Software Development Analytics, an Introduction

Intro to the things done by Bitergia and to the topic of software development analytics. Presented at BBVA Data & Analytics.

Transcript

1. Software Development Analytics BBVA D&A Daniel Izquierdo, CDO dizquierdo@bitergia.com @dizquierdo speakerdeck.com/bitergia
2. /me GrimoireLab (CHAOSS Community) InnerSource Commons PhD in Free Software Engineering Founder of Bitergia, CDO
3. /bitergia Software Development Analytics for your peace of mind
4. /grimoirelab grimoirelab.github.io
5. Translate raw data into priceless info Focus on activity, community and process Not that big datasets! ~ Hundreds of GBs Deep context understanding /software development analytics
6. Starting from scratch
7. /from scratch Datasets are everywhere Overwhelming task What’s the right metric to use?
8. /why Awareness Lead a change Motivational actions
9. /what Activity Community Process Code Licenses
10. /how Method Strategy Infrastructure
11. So what? Steps
12. /perceval - retrieval $ perceval git “https://github.com/grimoirelab.perceval.git” { "Author": "Santiago Dueñas <sduenas@bitergia.com>", "AuthorDate": "Wed May 25 17:21:42 2016 +0200", "commit": "8c4f54b63ee136302c16ddec2ab2b604d2de9715", "files": [ {...
13. /enrichment Clean Massage Understand Enrich
14. /dashboard
15. Use Cases
16. /xen bottlenecks Looking for bottlenecks Slower and slower code review process They had some opinions from developers 8 Use cases were defined and implemented in a dashboard Xen Bottlenecks (Performance Panel)
17. /key developers Knowledge evolution Eg: From hidden knowledge to shared knowledge Eg: Who’s this developer working with? Areas of knowledge? Python Interpreter Analysis
18. /risk assessment Main players in a project Eg: Should we invest resources in this project? Eg: Main companies participating? Main players? Controlled areas of code? Symphony Foundation Git Panel
19. /timing From user stories to deployment Eg: How fast are we implementing requirements? Eg: How long does it take each of the phases of the development? Feature request -> backlog -> developing -> reviewing process -> CI -> entering into master -> more CI -> deployed in customer OPNFV Jira Timing Panel
20. Bonus Track
21. /bonus GrimoireLab: Tools for software development analytics https://grimoirelab.github.i o
22. /bonus GrimoireLab training https://www.gitbook.com/book/grimoirelab/training/details Managing InnerSource Projects https://www.gitbook.com/book/dicortazar/managing-inner-source-projects/details Deployment: code, pip, docker...
23. Summary
24. /summary From raw to priceless data Data to make decisions Strategy and Method Useful for Open and Inner Source Projects
25. Software Development Analytics BBVA D&A Daniel Izquierdo, CDO dizquierdo@bitergia.com @dizquierdo speakerdeck.com/bitergia