Sample
int-c3917e04528b-I12
Inline all eligible single-use intermediate local variables
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.53 | 0–1; higher is more readable |
| Dorn | 0.482 | 0–1; higher is more readable |
| Mi | 0.48 | 0–1; higher is more readable |
| LLOC | 25 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 16.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 17 | 0–20; mean of three runs |
| BTTF | 0.463 | 0–1; higher is more readable |
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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. | 2415.477 | −79.711 |
| Source linesThe number of non-empty source lines. | 69 | +27.6 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 5.008 | −7.513 |
Intercept 8.87 + feature contributions = -50.753 (log-odds).
Score = sigmoid(-50.753) = 0.
| Score | 0.53 |
|---|
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. | 70 | −1.442 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 60 | +1.338 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 60 | −0.956 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 95.914 | +0.743 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 68.835 | +0.552 |
| 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. | 95.957 | −0.399 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.095 | +0.021 |
Intercept 0.07 + feature contributions = -0.073 (log-odds).
Score = sigmoid(-0.073) = 0.482.
| Score | 0.48 |
|---|
| Score | 25 |
|---|
Run 1
The code is well-structured with clear class-level organization: methods are grouped logically, and the singleton pattern is implemented cleanly. Nesting is minimal—only shallow conditional blocks in nullsFirst/nullsLast. Intent is mostly clear, though the unchecked casts and their TODOs introduce some ambiguity about type-safety rationale. Code length is concise; each method is short and focused. Action granularity is good: checkNotNull calls are on separate lines, and result caching follows a clear pattern. Reading flow is natural, with a logical progression from comparison to null-handling to reverse ordering. Minor readability deductions come from the repeated @SuppressWarnings annotations with unresolved TODOs, the dense generic type signatures, and the implicit null-handling in the lazy initialization pattern, which could be extracted into a helper for clarity.
Run 2
The code is generally well-structured and readable. It has clear intent, with concise methods and good use of comments to explain non-obvious decisions (e.g., TODO items, suppressing warnings). The class is logically organized, with fields, methods, and serialization concerns grouped sensibly. Nesting is shallow, and most methods are one or two actions per line, enhancing readability. However, the heavy use of generics and unchecked casts adds complexity, and the `@SuppressWarnings` annotations with TODOs slightly detract from clarity. The `lazy initialization` pattern is standard but requires careful reading. Overall, the code is readable for experienced Java developers but may be less approachable for beginners due to generics and casting.
Run 3
This code is highly readable, with clear structure and intent. The class follows a logical organization: constants, fields, then methods in a natural order (compare, nullsFirst/nullsLast, reverse, readResolve, toString, constructor). Nesting is minimal — only two shallow if-statements for lazy initialization. Each method has a single, focused purpose, and action granularity is appropriate (one action per line). The reading flow is natural, with methods grouped logically. The only minor deductions are for the repeated @SuppressWarnings annotations with TODO comments that slightly interrupt flow, and the nullsFirst/nullsLast methods contain mild duplication. Overall, this is well-structured, concise, and maintainable code.
Run 1
Code Structure: Well-organized singleton class with small, focused overrides and clearly separated responsibilities. Nesting: Minimal; caching methods contain only a single conditional. Clarity of intent: Descriptive names and the class documentation make natural ordering, null handling, and singleton preservation clear. Complex annotated generic types, unchecked casts, and unresolved suppression comments add cognitive overhead. Code length: Concise overall, with modest repetition between nullsFirst() and nullsLast(). Action granularity: Most lines perform one action, but chained cache assignments combine updates, and several annotations share declaration lines. Reading flow: Methods follow a logical progression from comparison to ordering variants and utility behavior; dense type syntax and repeated TODO comments slightly interrupt otherwise natural reading.
Run 2
Code Structure: A cohesive class with short, logically separated methods and clear singleton organization. Nesting: Very shallow, with only single-level conditionals for lazy initialization. Clarity of intent: Descriptive method names and the class documentation communicate natural ordering clearly; complex generic types, unchecked casts, and unresolved suppression comments add cognitive overhead. Code length: Concise overall, though similar nullsFirst/nullsLast implementations and repeated annotations introduce minor repetition. Action granularity: Most lines perform one action, but chained assignments combine local assignment and cache updates, while compressed annotation/declaration lines reduce scanability. Reading flow: Methods follow a predictable pattern and formatting is mostly consistent; dense type annotations, tightly packed imports, and implementation TODOs mildly interrupt the flow.
Run 3
Code Structure: Logically organized around a singleton ordering, with small, focused methods and related caching operations grouped together. Nesting: Very shallow; caching methods each contain only one conditional. Clarity of intent: Descriptive names and comments make natural comparison, null handling, reversal, and singleton preservation clear, though complex generic types, unchecked casts, and unresolved TODOs add cognitive overhead. Code length: Concise overall; duplicated caching patterns and suppression comments introduce minor repetition. Action granularity: Most lines perform one action, but chained assignments combine local updates and cache writes, while compact annotation declarations reduce visual separation. Reading flow: Predictable and consistent, although dense type annotations and minimal spacing around imports slightly interrupt scanning.