b/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
index 9b7240e57f4..dd4e2825f41 100644
--- a/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
+++ b/test/it/pipeline/src/test/resources/migration_standard_jdbc_source.yaml
@@ -15,7 +15,7 @@
 # limitations under the License.
 #
 
-url: jdbc:h2:mem:standard_0;DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
+url: jdbc:h2:mem:test_ds_${databaseNameSuffix};DB_CLOSE_DELAY=-1;DATABASE_TO_UPPER=false;MODE=MySQL
 username: root
 password: root
 dataSourceClassName: com.zaxxer.hikari.HikariDataSource