test(jolt): 添加新的 Jolt 测试用例和功能

- 在 TestJoltCardinality 类中添加了新的测试方法 testDemo3
- 在 TestJoltShift 类中添加了新的测试方法 testDemo16
- 新增了 UserVo 类用于测试
- 更新了 TestNifiDbSync 类中的参数配置
- 添加了新的 JSON 输入文件和规范文件用于测试
- 引入了 QLExpress依赖并添加了相关测试类 TestQl

base-buildpackage/pom.xml

@@ -34,6 +34,12 @@
             <artifactId>json-utils</artifactId>
             <version>${latest.jolt.version}</version>
         </dependency>
+        <!-- https://mvnrepository.com/artifact/com.alibaba/QLExpress -->
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>QLExpress</artifactId>
+            <version>3.3.4</version>
+        </dependency>
     </dependencies>
 
     <profiles>

base-buildpackage/src/test/java/com/hzya/frame/TestNifiDbSync.java

@@ -128,8 +128,8 @@ public class TestNifiDbSync {
         //TYPE=OUTPUT_PORT
         PortFilterResult mysqlMarkInput = iNifiBaseOperation.getNeedModifyControllerRelationshipByProcessGroup(mysqlAppContext.getNewProcessGroupId(), "be05a6ad-a440-43ed-b4c0-d1edcf03334f");
         PortFilterResult mysqlMarkOutput = iNifiBaseOperation.getNeedModifyControllerRelationshipByProcessGroup(mysqlAppContext.getNewProcessGroupId(), "7ac85368-f2c9-48df-ab5b-ea610449083d");
-        //查找Mysql应用的输入端口
+        //
-        PortFilterResult automaticTableCreation = iNifiBaseOperation.getNeedModifyControllerRelationshipByProcessGroup(mysqlAppContext.getNewProcessGroupId(), "9480f217-9d94-4dcd-ba80-f718cc6e59db");
+//        PortFilterResult automaticTableCreation = iNifiBaseOperation.getNeedModifyControllerRelationshipByProcessGroup(mysqlAppContext.getNewProcessGroupId(), "9480f217-9d94-4dcd-ba80-f718cc6e59db");
 
         //批量创建连接关系
         //连接关系一:开始处理器->Oracle应用
@@ -224,23 +224,23 @@ public class TestNifiDbSync {
         source4.setGroupId(newProcessGroupsId);
         source4.setType("PROCESSOR");
 
-        SourceOrDestination18 destination4 = new SourceOrDestination18();
+//        SourceOrDestination18 destination4 = new SourceOrDestination18();
-        destination4.setId(automaticTableCreation.getInputPorts().get(0).getId());
+//        destination4.setId(automaticTableCreation.getInputPorts().get(0).getId());
-        destination4.setGroupId(mysqlAppContext.getNewProcessGroupId());
+//        destination4.setGroupId(mysqlAppContext.getNewProcessGroupId());
-        destination4.setType("INPUT_PORT");
+//        destination4.setType("INPUT_PORT");
 
-        Component18 component184 = new Component18();
+//        Component18 component184 = new Component18();
-        component184.setSource(source4);
+//        component184.setSource(source4);
-        component184.setDestination(destination4);
+//        component184.setDestination(destination4);
-        component184.setSelectedRelationships(selectedRelationships2);
+//        component184.setSelectedRelationships(selectedRelationships2);
 
-        Revision18 revision184 = new Revision18();
+//        Revision18 revision184 = new Revision18();
-        revision184.setVersion("0");//默认传递0
+//        revision184.setVersion("0");//默认传递0
 
-        CreateConnections18 createConnections174 = new CreateConnections18();
+//        CreateConnections18 createConnections174 = new CreateConnections18();
-        createConnections174.setComponent(component184);
+//        createConnections174.setComponent(component184);
-        createConnections174.setRevision(revision184);
+//        createConnections174.setRevision(revision184);
-        createConnections18List.add(createConnections174);
+//        createConnections18List.add(createConnections174);
 
         CreateProcessorConnections createProcessorConnections = new CreateProcessorConnections();
         createProcessorConnections.setProcessGroupsId(newProcessGroupsId);
@@ -285,6 +285,18 @@ public class TestNifiDbSync {
         parameter2.setValue("csaleid,vreceiptcode,ts");
         parameter2.setDescription("需要查询的表字段");
 
+        /**
+         * 参数描述
+         * 注意，如果传递了排序参数，不能仅按ts时间排序，需要加上主键，ts时间存在重复，排序时存在随机性，会导致数据重复！
+         *
+         * 下面两个sql经过验证会导致部分数据重复
+         * sql1：SELECT PK_SYSINIT, TS FROM U8C241231.PUB_SYSINIT WHERE ( 1 = 1 ) AND ts <= '2025-05-16 15:56:25' ORDER BY ts FETCH NEXT 10000 ROWS ONLY
+         * sql2：SELECT PK_SYSINIT, TS FROM U8C241231.PUB_SYSINIT WHERE ( 1 = 1 ) AND ts <= '2025-05-16 15:56:25' ORDER BY ts OFFSET 10000 ROWS FETCH NEXT 10000 ROWS ONLY
+         *
+         * ORDER BY ts 仅按 ts 排序，但 ts 有重复值（如多行 ts = '2024-08-12 11:52:23'）。数据库无法确定这些行的相对顺序，可能在不同子查询中产生不同排列，导致 0001A110... 被重复选中，OFFSET 和 FETCH 依赖排序，如果排序不稳定，分页范围可能错误地包含同一行
+         *
+         * 解决办法是，ts+主键排序，这样比较稳定
+         */
         Parameter2 parameter3 = new Parameter2();
         parameter3.setSensitive(false);
         parameter3.setName("customOrderByColumn");
@@ -362,11 +374,43 @@ public class TestNifiDbSync {
 //        parameter2.setValue("Y");
 //        parameter2.setDescription("是否自动建表");
 
+//        Parameter2 parameter3 = new Parameter2();
+//        parameter3.setSensitive(false);
+//        parameter3.setName("mappingRelationship");
+//        parameter3.setValue("[\n" + "    {\n" + "        \"targetTbName\": \"iep_so_sale\",\n" + "        \"targetDBType\": \"mysql8.0.44\",\n" + "        \"writeType\": \"1\",\n" + "        \"fieldRelationship\": [\n" + "            {\n" + "                \"sourceFieldName\": \"csaleid\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"csaleid\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"主键\",\n" + "                \"primaryKey\": \"Y\"\n" + "            },\n" + "            {\n" + "                \"sourceFieldName\": \"vreceiptcode\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"vreceiptcode\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"编码\"\n" + "            },\n" + "            {\n" + "                \"sourceFieldName\": \"ts\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"ts\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"更新时间\"\n" + "            }\n" + "        ]\n" + "    }\n" + "]");
+//        parameter3.setDescription("字段映射关系");
+
         Parameter2 parameter3 = new Parameter2();
         parameter3.setSensitive(false);
-        parameter3.setName("mappingRelationship");
+        parameter3.setName("autoTableCreation");
-        parameter3.setValue("[\n" + "    {\n" + "        \"targetTbName\": \"iep_so_sale\",\n" + "        \"targetDBType\": \"mysql8.0.44\",\n" + "        \"writeType\": \"1\",\n" + "        \"fieldRelationship\": [\n" + "            {\n" + "                \"sourceFieldName\": \"csaleid\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"csaleid\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"主键\",\n" + "                \"primaryKey\": \"Y\"\n" + "            },\n" + "            {\n" + "                \"sourceFieldName\": \"vreceiptcode\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"vreceiptcode\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"编码\"\n" + "            },\n" + "            {\n" + "                \"sourceFieldName\": \"ts\",\n" + "                \"sourceFieldType\": \"varchar2(30)\",\n" + "                \"targetFieldName\": \"ts\",\n" + "                \"targetFieldType\": \"varchar(100)\",\n" + "                \"targetFieldNameNotes\": \"更新时间\"\n" + "            }\n" + "        ]\n" + "    }\n" + "]");
+        parameter3.setValue("Y");
-        parameter3.setDescription("字段映射关系");
+        parameter3.setDescription("");
+
+        Parameter2 parameter4 = new Parameter2();
+        parameter4.setSensitive(false);
+        parameter4.setName("joltSpec");
+        parameter4.setValue("[\n" +
+                "  {\n" +
+                "    \"operation\": \"shift\",\n" +
+                "    \"spec\": {\n" +
+                "      \"A\": \"B\",\n" +
+                "      \"*\": \"&\"\n" +
+                "    }\n" +
+                "  }\n" +
+                "]");
+        parameter4.setDescription("");
+
+        Parameter2 parameter5 = new Parameter2();
+        parameter5.setSensitive(false);
+        parameter5.setName("jsonPrimaryKeyTag");
+        parameter5.setValue("[\"details_id\",\"header_id\",\"CSALEID\"]");
+        parameter5.setDescription("");
+
+        Parameter2 parameter6 = new Parameter2();
+        parameter6.setSensitive(false);
+        parameter6.setName("targetInsertTableName");
+        parameter6.setValue("iep_so_sale");
+        parameter6.setDescription("");
 
 //        Parameter2 parameter4 = new Parameter2();
 //        parameter4.setSensitive(false);
@@ -395,6 +439,15 @@ public class TestNifiDbSync {
         Parameters2 parameters3 = new Parameters2();
         parameters3.setParameter(parameter3);
 
+        Parameters2 parameters4 = new Parameters2();
+        parameters4.setParameter(parameter4);
+
+        Parameters2 parameters5 = new Parameters2();
+        parameters5.setParameter(parameter5);
+
+        Parameters2 parameters6 = new Parameters2();
+        parameters6.setParameter(parameter6);
+
 //        Parameters2 parameters4 = new Parameters2();
 //        parameters4.setParameter(parameter4);
 
@@ -405,6 +458,9 @@ public class TestNifiDbSync {
 //        parametersList.add(parameters);
 //        parametersList.add(parameters2);
         parametersList.add(parameters3);
+        parametersList.add(parameters4);
+        parametersList.add(parameters5);
+        parametersList.add(parameters6);
 //        parametersList.add(parameters4);
 //        parametersList.add(parameters5);
 

base-buildpackage/src/test/java/com/hzya/frame/TestQl.java

@@ -0,0 +1,26 @@
+package com.hzya.frame;
+
+import com.ql.util.express.ExpressRunner;
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * @Author：liuyang
+ * @Package：com.hzya.frame
+ * @Project：fw-nifi
+ * @name：TestQl
+ * @Date：2025/7/18 15:44
+ * @Filename：TestQl
+ */
+public class TestQl {
+    @Test
+    public void test1() throws Exception {
+        String exp = "import com.hzya.frame.vo.UserVo;" +
+                "UserVo cust = new UserVo();" +
+                "cust.setName(\"小强\");" +
+                "return cust.getName();";
+        ExpressRunner runner = new ExpressRunner();
+        String r = (String) runner.execute(exp, null, null, false, false);
+        Assert.assertEquals("操作符执行错误", "小强", r);
+    }
+}

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

@@ -48,4 +48,16 @@ public class TestJoltCardinality {
         Object transform = chainr.transform(input);
         System.out.println(JsonUtils.toJsonString(transform));
     }
+
+    @Test
+    public void testDemo3() {
+        //输入json
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/input3.json");
+        //spec
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/cardinality/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

@@ -215,4 +215,17 @@ public class TestJoltShift {
         Object transform = chainr.transform(input);
         System.out.println(JsonUtils.toJsonString(transform));
     }
+
+    /**
+     * 字段名替换
+     */
+    @Test
+    public void testDemo16() {
+        Object input = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/input16.json");
+        Object spec = JsonUtils.filepathToObject(jsonFileRootRoute + "/shift/spec16.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/vo/UserVo.java

@@ -0,0 +1,16 @@
+package com.hzya.frame.vo;
+
+import lombok.Data;
+
+/**
+ * @Author：liuyang
+ * @Package：com.hzya.frame.vo
+ * @Project：fw-nifi
+ * @name：User
+ * @Date：2025/7/18 15:46
+ * @Filename：User
+ */
+@Data
+public class UserVo {
+    private String name;
+}

jolt-demo/cardinality/input3.json

@@ -0,0 +1,57 @@
+{
+  "voucher": [
+    {
+      "pk_corp": "1",
+      "pk_corp_name":"广脉科技股份有限公司",
+      "pk_glorgbook": "1-0003",
+      "pk_glorgbook_id": "0001A1100000000001M9",
+      "pk_prepared": "tbadmin",
+      "pk_prepared_id": "TB_NEW100000000004OP",
+      "pk_vouchertype": "记账",
+      "prepareddate": "2025-07-04",
+      "details": [
+        {
+          "explanation": "转资申报单-1017252021000007-ZJ-ZY-YD-201808-018-横塘村西",
+          "pk_accsubj": "160105",
+          "pk_accsubj_id":"0001A1100000000008TZ",
+          "pk_currtype": "CNY",
+          "pk_currtype_id": "00010000000000000001",
+          "debitamount": "1.00",
+          "localdebitamount": "1.00"
+        },
+        {
+          "explanation": "转资申报单-1017252021000007-ZJ-ZY-YD-201808-018-横塘村西",
+          "pk_accsubj": "160106",
+          "pk_accsubj_id":"0001A1100000000008U0",
+          "pk_currtype": "CNY",
+          "pk_currtype_id": "00010000000000000001",
+          "debitamount": "1.00",
+          "localdebitamount": "1.00"
+        },
+        {
+          "explanation": "转资申报单-1017252021000007-ZJ-ZY-YD-201808-018-横塘村西",
+          "pk_accsubj": "16040501",
+          "pk_accsubj_id":"0001A2100000000CCIRN",
+          "pk_currtype": "CNY",
+          "pk_currtype_id": "00010000000000000001",
+          "creditamount": "2.00",
+          "localcreditamount": "2.00",
+          "ass": [
+            {
+              "checktypecode": "D0002",
+              "checkvaluecode": "25"
+            },
+            {
+              "checktypecode": "jobass",
+              "checkvaluecode": "02010100858"
+            },
+            {
+              "checktypecode": "73",
+              "checkvaluecode": "1100032021000083"
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}

jolt-demo/cardinality/spec3.json

@@ -0,0 +1,33 @@
+[
+  {
+    "operation": "shift",
+    "spec": {
+      "voucher": {
+        "*": {
+          "pk_corp": "voucher[&1].orgcorp",
+          "pk_glorgbook": "voucher[&1].pk_glorgbook",
+          "pk_prepared": "voucher[&1].pk_prepared",
+          "pk_vouchertype": "voucher[&1].pk_vouchertype",
+          "prepareddate": "voucher[&1].prepareddate",
+          "details": {
+            "*": {
+              "explanation": "voucher[&3].details[&1].explanation",
+              "pk_accsubj": "voucher[&3].details[&1].pk_accsubj",
+              "pk_currtype": "voucher[&3].details[&1].pk_currtype",
+              "debitamount": "voucher[&3].details[&1].debitamount",
+              "localdebitamount": "voucher[&3].details[&1].localdebitamount",
+              "creditamount": "voucher[&3].details[&1].creditamount",
+              "localcreditamount": "voucher[&3].details[&1].localcreditamount",
+              "ass": {
+                "*": {
+                  "checktypecode": "voucher[&5].details[&3].ass[&1].checktypecode",
+                  "checkvaluecode": "voucher[&5].details[&3].ass[&1].checkvaluecode"
+                }
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+]

jolt-demo/shift/input16.json

@@ -0,0 +1,44 @@
+{
+  "ALRCONFINCOMNY": "0",
+  "BCOOPTOPO": "N",
+  "BFREECUSTFLAG": "N",
+  "BINITFLAG": "N",
+  "BINVOICENDFLAG": "N",
+  "BOUTENDFLAG": "N",
+  "BOVERDATE": "N",
+  "BPOCOOPTOME": "N",
+  "BRECEIPTENDFLAG": "Y",
+  "BRETINVFLAG": "Y",
+  "BTRANSENDFLAG": "N",
+  "CBIZTYPE": "0001A110000000000E7S",
+  "CCALBODYID": "1001A11000000000006C",
+  "CCUSTOMERID": "0001A110000000001SXQ",
+  "CDEPTID": "1001A11000000000006L",
+  "COPERATORID": "0001A110000000000X6H",
+  "CRECEIPTCORPID": "0001A110000000001SXQ",
+  "CRECEIPTCUSTOMERID": "0001A110000000001SXQ",
+  "CRECEIPTTYPE": "30",
+  "CSALECORPID": "0001A110000000000DXH",
+  "CSALEID": "1001A1100000000005KT",
+  "DBILLDATE": "2024-09-11",
+  "DBILLTIME": "2024-09-11 15:37:49",
+  "DMAKEDATE": "2024-09-11",
+  "DMODITIME": "2024-09-11 15:38:01",
+  "DR": "1",
+  "EDITIONNUM": "1.0",
+  "FSTATUS": "5",
+  "MODIFIER": "0001A110000000000X6H",
+  "NDISCOUNTRATE": "1",
+  "NEVALUATECARRIAGE": "0",
+  "NHEADSUMMNY": "-11.3",
+  "NTOTALNUM": "-1",
+  "PK_CORP": "1001",
+  "PK_DEFDOC1": "0001A110000000000Z3L",
+  "PK_DEFDOC3": "0001A110000000000E75",
+  "TRANSACTIONPRICE": "-10",
+  "TS": "2024-10-15 15:30:02",
+  "VDEF1": "速卖通-海外",
+  "VDEF3": "销售出库",
+  "VRECEIPTCODE": "SO2409110001",
+  "RN": "1"
+}

jolt-demo/shift/spec16.json

@@ -0,0 +1,18 @@
+[
+  {
+    "operation": "shift",
+    "spec": {
+      "*": {
+        "clientCode": "[&1].bbbbbb",
+        "internalInstructionType": "[&1].aaa",
+        "test01": {
+          "*": {
+            "test03": "[&3].test01[&1].test04",
+            "*": "[&3].test01[&1].&"
+          }
+        },
+        "*": "[&1].&"
+      }
+    }
+  }
+]