AbsaOSS / AbsaOSS/pramen

Calculate and log stability metric for each operation

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#337 0 comentarios 0 reacciones 0 asignados Ver en GitHub
enhancement Pramen-Scala
Lenguaje dominante
Scala
Estrellas
31
Forks
4
Merge medio
1 d 10 min
PR fusionados (30 d)
4

Descripción

## Background
Stability metric is computed based on the number of input and output dependencies:
![Screenshot 2024-01-11 at 10 32 42](https://github.com/AbsaOSS/pramen/assets/4082463/5fcb719b-fb60-4d73-b0ce-73382f86d6db)
- `I` - number of input dependencies - the number of operations the selected operation depends on.
- `O` - output of dependencies - the number of operations the selected operation depends on.
- `S` - stability metric, where `0` maximum unstable (can be changed without affecting other components, and close to `1` is maximum stable, e.g. is harder to change since many other operations depend on it.

Once stability metrics are calculated, we can check if stable components depend on unstable components and give a note about it.

More on the topic: https://ericbackhage.net/clean-code/the-stable-dependencies-principle/
and https://medium.com/@endika_iglesias/how-to-calculate-the-stability-of-a-component-957bb66af3f7

## Feature
Calculate and log stability metric for each operation.

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