Sample

int-61f76e0db6c0-I13

Lower every eligible classic and enhanced for loop to a while loop

Matched original source

Lines31

Scores

MethodScoreScale
Posnett00–1; higher is more readable
Scalabrino0.8180–1; higher is more readable
Dorn0.5410–1; higher is more readable
Mi0.260–1; higher is more readable
LLOC3Logical lines; fewer is more readable
DeepSeek V4 Pro17.670–20; mean of three runs
GPT-6.1 Sol190–20; mean of three runs
BTTF0.6950–1; higher is more readable

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Source code

package io.netty.util; import io.netty.microbench.util.AbstractMicrobenchmark; import org.openjdk.jmh.annotations.Benchmark; import org.openjdk.jmh.annotations.Measurement; import org.openjdk.jmh.annotations.OutputTimeUnit; import org.openjdk.jmh.annotations.Param; import org.openjdk.jmh.annotations.Threads; import org.openjdk.jmh.annotations.Warmup; import java.util.concurrent.TimeUnit; @Threads(1) @Warmup(iterations = 3) @Measurement(iterations = 3) @OutputTimeUnit(TimeUnit.MICROSECONDS) public class GetIpV6ByNameBenchmark extends AbstractMicrobenchmark { @Param({ "::", "::1234:2345", "1234:2345::3456:7890", "fe80::bdad:7a67:6fcd:fa89", "fe80:bdad:7a67:6fcd::fa89", "1234:2345:3456:4567:5678:6789:0:7890" }) private String ip; @Benchmark public byte[] getIPv6ByName() { return NetUtil.getIPv6ByName(ip, true); } }

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Source regions

Feature contributions

Feature contributions

FeatureValueContribution
(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.923.471−30.475
Source linesThe number of non-empty source lines.31+12.4
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.5.188−7.782

Intercept 8.87 + feature contributions = -16.987 (log-odds).
Score = sigmoid(-16.987) = 0.

Score0.818

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.0−0.804
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.67.875+0.79
Indentation frequencyHow rapidly indentation changes from line to line.31+0.335
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.31−0.291
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.094+0.032
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.30.928+0.022
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.29+0.01

Intercept 0.07 + feature contributions = 0.165 (log-odds).
Score = sigmoid(0.165) = 0.541.

Score0.26
Score3
Run 1

This code is highly readable. It follows a clear, logical structure: package and imports first, then class-level annotations, then the benchmark parameter and method. Nesting is minimal and the code is flat. The intent is immediately clear — benchmarking NetUtil.getIPv6ByName with various IPv6 addresses. The code is concise, with no unnecessary boilerplate. Each annotation is on its own line, and the benchmark method is a single, straightforward action. The reading flow is natural, moving from setup (threads, warmup, measurement) to parameterized inputs to the benchmark logic. The only minor drawback is the long list of @Param values, but it is well-formatted and easy to scan.

Run 2

The code is well-structured and concise. Imports and annotations are logically grouped. Class and method names clearly indicate intent. Nesting is minimal; the benchmark method performs one clear action. Action granularity is appropriate—each annotation and parameter is on its own line, aiding readability. The array of IP string parameters is also cleanly formatted. Reading flow is natural: package, imports, annotations, class declaration, field, then benchmark method. Minor deductions: the blank line between package and imports is non-standard, and the benchmark method is extremely simple, which is expected but limits complexity demonstration. Overall, the structure is flat, clear, and easy to follow.

Run 3

The code is highly readable with a clear and logical structure. It follows standard conventions for JMH benchmarks, with annotations cleanly separated from the class definition. Nesting is minimal—only a single method with one return statement, keeping the code flat and easy to follow. Intent is unambiguous: the benchmark measures IPv6 name resolution for various address formats. Code length is concise with no unnecessary boilerplate beyond what JMH requires. Each line performs a single logical action, such as declaring a parameter, annotating a method, or returning a result. Reading flow is natural, progressing from package declaration through imports, annotations, class definition, parameter list, and finally the benchmark method. Minor deductions could be made for the lack of Javadoc or comments explaining the purpose of specific IPv6 test cases, but overall clarity remains excellent.

Run 1

1. Code Structure: Imports, benchmark configuration, input parameters, and the benchmark method are logically organized. 2. Nesting: Minimal nesting and no conditional logic make the code easy to scan. 3. Clarity of intent: The class name, annotations, and method clearly identify an IPv6 parsing benchmark; however, the meaning of the boolean argument 'true' is not immediately apparent. 4. Code length: Concise, with no unnecessary implementation or boilerplate. 5. Action granularity: Each declaration and operation is separate, and the method performs a single action. 6. Reading flow: Natural top-to-bottom progression from configuration to inputs to execution. Minor formatting improvements, such as separating the package declaration from imports, would enhance readability.

Run 2

Code Structure: Logically organized into imports, benchmark configuration, input parameters, and a benchmark method. Nesting: Flat and easy to scan, with no nested control flow. Clarity of intent: Class and method names clearly identify the IPv6 parsing benchmark; annotations make its configuration explicit, though the boolean argument true does not explain its meaning. Code length: Concise, containing only essential benchmark setup and execution. Action granularity: Each annotation and statement serves a distinct purpose, and each test address occupies its own line. Reading flow: Natural top-to-bottom progression; a blank line after the package declaration and clearer import grouping would slightly improve presentation.

Run 3

Code Structure: Imports, benchmark configuration, parameter data, and the benchmark method are logically organized. Nesting: Minimal nesting makes the code easy to scan. Clarity of intent: The class and method names clearly identify an IPv6 parsing benchmark, though the meaning of the boolean argument true is not explicit. Code length: Concise, with no unnecessary logic or boilerplate. Action granularity: Each annotation, declaration, and operation is clearly separated; the method performs one action. Reading flow: Configuration leads naturally into test inputs and execution. A blank line after the package declaration and clearer import grouping would slightly improve presentation.