Sample
int-41f4e49de0ce-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.986 | 0–1; higher is more readable |
| Dorn | 0.835 | 0–1; higher is more readable |
| Mi | 0.831 | 0–1; higher is more readable |
| LLOC | 9 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 19 | 0–20; mean of three runs |
| GPT-6.1 Sol | 20 | 0–20; mean of three runs |
| BTTF | 0.709 | 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. | 49 | +19.6 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 280.461 | −9.255 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.795 | −7.192 |
Intercept 8.87 + feature contributions = 12.022 (log-odds).
Score = sigmoid(12.022) = 1.
| Score | 0.986 |
|---|
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. | 46 | −0.592 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.036 | +0.59 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 82.94 | +0.534 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 48.595 | +0.269 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 27 | +0.197 |
| 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. | 82.94 | +0.152 |
Intercept 0.07 + feature contributions = 1.618 (log-odds).
Score = sigmoid(1.618) = 0.835.
| Score | 0.831 |
|---|
| Score | 9 |
|---|
Run 1
This code is exceptionally readable. It defines a clear, single-purpose interface with well-named methods and comprehensive Javadoc. The structure is logical, moving from general lifecycle methods to specific context event notifications. Nesting is non-existent, contributing to a flat, easily scannable layout. Intent is unambiguous; each method name (onRefresh, onRestart, onPause, onClose) clearly describes its trigger and aligns with its one-line body. Code length is minimal yet complete, with no redundancy. Each action (stop() or start()) is on its own line, promoting clarity. The reading flow is natural, mirroring the likely lifecycle sequence: refresh, restart, pause, close. The use of default methods provides sensible default behavior while allowing customization, and documentation concisely explains each method's purpose and links to relevant context methods.
Run 2
The code is highly readable due to its clean, logical structure and consistent formatting. It defines a single interface with four default methods, each handling a distinct lifecycle event (refresh, restart, pause, close). Nesting is completely flat — there are no control structures or nested blocks. Each method contains at most two actions (e.g., stop() then start()), and lines are short with clear intent. Javadoc comments explain the purpose and context of each method, including @since and @see references. The reading flow is natural: imports, interface declaration, then methods ordered logically by lifecycle phase. The code is concise and avoids unnecessary complexity. Minor deduction only because the interface could have a class-level comment with slightly more detail, but overall it is exemplary in clarity, structure, and maintainability.
Run 3
The code is highly readable due to its clear structure, minimal nesting, and concise methods. Each method has a single, well-defined purpose (e.g., onRefresh starts, onClose stops). The use of default methods in an interface keeps the implementation short and focused. Javadoc comments provide clear intent and context for each lifecycle notification. Action granularity is excellent, with at most two simple method calls per method. The reading flow is natural, moving from refresh to restart, pause, and close. Minor deductions: missing @since tags on newer methods (onPause, onClose) and lack of method-level Javadoc for onRestart/onPause/onClose, though interface-level and method comments cover intent adequately.
Run 1
Code Structure: A small, logically organized interface groups lifecycle callbacks in a coherent order. Nesting: Methods are flat, with no conditionals or nested control flow. Clarity of intent: Descriptive method names and concise Javadoc clearly explain each callback, while the inherited start() and stop() operations make behavior explicit. Code length: Implementations are minimal, and documentation provides useful context without unnecessary verbosity. Action granularity: Each statement performs one action; onRestart() clearly separates stopping from starting. Reading flow: Consistent formatting and the refresh, restart, pause, close sequence make the code easy to scan and understand.
Run 2
Code Structure: A focused interface groups related lifecycle callbacks logically. Nesting: Methods have flat bodies with no conditional or loop nesting. Clarity of intent: Descriptive method names and concise Javadoc explain each callback; restart explicitly stops then starts components. Code length: The implementation is compact, with documentation adding useful context rather than unnecessary bulk. Action granularity: Each statement performs one lifecycle action on its own line. Reading flow: Consistent formatting and the refresh, restart, pause, and close ordering make the interface easy to scan and understand.
Run 3
Code Structure: A focused interface organizes lifecycle callbacks logically. Nesting: Methods are flat, with no conditional or loop nesting. Clarity of intent: Descriptive callback names and concise Javadoc clearly explain each operation; inheritance establishes the lifecycle contract. Code length: Implementations are minimal, and documentation adds useful context without unnecessary verbosity. Action granularity: Each statement performs one action, with restart explicitly separating stop and start. Reading flow: Consistent formatting and the refresh, restart, pause, close ordering make the interface easy to scan and understand.