Sample
int-14a2204a714c-I01
Remove line comments, block comments, and Javadoc
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.608 | 0–1; higher is more readable |
| Dorn | 0.256 | 0–1; higher is more readable |
| Mi | 0.666 | 0–1; higher is more readable |
| LLOC | 12 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 16.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 16.67 | 0–20; mean of three runs |
| BTTF | 0.539 | 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. | 1868.13 | −61.648 |
| Source linesThe number of non-empty source lines. | 50 | +20 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.521 | −6.782 |
Intercept 8.87 + feature contributions = -39.56 (log-odds).
Score = sigmoid(-39.56) = 0.
| Score | 0.608 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Indentation frequencyHow rapidly indentation changes from line to line. | 50 | +0.992 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 0 | −0.804 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 50 | −0.734 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 50 | −0.727 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 49.956 | +0.288 |
| 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. | 90 | −0.147 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.098 | −0.006 |
Intercept 0.07 + feature contributions = -1.067 (log-odds).
Score = sigmoid(-1.067) = 0.256.
| Score | 0.666 |
|---|
| Score | 12 |
|---|
Run 1
The code demonstrates clear structure and follows Netty conventions well. The main method is logically organized with a try-finally block ensuring resource cleanup. Nesting is minimal, limited to the anonymous ChannelInitializer class, which is a standard pattern. Intent is clear - setting up an SCTP echo server with proper bootstrap configuration. Code length is appropriate and concise without unnecessary verbosity. Action granularity is good, with each line performing a single meaningful operation. Reading flow is natural, progressing from setup to binding to shutdown. Minor deductions: several blank lines with comments appear to have stray spaces or are empty, and the anonymous inner class could be replaced with a lambda for slightly better readability in newer Java versions. The static PORT initialization via System.getProperty is a common pattern but could be documented. Overall, highly readable code that follows established patterns.
Run 2
The code is highly readable with a clear, logical structure: imports are organized, the main method flows naturally, and the try-finally block ensures proper resource cleanup. Nesting is minimal, with only one inner class for channel initialization. Intent is evident — setting up an SCTP echo server — and the code is concise without unnecessary verbosity. Each action is on its own line, and the chained builder pattern improves clarity. Minor issues include a few blank lines and a stray comment placeholder that slightly disrupt the reading flow, but overall it is well-structured and easy to understand.
Run 3
The code is generally readable: it has a clear top-level structure, straightforward naming, and a single responsibility. Imports are grouped, and the flow follows a standard Netty bootstrap pattern. The fluent builder chain is reasonably flat and uses indentation well. However, readability is reduced by empty comments (`// ...`) that hint at missing documentation, a variable named `b` that could be more descriptive (e.g., `bootstrap`), and an anonymous inner `ChannelInitializer` that adds one more nesting level without necessity. Some blank lines are inconsistent. The logging and child handler setup is fine, but the static `PORT` initialization from system property is slightly dense. Overall, the code is easy to follow for a developer familiar with Netty but could benefit from clearer variable names and consistent comments or removal of placeholder comments.
Run 1
Code Structure: Logically organizes server configuration, binding, waiting, and cleanup, with resource shutdown in a finally block. Nesting: Mostly shallow, though the anonymous ChannelInitializer introduces moderate nesting. Clarity of intent: Class and API names clearly convey an SCTP echo server, but abbreviated variables b and f reduce clarity. Code length: Concise overall, although excessive blank lines and the unnecessarily split addLast call add visual clutter. Action granularity: Statements generally perform one action each; the fluent configuration chain separates options onto individual lines. Reading flow: Execution follows a natural setup-to-shutdown sequence, but inconsistent whitespace and indentation interrupt scanning.
Run 2
Code Structure: Logically organized into configuration, server startup, waiting, and cleanup, with resource shutdown clearly placed in finally. Nesting: Mostly shallow; the anonymous ChannelInitializer adds moderate indentation but remains manageable. Clarity of intent: The class name and Netty API calls clearly convey an SCTP echo server, although abbreviated variables b and f are less descriptive. Code length: Concise overall, but excessive blank lines and the unnecessarily split addLast call add visual clutter. Action granularity: Statements generally perform one action, and bootstrap configuration places each chained operation on its own line. Reading flow: Execution proceeds naturally from initialization through shutdown, but inconsistent whitespace interrupts the flow.
Run 3
Code Structure: Logically separates initialization, server configuration, binding, waiting, and cleanup, with resource shutdown in finally. Nesting: Mostly shallow; the anonymous ChannelInitializer adds modest nesting. Clarity of intent: The class name and Netty API calls clearly indicate an SCTP echo server, although variable names b and f are vague. Code length: Concise overall, but excessive blank lines and the unnecessarily split addLast call add visual clutter. Action granularity: Statements generally perform one action each, and the fluent configuration chain places each setting on its own line. Reading flow: Execution proceeds naturally from setup through shutdown, though inconsistent spacing and indentation interrupt the flow.