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Prometheus
Julien Pivotto (@roidelapluie)
FLOSS UK Spring Conference
April 26th, 2018
user{name="roidelapluie"} 1
I like Open Source
I like monitoring
I like automation
... and all of that is my daily job at inuits
Traditional Monitoring
It's up
No it's down
It is degraded
I don't know
Questions that come after:
It's up but it is performant?
It's down but for everyone?
Its is degraded but are the users impacted?
Is it even relevant?
Metrics Monitoring
Gather fine grained data at frequent interval
Make them useful by labelling them ; store
them
Analyze them to understand what is going on
We are in the cloud era.
Here are some buzzwords for you
cloud, API, openstack, devops, docker, bimodal,
stateless, kubernetes, orchestration, automation,
serverless, docker, humanops, ansible, continuous
deployment, cri-o, jenkins, agile, docker, red hat,
containers, virtualization, provisionning,
monitoring, observability...
What is the cloud
Scale
Velocity
Change
On Premise looks like the cloud
Nowadays you have no choice.
Scale
Velocity
Change
What are the needs
Automation
Scalability
Bye bye
all-in-one tools
tools that don't scale
tools you can not automate
We need deserve better tools
Our customers ask us to respond fast, in
seconds
We make hundreds of operations per second
What is your monitoring frequency... 5
minutes?
Time to get better tools /
protocols
Prometheus
https://prometheus.io/
Cloud Native
Easy to configure, deploy, maintain
Designed in multiple services
Container ready
Orchestration ready (dynamic config)
Fuzziness
Data Centric
A Metric in Prometheus has metadata:
myql_global_status_handlers_total{handler="tmp_write"}
1122
And lots of function to filter, change, remove...
those metadata while fetching them.
Open Source
Apache 2.0
Go
Support for multiple OS
Many "exporters":
https://github.com/prometheus/prometheus/wiki/Defa
ult-port-allocations
Efficient
Prometheus is designed to fetch data in an
interval measured in seconds
Millions of datapoints
Big improvements in prometheus 2.0
Storage
Prometheus 2.x uses prometheus/tsdb
2 hours blocks ; later compacted in up to 10
days blocks
15000 metrics/s ends up ad 800 MiB/day
How does it work?
How does it work?
How does it work?
How does it work?
How does it work?
Exporters
Exporters expose metrics with an HTTP API
Bindings available for many languages
Exporters do not save data ; they are not
"proxies" and don't "cache" anything
Exploring Metrics
Exploring Metrics
Exploring Metrics
Exploring Metrics
PromQL
mysql_global_status_commands_total
PromQL
mysql_global_status_commands_total{command="select"}
PromQL
mysql_global_status_commands_total
{command=~"select|set_options"}
PromQL
mysql_global_status_commands_total{command=~"select|se
t_options"}
PromQL
deriv(mysql_global_status_connections[5m])
PromQL
{__name__=~".+innodb.+cache.*"}
predict_linear(mysql_heartbeat_lag_seconds[5m], 60*2)
sum(rate(mysql_global_status_commands_total{command=~"
(commit|rollback)"}[5m])) without (command)
Demo
node_exporter
grok_exporter
blackbox_exporter
snmp_exporter
service discovery
Security
Prometheus supports TLS client (also with
authentication)
Exporter side is your business
We use it with traefik (reverse proxy in go
with native metrics)
We manage certs with ansible
Alerting
Prometheus has recording rules
Record frequent queries or alerting
Alert base on any PromQL queries.
One tool does one job...
Prometheus collects data
Exporters expose data
Grafana graphes data
Alertmanager dispatches alerts
Alertmanager
Open Source
Same developers as Prometheus
Second service
What is the Alertmanager
doing?
Receives alerts
Group them
Inhibits them
Dispatches them
Deals with HA
How to alerts?
Email
Some vendors: Slack, Hipchat, VictorOps,
pagerduty, ...
Generic Wehbook -> Plugin anything you want
High Availability
2 prometheus servers do exact the same job
They send alerts to Alertmanagers
Alertmanagers are clustered not to send the
same notification twice
Introduction to Prometheus
Grafana
Open Source (Apache 2.0)
Web app
Specialized in visualization
Pluggable
Multiple datasources: prometheus, graphite,
influxdb...
Has an API!
History of Grafana
Grafana is a fork of Kibana 3 ; used to be JS-
Driven.
Now fully featured, requires a database, multi-
projects/users support, etc...
Grafana and Prometheus
Prometheus shipped its own consoles
Now it recommends Grafana and deprecated
its own consoles
Grafana Dashboards
Grafana Dashboards
Time Picker
Configure Prometheus in
Grafana
Configure Prometheus in
Grafana
Prometheus Dashboard
Creating Grafana Dashboards
Takes time
Requires deep knowledge of the tools
Improved over time
Easy to share (json + online library)
Conclusion
Open Source
Flexible and dynamic
Multiple small pieces
Low on resources
Rich ecosystem
For Cloud and On Premise
Julien Pivotto
roidelapluie
roidelapluie@inuits.eu
Inuits
https://inuits.eu
info@inuits.eu
Contact
I will give a
prometheus
workshop
at OSMC.de!

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