Sample
int-1d82d097dc9c-SRC
Unmodified source class
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.8 | 0–1; higher is more readable |
| Dorn | 0.75 | 0–1; higher is more readable |
| Mi | 0.044 | 0–1; higher is more readable |
| LLOC | 26 | 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 | 0.67 | 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. | 1063.548 | −35.097 |
| Source linesThe number of non-empty source lines. | 61 | +24.4 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.357 | −6.535 |
Intercept 8.87 + feature contributions = -8.362 (log-odds).
Score = sigmoid(-8.362) = 0.
| Score | 0.8 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| 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. | 118.968 | −1.374 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 55 | +1.165 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 62 | −1.159 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 119 | +1.116 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 60.9 | +0.441 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.052 | +0.439 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
Intercept 0.07 + feature contributions = 1.096 (log-odds).
Score = sigmoid(1.096) = 0.75.
| Score | 0.044 |
|---|
| Score | 26 |
|---|
Run 1
The code demonstrates strong readability through clear separation of concerns and logical structure. The class has a single responsibility managing io_uring ring buffers, with well-named fields and methods. Each method follows the single-responsibility principle with clear intent. The nesting is flat with only one level in the close() method for the closed check, which prevents unnecessary nesting. The code length is appropriate given the complexity of io_uring operations. Action granularity is excellent - each line performs one distinct operation. The reading flow is natural, with methods ordered logically (constructor, enable, getters, close). Comments provided in enable() explain non-obvious io_uring specific details, enhancing clarity without being excessive. Field name lengths are acceptable for domain-specific terminology. The close() method properly handles cleanup with clear sequential steps and good early return for idempotency. Minor improvement could be using more descriptive variable names like ioUringQueue instead of repeating the full class names, but this maintains consistency in a specialized domain context.
Run 2
The code is well-structured with clean separation of concerns and follows a logical organization. The RingBuffer class encapsulates related functionality cohesively, with clear field names and a simple constructor. Nesting is minimal, with only a single level in the close() method's guard clause. Intent is clearly expressed through descriptive method names, parameter names, and helpful comments explaining the non-obvious requirements (e.g., thread affinity for enable()). Code length is appropriate - neither bloated nor overly terse. Action granularity is well-managed: each statement performs one logical operation, though the Native.ioUringExit call spans multiple lines for readable parameter alignment. Reading flow is natural, progressing from construction to enablement to accessors to cleanup. The only minor deductions are for the somewhat verbose parameter names (ioUringSubmissionQueue repeated frequently) and the multi-line Native.ioUringExit call that could benefit from a parameter object. Overall, this code exhibits high readability with clear domain context.
Run 3
The code is generally well-structured and readable. It has a clear class definition with logical field organization, flat nesting, and concise methods. Naming is descriptive and intent is clear. Most methods perform a single action or a small, focused sequence of actions. The main readability drawbacks are the long method calls in close() and enable() with numerous arguments, which reduce clarity and increase cognitive load. Additionally, the comment in enable() is helpful but the repeated use of 'ioUring' prefixes makes lines verbose. Overall, the code is maintainable but could benefit from extracting complex native calls into helper methods or constants.
Run 1
Code Structure: Fields, constructor, lifecycle methods, and accessors are logically organized with clear responsibilities. Nesting: Almost entirely flat; close() uses a simple guard clause. Clarity of intent: Descriptive names and comments explain initialization and cleanup, though low-level native arguments require domain knowledge. The enable() documentation says 'same method' while its comment says 'same thread', introducing ambiguity. Code length: Compact, with little unnecessary code, although queue identifiers are verbose. Action granularity: Each statement performs a distinct action, and the long native call places each argument on its own line. Reading flow: Straightforward initialization, access, and cleanup sequences make the class easy to follow; the positional arguments in ioUringExit() slightly interrupt readability.
Run 2
Code Structure: Fields, constructor, lifecycle methods, and accessors are logically organized in a small, focused class. Nesting: Minimal nesting; close() uses an early return to keep cleanup flat. Clarity of intent: Descriptive queue names and comments explain initialization and cleanup, although fd() is abbreviated and enable() documentation confusingly says 'same method' while its comment says 'same thread.' Code length: Concise, with little unnecessary code; lengthy field names add some visual weight. Action granularity: Each statement performs one clear action, and the native cleanup call places each argument on its own line. Reading flow: Natural and consistent overall, though the eight-argument ioUringExit() call requires careful reading to distinguish similar low-level values.
Run 3
Code Structure: Fields, constructor, initialization, accessors, and cleanup are logically organized into focused methods. Nesting: Almost entirely flat; close() uses a simple guard clause. Clarity of intent: Descriptive queue names and lifecycle methods make the purpose clear, although native details require domain knowledge and the enable() documentation inconsistently says 'same method' rather than 'same thread'. Code length: Concise overall, with some verbose identifiers and a lengthy native cleanup argument list. Action granularity: Each statement performs one clear action, and the multiline native call is neatly formatted. Reading flow: Natural progression from construction to use and cleanup; repeated field prefixes and direct access to queue internals slightly increase reading effort.