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danielfisher.com
Defensive Programming,
Daniel Fisher
Resilience Patterns &
Antifragility
danielfisher.com
I’m a technician & always concerned about bandwidth
So I ask you to send one packet instead of two
DANIEL
My name is
Any further questions? Just Ask!
danielfisher.com
software
I design, develop, deploy, teach, train, coach and speak
HTML5 & WEB, DATA ACCESS & PERFORMANCE,
SCALABLE & TESTABLE DESIGN, DISTRIBUTED SYSTEMS
& SERVICES, SECURITY & TRUST
lennybacon.com my blog url
@lennybacon my twitter handle
info@danielfisher.com my smtp
find my services at danielfisher.com
danielfisher.com
THAT IS ALL THAT I DEEPLY BELEVE IN
D I S C L A I M E R
IT FITS MY SHOES
IT MIGHT NOT FIT YOURS
THIS PRESENTATION CONTAINS MY
PERSONAL VIEW ON THE WORLD
IT IS BASED ON MY EXPERIENCE IN SOFTWARE DEVELOPMENT PROJECTS SINCE 1996
MOST THINGS I LEARNED FROM PAIN
OTHERS FROM MOMENTS OF GRACEFULNESS, BRAVENESS & SUCCESS
danielfisher.com
CHAPTER 1
Software Development: A world of fear
danielfisher.com
https://www.flickr.com/photos/38295844@N05/4980776534/
danielfisher.com
https://www.flickr.com/photos/pagedooley/2398572388/
danielfisher.com
http://www.city-data.com/forum/anchorage/692696-anchorage-here-we-come-finally.html
danielfisher.com
BOSS
danielfisher.com
“Office Space” by Mike Judge / Twentieth Century Fox Film Corporation
danielfisher.com
CHANGE
danielfisher.com
https://www.flickr.com/photos/bluedharma/89186151
danielfisher.com
https://www.flickr.com/photos/armydre2008/3144377781
danielfisher.com
RELEASE
danielfisher.com
Time
Change
Big…
Small…
danielfisher.com
“Fight Club” by David Fincher / Twentieth Century Fox Film Corporation
danielfisher.com
FAIL
danielfisher.com
https://www.flickr.com/photos/38403488@N08/5100179116
danielfisher.com
I have not failed!
I've just found
10,000 ways that
won't work …Thomas Edison
danielfisher.com
CHAPTER 2
Paranoia basics: Defensive programming
danielfisher.com
https://www.flickr.com/photos/ajahan/8413794849
danielfisher.com
Yoda Conditions
if (variable.Equals("literal"))
{
...
}
if ("literal".Equals(variable))
{
...
}
danielfisher.com
Check Collections for Null
var files = SomeApi.GetFileList();
if (files != null)
{
for (var i = 0; i < files.length; i++)
{
...
}
}
danielfisher.com
All classes are sealed by default
public class Class1
{
...
}
internal sealed class Class1
{
...
}
danielfisher.com
DDD Value Object Input Validation
public sealed class ZipCode
: IValueObject
{
public ZipCode(int value)
{
// Input validation!!!
Value = value;
}
public int Value { get; private set;}
}
danielfisher.com
CHAPTER 3
Advanced paranoia tactics: Robustness
danielfisher.com
CULTURE
IT’S ALL ABOUT
danielfisher.com
Finding Bugs is
good and mustn’t
be punished!
It makes code
less buggy!
danielfisher.com
Finding Bugs in
tests is even
better!
No customer will
even face them!
danielfisher.com
Try to break, burn,
shoot and drown
it together!
I call it
Breakstorming!
danielfisher.com
CHAPTER 4
Professional Paranoia: Resilience patterns
danielfisher.com
A distributed system
is one in which the failure
of a computer you didn't
even know existed can
render
your computer unusable
http://research.microsoft.com/en-us/um/people/lamport/pubs/distributed-system.txt
danielfisher.com
danielfisher.com
Topology changes
Networks fail
Latency varies by location
Bandwidth differs by location
Things get hacked
danielfisher.com
Servers get rebooted
Code has bugs
Other users might use it different
Failover means offline
Processing time varies by amount of data
Environments differ
File system is not always available
danielfisher.com
Life is not a
walk in the park.
neither is software!
danielfisher.com
Success is the ability
to go from one
failure to another
with no loss of
enthusiasm.
WinstonChurchill
danielfisher.com
Scale like a boss
Asynchronicity
No one waiting for an error
Bulkheads & Replays
Loose coupling for the win
But dare you forget the dead letters
No cascading failures and stack trace
danielfisher.com
BASE OVER ACID
Atomic, Consistent, Isolated and Durable
solutions are not a silver bullet.
Basic Availability, Soft-state and Eventual consistency work
better in most distributed scenarios.
BUT YOU MUST THINK DIFFERENT FOR BASE
Use a more relaxed consistency model to reduce coupling
Queues are as transactional as databases
danielfisher.com
Idempotency
Non-idempotency is complicated to handle
and increases coupling between participants.
stateless stateless stateless
THIS ALSO REQUIRES YOU TO THINK DIFFERENT
But in the end it is nothing more than divide and conquer with an eye on the results
Functional programming and
immutable types for the win.
danielfisher.com
Monitor & Audit
Measure to gain latency control and detect non-
timely responses before they time out.
Learn more about the life of your system to predict its behavior.
If you can’t debug, log is your friend
Respond to detected failures.
20% - 40% logging code
Auditing and Logging can even be party of your architecture
danielfisher.com
Retry Pattern
https://www.flickr.com/photos/st3f4n/143623217
danielfisher.com
Circuit Breaker Pattern
https://www.flickr.com/photos/qubodup/8278039181
danielfisher.com
Leader Election Pattern
http://moonbasetshirts.limitedrun.com/products/557785-palpatine-vader-2016
danielfisher.com
CompensatingTransaction Pattern
https://www.flickr.com/photos/susivinh/16341538221
danielfisher.com
CHAPTER 5
Things that gain from disorder: Antifragility
danielfisher.com
Nassim Nicholas Taleb wrote two interesting books
about how economical systems behave.
He focusses on what happens under
stress and on unexpected occurrences
of events.
The black swan
Antifragility
danielfisher.com
Antifragility
Resilience
Robustness
Fragile
Time
Value/Correctness/Stability/…
danielfisher.com
What Doesn't Kill You
Makes You Stronger
Every time something catastrophic
happens that you take on and survive…
… your team and you code becomes
Stronger, Better, Faster, More
danielfisher.com
Asymmetric information & options
An opportunity to cope with
the lack of knowledge
ST R AT E GY
Business, Architecture & Code
Long Term vs Short Term
Sustainability vs Reward
danielfisher.com
Thank you!
github.com/lennybacon my code
danielfisher.com my services
lennybacon.com my blog posts
@lennybacon my twitter handle
info@danielfisher.com my mail

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MD DevdDays 2016: Defensive programming, resilience patterns & antifragility

Notes de l'éditeur

  1. No NullReferenceException No accidential assignment
  2. No duplicate validation Trust that values are correct
  3. https://msdn.microsoft.com/en-us/library/dn589788.aspx
  4. https://msdn.microsoft.com/en-us/library/dn589784.aspx
  5. https://msdn.microsoft.com/en-us/library/dn568104.aspx
  6. https://msdn.microsoft.com/en-us/library/dn589804.aspx
  7. Thales of Milet and the olive press