Sample
int-71c1f554e7ee-I10
Remove about 40% of line-break groups while retaining structure
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.008 | 0–1; higher is more readable |
| Scalabrino | 0.904 | 0–1; higher is more readable |
| Dorn | 0.39 | 0–1; higher is more readable |
| Mi | 0.5 | 0–1; higher is more readable |
| LLOC | 27 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 9.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 15 | 0–20; mean of three runs |
| BTTF | 0.648 | 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. | 1427.996 | −47.124 |
| Source linesThe number of non-empty source lines. | 102 | +40.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.874 | −7.311 |
Intercept 8.87 + feature contributions = -4.765 (log-odds).
Score = sigmoid(-4.765) = 0.008.
| Score | 0.904 |
|---|
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. | 151.942 | −2.77 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 96 | −2.363 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 151.981 | +1.648 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 101.817 | +1.013 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 48 | +0.923 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.032 | +0.635 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
Intercept 0.07 + feature contributions = -0.446 (log-odds).
Score = sigmoid(-0.446) = 0.39.
| Score | 0.5 |
|---|
| Score | 27 |
|---|
Run 1
The code's logical organization is acceptable, but formatting severely damages readability. Class-level Javadoc and multiple methods are crammed onto single lines, forcing horizontal scrolling and disrupting natural reading flow. Some methods are collapsed into one line while others are expanded, creating inconsistency. Nesting is acceptable since this is a simple POJO, but clarity of intent suffers due to the visual disorganization. Action granularity is mixed: some lines contain multiple actions (e.g., Javadoc followed by method declaration), while others are appropriately granular. The code length itself is reasonable for a simple holder class, but the compressed formatting makes it feel unnecessarily dense. Reading flow is poor; the unnatural line breaks and merged comments/methods obscure the structure. While the underlying logic is sound, the presentation requires significant refactoring for readability.
Run 2
The code has logical intent but suffers from severe formatting issues that hurt readability. Several Javadoc comments and method declarations are placed on the same line as preceding code (e.g., '*/ public boolean isLazyInit()', '*/ public int getAutowireMode()'), breaking natural reading flow and making the structure feel tangled. While the class is essentially a simple POJO with flat nesting and clear intent, the inconsistent line breaks obscure the separation between members. Action granularity is generally fine, but some single-line methods and multi-method lines reduce clarity. The code is concise but not unnecessarily long; the primary problem is formatting, not logic. Overall, the intended structure is simple, but the lack of vertical whitespace and merged declarations significantly hampers readability.
Run 3
The code is logically structured and follows a standard JavaBean pattern with clear getter/setter methods. However, readability is affected by inconsistent formatting: several method declarations and Javadoc comments are placed on the same line or awkwardly wrapped, disrupting the natural reading flow. Additionally, some setters combine multiple actions (null-check via ternary and assignment) on a single line, reducing action granularity. Nesting is minimal and the intent of the class is clear, but the irregular layout undermines the otherwise straightforward structure and length.
Run 1
Code Structure: Fields and paired accessors are logically organized in a straightforward defaults holder. Nesting: Methods are flat, with no nested control flow. Clarity of intent: Descriptive names, constants, nullability annotations, and Javadoc clearly explain behavior, including unset lazy initialization and blank callback names. Code length: Implementations are concise; documentation adds length but provides useful context. Action granularity: Each method performs a single operation, although declarations, statements, braces, and comment boundaries are frequently compressed onto the same line. Reading flow: Logical ordering is good, but inconsistent line breaks and placement of comments and closing braces interrupt scanning. Overall, the simple design and clear naming make the code readable despite noticeably poor formatting.
Run 2
Code Structure: Fields and paired getters/setters are logically organized, but inconsistent formatting obscures boundaries. Nesting: Methods are flat, with no complex control flow. Clarity of intent: Descriptive names, explicit defaults, nullable annotations, and detailed Javadoc clearly explain behavior. Code length: Implementation is concise; documentation adds length but mostly provides useful context. Action granularity: Methods generally perform one action, although declarations, statements, braces, and comments sometimes share lines, making scanning harder. Reading flow: The predictable accessor sequence supports natural reading, but cramped declarations, inline method bodies, and irregular brace placement repeatedly interrupt it. Overall, the straightforward logic is readable despite poor formatting.
Run 3
Code Structure: Fields and related getters/setters are logically organized, but inconsistent formatting weakens visual separation. Nesting: Methods are flat, with no complex control flow. Clarity of intent: Descriptive names, explicit defaults, nullability annotations, and detailed Javadoc make the holder's purpose clear. Code length: Implementations are concise; documentation adds substantial length but mostly provides useful context. Action granularity: Each method performs one simple operation, although declarations, statements, closing braces, and comments sometimes share lines. Reading flow: The predictable accessor pattern is easy to follow, but irregular brace placement, compressed methods, and comments attached to imports or declarations interrupt scanning.