marketplaceOverview
Prefect Cloud is a fully managed, cloud-based orchestration platform built on top of the open-source Prefect framework. It is designed to help teams manage, schedule, monitor, and automate workflows across data engineering, machine learning, and business automation contexts — without the overhead of hosting and maintaining their own orchestration infrastructure.
This integration allows you to collect Prefect data as logs and metrics in Datadog, and includes an out-of-the-box dashboard.
- Logs: Flow Runs, Task Runs, Deployments, Workspace Events
- Metrics: Flow Success Metrics, Flow Duration Metrics, Flow Total Metrics, Flow SLA Violation Metrics, Flow Lateness Metrics, Flow Failure Rate Metrics
This integration also includes four out-of-the-box monitors to alert on:
- Flow SLAs
- Flow lateness
- Failed flow runs
- Failed task runs
Data Collected
Metrics
| |
|---|
cds.prefect.volume
(gauge) | Total number of runs. |
cds.prefect.successes
(gauge) | Total number of successful runs. |
cds.prefect.duration
(gauge) | Duration of runs.
Shown as second |
cds.prefect.lateness
(gauge) | Lateness of runs.
Shown as second |
cds.prefect.failure_rate
(gauge) | Percentage of failed flows.
Shown as percent |
Service Checks
cds.prefect.status
Returns CRITICAL if the user configurations are invalid or authentication fails. Returns OK otherwise.
Statuses: ok, critical
Support
For support or feature requests, contact Crest Data through the following channels:
This application is made available through the Marketplace and is supported by a Datadog Technology Partner. Click Here to purchase this application.
