当前位置:网站首页>业务可视化-让你的流程图“Run“起来(4.实际业务场景测试)
业务可视化-让你的流程图“Run“起来(4.实际业务场景测试)
2022-07-28 17:40:00 【虚幻私塾】
优质资源分享
| 学习路线指引(点击解锁) | 知识定位 | 人群定位 |
|---|---|---|
| 🧡 Python实战微信订餐小程序 🧡 | 进阶级 | 本课程是python flask+微信小程序的完美结合,从项目搭建到腾讯云部署上线,打造一个全栈订餐系统。 |
| Python量化交易实战 | 入门级 | 手把手带你打造一个易扩展、更安全、效率更高的量化交易系统 |
前言
首先,感谢大家对上一篇文章[业务可视化-让你的流程图"Run"起来(3.分支选择&跨语言分布式运行节点)]的支持。
下面我以实际业务场景为例,来介绍一下ladybugflow的使用方法。
酒店预定场景(传统写法)
对于下面的酒店预定流程
流程1:

流程2

[流程1]的传统写法1:
定义流程间共享变量;
开始处理();
查询客户信息处理();
查询酒店信息处理();
下单处理();
下单成功处理();
假设每个流程用3秒钟,整个流程执行完需要3*5=15秒。
于是衍生出了写法2:
定义流程间共享变量;
开始处理();
启动 查询客户信息线程处理 A;
启动 查询酒店信息线程处理 B;
等待A,B结束;
下单处理();
下单成功处理();
节省了时间,但各种多线程的实现方式使程序变得复杂,
而且上述写法都把流程图与业务逻辑进行了绑定,
也就是流程图中添加,删除节点后,相应的逻辑代码也要修改,测试范围往往是整个流程图的业务逻辑都要进行测试。
酒店预定场景(新写法)
针对上面的问题,我在设计ladybugflow的时候,把流程图和业务逻辑进行了分离,
每个业务逻辑对应一个方法,与流程图中的节点进行绑定。
这样修改流程图就不用修改业务逻辑了。
而且流程图可以通过工具拖拽方式生成,还可以在图上查看运行结果。
下面介绍一下ladybugflow中的开发过程
1. 导入依赖
Maven
<dependency>
<groupId>io.github.nobugladygroupId>
<artifactId>ladybugflowartifactId>
<version>0.0.6version>
dependency>
Gradle
// https://mvnrepository.com/artifact/io.github.nobuglady/ladybugflow
implementation 'io.github.nobuglady:ladybugflow:0.0.6'
2. 画流程图,并且生成Json文件
首先把这个文件下载到本地,用浏览器打开
https://github.com/nobuglady/ladybugflow/blob/main/html/network.html

然后点击页面上的[edit]按钮可以画流程图,
画完流程图后,点击[update json]按钮,可以生成流程图对应的json文件。
3. 写业务方法
流程图的每个节点对应下面的一个方法,用@Node注解来关联流程图。
可以用类变量进行参数传递和表示结果,比如下单成功后,设置类变量为"success"。
注:建议用节点ID进行关联,本文为了看起来方便,选择了中文的节点名称进行关联
Flow1.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class Flow1 extends FlowRunner {
private String result;
public String getResult() {
return result;
}
@Node(label = "start")
public void processStart() throws InterruptedException {
System.out.println("启动开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("启动结束");
}
@Node(label = "查询用户信息")
public void processSearchUser() throws InterruptedException {
System.out.println("查询用户信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询用户信息结束");
}
@Node(label = "查询酒店信息")
public void processSearchHotel() throws InterruptedException {
System.out.println("查询酒店信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询酒店信息结束");
}
@Node(label = "下单")
public void processOrder() throws InterruptedException {
System.out.println("下单开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单结束");
}
@Node(label = "下单成功")
public void processSuccess() throws InterruptedException {
System.out.println("下单成功开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单成功结束");
result = "success";
}
}折叠
4. 将流程图的Json文件放入工程
Flow1.json(注意文件编码为UTF-8)
{
"flowId": "your flow id",
"nodes": [
{
"id": "1",
"label": "start"
},
{
"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"label": "查询用户信息",
"readyCheck": 0
},
{
"id": "1a90a997-4390-470a-ae7c-626a725438d2",
"label": "查询酒店信息",
"readyCheck": 0
},
{
"id": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"label": "下单",
"readyCheck": 0
},
{
"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"label": "下单成功",
"readyCheck": 0
}
],
"edges": [
{
"id": "1",
"from": "1",
"to": "2",
"arrows": "to"
},
{
"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4",
"from": "1",
"to": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"arrows": "to"
},
{
"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7",
"from": "1",
"to": "1a90a997-4390-470a-ae7c-626a725438d2",
"arrows": "to"
},
{
"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c",
"from": "1a90a997-4390-470a-ae7c-626a725438d2",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
},
{
"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37",
"from": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"arrows": "to"
},
{
"id": "19f2f329-8163-4dc6-a353-800df79d18a6",
"from": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
}
]
}折叠
项目结构如下图所示
Flow1.java和Flow1.json需要放到同一个包下。

5. 启动流程
App1.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class App1 {
public static void main(String[] args) {
Flow1 testFlow = new Flow1();
testFlow.startFlow(true);
System.out.println(testFlow.getResult());
// 不建议每次都调用shutdown,可以在整个App关闭的时候调用一次shutdown
FlowStarter.shutdown();
}
}
6. 查看运行结果
[I]2022/07/27 21:23:12.172 main:ladybugflow.properties in root path not found, use default configuration
[I]2022/07/27 21:23:12.177 main:NodePool started.
[I]2022/07/27 21:23:12.178 main:Ready queue consumer thread started.
[I]2022/07/27 21:23:12.180 main:Complete queue consumer thread started.
[I]2022/07/27 21:23:12.993 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] main:json:
{"flowId":"your flow id","nodes":[{"id":"1","label":"start","readyCheck":0},{"id":"a1a38c2e-0e05-4c68-bd49-f12aea070876","label":"查询用户信息","readyCheck":0},{"id":"1a90a997-4390-470a-ae7c-626a725438d2","label":"查询酒店信息","readyCheck":0},{"id":"52289e99-363d-4453-8077-ca8bdc6d35bf","label":"下单","readyCheck":0},{"id":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label":"下单成功","readyCheck":0}],"edges":[{"id":"1","from":"1","to":"2","condition":null,"arrows":"to"},{"id":"b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from":"1","to":"a1a38c2e-0e05-4c68-bd49-f12aea070876","condition":null,"arrows":"to"},{"id":"001375c7-19e7-436b-bbcd-68e36c8f23b7","from":"1","to":"1a90a997-4390-470a-ae7c-626a725438d2","condition":null,"arrows":"to"},{"id":"dd830043-c7a7-4c71-b91c-10c007b7b19c","from":"1a90a997-4390-470a-ae7c-626a725438d2","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"},{"id":"21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from":"52289e99-363d-4453-8077-ca8bdc6d35bf","to":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","condition":null,"arrows":"to"},{"id":"19f2f329-8163-4dc6-a353-800df79d18a6","from":"a1a38c2e-0e05-4c68-bd49-f12aea070876","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"}]}
[I]2022/07/27 21:23:12.996 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node id:1
[I]2022/07/27 21:23:12.996 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node name:start
启动开始 (模拟业务等待3秒)
启动结束
[I]2022/07/27 21:23:16.003 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node id:a1a38c2e-0e05-4c68-bd49-f12aea070876
[I]2022/07/27 21:23:16.003 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node name:查询用户信息
[I]2022/07/27 21:23:16.003 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-2:execute node id:1a90a997-4390-470a-ae7c-626a725438d2
查询用户信息开始 (模拟业务等待3秒)
[I]2022/07/27 21:23:16.004 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-2:execute node name:查询酒店信息
查询酒店信息开始 (模拟业务等待3秒)
查询酒店信息结束
查询用户信息结束
[I]2022/07/27 21:23:19.008 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node id:52289e99-363d-4453-8077-ca8bdc6d35bf
[I]2022/07/27 21:23:19.008 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node name:下单
下单开始 (模拟业务等待3秒)
下单结束
[I]2022/07/27 21:23:22.014 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node id:16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2
[I]2022/07/27 21:23:22.014 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] pool-1-thread-1:execute node name:下单成功
下单成功开始 (模拟业务等待3秒)
下单成功结束
[I]2022/07/27 21:23:25.025 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] Thread-1:Complete success.
[I]2022/07/27 21:23:25.027 [your flow id][38f3567d-77fb-4629-bf7e-68b27633ed68] Thread-1:json:
{"nodes":[{"id": "1","label": "start" ,"color": "#36AE7C"},{"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876","label": "查询用户信息" ,"color": "#36AE7C"},{"id": "1a90a997-4390-470a-ae7c-626a725438d2","label": "查询酒店信息" ,"color": "#36AE7C"},{"id": "52289e99-363d-4453-8077-ca8bdc6d35bf","label": "下单" ,"color": "#36AE7C"},{"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label": "下单成功" ,"color": "#36AE7C"}],"edges":[{"id": "1","from": "1","to": "2","arrows": "to"},{"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from": "1","to": "a1a38c2e-0e05-4c68-bd49-f12aea070876","arrows": "to"},{"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7","from": "1","to": "1a90a997-4390-470a-ae7c-626a725438d2","arrows": "to"},{"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c","from": "1a90a997-4390-470a-ae7c-626a725438d2","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"},{"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from": "52289e99-363d-4453-8077-ca8bdc6d35bf","to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","arrows": "to"},{"id": "19f2f329-8163-4dc6-a353-800df79d18a6","from": "a1a38c2e-0e05-4c68-bd49-f12aea070876","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"}]}
success
[I]2022/07/27 21:23:25.028 main:Ready queue thread stoped.
[I]2022/07/27 21:23:25.028 main:Ready queue thread stoped.
[I]2022/07/27 21:23:25.028 main:NodePool stoped.折叠
将流程运行结束的json字符串拷贝到下面,然后点击[show network]按钮,可以显示出流程执行后的状态
绿色:执行成功,红色:执行失败,白色:未执行

带分支处理的酒店预定流程
ladybugflow提供了对流程图的分支处理功能。
可以根据节点的返回结果,执行不同的流程。
比如,上例中,增加【检查订单】节点,如下

检查订单成功,则走酒店预定流程,否则,走失败流程。
针对以上流程,我们对检查订单的两个边设置返回值,如下:


生成的Json文件如下
Flow2.json(注意文件编码为UTF-8)
{
"flowId": "your flow id",
"nodes": [
{
"id": "1",
"label": "start"
},
{
"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"label": "查询用户信息",
"readyCheck": 0
},
{
"id": "1a90a997-4390-470a-ae7c-626a725438d2",
"label": "查询酒店信息",
"readyCheck": 0
},
{
"id": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"label": "下单",
"readyCheck": 0
},
{
"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"label": "下单成功",
"readyCheck": 0
},
{
"id": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"label": "检查订单",
"readyCheck": 0
},
{
"id": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"label": "可以预定",
"readyCheck": 0
},
{
"id": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"label": "不可预定",
"readyCheck": 0
},
{
"id": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e",
"label": "失败处理",
"readyCheck": 0
}
],
"edges": [
{
"id": "1",
"from": "1",
"to": "2",
"arrows": "to"
},
{
"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4",
"from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"to": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"arrows": "to"
},
{
"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7",
"from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"to": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"condition": "1",
"arrows": "to"
},
{
"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c",
"from": "1a90a997-4390-470a-ae7c-626a725438d2",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
},
{
"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37",
"from": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"arrows": "to"
},
{
"id": "19f2f329-8163-4dc6-a353-800df79d18a6",
"from": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
},
{
"id": "822e5c76-ce59-4962-b5e3-a3dfd905fa05",
"from": "1",
"to": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"arrows": "to"
},
{
"id": "36d6e697-b835-4374-9fa7-c1cd24b100e9",
"from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"to": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"condition": "0",
"arrows": "to"
},
{
"id": "d4a03a18-2a24-4bec-9717-a82c8a4a764b",
"from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"to": "1a90a997-4390-470a-ae7c-626a725438d2",
"arrows": "to"
},
{
"id": "673051d5-27f5-4578-8fc2-4f5e7352d5d2",
"from": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"to": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e",
"arrows": "to"
}
]
}折叠
业务方法中增加酒店检查节点,这里返回1,走检查成功的流程。
Flow2.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class Flow2 extends FlowRunner {
private String result;
public String getResult() {
return result;
}
@Node(label = "start")
public void processStart() throws InterruptedException {
System.out.println("启动开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("启动结束");
}
@Node(label = "检查订单")
public int processCheckOrder() throws InterruptedException {
System.out.println("检查订单开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("检查订单结束");
return 1;
}
@Node(label = "可以预定")
public void processCheckOrderOK() throws InterruptedException {
System.out.println("可以预定开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("可以预定结束");
}
@Node(label = "不可预订")
public void processCheckOrderNG() throws InterruptedException {
System.out.println("不可预订开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("不可预订结束");
}
@Node(label = "查询用户信息")
public void processSearchUser() throws InterruptedException {
System.out.println("查询用户信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询用户信息结束");
}
@Node(label = "查询酒店信息")
public void processSearchHotel() throws InterruptedException {
System.out.println("查询酒店信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询酒店信息结束");
}
@Node(label = "下单")
public void processOrder() throws InterruptedException {
System.out.println("下单开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单结束");
}
@Node(label = "下单成功")
public void processSuccess() throws InterruptedException {
System.out.println("下单成功开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单成功结束");
result = "success";
}
@Node(label = "失败处理")
public void processError() throws InterruptedException {
System.out.println("失败处理开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("失败处理结束");
result = "error";
}
}折叠
启动流程
App2.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class App2 {
public static void main(String[] args) {
Flow2 testFlow = new Flow2();
testFlow.startFlow(true);
System.out.println(testFlow.getResult());
// 不建议每次都调用shutdown,可以在整个App关闭的时候调用一次shutdown
FlowStarter.shutdown();
}
}
查看运行结果
[I]2022/07/27 21:29:56.046 main:ladybugflow.properties in root path not found, use default configuration
[I]2022/07/27 21:29:56.052 main:NodePool started.
[I]2022/07/27 21:29:56.052 main:Ready queue consumer thread started.
[I]2022/07/27 21:29:56.054 main:Complete queue consumer thread started.
[I]2022/07/27 21:29:56.927 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] main:json:
{"flowId":"your flow id","nodes":[{"id":"1","label":"start","readyCheck":0},{"id":"a1a38c2e-0e05-4c68-bd49-f12aea070876","label":"查询用户信息","readyCheck":0},{"id":"1a90a997-4390-470a-ae7c-626a725438d2","label":"查询酒店信息","readyCheck":0},{"id":"52289e99-363d-4453-8077-ca8bdc6d35bf","label":"下单","readyCheck":0},{"id":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label":"下单成功","readyCheck":0},{"id":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","label":"检查订单","readyCheck":0},{"id":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","label":"可以预定","readyCheck":0},{"id":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","label":"不可预定","readyCheck":0},{"id":"8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","label":"失败处理","readyCheck":0}],"edges":[{"id":"1","from":"1","to":"2","condition":null,"arrows":"to"},{"id":"b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to":"a1a38c2e-0e05-4c68-bd49-f12aea070876","condition":null,"arrows":"to"},{"id":"001375c7-19e7-436b-bbcd-68e36c8f23b7","from":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","to":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","condition":"1","arrows":"to"},{"id":"dd830043-c7a7-4c71-b91c-10c007b7b19c","from":"1a90a997-4390-470a-ae7c-626a725438d2","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"},{"id":"21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from":"52289e99-363d-4453-8077-ca8bdc6d35bf","to":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","condition":null,"arrows":"to"},{"id":"19f2f329-8163-4dc6-a353-800df79d18a6","from":"a1a38c2e-0e05-4c68-bd49-f12aea070876","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"},{"id":"822e5c76-ce59-4962-b5e3-a3dfd905fa05","from":"1","to":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","condition":null,"arrows":"to"},{"id":"36d6e697-b835-4374-9fa7-c1cd24b100e9","from":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","to":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","condition":"0","arrows":"to"},{"id":"d4a03a18-2a24-4bec-9717-a82c8a4a764b","from":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to":"1a90a997-4390-470a-ae7c-626a725438d2","condition":null,"arrows":"to"},{"id":"673051d5-27f5-4578-8fc2-4f5e7352d5d2","from":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","to":"8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","condition":null,"arrows":"to"}]}
[I]2022/07/27 21:29:56.931 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:1
[I]2022/07/27 21:29:56.931 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:start
启动开始 (模拟业务等待3秒)
启动结束
[I]2022/07/27 21:29:59.939 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:5a1068c1-e365-4a51-b617-8cc093ce5e3d
[I]2022/07/27 21:29:59.939 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:检查订单
检查订单开始 (模拟业务等待3秒)
检查订单结束
[I]2022/07/27 21:30:02.942 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10
[I]2022/07/27 21:30:02.942 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:可以预定
可以预定开始 (模拟业务等待3秒)
可以预定结束
[I]2022/07/27 21:30:05.950 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:a1a38c2e-0e05-4c68-bd49-f12aea070876
[I]2022/07/27 21:30:05.950 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:查询用户信息
查询用户信息开始 (模拟业务等待3秒)
[I]2022/07/27 21:30:05.951 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-2:execute node id:1a90a997-4390-470a-ae7c-626a725438d2
[I]2022/07/27 21:30:05.951 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-2:execute node name:查询酒店信息
查询酒店信息开始 (模拟业务等待3秒)
查询酒店信息结束
查询用户信息结束
[I]2022/07/27 21:30:08.956 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:52289e99-363d-4453-8077-ca8bdc6d35bf
[I]2022/07/27 21:30:08.956 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:下单
下单开始 (模拟业务等待3秒)
下单结束
[I]2022/07/27 21:30:11.960 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node id:16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2
[I]2022/07/27 21:30:11.960 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] pool-1-thread-1:execute node name:下单成功
下单成功开始 (模拟业务等待3秒)
下单成功结束
[I]2022/07/27 21:30:14.975 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] Thread-1:Complete success.
[I]2022/07/27 21:30:14.977 [your flow id][73a425a8-2f13-42bc-9358-111d10378204] Thread-1:json:
{"nodes":[{"id": "1","label": "start" ,"color": "#36AE7C"},{"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876","label": "查询用户信息" ,"color": "#36AE7C"},{"id": "1a90a997-4390-470a-ae7c-626a725438d2","label": "查询酒店信息" ,"color": "#36AE7C"},{"id": "52289e99-363d-4453-8077-ca8bdc6d35bf","label": "下单" ,"color": "#36AE7C"},{"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label": "下单成功" ,"color": "#36AE7C"},{"id": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","label": "检查订单" ,"color": "#36AE7C"},{"id": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","label": "可以预定" ,"color": "#36AE7C"},{"id": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","label": "不可预定" ,"color": "#E8F9FD"},{"id": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","label": "失败处理" ,"color": "#E8F9FD"}],"edges":[{"id": "1","from": "1","to": "2","arrows": "to"},{"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to": "a1a38c2e-0e05-4c68-bd49-f12aea070876","arrows": "to"},{"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7","from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","to": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","arrows": "to"},{"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c","from": "1a90a997-4390-470a-ae7c-626a725438d2","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"},{"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from": "52289e99-363d-4453-8077-ca8bdc6d35bf","to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","arrows": "to"},{"id": "19f2f329-8163-4dc6-a353-800df79d18a6","from": "a1a38c2e-0e05-4c68-bd49-f12aea070876","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"},{"id": "822e5c76-ce59-4962-b5e3-a3dfd905fa05","from": "1","to": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","arrows": "to"},{"id": "36d6e697-b835-4374-9fa7-c1cd24b100e9","from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","to": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","arrows": "to"},{"id": "d4a03a18-2a24-4bec-9717-a82c8a4a764b","from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to": "1a90a997-4390-470a-ae7c-626a725438d2","arrows": "to"},{"id": "673051d5-27f5-4578-8fc2-4f5e7352d5d2","from": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","to": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","arrows": "to"}]}
success
[I]2022/07/27 21:30:14.977 main:Ready queue thread stoped.
[I]2022/07/27 21:30:14.977 main:Ready queue thread stoped.
[I]2022/07/27 21:30:14.977 main:NodePool stoped.折叠
将流程运行结束的json字符串拷贝到下面,然后点击[show network]按钮,可以显示出流程执行后的状态
绿色:执行成功,红色:执行失败,白色:未执行

去除不必要的业务节点
实际使用过程中,并非每个业务节点都需要对应业务代码,
比如上例中【可以预定】和【不可预定】可以没有相应的业务逻辑,空跑一下转到后面的节点即可。
所以,我们可以在业务逻辑中去掉上述节点,如下,去掉了【可以预定】和【不可预定】对应的业务方法。
Flow3.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class Flow3 extends FlowRunner {
private String result;
public String getResult() {
return result;
}
@Node(label = "start")
public void processStart() throws InterruptedException {
System.out.println("启动开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("启动结束");
}
@Node(label = "检查订单")
public int processCheckOrder() throws InterruptedException {
System.out.println("检查订单开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("检查订单结束");
return 1;
}
@Node(label = "查询用户信息")
public void processSearchUser() throws InterruptedException {
System.out.println("查询用户信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询用户信息结束");
}
@Node(label = "查询酒店信息")
public void processSearchHotel() throws InterruptedException {
System.out.println("查询酒店信息开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("查询酒店信息结束");
}
@Node(label = "下单")
public void processOrder() throws InterruptedException {
System.out.println("下单开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单结束");
}
@Node(label = "下单成功")
public void processSuccess() throws InterruptedException {
System.out.println("下单成功开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("下单成功结束");
result = "success";
}
@Node(label = "失败处理")
public void processError() throws InterruptedException {
System.out.println("失败处理开始 (模拟业务等待3秒)");
Thread.sleep(3000);
System.out.println("失败处理结束");
result = "error";
}
}折叠
启动代码和流程配置文件不变
App3.java(注意文件编码为UTF-8)
/**
*
* @author NoBugLady
*
*/
public class App3 {
public static void main(String[] args) {
Flow3 testFlow = new Flow3();
testFlow.startFlow(true);
System.out.println(testFlow.getResult());
// 不建议每次都调用shutdown,可以在整个App关闭的时候调用一次shutdown
FlowStarter.shutdown();
}
}
Flow3.json(注意文件编码为UTF-8)
{
"flowId": "your flow id",
"nodes": [
{
"id": "1",
"label": "start"
},
{
"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"label": "查询用户信息",
"readyCheck": 0
},
{
"id": "1a90a997-4390-470a-ae7c-626a725438d2",
"label": "查询酒店信息",
"readyCheck": 0
},
{
"id": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"label": "下单",
"readyCheck": 0
},
{
"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"label": "下单成功",
"readyCheck": 0
},
{
"id": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"label": "检查订单",
"readyCheck": 0
},
{
"id": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"label": "可以预定",
"readyCheck": 0
},
{
"id": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"label": "不可预定",
"readyCheck": 0
},
{
"id": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e",
"label": "失败处理",
"readyCheck": 0
}
],
"edges": [
{
"id": "1",
"from": "1",
"to": "2",
"arrows": "to"
},
{
"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4",
"from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"to": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"arrows": "to"
},
{
"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7",
"from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"to": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"condition": "1",
"arrows": "to"
},
{
"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c",
"from": "1a90a997-4390-470a-ae7c-626a725438d2",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
},
{
"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37",
"from": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2",
"arrows": "to"
},
{
"id": "19f2f329-8163-4dc6-a353-800df79d18a6",
"from": "a1a38c2e-0e05-4c68-bd49-f12aea070876",
"to": "52289e99-363d-4453-8077-ca8bdc6d35bf",
"arrows": "to"
},
{
"id": "822e5c76-ce59-4962-b5e3-a3dfd905fa05",
"from": "1",
"to": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"arrows": "to"
},
{
"id": "36d6e697-b835-4374-9fa7-c1cd24b100e9",
"from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d",
"to": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"condition": "0",
"arrows": "to"
},
{
"id": "d4a03a18-2a24-4bec-9717-a82c8a4a764b",
"from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10",
"to": "1a90a997-4390-470a-ae7c-626a725438d2",
"arrows": "to"
},
{
"id": "673051d5-27f5-4578-8fc2-4f5e7352d5d2",
"from": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88",
"to": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e",
"arrows": "to"
}
]
}折叠
运行结果
[I]2022/07/27 21:34:29.548 main:ladybugflow.properties in root path not found, use default configuration
[I]2022/07/27 21:34:29.558 main:NodePool started.
[I]2022/07/27 21:34:29.560 main:Ready queue consumer thread started.
[I]2022/07/27 21:34:29.563 main:Complete queue consumer thread started.
[I]2022/07/27 21:34:30.494 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] main:json:
{"flowId":"your flow id","nodes":[{"id":"1","label":"start","readyCheck":0},{"id":"a1a38c2e-0e05-4c68-bd49-f12aea070876","label":"查询用户信息","readyCheck":0},{"id":"1a90a997-4390-470a-ae7c-626a725438d2","label":"查询酒店信息","readyCheck":0},{"id":"52289e99-363d-4453-8077-ca8bdc6d35bf","label":"下单","readyCheck":0},{"id":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label":"下单成功","readyCheck":0},{"id":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","label":"检查订单","readyCheck":0},{"id":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","label":"可以预定","readyCheck":0},{"id":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","label":"不可预定","readyCheck":0},{"id":"8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","label":"失败处理","readyCheck":0}],"edges":[{"id":"1","from":"1","to":"2","condition":null,"arrows":"to"},{"id":"b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to":"a1a38c2e-0e05-4c68-bd49-f12aea070876","condition":null,"arrows":"to"},{"id":"001375c7-19e7-436b-bbcd-68e36c8f23b7","from":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","to":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","condition":"1","arrows":"to"},{"id":"dd830043-c7a7-4c71-b91c-10c007b7b19c","from":"1a90a997-4390-470a-ae7c-626a725438d2","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"},{"id":"21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from":"52289e99-363d-4453-8077-ca8bdc6d35bf","to":"16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","condition":null,"arrows":"to"},{"id":"19f2f329-8163-4dc6-a353-800df79d18a6","from":"a1a38c2e-0e05-4c68-bd49-f12aea070876","to":"52289e99-363d-4453-8077-ca8bdc6d35bf","condition":null,"arrows":"to"},{"id":"822e5c76-ce59-4962-b5e3-a3dfd905fa05","from":"1","to":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","condition":null,"arrows":"to"},{"id":"36d6e697-b835-4374-9fa7-c1cd24b100e9","from":"5a1068c1-e365-4a51-b617-8cc093ce5e3d","to":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","condition":"0","arrows":"to"},{"id":"d4a03a18-2a24-4bec-9717-a82c8a4a764b","from":"0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to":"1a90a997-4390-470a-ae7c-626a725438d2","condition":null,"arrows":"to"},{"id":"673051d5-27f5-4578-8fc2-4f5e7352d5d2","from":"7e841bf6-b422-4c2c-b4ec-d2352e22cc88","to":"8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","condition":null,"arrows":"to"}]}
[I]2022/07/27 21:34:30.497 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node id:1
[I]2022/07/27 21:34:30.498 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node name:start
启动开始 (模拟业务等待3秒)
启动结束
[I]2022/07/27 21:34:33.502 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node id:5a1068c1-e365-4a51-b617-8cc093ce5e3d
[I]2022/07/27 21:34:33.503 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node name:检查订单
检查订单开始 (模拟业务等待3秒)
检查订单结束
[I]2022/07/27 21:34:36.518 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node id:0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10
[I]2022/07/27 21:34:36.518 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node name:可以预定
[I]2022/07/27 21:34:36.519 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node id:a1a38c2e-0e05-4c68-bd49-f12aea070876
[I]2022/07/27 21:34:36.519 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-1:execute node name:查询用户信息
查询用户信息开始 (模拟业务等待3秒)
[I]2022/07/27 21:34:36.519 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node id:1a90a997-4390-470a-ae7c-626a725438d2
[I]2022/07/27 21:34:36.519 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node name:查询酒店信息
查询酒店信息开始 (模拟业务等待3秒)
查询用户信息结束
查询酒店信息结束
[I]2022/07/27 21:34:39.522 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node id:52289e99-363d-4453-8077-ca8bdc6d35bf
[I]2022/07/27 21:34:39.522 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node name:下单
下单开始 (模拟业务等待3秒)
下单结束
[I]2022/07/27 21:34:42.529 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node id:16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2
[I]2022/07/27 21:34:42.529 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] pool-1-thread-2:execute node name:下单成功
下单成功开始 (模拟业务等待3秒)
下单成功结束
[I]2022/07/27 21:34:45.530 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] Thread-1:Complete success.
[I]2022/07/27 21:34:45.532 [your flow id][970f3310-4ca1-41db-9348-bcc3fe994ce5] Thread-1:json:
{"nodes":[{"id": "1","label": "start" ,"color": "#36AE7C"},{"id": "a1a38c2e-0e05-4c68-bd49-f12aea070876","label": "查询用户信息" ,"color": "#36AE7C"},{"id": "1a90a997-4390-470a-ae7c-626a725438d2","label": "查询酒店信息" ,"color": "#36AE7C"},{"id": "52289e99-363d-4453-8077-ca8bdc6d35bf","label": "下单" ,"color": "#36AE7C"},{"id": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","label": "下单成功" ,"color": "#36AE7C"},{"id": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","label": "检查订单" ,"color": "#36AE7C"},{"id": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","label": "可以预定" ,"color": "#36AE7C"},{"id": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","label": "不可预定" ,"color": "#E8F9FD"},{"id": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","label": "失败处理" ,"color": "#E8F9FD"}],"edges":[{"id": "1","from": "1","to": "2","arrows": "to"},{"id": "b3ad7ab3-8fb6-4527-8cae-6845e03da3e4","from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to": "a1a38c2e-0e05-4c68-bd49-f12aea070876","arrows": "to"},{"id": "001375c7-19e7-436b-bbcd-68e36c8f23b7","from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","to": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","arrows": "to"},{"id": "dd830043-c7a7-4c71-b91c-10c007b7b19c","from": "1a90a997-4390-470a-ae7c-626a725438d2","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"},{"id": "21c2c69d-0050-4eca-8283-5a2bcbdc6c37","from": "52289e99-363d-4453-8077-ca8bdc6d35bf","to": "16422cbb-ccb0-4fe2-952b-e3ad5c3acbb2","arrows": "to"},{"id": "19f2f329-8163-4dc6-a353-800df79d18a6","from": "a1a38c2e-0e05-4c68-bd49-f12aea070876","to": "52289e99-363d-4453-8077-ca8bdc6d35bf","arrows": "to"},{"id": "822e5c76-ce59-4962-b5e3-a3dfd905fa05","from": "1","to": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","arrows": "to"},{"id": "36d6e697-b835-4374-9fa7-c1cd24b100e9","from": "5a1068c1-e365-4a51-b617-8cc093ce5e3d","to": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","arrows": "to"},{"id": "d4a03a18-2a24-4bec-9717-a82c8a4a764b","from": "0aa3e9de-4015-4db0-9eda-fd1cd0fbbf10","to": "1a90a997-4390-470a-ae7c-626a725438d2","arrows": "to"},{"id": "673051d5-27f5-4578-8fc2-4f5e7352d5d2","from": "7e841bf6-b422-4c2c-b4ec-d2352e22cc88","to": "8fc59321-8b96-4e17-9d8e-0c8f5fe9c45e","arrows": "to"}]}
success
[I]2022/07/27 21:34:45.532 main:Ready queue thread stoped.
[I]2022/07/27 21:34:45.532 main:Ready queue thread stoped.
[I]2022/07/27 21:34:45.533 main:NodePool stoped.折叠
将流程运行结束的json字符串拷贝到下面,然后点击[show network]按钮,可以显示出流程执行后的状态
绿色:执行成功,红色:执行失败,白色:未执行

感谢您读文章到这里。
最后
设计资料和详细的使用方法可以参照上一篇文章:https://blog.csdn.net/nobuglady/p/16474433.html
边栏推荐
- sudo rosdep init 出现 ERROR: cannot download default
- Cvpr21 unsupervised anomaly detection cutpaste:self supervised learning for anomaly detection and localization
- JS preventDefault() 键盘输入限制 onmousewheel stopPropagation停止事件传播
- 英文翻译意大利语-批量英文翻译意大利语工具免费
- ardupilot软件在环仿真与在线调试
- 使用SaltStack自动化部署Zabbix
- R language and data analysis practice 11 - data deletion
- Rust Getting Started Guide (crite Management)
- Tikz draw Gantt chart in FJSP -trans necessary
- Photoshop responsive web design tutorial
猜你喜欢

用于异常检测的Transformer - InTra《Inpainting Transformer for Anomaly Detection》

可转债概念表 x Notion 给你方便快捷的体验!

SQL audit tool self introduction owls

彻底理解位运算——左移、右移

NDK 系列(5):JNI 从入门到实践,爆肝万字详解!

Learn from Li Mu, deep learning - linear regression and basic optimization function

Fantasy 5 (ue5) game engine complete course 2022

文章翻译软件-批量免费翻译软件支持各大翻译接口

BLDC 6步换相 simulink

JS modify table font and table border style
随机推荐
Avoidance Adjusted Climbrate
这种动态规划你见过吗——状态机动态规划之股票问题(下)
source insight项目导入和使用教程
Validate hardware DDR design with Xilinx MIG
Tikz draw Gantt chart in FJSP -trans necessary
机器学习 --- 模型评估、选择与验证
这个客制化键盘,秀翻我了~
Photoshop responsive web design tutorial
C语言循环语句强化练习题
BeanFactory not initialized or already closed - call ‘refresh‘ before accessing beans via the Applic
ICLR21(classification) - 未来经典“ViT” 《AN IMAGE IS WORTH 16X16 WORDS》(含代码分析)
TSDB and blockchain
Nips18(AD) - 利用几何增广的无监督异常检测《Deep Anomaly Detection Using Geometric Transformations》
Cvpr19 - adjust reference dry goods bag of tricks for image classification with revolutionary neural network
Swing事件处理的过程是怎样的?
VAE:变分自编码器的理解与实现
New functions of ES6 string
Adobe XD web design tutorial
C string to short[] method
Application of time series database in intelligent power consumption field