mirror of https://github.com/kubeflow/examples.git
7e28cd6b23
* Update xgboost_synthetic test infra to use pytest and pyfunc. * Related to #655 update xgboost_synthetic to use workload identity * Related to to #665 no signal about xgboost_synthetic * We need to update the xgboost_synthetic example to work with 0.7.0; e.g. workload identity * This PR focuses on updating the test infra and some preliminary updates the notebook * More fixes to the test and the notebook are probably needed in order to get it to actually pass * Update job spec for 0.7; remove the secret and set the default service account. * This is to make it work with workload identity * Instead of using kustomize to define the job to run the notebook we can just modify the YAML spec using python. * Use the python API for K8s to create the job rather than shelling out. * Notebook should do a 0.7 compatible check for credentials * We don't want to assume GOOGLE_APPLICATION_CREDENTIALS is set because we will be using workload identity. * Take in repos as an argument akin to what checkout_repos.sh requires * Convert xgboost_test.py to a pytest. * This allows us to mark it as expected to fail so we can start to get signal without blocking * We also need to emit junit files to show up in test grid. * Convert the jsonnet workflow for the E2E test to a python function to define the workflow. * Remove the old jsonnet workflow. * Address comments. * Fix issues with the notebook * Install pip packages in user space * 0.7.0 images are based on TF images and they have different permissions * Install a newer version of fairing sdk that works with workload identity * Split pip installing dependencies out of util.py and into notebook_setup.py * That's because util.py could depend on the packages being installed by notebook_setup.py * After pip installing the modules into user space; we need to add the local path for pip packages to the python otherwise we get import not found errors. |
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| .ksonnet/registries | ||
| components | ||
| environments | ||
| lib | ||
| vendor/kubeflow/automation@8e54955b66f86bc7e5734de59a0ef4087f91bc2a | ||
| app.yaml | ||