Pyroscope — Grafana's continuous profiling backend and UI: store and explore CPU/memory flame graphs from your applications over time. Deployed as a single host-networked Nomad service.
Needs nomad-pack on PATH. The script only adds the nomploy registry and runs this pack.
Source ↗ Project ↗ ★ 11.7k ⚑ Report an issue
Save as values.hcl, edit, then run:
# The name of the Nomad job.
job_name = "pyroscope"
# The Nomad namespace to deploy into.
namespace = "default"
# The datacenters to deploy to.
datacenters = ["*"]
# The Pyroscope container image. Pin a tag in production.
image = "grafana/pyroscope:latest"
# Host port for the Pyroscope web UI.
port = 4040
# Named volume mounted at /data.
data_volume = "pyroscope_data"
# Placement constraints. On a nomploy cluster: attribute = "$${meta.nomploy_control_plane}", operator = "=", value = "true".
constraints = []
# The task resources.
resources = {
cpu = 300
memory = 256
}
| Name | Type | Default | Description |
|---|---|---|---|
| job_name | string | "pyroscope" | The name of the Nomad job. |
| namespace | string | "default" | The Nomad namespace to deploy into. |
| datacenters | list | ["*"] | The datacenters to deploy to. |
| image | string | "grafana/pyroscope:latest" | The Pyroscope container image. Pin a tag in production. |
| port | number | 4040 | Host port for the Pyroscope web UI. |
| data_volume | string | "pyroscope_data" | Named volume mounted at /data. |
| constraints | list | [] | Placement constraints. On a nomploy cluster: attribute = "$${meta.nomploy_control_plane}", operator = "=", value = "true". |
| resources | object | {
cpu = 300
memory = 256
} | The task resources. |
No variables match.
This pack stores data in one Docker named volume:
pyroscope_data
restic
# Run on the node hosting this pack. Point restic at your repo first: # export RESTIC_REPOSITORY="s3:https://<account>.r2.cloudflarestorage.com/<bucket>" # export RESTIC_PASSWORD="<repo-password>" # export AWS_ACCESS_KEY_ID=<key> AWS_SECRET_ACCESS_KEY=<secret> restic backup \ /var/lib/docker/volumes/pyroscope_data/_data
rclone (sync to S3/R2)
rclone sync /var/lib/docker/volumes/pyroscope_data/_data backup:<bucket>/pyroscope_data
Paths assume the default Docker volume location (/var/lib/docker/volumes). Restore by stopping the job, restoring files into the same volume, and re-running the pack.
Pyroscope — Grafana's open-source continuous profiling backend and UI. Continuously collect CPU, memory and other profiles from your applications and explore them as flame graphs over time to find performance and resource bottlenecks. Query from its own UI or from Grafana.
Single host-networked Nomad service (single-binary mode) with a persistent data volume.
nomad-pack registry add nomploy https://github.com/Nomploy/nomad-packs
nomad-pack run pyroscope --registry=nomploy
| Variable | Default | Description |
|---|---|---|
port |
4040 |
Web UI / ingest port (-server.http-listen-port). |
image |
grafana/pyroscope:latest |
Container image. Pin a tag in production. |
data_volume |
pyroscope_data |
/data — the local profile store. |
resources |
{ cpu = 300, memory = 256 } |
Task resources. Bump for heavy ingestion. |
Send profiles from your apps with the Pyroscope SDKs, Grafana Alloy, or the OTel profiling exporter, pointing them at
http://<host>:4040. Add it to grafana as a data source to explore flame graphs there. A prestart init task chowns the data volume to uid10001. Pin the job to the node holding the volume withconstraints.