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# Annotating Change Points in Grafana
Change points found by `analyze` can be exported
as Grafana annotations using the `--update-grafana` flag:
```
$ otava analyze <test or group> --update-grafana
```
The annotations generated by Otava get the following tags:
- `otava`
- `change-point`
- `test:<test name>`
- `metric:<metric name>`
- tags configured in the `tags` property of the test
- tags configured in the `annotate` property of the test
- tags configured in the `annotate` property of the metric
Additionally, the `annotate` property supports variable tags:
- `%{TEST_NAME}` - name of the test
- `%{METRIC_NAME}` - name of the metric
- `%{GRAPHITE_PATH}` - resolves to the path to the data in Graphite
- `%{GRAPHITE_PATH_COMPONENTS}` - splits the path of the data in Graphite into separate components
and each path component is exported as a separate tag
- `%{GRAPHITE_PREFIX}` - resolves to the prefix of the path to the data in Graphite
(the part of the path up to the metric suffix)
- `%{GRAPHITE_PREFIX_COMPONENTS}` - similar as `%{GRAPHITE_PATH_COMPONENTS}` but splits the prefix
of the path instead of the path
## Example
> [!TIP]
> See [otava.yaml](../examples/graphite/otava.yaml) for the full Graphite & Grafana example.
Start docker-compose with Graphite in one tab:
```bash
docker-compose -f examples/graphite/docker-compose.yaml up --force-recreate --always-recreate-deps --renew-anon-volumes --build
````
Run otava in another tab:
```bash
docker-compose -f examples/graphite/docker-compose.yaml run otava otava analyze my-product.test --since=-10m --update-grafana
```
Expected output:
```bash
time run branch version commit throughput response_time cpu_usage
------------------------- ----- -------- --------- -------- ------------ --------------- -----------
2024-12-14 22:45:10 +0000 61160 87 0.2
2024-12-14 22:46:10 +0000 60160 85 0.3
2024-12-14 22:47:10 +0000 60960 89 0.1
············ ···········
-5.6% +300.0%
············ ···········
2024-12-14 22:48:10 +0000 57123 88 0.8
2024-12-14 22:49:10 +0000 57980 87 0.9
2024-12-14 22:50:10 +0000 56950 85 0.7
```
Open local [Grafana](http://localhost:3000) in your browser (use default `admin/admin` credentials), open
`Benchmarks` dashboard, and see your data points and annotations on both charts.: