Sample
int-0ada12ac9cb4-I11
Split eligible integer literals into pairs of short-named intermediate variables
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.509 | 0–1; higher is more readable |
| Dorn | 0.289 | 0–1; higher is more readable |
| Mi | 0.57 | 0–1; higher is more readable |
| LLOC | 36 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 16.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 18 | 0–20; mean of three runs |
| BTTF | 0.428 | 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. | 4989.917 | −164.667 |
| Source linesThe number of non-empty source lines. | 109 | +43.6 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 5.097 | −7.645 |
Intercept 8.87 + feature contributions = -119.842 (log-odds).
Score = sigmoid(-119.842) = 0.
| Score | 0.509 |
|---|
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. | 110 | −2.858 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 99 | +2.687 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 99 | −1.851 |
| 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. | 113.936 | −1.161 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 108.93 | +1.113 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 113.991 | +1.035 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.09 | +0.067 |
Intercept 0.07 + feature contributions = -0.898 (log-odds).
Score = sigmoid(-0.898) = 0.289.
| Score | 0.57 |
|---|
| Score | 36 |
|---|
Run 1
The code is well-structured with clear separation of concerns: request handling, frame writing, and callback parameter validation are split into focused methods. Nesting is minimal—only one level of conditionals in handleRequestInternal, with debug logging kept short. Intent is explicit through descriptive method names and clear branching logic. Logging statements slightly lengthen the code but aid maintainability. Action granularity is mostly one action per line, though some method signatures and the getCallbackParam chain are multi-step. Reading flow follows a logical sequence from public handler to private helpers. Minor deductions: repeated logging blocks could be extracted, and getCallbackParam's query parsing is somewhat dense. Overall, highly readable with strong structure and clarity.
Run 2
The code is well-structured and readable. It has a clear purpose, with a logical organization of methods and minimal nesting. The class declaration is clean, and methods are concise, each performing a single logical action. The `handleRequestInternal` method uses a clear if-else chain with flat branching, each branch having simple logic. Comments are used sparingly and effectively, explaining non-obvious decisions (e.g., issue reference, content type). Variable names are descriptive, and line breaks improve readability. Minor deductions for the unused commented-out line and slightly long method signature lines, but overall the code is highly readable and maintainable.
Run 3
The code is well-structured with clear separation of concerns, minimal nesting, and consistent naming conventions. Each method has a single responsibility and the control flow is linear with simple conditional branches. The code is concise, averaging around 10 lines per method. The main readability weakness is the two-level nesting in the if-else blocks with logging statements, which could benefit from early returns or helper methods. Additionally, the getCallbackParam method chains multiple operations in a single expression, reducing clarity. The comments and annotations are sparse but sufficient for understanding. Overall, it is readable and maintainable code.
Run 1
Code Structure: Well-organized methods separate request dispatch, frame writing, and callback validation, with clear abstract extension points. Nesting: Shallow overall; logging checks add only one level within the session-state branches. Clarity of intent: Descriptive method and variable names make responsibilities clear, though the terse callback key "c" and commented-out protocol code require context. Code length: Appropriately concise, with some repetitive logging boilerplate and an obsolete-looking comment. Action granularity: Most lines perform one clear action; chained query parsing and frame encoding slightly increase reading effort. Reading flow: Request setup leads naturally into state-based handling, followed by supporting methods. Consistent formatting aids scanning, although the imports lack visual separation from the package declaration.
Run 2
Code Structure: Well-organized methods separate request dispatch, frame writing, callback validation, and subclass extension points. Nesting: Shallow overall, with only one additional level for logging checks inside session-state branches. Clarity of intent: Descriptive method and variable names make transport behavior clear; the callback key "c" and commented-out protocol code introduce minor ambiguity. Code length: Appropriately concise, although repeated logging guards and obsolete comments add some clutter. Action granularity: Most statements perform one clear action; chained query parsing and the validation ternary compress several operations slightly. Reading flow: Request setup naturally leads into session-state handling, with supporting helpers afterward. Consistent formatting aids scanning, though long signatures, tightly packed imports, and extra blank lines modestly reduce readability.
Run 3
Code Structure: Well-organized methods separate request dispatch, frame writing, callback validation, and subclass customization. Nesting: Shallow overall; session-state branches contain only small logging checks. Clarity of intent: Descriptive names, explicit state checks, and focused methods communicate purpose well, although the callback key "c" and commented-out protocol code introduce minor ambiguity. Code length: Concise for its responsibilities, with some repetitive logging and an obsolete-looking comment adding noise. Action granularity: Most statements perform one clear action; chained query parsing compresses several operations into one line. Reading flow: Request setup naturally leads into session-state handling, with supporting methods below. Consistent formatting supports scanning, though long signatures and the densely chained parsing statement slightly interrupt flow.