diff --git a/extension/spark-doris-connector/pom.xml b/extension/spark-doris-connector/pom.xml
index c8cd0e0222..35986ad381 100644
--- a/extension/spark-doris-connector/pom.xml
+++ b/extension/spark-doris-connector/pom.xml
@@ -32,7 +32,7 @@
         <scala.version>2.11</scala.version>
         <spark.version>2.3.4</spark.version>
         <libthrift.version>0.9.3</libthrift.version>
-        <arrow.version>0.8.0</arrow.version>
+        <arrow.version>0.15.1</arrow.version>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
@@ -59,7 +59,6 @@
             <groupId>org.apache.arrow</groupId>
             <artifactId>arrow-vector</artifactId>
             <version>${arrow.version}</version>
-            <scope>provided</scope>
         </dependency>
 
         <!--Test-->
@@ -137,6 +136,49 @@
                     </args>
                 </configuration>
             </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <version>3.2.1</version>
+                <configuration>
+                    <artifactSet>
+                        <excludes>
+                            <exclude>com.google.code.findbugs:*</exclude>
+                            <exclude>org.slf4j:*</exclude>
+                        </excludes>
+                    </artifactSet>
+                    <relocations>
+                        <relocation>
+                            <pattern>org.apache.arrow</pattern>
+                            <shadedPattern>org.apache.doris.arrow</shadedPattern>
+                        </relocation>
+                        <relocation>
+                            <pattern>io.netty</pattern>
+                            <shadedPattern>org.apache.doris.netty</shadedPattern>
+                        </relocation>
+                        <relocation>
+                            <pattern>com.fasterxml.jackson</pattern>
+                            <shadedPattern>org.apache.doris.jackson</shadedPattern>
+                        </relocation>
+                        <relocation>
+                            <pattern>org.apache.commons.codec</pattern>
+                            <shadedPattern>org.apache.doris.commons.codec</shadedPattern>
+                        </relocation>
+                        <relocation>
+                            <pattern>com.google.flatbuffers</pattern>
+                            <shadedPattern>org.apache.doris.flatbuffers</shadedPattern>
+                        </relocation>
+                    </relocations>
+                </configuration>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
             <plugin>
                 <groupId>org.jacoco</groupId>
                 <artifactId>jacoco-maven-plugin</artifactId>