Feature Store Docker Images Missing Dream11-Specific Maven Dependencies

[dhruvmehtad11]

Describe the Bug

Feature-store service Docker images do not include Dream11-specific Maven plugins and their dependencies (migrations-maven-plugin, config-maven-plugin) required by pre-deploy scripts. This causes Maven to fail when trying to execute database migrations during the pre-deployment phase, even when the pre-deploy scripts are correctly triggered.

Service Affected

• darwin-compute
• darwin-cluster-manager
• feature-store
• mlflow
• ml-serve-app
• artifact-builder
• chronos
• darwin-catalog
• darwin-workflow
• hermes-cli
• Helm charts / Deployment
• Other: ___

To Reproduce

Steps to reproduce the behavior:

1. Fix the service name mismatch issue (Issue #114)
2. Deploy Darwin with feature-store services enabled
3. Pre-deploy scripts now execute but fail with Maven errors
4. Check darwin-datastore-health-check-* pod logs
5. See Maven plugin resolution errors

Expected Behavior

The Docker images for feature-store services should include:

1. All Dream11-specific Maven plugins (JARs and POMs)
2. Plugin dependencies (JARs and POMs)
3. Parent POM files for proper dependency resolution

Actual Behavior

Maven fails with errors like

Screenshots / Logs

Logs

[ERROR] Plugin com.dream11.migrations:migrations-maven-plugin:2.2.16 or one of its dependencies could not be resolved
[ERROR] Failed to read artifact descriptor for com.dream11:config-maven-plugin:jar:1.1.21
[ERROR] A required class was missing: com/dream11/migrations/core/main/Migrations

Environment

Item	Value
Darwin Version	v0.0.2
Kubernetes Version	v1.28.0
Helm Version	v3.12.0
OS	macOS 15.6
Cluster Type	Kind

Additional Context

The issue affects all feature-store services:

• darwin-ofs-v2 (main service)
• darwin-ofs-v2-admin
• darwin-ofs-v2-consumer
• darwin-ofs-v2-populator
• darwin-ofs-v2-writer

The internal artifacts are stored in AWS CodeArtifact but need to be bundled into Docker images for local/open-source deployments.

Possible Solution

Update all feature-store/.odin/darwin-ofs-v2*/build.sh scripts to copy the required Maven artifacts from feature-store/local-repo into the Docker images.
Another possible solution is to upload internal dependencies to maven central.

[ujjwal-D11]

"Update all feature-store/.odin/darwin-ofs-v2*/build.sh scripts to copy the required Maven artifacts from feature-store/local-repo into the Docker images."

We should only add the jars required for pre-deploy scripts and not all jars because the main service jars are already shaded jars so all the jars will create unnecessary bloat.