Sample
int-2f7db9da14db-I06
Invert eligible conditions and exchange their branches
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.891 | 0–1; higher is more readable |
| Dorn | 0.84 | 0–1; higher is more readable |
| Mi | 0.868 | 0–1; higher is more readable |
| LLOC | 45 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 17.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 18 | 0–20; mean of three runs |
| BTTF | 0.655 | 0–1; higher is more readable |
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 2136.514 | −70.505 |
| Source linesThe number of non-empty source lines. | 112 | +44.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.366 | −6.55 |
Intercept 8.87 + feature contributions = -23.385 (log-odds).
Score = sigmoid(-23.385) = 0.
| Score | 0.891 |
|---|
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. | 113 | −2.965 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 88 | +2.307 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 111.675 | +1.151 |
| 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. | 75.982 | +0.447 |
| 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. | 67.956 | +0.292 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.101 | −0.039 |
Intercept 0.07 + feature contributions = 1.661 (log-odds).
Score = sigmoid(1.661) = 0.84.
| Score | 0.868 |
|---|
| Score | 45 |
|---|
Run 1
The code is highly readable. Structure is clear and logical: an abstract class with well-separated, grouped overrides. Nesting is flat, with only a minor two-level pattern in methods that delegate and return 'this'. Intent is explicit—the class wraps another ByteBuf and delegates reference counting, touch, and buffer operations, with naming like 'refCnt0' and 'isAccessible0' indicating internal hooks. Code length is concise; methods are short and avoid redundancy since public final methods delegate to protected/package-private templates. Action granularity is mostly one action per line, though some single-expression bodies avoid unnecessary blocks. Reading flow is natural, grouping related methods (accessibility, ref-counting, buffer metadata) and maintaining consistent delegation patterns. Minor improvements could include reducing redundant delegate methods or clarifying the deprecated nature, but overall it is highly readable.
Run 2
The code is highly readable. It has a clear, logical structure as an abstract wrapper for ByteBuf, with methods organized around reference-counting and buffer operations. Nesting is minimal (one level), and each action is on its own line, improving clarity. Delegation through unwrap() is consistent and unambiguous, making intent clear. The code is concise with no unnecessary length. The pattern of final public methods delegating to overridable `*0()` methods is straightforward and aids reading flow. Although some methods may seem repetitive, they follow a consistent template that enhances comprehension.
Run 3
The code is highly readable due to its clear structure, flat nesting, and consistent delegation pattern. Each public method delegates to a corresponding package-private `0`-suffixed method, which then calls `unwrap()` and returns `this` or the delegate's result, making intent obvious. The class is focused, with one action per line and minimal complexity. The use of `final` on public methods and the deprecated annotation are appropriate. Although the delegation adds some boilerplate, it is necessary for overriding flexibility and remains concise. The natural grouping of lifecycle methods (refCnt, retain, touch, release) followed by buffer property methods follows a logical reading flow. Minor deductions stem from the slightly repetitive method pairs, which could be seen as unnecessarily long, but they enhance clarity and maintainability. Overall, this code is very maintainable and clear.
Run 1
Code Structure: Methods are logically grouped, with consistent delegation patterns and adjacent overloads. Nesting: There is no nested control flow; all methods are flat and easy to scan. Clarity of intent: The class documentation and descriptive public method names clearly convey its wrapper role, though the rationale for intermediate methods with a '0' suffix is unexplained. Code length: Individual methods are concise, but repeated forwarding layers add boilerplate and slightly increase reading effort. Action granularity: Each statement performs one action, with delegation and returning this clearly separated. Reading flow: Consistent formatting, annotations, and method ordering support natural reading, although tracing public methods through helper methods to unwrap() adds minor indirection.
Run 2
Code Structure: Logically organized as a wrapper base class, with related overloads and delegation helpers grouped together. Nesting: Flat methods with no nested control flow make scanning easy. Clarity of intent: Class documentation, standard method names, and consistent unwrap() delegation clearly communicate purpose; the rationale for the extra methods suffixed with 0 is not explained. Code length: Methods are concise, although repeated forwarding layers increase overall length. Action granularity: Each statement performs one clear action, with delegation and returning this separated appropriately. Reading flow: Consistent formatting and predictable method patterns create a natural flow, slightly interrupted by repetitive public-method-to-helper indirection.
Run 3
Code Structure: Logically organized into small methods, with related overloads and delegation helpers adjacent. Nesting: Completely flat, with no nested control flow. Clarity of intent: The class documentation and consistent unwrap() calls clearly communicate its wrapper role; however, helper names ending in 0 and the rationale for the extra delegation layer are not explained. Code length: Methods are concise, though repetitive forwarding methods add length and indirection. Action granularity: Each statement performs one action, and mutation followed by returning this is clearly separated. Reading flow: Consistent formatting, annotations, and predictable method patterns make the code easy to scan, with minor interruptions from switching between public entry points and package-private helpers.