test(jolt): 添加 Jolt框架相关测试用例- 新增多个测试类，覆盖 Jolt 框架的各种操作：

- TestJoltCardinality: 测试 cardinality 操作  - TestJoltDefault:测试 default 操作
  - TestJoltModify: 测试 modify操作
  - TestJoltRemove: 测试 remove 操作 - TestJoltShift: 测试 shift 操作
  - TestJoltSort: 测试 sort 操作
- 在 pom.xml 中添加 Jolt 相关依赖

base-buildpackage/pom.xml

@@ -24,6 +24,16 @@
             <version>0.0.1-SNAPSHOT</version>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>com.bazaarvoice.jolt</groupId>
+            <artifactId>jolt-core</artifactId>
+            <version>${latest.jolt.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.bazaarvoice.jolt</groupId>
+            <artifactId>json-utils</artifactId>
+            <version>${latest.jolt.version}</version>
+        </dependency>
     </dependencies>
 
     <profiles>

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltCardinality.java

@@ -0,0 +1,51 @@
+package com.hzya.frame.jolt;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+import org.junit.Test;
+
+/**
+ * "cardinality"
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltCardinality {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+
+    /**
+     * ONE:如果输入值是一个列表，则获取该列表中的第一个元素，并将其设置为该元素的数据,不支持其他类型
+     */
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 'MANY':如果输入不是列表，则创建一个列表并将第一个元素设置为输入值
+     * 如果输入是"null"，使它成为一个空列表。如果输入是一个列表，不支持
+     */
+    @Test
+    public void testDemo2() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/input2.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/spec2.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltDefault.java

@@ -0,0 +1,58 @@
+package com.hzya.frame.jolt;
+
+//import org.flywaydb.core.internal.util.JsonUtils;
+//import org.flywaydb.core.internal.util.JsonUtils;
+//import org.flywaydb.core.internal.util.JsonUtils;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+import org.junit.Test;
+
+//import java.util.List;
+
+/**
+ * jolt框架的default部分测试,
+ * default是一种为json对象设置默认值的核心操作，当目标json中某个字段不存在，或字段值为null时，
+ * 用你指定的默认值填充该字段,如果字段已存在且值非 null，则不会覆盖原有值
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltDefault {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+
+    /**
+     * 增加一些指定属性
+     */
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/default/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/default/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 增加一些指定属性
+     */
+    @Test
+    public void testDemo2() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/default/input3.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/default/spec3.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltModify.java

@@ -0,0 +1,32 @@
+package com.hzya.frame.jolt;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+import org.junit.Test;
+
+/**
+ * jolt框架的modify部分测试
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltModify {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/modify/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/modify/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltRemove.java

@@ -0,0 +1,44 @@
+package com.hzya.frame.jolt;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+import org.junit.Test;
+
+/**
+ * "remove" 是一种用于从输入 JSON 中删除指定字段或元素的核心转换操作
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltRemove {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+    
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/remove/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/remove/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    @Test
+    public void testDemo2() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/remove/input3.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/remove/spec3.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltShift.java

@@ -0,0 +1,218 @@
+package com.hzya.frame.jolt;
+
+//import org.flywaydb.core.internal.util.JsonUtils;
+//import org.flywaydb.core.internal.util.JsonUtils;
+//import org.flywaydb.core.internal.util.JsonUtils;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+//import org.flywaydb.core.internal.util.JsonUtils;
+import org.junit.Test;
+
+//import java.util.List;
+
+/**
+ * jolt框架的shift部分测试,Shiftr的基本操作是复制输入JSON的value
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltShift {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 字段映射符
+     */
+    @Test
+    public void testDemo2() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input2.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec2.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * *通配符
+     */
+    @Test
+    public void testDemo3() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input3.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec3.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    @Test
+    public void testDemo4() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input4.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec4.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * &通配符
+     */
+    @Test
+    public void testDemo5() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input5.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec5.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * $通配符
+     */
+    @Test
+    public void testDemo6() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input6.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec6.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * #通配符，在右边
+     */
+    @Test
+    public void testDemo7() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input7.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec7.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * #通配符，在左边
+     */
+    @Test
+    public void testDemo8() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input8.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec8.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * | 通配符，在左边
+     */
+    @Test
+    public void testDemo9() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input9.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec9.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * @通配符，在左边
+     */
+    @Test
+    public void testDemo10() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input10.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec10.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * @通配符，在右边
+     */
+    @Test
+    public void testDemo11() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input11.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec11.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 处理输入中的json数组
+     */
+    @Test
+    public void testDemo12() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input12.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec12.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 处理输出的json数组
+     */
+    @Test
+    public void testDemo13() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input13.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec13.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 同一个输入源，可以输出到多个目标输出处
+     */
+    @Test
+    public void testDemo14() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input14.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec14.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+
+    /**
+     * 隐式数组
+     */
+    @Test
+    public void testDemo15() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input15.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec15.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}

base-buildpackage/src/test/java/com/hzya/frame/jolt/TestJoltSort.java

@@ -0,0 +1,35 @@
+package com.hzya.frame.jolt;
+
+import com.bazaarvoice.jolt.Chainr;
+import com.bazaarvoice.jolt.JsonUtils;
+import org.junit.Test;
+
+/**
+ * "Sort"：排序场景
+ *
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestJolt
+ * @Date：2025/6/18 11:19
+ * @Filename：TestJolt
+ */
+public class TestJoltSort {
+
+    private final String jsonFileRootRoute = "/Users/liuyang/workspaces/hzya/fw-nifi/jolt-demo";
+
+    /**
+     * 默认按字母升序排列（A → Z），排序后键顺序为：a → b → d → r
+     */
+    @Test
+    public void testDemo() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/sort/input.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/sort/spec.json");
+
+        Chainr chainr = Chainr.fromSpec(spec);
+        Object transform = chainr.transform(input);
+        System.out.println(JsonUtils.toJsonString(transform));
+    }
+}