Sample
int-4898e9dff7bc-I11
Split eligible integer literals into pairs of short-named intermediate variables
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.83 | 0–1; higher is more readable |
| Dorn | 0.9 | 0–1; higher is more readable |
| Mi | 0.759 | 0–1; higher is more readable |
| LLOC | 2 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 20 | 0–20; mean of three runs |
| BTTF | 0.78 | 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. | 27 | +10.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.721 | −7.081 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 118.593 | −3.914 |
Intercept 8.87 + feature contributions = 8.675 (log-odds).
Score = sigmoid(8.675) = 1.
| Score | 0.83 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.021 | +0.738 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 16 | +0.47 |
| 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. | 75.893 | +0.451 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 76 | +0.422 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 12 | −0.322 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 26.87 | −0.034 |
Intercept 0.07 + feature contributions = 2.192 (log-odds).
Score = sigmoid(2.192) = 0.9.
| Score | 0.759 |
|---|
| Score | 2 |
|---|
Run 1
This code is highly readable. The structure is logical, with a clear package declaration, imports, and a single interface definition. There is no nesting, making the code flat and easy to scan. The intent is unambiguous: the interface defines a contract for Spring test context bootstrapping. The code is concise, containing only two method declarations with proper Javadoc. Each method has a single, clear purpose per line, and reading flows naturally from the interface Javadoc to the method signatures. The only minor deductions are for the absence of explicit braces and the use of generic wildcards, which could slightly reduce clarity for novice readers, but overall this is exemplary code.
Run 2
The code is highly readable. It is a well-structured interface with clear documentation for both the interface and its methods. There is no deep nesting or complex logic, which keeps the structure flat and easy to follow. Each method has a single, clear purpose, and the Javadoc comments explain the intent and return values. The code is concise without being overly terse, and the reading flow is natural, moving from interface declaration to method declarations with descriptive comments. Minor deductions could be made if the context of the surrounding package is unknown, but overall it is excellent.
Run 3
The code is a clean, well-documented Java interface. Structure is clear, with imports at the top, followed by a Javadoc class-level comment and two method declarations. There is no deep nesting, and the reading flow is natural. Each method has a clear, single purpose and is accompanied by concise Javadoc explaining intent, parameters, and return values. The code is minimal yet complete, avoiding unnecessary complexity. One point is deducted only because interfaces often require accompanying implementation details for full context, but the snippet itself is highly readable.
Run 1
Code Structure: A logically organized interface with two clearly separated accessor declarations. Nesting: No nested control flow or unnecessary structural complexity. Clarity of intent: Descriptive names and focused Javadoc explain the interface’s purpose, returned values, and non-null guarantees. Code length: Compact, with documentation proportionate to the API. Action granularity: Each method declaration occupies its own line and represents a single responsibility. Reading flow: Natural progression from package declaration to interface documentation and then documented methods; consistent formatting and whitespace make scanning easy.
Run 2
Code Structure: A focused interface logically groups two related accessor methods. Nesting: No nested control flow or unnecessary structural depth. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc and non-null return contracts, clearly communicate purpose. Code length: Minimal declarations and relevant documentation keep the code concise. Action granularity: Each method declaration occupies its own line and expresses a single responsibility. Reading flow: Standard Java organization, consistent formatting, and clear spacing make the interface easy to scan from its overview to individual methods.
Run 3
Code Structure: A logically organized interface groups two related accessors under a clearly defined responsibility. Nesting: Completely flat, with no control-flow nesting. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc and non-null return contracts, make the purpose explicit. Code length: Minimal declarations with proportionate documentation; no unnecessary implementation or repetition. Action granularity: Each method declaration occupies its own line and expresses a single responsibility. Reading flow: Conventional Java ordering, consistent formatting, and whitespace allow natural progression from package to interface documentation to method contracts.