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mlops-architecture
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10 Commits

Author SHA1 Message Date
Cloud User d782c2741d Add test code to verify CI pipeline
Train & Deploy / train (push) Failing after 0s Details
Train & Deploy / build-and-deploy (push) Has been skipped Details
CI - Lint & Test / lint-and-test (push) Failing after 18s Details 
- src/train.py: example training script
- tests/test_train.py: pytest test
- requirements.txt: pandas, scikit-learn
- Fix ci.yaml: use python:3.10-slim container

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:42:14 +09:00
Cloud User b25b7d080e Create Harbor mlops project and update image paths
CI - Lint & Test / lint-and-test (push) Waiting to run Details 
- Create mlops project in Harbor (private)
- Image path: harbor.inje-private.com/mlops/mlops-serving
- Update train.yaml and manifests/deployment.yaml

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:39:23 +09:00
Cloud User a8e57540b2 Configure Harbor registry for CI/CD pipeline
CI - Lint & Test / lint-and-test (push) Waiting to run Details 
- Set REGISTRY_URL to harbor.inje-private.com in train.yaml
- Add docker login step with Gitea secrets (REGISTRY_USER, REGISTRY_PASSWORD)
- Register secrets in Gitea repo via API
- Add harbor config to config.yaml

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:38:40 +09:00
Cloud User b606ed18ae Add CI/CD workflow examples and serving manifest
CI - Lint & Test / lint-and-test (push) Has been cancelled Details 
- ci.yaml: lint (ruff) + test (pytest) on push/PR
- train.yaml: dvc pull → train → dvc push → docker build → deploy
- dvc-data-update.yaml: data validation on .dvc file changes
- manifests/deployment.yaml: example serving Deployment + Service

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:32:09 +09:00
Cloud User 4f7c3da543 Add scheduling policy section to README 
- nodegroup: nd for infra components
- nodegroup: prometheus for monitoring
- ML workloads excluded from nodeSelector rule

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:05:32 +09:00
Cloud User c55fa3b934 Add nodeSelector policy for infra components 
- Gitea Runner: nodeSelector nodegroup=nd
- Define scheduling policy in config.yaml:
  - infra components → nodegroup: nd
  - monitoring → nodegroup: prometheus
  - workloads excluded from this rule

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:04:46 +09:00
Cloud User c139018d07 Add Gitea Runner deployment on K8s 
- Deploy act_runner v0.3.0 with DinD sidecar in soo namespace
- Auto-register to Gitea (gitea.inje-private.com)
- Labels: ubuntu-latest, ubuntu-22.04, self-hosted
- Enable Actions on repo via API

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 15:00:42 +09:00
Cloud User 03779480c0 Add DVC with NAS remote storage 
- Install DVC v3.66.1 and initialize in project
- Configure NAS remote: /ainas/dvc-storage (192.168.0.43)
- NAS already mounted at /ainas on this host

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 14:52:14 +09:00
Cloud User e573b9a533 Add ArgoCD integration with Gitea repo 
- Register Gitea repo in ArgoCD (credentials configured)
- Create ArgoCD Application: watches manifests/ → deploys to soo ns
- SyncPolicy: automated with prune and selfHeal
- Add manifests/ directory for future K8s resources

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 14:43:50 +09:00
Cloud User 08ac29a352 Initial commit: MLOps architecture project setup 
- config.yaml: cluster/component infrastructure config
- README.md: install guide and component status
- .gitignore: exclude .env and secrets

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-25 14:40:05 +09:00