Ansible at Scale. David Melamed Senior Research Engineer, CTO Office, CloudLock
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1 Ansible at Scale David Melamed Senior Research Engineer, CTO Office, CloudLock
2 Who is this guy?
3 Where is he working? Founded: 2011 Corporate Headquarters: Waltham, Mass. (U.S.A.) R&D Headquarters: Tel Aviv Employees: 140 (30 in TLV) Trusted by major brands: 157K APPS 10 M USERS 4B ACTIVITIES
4 01 Ansible main notions
5 What is Ansible? Open-source configuration automation tool Written in Python and easily extensible Agent less (only requires SSH / WinRM) Idempotent modules Ad hoc task execution Reusable list of tasks Code deployment
6 Inventory [webservers] WEB SERVERS DAEMON SERVERS FILE SERVERS VPC Static inventory COMPUTING CLUSTER [daemonservers] [vpc] webservers daemonservers
7 Task, play & playbook - name: check server is alive action: ping play - name: update app configuration action: copy src=myapp.conf dest=/etc/myapp/prod.conf... task playbook
8 Role - tasks main.yml - handlers main.yml - templates template.conf.j2 - files file1.txt - vars main.yml
9 Vault Put all secrets in one place Store secrets into git
10 02 Our requirements
11 CloudLock requirements Multiple environments (AIO vs. VPC, AWS vs. AppEngine) Multiple environment types (local / stage / prod) 10 different VPCs with different access levels VPCs with ~ 100 machines of several types Multiple small repos (python package) with dependencies Zero-downtime deployment as much as possible
12 Multiple stacks & environments Web server (Angular app) API server (Flask app) My laptop (OSX) Your laptop (Ubuntu) LOCAL Database (PostgreSQL or RDS) AIO in AWS Cache server (Redis or ElastiCache) Multi-tier env. in AWS STAGE Multi-tier env. in AWS PRE-PROD Message Queue (RabbitMQ) Multi-tier env. in AWS PROD
13 03 Ansible profiling
14 Profiling Ansible (1) Install callback plugin Other interesting plugins: Human-readable plugin Ansible-report
15 Profiling Ansible (2) PLAY [Deploy Ensure database and user] *************************** Thursday 15 October :51: (0:00:01.786) 0:00: ****** =============================================================================== TASK: [storage/postgresql-database Create Ensure database from database variable] *** Thursday 15 October :51: (0:00:00.011) 0:00: ****** ok: [sandbox] TASK: [storage/postgresql-database Create Ensure database user from database.user variable] *** Thursday 15 October :51: (0:00:00.163) 0:00: ****** ok: [sandbox] TASK: [storage/pgbouncer Start pgbouncer] *********************************** Thursday 15 October :51: (0:00:00.242) 0:00: ****** ok: [sandbox] TASK: [storage/pgbouncer Bump file descriptor limits] *********************** Thursday 15 October :51: (0:00:00.177) 0:00: ****** changed: [sandbox] => (item=hard) changed: [sandbox] => (item=soft)... PLAY RECAP ******************************************************************** module1 Install Ensure modules s module2 Install pgbouncer s module3 Install Clean/uninstall modules s module4 Install Ensure core installed s... Thursday 15 October :52: (0:00:00.023) 0:02: ****** =============================================================================== sandbox : ok=142 changed=82 unreachable=0 failed=0
16 04 Tips for scale support (faster & easier to maintain)
17 Factors impacting ansible speed SSH connection Facts gathering Tasks performed serially Redundant tasks
18 Improving SSH speed Persistent connection (default on for SSH) ControlMaster=auto ControlPersist=60s SSH pipelining (1 connection per task) Requires disabling requiretty
19 Ansible configuration Commit your ansible.cfg Control facts gathering (gathering) implicit (default) - always discover the facts explicit - use facts cache, not used unless defined in play smart - use facts cache, discover facts for new hosts Control the number of parallel processes (forks) default is 5 we use 25 SSH args / SSH pipelining
20 Inventory Make your ansible code environment agnostic Machine grouping by environment or by role type Hierarchical inventory Vault per environment Dynamic inventory for better cloud support Use dedicated machine to deploy (ansible-workstation)
21 CloudLock static inventory overview inventory/ ---- environments allinone beta demo dev dev qa qa group_vars allinone/ beta/ demo/ dev1/ dev2/ ---- qa1/ qa2/ + use of route53 for internal DNS
22 EC2 dynamic inventory Python script using boto List of instances + hostvars Use instance names or IPs Groups by instance tags, vpc, List cached "ec2": [ "52.", "52.", "52.", ], "tag_environment_prod": [ "52.", "52..", "54.." ], "tag_name_prod_bastion": [ "54." ], "tag_name_report_decryptor": [ "52.." ], "tag_name_devpi": [ "52.." ]
23 Playbooks Tasks executed synchronously Segment roles/groups to leverage parallel forks Use tags to add modularity (i.e. config, deploy ) Name each task Limit conditional execution in roles, put them in the playbooks instead
24 Tasks & Roles Make your role generic and simple Role should be decoupled from inventory Keep your configuration separate Tasks should be idempotent Use include for sub-roles Try to avoid redundant tasks (use AMI) Share handlers with a global role Avoid using command and shell and use appropriate modules instead - roles/ ci/ jenkins/ jobs/ monitor/ cloudwatch/ nagios/ platform/ base/ component-a/ component-b/ events/ setup/ teardown/ system/ web/
25 Vault Encrypt only what is necessary No way to merge 2 encrypted files Several tools to improve vault management
26 ansible-playbook vs ansible-pull Regular mode: connect to server and deploy Pull mode: pull from repo on remote and execute Syntax: ansible-pull -U git://github.com/repo.git -d DEST_DIR Example of cron install using ansible
27 CI for Ansible Test locally with vagrant / docker PR reviews (issue with vault changes) Jenkins job deploying to AIO + github hook Coming soon: unit tests (ansible-kitchen)
28 Ansible 1.9 vs. Ansible 2.0 Some breaking changes A lot of new cloud modules (i.e. ECS, VPC)
29 Results Before: deployment to VPC took several hours After: ~ 20 min for a full deployment
30 More about Ansible Awesome Ansible: com/jdauphant/awesome-ansible Ansible for DevOps
31 Cloudlock is looking for talents
32 Questions/feedback
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