Code Is Not Text - How Graph Technologies Can Help Us to Understand Our Code Better

Code Is Not Text - How Graph Technologies Can Help Us to Understand Our Code Better

EuroPython Conference via YouTube Direct link

Intro

1 of 23

1 of 23

Intro

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Code Is Not Text - How Graph Technologies Can Help Us to Understand Our Code Better

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  1. 1 Intro
  2. 2 How we usually think about code
  3. 3 Our Journey
  4. 4 Graphs explained in 30 seconds
  5. 5 Graphs in Programming
  6. 6 Building the Code Graph
  7. 7 Storing the Graph: Merkle Trees
  8. 8 AST Example
  9. 9 Efficieny of this Approach
  10. 10 Querying & Navigation
  11. 11 Examples (contd.)
  12. 12 Example: Code Complexity The cyclomatic complexity is a quantitative measure of the number of linearly
  13. 13 Example: Flask
  14. 14 Exploring Dependencies in a Code Base
  15. 15 Pattern Matching: Text vs. Graphs
  16. 16 Example: Building a Code Checker
  17. 17 Adding an exception to the rule
  18. 18 Example: Diff from Django Project
  19. 19 Basic Problem: Tree Isomorphism (NP-complete!)
  20. 20 Similar Problem: Chemical Similarity Benzene
  21. 21 Applications
  22. 22 Example: Semantic Diff
  23. 23 Summary: Text vs. Graphs

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