Data analysis architecture series

[russHyde]

Plan for architecture series:

• [ ] project set-up
• [ ] version control
• [ ] package / library development
• [ ] environment management tools
  • over-the-top: docker
  • multilanguage: conda
  • single language: packrat, venv
• [ ] workflow management tools
  • multilanguage: CWL, snakemake, make
  • single language: workflowr
• [ ] reporting
  • rmarkdown, jupyter, gitlab notebooks
• [ ] visualisation
• [ ] data applications
• [ ] storage
• [ ] databases
• [ ] analysis toolkits