Also add amd64

feat(docs): codebase refactor - added src directory

.github/workflows/build-image.yaml

@@ -15,7 +15,7 @@ on:
       context:
         description: "Docker build context path"
         required: false
-        default: "7project/backend"
+        default: "7project/src/backend"
         type: string
       pr_number:
         description: "PR number (required when mode=pr)"
@@ -94,7 +94,7 @@ jobs:
           tags: |
             ${{ env.IMAGE_REPO }}:${{ env.TAG1 }}
             ${{ env.IMAGE_REPO }}:${{ env.TAG2 }}
-          platforms: linux/amd64
+          platforms: linux/arm64,linux/amd64
 
       - name: Set outputs
         id: set

.github/workflows/deploy-pr.yaml

@@ -21,7 +21,7 @@ jobs:
     with:
       mode: pr
       image_repo: lukastrkan/cc-app-demo
-      context: 7project/backend
+      context: 7project/src/backend
       pr_number: ${{ github.event.pull_request.number }}
     secrets: inherit
 
@@ -90,9 +90,9 @@ jobs:
           PR=${{ github.event.pull_request.number }}
           RELEASE=myapp-pr-$PR
           NAMESPACE=pr-$PR
-          helm upgrade --install "$RELEASE" ./7project/charts/myapp-chart \
+          helm upgrade --install "$RELEASE" ./7project/src/charts/myapp-chart \
             -n "$NAMESPACE" --create-namespace \
-            -f 7project/charts/myapp-chart/values-dev.yaml \
+            -f 7project/src/charts/myapp-chart/values-dev.yaml \
             --set prNumber="$PR" \
             --set deployment="pr-$PR" \
             --set domain="$DOMAIN" \

.github/workflows/deploy-prod.yaml

@@ -4,9 +4,9 @@ on:
   push:
     branches: [ "main" ]
     paths:
-      - 7project/backend/**
+      - ../../7project/src/backend/**
-      - 7project/frontend/**
+      - ../../7project/src/frontend/**
-      - 7project/charts/myapp-chart/**
+      - ../../7project/src/charts/myapp-chart/**
       - .github/workflows/deploy-prod.yaml
       - .github/workflows/build-image.yaml
       - .github/workflows/frontend-pages.yml
@@ -32,7 +32,7 @@ jobs:
     with:
       mode: prod
       image_repo: lukastrkan/cc-app-demo
-      context: 7project/backend
+      context: 7project/src/backend
     secrets: inherit
 
   get_urls:
@@ -103,9 +103,9 @@ jobs:
           SMTP_FROM: ${{ secrets.SMTP_FROM }}
           UNIRATE_API_KEY: ${{ secrets.UNIRATE_API_KEY }}
         run: |
-          helm upgrade --install myapp ./7project/charts/myapp-chart \
+          helm upgrade --install myapp ./7project/src/charts/myapp-chart \
             -n prod --create-namespace \
-            -f 7project/charts/myapp-chart/values-prod.yaml \
+            -f 7project/src/charts/myapp-chart/values-prod.yaml \
             --set deployment="prod" \
             --set domain="$DOMAIN" \
             --set domain_scheme="$DOMAIN_SCHEME" \

.github/workflows/frontend-pages.yml

@@ -35,7 +35,7 @@ jobs:
     runs-on: ubuntu-latest
     defaults:
       run:
-        working-directory: 7project/frontend
+        working-directory: 7project/src/frontend
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -45,7 +45,7 @@ jobs:
         with:
           node-version: '20'
           cache: 'npm'
-          cache-dependency-path: 7project/frontend/package-lock.json
+          cache-dependency-path: 7project/src/frontend/package-lock.json
 
       - name: Install dependencies
         run: npm ci
@@ -61,7 +61,7 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: frontend-dist
-          path: 7project/frontend/dist
+          path: 7project/src/frontend/dist
 
   deploy:
     name: Deploy to Cloudflare Pages

.github/workflows/run-tests.yml

@@ -46,21 +46,21 @@ jobs:
 
       - name: Add test dependencies to requirements
         run: |
-          echo "pytest==8.4.2" >> ./7project/backend/requirements.txt
+          echo "pytest==8.4.2" >> ./7project/src/backend/requirements.txt
-          echo "pytest-asyncio==1.2.0" >> ./7project/backend/requirements.txt
+          echo "pytest-asyncio==1.2.0" >> ./7project/src/backend/requirements.txt
 
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install -r ./7project/backend/requirements.txt
+          pip install -r ./7project/src/backend/requirements.txt
 
       - name: Run Alembic migrations
         run: |
           alembic upgrade head
-        working-directory: ./7project/backend
+        working-directory: ./7project/src/backend
 
       - name: Run tests with pytest
         env:
           PYTEST_RUN_CONFIG: "True"
         run: pytest
-        working-directory: ./7project/backend
+        working-directory: ./7project/src/backend

.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/.gitignore

@@ -1,8 +1,8 @@
-/tofu/controlplane.yaml
+/src/tofu/controlplane.yaml
-/tofu/kubeconfig
+/src/tofu/kubeconfig
-/tofu/talosconfig
+/src/tofu/talosconfig
-/tofu/terraform.tfstate
+/src/tofu/terraform.tfstate
-/tofu/terraform.tfstate.backup
+/src/tofu/terraform.tfstate.backup
-/tofu/worker.yaml
+/src/tofu/worker.yaml
-/tofu/.terraform.lock.hcl
+/src/tofu/.terraform.lock.hcl
-/tofu/.terraform/
+/src/tofu/.terraform/

7project/.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/README.md

@@ -1,43 +1,6 @@
-# Lab 6: Design Document for Course Project
+# Personal Finance Tracker
-
+## Folder Structure
-| Lab 6:      | Design Document for Course Project |
+- meetings: Contains note from meetings 
-| ----------- | ---------------------------------- |
+- scr: Source code for the project
-| Subject:    | DAT515 Cloud Computing             |
+- checklist: Project checklist and self assessment tracking
-| Deadline:   | **September 19, 2025 23:59**       |
+- report.md: Detailed report of the project
-| Grading:    | No Grade                           |
-| Submission: | Group                              |
-
-## Table of Contents
-
-- [Table of Contents](#table-of-contents)
-- [1. Design Document (design.md)](#1-design-document-designmd)
-
-The design document is the first deliverable for your project.
-We separated this out as a separate deliverable, with its own deadline, to ensure that you have a clear plan before you start coding.
-This part only needs a cursory review by the teaching staff to ensure it is sufficiently comprehensive, while still realistic.
-The teaching staff will assign you to a project mentor who will provide guidance and support throughout the development process.
-
-## 1. Design Document (design.md)
-
-You are required to prepare a design document for your application.
-The design doc should be brief, well-organized and easy to understand.
-The design doc should be prepared in markdown format and named `design.md` and submitted in the project group's repository.
-Remember that you can use [mermaid diagrams](https://github.com/mermaid-js/mermaid#readme) in markdown files.
-
-The design doc **should include** the following sections:
-
-- **Overview**: A brief description of the application and its purpose.
-- **Architecture**: The high-level architecture of the application, including components, interactions, and data flow.
-- **Technologies**: The cloud computing technologies or services used in the application.
-- **Deployment**: The deployment strategy for the application, including any infrastructure requirements.
-
-The design document should be updated throughout the development process and reflect the final implementation of your project.
-
-Optional sections may include:
-
-- Security: The security measures implemented in the application to protect data and resources.
-- Scalability: The scalability considerations for the application, including load balancing and auto-scaling.
-- Monitoring: The monitoring and logging strategy for the application to track performance and detect issues.
-- Disaster Recovery: The disaster recovery plan for the application to ensure business continuity in case of failures.
-- Cost Analysis: The cost analysis of running the application on the cloud, including pricing models and cost-saving strategies.
-- References: Any external sources or references used in the design document.

7project/backend/main.py

@@ -1,4 +0,0 @@
-import uvicorn
-
-if __name__ == "__main__":
-    uvicorn.run("app.app:app", host="0.0.0.0", log_level="info")

7project/checklist.md

@@ -7,64 +7,64 @@ Focus on areas that align with your project goals and interests.
 The core deliverables are required.
 This means that you must get at least 2 points for each item in this category.
 
-| **Category**                     | **Item**                                | **Max Points** | **Points**                                      |
+| **Category**                     | **Item**                                | **Max Points** | **Points**                                      | **Comments** |
-|----------------------------------| --------------------------------------- | -------------- |-------------------------------------------------|
+|----------------------------------| --------------------------------------- | -------------- |-------------------------------------------------| |
-| **Core Deliverables (Required)** |                                         |                |                                                 |
+| **Core Deliverables (Required)** |                                         |                |                                                 | |
-| Codebase & Organization          | Well-organized project structure        | 5              | 5                                               |
+| Codebase & Organization          | Well-organized project structure        | 5              | 5                                               | |
-|                                  | Clean, readable code                    | 5              | 4                                               |
+|                                  | Clean, readable code                    | 5              | 4                                               | |
-|                                  | Use planning tool (e.g., GitHub issues) | 5              | 4                                               |
+|                                  | Use planning tool (e.g., GitHub issues) | 5              | 4                                               | |
-|                                  | Proper version control usage            | 5              | 5                                               |
+|                                  | Proper version control usage            | 5              | 5                                               | |
-| 23                               | Complete source code                    | 5              | 5                                               |
+| 23                               | Complete source code                    | 5              | 5                                               | |
-| Documentation                    | Comprehensive reproducibility report    | 10             | 4-5                                             |
+| Documentation                    | Comprehensive reproducibility report    | 10             | 4-5                                             | |
-|                                  | Updated design document                 | 5              | 2                                               |
+|                                  | Updated design document                 | 5              | 2                                               | |
-|                                  | Clear build/deployment instructions     | 5              | 2                                               |
+|                                  | Clear build/deployment instructions     | 5              | 2                                               | |
-|                                  | Troubleshooting guide                   | 5              | 1                                               |
+|                                  | Troubleshooting guide                   | 5              | 1                                               | |
-|                                  | Completed self-assessment table         | 5              | 2                                               |
+|                                  | Completed self-assessment table         | 5              | 2                                               | |
-| 14                               | Hour sheets for all members             | 5              | 3                                               |
+| 14                               | Hour sheets for all members             | 5              | 3                                               | |
-| Presentation Video               | Project demonstration                   | 5              | 0                                               |
+| Presentation Video               | Project demonstration                   | 5              | 0                                               | |
-|                                  | Code walk-through                       | 5              | 0                                               |
+|                                  | Code walk-through                       | 5              | 0                                               | |
-| 0                                | Deployment showcase                     | 5              | 0                                               |
+| 0                                | Deployment showcase                     | 5              | 0                                               | |
-| **Technical Implementation**     |                                         |                |                                                 |
+| **Technical Implementation**     |                                         |                |                                                 | |
-| Application Functionality        | Basic functionality works               | 10             | 8                                               |
+| Application Functionality        | Basic functionality works               | 10             | 8                                               | |
-|                                  | Advanced features implemented           | 10             | 0                                               |
+|                                  | Advanced features implemented           | 10             | 0                                               | |
-|                                  | Error handling & robustness             | 10             | 4                                               |
+|                                  | Error handling & robustness             | 10             | 4                                               | |
-| 16                               | User-friendly interface                 | 5              | 4                                               |
+| 16                               | User-friendly interface                 | 5              | 4                                               | |
-| Backend & Architecture           | Stateless web server                    | 5              | 5                                               |
+| Backend & Architecture           | Stateless web server                    | 5              | 5                                               | |
-|                                  | Stateful application                    | 10             | ? WHAT DOES THIS MEAN                           |
+|                                  | Stateful application                    | 10             | ? WHAT DOES THIS MEAN                           | |
-|                                  | Database integration                    | 10             | 10                                              |
+|                                  | Database integration                    | 10             | 10                                              | |
-|                                  | API design                              | 5              | 5                                               |
+|                                  | API design                              | 5              | 5                                               | |
-| 20                               | Microservices architecture              | 10             | 0                                               |
+| 20                               | Microservices architecture              | 10             | 0                                               | |
-| Cloud Integration                | Basic cloud deployment                  | 10             | 10                                              |
+| Cloud Integration                | Basic cloud deployment                  | 10             | 10                                              | |
-|                                  | Cloud APIs usage                        | 10             | ? WHAT DOES THIS MEAN                           |
+|                                  | Cloud APIs usage                        | 10             | ? WHAT DOES THIS MEAN                           | |
-|                                  | Serverless components                   | 10             | 0                                               |
+|                                  | Serverless components                   | 10             | 0                                               | |
-| 10                               | Advanced cloud services                 | 5              | 0                                               |
+| 10                               | Advanced cloud services                 | 5              | 0                                               | |
-| **DevOps & Deployment**          |                                         |                |                                                 |
+| **DevOps & Deployment**          |                                         |                |                                                 | |
-| Containerization                 | Basic Dockerfile                        | 5              | 5                                               |
+| Containerization                 | Basic Dockerfile                        | 5              | 5                                               | |
-|                                  | Optimized Dockerfile                    | 5              | 0                                               |
+|                                  | Optimized Dockerfile                    | 5              | 0                                               | |
-|                                  | Docker Compose                          | 5              | 5 - dev only                                    |
+|                                  | Docker Compose                          | 5              | 5 - dev only                                    | |
-| 15                               | Persistent storage                      | 5              | 5                                               |
+| 15                               | Persistent storage                      | 5              | 5                                               | |
-| Deployment & Scaling             | Manual deployment                       | 5              | 5                                               |
+| Deployment & Scaling             | Manual deployment                       | 5              | 5                                               | |
-|                                  | Automated deployment                    | 5              | 5                                               |
+|                                  | Automated deployment                    | 5              | 5                                               | |
-|                                  | Multiple replicas                       | 5              | 5                                               |
+|                                  | Multiple replicas                       | 5              | 5                                               | |
-| 20                               | Kubernetes deployment                   | 10             | 10                                              |
+| 20                               | Kubernetes deployment                   | 10             | 10                                              | |
-| **Quality Assurance**            |                                         |                |                                                 |
+| **Quality Assurance**            |                                         |                |                                                 | |
-| Testing                          | Unit tests                              | 5              | 2                                               |
+| Testing                          | Unit tests                              | 5              | 2                                               | |
-|                                  | Integration tests                       | 5              | 2                                               |
+|                                  | Integration tests                       | 5              | 2                                               | |
-|                                  | End-to-end tests                        | 5              | 5                                               |
+|                                  | End-to-end tests                        | 5              | 5                                               | |
-| 9                                | Performance testing                     | 5              | 0                                               |
+| 9                                | Performance testing                     | 5              | 0                                               | |
-| Monitoring & Operations          | Health checks                           | 5              | 5                                               |
+| Monitoring & Operations          | Health checks                           | 5              | 5                                               | |
-|                                  | Logging                                 | 5              | 2 - only to terminal add logstash               |
+|                                  | Logging                                 | 5              | 2 - only to terminal add logstash               | |
-| 9                                | Metrics/Monitoring                      | 5              | 2 - only DB, need to create Prometheus endpoint |
+| 9                                | Metrics/Monitoring                      | 5              | 2 - only DB, need to create Prometheus endpoint | |
-| Security                         | HTTPS/TLS                               | 5              | 5                                               |
+| Security                         | HTTPS/TLS                               | 5              | 5                                               | |
-|                                  | Authentication                          | 5              | 5                                               |
+|                                  | Authentication                          | 5              | 5                                               | |
-| 15                               | Authorization                           | 5              | 5                                               |
+| 15                               | Authorization                           | 5              | 5                                               | |
-| **Innovation & Excellence**      |                                         |                |                                                 |
+| **Innovation & Excellence**      |                                         |                |                                                 | |
-| Advanced Features and            | AI/ML Integration                       | 10             | 0                                               |
+| Advanced Features and            | AI/ML Integration                       | 10             | 0                                               | |
-| Technical Excellence             | Real-time features                      | 10             | 0                                               |
+| Technical Excellence             | Real-time features                      | 10             | 0                                               | |
-|                                  | Creative problem solving                | 10             | ?                                               |
+|                                  | Creative problem solving                | 10             | ?                                               | |
-|                                  | Performance optimization                | 5              | 2                                               |
+|                                  | Performance optimization                | 5              | 2                                               | |
-| 2                                | Exceptional user experience             | 5              | 0                                               |
+| 2                                | Exceptional user experience             | 5              | 0                                               | |
-| **Total**                        |                                         | **255**        | **153**                                         |
+| **Total**                        |                                         | **255**        | **153**                                         | |
 
 ## Grading Scale
 

7project/report.md

@@ -9,6 +9,8 @@
 
 **Project Name**: Personal Finance Tracker
 
+**Deployment URL**: https://finance.ltrk.cz/
+
 **Group Members**:
 
 - 289229, Lukáš Trkan, lukastrkan
@@ -22,17 +24,17 @@ filtering and visualization. New transactions are automatically fetched in the b
 ## Architecture Overview
 
 Our system is a full‑stack web application composed of a React frontend, a FastAPI backend,
-a MariaDB database with Maxscale, and asynchronous background workers powered by Celery with RabbitMQ.
+a asynchronousMariaDB database with Maxscale, and background workers powered by Celery with RabbitMQ.
-Redis is available for caching/kv and may be used by Celery as a result backend. The backend
+The backend exposes REST endpoints for authentication (email/password and OAuth), users, categories,
-exposes REST endpoints for authentication (email/password and OAuth), users, categories,
+transactions, exchange rates and bank APIs. Infrastructure for Kubernetes is managed via Terraform/OpenTofu and
-transactions, exchange rates and bank APIs. A thin controller layer (FastAPI routers) lives under app/api.
+the application is packaged via a Helm chart. This all is deployed on private TalosOS cluster running on Proxmox VE with
-Infrastructure for Kubernetes is provided via OpenTofu (Terraform‑compatible) modules and
+CI/CD and with public access over Cloudflare tunnels. Static files for frontend are served via Cloudflare pages.
-the application is packaged via a Helm chart.
+Other services deployed in the cluster includes Longhorn for persistent storage, Prometheus with Grafana for monitoring.
 
 ### High-Level Architecture
 
 ```mermaid
-flowchart LR
+flowchart TB
     n3(("User")) <--> client["Frontend"]
     proc_queue["Message Queue"] --> proc_queue_worker["Worker Service"]
     proc_queue_worker -- SMTP --> ext_mail[("Email Service")]
@@ -50,11 +52,9 @@ The workflow works in the following way:
 
 - Client connects to the frontend. After login, frontend automatically fetches the stored transactions from
   the database via the backend API and currency rates from UniRate API.
-- When the client opts for fetching new transactions via the Bank API, the backend delegates the task
+- When the client opts for fetching new transactions via the Bank API, cron will trigger periodic fetching
-  to a background worker service via the Message queue.
+  using background worker.
 - After successful load, these transactions are stored to the database and displayed to the client
-- There is also a Task planner, that executes periodic tasks, like fetching new transactions automatically from the Bank
-  APIs
 
 ### Features
 
@@ -62,6 +62,9 @@ The workflow works in the following way:
 - For every pull request the full APP is deployed on a separate URL and the tests are run by github CI/CD
 - On every push to main, the production app is automatically updated
 - UI is responsive for mobile devices
+- Slow operations (emails, transactions fetching) are handled
+  in the background by Celery workers.
+- App is monitored using prometheus metrics endpoint and metrics are shown in Grafana dashboard.
 
 ### Components
 
@@ -69,13 +72,11 @@ The workflow works in the following way:
   login/registration, shows latest transactions, filtering, and allows adding transactions.
 - Backend API (backend/app): FastAPI app with routers under app/api for auth, users, categories, transactions, exchange
   rates and bankAPI. Uses FastAPI Users for auth (JWT + OAuth), SQLAlchemy ORM, and Pydantic v2 schemas.
-- Worker service (backend/app/workers): Celery worker handling asynchronous tasks (e.g., sending verification emails,
+- Worker service (backend/app/workers): Celery worker handling background tasks (emails, transactions fetching).
-  future background processing).
+- Database (MariaDB with Maxscale): Persists users, categories, transactions; schema managed by Alembic migrations.
-- Database (PostgreSQL): Persists users, categories, transactions; schema managed by Alembic migrations.
+- Message Queue (RabbitMQ): Queues background tasks for Celery workers.
-- Message Queue (RabbitMQ): Transports background jobs from the API to the worker.
+- Infrastructure as Code (tofu/): OpenTofu modules provisioning cluster services (RabbitMQ, Redis, Cloudflare tunnel,
-- Cache/Result Store (Redis): Available for caching or Celery result backend.
+  etc.).
-- Infrastructure as Code (tofu/): OpenTofu modules provisioning cluster services (RabbitMQ, Redis, Argo CD,
-  cert-manager, Cloudflare tunnel, etc.).
 - Deployment Chart (charts/myapp-chart/): Helm chart to deploy the application to Kubernetes.
 
 ### Technologies Used
@@ -137,10 +138,10 @@ The workflow works in the following way:
 #### Backend
 
 - `MOJEID_CLIENT_ID`, `MOJEID_CLIENT_SECRET` \- OAuth client ID and secret for
-  MojeID - https://www.mojeid.cz/en/provider/
+  [MojeID](https://www.mojeid.cz/en/provider/)  
-- `BANKID_CLIENT_ID`, `BANKID_CLIENT_SECRET` \- OAuth client ID and secret for BankID - https://developer.bankid.cz/
+- `BANKID_CLIENT_ID`, `BANKID_CLIENT_SECRET` \- OAuth client ID and secret for [BankID](https://developer.bankid.cz/) 
-- `CSAS_CLIENT_ID`, `CSAS_CLIENT_SECRET` \- OAuth client ID and secret for Česká
+- `CSAS_CLIENT_ID`, `CSAS_CLIENT_SECRET` \- OAuth client ID and secret for [Česká
-  spořitelna - https://developers.erstegroup.com/docs/apis/bank.csas
+  spořitelna](https://developers.erstegroup.com/docs/apis/bank.csas)
 - `DATABASE_URL`(or `MARIADB_HOST`, `MARIADB_PORT`, `MARIADB_DB`, `MARIADB_USER`, `MARIADB_PASSWORD`) \- MariaDB
   connection details
 - `RABBITMQ_USERNAME`, `RABBITMQ_PASSWORD` \- credentials for RabbitMQ
@@ -206,7 +207,7 @@ uvicorn app.app:fastApi --reload --host 0.0.0.0 --port 8000
 ### 6) Run Celery worker (optional, in another terminal)
 
 ```bash
-cd Group-8/7project/backend
+cd Group-8/7project/src/backend
 source .venv/bin/activate
 celery -A app.celery_app.celery_app worker -l info
 ```
@@ -236,7 +237,7 @@ docker buildx build --platform linux/amd64,linux/arm64 -t CHANGE_ME --push .
 ### Frontend
 
 ```bash
-cd project7/frontend
+cd project7/src/frontend
 npm ci
 npm run build
 ```
@@ -255,7 +256,7 @@ running on top of Proxmox VE.
 4) Navigate to tofu directory
 
 ```bash
-cd 7project/tofu
+cd 7project/src/tofu
 ````
 
 5) Set IP addresses in environment variables
@@ -418,37 +419,17 @@ tofu apply
     - UNIRATE_API_KEY
 5) On Github open Actions tab, select "Deploy Prod" and run workflow manually
 
-# TODO: REMOVE I guess
-
-2) Deploy the app using Helm
-
-```bash
-# Set the namespace
-kubectl create namespace myapp || true
-
-# Install/upgrade the chart with required values
-helm upgrade --install myapp charts/myapp-chart \
-  -n myapp \
-  -f charts/myapp-chart/values.yaml \
-  --set image.backend.repository=myorg/myapp-backend \
-  --set image.backend.tag=latest \
-  --set env.BACKEND_URL="https://myapp.example.com" \
-  --set env.FRONTEND_URL="https://myapp.example.com" \
-  --set env.SECRET="CHANGE_ME_SECRET"
-```
-
 ## Testing Instructions
 
 The tests are located in 7project/backend/tests directory. All tests are run by GitHub actions on every pull request and
 push to main.
 See the workflow [here](../.github/workflows/run-tests.yml).
 
-If you want to run the tests locally, the preferred is to use a [bash script](backend/test-with-ephemeral-mariadb.sh)
+If you want to run the tests locally, the preferred way is to use a [bash script](backend/test_locally.sh)
-that will start a [test DB container](backend/docker-compose.test.yml) and remove it afterward.
+that will start a test DB container with [docker compose](backend/docker-compose.test.yml)  and remove it afterwards.
-
 ```bash
-cd 7project/backend 
+cd 7project/src/backend 
-bash test-with-ephemeral-mariadb.sh
+bash test_locally.sh
 ```
 
 ### Unit Tests
@@ -456,7 +437,7 @@ bash test-with-ephemeral-mariadb.sh
 There are only 5 basic unit tests, since our services logic is very simple
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-unit
+bash test_locally.sh --only-unit
 ```
 
 ### Integration Tests
@@ -464,7 +445,7 @@ bash test-with-ephemeral-mariadb.sh --only-unit
 There are 9 basic unit tests, testing the individual backend API logic
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-integration
+bash test_locally.sh --only-integration
 ```
 
 ### End-to-End Tests
@@ -472,7 +453,7 @@ bash test-with-ephemeral-mariadb.sh --only-integration
 There are 7 e2e tests, testing more complex app logic
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-e2e
+bash test_locally.sh --only-e2e
 ```
 
 ## Usage Examples
@@ -505,7 +486,10 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ### Frontend
 
-- Start with: npm run dev in 7project/frontend
+- Start with: 
+```bash
+npm run dev in 7project/src/frontend
+```
 - Ensure VITE_BACKEND_URL is set to the backend URL (e.g., http://127.0.0.1:8000)
 - Open http://localhost:5173
 - Login, view latest transactions, filter, and add new transactions from the UI.
@@ -527,6 +511,9 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ## Troubleshooting
 
+running on arm
+tofu apply error
+
 ### Common Issues
 
 #### Issue 1: [Common problem]
@@ -600,18 +587,22 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ### Dejan
 
-| Date            | Activity             | Hours  | Description                                                   |
+| Date            | Activity                 | Hours  | Description                                                   | Representative Commit / PR                               |
-|-----------------|----------------------|--------|---------------------------------------------------------------|
+|:----------------|:-------------------------|:-------|:--------------------------------------------------------------|:---------------------------------------------------------|
-| 25.9.           | Design               | 2      | 6design                                                       |
+| 25.9.           | Design                   | 2      | 6design                                                       |                                                          |
-| 9.10 to 11.10.  | Backend APIs         | 12     | Implemented Backend APIs                                      |
+| 9.10 to 11.10.  | Backend APIs             | 14     | Implemented Backend APIs                                      | `PR #26`, `20-create-a-controller-layer-on-backend-side` |
-| 13.10 to 15.10. | Frontend Development | 8      | Created user interface mockups                                |
+| 13.10 to 15.10. | Frontend Development     | 8      | Created user interface mockups                                | `PR #28`, `frontend basics`                              |
-| Continually     | Documentation        | 6      | Documenting the dev process                                   |
+| Continually     | Documentation            | 7      | Documenting the dev process                                   |                                                          |
-| 21.10 to 23.10  | Tests, frontend      | 10     | Test basics, balance charts, and frontend improvement         |
+| 21.10 to 23.10  | Tests, frontend          | 10     | Test basics, balance charts, and frontend improvement         | `PR #31`, `30 create tests and set up a GitHub pipeline` |
-| 28.10 to 30.10  | CI                   | 6      | Integrated tests with test database setup on github workflows |
+| 28.10 to 30.10  | CI                       | 6      | Integrated tests with test database setup on github workflows | `PR #28`, `frontend basics`                              |
-| 28.10 to 30.10  | Frontend             | 7      | UI improvements and exchange rate API integration             |
+| 28.10 to 30.10  | Frontend                 | 8      | UI improvements and exchange rate API integration             | `PR #28`, `frontend basics`                              |
-| 4.11 to 6.11    | Tests                | 6      | Test fixes improvement, more integration and e2e              |
+| 4.11 to 6.11    | Tests                    | 6      | Test fixes improvement, more integration and e2e              | `PR #28`, `frontend basics`                              |
-| 4.11 to 6.11    | Frontend             | 6      | Fixes, Improved UI, added support for mobile devices          |
+| 4.11 to 6.11    | Frontend                 | 6      | Fixes, Improved UI, added support for mobile devices          | `PR #28`, `frontend basics`                              |
-| **Total**       |                      | **63** |                                                               |
+| 11.11           | Backend APIs             | 4      | Moved rates API, mock bank to Backend, few fixes              | `PR #28`, `frontend basics`                              |
+| 11.11 to 12.11  | Tests                    | 3      | Local testing DB container, few fixes                         | `PR #28`, `frontend basics`                              |
+| 12.11           | Frontend                 | 3      | Enabled multiple transaction edits at once, CSAS button state | `PR #28`, `frontend basics`                              |
+| 13.11           | Video                    | 3      | Video                                                         |                                                          |
+| **Total**       |                          | **80** |                                                               |                                                          |
 
 ### Group Total: [XXX.X] hours
 
@@ -624,24 +615,31 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 [Reflect on the key technical and collaboration skills learned during this project]
 
 ### Challenges Faced
+
 #### Slow cluster performance
+
 This was caused by single SATA SSD disk running all VMs. This was solved by adding second NVMe disk just for Talos VMs.
 
+#### Stucked IaC deployment
 
-[Describe the main challenges and how you overcame them]
+If the deployed module (helm chart for example) was not configured properly, it would get stuck and timeout resulting in
+namespace that cannot be deleted.
+This was solved by using snapshots in Proxmox and restoring if this happened.
 
 ### If We Did This Again
+
 #### Different framework
+
 FastAPI lacks usable build in support for database migrations and implementing Alembic was a bit tricky.
 Tricky was also integrating FastAPI auth system with React frontend, since there is no official project template.
 Using .NET (which we considered initially) would probably solve these issues.
 
-
 [What would you do differently? What worked well that you'd keep?]
 
 ### Individual Growth
 
 #### [Lukas]
+
 This course finally forced me to learn kubernetes (been on by TODO list for at least 3 years).
 I had some prior experience with terraform/opentofu from work but this improved by understanding of it.
 
@@ -653,7 +651,11 @@ used not only by myself.
 
 [Personal reflection on growth, challenges, and learning]
 
-#### [Team Member 2 Name]
+#### [Dejan]
+Since I do not have a job, this project was probably the most complex one I have ever worked on. 
+It was also the first school project where I was encouraged to use AI.
+
+Lukas 
 
 [Personal reflection on growth, challenges, and learning]
 
@@ -661,4 +663,4 @@ used not only by myself.
 ---
 
 **Report Completion Date**: [Date]
-**Last Updated**: 15.10.2025
+**Last Updated**: 13.11.2025

7project/src/README.md

@@ -0,0 +1,23 @@
+## Folder structure
+
+- `src/`
+    - `backend/`
+        - `alembic/` - database migrations
+        - `app/` - main application code
+        - `tests/` - tests
+        - `docker-compose.test.yml` - docker compose for testing database
+        - `Dockerfile` - production Dockerfile
+        - `main.py` - App entrypoint
+        - `requirements.txt` - Python dependencies
+        - `test_locally.sh` - script to run tests with temporary database
+    - `charts/`
+        - `myapp-chart/` - Helm chart for deploying the application, supports prod and dev environments
+    - `frontend/` - React frontend application
+    - `tofu/` - Terraform/OpenTofu services deployment configurations
+        - `modules/` - separated modules for different services
+        - `main.tf` - main deployment configuration
+        - `variables.tf` - deployment variables
+        - `terraform.tfvars.example` - example variables file
+    - `compose.yaml` - Docker Compose file for local development
+    - `create_migration.sh` - script to create new Alembic database migration
+    - `upgrade_database.sh` - script to upgrade database to latest Alembic revision

7project/src/backend/.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/src/backend/main.py

@@ -0,0 +1,4 @@
+import uvicorn
+
+if __name__ == "__main__":
+    uvicorn.run("app.app:fastApi", host="0.0.0.0", log_level="info")

7project/src/backend/test_locally.sh

@@ -4,13 +4,13 @@ set -euo pipefail
 # Run tests against a disposable local MariaDB on host port 3307 using Docker Compose.
 # Requirements: Docker, docker compose plugin, Python, Alembic, pytest.
 # Usage:
-#   chmod +x ./test-with-ephemeral-mariadb.sh
+#   chmod +x ./test_locally.sh
 #   # From 7project/backend directory
-#   ./test-with-ephemeral-mariadb.sh [--only-unit|--only-integration|--only-e2e] [pytest-args...]
+#   ./test_locally.sh [--only-unit|--only-integration|--only-e2e] [pytest-args...]
 #   # Examples:
-#   ./test-with-ephemeral-mariadb.sh --only-unit -q
+#   ./test_locally.sh --only-unit -q
-#   ./test-with-ephemeral-mariadb.sh --only-integration -k "login"
+#   ./test_locally.sh --only-integration -k "login"
-#   ./test-with-ephemeral-mariadb.sh --only-e2e -vv
+#   ./test_locally.sh --only-e2e -vv
 #
 # This script will:
 # 1) Start a MariaDB 11.4 container (ephemeral storage, port 3307)