关于云计算:KubeSphere-Helm-应用仓库源码分析

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作者：蔡锡生，LStack 平台研发工程师，近期专一于基于 OAM 的利用托管平台落地。

背景介绍

KubeSphere 利用商店简介

作为一个开源的、以利用为核心的容器平台，KubeSphere 在 OpenPitrix 的根底上，为用户提供了一个基于 Helm 的利用商店，用于利用生命周期治理。OpenPitrix 是一个开源的 Web 平台，用于打包、部署和治理不同类型的利用。KubeSphere 利用商店让 ISV、开发者和用户可能在一站式服务中只需点击几下就能够上传、测试、部署和公布利用。

KubeSphere 中的 Helm 仓库性能

默认状况下，利用商店中内置了 16 个利用，但您能够通过利用模板增加更多利用。

  • KubeSphere Helm 仓库增加

  • Helm repo list

  • KubeSphere Helm 仓库中的利用模版查问

Helm 仓库简介

Helm charts 是寄存 K8s 利用模版的仓库，该仓库由 index.yaml 文件和 .tgz 模版包组成。

[root@ningbo stable]# ls -al 
总用量 400
drwxr-xr-x. 26 root root   4096 6 月  22 17:01 .
drwxr-xr-x.  4 root root     86 6 月  22 16:37 ..
-rw-r--r--.  1 root root  10114 6 月  22 17:12 index.yaml
-rw-r--r--.  1 root root   3803 6 月   8 2020 lsh-cluster-csm-om-agent-0.1.0.tgz
-rw-r--r--.  1 root root   4022 6 月   8 2020 lsh-mcp-cc-alert-service-0.1.0.tgz
-rw-r--r--.  1 root root   4340 6 月   8 2020 lsh-mcp-cc-sms-service-0.1.0.tgz
-rw-r--r--.  1 root root   4103 6 月   8 2020 lsh-mcp-cpm-metrics-exchange-0.1.0.tgz
-rw-r--r--.  1 root root   4263 6 月   8 2020 lsh-mcp-cpm-om-service-0.1.0.tgz
-rw-r--r--.  1 root root   4155 6 月   8 2020 lsh-mcp-csm-om-service-0.1.0.tgz
-rw-r--r--.  1 root root   3541 6 月   8 2020 lsh-mcp-deploy-service-0.1.0.tgz
-rw-r--r--.  1 root root   5549 6 月   8 2020 lsh-mcp-iam-apigateway-service-0.1.0.tgz
  • index.yaml 文件 
apiVersion: v1
entries:
  aliyun-ccm:
  - apiVersion: v2
    appVersion: addon
    created: "2021-06-21T08:59:58Z"
    description: A Helm chart for Kubernetes
    digest: 6bda563c86333475255e5edfedc200ae282544e2c6e22b519a59b3c7bdef9a32
    name: aliyun-ccm
    type: application
    urls:
    - charts/aliyun-ccm-0.1.0.tgz
    version: 0.1.0
  aliyun-csi-driver:
  - apiVersion: v2
    appVersion: addon
    created: "2021-06-21T08:59:58Z"
    description: A Helm chart for Kubernetes
    digest: b49f128d7a49401d52173e6f58caedd3fabbe8e2827dc00e6a824ee38860fa51
    name: aliyun-csi-driver
    type: application
    urls:
    - charts/aliyun-csi-driver-0.1.0.tgz
    version: 0.1.0
  application-controller:
  - apiVersion: v1
    appVersion: addon
    created: "2021-06-21T08:59:58Z"
    description: A Helm chart for application Controller
    digest: 546e72ce77f865683ce0ea75f6e0203537a40744f2eb34e36a5bd378f9452bc5
    name: application-controller
    urls:
    - charts/application-controller-0.1.0.tgz
    version: 0.1.0
  • .tgz 解压缩后的文件目录 
[root@ningbo stable]# cd mysql/
[root@ningbo mysql]# ls -al
总用量 20
drwxr-xr-x.  3 root root   97 5 月  25 2020 .
drwxr-xr-x. 26 root root 4096 6 月  22 17:01 ..
-rwxr-xr-x.  1 root root  106 5 月  25 2020 Chart.yaml
-rwxr-xr-x.  1 root root  364 5 月  25 2020 .Helmignore
-rwxr-xr-x.  1 root root   76 5 月  25 2020 index.yaml
drwxr-xr-x.  3 root root  146 5 月  25 2020 templates
-rwxr-xr-x.  1 root root 1735 5 月  25 2020 values.yaml
  • Chart.yaml
[root@ningbo mysql]# cat Chart.yaml 
apiVersion: v1
appVersion: "1.0"
description: A Helm chart for Kubernetes
name: mysql
version: 0.1.0

增加 Helm 仓库代码介绍

接口实现剖析

  1. 路由注册
  2. handler，参数解析，调用 models 方面
  3. models，调用 models 办法
  4. crd client，调用 K8s api 存储
  • 路由注册 
    webservice.Route(webservice.POST("/repos").
        To(handler.CreateRepo). // 跟进
        Doc("Create a global repository, which is used to store package of app").
        Metadata(restfulspec.KeyOpenAPITags, []string{constants.OpenpitrixTag}).
        Param(webservice.QueryParameter("validate", "Validate repository")).
        Returns(http.StatusOK, api.StatusOK, openpitrix.CreateRepoResponse{}).
        Reads(openpitrix.CreateRepoRequest{}))
  • 校验参数，构建 models
func (h *openpitrixHandler) CreateRepo(req *restful.Request, resp *restful.Response) {createRepoRequest := &openpitrix.CreateRepoRequest{}
    err := req.ReadEntity(createRepoRequest)
    if err != nil {klog.V(4).Infoln(err)
        api.HandleBadRequest(resp, nil, err)
        return
    }
 
    createRepoRequest.Workspace = new(string)
    *createRepoRequest.Workspace = req.PathParameter("workspace")
 
    user, _ := request.UserFrom(req.Request.Context())
    creator := ""
    if user != nil {creator = user.GetName()
    }
    parsedUrl, err := url.Parse(createRepoRequest.URL)
    if err != nil {api.HandleBadRequest(resp, nil, err)
        return
    }
    userInfo := parsedUrl.User
    // trim credential from url
    parsedUrl.User = nil
 
    repo := v1alpha1.HelmRepo{
        ObjectMeta: metav1.ObjectMeta{Name: idutils.GetUuid36(v1alpha1.HelmRepoIdPrefix),
            Annotations: map[string]string{constants.CreatorAnnotationKey: creator,},
            Labels: map[string]string{constants.WorkspaceLabelKey: *createRepoRequest.Workspace,},
        },
        Spec: v1alpha1.HelmRepoSpec{
            Name:        createRepoRequest.Name,
            Url:         parsedUrl.String(),
            SyncPeriod:  0,
            Description: stringutils.ShortenString(createRepoRequest.Description, 512),
        },
    }
 
    if strings.HasPrefix(createRepoRequest.URL, "https://") || strings.HasPrefix(createRepoRequest.URL, "http://") {
        if userInfo != nil {repo.Spec.Credential.Username = userInfo.Username()
            repo.Spec.Credential.Password, _ = userInfo.Password()}
    } else if strings.HasPrefix(createRepoRequest.URL, "s3://") {cfg := v1alpha1.S3Config{}
        err := json.Unmarshal([]byte(createRepoRequest.Credential), &cfg)
        if err != nil {api.HandleBadRequest(resp, nil, err)
            return
        }
        repo.Spec.Credential.S3Config = cfg
    }
 
    var result interface{}
    // 1. validate repo
    result, err = h.openpitrix.ValidateRepo(createRepoRequest.URL, &repo.Spec.Credential)
    if err != nil {klog.Errorf("validate repo failed, err: %s", err)
        api.HandleBadRequest(resp, nil, err)
        return
    }
 
    // 2. create repo
    validate, _ := strconv.ParseBool(req.QueryParameter("validate"))
    if !validate {if repo.GetTrueName() == "" {api.HandleBadRequest(resp, nil, fmt.Errorf("repo name is empty"))
            return
        }
        result, err = h.openpitrix.CreateRepo(&repo) // 跟进
    }
 
    if err != nil {klog.Errorln(err)
        handleOpenpitrixError(resp, err)
        return
    }
 
    resp.WriteEntity(result)
}
  • 调用 createRep 办法 
func (c *repoOperator) CreateRepo(repo *v1alpha1.HelmRepo) (*CreateRepoResponse, error) {name := repo.GetTrueName()
 
    items, err := c.repoLister.List(labels.SelectorFromSet(map[string]string{constants.WorkspaceLabelKey: repo.GetWorkspace()}))
    if err != nil && !apierrors.IsNotFound(err) {klog.Errorf("list Helm repo failed: %s", err)
        return nil, err
    }
 
    for _, exists := range items {if exists.GetTrueName() == name {klog.Error(repoItemExists, "name:", name)
            return nil, repoItemExists
        }
    }
 
    repo.Spec.Description = stringutils.ShortenString(repo.Spec.Description, DescriptionLen)
    _, err = c.repoClient.HelmRepos().Create(context.TODO(), repo, metav1.CreateOptions{}) // 跟进
    if err != nil {klog.Errorf("create Helm repo failed, repo_id: %s, error: %s", repo.GetHelmRepoId(), err)
        return nil, err
    } else {klog.V(4).Infof("create Helm repo success, repo_id: %s", repo.GetHelmRepoId())
    }
 
    return &CreateRepoResponse{repo.GetHelmRepoId()}, nil
}
  • 调用 K8s api, 创立 crd HelmRepo
// Create takes the representation of a HelmRepo and creates it.  Returns the server's representation of the HelmRepo, and an error, if there is any.
func (c *HelmRepos) Create(ctx context.Context, HelmRepo *v1alpha1.HelmRepo, opts v1.CreateOptions) (result *v1alpha1.HelmRepo, err error) {result = &v1alpha1.HelmRepo{}
    err = c.client.Post().
        Resource("Helmrepos").
        VersionedParams(&opts, scheme.ParameterCodec).
        Body(HelmRepo).
        Do(ctx).
        Into(result)
    return
}

查问 Helm 仓库利用模版代码介绍

接口实现

  1. 路由注册
  2. handler，参数解析，调用 models 方面
  3. models，调用 models 办法
  4. crd client，调用 K8s api 存储
  • 路由注册 
webservice.Route(webservice.GET("/apps").LiHui, 6 months ago: • openpitrix crd
        Deprecate().
        To(handler.ListApps).  // 跟进
        Doc("List app templates").
        Param(webservice.QueryParameter(params.ConditionsParam, "query conditions,connect multiple conditions with commas, equal symbol for exact query, wave symbol for fuzzy query e.g. name~a").
            Required(false).
            DataFormat("key=%s,key~%s")).
        Param(webservice.QueryParameter(params.PagingParam, "paging query, e.g. limit=100,page=1").
            Required(false).
            DataFormat("limit=%d,page=%d").
            DefaultValue("limit=10,page=1")).
        Param(webservice.QueryParameter(params.ReverseParam, "sort parameters, e.g. reverse=true")).
        Param(webservice.QueryParameter(params.OrderByParam, "sort parameters, e.g. orderBy=createTime")).
        Metadata(restfulspec.KeyOpenAPITags, []string{constants.OpenpitrixTag}).
        Returns(http.StatusOK, api.StatusOK, models.PageableResponse{}))
  • 参数解析，调用 models 方面 
func (h *openpitrixHandler) ListApps(req *restful.Request, resp *restful.Response)
    limit, offset := params.ParsePaging(req)
    orderBy := params.GetStringValueWithDefault(req, params.OrderByParam, openpitrix.CreateTime)
    reverse := params.GetBoolValueWithDefault(req, params.ReverseParam, false)
    conditions, err := params.ParseConditions(req)
 
    if err != nil {klog.V(4).Infoln(err)
        api.HandleBadRequest(resp, nil, err)
        return
    }
 
    if req.PathParameter("workspace") != "" {conditions.Match[openpitrix.WorkspaceLabel] = req.PathParameter("workspace")
    }
 
    result, err := h.openpitrix.ListApps(conditions, orderBy, reverse, limit, offset)  // 跟进
 
    if err != nil {klog.Errorln(err)
        handleOpenpitrixError(resp, err)
        return
    }
 
    resp.WriteEntity(result)
}
  • 从缓存中获取 applist
func (c *applicationOperator) ListApps(conditions *params.Conditions, orderBy string, reverse bool, limit, offset int) (*models.PageableResponse, error) {apps, err := c.listApps(conditions)  // 重点跟进
    if err != nil {klog.Error(err)
        return nil, err
    }
    apps = filterApps(apps, conditions)
 
    if reverse {sort.Sort(sort.Reverse(HelmApplicationList(apps)))
    } else {sort.Sort(HelmApplicationList(apps))
    }
 
    totalCount := len(apps)
    start, end := (&query.Pagination{Limit: limit, Offset: offset}).GetValidPagination(totalCount)
    apps = apps[start:end]
    items := make([]interface{}, 0, len(apps))
 
    for i := range apps {versions, err := c.getAppVersionsByAppId(apps[i].GetHelmApplicationId())
        if err != nil && !apierrors.IsNotFound(err) {return nil, err}
        ctg, _ := c.ctgLister.Get(apps[i].GetHelmCategoryId())
        items = append(items, convertApp(apps[i], versions, ctg, 0))
    }
    return &models.PageableResponse{Items: items, TotalCount: totalCount}, nil
}
 
// line 601
func (c *applicationOperator) listApps(conditions *params.Conditions) (ret []*v1alpha1.HelmApplication, err error) {repoId := conditions.Match[RepoId]
    if repoId != "" && repoId != v1alpha1.AppStoreRepoId {
        // get Helm application from Helm repo
        if ret, exists := c.cachedRepos.ListApplicationsByRepoId(repoId); !exists {klog.Warningf("load repo failed, repo id: %s", repoId)
            return nil, loadRepoInfoFailed
        } else {return ret, nil}
    } else {
        if c.backingStoreClient == nil {return []*v1alpha1.HelmApplication{}, nil}
        ret, err = c.appLister.List(labels.SelectorFromSet(buildLabelSelector(conditions)))
    }
 
    return
}
  • 缓存具体获取应用逻辑 
func (c *cachedRepos) ListApplicationsByRepoId(repoId string) (ret []*v1alpha1.HelmApplication, exists bool) {c.RLock()
    defer c.RUnlock()
 
    if repo, exists := c.repos[repoId]; !exists {return nil, false} else {ret = make([]*v1alpha1.HelmApplication, 0, 10)
        for _, app := range c.apps {if app.GetHelmRepoId() == repo.Name { // 利用的仓库 ID 雷同则追加
                ret = append(ret, app)
            }
        }
    }
    return ret, true
}

既然 app template 是从缓存中获取的，那么缓存中的数据又是什么时候录入的呢？

  1. 创立全局缓存变量
  2. 增加新 Helm 仓库，K8s 中已装置 crd 控制器 HelmRepoController 发现有新的 HelmRepo 创立，更新 .Status.Data 内容
  3. informer 发现有更新，同时更新缓存

缓存更新的实现

  1. 创立全局变量，通过 init 函数初始化
  2. 通过 HelmRepo 的 informer 实现缓存同步更新
  3. 在每次调用接口的时候，hanlder 类中包换了缓存变量

创立接口类 openpitrix.Interface

type openpitrixHandler struct {openpitrix openpitrix.Interface}
 
func newOpenpitrixHandler(ksInformers informers.InformerFactory, ksClient versioned.Interface, option *openpitrixoptions.Options) *openpitrixHandler {
    var s3Client s3.Interface
    if option != nil && option.S3Options != nil && len(option.S3Options.Endpoint) != 0 {
        var err error
        s3Client, err = s3.NewS3Client(option.S3Options)
        if err != nil {klog.Errorf("failed to connect to storage, please check storage service status, error: %v", err)
        }
    }
 
    return &openpitrixHandler{openpitrix.NewOpenpitrixOperator(ksInformers, ksClient, s3Client),
    }
}

NewOpenpitrixOperator

  • 通过在 informer 中增加告诉函数，执行缓存更新
  • once.Do 只执行一次 
var cachedReposData reposcache.ReposCache
var HelmReposInformer cache.SharedIndexInformer
var once sync.Once
 
 
func init() {cachedReposData = reposcache.NewReposCache() // 全局缓存
}
 
func NewOpenpitrixOperator(ksInformers ks_informers.InformerFactory, ksClient versioned.Interface, s3Client s3.Interface) Interface {once.Do(func() {klog.Infof("start Helm repo informer")
        HelmReposInformer = ksInformers.KubeSphereSharedInformerFactory().Application().V1alpha1().HelmRepos().Informer()
        HelmReposInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{AddFunc: func(obj interface{}) {r := obj.(*v1alpha1.HelmRepo)
                cachedReposData.AddRepo(r) // 缓存更新，点击跟进
            },
            UpdateFunc: func(oldObj, newObj interface{}) {oldR := oldObj.(*v1alpha1.HelmRepo)
                cachedReposData.DeleteRepo(oldR)
                r := newObj.(*v1alpha1.HelmRepo)
                cachedReposData.AddRepo(r)
            },
            DeleteFunc: func(obj interface{}) {r := obj.(*v1alpha1.HelmRepo)
                cachedReposData.DeleteRepo(r)
            },
        })
        go HelmReposInformer.Run(wait.NeverStop)
    })
 
    return &openpitrixOperator{AttachmentInterface:  newAttachmentOperator(s3Client),
    // cachedReposData used
        ApplicationInterface: newApplicationOperator(cachedReposData, ksInformers.KubeSphereSharedInformerFactory(), ksClient, s3Client),
    // cachedReposData used
        RepoInterface:        newRepoOperator(cachedReposData, ksInformers.KubeSphereSharedInformerFactory(), ksClient),
    // cachedReposData used
        ReleaseInterface:     newReleaseOperator(cachedReposData, ksInformers.KubernetesSharedInformerFactory(), ksInformers.KubeSphereSharedInformerFactory(), ksClient),
        CategoryInterface:    newCategoryOperator(ksInformers.KubeSphereSharedInformerFactory(), ksClient),
    }
}

缓存更新逻辑 

// 缓存构造体
type cachedRepos struct {
    sync.RWMutex
 
    chartsInRepo  map[workspace]map[string]int
    repoCtgCounts map[string]map[string]int
 
    repos    map[string]*v1alpha1.HelmRepo
    apps     map[string]*v1alpha1.HelmApplication
    versions map[string]*v1alpha1.HelmApplicationVersion
}
  • ByteArrayToSavedIndex：将 repo.Status.Data 转换为 SavedIndex 数组对象
  • 遍历 SavedIndex.Applications
  • 保留（app.ApplicationId：HelmApplication）到 cachedRepos.apps
func (c *cachedRepos) AddRepo(repo *v1alpha1.HelmRepo) error {return c.addRepo(repo, false)
}
 
//Add new Repo to cachedRepos
func (c *cachedRepos) addRepo(repo *v1alpha1.HelmRepo, builtin bool) error {if len(repo.Status.Data) == 0 {return nil}
    index, err := Helmrepoindex.ByteArrayToSavedIndex([]byte(repo.Status.Data))
    if err != nil {klog.Errorf("json unmarshal repo %s failed, error: %s", repo.Name, err)
        return err
    }
    ...
 
    chartsCount := 0
    for key, app := range index.Applications {
        if builtin {appName = v1alpha1.HelmApplicationIdPrefix + app.Name} else {appName = app.ApplicationId}
 
        HelmApp := v1alpha1.HelmApplication{....}
        c.apps[app.ApplicationId] = &HelmApp
 
        var ctg, appVerName string
        var chartData []byte
        for _, ver := range app.Charts {
            chartsCount += 1
            if ver.Annotations != nil && ver.Annotations["category"] != "" {ctg = ver.Annotations["category"]
            }
            if builtin {appVerName = base64.StdEncoding.EncodeToString([]byte(ver.Name + ver.Version))
                chartData, err = loadBuiltinChartData(ver.Name, ver.Version)
                if err != nil {return err}
            } else {appVerName = ver.ApplicationVersionId}
 
            version := &v1alpha1.HelmApplicationVersion{....}
            c.versions[ver.ApplicationVersionId] = version
        }
        ....
    }
    return nil
}

HelmRepo 协调器

HelmRepo.Status.Data 加载流程

  1. LoadRepoIndex: convert index.yaml to IndexFile
  2. MergeRepoIndex: merge new and old IndexFile
  3. savedIndex.Bytes(): compress data with zlib.NewWriter
  4. 将 savedIndex 数据存入 CRD（HelmRepo.Status.Data)

要害构造体 

// HelmRepo.Status.Data == SavedIndex 压缩后的数据
   type SavedIndex struct {
       APIVersion   string                  `json:"apiVersion"`
       Generated    time.Time               `json:"generated"`
       Applications map[string]*Application `json:"apps"`
       PublicKeys   []string                `json:"publicKeys,omitempty"`
 
       // Annotations are additional mappings uninterpreted by Helm. They are made available for
       // other applications to add information to the index file.
       Annotations map[string]string `json:"annotations,omitempty"`
   }
 
   // IndexFile represents the index file in a chart repository
   type IndexFile struct {
       APIVersion string                   `json:"apiVersion"`
       Generated  time.Time                `json:"generated"`
       Entries    map[string]ChartVersions `json:"entries"`
       PublicKeys []string                 `json:"publicKeys,omitempty"`}

代码地位 

func (r *ReconcileHelmRepo) syncRepo(instance *v1alpha1.HelmRepo) error {
       // 1. load index from Helm repo
       index, err := Helmrepoindex.LoadRepoIndex(context.TODO(), instance.Spec.Url, &instance.Spec.Credential)
 
       if err != nil {klog.Errorf("load index failed, repo: %s, url: %s, err: %s", instance.GetTrueName(), instance.Spec.Url, err)
           return err
       }
 
       existsSavedIndex := &Helmrepoindex.SavedIndex{}
       if len(instance.Status.Data) != 0 {existsSavedIndex, err = Helmrepoindex.ByteArrayToSavedIndex([]byte(instance.Status.Data))
           if err != nil {klog.Errorf("json unmarshal failed, repo: %s,  error: %s", instance.GetTrueName(), err)
               return err
           }
       }
 
       // 2. merge new index with old index which is stored in crd
       savedIndex := Helmrepoindex.MergeRepoIndex(index, existsSavedIndex)
 
       // 3. save index in crd
       data, err := savedIndex.Bytes()
       if err != nil {klog.Errorf("json marshal failed, error: %s", err)
           return err
       }
 
       instance.Status.Data = string(data)
       return nil
   }

Question:

Q1：Helm 仓库发包时如何进行 Helm release 版本控制

A：批改 Charts.yaml 中的字段 version，而后 Helm package，等于新增一个 .tgz 包，老版本的不要删除，这时候执行 index 的时候会吧所有的 .tgz 包蕴含在内。

$ Helm repo index stable --url=xxx.xx.xx.xxx:8081/
  $ cat index.yaml
  ....
  redis:
  - apiVersion: v1
    appVersion: "1.0"
    created: "2021-06-22T16:34:58.286583012+08:00"
    description: A Helm chart for Kubernetes
    digest: fd7c0d962155330527c0a512a74bea33302fca940b810c43ee5f461b1013dbf5
    name: redis
    urls:
    - xxx.xx.xx.xxx:8081/redis-0.1.1.tgz
    version: 0.1.1
  - apiVersion: v1
    appVersion: "1.0"
    created: "2021-06-22T16:34:58.286109049+08:00"
    description: A Helm chart for Kubernetes
    digest: 1a23bd6d5e45f9d323500bbe170011fb23bfccf2c1bd25814827eb8dc643d7f0
    name: redis
    urls:
    - xxx.xx.xx.xxx:8081/redis-0.1.0.tgz
    version: 0.1.0

Q2：KuberSphere 版本同步性能有缺失？用户增加完 Helm 仓库后，如果有新的利用公布，查问不到

A：解决方案：应用 3 种同步策略

  • 定时同步 Helm 仓库（HelmRepo 设置一个定时协调的事件）
  • 企业仓库，用户能够设置 hook，公布新版本的时候被动触发更新
  • 用户被动更新 charts

Q3：index.yaml 缓存地位

A：某些仓库的 index.yaml 比拟大，如果 1000 个用户，1000 个 charts 会太吃内存。倡议罕用 index.yaml 的放在内存中，不罕用的 index.yaml 存储在本地磁盘。

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云计算
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2021-06-25
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