Sample
int-2ea8995eac5e-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.997 | 0–1; higher is more readable |
| Scalabrino | 0.643 | 0–1; higher is more readable |
| Dorn | 0.69 | 0–1; higher is more readable |
| Mi | 0.628 | 0–1; higher is more readable |
| LLOC | 5 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 19 | 0–20; mean of three runs |
| BTTF | 0.807 | 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. | 59 | +23.6 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 598.547 | −19.752 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.676 | −7.014 |
Intercept 8.87 + feature contributions = 5.704 (log-odds).
Score = sigmoid(5.704) = 0.997.
| Score | 0.643 |
|---|
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. | 57 | −0.982 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 103.967 | +0.873 |
| 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. | 103.983 | −0.739 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.024 | +0.708 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 58.81 | +0.412 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 23 | +0.058 |
Intercept 0.07 + feature contributions = 0.799 (log-odds).
Score = sigmoid(0.799) = 0.69.
| Score | 0.628 |
|---|
| Score | 5 |
|---|
Run 1
The code is highly readable. Structure is logical and interface methods are well-organized. Nesting is non-existent as it's an interface with flat default methods. Intent is crystal clear due to comprehensive Javadoc, good method naming, and clear use of @Nullable and @since annotations. Code length is concise—no unnecessary boilerplate. Action granularity is ideal: each default method has a single, clear action (returning a value or checking emptiness). Reading flow is natural, with methods ordered logically and documentation providing necessary context without redundancy. Minor deductions only because the extensive Javadoc, while beneficial, adds verbosity and the 'hasCacheOperations' method's inversion (checking emptiness) could be slightly more direct.
Run 2
The code is highly readable due to its clean interface design and excellent documentation. The structure is logical, with methods ordered by purpose and clear separation of concerns. Nesting is non-existent since this is an interface with default methods. Intent is extremely clear through comprehensive Javadoc explaining when and why each method should be used. Code length is appropriate - each method is concise despite extensive documentation. Action granularity is perfect, with single-purpose methods and one action per line. Reading flow follows a natural progression from class-level checks to method-level checks to operation retrieval. The only minor deduction is that the Javadoc is quite verbose, which could slightly slow reading, but this is justified for framework APIs.
Run 3
The code is a well-structured interface with clear separation of concerns. It uses Javadoc extensively, explaining purpose, parameters, return values, and since-tags, which greatly aids clarity. Nesting is non-existent, keeping the structure flat. Intent is unambiguous: the interface defines a contract for sourcing cache operation metadata. The code length is appropriate for a documented API, with no unnecessary complexity. Each method performs a single logical action, and the default implementations are concise. Reading flow is natural, from class-level candidate checks to method-level operation retrieval. The only minor deduction is that the verbose Javadoc might slightly reduce scannability for readers already familiar with the API.
Run 1
Code Structure: The interface is logically organized, progressing from class candidacy to operation existence and retrieval. Nesting: Methods are flat, with no nested control flow. Clarity of intent: Descriptive names, explicit nullability annotations, and detailed Javadoc make the contract and default behavior clear. Code length: Implementation is minimal; documentation is somewhat verbose but useful for explaining introspection semantics. Action granularity: Each executable line performs a single focused action. Reading flow: Consistent formatting and method ordering support natural reading, though missing blank lines between package and import groups slightly reduce visual separation.
Run 2
Code Structure: A small, logically organized interface separates candidate filtering, operation detection, and operation retrieval. Nesting: The default methods are flat, with no nested control flow. Clarity of intent: Descriptive method names, nullable annotations, and thorough Javadoc make responsibilities and contracts clear. Code length: Executable code is concise; documentation is somewhat lengthy but explains important introspection behavior. Action granularity: Each default method contains a single return statement, and declarations remain distinct. Reading flow: Methods progress naturally from class-level filtering to method-level detection and retrieval. Minor readability drawbacks are the lack of spacing between package/import groups and the long final method declaration.
Run 3
Code Structure: The interface is logically organized, progressing from class candidacy to operation presence and retrieval. Nesting: Methods are flat, with no nested control flow. Clarity of intent: Descriptive names, explicit nullability annotations, and thorough Javadoc clearly explain the contract and default behavior. Code length: Implementations are minimal; documentation is somewhat verbose but provides useful API context. Action granularity: Each implementation contains a single return statement, and declarations are cleanly separated. Reading flow: Consistent formatting and method ordering make the code easy to follow. Minor drawbacks are the lack of spacing between package and import groups and a long retrieval-method declaration.