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zb93`lv@#4{mu$mS;Z?TTF;|pz#QZA^|DgR8OFU+~up?AZcTo!xv;lm> z1|f_~MrLgw|3c-nv2At+T1v|UTjyGnK0)SE0GJ=6i>mt%NX-IDiY4IjWBT8L`vTnW tzeIgdT-B7-vt?{jQs)l*x5S4a&3`' | jq -r '.log' + ``` +You can view more information about logging in Genestack at the [Logging Overview](genestack-logging.md) documentation page. + +## Monitoring and Alerting with Prometheus + +Monitoring and alerting are two crucial components for observability within the Genestack infrastructure. +By default, in Genestack we make use of Prometheus, an open-source monitoring system with a dimensional data model, flexible query language, efficient time series database and modern alerting approach. +As well as the AlertManager, a tooling that provides alert aggregation, grouping, deduplication and notification routing, which is conveniently packaged together with Prometheus in the [kube-prometheus-stack](https://github.com/prometheus-community/helm-charts/tree/main/charts/kube-prometheus-stack) for easy installation and configuration. +Prometheus and the related components fits Genestack open-source ethos and is easily integrated into Kubernetes and OpenStack systems and services. With easy means of installation, service discovery and configuration Prometheus is a top tier choice for the Genestack platform. + +The below diagram shows how all these monitoring and alerting components tie together: +![Prometheus Architecture](assets/images/prometheus-architecture.png) + +We have covered Prometheus, Prometheus alerting and the AlertManager in greater detail in the [Monitoring](monitoring-info.md) and [Alerting](alerting-info.md) documentation. + +## Visualization + +Now that we have the logging, monitoring, metrics and alerting portions of our observability platform mapped out we need a way to visualize all this data being provided. +For that we use [Grafana](https://grafana.com/) as our default visualization platform in Genestack. Grafana is an open-sourced, feature rich and highly pluggable visualization system that aligns well with Genestack. +Prometheus, Alertmanager and even Loki can easily plug right in and integrate with Grafana so that we can build out the visualization layer of our observability platform. + +As noted in the [Prometheus Alerting](alerting-info.md) documentation we can configure alerts via Prometheus configurations and alert on any metric collected. +It's also possible to set up alerting through Grafana, see Grafana's [alerting docs](https://grafana.com/docs/grafana/latest/alerting/) for more details. + +This comes in handy in the context of Loki and logs. Grafana with the [Loki datasource](https://grafana.com/docs/grafana/latest/datasources/loki/) allows us to configure alerts based on logging queries and the information returned. +One example in Genestack would be the [OVN Claimstorm alerts](ovn-alert-claim-storm.md). Below we can see an example of how this is configured. +![ovn claimstore alert](assets/images/loki-alerting-rules-example.png) + +As noted above we can also use Loki and Grafana to display logs for our services. The following example and image shows what that would look like. +An example that we use in our [project lookup](https://github.com/rackerlabs/genestack/blob/main/etc/grafana-dashboards/project_lookup.json) dashboard that allows us to query the logs for a specific service and project_id would look something like below. +!!! example "Example LokiQL lookup query" + + ```shell + {application="$service"} | logfmt | json | line_format "{{ .kubernetes_host}} {{.kubernetes_pod_name}} {{.log}}" |= `$project_id` + ``` +![project lookup example](assets/images/project-lookup-example.png) + +For additional information view the [Grafana](monitoring-info.md#visualization) portion of the [Monitoring Info](monitoring-info.md) documentation. + +## Datadog + +Fluentbit, Loki and Grafana makes for a powerful combination of log collection, aggregation and visualization and while these tools and the related components are the default choice in a Genestack deployment there are other solutions that may better suit your needs. +Genestack offers examples and basic configurations to deploy Grafana, Loki, Prometheus, etc... in a self-hosted and self-maintained manner which requires effort and costs to host and maintain the observability platfom and to store the logs. +This may not always be desirable and in such case something like [Datadog](https://www.datadoghq.com/) may be preferred to allieviate some of the burdens of hosting these solutions yourself. + +[Datadog](https://www.datadoghq.com/) offers many of the features we've discussed in this documentation and much more via agents that you install and configure within your systems. + +Datadog can work as a replacement or with our existing tools to form a hybrid approach for our observability platform. +There are plugins and agents that give you the flexibility you may desire. For example, [Fluentbit plugin](https://docs.datadoghq.com/integrations/fluentbit/) can act as the log collection service while instead of using the [Datadog logging agents](https://docs.datadoghq.com/containers/kubernetes/log/?tab=datadogoperator). +You can also use the [Prometheus Datadog plugins](https://docs.datadoghq.com/integrations/guide/prometheus-host-collection/) to provide additional metrics as you see fit. + +An example of installing Datadog in [Rackspace Flex](https://www.rackspace.com/resources/rackspace-openstack-flex) can be found in the [Running Datadog on OpenStack Flex](https://blog.rackspacecloud.com/blog/2024/11/12/running_datadog_on_openstack-flex/#deploying-datadog-on-our-openstack-flex-server) blog post. +Integrating Datadog in your Genestack installation is just as simple and can be accommplished by installing various agents to fit your goals. +View the [Datadog Kubernetes](https://docs.datadoghq.com/containers/kubernetes/installation/?tab=datadogoperator) installation instructions for more information. + +While Genestack provides a relatively comprehensive set of tooling and instructions for a production grade Kubernetes and OpenStack deployment, Datadog may be the right solution for your needs if you desire a little less hands on solution to your observability platform. diff --git a/mkdocs.yml b/mkdocs.yml index f7f779b4..cf648d77 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -235,7 +235,6 @@ nav: - Gnocchi: metering-gnocchi.md - Billing Tenants: metering-billing.md - Chargebacks: metering-chargebacks.md - - Logging Overview: genestack-logging.md - Infrastructure: - Kubernetes: - Etcd Backup: etcd-backup.md @@ -250,9 +249,11 @@ nav: - Claim Storm alert: ovn-alert-claim-storm.md - MariaDB: - Operations: infrastructure-mariadb-ops.md - - Monitoring and Alerting: - - Monitoring Information: monitoring-info.md - - Alerting Information: alerting-info.md + - Observability: + - Observability Overview: observability-info.md + - Monitoring Overview: monitoring-info.md + - Alerting Overview: alerting-info.md + - Logging Overview: genestack-logging.md - Third Party Tools: - OSIE: extra-osie.md - OpenStack: