Provide more information about deployment events

[giuseppeporcelli]

When deploying a custom model using the CLI and describing the endpoint, the following info are returned (as an example):

hyp describe hyp-custom-endpoint --name my-custom-tinyllama-endpoint

Deployment (should be completed in 1-5 min):
Deployment State:             DeploymentInProgress
Metadata Name:                my-custom-tinyllama-endpoint
Namespace:                    default
Label:
Invocation Endpoint           invocations
Instance Type                 ml.g5.8xlarge
Metrics Enabled               False
Model Name                    tinyllama
Model Version
Model Source Type             s3
Model Location                tinyllama-1.1b-chat/
Prefetch Enabled              False
TLS Cert S3 URI               s3://<bucket_name>/certificates/
FSx DNS Name
FSx File System ID
FSx Mount Name
S3 Bucket Name                <bucket_name>
S3 Region                     us-west-2
Image URI                     763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.33.0-lmi15.0.0-cu128
Container Port                8080
Model Volume Mount Path       /opt/ml/model
Model Volume Mount Name       modelmount
Resources Limits
Resources Requests
Dimensions
Metric Collection Period      300
Metric Collection Start Time  300
Metric Name
Metric Stat                   Average
Metric Type                   Average
Min Value                     0.0
CW Trigger Name
CW Trigger Namespace
Target Value
Use Cached Metrics            True

Deployment Status Conditions:
| TYPE        | STATUS   | LAST TRANSITION      | LAST UPDATE          | MESSAGE                                                             |
|-------------|----------|----------------------|----------------------|---------------------------------------------------------------------|
| Available   | False    | 2025-11-10T14:47:41Z | 2025-11-10T14:47:41Z | Deployment does not have minimum availability.                      |
| Progressing | True     | 2025-11-10T14:47:41Z | 2025-11-10T14:47:41Z | ReplicaSet "my-custom-tinyllama-endpoint-c749664f6" is progressing. |

────────────────────────────────────────────────────────────

SageMaker Endpoint (takes ~10 min to create):
  <no SageMaker endpoint information available>

Sagemaker Endpoint Status Conditions:
  <none>

At the same time there are additional POD events available that would give more detailed info on what is happening:

kubectl events --for pod/my-custom-tinyllama-endpoint-c749664f6-885bq
LAST SEEN   TYPE     REASON      OBJECT                                             MESSAGE
7m27s       Normal   Scheduled   Pod/my-custom-tinyllama-endpoint-c749664f6-885bq   Successfully assigned default/my-custom-tinyllama-endpoint-c749664f6-885bq to hyperpod-i-0450d584f672e7135
7m26s       Normal   Pulling     Pod/my-custom-tinyllama-endpoint-c749664f6-885bq   Pulling image "763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.33.0-lmi15.0.0-cu128"
4m4s        Normal   Pulled      Pod/my-custom-tinyllama-endpoint-c749664f6-885bq   Successfully pulled image "763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.33.0-lmi15.0.0-cu128" in 3m21.752s (3m21.752s including waiting). Image size: 16180253162 bytes.
4m4s        Normal   Created     Pod/my-custom-tinyllama-endpoint-c749664f6-885bq   Created container: my-custom-tinyllama-endpoint
4m3s        Normal   Started     Pod/my-custom-tinyllama-endpoint-c749664f6-885bq   Started container my-custom-tinyllama-endpoint

It would be good to return such events when describing the endpoint.