docs: current states added

readme.md

@@ -18,3 +18,69 @@ You can find the full thesis [here](https://www.mbenediktf.de/end-to-end-mlops/)
 ## System architecture
 
 ![Systemarchitektur](src/system_architecture.jpg)
+
+## Current Status and Functionality of Available Services
+
+### Dynamic System
+
+- 🟡 **Inference API (Flask)**  
+  - Integration test route tbd
+
+- 🟢 **Model Training Pipeline (Dasgter)**  
+
+- 🟢 **Config UI (HTML/Javascript)**  
+
+- 🟢 **Experiment Tracking(MLFlow)**  
+
+- 🟡 **Model Registry (MLFlow)**  
+  - Auto-creation of models in registry tbd
+
+- 🟢 **Object Store (MinIO)**
+
+- 🟢 **SQL Database (MySQL)**  
+
+- 🟢 **Time Series Database (InfluxDB)**  
+
+- 🟡 **Monitoring (Grafana)**  
+  - System utilization logging and dashboard tbd
+
+- 🟡 **Edge Code (Python)**
+  - Edge-Device reboots sometimes
+  - Automated onboarding procedure tbd
+  - Multiprocessing could be used to enhance drive controls
+  - Remote deployment could be implemented
+  - Edge Computing could be implemented
+
+- 🔴 **Backup**
+  - Current scripts not tested
+  - Automated backup tbd
+
+### Static System
+
+- 🟢 **Central Code Repository (GitHub)**
+
+- 🟢 **Model Code and Dagster Wrapper (Python)**
+
+- 🟢 **Dockerfiles and Docker-Compose**
+
+- 🟢 **1-Click local deployment (Docker)**
+
+- 🟡 **Static Code analysis**
+  - currently only using flake8 for python files
+  - check of dockerfiles tbd
+
+- 🟡 **Unit Tests (pytest)**
+  - Only implemented for some model scripts
+
+- 🔴 **Continous Integration (GH Actions)**
+  - Pipeline not up to date
+
+- 🔴 **Continous Deployment (GH Actions)**
+  - Pipeline not up to date
+  - Integration-Tests tbd
+  - Remote deployment via ssh tbd
+
+- 🟡 **Security**
+  - Update Branch protection rules
+
+- 🟢 **Documentation**