Sample
int-b568ad36b676-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.885 | 0–1; higher is more readable |
| Dorn | 0.27 | 0–1; higher is more readable |
| Mi | 0.468 | 0–1; higher is more readable |
| LLOC | 32 | 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 | 0.589 | 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. | 2148.942 | −70.915 |
| Source linesThe number of non-empty source lines. | 138 | +55.2 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.599 | −6.898 |
Intercept 8.87 + feature contributions = -13.743 (log-odds).
Score = sigmoid(-13.743) = 0.
| Score | 0.885 |
|---|
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. | 139 | −3.885 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 68 | +1.615 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 137.911 | +1.518 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 68 | −1.14 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 97.101 | +0.762 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.032 | +0.632 |
| 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. | 99.957 | −0.569 |
Intercept 0.07 + feature contributions = -0.996 (log-odds).
Score = sigmoid(-0.996) = 0.27.
| Score | 0.468 |
|---|
| Score | 32 |
|---|
Run 1
The code is highly readable. It has clear logical structure with fields, constructors, and methods well-organized, supported by meaningful Javadoc. Nesting is minimal and shallow; the escape method uses a small block that slightly affects flow but remains easy to follow. Intent is explicit through descriptive names, comments, and documentation. The code is concise without sacrificing clarity—each method performs a single focused action. Action granularity is appropriate, generally one logical step per line, and reading flow is natural. The only minor drawback is the extra enclosing block in the escape method, which adds slight visual clutter but is not confusing.
Run 2
The code is highly readable with clear structural organization, comprehensive Javadoc documentation, and logical separation of concerns. The class follows a clean constructor pattern with two overloaded implementations that maintain a flat, non-nested structure. Methods like `escape(String)` and `escape(char)` demonstrate excellent action granularity with one operation per line and minimal nesting depth. The intent is immediately clear through well-named methods and descriptive comments explaining performance optimizations and safe range logic. Code length is appropriate for the complexity of the escaping functionality, avoiding unnecessary verbosity while maintaining clarity. The reading flow progresses naturally from field declarations through constructors to core methods. Minor deductions stem from slightly dense expressions in the escape loop condition and the odd empty block in `escape(String)`, but these are negligible compared to the overall quality.
Run 3
The code is well-structured and logically organized, with clear separation of fields, constructors, and methods. Documentation comments thoroughly explain purpose and edge cases. Nesting is shallow, generally limited to one or two levels. Intent is clearly conveyed through meaningful names like 'replacementsLength', 'safeMin', and 'escapeUnsafe'. Length is appropriate for the complexity, though the constructors have slight parameter duplication. Action granularity is mostly one action per line, though the constructor contains a multi-step if-block. Reading flow is natural and the logic is easy to follow. Minor deductions: the @Nullable syntax can be visually noisy, and the performance comment before 'escape' slightly interrupts flow.
Run 1
Code Structure: Fields, constructors, and escaping methods are logically organized, with clear separation of responsibilities. Nesting: Generally shallow, although escape(String) introduces an unnecessary scope block and escape(char) uses a small nested conditional. Clarity of intent: Descriptive names and thorough documentation explain replacement precedence, safe ranges, and performance choices; the compound scan condition requires some attention. Code length: Implementation is concise, but constructor documentation repeats information and adds bulk. Action granularity: Statements generally perform one action per line, making initialization and control flow easy to follow. Reading flow: Consistent formatting, early returns, and method ordering support natural reading; the unusual nullable-array syntax and redundant scope block slightly interrupt it.
Run 2
Code Structure: Fields, constructors, and escaping methods are logically organized, with clear separation of responsibilities. Nesting: Generally shallow, although escape(String) contains an unnecessary scope block and escape(char) uses a small nested conditional. Clarity of intent: Descriptive names and comprehensive documentation explain replacement lookup, safe ranges, and subclass behavior; the compound escape condition requires modest attention. Code length: Implementation is concise, but repeated constructor documentation and extensive comments add some redundancy. Action granularity: Statements consistently perform one action per line, making state changes easy to follow. Reading flow: Constructor delegation and early returns create a natural progression from initialization to fast-path scanning and character handling. Minor formatting issues, the redundant block, and the unusual nullable-array annotation syntax slightly interrupt an otherwise clear reading experience.
Run 3
Code Structure: Fields, constructors, and escaping methods are logically organized with clear separation of responsibilities. Nesting: Generally shallow, though the extra scope block in escape(String) adds unnecessary indentation. Clarity of intent: Descriptive names and detailed documentation explain replacement precedence, safe ranges, and subclass behavior; the compound escape condition requires some attention. Code length: Implementation is concise, but constructor documentation repeats information and some field comments restate names. Action granularity: Statements consistently perform one action per line, making state changes easy to follow. Reading flow: Constructor delegation and early returns create a natural progression from initialization to fast-path scanning and character-level handling. Minor distractions include unusual nullable-array annotation syntax and a stale-looking naming TODO.