Sample
int-d5469be2b97b-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.83 | 0–1; higher is more readable |
| Dorn | 0.9 | 0–1; higher is more readable |
| Mi | 0.759 | 0–1; higher is more readable |
| LLOC | 2 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18 | 0–20; mean of three runs |
| GPT-6.1 Sol | 20 | 0–20; mean of three runs |
| BTTF | 0.78 | 0–1; higher is more readable |
Views
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Source linesThe number of non-empty source lines. | 27 | +10.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.721 | −7.081 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 118.593 | −3.914 |
Intercept 8.87 + feature contributions = 8.675 (log-odds).
Score = sigmoid(8.675) = 1.
| Score | 0.83 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.021 | +0.738 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 16 | +0.47 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 75.893 | +0.451 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 76 | +0.422 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 12 | −0.322 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 26.87 | −0.034 |
Intercept 0.07 + feature contributions = 2.192 (log-odds).
Score = sigmoid(2.192) = 0.9.
| Score | 0.759 |
|---|
| Score | 2 |
|---|
Run 1
This code is highly readable. The structure is logical, with a clear package declaration, imports, and a single interface definition. There is no nesting, making the code flat and easy to scan. The intent is unambiguous: the interface defines a contract for Spring test context bootstrapping. The code is concise, containing only two method declarations with proper Javadoc. Each method has a single, clear purpose per line, and reading flows naturally from the interface Javadoc to the method signatures. The only minor deductions are for the absence of explicit braces and the use of generic wildcards, which could slightly reduce clarity for novice readers, but overall this is exemplary code.
Run 2
The code is highly readable due to its simple, flat structure and clear purpose. It defines a small interface with only two methods, each documented with concise Javadoc explaining intent and return values. The organization is logical: package declaration, imports (none needed), interface declaration, and two method signatures. There is no nesting, making the code easy to scan. Action granularity is appropriate: each declaration or annotation occupies its own line, and Javadoc blocks are separated from code. The reading flow is natural, moving from class-level documentation to method details. Minor deductions: the Javadoc could include a bit more context about the interface's role, and the absence of a closing brace in the snippet (truncated) slightly breaks completeness. Overall, it exemplifies clean, maintainable interface design.
Run 3
The code is highly readable due to its clear structure and well-documented purpose. It defines a simple interface with two methods, each having Javadoc comments that explain the return values and guarantees (e.g., never null). The naming is descriptive, and the organization follows standard Java conventions. However, it is slightly verbose for such a small interface, with extensive comments that, while helpful, add length.
Run 1
Code Structure: A focused interface logically groups two related accessors. Nesting: No nested control flow or declarations complicate reading. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc and non-null return guarantees, clearly communicate purpose. Code length: Minimal declarations with proportionate documentation and no unnecessary implementation detail. Action granularity: Each method declaration occupies its own line and represents one responsibility. Reading flow: The package declaration, interface documentation, and individually documented methods follow a natural, conventional Java layout.
Run 2
Code Structure: A clearly organized interface groups two related accessor methods. Nesting: No nested logic; the interface body is flat. Clarity of intent: Descriptive names and Javadoc explain the interface's purpose, each accessor, and non-null return contracts. Code length: Concise declarations with proportionate documentation and no unnecessary implementation. Action granularity: Each method declaration occupies its own line and represents a single responsibility. Reading flow: Package declaration, interface documentation, and documented methods follow a conventional, natural order with consistent spacing.
Run 3
Code Structure: A focused interface logically groups two related accessors. Nesting: No nested control flow or complex declarations. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc and non-null return contracts, make the purpose clear. Code length: Minimal declarations with relevant documentation and no unnecessary implementation. Action granularity: Each method declaration occupies its own line and expresses a single responsibility. Reading flow: Package declaration, interface documentation, and consistently documented accessors follow a natural, conventional Java layout.