Experimental project
Autoscaling a DCOS cluster hosted in a cloud provider, either Private or Public, by specifying options.
!! In development using Microsoft Azure, but more that welcome to have contribution for AWS, GCE and others providers...
You can either use switch (ex: --timer) or environement variables (ex: export AS_TIMER=60)
| Option | Variable | Description | Default |
|---|---|---|---|
| --provider-name | AS_PROVIDER_NAME | provider who host the cluster. ex: Azure, GCE, AWS... | |
| --timer | AS_TIMER | time in seconds between successive checks | 60 |
| --scale-up-cap | AS_SCALE_UP_MAX | Threshold to kick the scale Up in percentage | 80 |
| --scale-down-cap | AS_SCALE_DOWN_MAX | Threshold to kick the scale Down in percentage | 20 |
| --scale-max | AS_SCALE_MAX | Maximum nodes limitation to scale | 20 |
| --scale-min | AS_SCALE_MIN | Minimum nodes limitation to scale | 3 |
| --azure-subscription-id | AZURE_SUBSCRIPTION_ID | Azure Subscription ID | |
| --azure-tenant-id | AZURE_TENANT_ID | Azure Tenant ID | |
| --azure-client-id | AZURE_CLIENT_ID | Azure Client ID | |
| --azure-client-secret | AZURE_SECRET_ID | Azure Client Secret | |
| --azure-location | AZURE_LOCATION | Azure DC Location | |
| --azure-resource-group | AZURE_RG | Azure Resource Group | |
| --azure-vmss-name | AZURE_VMSS | Azure VMSS Name to scale | |
| --v --vv --vvv | AS_VERBOSE | The debug noise level | -vv |
High level orverview of the very simple code architecture :
2017-06-23 20:20:41,287 - dcos-autoscaler - DEBUG - Debug mode activated
2017-06-23 20:20:41,287 - dcos-autoscaler - DEBUG - Provider Name : Azure
2017-06-23 20:20:41,287 - dcos-autoscaler - DEBUG - Timer : 5
2017-06-23 20:20:41,287 - dcos-autoscaler - DEBUG - Scale Up Cap : 80
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Scale Down Cap : 20
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Maximum Nodes : 20
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Minimum Nodes : 3
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Azure Subscription ID : 8f26a68d-8613-4a0c-a2a6-2d2d0e261910
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Azure Tenant ID : 333c7f36-ba66-49f1-9d8a-a450816e8516
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Azure Client ID : 5308694f-bed6-494a-9c19-335b3c40b8b3
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Azure Client Secret : myP@ssw0rd1
2017-06-23 20:20:41,288 - dcos-autoscaler - DEBUG - Azure Resource Group : myResourceGroup
2017-06-23 20:20:41,289 - dcos-autoscaler - DEBUG - Azure Location : eastus
2017-06-23 20:20:41,289 - dcos-autoscaler - DEBUG - Azure VMSS Targeted : dcos-agentprivsl-1453224-vmss
2017-06-23 20:20:41,289 - dcos-autoscaler - INFO - DC/OS Autoscaler Started
2017-06-23 20:20:41,289 - dcos-autoscaler - DEBUG - Provider Azure used
2017-06-23 20:20:41,518 - dcos-autoscaler - DEBUG - Get Health Cluster
2017-06-23 20:20:41,529 - dcos-autoscaler - DEBUG - Health from : http://leader.mesos:5050/slaves
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - Filter the health object to get only the stateless nodes
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - 10.1.0.5 - Added to the stateless pool
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - 10.1.0.7 - Added to the stateless pool
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - 10.1.0.4 - Added to the stateless pool
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - 10.1.0.6 - Added to the stateless pool
2017-06-23 20:20:41,530 - dcos-autoscaler - DEBUG - 10.1.0.8 - Added to the stateless pool
2017-06-23 20:20:41,530 - dcos-autoscaler - INFO - Total Cluster CPU = 10.0 - Total Cluster CPU = 29715.0
2017-06-23 20:20:41,530 - dcos-autoscaler - INFO - Total Used CPU = 7.0 - Total Cluster MEM = 3584.0
2017-06-23 20:20:41,531 - dcos-autoscaler - INFO - Ratio CPU = 70.0% - Ratio MEM = 12.061248527679624%
Marathon.json
Documentation in progress...
In this example, you:
- Create a SPN in your Azure Subscription.
- Deployed a DC/OS cluster, Manually, or using ACS it doesn't matter, you just have to use VMSS
- Added a custom mesos attribute on the nodes that you want to scale
From inside the cluster, run this command :
docker run -it -d --name=autoscaler
-e AZURE_CLIENT_ID='5308694f-bed6-494a-9c19-335b3c40b8b3'
-e AZURE_CLIENT_SECRET='myP@ssw0rd1!'
-e AZURE_TENANT_ID='333c7f36-ba66-49f1-9d8a-a450816e8516'
-e AZURE_SUBSCRIPTION_ID='8f26a68d-8613-4a0c-a2a6-2d2d0e261910'
julienstroheker/dcos-autoscaler python main.py -vv
--provider-name Azure
--azure-location eastus
--azure-resource-group myResourceGroup
--azure-vmss-name dcos-agentprivsl-1453224-vmss
- Tests
- Documentation
- CI