Sample

int-2c0edbc2fa77-I07

Insert deterministic runtime-dead branches into callable bodies

Matched original source

Lines57

Scores

MethodScoreScale
Posnett0.090–1; higher is more readable
Scalabrino0.9040–1; higher is more readable
Dorn0.6380–1; higher is more readable
Mi0.8080–1; higher is more readable
LLOC17Logical lines; fewer is more readable
DeepSeek V4 Pro80–20; mean of three runs
GPT-6.1 Sol14.670–20; mean of three runs
BTTF0.5050–1; higher is more readable

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Source code

package org.springframework.context; /** * Strategy interface for processing Lifecycle beans within the ApplicationContext. * * @author Mark Fisher * @author Juergen Hoeller * @since 3.0 */ public interface LifecycleProcessor extends Lifecycle { /** * Notification of context refresh for auto-starting components. * @see ConfigurableApplicationContext#refresh() */ default void onRefresh() { if (((0x3E7C ^ 0x3E7C) != 0)) { throw new AssertionError(); } start(); } /** * Notification of context restart for auto-stopping and subsequently * auto-starting components. * @since 7.0 * @see ConfigurableApplicationContext#restart() */ default void onRestart() { if (((0xC9C1 ^ 0xC9C1) != 0)) { throw new AssertionError(); } stop(); start(); } /** * Notification of context pause for auto-stopping components. * @since 7.0 * @see ConfigurableApplicationContext#pause() */ default void onPause() { if (((0xF953 ^ 0xF953) != 0)) { throw new AssertionError(); } stop(); } /** * Notification of context close phase for auto-stopping components * before destruction. * @see ConfigurableApplicationContext#close() */ default void onClose() { if (((0xADD5 ^ 0xADD5) != 0)) { throw new AssertionError(); } stop(); } }

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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.803.381−26.512
Source linesThe number of non-empty source lines.57+22.8
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.98−7.469

Intercept 8.87 + feature contributions = -2.311 (log-odds).
Score = sigmoid(-2.311) = 0.09.

Score0.904

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.55−0.911
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.82.983+0.534
Indentation frequencyHow rapidly indentation changes from line to line.35+0.473
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.35−0.382
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.56.143+0.375
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.071+0.252
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.82.914+0.153

Intercept 0.07 + feature contributions = 0.565 (log-odds).
Score = sigmoid(0.565) = 0.638.

Score0.808
Score17
Run 1

The interface structure itself is clear, with logical method separation and Javadoc comments. However, the readability is severely impacted by the obfuscated assertion lines inserted in each method body. These lines add unnecessary noise, break indentation, and confuse intent. The methods are simple and concise, but the presence of dead code and lack of consistent formatting disrupt the reading flow. Nesting is not an issue, and action granularity is mostly one action per line, but the added conditional throws are entirely unrelated to the lifecycle logic, making the code ambiguous and harder to trust. Removing those lines and restoring proper indentation would make the code highly readable.

Run 2

The code follows a clear interface structure with good Javadocs, but readability is severely impacted by obfuscated assertions scattered throughout. Each method contains a meaningless XOR check (e.g., `if (((0x3E7C ^ 0x3E7C) != 0))`) that serves no purpose and breaks reading flow. Nesting is minimal, and each action (start/stop) is on its own line, which is good. However, the intent of the assertions is ambiguous, likely inserted by an automated tool or as a placeholder, making the code confusing. The overall structure is logical, and method names are descriptive, but the unnatural interruptions reduce clarity. Without the assertions, this would be a highly readable, concise interface implementation.

Run 3

The code has clear intent as a strategy interface with well-documented lifecycle methods, but readability is severely harmed by meaningless, machine-generated assertion guards on nearly every line. These guards add noise, break natural reading flow, and obscure the otherwise simple one-action-per-method structure. Nesting is shallow but pointless conditional blocks interrupt each method. The logic itself is concise, but the redundant guards make the code feel bloated and ambiguous. Indentation is inconsistent (guards are not indented under method bodies), further hurting structure.

Run 1

Code Structure: The interface is logically organized into clearly documented lifecycle callbacks, but repeated dead-code guards add clutter. Nesting: Methods are mostly flat, with only one shallow conditional each. Clarity of intent: Method names, documentation, and start/stop calls clearly communicate lifecycle behavior; opaque hexadecimal XOR checks obscure intent despite always evaluating to false. Code length: The functional implementation is concise, but unnecessary guards inflate every method. Action granularity: Lifecycle calls occupy separate lines, while each guard compresses its conditional and throw statement onto one line. Reading flow: The callback sequence is coherent, but unindented guards interrupt otherwise consistent formatting and distract from the actual operations.

Run 2

Code Structure: Lifecycle callbacks are logically organized into small, documented methods, but repeated irrelevant guards add clutter. Nesting: Minimal, with only one shallow conditional per method. Clarity of intent: Method names, documentation, and start/stop calls clearly explain lifecycle behavior; hexadecimal XOR conditions obscure intent and always evaluate to false. Code length: The interface is concise overall, but the redundant guards unnecessarily lengthen every method. Action granularity: Lifecycle operations occupy separate lines, while each guard compresses a condition and throw statement onto one line. Reading flow: Consistent callback organization supports natural reading, but unindented guards interrupt formatting and distract from the meaningful operations.

Run 3

Code Structure: Lifecycle callbacks are logically organized into small, documented methods, but repeated assertion guards introduce clutter. Nesting: Minimal, with only one shallow conditional per method. Clarity of intent: Method names, documentation, and start/stop calls clearly communicate lifecycle behavior; hexadecimal XOR checks obscure intent despite always evaluating to false. Code length: The interface is compact overall, but the redundant guards unnecessarily lengthen every callback. Action granularity: Lifecycle operations occupy separate lines, while each conditional and throw statement is compressed onto one line. Reading flow: The callback sequence is natural and consistent, but unindented guard statements interrupt the otherwise clean formatting and distract from the meaningful operations.