diff --git a/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/FlinkPipelineComposer.java b/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/FlinkPipelineComposer.java
index a7659561743..07c2c59592f 100644
--- a/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/FlinkPipelineComposer.java
+++ b/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/FlinkPipelineComposer.java
@@ -20,9 +20,11 @@
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 
 import com.ververica.cdc.common.annotation.Internal;
+import com.ververica.cdc.common.configuration.Configuration;
 import com.ververica.cdc.common.event.Event;
 import com.ververica.cdc.common.factories.DataSinkFactory;
 import com.ververica.cdc.common.factories.FactoryHelper;
+import com.ververica.cdc.common.pipeline.PipelineConfig;
 import com.ververica.cdc.common.pipeline.PipelineOptions;
 import com.ververica.cdc.common.sink.DataSink;
 import com.ververica.cdc.composer.PipelineComposer;
@@ -80,14 +82,15 @@ public PipelineExecution compose(PipelineDef pipelineDef) {
         // Source
         DataSourceTranslator sourceTranslator = new DataSourceTranslator();
         DataStream<Event> stream =
-                sourceTranslator.translate(pipelineDef.getSource(), env, parallelism);
+                sourceTranslator.translate(
+                        pipelineDef.getSource(), env, pipelineDef.getPipelineConfig());
 
         // Route
         RouteTranslator routeTranslator = new RouteTranslator();
         stream = routeTranslator.translate(stream, pipelineDef.getRoute());
 
         // Create sink in advance as schema operator requires MetadataApplier
-        DataSink dataSink = createDataSink(pipelineDef.getSink());
+        DataSink dataSink = createDataSink(pipelineDef.getSink(), pipelineDef.getPipelineConfig());
 
         // Schema operator
         SchemaOperatorTranslator schemaOperatorTranslator =
@@ -120,7 +123,7 @@ public PipelineExecution compose(PipelineDef pipelineDef) {
                 isBlocking);
     }
 
-    private DataSink createDataSink(SinkDef sinkDef) {
+    private DataSink createDataSink(SinkDef sinkDef, PipelineConfig pipelineConfig) {
         // Search the data sink factory
         DataSinkFactory sinkFactory =
                 FactoryDiscoveryUtils.getFactoryByIdentifier(
@@ -131,10 +134,13 @@ private DataSink createDataSink(SinkDef sinkDef) {
                 .ifPresent(jar -> FlinkEnvironmentUtils.addJar(env, jar));
 
         // Create data sink
+        final Configuration contextConfig = new Configuration();
+        contextConfig.addAll(sinkDef.getConfig());
+        contextConfig.addAll(pipelineConfig.getConfiguration());
         return sinkFactory.createDataSink(
                 new FactoryHelper.DefaultContext(
-                        sinkDef.getConfig().toMap(),
-                        sinkDef.getConfig(),
+                        contextConfig.toMap(),
+                        contextConfig,
                         Thread.currentThread().getContextClassLoader()));
     }
 
diff --git a/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/translator/DataSourceTranslator.java b/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/translator/DataSourceTranslator.java
index dbde8755838..f0aba228a55 100644
--- a/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/translator/DataSourceTranslator.java
+++ b/flink-cdc-composer/src/main/java/com/ververica/cdc/composer/flink/translator/DataSourceTranslator.java
@@ -21,9 +21,12 @@
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 
 import com.ververica.cdc.common.annotation.Internal;
+import com.ververica.cdc.common.configuration.Configuration;
 import com.ververica.cdc.common.event.Event;
 import com.ververica.cdc.common.factories.DataSourceFactory;
 import com.ververica.cdc.common.factories.FactoryHelper;
+import com.ververica.cdc.common.pipeline.PipelineConfig;
+import com.ververica.cdc.common.pipeline.PipelineOptions;
 import com.ververica.cdc.common.source.DataSource;
 import com.ververica.cdc.common.source.EventSourceProvider;
 import com.ververica.cdc.common.source.FlinkSourceFunctionProvider;
@@ -39,14 +42,18 @@
  */
 @Internal
 public class DataSourceTranslator {
+
     public DataStreamSource<Event> translate(
-            SourceDef sourceDef, StreamExecutionEnvironment env, int sourceParallelism) {
+            SourceDef sourceDef, StreamExecutionEnvironment env, PipelineConfig pipelineConfig) {
         // Search the data source factory
         DataSourceFactory sourceFactory =
                 FactoryDiscoveryUtils.getFactoryByIdentifier(
                         sourceDef.getType(), DataSourceFactory.class);
 
         // Create data source
+        final Configuration contextConfig = new Configuration();
+        contextConfig.addAll(sourceDef.getConfig());
+        contextConfig.addAll(pipelineConfig.getConfiguration());
         DataSource dataSource =
                 sourceFactory.createDataSource(
                         new FactoryHelper.DefaultContext(
@@ -59,6 +66,7 @@ public DataStreamSource<Event> translate(
                 .ifPresent(jar -> FlinkEnvironmentUtils.addJar(env, jar));
 
         // Get source provider
+        final int sourceParallelism = pipelineConfig.get(PipelineOptions.GLOBAL_PARALLELISM);
         EventSourceProvider eventSourceProvider = dataSource.getEventSourceProvider();
         if (eventSourceProvider instanceof FlinkSourceProvider) {
             // Source