aws-samples / amazon-sagemaker-credit-risk-prediction-explainability-bias-detection
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 3% duplication:
    • 1,198 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 40 duplicated lines
  • 1 duplicates
system3% (40 lines)
Duplication per Extension
py20% (40 lines)
Duplication per Component (primary)
inference/sklearn45% (20 lines)
processing23% (20 lines)
inference/xgboost0% (0 lines)
training0% (0 lines)
data0% (0 lines)
Longest Duplicates
The list of 1 longest duplicates.
See data for all 1 duplicate
Size#FoldersFilesLinesCode
20 x 2 inference/sklearn
processing
inference.py
preprocessor.py
15:34 (45%)
19:38 (23%)
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