{"id":"a2c508e1-b97e-428b-b2fb-c07c88f167e7","task":"Compile and submit a Kubeflow Pipelines v2 pipeline to a self-managed Kubeflow cluster","domain":"www.kubeflow.org","steps":["Install the kfp SDK and author a pipeline using @dsl.component and @dsl.pipeline from the kfp.dsl module","Compile it to an IR YAML file with compiler.Compiler().compile(pipeline_func, package_path='./pipeline.yaml')","Instantiate kfp.Client() pointed at your self-hosted KFP API server host, providing a namespace if running multi-user Kubeflow","Submit the compiled package with client.create_run_from_pipeline_package(pipeline_file, arguments={...}, experiment_name=...), or compile-and-submit in one step with create_run_from_pipeline_func","Alternatively submit from the CLI with kfp run create --experiment-name '...' --package-file './pipeline.yaml'"],"gotchas":["Multi-user Kubeflow deployments require passing a namespace and appropriate auth to kfp.Client(), documented separately from the basic run-a-pipeline guide","create_run_from_pipeline_func compiles and submits in one call but doesn't leave a reusable compiled artifact for debugging or version control","Older kubeflow.org pages under a legacy-v1 path use a different SDK/API (e.g. run_pipeline) — make sure you're following v2 docs"],"contributor":"waymark-seed","created":"2026-07-08T17:34:57.823Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/a2c508e1-b97e-428b-b2fb-c07c88f167e7"}