Sample
int-cc7d36810b51-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 | 0.566 | 0–1; higher is more readable |
| Dorn | 0.903 | 0–1; higher is more readable |
| Mi | 0.776 | 0–1; higher is more readable |
| LLOC | 53 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 17 | 0–20; mean of three runs |
| GPT-6.1 Sol | 18 | 0–20; mean of three runs |
| BTTF | 0.448 | 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. | 4612.687 | −152.219 |
| Source linesThe number of non-empty source lines. | 147 | +58.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.812 | −7.218 |
Intercept 8.87 + feature contributions = -91.766 (log-odds).
Score = sigmoid(-91.766) = 0.
| Score | 0.566 |
|---|
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. | 148 | −4.204 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 141 | +4.14 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 146.673 | +1.64 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 95.676 | +0.739 |
| 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. | 96.919 | −0.44 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.108 | −0.109 |
Intercept 0.07 + feature contributions = 2.235 (log-odds).
Score = sigmoid(2.235) = 0.903.
| Score | 0.776 |
|---|
| Score | 53 |
|---|
Run 1
This code is highly readable. The class has a clear single responsibility: providing a descending view of a multiset. The structure is logical, with methods grouped by concern and following the `SortedMultiset` contract. Nesting is minimal; the only inner class is justified for the entry set and has a clear purpose. Intent is evident from method names like `descendingMultiset()` and comments explaining deferred initialization. Code length is appropriate for the functionality, avoiding unnecessary boilerplate through delegation to `forwardMultiset()`. Each method performs one logical action, adhering to good action granularity. The reading flow is natural: constructors, comparator, element set, then mutating/derivative views. Layering with lazy initialization fields (`@LazyInit`) is a standard pattern here and does not obscure logic. Overall, only minor verbose annotations slightly reduce readability, but structure and clarity are excellent.
Run 2
The code demonstrates good structure with a clear class hierarchy and logical organization of methods. Nesting is minimal—only one deeply nested inner class appears in createEntrySet(). Intent is generally clear: the class provides a descending view of a multiset by delegating to a forward multiset with reversed semantics. Method delegations like headMultiset and subMultiset are concise and readable, with arguments swapped appropriately. Action granularity is mostly one operation per line, especially in comparator() and elementSet() lazy initialization. Reading flow is natural, following consistent ordering of related methods. Some minor readability drawbacks include the use of lazy initialization with null-check patterns repeated in three places, which adds slight boilerplate, and the compact ternary in entrySet() slightly reduces clarity. Type annotations like @ParametricNullness and @Nullable add noise but are necessary for nullness checking. Overall, the code is highly readable for an experienced Java developer familiar with Guava conventions.
Run 3
The code is highly readable with clear structure, flat nesting, and strong intent. It demonstrates excellent lazy initialization patterns and logical delegation to the forward multiset. Each method has a single responsibility and follows consistent conventions. The reading flow is natural, with methods grouped by functionality. Minor deductions: the entrySet() method uses a ternary with assignment that slightly reduces action granularity, and the toArray() method includes a suppression annotation that adds visual noise. The class-level Javadoc is brief but adequate. Overall, the code effectively balances conciseness with clarity, making the descending multiset implementation easy to understand despite the complexity of the underlying data structure.
Run 1
Code Structure: Well-organized forwarding implementation with small, focused methods, though cached fields are interspersed with methods. Nesting: Mostly flat; the local entry-set class adds modest nesting without tangled control flow. Clarity of intent: Descriptive names and class documentation clearly establish descending behavior; reversed operations are easy to recognize. Code length: Concise delegation avoids unnecessary logic, although override and annotation boilerplate adds visual weight. Action granularity: Most lines perform one action, but assignment within returns and the entrySet ternary combine caching and returning, slightly reducing readability. Reading flow: Consistent formatting and paired operations support natural reading; differing lazy-initialization styles introduce minor inconsistency.
Run 2
Code Structure: Well-organized forwarding implementation with small, focused overrides; cached fields are placed near their accessors. Nesting: Mostly flat, with simple null checks and one local class adding modest depth. Clarity of intent: Descriptive names and introductory documentation clearly explain the descending view; swapped first/last and head/tail operations communicate reversal naturally. Code length: Concise methods and standard helpers avoid unnecessary implementation detail, though forwarding boilerplate adds length. Action granularity: Most lines perform one action, but assignment within returns and the entrySet ternary combine caching and returning, slightly reducing clarity. Reading flow: Consistent formatting and straightforward delegation make the code easy to follow; inconsistent lazy-initialization styles and somewhat scattered related operations introduce minor friction.
Run 3
Code Structure: Well-organized implementation with small overrides and a localized entry-set helper, though cached fields are interspersed with methods. Nesting: Mostly flat, with only simple null checks and one local class. Clarity of intent: Descriptive names and the class documentation clearly explain the descending view; reversed delegation makes its behavior easy to follow. Code length: Concise methods avoid unnecessary logic, and repetitive overrides are justified by the interface. Action granularity: Most statements perform one action, but assignment within a return and the conditional expression in entrySet() combine caching and returning, slightly reducing clarity. Reading flow: Consistent formatting and predictable delegation support natural reading, although inconsistent lazy-initialization styles and annotation-heavy signatures introduce minor friction.