Sample
int-1adb08b86cb1-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.916 | 0–1; higher is more readable |
| Scalabrino | 0.891 | 0–1; higher is more readable |
| Dorn | 0.825 | 0–1; higher is more readable |
| Mi | 0.508 | 0–1; higher is more readable |
| LLOC | 1 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18 | 0–20; mean of three runs |
| GPT-6.1 Sol | 19 | 0–20; mean of three runs |
| BTTF | 0.732 | 0–1; higher is more readable |
Views
Loading feature diagnosis…
Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Source linesThe number of non-empty source lines. | 31 | +12.4 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 353.108 | −11.653 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.818 | −7.226 |
Intercept 8.87 + feature contributions = 2.391 (log-odds).
Score = sigmoid(2.391) = 0.916.
| Score | 0.891 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.026 | +0.685 |
| 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. | 77 | +0.404 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 69.906 | +0.323 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 14 | −0.253 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 32 | −0.097 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 30.718 | +0.02 |
Intercept 0.07 + feature contributions = 1.55 (log-odds).
Score = sigmoid(1.55) = 0.825.
| Score | 0.508 |
|---|
| Score | 1 |
|---|
Run 1
The code is a well-structured Spring interface with clear intent. It has minimal nesting (none), appropriate length for its purpose, and each parameter is on its own line for readability. The Javadoc provides comprehensive context about how to use the interface, including references to related classes. The package structure and imports are standard and organized. The annotation @Nullable is used consistently. The method signature is clean and logically ordered. Points deducted only because the Javadoc could be slightly more concise, and there is a minor formatting inconsistency with the parameter continuation indentation. Overall, this is exemplary interface design that follows Java conventions perfectly.
Run 2
This interface is highly readable. It has a clear, logical structure with an appropriate package declaration, one import, and a well-documented purpose via Javadoc. Nesting is non-existent, keeping the code flat. The intent is unambiguous: define a contract for customizing a WebTestClient.Builder. The code is concise, with no unnecessary methods or fields. Action granularity is irrelevant here as it is an interface definition, but the method signature is clearly laid out across multiple lines for readability. The reading flow is natural, guided by detailed Javadoc comments that explain the parameters and their purposes. Overall, it follows clean interface design patterns and maintains excellent documentation.
Run 3
The code is highly readable. It has a clean, logical structure with a single interface and well-organized imports. Nesting is minimal—only one method declaration with three clearly separated parameters. The intent is explicit through comprehensive Javadoc explaining purpose, parameters, and usage context. Code length is appropriate for a configuration contract; no unnecessary verbosity. Action granularity is one logical action per line (method signature, parameters alignment). Reading flow is natural: package declaration, imports, Javadoc overview, interface definition, method with descriptive documentation. The only minor deductions are the slightly long Javadoc (still justified for clarity) and parameter wrapping across lines, but both are standard Java practices and do not impede readability.
Run 1
Code Structure: A logically organized interface with imports, interface documentation, and one documented method. Nesting: Minimal, with no nested control flow. Clarity of intent: Descriptive names and Javadoc clearly explain the customization contract and each parameter; nullable annotations make optional inputs explicit. Code length: Concise and appropriate for a single-method interface, with useful rather than redundant documentation. Action granularity: One declaration, with parameters split across lines for readability; no combined actions. Reading flow: Natural progression from the interface's purpose to the method's usage and signature. Minor formatting improvements, such as separating the package declaration from imports with a blank line, would make it slightly easier to scan.
Run 2
Code Structure: A single, well-organized interface with imports, documentation, and one method. Nesting: Minimal, with no nested logic. Clarity of intent: Descriptive names, detailed Javadoc, and explicit nullability annotations clearly communicate the customization contract and parameter roles. Code length: Concise; documentation adds useful context rather than unnecessary verbosity. Action granularity: The method declaration and parameters are cleanly separated, with no combined actions. Reading flow: Natural progression from interface purpose to method usage and signature. Minor spacing improvements, such as blank lines after the package declaration and between import groups, would improve visual separation.
Run 3
Code Structure: A logically organized interface with a single, well-documented method and relevant imports. Nesting: No nested control flow; only the interface scope. Clarity of intent: Descriptive names, Javadoc, and nullable annotations clearly explain the customization contract and parameter roles. Code length: Concise, with documentation proportionate to the API's purpose. Action granularity: The single method declaration is cleanly split across lines, with one parameter per continuation line. Reading flow: Natural progression from package and imports to interface documentation and method contract. Minor formatting improvements, such as a blank line after the package declaration, would improve visual separation.