v0.4.0

Feature added

Admin Groups enhancements

Now system admin is able to connect and disconnect resources like image, instancetype, and volume. When a resource is connected to a group, the member of the group can access the resource.

$ primehub admin groups connect-image <group_id> <image_id>
$ primehub admin groups connect-instancetype <group_id> <instancetype_id>
$ primehub admin groups connect-volume <group_id> <volume_id>

$ primehub admin groups disconnect-image <group_id> <image_id>
$ primehub admin groups disconnect-instancetype <group_id> <instancetype_id>
$ primehub admin groups disconnect-volume <group_id> <volume_id>

System admin can manage resources. Create a resource with a group directly, and list resources.

$ primehub admin groups create-image <group_id> --file /tmp/image.json
$ primehub admin groups create-instancetype <group_id> --file /tmp/instancetype.json
$ primehub admin groups create-volume <group_id> --file /tmp/volume.json

$ primehub admin groups list-images <group_id>
$ primehub admin groups list-instancetypes <group_id>
$ primehub admin groups list-volumes <group_id>

System admin can manage users. Add users to a group, and list group users.

$ primehub admin groups list-users <group_id>

$ primehub admin groups connect-user <group_id> <user_id>

Admin Images, InstanceTypes, and Volumes enhancements

It’s similar with admin groups, but from resource perspective. System admin can manage groups for resources.

$ primehub admin images add-group <id> <group_id>
$ primehub admin images remove-group <id> <group_id>
$ primehub admin images list-groups <id>

$ primehub admin instancetypes add-group <id> <group_id>
$ primehub admin instancetypes remove-group <id> <group_id>
$ primehub admin instancetypes list-groups <id>

$ primehub admin volumes add-group <id> <group_id>
$ primehub admin volumes remove-group <id> <group_id>
$ primehub admin volumes list-groups <id>

Admin reports added

System admin now can download and list reports.

$ primehub admin reports list

$ primehub admin reports download <url>

Group admin enhancements

Note: This is required PrimeHub v4.0

Group admin now can manage members.

$ primehub groups add-user <group_id> <user_id>
$ primehub groups remove-user <group_id> <user_id>
$ primehub groups list-users <group_id>

Group admin can set/unset MLflow settings.

$ primehub groups set-mlflow <group_id> --file /tmp/mlflow.json
$ primehub groups unset-mlflow <group_id>
$ primehub groups get-mlflow <group_id>

Group images enhancements

Group admin now can create or delete group images

$ primehub images create --file /tmp/base-notebook-group-1.json

primehub images delete <image_name>

MLflow model registry

Note: This is required PrimeHub v4.0

models now supports model registry and related functions.

$ primehub models list-runs <experiment_name>

$ primehub models list-artifacts <run_id>

$ primehub models register <name> <run_id> <path>

• For more details, please check the doc: https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/models.md#example-register-a-model

Files enhancements

files can easily obtain PHFS Uri. Add phfsUri field to list outputs and add a new function get-phfs-uri to get PHFS Uri by path directly.

$ primehub files list /
name             size  lastModified    phfsUri
-------------  ------  --------------  ---------------------
jobArtifacts/       0                  phfs:///jobArtifacts/

$ primehub files get-phfs-uri <path>