MySQL DevOps at Outbrain

Tools bridging the gap between MySQL
engineering, ops & DBAs
Shlomi Noach
MySQLDevOps@Outbrain
Shlomi Noach

MySQL DevOps @ Outbrain
Shlomi Noach
Percona Live 2014
Copyright © 2014, Outbrain
Aboutme
● Engineer, DBA
● Working with MySQL since 2000
● Formerly consultant, instructor
● Author of common_schema, openark-kit, propagator
● Write at http://openark.org
● Work at the infrastructure team, Outbrain

Shlomi Noach
Percona Live 2014
AboutOutbrain
● The leading content discovery platform on the web
● Embedded in over 90,000 websites
● Serves over 150 million unique US visitors, 15 billion
pages and 100 billion recommendations per month
● You may not be familiar with us by name, but have met us
frequently.
● We aim to provide with reliable content to our users.

Shlomi Noach
Percona Live 2014
PAID
DISCOVERY
INTERNAL
DISCOVERY

Shlomi Noach
Percona Live 2014
AboutOutbrain
● Managing total of over 2,000 servers (Hadoop, Cassandra,
MySQL, web services, …)
● Processing about 1 Petabyte of information
● Over 70 engineers
● Doing continuous deployments
● Fans and supporters of open source
● Have "Ownership" culture: "You build it, you run it!"
○ Must be supported by technology

Shlomi Noach
Percona Live 2014
What'sDevOps?
● Or, DevDbaOps?
?

Shlomi Noach
Percona Live 2014
What'sDevOps?
● Often described as developers doing ops work, or ops
doing engineering work
● I see this more as the integration between the groups
● Avoiding the scenario where parties have no control of
parts of their domain.
○ Tools
○ Techniques
○ Culture

Shlomi Noach
Percona Live 2014
What'sDevOps?
● With good DevOps, you get:
○ Ownership
○ Visibility
○ Action-ability (word has just been invented and will be used as axiom)
● Allowing engineers own and be responsible for their apps.
○ No need for ops telling them something is wrong
○ No need to sit with ops to understand what is wrong
○ No need to ask ops to deploy changes
● All the while giving ops visibility into engineers actions

Shlomi Noach
Percona Live 2014
Tribute:automation
● We use chef for automation
● Some databags leftovers, changing to attributes
● Everything is under version control
○ Allows ops/DBAs easily add/remove packages
○ Different treatment for masters
○ Different my.cnf settings based on MySQL role
○ Different my.cnf settings based on hardware
○ Setting up backup servers
○ More...

Shlomi Noach
Percona Live 2014
Automation:
OneRingtoRuleThemAll
● Outbrain's onering is an orchestration solution
● Provisioning servers: from operating system through
packages (via chef integration) to application deployment
(via glu integration)
○ Allows for a one click "I want a host with MyService
tomcat service", or "I want a host with MySQL server"
● Then acting as inventory service
○ "give me all MySQL servers in the LA data center"
○ "which disks do our OLAP servers use?"
● https://github.com/outbrain/onering

Shlomi Noach
Percona Live 2014
Onering&pmysql:
on-demandsemi-automatedactions
● pmysql is a parallel MySQL client (originally developed by
Domas Mituzas)
● Using onering's API, we can:
curl "https://my.onering.service/api/devices
/list/name/where/chef.run_list/mysql/name/olap?
format=txt" | pmysql -pmypass "stop slave"
curl "https://my.onering.service/api/devices
/list/name/where/chef.run_list/mysql/name/olap?
format=txt"
| pmysql -pmypass "select @@version"
| grep tokudb
| awk '{print $1}'
| pmysql -pmypass "stop slave"

Shlomi Noach
Percona Live 2014
Visibility
● A classic developers-ops collision: slow queries
○ Ops notice increased I/O, slave lags
○ What do they know of the domain of the problem?
○ Developers see long response times
○ What visibility do they get?

Shlomi Noach
Percona Live 2014
BoxAnemometer

Shlomi Noach
Percona Live 2014
WhatmakesAnemometersucha
goodDevOpstool?
● It provides visibility to everyone
● The engineer doesn't need to know what slow logs are,
where they are located, how to interpret them.
● It promotes ownership in that it gets the drill down per
query/per host/per service
● The Permalink. How such a small thing can make all the
difference
● Ops can hand over what they think is the "guilty query"

Shlomi Noach
Percona Live 2014
Anemometer Host
Anemometer@Outbrain,
behindthescenes
MySQL Slow
log
MySQL Slow
log
MySQL Slow
log
Slow
log
Slow
log
Slow
log
logstash
logstash
logstash
pt-query-digest
Web
interface

Shlomi Noach
Percona Live 2014
Multipleservices,multipleMySQL
hosts:whomakesitslow?
MySQL Slow
log
MySQL Slow
log
MySQL Slow
log
service
service
service
● What is our
analysis
granulation?
● Are slow logs
caused by a query?
● Affected by a
loaded MySQL
host?
● By a loaded
service?

Shlomi Noach
Percona Live 2014
Anemometer,collectingtheslowlogs
input {
tcp {
port => 23306
type => "mysql-slow"
mode => "server"
}
}
filter {
dns {
reverse => [ "@source_host", "source_host_name" ]
action => "replace"
}
}
output {
file {
type => "mysql-slow"
message_format => "%{@message}"
path => "/path/to/slow_logs/logstash/%{@source_host}-mysql-slow.log"
}
}

Shlomi Noach
Percona Live 2014
Anemometer,rotatingtheslowlogs
/outbrain/slow_logs/logstash/*.log {
daily
nocompress
size 1
missingok
ifempty
copytruncate
prerotate
/bin/bash /var/www/html/anemometer/outbrain/pre_rotate.sh $1
endscript
nosharedscripts
rotate 100
}
● logstash streams logs onto the anemometer machine
● We choose not to aggregate them into one; the target file
name indicates the source host name

Shlomi Noach
Percona Live 2014
Anemometer,processingtheslowlogs
#!/bin/bash
rotated_slow_log_file=$1
rotated_slow_log_file_path=$(dirname $rotated_slow_log_file)
rotated_slow_log_file_name=$(basename $rotated_slow_log_file)
hostname=${rotated_slow_log_file_name%%-mysql-slow.log*}
/bin/grep -v "^$" $rotated_slow_log_file |
/usr/bin/pt-query-digest --user=... --password=...
--review u=,p=,h=localhost,D=...,t=global_query_review
--history u=,p=,h=localhost,D=...,t=global_query_review_history
--filter=" $event->{Bytes} = length($event->{arg}) and
$event->{hostname}="${hostname}" and
$event->{clustername}="${clustername}""
--no-report --group-by-extra=host
● Reading files per mysql-host, adding host & cluster
● Secondary grouping by client-host

Shlomi Noach
Percona Live 2014
Anemomaster:
visibilityintomasterDML
● One of those "How did we ever live without it?" tools.
● Provides near real time (10 minute granularity) visibility
into queries issued on master.
● Got an unexpected burst of INSERTs? Anemomaster
provides a quick and accurate access into the specific
"guilty" query.
● And ops take a permalink to the owner.
● "Anemomaster" is a nickname. This is Anemometer on
top of binary log analysis instead of slow log, analyzing
number of executions instead of total run time.
● Also writing all DMLs to graphite.

Shlomi Noach
Percona Live 2014
Anemomaster
● Pinpointing count executions of a specific UPDATE query
● This query is owned by a known team.

Shlomi Noach
Percona Live 2014
Anemomaster Host
Anemomaster@Outbrain,
behindthescenes
MySQL
Master
Binary
log
MySQL
Slave
pt-query-digestRelay
log
MySQL
Master
Binary
log
MySQL
Slave
pt-query-digest
Relay
log
Binary
log
Web
interface

Shlomi Noach
Percona Live 2014
Anemomaster,
processingthebinarylogs
/usr/bin/mysql -umy_user -pmy_password -e 'flush relay logsG;'
sleep 1
binlog_file=$(ls -tr /path/to/mysql/mysqld-relay-bin.[0-9]* | tail -n 2
| head -n 1)
mysqlbinlog $binlog_file | /usr/bin/pt-query-digest
--type binlog --order-by Query_time:cnt --group-by fingerprint
--limit 100
--review h=myhost,D=anemomaster,t=global_query_review
--history h=myhost,D=anemomaster,t=global_query_review_history
--filter=" $event->{Bytes} = length($event->{arg}) and $event-
>{hostname}="$(hostname)" and $event->{clustername}="$
{clustername}" and $event->{host}="n/a" "
--no-report
● Actually processing the relay logs on slaves
● Assumes SBR, work in progress for RBR

Shlomi Noach
Percona Live 2014
Anemomaster,
writingtographite
query=" select ... "
mysql anemomaster --silent --silent --raw -e "$query" | while IFS=$'t' read -r -a
result_values
do
fingerprint_cluster=${result_values[0]} ;
fingerprint_count=${result_values[1]} ;
fingerprint_query=${result_values[2]} ;
fingerprint_query=$(echo $fingerprint_query | sed -r -e "s/^(-- .*)]//g")
fingerprint_query=$(echo $fingerprint_query | tr 'n' ' ' | tr 'r' ' ' | tr 't' ' ')
fingerprint_query=${fingerprint_query%%(*}
fingerprint_query=${fingerprint_query%%,*}
fingerprint_query=${fingerprint_query%% set *}
fingerprint_query=${fingerprint_query%% SET *}
fingerprint_query=${fingerprint_query%% where *}
fingerprint_query=${fingerprint_query%% WHERE *}
fingerprint_query=${fingerprint_query%% join *}
fingerprint_query=${fingerprint_query%% JOIN *}
fingerprint_query=${fingerprint_query%% using *}
fingerprint_query=${fingerprint_query%% USING *}
fingerprint_query=${fingerprint_query%% select *}
fingerprint_query=${fingerprint_query%% SELECT *}
fingerprint_query=$(echo $fingerprint_query | tr -d "`")
fingerprint_query=$(echo $fingerprint_query | tr -d "*")
fingerprint_query=$(echo $fingerprint_query | tr " " "_")
fingerprint_query=$(echo $fingerprint_query | tr "." "__")
echo "data.mysql.${fingerprint_cluster}.mysql_dml.${fingerprint_query}.count
${fingerprint_count} $unixtime" | nc -w 1 graphite 3003
done

Shlomi Noach
Percona Live 2014
audit_login:aloginauditingplugin
● Auditing every single login to our databases
○ Keeping track of connects per minute, find problems
○ Detecting unused accounts
○ Detecting failed connects, taking action
○ Detecting naughty scripts executed by developers
(haha, got your IP!)
○ And, well, auditing for the record

Shlomi Noach
Percona Live 2014
audit_login,output
{"ts":"2013-09-11
09:11:47","type":"successful_login","myhost":"gromit03","thread":"74153868",
"user":"web_user","priv_user":"web_user","host":"web-
87.localdomain","ip":"10.0.0.87"}
{"ts":"2013-09-11
09:11:55","type":"failed_login","myhost":"gromit03","thread":"74153869","use
r":"backup_user","priv_user":"","host":"web-32","ip":"10.0.0.32"}
{"ts":"2013-09-11
09:11:57","type":"failed_login","myhost":"gromit03","thread":"74153870","use
r":"backup_user","priv_user":"","host":"web-32","ip":"10.0.0.32"}
{"ts":"2013-09-11
"user":"root","priv_user":"root","host":"localhost","ip":"10.0.0.111"}
{"ts":"2013-09-11
"user":"web_user","priv_user":"web_user","host":"web-
11.localdomain","ip":"10.0.0.11"}

Shlomi Noach
Percona Live 2014
logstash
read, transform, write
Kibana
Searchable via Lucene
audit_login@Outbrain,
behindthescenes
MySQL
Master
audit
log
MySQL
Master
audit
log
MySQL
Master
audit
log
audit meta log
grep-able like
mama used to make

Shlomi Noach
Percona Live 2014
audit_login,logstash
input {
file {
type => "mysql_audit_login"
format => "json"
sincedb_path => "/var/cache/logstash/.since_audit_login_log"
sincedb_write_interval => 1
path => [ "/path/to/audit_login.log" ]
}
}
filter {
grep {
match => [ "user", "monitoring_user" ]
negate => true
}
grep {
match => [ "user", "heartbeat_user" ]
negate => true
}

Shlomi Noach
Percona Live 2014
audit_login,logstash
output {
rabbitmq {
host => "my.rmq.host"
user => "logstash_user"
password => "logstash_password"
exchange => "logstash.out"
exchange_type => "fanout"
}
}
output {
tcp {
mode => "client"
host => "my.logstash.aggregator"
port => "23307"
message_format => "%{timestamp},%{type},%{myhost},%{thread},%
{user},%{priv_user},%{host},%{ip}"
}
}

Shlomi Noach
Percona Live 2014
audit_loginKibana@Outbrain
user:webapp AND myhost:east1 AND type:failed_login

Shlomi Noach
Percona Live 2014
Actionability
● Can developers actually have controlled/automated
actions on the database?
● Such that everyone, including DBA/Ops, have visibility
into?
● Solving the above gives developers greater ownership
over their domain, even within the database server.

Shlomi Noach
Percona Live 2014
Schema&datadeployments
● Who controls the database schema design?
○ Ops? Is schema design within their domain?
○ DBA? Expert about schema design, but is the DBA an
expert about the business domain?
○ Developers? Do they understand indexing?
● With many dozens of engineers, we can't have the DBA be
the single mutex for any schema change.
● But the DBA must know what's going on.

Shlomi Noach
Percona Live 2014
Hive
Meta
Hive
Meta
MySQL&Hiveservers@Outbrain
Slave
MySQL
Slave
Slave
DWH
Slave
Slave
Meta
Slave Hive
Hive Hive
Hive
Hive
Hive Hive
Hive
Hive Hive
Hive
Hive
Hive Hive
MySQL
build
server
MySQL
build
server
MySQL
unit
tests
MySQL
dev/sim
MySQL
dev/sim
MySQL
dev/sim
MySQL
dev/sim
MySQL
build
server
MySQL
build
server

Shlomi Noach
Percona Live 2014
Databaseservers@Outbrain
● Multiple servers
● Multiple roles (OLTP, OLAP, Meta, Hive, others)
● Multiple environments (dev, QA, Build, Production)
● Multiple types (MySQL, Hive)
● Multiple engineers who want to deploy to them all. How
and where does a developer issue a CREATE TABLE?

Shlomi Noach
Percona Live 2014
Where&howtoCREATETABLE?
● Not on all servers, since the table is irrelevant to some
(e.g. relevant to OLTP, not to DWH). Who keeps track?
● Shall the developer work them out one by one? Maybe a
shell script?
○ Does the developer know all the credentials on all the
servers?
● What if some deployment goes wrong? (Table already
there; server cannot be accessed)
○ Who keeps track and retries/fixes?
○ Do you know who did what, when & where?

Shlomi Noach
Percona Live 2014
Arealldatabasesequal?
● We use different schema names on our test servers than
we do on production
○ Who keeps record?
● We have services which use multiple schemas, all with
exact same structure. Changes must apply on all schemas.
○ We've just multiplied the number of deployments for
our CREATE TABLE statement.
● Different ports, different credentials, different
FEDERATED/CONNECT targets...

Shlomi Noach
Percona Live 2014
Existingschemadeploymenttools
● Some excellent open source solutions. Notable are
Liquibase & flywaydb
● However we found them to be unsuitable to our needs
○ Both linear
○ Multitenancy not easy to achieve
○ Mathematically sound, but reality isn't mathematically
sound.
○ Require a lot of management to achieve visibility and
ownership
● Some Windows-Desktop apps around. Ahem.

Shlomi Noach
Percona Live 2014
Propagator
● Eventually we developed our own, "multi-everything"
solution
● Propagator provides ownership, action-ability and
visibility
● Developers specify what they want to execute, and for
which database role
● Propagator infers the hosts, the schema/query
transformations and awaits your approval.

Shlomi Noach
Percona Live 2014
Propagator:submitascriptfor
deployment

Shlomi Noach
Percona Live 2014
Propagatoraction-ability,visibility&
ownership
● Deployments are fully audited. Any failure is accounted
for.
● Propagator tells you who did what, when and on which
host. Also encourages "why".
● Engineers do most of the work with no intervention by
DBA or ops
● DBA has control
over deployments.
Can retry, restart,
selectively skip or
issue partial
queries...

Shlomi Noach
Percona Live 2014
Propagator:historyvisibility

Shlomi Noach
Percona Live 2014
Propagator:visibility&ownership
● The DBA may review deployments history
● Has immediate feedback on anything that went wrong
● Can most of the time figure out by herself why that went
wrong and rerun the deployment
● Otherwise knows who to contact
● Commenting and tagging enhance visibility
● Typical scenario: developer is new, unsure what went
wrong (this can be considered as a bug, actually)
● Next typical scenario: developer is experienced.
Everything works.

Shlomi Noach
Percona Live 2014
Propagator:stillmuchTODO
● Propagator has been in production at Outbrain for a few
months now, and it gets the job done.
● But still TODO:
○ More feedback automation
○ Email alerts
○ Two-phase approval
○ Online schema changes integration
○ SVN integration
○ Maven integration
○ Cassandra

Shlomi Noach
Percona Live 2014
Dataretention
● If disk space runs out, who gets the alert?
○ Ops? Sure, they can add some disk space (volume
group free space; spare disks on shelf). But only to up
to some point.
● Time for data retention. Ideally, we would store data
forever. Reality is not ideal.
○ Who is the owner of retention? If I want to drop a
partition, who do I approve this with?
○ Can this be more visible?
● Are you doing data retention via shell/Perl scripts? Are
these tested, audited, controlled?

Shlomi Noach
Percona Live 2014
Dataretentionautomation:Gardien
● An Outbrain internal service automating data retention
○ Currently works on Hive/HDFS; MySQL in the works
● Every partitioned table is owned by a person or group
● Gardien knows the business demands:
○ Rolls new partitions, knows partition scope
○ Drops old partitions, has retention policy
● Has a web interface, controlled by the business/engineers
● Provides visibility to all, actionability to owners

Shlomi Noach
Percona Live 2014
Gardiendashboard
● Create rules (partitions), edit, remove
● Visible and audited

Shlomi Noach
Percona Live 2014
It'snighttime
Beep

Shlomi Noach
Percona Live 2014
Being'nice'tothedatabase
Workinprogress
● Are you happy now that you've made
your engineers all-powerful?
● Can you sleep well at night?
● No, really. What haunts your dreams?
● Darn. It's PagerDuty alert. Beep
● Apparently all the slaves are lagging.
● An engineer someone issued too many INSERTs

Shlomi Noach
Percona Live 2014
Being'nice'tothedatabase
Workinprogress
● How do you protect your database against
malfunctioning/abusing services?
● How do you define/detect/respond to an event where
your master is flooded with DMLs, and slaves just can't
keep up?

Shlomi Noach
Percona Live 2014
What'syourslaves'servingcapacity?
PerDC?Perservice?
MySQL
Master
Slave
Lagging
Slave
Slave
Lagging
Slave
Lagging
Slave
Lagging
Slave

Shlomi Noach
Percona Live 2014
Visibility:servingcapacity
● We measure current serving capacity and make this value
visible
● Not only to graphite/alerts. Also visible to any of our
services.
● Our services can be nice to the database by self-throttling
access or postponing tasks.

Shlomi Noach
Percona Live 2014
Slave
Visibility:servingcapacity,
Flow
Slave
Lagging
Slave
Slave
Lagging
Slave
Outbrain
service
Zookeeper
Zookeeper
Zookeeper
Slave
Availability
detector
service
Reads
status
Writes
summary
status
Consults
status,
connects
to DB

Shlomi Noach
Percona Live 2014
Forcingservicestobe'nice',
WorkinProgress
● A connection pool proxy
● Proxy consults availability status
● Throttles connections based on availability
Outbrain
service
Zookeeper
Zookeeper
Zookeeper
MySQL
cluster
Consults status,
approves/throttles
connection
Proxy
Attempts to get a connection

Shlomi Noach
Percona Live 2014
Contributions
● We love open source and heavily rely on open source
solutions.
● We try to contribute back in form of patches, bug reports
and subscribing for commercial support for open source
projects.
● Some code we have open sourced:
○ Onering: https://github.com/outbrain/onering
○ Graphitus: https://github.com/ezbz/graphitus
○ Propagator: https://github.com/outbrain/propagator
○ audit_login: https://github.com/outbrain/audit_login

Shlomi Noach
Percona Live 2014
Thankyou!
Questions?

MySQL DevOps at Outbrain

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