Sample
int-2d1199fa0b9c-I05
Rewrite eligible decimal integer literals in hexadecimal notation
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.046 | 0–1; higher is more readable |
| Scalabrino | 0.853 | 0–1; higher is more readable |
| Dorn | 0.766 | 0–1; higher is more readable |
| Mi | 0.382 | 0–1; higher is more readable |
| LLOC | 15 | 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 | 0.687 | 0–1; higher is more readable |
Views
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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. | 1135.35 | −37.467 |
| Source linesThe number of non-empty source lines. | 82 | +32.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.828 | −7.241 |
Intercept 8.87 + feature contributions = -3.038 (log-odds).
Score = sigmoid(-3.038) = 0.046.
| Score | 0.853 |
|---|
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. | 83 | −1.902 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 57 | +1.234 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 98.699 | +0.788 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 81.832 | +0.734 |
| 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. | 99.88 | −0.565 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.053 | +0.431 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
Intercept 0.07 + feature contributions = 1.188 (log-odds).
Score = sigmoid(1.188) = 0.766.
| Score | 0.382 |
|---|
| Score | 15 |
|---|
Run 1
The code is highly readable due to its logical structure and clear intent. The interface declaration is straightforward, with a concise yet informative Javadoc explaining the behavior and contract deviations. Method declarations are flat, with no nesting, and each method is presented on a single line, making the structure easy to scan. The use of @Override and @CanIgnoreReturnValue annotations is consistent, and the brief comments for each method clarify the intended use when return values are ignored. Imports are organized and limited. The code avoids unnecessary length, with only essential methods and documentation. Reading flow is natural, grouping related read methods logically. Overall, this is an exemplary implementation of a well-documented, minimal interface.
Run 2
The code is highly readable due to its clear structure and consistent formatting. The interface methods are logically grouped and each declaration is concise, adhering to one action per line. The javadoc provides explicit intent, especially regarding the behavioral difference from DataInput. Minimal nesting and a flat interface hierarchy contribute to easy scanning. Annotations like @CanIgnoreReturnValue are consistently applied with brief, helpful comments. The only minor drawback is the slight verbosity of repeated annotations, but this is justified and does not impede readability.
Run 3
The code is highly readable. It uses a clear logical structure with related methods grouped together, and the interface declaration is flat with no nesting. Each method is on a single line with a succinct annotation comment explaining the return value's purpose, enhancing clarity. The Javadoc provides a thorough yet concise explanation of the class's behavior and contract deviation. The use of @Override annotations and consistent formatting makes the intent unambiguous. Minor deductions could be for slightly verbose repetitive comments, but overall the code is clean, well-documented, and easy to scan.
Run 1
Code Structure: The interface is logically organized, with related read methods grouped in a familiar sequence. Nesting: The code is flat, with no nested control flow. Clarity of intent: Descriptive method names and class documentation clearly explain the purpose, exception behavior, and caller responsibilities; standard abbreviated parameters are slightly less explicit. Code length: Concise for an interface, though repeated annotations and similar comments add minor visual repetition. Action granularity: Each method declaration occupies its own line, with annotations clearly associated with it. Reading flow: Consistent spacing and formatting make scanning natural; the lack of separation between the package declaration and imports is a minor presentation issue.
Run 2
Code Structure: A well-organized interface with consistent method declarations and logical grouping of related reads. Nesting: Completely flat apart from the interface scope. Clarity of intent: The Javadoc clearly explains the purpose, exception behavior, and caller responsibilities; familiar DataInput method names reinforce intent, though abbreviated parameter names are less descriptive. Code length: Concise for the API it exposes; repeated annotations and comments add some visual noise but serve useful purposes. Action granularity: Each declaration occupies its own line, with no combined operations. Reading flow: Consistent spacing and annotation placement make the interface easy to scan, although blank lines separating the package and imports would improve the header.
Run 3
Code Structure: A well-organized interface with consistently formatted declarations and related methods grouped logically. Nesting: Flat, with no nested control flow. Clarity of intent: The Javadoc clearly explains the purpose, exception behavior, and caller responsibilities; familiar DataInput method names and annotations reinforce intent. Code length: Concise for the API exposed, though repeated annotations and skip comments add slight visual repetition. Action granularity: Each method declaration occupies its own line, with annotations clearly separated. Reading flow: Natural progression from bulk reads and skipping to primitive and string reads, aided by whitespace. Minor readability limitations include abbreviated parameter names and the lack of spacing between the package declaration and imports.