ML for converting structured configs

[abitrolly]

Converting YAML from one CI/CD to another requires reading the docs and making mistakes. Similarity between formats.

• [ ] a set of examples for successful conversion (from/to pairs)
• [ ] algorithm to devise and store knowledge about conversion rules
  • [ ] devise diff, store the diff and the rule for the diff to apply
  • [ ] detect conflicts and try to resolve them by splitting previously known diff
  • [ ] devise a separate branch if conflict are not resolved
  • [ ] devise context for a branch
  • [ ] annotate why the branch was choosen

Ref:

• https://github.com/comby-tools/comby/issues/230 - discussion for Comby
• https://arxiv.org/abs/2006.03511 - FB DL approach for transpiling ASTs