{"id":17815857,"url":"https://github.com/bmorphism/kfsummit19","last_synced_at":"2025-07-10T06:07:50.915Z","repository":{"id":81531427,"uuid":"218063770","full_name":"bmorphism/kfsummit19","owner":"bmorphism","description":"Example of running kubeflow pipelines on Anthos (lightning talk at Kubeflow Summit 2019)","archived":false,"fork":false,"pushed_at":"2019-10-28T16:40:46.000Z","size":12,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-07-05T07:59:27.592Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bmorphism.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-10-28T14:18:58.000Z","updated_at":"2019-10-28T16:42:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"e7289465-408e-4cf5-859f-cb3b686c1a8e","html_url":"https://github.com/bmorphism/kfsummit19","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bmorphism/kfsummit19","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmorphism%2Fkfsummit19","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmorphism%2Fkfsummit19/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmorphism%2Fkfsummit19/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmorphism%2Fkfsummit19/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bmorphism","download_url":"https://codeload.github.com/bmorphism/kfsummit19/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmorphism%2Fkfsummit19/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264538137,"owners_count":23624426,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-27T16:24:50.059Z","updated_at":"2025-07-10T06:07:50.896Z","avatar_url":"https://github.com/bmorphism.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kubeflow Pipelines on Anthos\n\nThis is an example of a pipeline designed for execution on kubeflow depolyed Anthos / GKE on-prem.\n\nThe example is liberally adapted from CIFAR-10 sample contributed by nvidia https://github.com/kubeflow/pipelines/tree/master/samples/contrib/nvidia-resnet\n\n## Prerequisites\n\n- kubeflow deployed on Anthos with:\n\nhttps://github.com/kubeflow/manifests/blob/master/kfdef/kfctl_anthos.yaml\n\n- VMWare standard storage PV / PVC for pipeline artifacts\n\n## How to run\n\nThis assumes 'kfsummit' namespace.\n\n0. Create PV / PVC\n\n`kubectl apply -f pv.yaml`\n`kubectl apply -f pvc.yaml`\n\n1. Forward istio-ingress\n\n`kubectl port-forward svc/istio-ingressgateway -n gke-system 9080:80`\n\n2. Using kfp SDK, launch the pipeline:\n\n```python\nimport kfp\n\nc = kfp.Client(\"127.0.0.1:8082/pipeline\", namespace=\"kfsummit\")\n\nc.create_run_from_pipeline_package(\"resnet_kfsummit.tar.gz\", arguments={}, experiment_name=\"kfsummit\")  \n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbmorphism%2Fkfsummit19","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbmorphism%2Fkfsummit19","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbmorphism%2Fkfsummit19/lists"}