Sample
int-c19be7e3e79e-I13
Lower every eligible classic and enhanced for loop to a while loop
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.899 | 0–1; higher is more readable |
| Dorn | 0.728 | 0–1; higher is more readable |
| Mi | 0.399 | 0–1; higher is more readable |
| LLOC | 1 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 19 | 0–20; mean of three runs |
| BTTF | 0.747 | 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. | 51 | +20.4 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 382.574 | −12.625 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.905 | −7.358 |
Intercept 8.87 + feature contributions = 9.288 (log-odds).
Score = sigmoid(9.288) = 1.
| Score | 0.899 |
|---|
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. | 52 | −0.805 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.015 | +0.793 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 95.962 | +0.744 |
| 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. | 95.981 | −0.4 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 50.845 | +0.301 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 18 | −0.115 |
Intercept 0.07 + feature contributions = 0.986 (log-odds).
Score = sigmoid(0.986) = 0.728.
| Score | 0.399 |
|---|
| Score | 1 |
|---|
Run 1
This code demonstrates excellent readability. The interface is well-structured with clear separation between documentation, constants, and the method signature. Javadoc comments are thorough and explain the purpose, parameters, and exceptions in detail. The method signature is concise yet descriptive, with clear parameter names (ps, paramIndex, sqlType, typeName) and proper use of @Nullable annotation. Nesting is minimal since this is a single interface declaration. The code follows Spring Framework conventions, making it familiar to experienced Java developers. While the Javadoc is comprehensive, it's not excessive for a public API. The single constant TYPE_UNKNOWN is well-documented. The code achieves strong clarity of intent - it clearly defines a callback interface for setting complex SQL type values. Overall, this is exemplary Java API code that balances thorough documentation with clean implementation.
Run 2
The code is highly readable. It is a well-structured Spring interface with clear purpose and minimal complexity. The Javadoc is thorough, explaining intent, parameters, and exceptions. The single method declaration is concise, with one action (the method signature) clearly presented. Nesting is absent, and the reading flow is natural: package, imports, documentation, then the interface definition. Naming is consistent and descriptive, and the use of a constant improves clarity. The only minor deduction is due to the multi-line method signature wrapping, which is necessary for parameter documentation but slightly reduces visual simplicity.
Run 3
The code is highly readable. It is a well-documented interface with a single method, which keeps the structure flat and the intent clear. The use of Javadoc explains the purpose and parameters concisely, adhering to standard Java conventions. The method signature is compact, with each parameter clearly named and annotated, and the action granularity is appropriate for an interface definition. The reading flow is natural: package and imports first, followed by interface declaration, constants, and the method. There is no unnecessary complexity or nesting. Minor deductions could be made because the typeName parameter might benefit from more explanatory documentation or a clearer usage example, but overall the code is concise, maintainable, and easy to understand.
Run 1
Code Structure: Cleanly organized into imports, interface documentation, a constant, and a single callback declaration. Nesting: Minimal, with only the interface scope and no nested logic. Clarity of intent: Descriptive names and detailed Javadoc clearly explain the interface's purpose, parameters, optional type name, and exception behavior. Code length: The implementation is concise; documentation is useful but slightly repetitive. Action granularity: Each declaration occupies its own logical unit, with no multiple actions compressed onto a line. Reading flow: Natural top-to-bottom progression and consistent formatting make scanning easy. Minor drawbacks include the lack of spacing between the package and imports, an extra blank line between members, and somewhat verbose documentation.
Run 2
Code Structure: Clearly organized into imports, interface documentation, a constant, and a single method contract. Nesting: Flat, with no nested control flow. Clarity of intent: Descriptive interface and method names, detailed Javadoc, and the Nullable annotation make the purpose and parameter expectations clear; 'ps' is slightly abbreviated. Code length: The implementation is concise, although some documentation is repetitive. Action granularity: Each declaration has a single responsibility, and the wrapped method signature remains easy to read. Reading flow: Natural progression from the interface's purpose to its constant and callback method, with only minor spacing and documentation verbosity detracting from readability.
Run 3
Code Structure: Logically organized into package, imports, interface documentation, constant, and method declaration. Nesting: Minimal, with only the interface scope and no nested control flow. Clarity of intent: The interface name, method signature, nullable annotation, and detailed Javadoc clearly explain its database-specific parameter-setting role. Code length: The implementation is concise; documentation is useful but slightly verbose and repetitive. Action granularity: Each declaration occupies its own logical unit, with no combined actions. Reading flow: Conventional Java ordering and consistent formatting make the code easy to scan. Minor drawbacks include the abbreviated parameter name 'ps', extra blank lines, and repetitive wording in the interface documentation.