请帮助了解导致错误的原因以及如何解决。

客户端中的Kubeflow sdk-error。list_experiments（）指的是客户端中的Kubeflow sdk-error。list_experiments（）#6120 github问题，作者通过该问题修复了该问题。

我收到了开发人员的反馈（参见已关闭的问题）。这是多用户模式的当前警告之一（参见留档）。现在通过#5138支持这种用法。

但是，我不知道到底是什么原因以及如何修复它。看起来使用SDK客户端连接到Kubeflow管道给出了配置，但不确定我需要做什么。

1. 在远程实例上部署Minikube并设置kubectl连接。
2. 通过使用单个命令按照Install部署Kubeflow 1.5.0。
3. 验证连接并确认pod正在从本地笔记本电脑运行。

$ kubectl get pods -n kubeflow
NAME                                                         READY   STATUS    RESTARTS   AGE
admission-webhook-deployment-7df7558c67-drdzw                1/1     Running   5          2d18h
cache-deployer-deployment-6f4bcc969-8kpm6                    2/2     Running   15         2d18h
cache-server-575d97c95-k7rv4                                 2/2     Running   10         2d18h
centraldashboard-5dd4f57bbd-gcxn5                            2/2     Running   10         2d18h
jupyter-web-app-deployment-5886974887-8c2cf                  1/1     Running   5          2d18h
katib-controller-58ddb4b856-mzq2l                            1/1     Running   46         2d18h
katib-db-manager-6df878f5b8-c9dhr                            1/1     Running   8          2d18h
katib-mysql-6dcb447c6f-lz5b8                                 1/1     Running   5          2d18h
katib-ui-f787b9d88-8h25n                                     1/1     Running   6          2d18h
kfserving-controller-manager-0                               2/2     Running   50         2d18h
kfserving-models-web-app-7884f597cf-m9n59                    2/2     Running   10         2d18h
kserve-models-web-app-5c64c8d8bb-bpdsb                       2/2     Running   10         2d18h
kubeflow-pipelines-profile-controller-84bcbdb899-669hr       1/1     Running   5          2d18h
metacontroller-0                                             1/1     Running   6          2d18h
metadata-envoy-deployment-7b847ff6c5-d2fjv                   1/1     Running   5          2d18h
metadata-grpc-deployment-6f6f7776c5-2vqp6                    2/2     Running   21         2d18h
metadata-writer-78fc7d5bb8-q8hfq                             2/2     Running   11         2d18h
minio-5b65df66c9-fttpm                                       2/2     Running   10         2d18h
ml-pipeline-75b5c59d7f-k7mm7                                 2/2     Running   59         2d18h
ml-pipeline-persistenceagent-87b6888c4-swv8k                 2/2     Running   10         2d18h
ml-pipeline-scheduledworkflow-665847bb9-4b5vr                2/2     Running   10         2d18h
ml-pipeline-ui-68cc764f66-892rz                              2/2     Running   14         2d18h
ml-pipeline-viewer-crd-68777557fb-6lq88                      2/2     Running   16         2d18h
ml-pipeline-visualizationserver-58ccb76855-qz2rc             2/2     Running   12         2d18h
mysql-f7b9b7dd4-2dpqv                                        2/2     Running   10         2d18h
notebook-controller-deployment-6c5f5d6cfc-mxmzw              2/2     Running   17         2d18h
profiles-deployment-5cdc5dc577-szhjk                         3/3     Running   61         2d18h
tensorboard-controller-controller-manager-5cbddb7fb5-xgq2v   3/3     Running   21         2d18h
tensorboards-web-app-deployment-7c5db448d7-t8xqp             1/1     Running   5          2d18h
training-operator-7b8cc9865d-qr8hm                           1/1     Running   7          2d18h
volumes-web-app-deployment-87484c848-qvsnc                   1/1     Running   5          2d18h
workflow-controller-6bf87db995-snfdn                         2/2     Running   20         2d18h

$ pip list | grep kfp
kfp                              1.8.12
kfp-pipeline-spec                0.1.15
kfp-server-api                   1.8.1

kubectl端口转发svc/ml-pipieline-用户界面3000:80--namespace kubeflow\

您可以通过访问浏览器中的http://localhost:3000来验证端口转发是否正常工作。如果端口转发工作正常，则会出现Kubeflow管道UI。

import kfp
client = kfp.Client(host='http://localhost:3000', namespace='kubeflow')
print(client.list_experiments(namespace='kubeflow'))

得到了错误。

Traceback (most recent call last):
  File "connect_kubeflow_pipeline.py", line 8, in <module>
    print(client.list_experiments(namespace='kubeflow'))
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp/_client.py", line 540, in list_experiments
    filter=filter)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api/experiment_service_api.py", line 567, in list_experiment
    return self.list_experiment_with_http_info(**kwargs)  # noqa: E501
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api/experiment_service_api.py", line 682, in list_experiment_with_http_info
    collection_formats=collection_formats)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api_client.py", line 369, in call_api
    _preload_content, _request_timeout, _host)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api_client.py", line 188, in __call_api
    raise e
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api_client.py", line 185, in __call_api
    _request_timeout=_request_timeout)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/api_client.py", line 393, in request
    headers=headers)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/rest.py", line 234, in GET
    query_params=query_params)
  File "/Users/1245095/venv/ml/lib/python3.7/site-packages/kfp_server_api/rest.py", line 224, in request
    raise ApiException(http_resp=r)
kfp_server_api.exceptions.ApiException: (500)
Reason: Internal Server Error
HTTP response headers: HTTPHeaderDict({'X-Powered-By': 'Express', 'content-type': 'application/json', 'date': 'Tue, 24 May 2022 04:58:42 GMT', 'x-envoy-upstream-service-time': '2', 'server': 'envoy', 'connection': 'close', 'transfer-encoding': 'chunked'})
HTTP response body: {"error":"Internal error: Unauthenticated: Request header error: there is no user identity header.: Request header error: there is no user identity header.\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).canAccessExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:249\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:148\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:150\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357","code":13,"message":"Internal error: Unauthenticated: Request header error: there is no user identity header.: Request header error: there is no user identity header.\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).canAccessExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:249\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:148\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:150\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357","details":[{"@type":"type.googleapis.com/api.Error","error_message":"Internal error: Unauthenticated: Request header error: there is no user identity header.: Request header error: there is no user identity header.\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).canAccessExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:249\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:148\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:150\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357","error_details":"Internal error: Unauthenticated: Request header error: there is no user identity header.: Request header error: there is no user identity header.\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).canAccessExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:249\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:148\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357\nFailed to authorize with API resource references\ngithub.com/kubeflow/pipelines/backend/src/common/util.Wrap\n\t/go/src/github.com/kubeflow/pipelines/backend/src/common/util/error.go:279\ngithub.com/kubeflow/pipelines/backend/src/apiserver/server.(*ExperimentServer).ListExperiment\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/server/experiment_server.go:150\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler.func1\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1089\nmain.apiServerInterceptor\n\t/go/src/github.com/kubeflow/pipelines/backend/src/apiserver/interceptor.go:30\ngithub.com/kubeflow/pipelines/backend/api/go_client._ExperimentService_ListExperiment_Handler\n\t/go/src/github.com/kubeflow/pipelines/backend/api/go_client/experiment.pb.go:1091\ngoogle.golang.org/grpc.(*Server).processUnaryRPC\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1286\ngoogle.golang.org/grpc.(*Server).handleStream\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:1609\ngoogle.golang.org/grpc.(*Server).serveStreams.func1.2\n\t/go/pkg/mod/google.golang.org/grpc@v1.38.0/server.go:934\nruntime.goexit\n\t/usr/local/go/src/runtime/asm_amd64.s:1357"}]}