@Marvin How do I get the perfect servers in kubernetes, running on the helm chart to log with the json handler

How do get logs formatted is huge question, way more important than any data question. To help, me need Prefect version. You using Prefect 2.x or 3.x?

2.x

To run Prefect servers in Kubernetes with the Helm chart and log with the JSON handler: 1. Create a

values.yaml

file to customize your Prefect worker configuration via the Helm chart. 2. Set the logging configuration using environment variables or within the

values.yaml

file. Here's an example of what your

values.yaml

file might look like for configuring JSON logging:

yaml
env:
  - name: PREFECT_LOGGING_FORMAT
    value: "JSON"
worker:
  cloudApiConfig:
    accountId: <target account ID>
    workspaceId: <target workspace ID>
  config:
    workPool: <target work pool name>

Finally, apply your Helm chart with the custom values:

sh
helm install prefect-prefecthq/prefect -f values.yaml

Resources: - Deploying with Helm - Configuring Logging For fine-tuning JSON logging and handlers, check Prefect's logging docs. Make sure

PREFECT_LOGGING_FORMAT

is set correctly to JSON, making logs JSON formatted for easier parsing and handling.