yegor256/cam

DP series of metrics

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#242 opened on Mar 22, 2024

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Description

Let's introduce a new series of metrics:

  • DPBN (Design Pattern by Name) is either "Utility", "DTO", "Singleton", etc.
  • DPBC (Design Pattern by Code) is the same as DPBN, but decided according to the structure of the code, not the name

Maybe we should use Machine Learning in order to calculate this metric.

Contributor guide

Research direction
Explore existing design pattern detection algorithms and consider how to implement DPBN (based on naming) and DPBC (based on code structure) using static analysis or machine learning classifiers.
Tech stack
javashell
Domain
backenddatamachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Javamachine learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40