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Coding Dojo:
Data Munging
(without control structures)
Peter Kofler, ‘Code Cop’
@codecopkofler
www.code-cop.org
Copyright Peter Kofler, licensed under CC-BY.
Peter Kofler
• Ph.D. (Appl. Math.)
• Professional Software
Developer for 15+ years
• “fanatic about code quality”
• Freelance Code Mentor
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
I help development teams with
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
●
Professionalism
●
Quality and
Productivity
●
Continuous
Improvement
Mentoring
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
●
Pair Programming
●
Programming
Workshops
●
Deliberate
Practice, e.g.
Coding Dojos
Developing Quality
Software Developers
Dojo Structure
●
Introduction 15'
●
Coding 60'
●
Retrospective 15'
●
Break 15'
●
Coding 60'
●
Retrospective 15'
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Coding Dojo Mindset
●
Safe place outside
work
●
We are here to learn
●
Need to slow down
●
Focus on doing it right
●
Collaborative Game
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Coding Dojo Rules
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Pair Programming & TDD
●
regular Pair Programming
●
do not talk for too long
●
do not interrupt the other
●
no “keyboard hugging“
●
use TDD (or at least “sort of” TDD)
●
write a test before you write code
●
refactor mercilessly
●
no debugger
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Constraints
●
Challenges during a dojo or coderetreat
●
Moving to the extreme is a way of learning
●
Examples
●
Missing Tool (No Mouse, …)
●
Missing Feature (No IFs, …)
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Constraint: Complexity One
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Cyclomatic Complexity One
●
No conditional statements (if, switch, ?:)
●
No loops (for, while, loop, etc.)
●
Technically no control structures.
●
Use Optional or Maybe type.
●
Use higher order functions like map,
filter and reduce instead.
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Assignment Part 1
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Weather “Data Munging“
●
weather.dat contains daily weather
data for a month.
●
Find the day number (column one)
●
with the smallest temperature spread.
(Max temperature is second column,
min temperature is third column.)
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Prepare
●
Find a pair.
●
Choose a programming language.
●
Set up the environment.
●
Create new project.
●
Add testing framework.
●
Check part1/requirements.txt.
●
Implement Data Munging.
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Don't Focus on
Getting it Done.
F0cus on Doing
It Perfectly.
→Practice
Assignment Part 2
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Soccer “Data Munging“
●
football.dat contains the results
from the English Soccer League.
●
The columns 'F' and 'A' contain the total
number of goals scored for and against
each team.
●
Find the name of the team
●
with the smallest difference in 'for' (F)
and 'against' (A) goals.
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
→Practice
Assignment Part 3
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
DRY Fusion
●
Take the two programs written,
●
factor out as much common code as
possible,
●
leaving you with two smaller programs
●
and some kind of shared functionality.
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
→Practice
Closing Circle
●
What did you learn today?
●
What surprised you today?
●
What will you do
differently in the
future?
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
Peter Kofler
@codecopkofler
www.code-cop.org
Kata by
Dave Thomas
@pragdave
http://codekata.com/kata/kata04-data-munging/
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
CC Images
●
Bruce http://www.flickr.com/photos/sherpas428/4350620602/
●
pairing http://www.flickr.com/photos/dav/94735395/
●
agenda http://www.flickr.com/photos/24293932@N00/2752221871/
●
dojo http://www.flickr.com/photos/49715404@N00/3267627038/
●
rules http://www.flickr.com/photos/phunk/4188827473 x
●
maze https://www.flickr.com/photos/cyberslayer/952953634
●
weather https://www.flickr.com/photos/enki22/8255595370/
●
stadium https://www.flickr.com/photos/113417287@N08/13994724156/
●
DRY https://www.flickr.com/photos/draconianrain/896834248/
●
wants you http://www.flickr.com/photos/shutter/105497713/
PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY

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Coding Dojo: Data Munging (2016)

  • 1. Coding Dojo: Data Munging (without control structures) Peter Kofler, ‘Code Cop’ @codecopkofler www.code-cop.org Copyright Peter Kofler, licensed under CC-BY.
  • 2. Peter Kofler • Ph.D. (Appl. Math.) • Professional Software Developer for 15+ years • “fanatic about code quality” • Freelance Code Mentor PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 3. I help development teams with PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY ● Professionalism ● Quality and Productivity ● Continuous Improvement
  • 4. Mentoring PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY ● Pair Programming ● Programming Workshops ● Deliberate Practice, e.g. Coding Dojos
  • 6. Dojo Structure ● Introduction 15' ● Coding 60' ● Retrospective 15' ● Break 15' ● Coding 60' ● Retrospective 15' PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 7. Coding Dojo Mindset ● Safe place outside work ● We are here to learn ● Need to slow down ● Focus on doing it right ● Collaborative Game PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 8. Coding Dojo Rules PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 9. Pair Programming & TDD ● regular Pair Programming ● do not talk for too long ● do not interrupt the other ● no “keyboard hugging“ ● use TDD (or at least “sort of” TDD) ● write a test before you write code ● refactor mercilessly ● no debugger PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 10. Constraints ● Challenges during a dojo or coderetreat ● Moving to the extreme is a way of learning ● Examples ● Missing Tool (No Mouse, …) ● Missing Feature (No IFs, …) PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 11. Constraint: Complexity One PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 12. Cyclomatic Complexity One ● No conditional statements (if, switch, ?:) ● No loops (for, while, loop, etc.) ● Technically no control structures. ● Use Optional or Maybe type. ● Use higher order functions like map, filter and reduce instead. PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 13. Assignment Part 1 PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 14. Weather “Data Munging“ ● weather.dat contains daily weather data for a month. ● Find the day number (column one) ● with the smallest temperature spread. (Max temperature is second column, min temperature is third column.) PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 15. Prepare ● Find a pair. ● Choose a programming language. ● Set up the environment. ● Create new project. ● Add testing framework. ● Check part1/requirements.txt. ● Implement Data Munging. PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 16. Don't Focus on Getting it Done. F0cus on Doing It Perfectly.
  • 18. Assignment Part 2 PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 19. Soccer “Data Munging“ ● football.dat contains the results from the English Soccer League. ● The columns 'F' and 'A' contain the total number of goals scored for and against each team. ● Find the name of the team ● with the smallest difference in 'for' (F) and 'against' (A) goals. PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 21. Assignment Part 3 PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 22. DRY Fusion ● Take the two programs written, ● factor out as much common code as possible, ● leaving you with two smaller programs ● and some kind of shared functionality. PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 24. Closing Circle ● What did you learn today? ● What surprised you today? ● What will you do differently in the future? PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 25. Peter Kofler @codecopkofler www.code-cop.org Kata by Dave Thomas @pragdave http://codekata.com/kata/kata04-data-munging/ PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY
  • 26. CC Images ● Bruce http://www.flickr.com/photos/sherpas428/4350620602/ ● pairing http://www.flickr.com/photos/dav/94735395/ ● agenda http://www.flickr.com/photos/24293932@N00/2752221871/ ● dojo http://www.flickr.com/photos/49715404@N00/3267627038/ ● rules http://www.flickr.com/photos/phunk/4188827473 x ● maze https://www.flickr.com/photos/cyberslayer/952953634 ● weather https://www.flickr.com/photos/enki22/8255595370/ ● stadium https://www.flickr.com/photos/113417287@N08/13994724156/ ● DRY https://www.flickr.com/photos/draconianrain/896834248/ ● wants you http://www.flickr.com/photos/shutter/105497713/ PETER KOFLER, CODE-COP.ORG FANATIC ABOUT CODE QUALITY