Krystal
03/08/2024, 4:12 PM.deploy()
Marvin
03/08/2024, 4:12 PM.deploy()
, you would generally need to configure your Kubernetes Deployment manifest file to specify the environment variables that reference Kubernetes secrets. However, based on the information retrieved from the Prefect documentation, there's no direct mention of how to do this specifically within the context of a .deploy()
call. This suggests that you would have to handle the environment variables at the Kubernetes level.
You would typically include environment variables by editing the Deployment manifest YAML file to reference secrets as follows:
yaml
apiVersion: apps/v1
kind: Deployment
metadata:
name: my-deployment
spec:
replicas: 1
template:
spec:
containers:
- name: my-container
image: my-image:latest
env:
- name: MY_SECRET_ENV_VAR
valueFrom:
secretKeyRef:
name: my-kubernetes-secret
key: my-secret-key
If you are using Prefect Helm charts, you should add configurations that allow you to include secrets as environment variables within the Helm values that you specify during chart installation.
You might want to look at the Kubernetes deployment guide provided by Prefect or their Helm chart documentation for further details on how to achieve this. The concept is the same: You need to tell Kubernetes which secrets to pull and how to serve them to your Prefect deployment.
Prefect Docker Guide: Docker with Prefect Guide
Kubernetes Deployment Guide: Kubernetes with Prefect Guide
Please note that while these documents don't explicitly address the .deploy()
question, they provide context on deploying with Kubernetes and Docker, which are relevant to the task at hand.
To obtain a specific example or further instructions, consulting the Prefect community or official support might be your best course of action, especially as documentation might have evolved to include this feature directly.Bring your towel and join one of the fastest growing data communities. Welcome to our second-generation open source orchestration platform, a completely rethought approach to dataflow automation.
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