Sample
int-dca37f0a919e-SRC
Unmodified source class
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 | 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 well-structured and highly readable. It follows a clear pattern of delegating operations to an underlying ByteBuf, with each public final method forwarding to a corresponding package-private '0' method. The naming convention (retain/retain0, touch/touch0) clearly separates the API from the implementation hook. Methods are short, focused, and have a single action per line. Nesting is minimal, and the overall flow is logical and consistent. Minor deductions: some duplicated code structure exists, but this is intentional due to final method semantics. Javadoc is sparse but sufficient for a deprecated abstract base class. Overall, this is easy to understand and maintain.
Run 2
The code is highly readable due to its clean, flat structure and clear intent. Each method delegates to the wrapped ByteBuf, with minimal nesting and consistent naming conventions. The use of final modifiers and the @Deprecated annotation adds clarity. Methods are concise, one action per line, and follow a natural reading flow. The separation between public final methods and internal (0-suffixed) methods is logical, though slightly repetitive, which is typical for delegating wrappers. Overall, the code is easy to understand and maintain.
Run 3
The code is well-structured, with clear separation of public final methods and internal overridable methods (e.g., isAccessible/isAccessible0). Nesting is minimal, and each method performs a single, clear action, contributing to strong action granularity. The intent—wrapping another ByteBuf and delegating reference counting, accessibility, and buffer operations—is explicit. The use of @Deprecated and Javadoc adds clarity. Code length is appropriate; though repetitive, the repetition is intentional and serves a clear pattern. Reading flow is natural, with related methods grouped logically. Minor deductions: the naming convention with '0' suffixes is slightly opaque, and the abstract class structure could be better documented for future maintainers. Overall, highly readable but not perfect.
Run 1
Code Structure: Methods are logically organized, with related overloads and delegation helpers adjacent. Nesting: Entirely flat, with no nested control flow. Clarity of intent: The class documentation and descriptive method names clearly communicate a wrapper that delegates to an underlying buffer. However, the purpose of the final-method/helper split and the '0' suffix is not explained. Code length: Individual methods are concise, though repeated delegation wrappers add boilerplate and indirection. Action granularity: Each statement performs one action, and delegation and returning this are cleanly separated. Reading flow: Consistent formatting and predictable method patterns make the code easy to scan, with minor interruptions from helper-method hops.
Run 2
Code Structure: Methods are logically grouped around accessibility, reference counting, and buffer operations, with consistent delegation patterns. Nesting: No nested control flow; all methods are flat and easy to scan. Clarity of intent: The class documentation and unwrap() calls clearly communicate its wrapper role, although the purpose of the additional '0' helper methods is not explained. Code length: Individual methods are concise, but repeated forwarding layers add some verbosity. Action granularity: Each statement performs a single action, with mutation and return statements cleanly separated. Reading flow: Consistent formatting, signatures, and override annotations support a natural top-to-bottom reading experience; helper indirection introduces minor navigation overhead.
Run 3
Code Structure: Methods are logically organized, with related overloads and delegation helpers adjacent. Nesting: There are no nested control structures; every method is flat and easy to scan. Clarity of intent: Documentation and consistent delegation to unwrap() clearly convey the wrapper role, although the '0' helper suffix and the need for separate final entry points are not explained. Code length: Methods are concise, but repeated entry-point/helper pairs add boilerplate and indirection. Action granularity: Each statement performs one action, with mutation and return statements cleanly separated. Reading flow: Consistent formatting and predictable patterns make reading natural, though following calls through helpers adds minor friction.