https://github.com/epomatti/azure-serverless-autoscaling
Java Spring Boot microservices using Azure serverless technology
https://github.com/epomatti/azure-serverless-autoscaling
autoscaling azure azure-container-apps azure-sql-database azure-sqlserver-serverless java serverless spring spring-boot terraform
Last synced: about 2 months ago
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Java Spring Boot microservices using Azure serverless technology
- Host: GitHub
- URL: https://github.com/epomatti/azure-serverless-autoscaling
- Owner: epomatti
- License: mit
- Created: 2022-09-30T00:17:10.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-10-19T22:18:15.000Z (over 3 years ago)
- Last Synced: 2025-06-06T07:08:33.454Z (about 1 year ago)
- Topics: autoscaling, azure, azure-container-apps, azure-sql-database, azure-sqlserver-serverless, java, serverless, spring, spring-boot, terraform
- Language: Java
- Homepage:
- Size: 294 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Azure Serverless Auto Scaling
Container Apps and SQL Server Serverless operating with auto-scale.
## Setup the Infrastructure
To create the infrastructure simply enter the `infra` directory and apply:
```sh
cd infra
terraform init
terraform apply -auto-approve
```
The setup has default variables that you can override with an `.auto.tfvars` file:
```hcl
# Resources
location = "eastus2"
# SQL Server
sqlserver_version = "12.0"
sqlserver_max_size_gb = 10
sqlserver_sku_name = "GP_S_Gen5_4"
sqlserver_auto_pause_delay_in_minutes = 60
sqlserver_min_capacity = 0.5
sqlserver_zone_redundant = false
# Apps
app_cpu = 1
app_memory = "2.0Gi"
app_min_replicas = 1
app_max_replicas = 20
app_auto_scale_concurrent_requests = 50
auto_scale_cpu = 50
```
Simply run a load testing tool to view the application metrics. Example with K6:
```sh
k6 run \
-e HOST_URL="https://
" \
--vus 100 \
--duration 500s \
http_post.js
```
```sh
k6 run \
--vus 100 \
--duration 500s \
orders.js
```
## Local Development
Setup for local development:
```sh
cd app
docker run -e "ACCEPT_EULA=Y" -e "MSSQL_SA_PASSWORD=P4ssw0rd#777" -p 1433:1433 -d mcr.microsoft.com/mssql/server:2022-latest
mvn spring-boot:run -Dspring-boot.run.profiles=dev
```
Setting the
```sh
export APPLICATIONINSIGHTS_CONNECTION_STRING="<...>"
```
## Update Docker image
```sh
cd app
docker build . -t epomatti/azure-sqlserverless-books
docker login --username=epomatti
docker push epomatti/azure-sqlserverless-books
```
Testing the image locally:
```sh
docker run -it --rm \
-e SQLSERVER_JDBC_URL="jdbc:sqlserver://<<>>.database.windows.net:1433;database=<<>>;user=<<>>;password=<<>>;encrypt=true;trustServerCertificate=false;hostNameInCertificate=*.database.windows.net;loginTimeout=30;" \
-e APPLICATIONINSIGHTS_CONNECTION_STRING="InstrumentationKey=00000000000000000000000000;IngestionEndpoint=https://eastus2-3.in.applicationinsights.azure.com/;LiveEndpoint=https://eastus2.livediagnostics.monitor.azure.com/" \
-e HIKARI_CONFIG_LOGGING_LEVEL="INFO" \
-e HIKARI_LOGGING_LEVEL="INFO" \
-p 8080:8080 \
-t epomatti/azure-sqlserverless-books
```
## References
- [9 tips for containerizing your Spring Boot code](https://www.docker.com/blog/9-tips-for-containerizing-your-spring-boot-code/)
- [Azure Container Apps Virtual Network integration](https://techcommunity.microsoft.com/t5/apps-on-azure-blog/azure-container-apps-virtual-network-integration/ba-p/3096932)
- [Microsoft - Container Apps REST API](https://learn.microsoft.com/en-us/rest/api/containerapps/managed-environments/create-or-update?tabs=HTTP#vnetconfiguration)
- [Azure Private Link vs Service Endpoints](https://sameeraman.wordpress.com/2019/10/30/azure-private-link-vs-azure-service-endpoints/)
- [Microsoft Blog - Optimize Price Performance](https://azure.microsoft.com/pt-br/blog/optimize-price-performance-with-compute-auto-scaling-in-azure-sql-database-serverless/)