Sowmiya Anand
05/21/2024, 4:07 PMMarvin
05/21/2024, 4:07 PMkubectl
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### Deployment Steps
1. Configure Azure Kubernetes Service (AKS)
- Create an AKS cluster using the Azure portal or the Azure CLI. Make sure it's properly configured and accessible.
2. Install Prefect in Your Local Environment
- Install Prefect using pip:
bash
pip install prefect
3. Set Up Helm for Kubernetes
- Add the Prefect helm repository:
bash
helm repo add prefecthq <https://prefecthq.github.io/prefect-helm>
helm repo update
- Install the Prefect helm chart:
bash
helm install my-prefect-cluster prefecthq/prefect --namespace prefect
4. Configure Prefect Deployment
- Create a Kubernetes work pool (optionally with work queues) to manage flow runs:
bash
prefect work-pool create kubernetes <WORK_POOL_NAME>
- Configure it as needed (e.g., adding work queues).
5. Deploy Your Flow
- Write your flow in your Python script, for instance:
python
from prefect import flow
@flow
def my_flow():
print("Hello from AKS!")
if __name__ == "__main__":
my_flow()
- Deploy your flow to Prefect Cloud:
bash
prefect deployment create my_flow.py:my_flow -n <DEPLOYMENT_NAME>
6. Run Your Flow
- Once the flow is deployed, you can execute it from Prefect Cloud or using the Prefect CLI:
bash
prefect deployment run <DEPLOYMENT_NAME>
### Helpful Links
- Prefect Kubernetes Guide
- Prefect Azure Integration
- Prefect Deployment Guide
For more specific configurations, refer to the guides linked above for detailed instructions.
If you encounter any specific issues during setup, feel free to share the details, and I can help troubleshoot further.