golang源码分析：uber/cadence（1）

golang算法架构leetcode技术php 2023-06-07

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github.com/uber/cadence是公使衔的一个流程编排引擎。分布式、伸缩、高可靠的异步执行业务逻辑，工具比较丰富，同时提供了可视化UI。业务逻辑被建模为“工作流workflow”和“活动activities”。“工作流workflow”是业务协调逻辑的实现，其唯一目的是协调“活动activities”执行。“活动activities”是用于实现业务逻辑的任务。用户只需要根据自己的业务场景定义workflow和activity，就可以实现类似aws step function的功能。

Cadence内部又分为两个服务：Matching Service是负责分派任务，保证了at-most-once语义，这意味着工作流的每个活动要么只执行一次，要么（在失败的情况下）根本不执行。History Service管理队列，处理事件，存储和改变工作流状态，保证至少一次的语意。

下我们先体验下如何使用然后分析下例子的源码。首先我们使用默认的配置，采用docker-compose启动server端

% cd cadence/docker 
% docker-compose up
Creating network "docker_default" with the default driver
Pulling cassandra (cassandra:3.11)...
3.11: Pulling from library/cassandra
Pulling node-exporter (prom/node-exporter:)...
latest: Pulling from prom/node-exporter
Pulling cadence (ubercadence/server:master-auto-setup)...
master-auto-setup: Pulling from ubercadence/server
Pulling cadence-web (ubercadence/web:latest)...
latest: Pulling from ubercadence/web

当然，如果希望后端存储是mysql可以使用

%docker-compose -f docker-compose-mysql.yml up

然后我们就可以查看后台，因为没有起任何任务所以什么都没有

http://localhost:8088/news/2021/02/25/cadence-go-0-16-0

然后查看监控

http://localhost:3000/d/1B0efRyGy2/cadence-client-basic?orgId=1

我们可以下载官方的样例任务来进行学习github.com/uber-common/cadence-samples，下载下来后make

% make
go build -o bin/helloworld cmd/samples/recipes/helloworld/*.go

直接执行会报域名找不到的错误，因为我们没有创建域名

 % ./bin/helloworld -m worker
2023-06-03T18:09:09.692+0800  INFO  common/sample_helper.go:111  Logger created.
2023-06-03T18:09:09.692+0800  DEBUG  common/factory.go:162  Creating RPC dispatcher outbound  {"ServiceName": "cadence-frontend", "HostPort": "127.0.0.1:7833"}
2023-06-03T18:09:09.753+0800  INFO  common/sample_helper.go:162  Domain doesn't exist  {"Domain": "samples-domain", "error": "EntityNotExistsError{Message: Domain samples-domain does not exist., CurrentCluster: , ActiveCluster: }"}
2023-06-03T18:09:09.819+0800  ERROR  internal/internal_worker.go:254  domain does not exist

到cadence目录下执行

% git submodule update --init
子模组 'idls'（https://github.com/uber/cadence-idl.git）已对路径 'idls' 注册
正克隆到 'cadence/idls'...

% make tools
Makefile:41: Caution: you are not using CI's go version. Expected: go1.17, current: go version go1.19 darwin/amd64
make: Nothing to be done for `tools'.

我们改下Makefile里的golang版本

% vi cadence/Makefile
EXPECTED_GO_VERSION := go1.17
EXPECTED_GO_VERSION := go1.19

然后编译

 % make tools
make: Nothing to be done for `tools'.


 % make bins
compiling cadence-server with OS: darwin, ARCH: amd64

注册我们的域名samples-domain

% ./cadence --domain samples-domain domain register
Domain samples-domain successfully registered.

查看下

% ./cadence --domain samples-domain domain describe


Name: samples-domain
UUID: 8910febf-d84a-460d-a5a8-63b0754ebd7c
Description:
OwnerEmail:
DomainData: map[]
Status: REGISTERED
RetentionInDays: 3
EmitMetrics: true
IsGlobal(XDC)Domain: true
ActiveClusterName: cluster0
Clusters: [cluster0]
HistoryArchivalStatus: DISABLED
VisibilityArchivalStatus: DISABLED

指定任务列表运行一下

% ./cadence --domain samples-domain workflow run --tl helloWorldGroup --wt main.Workflow --et 60 -i '"cadence"'
Running execution:
  Workflow Id : 4ff92e57-6c35-43a6-975a-b0f16f25283d
  Run Id      : e5119817-814c-480f-a9bb-abf58571afc1
  Type        : main.Workflow
  Domain      : samples-domain
  Task List   : helloWorldGroup
  Args        : "cadence"
Progress:
  1, 2023-06-03T19:43:15+08:00, WorkflowExecutionStarted


Time elapse: 8s

其中参数解释如下：

Tasklist name (--tl)任务列表

Workflow type (--wt)

Execution start to close timeout in seconds (--et)

Input in JSON format (--i) (optional)

也可以启动官方例子里的worker

 % ./bin/helloworld -m worker
2023-06-03T19:44:54.468+0800  INFO  common/sample_helper.go:111  Logger created.
2023-06-03T19:44:54.469+0800  DEBUG  common/factory.go:162  Creating RPC dispatcher outbound  {"ServiceName": "cadence-frontend", "HostPort": "127.0.0.1:7833"}
2023-06-03T19:44:54.503+0800  INFO  common/sample_helper.go:164  Domain successfully registered.  {"Domain": "samples-domain"}
2023-06-03T19:44:54.589+0800  INFO  internal/internal_worker.go:834  Started Workflow Worker  {"Domain": "samples-domain", "TaskList": "helloWorldGroup", "WorkerID": "36869@xiazemindeMacBook-Pro.local@helloWorldGroup@f06a06ee-786b-405f-8932-d48340666531"}
2023-06-03T19:44:54.664+0800  INFO  internal/internal_worker.go:859  Started Activity Worker  {"Domain": "samples-domain", "TaskList": "helloWorldGroup", "WorkerID": "36869@xiazemindeMacBook-Pro.local@helloWorldGroup@f06a06ee-786b-405f-8932-d48340666531"}

或者直接trigger下



% ./bin/helloworld -m trigger
2023-06-03T19:49:19.128+0800  INFO  common/sample_helper.go:111  Logger created.
2023-06-03T19:49:19.128+0800  DEBUG  common/factory.go:162  Creating RPC dispatcher outbound  {"ServiceName": "cadence-frontend", "HostPort": "127.0.0.1:7833"}
2023-06-03T19:49:19.148+0800  INFO  common/sample_helper.go:164  Domain successfully registered.  {"Domain": "samples-domain"}
2023-06-03T19:49:19.208+0800  INFO  common/sample_helper.go:198  Started Workflow  {"WorkflowID": "helloworld_45fcb8f4-6556-448a-ac8c-86386bbf4ff9", "RunID": "d0576e1d-3d8d-46e8-8126-042378b98427"}

官方例子还有很多就不一一列举了，然后我们到后台就可以看到如下界面了：

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golang源码分析：uber/cadence（1）

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