Run your generative AI models, large-scale batch jobs, job queues, and much more through Modal.
See audit logs, function logs, and utilization metrics in the Modal Datadog dashboard
Modal
Overview
Modal lets you run generative AI models, large-scale batch jobs, job
queues, and much more. This integration collects logs (stdout/stderr logging
from your modal applications, or audit logs for your account) that you can
visualize through Datadog dashboards and set up alerts for with Datadog
monitors.
Setup
Installation
To set up the Modal integration:
Navigate to the Modal tile on the Datadog Integrations page and
click Install Integration.
Click Connect Accounts to begin authorization of this integration. You
will be redirected to log into Modal, and once logged in, you’ll be
redirected to the Datadog authorization page.
Click the Authorize button to complete setup.
Logs and metrics from your Modal apps should now start appearing in Datadog.
Data Collected
Logs
Modal collects all application (stdout/stderr logging for functions) and audit logs.
Events
Modal does not include any events.
Metrics
| |
|---|
modal.cpu.utilization
(gauge) | Number of CPU cores in use |
modal.memory.utilization
(gauge) | Memory in use
Shown as mebibyte |
modal.gpu.compute.utilization
(gauge) | GPU compute utilization |
modal.gpu.memory.utilization
(gauge) | GPU memory utilization
Shown as mebibyte |
modal.input_events.successes
(count) | Number of successful completed inputs |
modal.input_events.total_inputs
(count) | Number of completed inputs |
modal.input_events.elapsed_time_us
(count) | Elapsed time of input events
Shown as microsecond |
Uninstallation
Once this integration has been uninstalled, any previous authorizations are
revoked and logs/metrics stop being emitted to Datadog.
- Navigate to the Modal metrics settings page
and select Delete Datadog Integration.
- On the Configure tab in the Modal integration tile in Datadog,
click Uninstall Integration.
- Confirm that you want to uninstall the integration.
- Ensure that all API keys associated with this integration have been
disabled by searching for the integration name on the API Keys
page.
Troubleshooting
Need help? Contact Modal support.
