Hello all! The Velocity cadre grows as the agile admins spread out. I’m here with Chris, Larry, and Victor from Bazaarvoice and our new friends Kevin, Bob, and Morgan from Powerreviews which is now Bazaarvoice’s West Coast office; Peco is here with Charlie from Opnet, and James is here… with himself, from Mentor Graphics. Our old friends from National Instruments Robert, Eric, and Matt are here too. We have quite a Groupme going!
Chris, Peco, James and I were on the same flight, all went well and we ended up at Kabul for a meaty dinner to fortify us for the many iffy breakfasts and lunches to come. Sadly none of us got into the conference hotel so we were spread across the area. I’m in the Quality Inn Santa Clara, which is just fine so far (alas, the breakfast is skippable, unlike that place Peco and I always used to stay).
I’m sharing my notes in mildly cleaned up fashion – sorry if it gets incoherent, but this is partially for me and partially for you.
Now it’s time for the first session! Spoiler alert – it was really, really good and I strongly agree with large swaths of what he has to say. In retrospect I think this was the best session of Velocity. It combined high level guidance and tech tips with actionable guidelines. As a result I took an incredible number of notes. Strap in!
Scaling Typekit: Infrastructure for Startups
by Paul Hammond (@ph) of Typekit, Slides are here: paulhammond.org/2012/startup-infrastructure
Typekit does Web fonts as a service; they were acquired by Adobe early this year. The characteristics of a modern startup are extreme uncertainty and limited money. So this is basically an exercise in effective debt management.
Rule #1 – Don’t run out of money.
Your burn rate is likely # of people on the team * $10k because the people cost is the hugely predominant factor.
Rule #2 – Your time is valuable, Don’t waste it.
He notes the three kinds of startups – venture funded, bootstrapped, and big company internal. Sadly he’s not going to talk about big company internal startups, but heck, we did that already at National Instruments so fair enough! He does say in that case, leverage existing infrastructure unless it’s very bad, then spend effort on making it better instead of focusing on new product ideas. “Instead of you building a tiny beautiful cloud castle in the corner that gets ignored.” Ouch! The ex-NI’ers look ruefully at each other. Then he discussed startup end states, including acquisition. Most possible outcomes mean your startup infrastructure will go away at some point. So technical debt is OK, just like normal debt; it’s incurred for agility but like financial must be dealt with promptly.
Look for “excuses” to build the infrastructure you need (business and technical). He cites Small Batch Inc., which did a “How to start a company” conference first thing, forcing incorporation and bank accounts and liability insurance and all that, and then Wikirank, which was not “the product” but an excuse to get everyone working together and learn new tech and run a site as a throwaway before diving into a product. Typekit, in standard Lean Startup fashion, announced in a press release before there was anything to gauge interest, then a funding round, then 6 months later (of 4 people working full time) to get 1.0 out. Launching a startup is very hard. Do whatever you can to make it easier.
When they launched their stack was merb/datamapper/resque/mysql/redis/munin/pingdom/chef-solo/ubuntu/slicehost/dynect/edgecast/github/google apps/dropbox/campfire/skype/join.me/every project tracking tool ever.
Now about the tech stack and what worked/didn’t work.
- Merb is a Web framework like Rails. It got effectively end of lifed and merged into Ruby 3, and to this day they’re still struggling with the transition. Lesson: You will be stuck with your technology choices for a long time. Choose wisely.
- Datamapper – a Ruby ORM. Not as popular as ActiveRecord but still going. Launched on v0.9.11! Over the long term. many bugs. A 1.0 version came out but it has unknown changes, so they haven’t ported. The code that stores your data, you need 100% confidence in. Upgrading to Activerecord was easier because you could do both in parallel. Lesson: Keep up with upgrades. Once you’re a couple behind it’s over.
- Resque – queueing system for Ruby. They love it. Gearman is also a great choice. Lesson: You need a queue – start with one. Retrofitting makes things much harder.
- Data: MySQL/Redis (and Elasticsearch)
- MySQL: You have to trust your database like nothing else. You want battle tested, well understood infrastructure here. And scaling mySQL is a solved problem, just read Cal Henderson’s book.
- Redis: Redis doesn’t do much, which is why it’s awesome.
- Elasticsearch: Our search needs are small, and elastic search is easy to use.
- Lessons from their data tier: Choose your technology on what it does today, not promises of the future. They take a couple half hour downtimes a year for schema upgrades. You don’t need 99.999% availability yet as a startup. Sure, the Facebook/Yahoo/Google presentations about that are so tempting but you/re 4 guys, not them.
- Munin – monitoring, graphing, alerting. Now collected, nagios and custom code and they hate it.
- Pingdom is awesome. It’s the service of last resort.
- Pagerduty is also awesome. Makes sure you get woken up and you know who does.
- Papertrail is hosted syslog. “It’s not splunk but it’s good enough for our needs.” “But a syslog server is easy to run. Why use papertrail?” The tools around it are better than what they have time to build themselves. Hosted services are usually better and cheaper than what you can do yourself. If there’s one that does what you need, use it. If it costs less than $70/month buy without thinking about it, because the AWS instance to run whatever open source thingy you were going to use instead costs that much.
- #monitoringsucks shout-out! “I don’t know anyone who’s happy with their monitoring that doesn’t have 3-4 full time engineers working on it.” However, #monitoringsucks isn’t delivering. Every single little open source doohickey you use is something else to go wrong and something they all need to understand. Nothing is meeting small startups’ needs. A lot of the hosting ones too, they charge per metric or per host (or both) and that’s discouraging to a startup. You want to be capturing and graphing as much as you can.
- Chef – started with chef-solo and rsync; moved to Chef Hosted in 2011 and have been very happy with it.
- Ubuntu TLS 10.04. “I don’t thing any startup has ever failed because they picked the wrong Linux distribution.”
- Slicehost – loved it but then Rackspace shut it down, and the migration sucked – new IPs, hours of downtime. Migrated to Rackspace and EC2. Lots of people are going to bash cloud hosting later at the conference as a waste of money. Counterpoint – “Employees are the biggest cost to a startup.”
- Start with EC2, period, unless you’re an infra company or totally need super bare metal performance.
- But – credentials… use IAM to manage them. We use it at BV but it ends up causing a lot of problems too (“So you want your stuff in different IAM accounts to talk to each other like with VPC? Oh, well, not really supported…”) Never use the root credentials.
- Databases in the cloud. Ephemeral or EBS? Backups? They get a high memory instance, run everything in memory, and then stop worrying about disk IO. Sha za! Figure it out later.
- DynECT – Invisible and fine.
- Edgecast – cool. CDNs are not created equal, and they have different strengths in regions etc. If you don’t want to hassle with talking to someone on the phone, screw Akamai/Limelight/etc. If you’re not haggling you’re paying too much. But as a startup, you want click to start, credit card signup. Amazon Cloudfront, Fastly. For Typekit they needed high uptime and high performance as a critical part of the service. Story time, they had a massive issue with Edgecast as about.me was going live. See Designing for Disaster by Jeff Veen from Velocity Europe. Systems perform in unexpected ways as they grow. Things have unexpected scaling behavior. Know your escape plan for every infrastructure provider. That doesn’t have to be “immediate hot backup available,” just a plan.
- Github – using organizations.
- Google Apps – yay. Using Google App Engine for their status page to put it on different infrastructure. They use Stashboard, which we used at NI!
“Buy or build?”
Buy, unless nothing meets your needs. Then build. Or if it’s your core business and you’re eating your own dog food.
If it costs more than your annual salary, build it.
A third party provider having an outage is still YOUR problem. Still need a “sorry!” Write your update without naming your service provider. [You should take responsibility but that seems close to not being transparent to me. -Ed.] Anyway, buy or build option is “neither” if it’s not needed for the minimum viable product.
You’re not Facebook or Etsy with 100 engineers yet. You don’t need a highly scalable data store. A half hour outage is OK. You don’t need multi-vendor redundancy, you need a product someone cares about.
Rule #3 – Set up the infrastructure you need.
Rule #4 – Don’t set up infrastructure you don’t need.
Almost every performance problem has been on something they didn’t yet measure. All their scaling pain points were unexpected. You can’t plan for everything and the stuff you do plan for may be wasted.
Brain twister: He spent a week to write code to automatically bring up a front end Tomcat server in AWS if one of theirs crashes. That has never happened in years. Was that work worth while, does it really meet ROI?
Rule #5 – Don’t make future work for yourself.
There’s a difference between not doing something yet and deliberately setting yourself up for redo. People talk about “technical debt” but just as in finance, there’s judicious debt and then there’s payday loans. Optimize for change. Every time you grow 10x you’ll need to rewrite. Just make it easy to change.
“You ain’t gonna need it”
Everyone’s startup story:
- Find biggest problem
- Fix biggest problem
The story never reads like:
- Up front, plan and build infrastructure based on other companies
- Total success!
Minimum Viable Infrastructure for a Startup:
- Source control
- Configuration management
- External availability monitoring
So you really could get started with github orgs, rsync/bash, EC2, s3cmd, pingdom, then start improving from there. Well, he’s not really serious you should start that way, he wouldn’t start with rsync again. But he’s somewhat serious, in that you should really consider the minimum (but good) solution and not get too fancy before you ship.
Watch out for
- Black swans
- Vendor lockin
- Unsupported products
- Time wasting
Woot! This was a great session, everything from straight dope on specific techs, mistakes made and lessons learned, high level guidance with tangible rules of thumb.
Question and Answer Takeaways:
If you’re going to build, build and open source it to make the ecosystem better
Monitoring – none of them have a decent dashboard. Ganglia, nagios, munin UI sucks.
Discussion with Mike Rembetsy and other Etsyans about why JIRA and Confluence are ubiquitously used but people don’t like talking about it. His theory is that everyone has to hack them so bad that they don’t want to answer 100 questions about “how you made JIRA do that.”
Turning Operational Data Into Gold At Expedia
By Eddie Satterly, previously of Expedia and now with Splunk. This is starting off bad. I was hoping with Expedia having top billing it was going to be more of a real use case but we’re getting stock splunk vendor pitch.
Eddie Satterly was sr. director of arch at Expedia, now with splunk. They put 6 TB/day in splunk. Highlights:
- They built a sdk for cassandra data stores and archive specific splunks for long term retention to hadoop for batch analysis
- The big data integration really ramped up the TB/day
- They do external lookups – geo, ldap, etc.
- Puppet deploy of the agents/SCCM and gold images
- A lot of the tealeaf RUM/Omniture Web analytics stuff is being done in splunk now
- Zenoss integration but moving more to splunk there too
- Using the file integrity monitoring stuff
- Custom jobs for unusual volumes and “new errors”
Session was high on generalities; sadly I didn’t really come away with any new insights on splunk from it. Without the sales pitch it could have been a lightning talk.
11 Ways To Hack Puppet For Fun and Productivity
by Luke Kanies. I got here late but all I missed was a puppet overview. Slides on Slideshare.
- Puppet as you. It doesn’t have to run as root.
- Curl speaks. You can pull catalogs etc. easily, decouple see facts/pull catalog/run catalog/run report.
- Data, and lots of it. Catalogs, facts, reports.
- Static compiler. Refer to files with checksum instead of URL. And it reduces requests for additional files.
- config_version. Find out who made changes in this version.
- report processor.
Someone’s working on a puppet IDE called geppetto (eclipse based).
I don’t know much puppet yet, so most of this went right by me.
Develop and Test Configuration Management Scripts With Vagrant
By Mitchell Hashimoto from Kiip (@mitchellh). Slides on Speakerdeck.
Sure, you can bring up an ec2 instance and run chef and whatnot, but that gets repetitive. This tempts you to not do incremental systems development, because it takes time and work. So you just “set things up once” and start gathering cruft.
Maybe you have a magic setup script that gets your Macbook all up and running your new killer app. But it’s unlikely, and then it’s not like production. Requires maintenance, what about small changes… Bah. Or perhaps an uber-readme (read: Confluence wiki page). Naturally prone to intense user error. So, use Vagrant!
We’ll walk through the CLI, VM creation, provisioning, scripted config of vm, network, fs, and setup
Install Virtualbox and Vagrant – All that’s needed are vagrantfile and vagrant CLI
vagrantfile: Per project configuration, ruby DSL
CLI: vagrant <something> e.g “vagrant up”
vagrant box – set up base boxes. It’s just a single file. “vagrant box add name url”.
Go to vagrantbox.es for more base boxes. They’re big (It’s a vm…)
Project context. “vagrant init <boxtype>” will dump you a file.
“vagrant up” makes a private copy, doesn’t corrupt base box
vagrant up, status, reload, suspend (freeze), halt (shutdown), destroy (delete)
Provides shared folders, NFS to share files host to guest
Shared folder performance degrades with # of files, go to NFS
Provisioning – scripted instal packages, etc. It supports shell/puppet/chef and soon cfengine.
Use the same scripts as production. vagrant up does utp, but vagrant reload or provision does it in isolation
Networking – port forwarding, host-onlu
port forwarding exposes hosts on the guest via ports on the host, even to the outside.
Simple, over 1024 and open
host only makes a private net of VMs and your host. set IPs or even DHCP it. Beware of IP collisions.
bridge – get IPs from a real router. makes them real boxes, though bad networks won’t do it.
multi vm. Configure multiple VMs in one file and hook ’em up. In multi mode you can specify a target on each command to not have it do on all
vagrant package “burns a new AMI” off the current system.
package up installed software, use provisioners for config and managing services
Great for developing and testing chef/puppet/etc scripts. Use prod-quality ops scripts to set up dev env’s, QA. It brings you a nice standard workflow.
- other virtualization, vmware, ec2, kvm
- vagrant builder: ami creator
- any guest OS
End, Day One!
And we’re done with “Tutorial” day! The distinction between tutorials and other conference sessions is very weak and O’Reilly would do better to just do a three day conference and right-size people’s presentations – some, like the Typekit one, deserve to be this long. Others should be a normal conference session and some should be a lightning talk.
Then we went to the Ignites and James and I did Ignite slide karaoke where you have to talk to random slides. Check out the deck, I got slides 43-47 which were a bit of a tough row to hoe. I got to use my signature phrase “keep your pimp hand strong” however.