Sample
int-a14e3929a5d4-I02
Shorten method, parameter, and local names without collisions
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.995 | 0–1; higher is more readable |
| Dorn | 0.834 | 0–1; higher is more readable |
| Mi | 0.819 | 0–1; higher is more readable |
| LLOC | 9 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 15.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 16 | 0–20; mean of three runs |
| BTTF | 0.654 | 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. | 49 | +19.6 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 280.461 | −9.255 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.801 | −7.202 |
Intercept 8.87 + feature contributions = 12.013 (log-odds).
Score = sigmoid(12.013) = 1.
| Score | 0.995 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 46 | −0.592 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.037 | +0.583 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 82.94 | +0.534 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 48.833 | +0.273 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 27 | +0.197 |
| 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. | 82.88 | +0.155 |
Intercept 0.07 + feature contributions = 1.616 (log-odds).
Score = sigmoid(1.616) = 0.834.
| Score | 0.819 |
|---|
| Score | 9 |
|---|
Run 1
The code is well-structured as a Spring interface with clear Javadoc, demonstrating good organization, flat nesting, and concise methods. However, the method names 'on', 'on2', 'on3', 'on4' are ambiguous and severely undermine clarity of intent. These names suggest placeholder text rather than meaningful lifecycle phase identifiers (e.g., 'onRefresh', 'onClose'). While each method is simple and follows one-action-per-line where applicable, the reading flow suffers due to the cryptic naming. The code length is appropriate, and the overall structure is professional, but the naming convention prevents higher readability scores.
Run 2
The code is well-structured with a clear interface definition and organized Javadoc comments. Nesting is minimal, and each default method performs a single logical action or a simple sequence of actions. The intent is understandable—lifecycle processing hooks—but the method names 'on()', 'on2()', 'on3()', and 'on4()' are ambiguous and harm readability. These names do not convey their respective purposes (refresh, restart, pause, close) without reading the comments. Action granularity is good, with one action per line in multi-step methods. Reading flow is natural, moving from general interface declaration to specific methods. However, the repeated stop()/start() calls and generic numbering suggest potential for refactoring into more explicit method names, which would improve clarity and maintainability.
Run 3
The code is structurally clear and concise, with well-documented interface methods and flat nesting. However, the method names (on, on2, on3, on4) are ambiguous and fail to clearly express intent, significantly reducing readability. The naming pattern seems to be a placeholder but conveys no semantic meaning about what each lifecycle phase does. Action granularity is good—one action per line. Reading flow is natural due to simple default methods, but the unclear names disrupt understanding. While the code is short and well-organized, the poor naming choices prevent it from being highly readable.
Run 1
Code Structure: The interface is logically organized into separate lifecycle callbacks with consistent documentation. Nesting: Methods are flat, with no nested control flow. Clarity of intent: Javadoc explains each callback, but names such as on2, on3, and on4 are ambiguous and obscure the lifecycle events they represent; descriptive names would substantially improve readability. Code length: The code is concise, and documentation provides useful context rather than unnecessary detail. Action granularity: Each statement performs one action, and the restart callback clearly separates stopping from starting. Reading flow: Consistent formatting and the refresh, restart, pause, and close sequence make the code easy to follow, although understanding each method requires consulting its documentation.
Run 2
Code Structure: A well-organized interface separates lifecycle callbacks into small, documented methods. Nesting: Flat method bodies contain no conditionals or nested control flow. Clarity of intent: Javadoc explains each callback, but generic names such as on2, on3, and on4 obscure their purpose and require readers to consult documentation. Code length: Concise implementations and relevant comments avoid unnecessary complexity. Action granularity: Each statement performs one action; the restart callback clearly separates stopping and starting. Reading flow: Consistent formatting and a logical refresh–restart–pause–close sequence support easy reading, though indistinct method names hinder scanning and understanding at call sites.
Run 3
Code Structure: A well-organized interface groups related lifecycle callbacks, each documented. Nesting: Flat methods contain no conditional or nested logic. Clarity of intent: Javadocs explain each callback, but names such as on(), on2(), on3(), and on4() obscure lifecycle semantics and force readers to consult documentation. Code length: Concise implementations with proportionate documentation and no unnecessary complexity. Action granularity: Each statement performs one action; the restart callback clearly separates stopping and starting. Reading flow: Consistent formatting and a logical refresh-to-restart-to-pause-to-close sequence support easy scanning, though numbered method names weaken navigation and recognition.