diff --git a/core/src/main/assembly/package.xml b/core/src/main/assembly/package.xml
index 7369f563..5ffad327 100755
--- a/core/src/main/assembly/package.xml
+++ b/core/src/main/assembly/package.xml
@@ -70,6 +70,15 @@
             <outputDirectory>/job</outputDirectory>
         </fileSet>
 
+        <!-- for custom transformer udf -->
+        <fileSet>
+            <directory>src/main/local_storage</directory>
+            <includes>
+                <include>**/*</include>
+            </includes>
+            <outputDirectory>/local_storage</outputDirectory>
+        </fileSet>
+
         <fileSet>
             <directory>src/main/tools/</directory>
             <includes>
diff --git a/core/src/main/java/com/alibaba/datax/core/util/TransformerUtil.java b/core/src/main/java/com/alibaba/datax/core/util/TransformerUtil.java
index 1b469623..7119ada3 100644
--- a/core/src/main/java/com/alibaba/datax/core/util/TransformerUtil.java
+++ b/core/src/main/java/com/alibaba/datax/core/util/TransformerUtil.java
@@ -46,7 +46,7 @@ public class TransformerUtil {
         /**
          * 延迟load 第三方插件的function，并按需load
          */
-        LOG.info(String.format(" user config tranformers [%s], loading...", functionNames));
+        LOG.info(" user config tranformers {}, loading...", functionNames);
         TransformerRegistry.loadTransformerFromLocalStorage(functionNames);
 
         int i = 0;
diff --git a/core/src/main/local_storage/transformer/README.md b/core/src/main/local_storage/transformer/README.md
new file mode 100644
index 00000000..4ac2dba5
--- /dev/null
+++ b/core/src/main/local_storage/transformer/README.md
@@ -0,0 +1,109 @@
+# 第三方 Transformer UDF 
+
+如果需要添加第三方或自定义 Transformer UDF 时，请在此目录新建以 **udf name** 命名的文件夹，将 jar 包放入新建的文件夹下，
+同时在其文件夹下创建配置文件 `transformer.json`，并添加如下配置：
+ 
+```json
+{
+    "class": "自定义的Transformer全限定类名",
+    "name": "udf 的名字"
+}
+```
+
+<br/>
+
+# 例子
+例如实现一个将 ipv4 字符串类型类型的地址转为数字的 Transformer UDF，可以这样实现
+
+新建一个 Maven 项目，在项目下创建一个 lib 文件夹，从环境中考虑如下 jar 包到 lib 下
+* datax-common-0.0.1-SNAPSHOT.jar
+* datax-core-0.0.1-SNAPSHOT.jar
+* datax-transformer-0.0.1-SNAPSHOT.jar
+
+pom.xml 中添加如下依赖
+```
+        <!-- DataX Common -->
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>system</scope>
+            <systemPath>${project.basedir}/lib/datax-common-0.0.1-SNAPSHOT.jar</systemPath>
+        </dependency>
+
+        <!-- DataX Transformer -->
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-transformer</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>system</scope>
+            <systemPath>${project.basedir}/lib/datax-transformer-0.0.1-SNAPSHOT.jar</systemPath>
+        </dependency>
+
+        <!-- DataX Core -->
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>system</scope>
+            <systemPath>${project.basedir}/lib/datax-core-0.0.1-SNAPSHOT.jar</systemPath>
+        </dependency>
+
+```
+
+创建一个 `Ipv4ToNum` 类，并继承 Transformer，实现 evaluate 方法
+```java
+package com.alibaba.datax.example;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.LongColumn;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.core.transport.transformer.TransformerErrorCode;
+import com.alibaba.datax.transformer.Transformer;
+
+/**
+ * Convert ipv4 address to number
+ * 
+ */
+public class Ipv4ToNum extends Transformer {
+
+    public Ipv4ToNum() {
+        setTransformerName("ipv42num");
+    }
+
+    public Record evaluate(Record record, Object... paras) {
+        int columnIndex = (Integer) paras[0];
+        Column column = record.getColumn(columnIndex);
+        try {
+            String oriValue = column.asString();
+
+            //如果字段为空，返回 0
+            if (oriValue==null) {
+                oriValue = "0.0.0.0";
+            }
+
+            String[] seq = oriValue.split("\\.");
+            long num = (Long.parseLong(seq[0]) << 24) + (Long.parseLong(seq[1]) << 16) + (Long.parseLong(seq[2]) << 8) + Long.parseLong(seq[3]);
+            record.setColumn(columnIndex, new LongColumn(num));
+
+        } catch (Exception e) {
+            throw DataXException.asDataXException(TransformerErrorCode.TRANSFORMER_RUN_EXCEPTION, e.getMessage(),e);
+        }
+        return record;
+    }
+
+}
+```
+
+在 `datax/local_storage/transformer/` 新建 **ipv42num** 文件夹，将上面编译后的 jar 包放入其中，
+
+在 `datax/local_storage/transformer/ipv42num/transformer.json` 配置文件中添加如下配置 
+```json
+{
+    "class": "com.alibaba.datax.example.Ipv4ToNum",
+    "name": "ipv42num"
+}
+``` 
+
+