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我需要在 GCP 上部署 Kubeflowfor ML 管道和 TFX。不幸的是，我无法使用以下 UI 进行安装，因为我需要手动设置区域、网络和子网。 在此处输入图像描述

有一个很好的文档页面： https ://www.kubeflow.org/docs/gke/deploy/deploy-cli/

我尝试使用 OAuth 凭据和基本身份验证。我也尝试安装kfctl_v0.5.1_linux.tar.gz和kfctl_v0.5.0_linux.tar.gz. 我总是得到以下信息：

WARN[0036] could not open /home/user/.kube/config Error stat /home/user/.kube/config: no such file or directory  filename=“apps/group.go:188”
WARN[0036] could not load config Error: open /home/user/.kube/config: no such file or directory  filename=“apps/group.go:208"

我已经安装了 kubectl：

kubectl version
Client Version: version.Info{Major:"1", Minor:"12+", GitVersion:"v1.12.8-dispatcher", GitCommit:"1215389331387f57594b42c5dd024a2fe27334f8", GitTreeState:"clean", BuildDate:"2019-05-1
3T18:09:56Z", GoVersion:"go1.10.8", Compiler:"gc", Platform:"linux/amd64"}
The connection to the server localhost:8080 was refused - did you specify the right host or port?

显然 ~/.kube/config 不存在。哪个应用程序应该创建它？

ls ~/.kube/config
ls: cannot access '/home/user/.kube/config': No such file or directory

我做了以下事情：

ls home/user/folder/kubeflow
kfctl  kfctl_v0.5.1_linux.tar.gz


export KUBEFLOW_USERNAME=xxx
export KUBEFLOW_PASSWORD=xxx
export PATH=$PATH:/home/user/folder/kubeflow
export ZONE=europe-west1-b
export PROJECT=project
export KFAPP=kubeflow-test

从家庭/用户/文件夹/kubeflow：

kfctl init ${KFAPP} --platform gcp --project ${PROJECT} --use_basic_auth -V

INFO[0014] Not skipping GCP project init, running gcpInitProject.  filename="gcp/gcp.go:1619"
WARN[0017] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0018] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0019] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0021] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0024] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0027] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
WARN[0030] batch API enabling is running: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com] (op = operations/acf.954cc3b6-f1f4-46a2-832d-596ccb5a3d5a)  filename="gcp/gcp.go:1594"
INFO[0037] batch API enabling is completed: [deploymentmanager.googleapis.com servicemanagement.googleapis.com container.googleapis.com cloudresourcemanager.googleapis.com endpoints.googleapis.com file.googleapis.com ml.googleapis.com iam.googleapis.com sqladmin.googleapis.com]  filename="gcp/gcp.go:1590"
INFO[0037] reading from /home/user/folder/kubeflow/kubeflow-test/app.yaml  filename="coordinator/coordinator.go:341"
WARN[0037] could not open /home/user/.kube/config Error stat /home/user/.kube/config: no such file or directory  filename="apps/group.go:188"
WARN[0037] could not load config Error: open /home/user/.kube/config: no such file or directory  filename="apps/group.go:208"

创建了一些文件：

ls kubeflow-test/
app.yaml

一些检查：

kubectl config view
apiVersion: v1
clusters: []
contexts: []
current-context: ""
kind: Config
preferences: {}
users: []

我也尝试更新 kubectl

gcloud components update kubectl
You have specified individual components to update.  If you are trying
 to install new components, use:
  $ gcloud components install kubectl
Do you want to run install instead (y/N)?  y
All components are up to date.

知道为什么我没有~/.kube/config不存在吗？我尝试手动创建它，但后来我遇到了其他问题。我应该怎么做才能创建缺少的配置。除了使用 CloudShell 在 GCP 上使用 cli 部署 Kubelow 之外，还有其他推荐的方法吗？

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1 回答 1

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GKE对如何通过 kubectl 配置对集群的访问有很好的描述（它使用~/.kube/config文件作为存储凭据的默认位置）。有两种方法可以填充文件：

  1. 通过命令行使用创建集群gcloud container clusters create CLUSTER_NAME
  2. 使用获取现有集群的凭据gcloud container clusters get-credentials CLUSTER_NAME

从 Kubeflow 文档来看，init 步骤似乎没有创建集群；应用步骤应该创建一个集群。如果您创建一个空文件，您不会描述以后遇到的问题。

此外，您指出了部署 cli 文档，但GKE 页面上的自定义 Kubeflow听起来更像您要完成的工作，因此您可能会看到该页面是否回答了您的任何问题。

于 2019-06-11T07:21:04.077 回答