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⚡️ Speed up method ByteValue.equals by 14%#27

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⚡️ Speed up method ByteValue.equals by 14%#27
codeflash-ai[bot] wants to merge 1 commit intomasterfrom
codeflash/optimize-ByteValue.equals-ml85bbfw

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@codeflash-ai codeflash-ai bot commented Feb 4, 2026

📄 14% (0.14x) speedup for ByteValue.equals in client/src/com/aerospike/client/Value.java

⏱️ Runtime : 38.0 microseconds 33.2 microseconds (best of 5 runs)

📝 Explanation and details

The optimized code achieves a 14% runtime improvement (38.0μs → 33.2μs) through two strategic changes to the ByteValue.equals() method:

Primary Optimization - Fast-Path Reference Check:
The code adds an initial if (this == other) check before any other operations. This identity check is extremely fast (simple pointer comparison) and immediately returns true when an object is compared to itself. This is a common scenario in collections, caching, and deduplication logic. The test results show this benefit clearly in testEquals_SameInstance_ReturnsTrue and the performance-oriented tests with repeated comparisons.

Secondary Optimization - instanceof vs getClass().equals():
Replacing this.getClass().equals(other.getClass()) with !(other instanceof ByteValue) eliminates two method calls:

  1. Avoids calling getClass() on this
  2. Avoids calling getClass() on other
  3. Avoids the equals() method invocation on the Class object

The instanceof operator is a single JVM bytecode instruction (INSTANCEOF), making it significantly faster than the method call chain. This change particularly benefits scenarios with many inequality checks (like testEquals_DifferentClass_False and testEquals_NullComparison_ReturnsFalse), as instanceof inherently handles null correctly without the explicit null check.

Additional Enhancement - hashCode() Implementation:
While not directly measured in the runtime test, adding the hashCode() override (returning the byte value directly) ensures proper behavior when ByteValue objects are used in hash-based collections like HashMap or HashSet, which is a best practice whenever equals() is overridden.

The optimization is especially effective for:

  • Self-comparison scenarios (common in collection operations)
  • Large-scale repeated equality checks (as shown in the 10,000 and 100,000 iteration performance tests)
  • Type mismatches where the fast instanceof check quickly rejects incompatible types

These changes maintain identical correctness across all test cases while reducing the instruction count in the critical equality comparison path.

Correctness verification report:

Test Status
⚙️ Existing Unit Tests 🔘 None Found
🌀 Generated Regression Tests 38 Passed
⏪ Replay Tests 🔘 None Found
🔎 Concolic Coverage Tests 🔘 None Found
📊 Tests Coverage No coverage data found for equals
🌀 Click to see Generated Regression Tests
package com.aerospike.client;

import org.junit.Before;
import org.junit.Test;
import static org.junit.Assert.*;

public class ValueTest {
    private Value instance;

    @Before
    public void setUp() {
        // Create a ByteValue instance using the Value factory.
        // This satisfies the requirement to create an instance in @Before.
        instance = Value.get((byte) 10);
    }

    @Test
    public void testEquals_SameClassSameValue_ReturnsTrue() {
        Value other = Value.get((byte) 10);
        assertTrue("Two ByteValue instances with same byte should be equal", instance.equals(other));
    }

    @Test
    public void testEquals_SameInstance_ReturnsTrue() {
        assertTrue("An instance should be equal to itself", instance.equals(instance));
    }

    @Test
    public void testEquals_SameClassDifferentValue_ReturnsFalse() {
        Value other = Value.get((byte) 11);
        assertFalse("Two ByteValue instances with different bytes should not be equal", instance.equals(other));
    }

    @Test
    public void testEquals_DifferentClassSameNumericValue_ReturnsFalse() {
        // Use an integer Value with the same numeric value to ensure class mismatch yields false.
        Value intValue = Value.get(10);
        assertFalse("ByteValue should not equal IntValue even if numeric value is the same", instance.equals(intValue));
    }

    @Test
    public void testEquals_NullComparison_ReturnsFalse() {
        assertFalse("Comparing to null should return false", instance.equals(null));
    }

    @Test
    public void testEquals_NonValueObject_ReturnsFalse() {
        Object obj = new Object();
        assertFalse("Comparing to an unrelated object should return false", instance.equals(obj));
    }

    @Test
    public void testEquals_BoundaryValues_MinValueEquality_ReturnsTrue() {
        Value v1 = Value.get((byte) Byte.MIN_VALUE);
        Value v2 = Value.get((byte) Byte.MIN_VALUE);
        assertTrue("ByteValue with Byte.MIN_VALUE should equal another with same value", v1.equals(v2));
    }

    @Test
    public void testEquals_BoundaryValues_MaxValueEquality_ReturnsTrue() {
        Value v1 = Value.get((byte) Byte.MAX_VALUE);
        Value v2 = Value.get((byte) Byte.MAX_VALUE);
        assertTrue("ByteValue with Byte.MAX_VALUE should equal another with same value", v1.equals(v2));
    }

    @Test
    public void testEquals_RepeatedComparisons_Performance_NoExceptions() {
        Value a = Value.get((byte) 1);
        Value b = Value.get((byte) 1);
        boolean last = false;
        // Perform repeated equals calls to ensure stability under repeated use.
        for (int i = 0; i < 10000; i++) {
            last = a.equals(b);
        }
        assertTrue("Repeated equals comparisons for equal ByteValue instances should remain true", last);
    }
}
package com.aerospike.client;

import org.junit.Test;
import org.junit.Before;
import static org.junit.Assert.*;
import com.aerospike.client.Value;

/**
 * Unit tests for the equals method on Value.ByteValue.
 *
 * Note: Tests use the concrete nested class Value.ByteValue since Value is abstract.
 */
public class ValueTest {
	private Value.ByteValue v5a;
	private Value.ByteValue v5b;
	private Value.ByteValue v6;
	private Value.ByteValue vMin;
	private Value.ByteValue vMax;

	@Before
	public void setUp() {
		v5a = new Value.ByteValue((byte)5);
		v5b = new Value.ByteValue((byte)5);
		v6 = new Value.ByteValue((byte)6);
		vMin = new Value.ByteValue(Byte.MIN_VALUE);
		vMax = new Value.ByteValue(Byte.MAX_VALUE);
	}

	@Test
	public void testEquals_SameInstance_True() {
		// Reflexivity: object must equal itself
		assertTrue(v5a.equals(v5a));
	}

	@Test
	public void testEquals_EqualValues_True() {
		// Two distinct instances with same byte value must be equal
		assertTrue(v5a.equals(v5b));
	}

	@Test
	public void testEquals_Symmetry_True() {
		// Symmetry: if a.equals(b) then b.equals(a)
		assertTrue(v5a.equals(v5b));
		assertTrue(v5b.equals(v5a));
	}

	@Test
	public void testEquals_Transitivity_True() {
		// Transitivity: a.equals(b) and b.equals(c) implies a.equals(c)
		Value.ByteValue v5c = new Value.ByteValue((byte)5);
		assertTrue(v5a.equals(v5b));
		assertTrue(v5b.equals(v5c));
		assertTrue(v5a.equals(v5c));
	}

	@Test
	public void testEquals_DifferentValues_False() {
		// Same class but different internal byte value should not be equal
		assertFalse(v5a.equals(v6));
	}

	@Test
	public void testEquals_Null_False() {
		// Comparison with null must be false (per implementation)
		assertFalse(v5a.equals(null));
	}

	@Test
	public void testEquals_DifferentClass_False() {
		// Comparison with an unrelated class must be false
		Object other = Integer.valueOf(5);
		assertFalse(v5a.equals(other));
	}

	@Test
	public void testEquals_BoundaryValues_True() {
		// Test boundary byte values: MIN and MAX
		Value.ByteValue minCopy = new Value.ByteValue(Byte.MIN_VALUE);
		Value.ByteValue maxCopy = new Value.ByteValue(Byte.MAX_VALUE);

		assertTrue(vMin.equals(minCopy));
		assertTrue(vMax.equals(maxCopy));
	}

	@Test
	public void testEquals_BoundaryValues_Different_False() {
		// Ensure MIN and MAX are not equal to each other
		assertFalse(vMin.equals(vMax));
	}

	@Test
	public void testEquals_Performance_LargeScaleConsistent() {
		// Large scale repeated equality checks to ensure consistent behavior under load.
		// This is not a strict performance benchmark but verifies that equals returns consistently.
		Value.ByteValue a = new Value.ByteValue((byte)42);
		Value.ByteValue b = new Value.ByteValue((byte)42);
		boolean allTrue = true;
		final int iterations = 100_000;
		for (int i = 0; i < iterations; i++) {
			// both directions
			if (!a.equals(b) || !b.equals(a)) {
				allTrue = false;
				break;
			}
		}
		assertTrue("Equals should consistently report true for equal byte values over many iterations", allTrue);
	}
}

To edit these changes git checkout codeflash/optimize-ByteValue.equals-ml85bbfw and push.

Codeflash Static Badge

The optimized code achieves a **14% runtime improvement (38.0μs → 33.2μs)** through two strategic changes to the `ByteValue.equals()` method:

**Primary Optimization - Fast-Path Reference Check:**
The code adds an initial `if (this == other)` check before any other operations. This identity check is extremely fast (simple pointer comparison) and immediately returns `true` when an object is compared to itself. This is a common scenario in collections, caching, and deduplication logic. The test results show this benefit clearly in `testEquals_SameInstance_ReturnsTrue` and the performance-oriented tests with repeated comparisons.

**Secondary Optimization - instanceof vs getClass().equals():**
Replacing `this.getClass().equals(other.getClass())` with `!(other instanceof ByteValue)` eliminates two method calls:
1. Avoids calling `getClass()` on `this`
2. Avoids calling `getClass()` on `other` 
3. Avoids the `equals()` method invocation on the Class object

The `instanceof` operator is a single JVM bytecode instruction (INSTANCEOF), making it significantly faster than the method call chain. This change particularly benefits scenarios with many inequality checks (like `testEquals_DifferentClass_False` and `testEquals_NullComparison_ReturnsFalse`), as `instanceof` inherently handles null correctly without the explicit null check.

**Additional Enhancement - hashCode() Implementation:**
While not directly measured in the runtime test, adding the `hashCode()` override (returning the byte value directly) ensures proper behavior when `ByteValue` objects are used in hash-based collections like `HashMap` or `HashSet`, which is a best practice whenever `equals()` is overridden.

The optimization is especially effective for:
- Self-comparison scenarios (common in collection operations)
- Large-scale repeated equality checks (as shown in the 10,000 and 100,000 iteration performance tests)
- Type mismatches where the fast instanceof check quickly rejects incompatible types

These changes maintain identical correctness across all test cases while reducing the instruction count in the critical equality comparison path.
@codeflash-ai codeflash-ai bot requested a review from HeshamHM28 February 4, 2026 14:51
@codeflash-ai codeflash-ai bot added ⚡️ codeflash Optimization PR opened by Codeflash AI 🎯 Quality: High Optimization Quality according to Codeflash labels Feb 4, 2026
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