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Nicolas Steinmetz - CérénIT
Sustainable
Observability
From Bare Metal
To k8s world
© 2020 InfluxData. All rights reserved. 2
$ whoami?
∙Freelance at CérénIT: Architecture, Automation & Time Series
∙TIG & TICK user for 5 years (InfluxDB 0.9.x)
∙InfluxAce for France since 2019
∙Host of the Paris Time Series Meetup (ptsm.io)
∙Co-Host of the BigDataHebdo(.com) podcast
And why the TICK/TIG stack ?
Some principles to start with...
How did I get
there ? ∙Custom metrics for home sensors &
extended to platform monitoring
∙Best of breed platform
∙Nice UI and Dashboards
∙Ready to use
∙Python API (pre-telegraf world 😉)
∙Raspberry Pi compatible
∙Monitoring outside the platform
∙Telegraf to collect and send metrics
to InfluxDB
∙Push mechanism
∙Grafana for Alerting and Visualising
My monitoring
principles
It’s a journey…
Once upon a time...
From bare metal to containers...
∙(Ab)use of /etc/telegraf/telegraf.d
∙Automated by Infrastructure as
Code
∙Host and application metrics 🤩
∙Docker inputs plugin provides only
general metrics (mem, cpu, net,
healthcheck)
∙Lost visibility on what happens
inside the container 😰
Hello Docker !
∙Add telegraf in docker ! 😌
∙Get metrics back again for services
∙But not the perfect solution…
∙A new pattern is rising… 😏
To infinity and beyond...
From containers to kubernetes...
Monitoring in
k8s world ?
∙Nodes: master(s) & workers
∙Kubernetes Core Services (etcd,
coredns, etc)
∙Application and related kubernetes
resources
∙De facto standard
∙Ecosystem relies on prometheus
(exporters)
∙Prometheus Operator
∙Node metrics
∙Core service metrics
∙Application metrics
∙Grafana dashboards
∙Alert Manager & Prom UI
Prometheus
∙Already have TIG !
∙Not another / custom kubernetes
tool
∙Long term storage ?
∙Analytics ?
∙Not embedded in the cluster nor
want to enable pull monitoring from
outside
So why not just
choose
prometheus ?
🤨🤔
Can we get the same with
TIG/TICK Stack ?
∙Do we want to have exactly the
same data or something similar ?
∙Just not try to duplicate Prom
Operator dashboards but question
your needs and the existing
dashboards.
∙Available metrics may depend of
your kubernetes provider
Before diving !
∙Contributed an updated version of
telegraf-ds helm chart 💪
∙Mix of traditional plugins +
kubernetes input plugin
∙Opinionated default configuration
Global & Node
metrics ?
Nicolas Steinmetz [CérénIT] | Sustain Your Observability from Bare Metal TICK Stack and Apps to a Kubernetes World | InfluxDays Virtual Experience London 2020
∙Inspired from Prometheus Operator
Dashboards
∙Reproduced the one that interested
me and extended them
∙Most of the metrics are identical ; a
few are different
∙Telegraf helm chart
∙kube_inventory input plugin
∙Prometheus input plugin
∙All inputs plugin for your services
∙Telegraf.conf = ConfigMap
Application
metrics ?
∙Telegraf-operator (alpha) chart
∙Inject a telegraf container as sidecar
pod
∙Telegraf classes to define
configuration to apply
∙Interesting for non service metrics
∙Take care of Telegraf proliferation
Telegraf
operator
∙Young and promising initiative
∙Ready to use & Dashboard as code
∙Kubernetes dashboards by
bonitoo.io
∙Based on kubernetes and
kube_inventory input plugins
∙github.com > influxdata >
community-templates > k8s
InfluxDB
Community
templates
Nicolas Steinmetz [CérénIT] | Sustain Your Observability from Bare Metal TICK Stack and Apps to a Kubernetes World | InfluxDays Virtual Experience London 2020
∙Take only node-exporter,
kube-state-metrics from
Prometheus Operator
∙Use telegraf to collect prometheus
metrics via prometheus input plugin
A third way ?
Next steps and take away
∙Explore deeper InfluxDB 2.0,
especially to dissociate Alerting from
Dashboards
∙Explore deeper telegraf-operator for
in pod metrics to confirm my
hypothesis
Next steps
∙Possible to monitor kubernetes
platform with telegraf
∙Don’t need to deploy prometheus in
your cluster
∙Leverage prometheus exporters
with prometheus input plugin
∙Mix of Prometheus Operator and
Telegraf to have best of both worlds
?
∙Watch progress of telegraf operator
Take away
Thanks for watching !
© 2020 InfluxData. All rights reserved. 29
Nicolas Steinmetz - CérénIT
Personal : @nsteinmetz
Company : @_CerenIT ; https://www.cerenit.fr/ ; contact@cerenit.fr
Paris Time Series Meetup (mostly in French) : https://www.ptsm.io/
Podcast (in French) : https://bigdatahebdo.com/
@nsteinmetz on InfluxData Slack
© 2020 InfluxData. All rights reserved. 30

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Nicolas Steinmetz [CérénIT] | Sustain Your Observability from Bare Metal TICK Stack and Apps to a Kubernetes World | InfluxDays Virtual Experience London 2020

  • 1. Nicolas Steinmetz - CérénIT Sustainable Observability From Bare Metal To k8s world
  • 2. © 2020 InfluxData. All rights reserved. 2 $ whoami? ∙Freelance at CérénIT: Architecture, Automation & Time Series ∙TIG & TICK user for 5 years (InfluxDB 0.9.x) ∙InfluxAce for France since 2019 ∙Host of the Paris Time Series Meetup (ptsm.io) ∙Co-Host of the BigDataHebdo(.com) podcast
  • 3. And why the TICK/TIG stack ? Some principles to start with...
  • 4. How did I get there ? ∙Custom metrics for home sensors & extended to platform monitoring ∙Best of breed platform ∙Nice UI and Dashboards ∙Ready to use ∙Python API (pre-telegraf world 😉) ∙Raspberry Pi compatible
  • 5. ∙Monitoring outside the platform ∙Telegraf to collect and send metrics to InfluxDB ∙Push mechanism ∙Grafana for Alerting and Visualising My monitoring principles
  • 7. Once upon a time... From bare metal to containers...
  • 8. ∙(Ab)use of /etc/telegraf/telegraf.d ∙Automated by Infrastructure as Code ∙Host and application metrics 🤩
  • 9. ∙Docker inputs plugin provides only general metrics (mem, cpu, net, healthcheck) ∙Lost visibility on what happens inside the container 😰 Hello Docker !
  • 10. ∙Add telegraf in docker ! 😌 ∙Get metrics back again for services ∙But not the perfect solution… ∙A new pattern is rising… 😏
  • 11. To infinity and beyond... From containers to kubernetes...
  • 12. Monitoring in k8s world ? ∙Nodes: master(s) & workers ∙Kubernetes Core Services (etcd, coredns, etc) ∙Application and related kubernetes resources
  • 13. ∙De facto standard ∙Ecosystem relies on prometheus (exporters) ∙Prometheus Operator ∙Node metrics ∙Core service metrics ∙Application metrics ∙Grafana dashboards ∙Alert Manager & Prom UI Prometheus
  • 14. ∙Already have TIG ! ∙Not another / custom kubernetes tool ∙Long term storage ? ∙Analytics ? ∙Not embedded in the cluster nor want to enable pull monitoring from outside So why not just choose prometheus ? 🤨🤔
  • 15. Can we get the same with TIG/TICK Stack ?
  • 16. ∙Do we want to have exactly the same data or something similar ? ∙Just not try to duplicate Prom Operator dashboards but question your needs and the existing dashboards. ∙Available metrics may depend of your kubernetes provider Before diving !
  • 17. ∙Contributed an updated version of telegraf-ds helm chart 💪 ∙Mix of traditional plugins + kubernetes input plugin ∙Opinionated default configuration Global & Node metrics ?
  • 19. ∙Inspired from Prometheus Operator Dashboards ∙Reproduced the one that interested me and extended them ∙Most of the metrics are identical ; a few are different
  • 20. ∙Telegraf helm chart ∙kube_inventory input plugin ∙Prometheus input plugin ∙All inputs plugin for your services ∙Telegraf.conf = ConfigMap Application metrics ?
  • 21. ∙Telegraf-operator (alpha) chart ∙Inject a telegraf container as sidecar pod ∙Telegraf classes to define configuration to apply ∙Interesting for non service metrics ∙Take care of Telegraf proliferation Telegraf operator
  • 22. ∙Young and promising initiative ∙Ready to use & Dashboard as code ∙Kubernetes dashboards by bonitoo.io ∙Based on kubernetes and kube_inventory input plugins ∙github.com > influxdata > community-templates > k8s InfluxDB Community templates
  • 24. ∙Take only node-exporter, kube-state-metrics from Prometheus Operator ∙Use telegraf to collect prometheus metrics via prometheus input plugin A third way ?
  • 25. Next steps and take away
  • 26. ∙Explore deeper InfluxDB 2.0, especially to dissociate Alerting from Dashboards ∙Explore deeper telegraf-operator for in pod metrics to confirm my hypothesis Next steps
  • 27. ∙Possible to monitor kubernetes platform with telegraf ∙Don’t need to deploy prometheus in your cluster ∙Leverage prometheus exporters with prometheus input plugin ∙Mix of Prometheus Operator and Telegraf to have best of both worlds ? ∙Watch progress of telegraf operator Take away
  • 29. © 2020 InfluxData. All rights reserved. 29 Nicolas Steinmetz - CérénIT Personal : @nsteinmetz Company : @_CerenIT ; https://www.cerenit.fr/ ; contact@cerenit.fr Paris Time Series Meetup (mostly in French) : https://www.ptsm.io/ Podcast (in French) : https://bigdatahebdo.com/ @nsteinmetz on InfluxData Slack
  • 30. © 2020 InfluxData. All rights reserved. 30