hey <@ULVA73B9P> can i connnect prefect databse to...
# ask-community
k
hey @Marvin can i connnect prefect databse to prometheus?
m
thought for 104.8 seconds
Short answer: yes—if you’re self-hosting Prefect and using your own Postgres, you can monitor that database with Prometheus via the standard postgres_exporter. If you’re on Prefect Cloud, you don’t have access to our managed DB, so you’d monitor your own infra instead. A few options depending on what you want to monitor: - Monitor the Prefect database (Postgres) - Use postgres_exporter to expose DB metrics, then have Prometheus scrape it. - Example (Docker):
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docker run -d --name postgres-exporter \
      -p 9187:9187 \
      -e DATA_SOURCE_NAME="<postgresql://prefect_user:prefect_pass@<db-host>:5432/prefect?sslmode=disable>" \
      <http://quay.io/prometheuscommunity/postgres-exporter|quay.io/prometheuscommunity/postgres-exporter>
- Prometheus scrape config:
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scrape_configs:
      - job_name: 'prefect-postgres'
        static_configs:
          - targets: ['<exporter-host>:9187']
- Helm (Kubernetes): prometheus-postgres-exporter - Exporter docs (roles/permissions): postgres_exporter - Monitor Prefect app/runtime metrics - Prefect 3 does not expose a built-in Prometheus /metrics endpoint. - You can: - Instrument your own flows/infra with the Prometheus client to emit custom metrics. - Use OpenTelemetry tracing/telemetry from Prefect for observability (spans/logs), and forward via an OTLP collector to your backend. See: - prefect.telemetry.services - RunTelemetry - Telemetry bootstrap Useful Prefect docs for self-hosting and DB care: - Self-hosted Prefect (v3) - Database maintenance Questions to tailor guidance: - Are you self-hosting Prefect, or using Prefect Cloud? - If self-hosted, how is Postgres deployed (Docker, Kubernetes, managed service)? - Do you want only DB health metrics, or also app/flow-level metrics?
b
@Kiran are you trying to get metrics about Prefect into Prometheus? We do have a Prometheus exporter: github.com/PrefectHQ/prometheus-prefect-exporter
k
Thanks @Brendan Dalpe, I will explore on this
prefect rocket 1
@Brendan Dalpe is there a clear documentation on this?
b
What do you mean @Kiran? How to deploy the Prometheus exporter?
k
yes
b
Are you running your Prefect server on Kubernetes?
k
no , on ecs
b
Here's an example Docker compose file you could adapt: https://github.com/PrefectHQ/prometheus-prefect-exporter/blob/main/compose.yml All you need to do is create an ECS service and run the
prefecthq/prometheus-prefect-exporter:2.0.1
image and set the environment variable:
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PREFECT_API_URL="http://<service-discovery-service-name>.<service-discovery-namespace>:4200/api"
Note: if you have basic auth enabled on your Prefect Server, set
PREFECT_API_AUTH_STRING="user:pass"
See more about AWS ECS service discovery here: https://docs.aws.amazon.com/AmazonECS/latest/developerguide/service-discovery.html
k
Thanks @Brendan Dalpe,this info is going to be helpful
prefect rocket 1