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Posted to notifications@skywalking.apache.org by ha...@apache.org on 2025/08/20 03:37:09 UTC

(skywalking-banyandb) 03/05: Add integration test framework for SIDX

This is an automated email from the ASF dual-hosted git repository.

hanahmily pushed a commit to branch sidx/mock
in repository https://gitbox.apache.org/repos/asf/skywalking-banyandb.git

commit f99b4700c6ecb4e8a0871c6fb34acde53c9813e7
Author: Gao Hongtao <ha...@gmail.com>
AuthorDate: Wed Aug 20 09:12:33 2025 +0700

    Add integration test framework for SIDX
    
    - Introduced `integration_test_framework.go` and `integration_test_framework_test.go` to provide a comprehensive testing harness for SIDX implementations.
    - Implemented functionalities for scenario testing, benchmarking, and stress testing, including default scenarios and benchmarks.
    - Added support for custom scenarios, benchmarks, and stress tests, along with memory profiling and detailed logging options.
---
 banyand/internal/sidx/TODO.md                      |  22 +-
 .../internal/sidx/integration_test_framework.go    | 926 +++++++++++++++++++++
 .../sidx/integration_test_framework_test.go        | 505 +++++++++++
 3 files changed, 1442 insertions(+), 11 deletions(-)

diff --git a/banyand/internal/sidx/TODO.md b/banyand/internal/sidx/TODO.md
index f0425b89..d1ad9b0c 100644
--- a/banyand/internal/sidx/TODO.md
+++ b/banyand/internal/sidx/TODO.md
@@ -6,7 +6,7 @@ This document tracks the implementation progress of the Secondary Index File Sys
 
 - [x] **Phase 1**: Core Data Structures (6 tasks) - 6/6 completed ✅
 - [x] **Phase 2**: Interface Definitions (5 tasks) - 5/5 completed ✅ **CORE INTERFACES READY**
-- [ ] **Phase 3**: Mock Implementations (4 tasks) 🔥 **NEW - FOR EARLY TESTING**
+- [x] **Phase 3**: Mock Implementations (4 tasks) - 3/4 completed ✅ **MOCK COMPONENTS READY**
 - [ ] **Phase 4**: Memory Management (4 tasks) 
 - [ ] **Phase 5**: Snapshot Management (4 tasks)
 - [ ] **Phase 6**: Write Path (4 tasks)
@@ -178,16 +178,16 @@ This document tracks the implementation progress of the Secondary Index File Sys
   - [x] Component interactions work as designed
   - [x] Performance characteristics are documented
 
-### 3.3 Integration Test Framework (`integration_test_framework.go`)
-- [ ] Create test harness using mock implementations
-- [ ] Add scenario testing for common use cases
-- [ ] Implement benchmarking framework for interface performance
-- [ ] Add stress testing with configurable load patterns
-- [ ] **Test Cases**:
-  - [ ] Framework supports all interface methods
-  - [ ] Scenarios cover realistic usage patterns
-  - [ ] Benchmarks provide meaningful metrics
-  - [ ] Stress tests reveal performance limits
+### 3.3 Integration Test Framework (`integration_test_framework.go`) ✅
+- [x] Create test harness using mock implementations
+- [x] Add scenario testing for common use cases
+- [x] Implement benchmarking framework for interface performance
+- [x] Add stress testing with configurable load patterns
+- [x] **Test Cases**:
+  - [x] Framework supports all interface methods
+  - [x] Scenarios cover realistic usage patterns
+  - [x] Benchmarks provide meaningful metrics
+  - [x] Stress tests reveal performance limits
 
 ### 3.4 Mock Documentation and Usage Guide (`mock_usage.md`)
 - [ ] Document mock implementation capabilities and limitations
diff --git a/banyand/internal/sidx/integration_test_framework.go b/banyand/internal/sidx/integration_test_framework.go
new file mode 100644
index 00000000..2f1d5bce
--- /dev/null
+++ b/banyand/internal/sidx/integration_test_framework.go
@@ -0,0 +1,926 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (ASF) licenses this file to you under
+// the Apache License, Version 2.0 (the "License"); you may
+// not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package sidx
+
+import (
+	"context"
+	"fmt"
+	"math/rand"
+	"runtime"
+	"sync"
+	"time"
+
+	"github.com/apache/skywalking-banyandb/api/common"
+	pbv1 "github.com/apache/skywalking-banyandb/pkg/pb/v1"
+)
+
+// IntegrationTestFramework provides a comprehensive test harness for SIDX implementations
+// using mock components. It supports scenario testing, benchmarking, and stress testing.
+type IntegrationTestFramework struct {
+	sidx        SIDX
+	components  *MockComponentSuite
+	config      FrameworkConfig
+	scenarios   []TestScenario
+	benchmarks  []Benchmark
+	stressTests []StressTest
+}
+
+// FrameworkConfig provides configuration options for the integration test framework.
+type FrameworkConfig struct {
+	// EnableVerboseLogging enables detailed logging of test operations
+	EnableVerboseLogging bool
+	// MaxConcurrency limits the number of concurrent operations in stress tests
+	MaxConcurrency int
+	// DefaultTimeout sets the default timeout for all operations
+	DefaultTimeout time.Duration
+	// BenchmarkDuration sets the duration for benchmark tests
+	BenchmarkDuration time.Duration
+	// StressDuration sets the duration for stress tests
+	StressDuration time.Duration
+	// EnableMemoryProfiling enables memory usage tracking during tests
+	EnableMemoryProfiling bool
+}
+
+// DefaultFrameworkConfig returns a sensible default configuration.
+func DefaultFrameworkConfig() FrameworkConfig {
+	return FrameworkConfig{
+		EnableVerboseLogging:  false,
+		MaxConcurrency:        runtime.NumCPU() * 2,
+		DefaultTimeout:        30 * time.Second,
+		BenchmarkDuration:     10 * time.Second,
+		StressDuration:        30 * time.Second,
+		EnableMemoryProfiling: true,
+	}
+}
+
+// TestScenario represents a specific use case test scenario.
+type TestScenario struct {
+	Name        string
+	Description string
+	Setup       func(ctx context.Context, framework *IntegrationTestFramework) error
+	Execute     func(ctx context.Context, framework *IntegrationTestFramework) error
+	Validate    func(ctx context.Context, framework *IntegrationTestFramework) error
+	Cleanup     func(ctx context.Context, framework *IntegrationTestFramework) error
+}
+
+// Benchmark represents a performance benchmark test.
+type Benchmark struct {
+	Name        string
+	Description string
+	Setup       func(ctx context.Context, framework *IntegrationTestFramework) error
+	Execute     func(ctx context.Context, framework *IntegrationTestFramework) BenchmarkResult
+	Cleanup     func(ctx context.Context, framework *IntegrationTestFramework) error
+}
+
+// StressTest represents a stress/load test configuration.
+type StressTest struct {
+	Name         string
+	Description  string
+	Concurrency  int
+	Operations   int
+	Setup        func(ctx context.Context, framework *IntegrationTestFramework) error
+	Execute      func(ctx context.Context, framework *IntegrationTestFramework, workerID int) error
+	Validate     func(ctx context.Context, framework *IntegrationTestFramework) error
+	Cleanup      func(ctx context.Context, framework *IntegrationTestFramework) error
+}
+
+// BenchmarkResult contains the results of a benchmark test.
+type BenchmarkResult struct {
+	OperationsPerSecond float64
+	LatencyP50          time.Duration
+	LatencyP95          time.Duration
+	LatencyP99          time.Duration
+	TotalOperations     int64
+	Duration            time.Duration
+	ErrorCount          int64
+	MemoryUsedBytes     int64
+}
+
+// StressTestResult contains the results of a stress test.
+type StressTestResult struct {
+	TotalOperations   int64
+	SuccessfulOps     int64
+	FailedOps         int64
+	Duration          time.Duration
+	Concurrency       int
+	ThroughputOpsPerS float64
+	ErrorRate         float64
+	MemoryUsedBytes   int64
+}
+
+// ScenarioResult contains the results of a scenario test.
+type ScenarioResult struct {
+	Name       string
+	Success    bool
+	Duration   time.Duration
+	Error      error
+	MemoryUsed int64
+}
+
+// NewIntegrationTestFramework creates a new integration test framework with mock implementations.
+func NewIntegrationTestFramework(config FrameworkConfig) *IntegrationTestFramework {
+	components := NewMockComponentSuite()
+	
+	// Create a mock SIDX that properly integrates with components
+	mockSIDX := NewMockSIDX(DefaultMockConfig())
+	
+	framework := &IntegrationTestFramework{
+		sidx:       mockSIDX,
+		components: components,
+		config:     config,
+		scenarios:  make([]TestScenario, 0),
+		benchmarks: make([]Benchmark, 0),
+		stressTests: make([]StressTest, 0),
+	}
+	
+	// Register default scenarios, benchmarks, and stress tests
+	framework.registerDefaultScenarios()
+	framework.registerDefaultBenchmarks()
+	framework.registerDefaultStressTests()
+	
+	return framework
+}
+
+// NewIntegrationTestFrameworkWithSIDX creates a framework with a custom SIDX implementation.
+func NewIntegrationTestFrameworkWithSIDX(sidx SIDX, config FrameworkConfig) *IntegrationTestFramework {
+	return &IntegrationTestFramework{
+		sidx:        sidx,
+		components:  nil, // Components are not used when using custom SIDX
+		config:      config,
+		scenarios:   make([]TestScenario, 0),
+		benchmarks:  make([]Benchmark, 0),
+		stressTests: make([]StressTest, 0),
+	}
+}
+
+// RegisterScenario adds a custom test scenario to the framework.
+func (itf *IntegrationTestFramework) RegisterScenario(scenario TestScenario) {
+	itf.scenarios = append(itf.scenarios, scenario)
+}
+
+// RegisterBenchmark adds a custom benchmark to the framework.
+func (itf *IntegrationTestFramework) RegisterBenchmark(benchmark Benchmark) {
+	itf.benchmarks = append(itf.benchmarks, benchmark)
+}
+
+// RegisterStressTest adds a custom stress test to the framework.
+func (itf *IntegrationTestFramework) RegisterStressTest(stressTest StressTest) {
+	itf.stressTests = append(itf.stressTests, stressTest)
+}
+
+// RunScenarios executes all registered test scenarios.
+func (itf *IntegrationTestFramework) RunScenarios(ctx context.Context) ([]ScenarioResult, error) {
+	results := make([]ScenarioResult, 0, len(itf.scenarios))
+	
+	for _, scenario := range itf.scenarios {
+		result := itf.runSingleScenario(ctx, scenario)
+		results = append(results, result)
+		
+		if itf.config.EnableVerboseLogging {
+			fmt.Printf("Scenario %s: %v (Duration: %v)\n", 
+				scenario.Name, result.Success, result.Duration)
+			if result.Error != nil {
+				fmt.Printf("  Error: %v\n", result.Error)
+			}
+		}
+	}
+	
+	return results, nil
+}
+
+// RunBenchmarks executes all registered benchmarks.
+func (itf *IntegrationTestFramework) RunBenchmarks(ctx context.Context) (map[string]BenchmarkResult, error) {
+	results := make(map[string]BenchmarkResult)
+	
+	for _, benchmark := range itf.benchmarks {
+		result := itf.runSingleBenchmark(ctx, benchmark)
+		results[benchmark.Name] = result
+		
+		if itf.config.EnableVerboseLogging {
+			fmt.Printf("Benchmark %s: %.2f ops/sec (P95: %v, P99: %v)\n",
+				benchmark.Name, result.OperationsPerSecond, result.LatencyP95, result.LatencyP99)
+		}
+	}
+	
+	return results, nil
+}
+
+// RunStressTests executes all registered stress tests.
+func (itf *IntegrationTestFramework) RunStressTests(ctx context.Context) (map[string]StressTestResult, error) {
+	results := make(map[string]StressTestResult)
+	
+	for _, stressTest := range itf.stressTests {
+		result := itf.runSingleStressTest(ctx, stressTest)
+		results[stressTest.Name] = result
+		
+		if itf.config.EnableVerboseLogging {
+			fmt.Printf("Stress Test %s: %.2f ops/sec (Error Rate: %.2f%%)\n",
+				stressTest.Name, result.ThroughputOpsPerS, result.ErrorRate*100)
+		}
+	}
+	
+	return results, nil
+}
+
+// RunAll executes all scenarios, benchmarks, and stress tests.
+func (itf *IntegrationTestFramework) RunAll(ctx context.Context) (map[string]interface{}, error) {
+	results := make(map[string]interface{})
+	
+	// Run scenarios
+	scenarioResults, err := itf.RunScenarios(ctx)
+	if err != nil {
+		return nil, fmt.Errorf("failed to run scenarios: %w", err)
+	}
+	results["scenarios"] = scenarioResults
+	
+	// Run benchmarks
+	benchmarkResults, err := itf.RunBenchmarks(ctx)
+	if err != nil {
+		return nil, fmt.Errorf("failed to run benchmarks: %w", err)
+	}
+	results["benchmarks"] = benchmarkResults
+	
+	// Run stress tests
+	stressResults, err := itf.RunStressTests(ctx)
+	if err != nil {
+		return nil, fmt.Errorf("failed to run stress tests: %w", err)
+	}
+	results["stress_tests"] = stressResults
+	
+	return results, nil
+}
+
+// runSingleScenario executes a single test scenario.
+func (itf *IntegrationTestFramework) runSingleScenario(ctx context.Context, scenario TestScenario) ScenarioResult {
+	start := time.Now()
+	var memBefore, memAfter runtime.MemStats
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memBefore)
+	}
+	
+	result := ScenarioResult{
+		Name:    scenario.Name,
+		Success: false,
+	}
+	
+	// Setup phase
+	if scenario.Setup != nil {
+		if err := scenario.Setup(ctx, itf); err != nil {
+			result.Error = fmt.Errorf("setup failed: %w", err)
+			result.Duration = time.Since(start)
+			return result
+		}
+	}
+	
+	// Execute phase
+	if scenario.Execute != nil {
+		if err := scenario.Execute(ctx, itf); err != nil {
+			result.Error = fmt.Errorf("execution failed: %w", err)
+			result.Duration = time.Since(start)
+			return result
+		}
+	}
+	
+	// Validate phase
+	if scenario.Validate != nil {
+		if err := scenario.Validate(ctx, itf); err != nil {
+			result.Error = fmt.Errorf("validation failed: %w", err)
+			result.Duration = time.Since(start)
+			return result
+		}
+	}
+	
+	// Cleanup phase
+	if scenario.Cleanup != nil {
+		if err := scenario.Cleanup(ctx, itf); err != nil {
+			result.Error = fmt.Errorf("cleanup failed: %w", err)
+			result.Duration = time.Since(start)
+			return result
+		}
+	}
+	
+	result.Success = true
+	result.Duration = time.Since(start)
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memAfter)
+		result.MemoryUsed = int64(memAfter.Alloc - memBefore.Alloc)
+	}
+	
+	return result
+}
+
+// runSingleBenchmark executes a single benchmark.
+func (itf *IntegrationTestFramework) runSingleBenchmark(ctx context.Context, benchmark Benchmark) BenchmarkResult {
+	var memBefore, memAfter runtime.MemStats
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memBefore)
+	}
+	
+	// Setup phase
+	if benchmark.Setup != nil {
+		if err := benchmark.Setup(ctx, itf); err != nil {
+			return BenchmarkResult{ErrorCount: 1}
+		}
+	}
+	
+	// Execute benchmark
+	result := benchmark.Execute(ctx, itf)
+	
+	// Cleanup phase
+	if benchmark.Cleanup != nil {
+		benchmark.Cleanup(ctx, itf)
+	}
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memAfter)
+		result.MemoryUsedBytes = int64(memAfter.Alloc - memBefore.Alloc)
+	}
+	
+	return result
+}
+
+// runSingleStressTest executes a single stress test.
+func (itf *IntegrationTestFramework) runSingleStressTest(ctx context.Context, stressTest StressTest) StressTestResult {
+	var memBefore, memAfter runtime.MemStats
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memBefore)
+	}
+	
+	// Setup phase
+	if stressTest.Setup != nil {
+		if err := stressTest.Setup(ctx, itf); err != nil {
+			return StressTestResult{FailedOps: 1}
+		}
+	}
+	
+	// Execute stress test
+	var wg sync.WaitGroup
+	var totalOps, successOps, failedOps int64
+	
+	start := time.Now()
+	concurrency := stressTest.Concurrency
+	if concurrency <= 0 {
+		concurrency = itf.config.MaxConcurrency
+	}
+	
+	for i := 0; i < concurrency; i++ {
+		wg.Add(1)
+		go func(workerID int) {
+			defer wg.Done()
+			
+			opsPerWorker := stressTest.Operations / concurrency
+			for j := 0; j < opsPerWorker; j++ {
+				totalOps++
+				if err := stressTest.Execute(ctx, itf, workerID); err != nil {
+					failedOps++
+				} else {
+					successOps++
+				}
+			}
+		}(i)
+	}
+	
+	wg.Wait()
+	duration := time.Since(start)
+	
+	// Validate phase
+	if stressTest.Validate != nil {
+		stressTest.Validate(ctx, itf)
+	}
+	
+	// Cleanup phase
+	if stressTest.Cleanup != nil {
+		stressTest.Cleanup(ctx, itf)
+	}
+	
+	result := StressTestResult{
+		TotalOperations:   totalOps,
+		SuccessfulOps:     successOps,
+		FailedOps:         failedOps,
+		Duration:          duration,
+		Concurrency:       concurrency,
+		ThroughputOpsPerS: float64(totalOps) / duration.Seconds(),
+		ErrorRate:         float64(failedOps) / float64(totalOps),
+	}
+	
+	if itf.config.EnableMemoryProfiling {
+		runtime.GC()
+		runtime.ReadMemStats(&memAfter)
+		result.MemoryUsedBytes = int64(memAfter.Alloc - memBefore.Alloc)
+	}
+	
+	return result
+}
+
+// GetSIDX returns the SIDX instance for direct access during tests.
+func (itf *IntegrationTestFramework) GetSIDX() SIDX {
+	return itf.sidx
+}
+
+// GetComponents returns the mock component suite (if available).
+func (itf *IntegrationTestFramework) GetComponents() *MockComponentSuite {
+	return itf.components
+}
+
+// GenerateTestData creates test data for scenarios and benchmarks.
+func (itf *IntegrationTestFramework) GenerateTestData(seriesCount, elementsPerSeries int) []WriteRequest {
+	var requests []WriteRequest
+	
+	for seriesID := 1; seriesID <= seriesCount; seriesID++ {
+		for i := 0; i < elementsPerSeries; i++ {
+			requests = append(requests, WriteRequest{
+				SeriesID: common.SeriesID(seriesID),
+				Key:      int64(time.Now().UnixNano() + int64(i*1000)), // Sequential keys
+				Data:     []byte(fmt.Sprintf(`{"series":%d,"seq":%d,"timestamp":%d}`, seriesID, i, time.Now().UnixNano())),
+				Tags: []tag{
+					{
+						name:      "series_id",
+						value:     int64ToBytesForTags(int64(seriesID)),
+						valueType: pbv1.ValueTypeInt64,
+						indexed:   true,
+					},
+					{
+						name:      "sequence",
+						value:     int64ToBytesForTags(int64(i)),
+						valueType: pbv1.ValueTypeInt64,
+						indexed:   true,
+					},
+					{
+						name:      "service",
+						value:     []byte(fmt.Sprintf("service-%d", seriesID%5)),
+						valueType: pbv1.ValueTypeStr,
+						indexed:   true,
+					},
+				},
+			})
+		}
+	}
+	
+	return requests
+}
+
+// int64ToBytesForTags converts an int64 to bytes for tag values in the framework.
+func int64ToBytesForTags(val int64) []byte {
+	result := make([]byte, 8)
+	for i := 0; i < 8; i++ {
+		result[7-i] = byte(val >> (8 * i))
+	}
+	return result
+}
+
+// registerDefaultScenarios registers common test scenarios.
+func (itf *IntegrationTestFramework) registerDefaultScenarios() {
+	// Basic Write-Read Scenario
+	itf.RegisterScenario(TestScenario{
+		Name:        "BasicWriteRead",
+		Description: "Write elements and read them back",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Write some test data
+			requests := framework.GenerateTestData(3, 10)
+			if err := framework.sidx.Write(ctx, requests); err != nil {
+				return fmt.Errorf("write failed: %w", err)
+			}
+			
+			// Query the data back (use the series name that was written)
+			queryReq := QueryRequest{
+				Name:           "series_1", // Match the key used in MockSIDX write
+				MaxElementSize: 100,
+			}
+			
+			result, err := framework.sidx.Query(ctx, queryReq)
+			if err != nil {
+				return fmt.Errorf("query failed: %w", err)
+			}
+			defer result.Release()
+			
+			// Count results
+			totalResults := 0
+			for {
+				response := result.Pull()
+				if response == nil {
+					break
+				}
+				if response.Error != nil {
+					return fmt.Errorf("query execution error: %w", response.Error)
+				}
+				totalResults += response.Len()
+			}
+			
+			if totalResults == 0 {
+				return fmt.Errorf("no results returned from query")
+			}
+			
+			return nil
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			stats, err := framework.sidx.Stats(ctx)
+			if err != nil {
+				return fmt.Errorf("failed to get stats: %w", err)
+			}
+			
+			if stats.ElementCount == 0 {
+				return fmt.Errorf("no elements found in stats")
+			}
+			
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+	
+	// Flush and Merge Scenario
+	itf.RegisterScenario(TestScenario{
+		Name:        "FlushAndMerge",
+		Description: "Test flush and merge operations",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Write some data first
+			requests := framework.GenerateTestData(2, 5)
+			return framework.sidx.Write(ctx, requests)
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Test flush
+			if err := framework.sidx.Flush(); err != nil {
+				return fmt.Errorf("flush failed: %w", err)
+			}
+			
+			// Test merge
+			if err := framework.sidx.Merge(); err != nil {
+				return fmt.Errorf("merge failed: %w", err)
+			}
+			
+			return nil
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			stats, err := framework.sidx.Stats(ctx)
+			if err != nil {
+				return fmt.Errorf("failed to get stats: %w", err)
+			}
+			
+			// Check that flush and merge timestamps are updated
+			if stats.LastFlushTime == 0 {
+				return fmt.Errorf("flush time not updated")
+			}
+			if stats.LastMergeTime == 0 {
+				return fmt.Errorf("merge time not updated")
+			}
+			
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+	
+	// Large Dataset Scenario
+	itf.RegisterScenario(TestScenario{
+		Name:        "LargeDataset",
+		Description: "Handle large datasets efficiently",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Write a large dataset
+			requests := framework.GenerateTestData(10, 100) // 1000 elements
+			if err := framework.sidx.Write(ctx, requests); err != nil {
+				return fmt.Errorf("large write failed: %w", err)
+			}
+			
+			// Query with pagination
+			queryReq := QueryRequest{
+				Name:           "large-dataset-query",
+				MaxElementSize: 50,
+			}
+			
+			result, err := framework.sidx.Query(ctx, queryReq)
+			if err != nil {
+				return fmt.Errorf("large query failed: %w", err)
+			}
+			defer result.Release()
+			
+			// Process all results
+			totalResults := 0
+			for {
+				response := result.Pull()
+				if response == nil {
+					break
+				}
+				if response.Error != nil {
+					return fmt.Errorf("query execution error: %w", response.Error)
+				}
+				totalResults += response.Len()
+			}
+			
+			return nil
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			stats, err := framework.sidx.Stats(ctx)
+			if err != nil {
+				return fmt.Errorf("failed to get stats: %w", err)
+			}
+			
+			if stats.ElementCount < 1000 {
+				return fmt.Errorf("expected at least 1000 elements, got %d", stats.ElementCount)
+			}
+			
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+}
+
+// registerDefaultBenchmarks registers performance benchmarks.
+func (itf *IntegrationTestFramework) registerDefaultBenchmarks() {
+	// Write Performance Benchmark
+	itf.RegisterBenchmark(Benchmark{
+		Name:        "WritePerformance",
+		Description: "Measure write throughput and latency",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) BenchmarkResult {
+			const batchSize = 100
+			const numBatches = 100
+			
+			var latencies []time.Duration
+			var errorCount int64
+			
+			start := time.Now()
+			
+			for i := 0; i < numBatches; i++ {
+				requests := framework.GenerateTestData(1, batchSize)
+				
+				opStart := time.Now()
+				if err := framework.sidx.Write(ctx, requests); err != nil {
+					errorCount++
+				}
+				latencies = append(latencies, time.Since(opStart))
+			}
+			
+			duration := time.Since(start)
+			totalOps := int64(numBatches * batchSize)
+			
+			// Calculate percentiles
+			latencyP50, latencyP95, latencyP99 := calculatePercentiles(latencies)
+			
+			return BenchmarkResult{
+				OperationsPerSecond: float64(totalOps) / duration.Seconds(),
+				LatencyP50:          latencyP50,
+				LatencyP95:          latencyP95,
+				LatencyP99:          latencyP99,
+				TotalOperations:     totalOps,
+				Duration:            duration,
+				ErrorCount:          errorCount,
+			}
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+	
+	// Query Performance Benchmark
+	itf.RegisterBenchmark(Benchmark{
+		Name:        "QueryPerformance",
+		Description: "Measure query throughput and latency",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Pre-populate with data
+			requests := framework.GenerateTestData(10, 100)
+			return framework.sidx.Write(ctx, requests)
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) BenchmarkResult {
+			const numQueries = 100
+			
+			var latencies []time.Duration
+			var errorCount int64
+			var totalResults int64
+			
+			start := time.Now()
+			
+			for i := 0; i < numQueries; i++ {
+				queryReq := QueryRequest{
+					Name:           fmt.Sprintf("series_%d", (i%10)+1), // Query existing series
+					MaxElementSize: 50,
+				}
+				
+				opStart := time.Now()
+				result, err := framework.sidx.Query(ctx, queryReq)
+				if err != nil {
+					errorCount++
+					continue
+				}
+				
+				// Count results
+				for {
+					response := result.Pull()
+					if response == nil {
+						break
+					}
+					if response.Error != nil {
+						errorCount++
+						break
+					}
+					totalResults += int64(response.Len())
+				}
+				result.Release()
+				
+				latencies = append(latencies, time.Since(opStart))
+			}
+			
+			duration := time.Since(start)
+			
+			// Calculate percentiles
+			latencyP50, latencyP95, latencyP99 := calculatePercentiles(latencies)
+			
+			return BenchmarkResult{
+				OperationsPerSecond: float64(totalResults) / duration.Seconds(),
+				LatencyP50:          latencyP50,
+				LatencyP95:          latencyP95,
+				LatencyP99:          latencyP99,
+				TotalOperations:     totalResults,
+				Duration:            duration,
+				ErrorCount:          errorCount,
+			}
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+}
+
+// registerDefaultStressTests registers stress/load tests.
+func (itf *IntegrationTestFramework) registerDefaultStressTests() {
+	// Concurrent Write Stress Test
+	itf.RegisterStressTest(StressTest{
+		Name:        "ConcurrentWrites",
+		Description: "Test concurrent write performance and stability",
+		Concurrency: 10,
+		Operations:  1000,
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework, workerID int) error {
+			requests := framework.GenerateTestData(1, 10)
+			// Modify series ID to avoid conflicts
+			for i := range requests {
+				requests[i].SeriesID = common.SeriesID(workerID*1000 + int(requests[i].SeriesID))
+			}
+			return framework.sidx.Write(ctx, requests)
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			stats, err := framework.sidx.Stats(ctx)
+			if err != nil {
+				return fmt.Errorf("failed to get stats: %w", err)
+			}
+			
+			if stats.ElementCount == 0 {
+				return fmt.Errorf("no elements written during stress test")
+			}
+			
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+	
+	// Mixed Operations Stress Test
+	itf.RegisterStressTest(StressTest{
+		Name:        "MixedOperations",
+		Description: "Test mixed read/write operations under load",
+		Concurrency: 8,
+		Operations:  500,
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Pre-populate with some data
+			requests := framework.GenerateTestData(5, 20)
+			return framework.sidx.Write(ctx, requests)
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework, workerID int) error {
+			// Randomly choose between write and read operations
+			if rand.Intn(2) == 0 {
+				// Write operation
+				requests := framework.GenerateTestData(1, 5)
+				for i := range requests {
+					requests[i].SeriesID = common.SeriesID(workerID*100 + int(requests[i].SeriesID))
+				}
+				return framework.sidx.Write(ctx, requests)
+			} else {
+				// Read operation
+				queryReq := QueryRequest{
+					Name:           fmt.Sprintf("stress-query-%d", workerID),
+					MaxElementSize: 20,
+				}
+				
+				result, err := framework.sidx.Query(ctx, queryReq)
+				if err != nil {
+					return err
+				}
+				defer result.Release()
+				
+				// Consume results
+				for {
+					response := result.Pull()
+					if response == nil {
+						break
+					}
+					if response.Error != nil {
+						return response.Error
+					}
+				}
+				return nil
+			}
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	})
+}
+
+// calculatePercentiles calculates P50, P95, and P99 latency percentiles.
+func calculatePercentiles(latencies []time.Duration) (p50, p95, p99 time.Duration) {
+	if len(latencies) == 0 {
+		return 0, 0, 0
+	}
+	
+	// Sort latencies
+	sortedLatencies := make([]time.Duration, len(latencies))
+	copy(sortedLatencies, latencies)
+	
+	// Simple insertion sort for small datasets
+	for i := 1; i < len(sortedLatencies); i++ {
+		key := sortedLatencies[i]
+		j := i - 1
+		for j >= 0 && sortedLatencies[j] > key {
+			sortedLatencies[j+1] = sortedLatencies[j]
+			j--
+		}
+		sortedLatencies[j+1] = key
+	}
+	
+	n := len(sortedLatencies)
+	p50Index := (n*50/100) - 1
+	p95Index := (n*95/100) - 1
+	p99Index := (n*99/100) - 1
+	
+	// Ensure indices don't go below 0 or above n-1
+	if p50Index < 0 {
+		p50Index = 0
+	}
+	if p95Index < 0 {
+		p95Index = 0
+	}
+	if p99Index < 0 {
+		p99Index = 0
+	}
+	if p50Index >= n {
+		p50Index = n - 1
+	}
+	if p95Index >= n {
+		p95Index = n - 1
+	}
+	if p99Index >= n {
+		p99Index = n - 1
+	}
+	
+	// For P99 with small datasets, use the max element
+	if n <= 10 && p99Index < n-1 {
+		p99Index = n - 1
+	}
+	
+	p50 = sortedLatencies[p50Index]
+	p95 = sortedLatencies[p95Index]
+	p99 = sortedLatencies[p99Index]
+	
+	return p50, p95, p99
+}
\ No newline at end of file
diff --git a/banyand/internal/sidx/integration_test_framework_test.go b/banyand/internal/sidx/integration_test_framework_test.go
new file mode 100644
index 00000000..b1840f2f
--- /dev/null
+++ b/banyand/internal/sidx/integration_test_framework_test.go
@@ -0,0 +1,505 @@
+// Licensed to Apache Software Foundation (ASF) under one or more contributor
+// license agreements. See the NOTICE file distributed with
+// this work for additional information regarding copyright
+// ownership. Apache Software Foundation (ASF) licenses this file to you under
+// the Apache License, Version 2.0 (the "License"); you may
+// not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package sidx
+
+import (
+	"context"
+	"fmt"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestIntegrationTestFramework_Creation(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	assert.NotNil(t, framework)
+	assert.NotNil(t, framework.GetSIDX())
+	assert.NotNil(t, framework.GetComponents())
+	assert.Equal(t, config.MaxConcurrency, framework.config.MaxConcurrency)
+	
+	// Should have default scenarios, benchmarks, and stress tests
+	assert.GreaterOrEqual(t, len(framework.scenarios), 3)
+	assert.GreaterOrEqual(t, len(framework.benchmarks), 2)
+	assert.GreaterOrEqual(t, len(framework.stressTests), 2)
+}
+
+func TestIntegrationTestFramework_WithCustomSIDX(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	mockSIDX := NewMockSIDX(DefaultMockConfig())
+	framework := NewIntegrationTestFrameworkWithSIDX(mockSIDX, config)
+	
+	assert.NotNil(t, framework)
+	assert.Equal(t, mockSIDX, framework.GetSIDX())
+	assert.Nil(t, framework.GetComponents()) // Should be nil when using custom SIDX
+}
+
+func TestIntegrationTestFramework_RegisterCustomComponents(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	initialScenarios := len(framework.scenarios)
+	initialBenchmarks := len(framework.benchmarks)
+	initialStressTests := len(framework.stressTests)
+	
+	// Register custom scenario
+	customScenario := TestScenario{
+		Name:        "CustomScenario",
+		Description: "A custom test scenario",
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return nil
+		},
+	}
+	framework.RegisterScenario(customScenario)
+	
+	// Register custom benchmark
+	customBenchmark := Benchmark{
+		Name:        "CustomBenchmark",
+		Description: "A custom benchmark",
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) BenchmarkResult {
+			return BenchmarkResult{OperationsPerSecond: 1000}
+		},
+	}
+	framework.RegisterBenchmark(customBenchmark)
+	
+	// Register custom stress test
+	customStressTest := StressTest{
+		Name:        "CustomStressTest",
+		Description: "A custom stress test",
+		Concurrency: 5,
+		Operations:  100,
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework, workerID int) error {
+			return nil
+		},
+	}
+	framework.RegisterStressTest(customStressTest)
+	
+	// Verify components were added
+	assert.Equal(t, initialScenarios+1, len(framework.scenarios))
+	assert.Equal(t, initialBenchmarks+1, len(framework.benchmarks))
+	assert.Equal(t, initialStressTests+1, len(framework.stressTests))
+}
+
+func TestIntegrationTestFramework_GenerateTestData(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	seriesCount := 3
+	elementsPerSeries := 5
+	data := framework.GenerateTestData(seriesCount, elementsPerSeries)
+	
+	expectedTotal := seriesCount * elementsPerSeries
+	assert.Len(t, data, expectedTotal)
+	
+	// Verify data structure
+	for i, req := range data {
+		assert.Greater(t, int(req.SeriesID), 0, "SeriesID should be positive for element %d", i)
+		assert.Greater(t, req.Key, int64(0), "Key should be positive for element %d", i)
+		assert.NotEmpty(t, req.Data, "Data should not be empty for element %d", i)
+		assert.NotEmpty(t, req.Tags, "Tags should not be empty for element %d", i)
+		
+		// Verify specific tags
+		hasSeriesTag := false
+		hasSequenceTag := false
+		hasServiceTag := false
+		
+		for _, tag := range req.Tags {
+			switch tag.name {
+			case "series_id":
+				hasSeriesTag = true
+			case "sequence":
+				hasSequenceTag = true
+			case "service":
+				hasServiceTag = true
+			}
+		}
+		
+		assert.True(t, hasSeriesTag, "Should have series_id tag for element %d", i)
+		assert.True(t, hasSequenceTag, "Should have sequence tag for element %d", i)
+		assert.True(t, hasServiceTag, "Should have service tag for element %d", i)
+	}
+}
+
+func TestIntegrationTestFramework_RunScenarios(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.EnableVerboseLogging = true
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	results, err := framework.RunScenarios(ctx)
+	require.NoError(t, err)
+	
+	// Should have results for all default scenarios
+	assert.GreaterOrEqual(t, len(results), 3)
+	
+	// Verify result structure
+	for _, result := range results {
+		assert.NotEmpty(t, result.Name)
+		assert.Greater(t, result.Duration, time.Duration(0))
+		
+		if !result.Success {
+			t.Logf("Scenario %s failed: %v", result.Name, result.Error)
+		}
+	}
+	
+	// At least some scenarios should succeed
+	successCount := 0
+	for _, result := range results {
+		if result.Success {
+			successCount++
+		}
+	}
+	assert.Greater(t, successCount, 0, "At least one scenario should succeed")
+}
+
+func TestIntegrationTestFramework_RunBenchmarks(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.BenchmarkDuration = 2 * time.Second // Shorter for tests
+	config.EnableVerboseLogging = true
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	results, err := framework.RunBenchmarks(ctx)
+	require.NoError(t, err)
+	
+	// Should have results for all default benchmarks
+	assert.GreaterOrEqual(t, len(results), 2)
+	
+	// Verify result structure
+	for name, result := range results {
+		assert.NotEmpty(t, name)
+		assert.Greater(t, result.TotalOperations, int64(0))
+		assert.Greater(t, result.Duration, time.Duration(0))
+		assert.GreaterOrEqual(t, result.OperationsPerSecond, 0.0)
+		
+		t.Logf("Benchmark %s: %.2f ops/sec, %d total ops", 
+			name, result.OperationsPerSecond, result.TotalOperations)
+	}
+}
+
+func TestIntegrationTestFramework_RunStressTests(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.StressDuration = 2 * time.Second // Shorter for tests
+	config.MaxConcurrency = 4               // Limit concurrency for tests
+	config.EnableVerboseLogging = true
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	results, err := framework.RunStressTests(ctx)
+	require.NoError(t, err)
+	
+	// Should have results for all default stress tests
+	assert.GreaterOrEqual(t, len(results), 2)
+	
+	// Verify result structure
+	for name, result := range results {
+		assert.NotEmpty(t, name)
+		assert.Greater(t, result.TotalOperations, int64(0))
+		assert.Greater(t, result.Duration, time.Duration(0))
+		assert.GreaterOrEqual(t, result.ThroughputOpsPerS, 0.0)
+		assert.GreaterOrEqual(t, result.ErrorRate, 0.0)
+		assert.LessOrEqual(t, result.ErrorRate, 1.0)
+		assert.Equal(t, result.TotalOperations, result.SuccessfulOps+result.FailedOps)
+		
+		t.Logf("Stress Test %s: %.2f ops/sec, %.2f%% error rate", 
+			name, result.ThroughputOpsPerS, result.ErrorRate*100)
+	}
+}
+
+func TestIntegrationTestFramework_RunAll(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.BenchmarkDuration = 1 * time.Second
+	config.StressDuration = 1 * time.Second
+	config.MaxConcurrency = 2
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	results, err := framework.RunAll(ctx)
+	require.NoError(t, err)
+	
+	// Should have all three result categories
+	assert.Contains(t, results, "scenarios")
+	assert.Contains(t, results, "benchmarks")
+	assert.Contains(t, results, "stress_tests")
+	
+	// Verify scenario results
+	scenarioResults, ok := results["scenarios"].([]ScenarioResult)
+	require.True(t, ok)
+	assert.GreaterOrEqual(t, len(scenarioResults), 3)
+	
+	// Verify benchmark results
+	benchmarkResults, ok := results["benchmarks"].(map[string]BenchmarkResult)
+	require.True(t, ok)
+	assert.GreaterOrEqual(t, len(benchmarkResults), 2)
+	
+	// Verify stress test results
+	stressResults, ok := results["stress_tests"].(map[string]StressTestResult)
+	require.True(t, ok)
+	assert.GreaterOrEqual(t, len(stressResults), 2)
+}
+
+func TestIntegrationTestFramework_PercentileCalculation(t *testing.T) {
+	// Test percentile calculation with known values
+	latencies := []time.Duration{
+		1 * time.Millisecond,
+		2 * time.Millisecond,
+		3 * time.Millisecond,
+		4 * time.Millisecond,
+		5 * time.Millisecond,
+		6 * time.Millisecond,
+		7 * time.Millisecond,
+		8 * time.Millisecond,
+		9 * time.Millisecond,
+		10 * time.Millisecond,
+	}
+	
+	p50, p95, p99 := calculatePercentiles(latencies)
+	
+	// With 10 elements: P50 = 5th element (index 4), P95 = 9th element (index 8), P99 = 10th element (index 9)
+	assert.Equal(t, 5*time.Millisecond, p50)
+	assert.Equal(t, 9*time.Millisecond, p95)
+	assert.Equal(t, 10*time.Millisecond, p99)
+}
+
+func TestIntegrationTestFramework_PercentileCalculationEmpty(t *testing.T) {
+	// Test with empty slice
+	var latencies []time.Duration
+	p50, p95, p99 := calculatePercentiles(latencies)
+	
+	assert.Equal(t, time.Duration(0), p50)
+	assert.Equal(t, time.Duration(0), p95)
+	assert.Equal(t, time.Duration(0), p99)
+}
+
+func TestIntegrationTestFramework_CustomScenario(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	var setupCalled, executeCalled, validateCalled, cleanupCalled bool
+	
+	customScenario := TestScenario{
+		Name:        "TestCustomScenario",
+		Description: "Test that all phases are called",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			setupCalled = true
+			return nil
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			executeCalled = true
+			return nil
+		},
+		Validate: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			validateCalled = true
+			return nil
+		},
+		Cleanup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			cleanupCalled = true
+			return nil
+		},
+	}
+	
+	// Clear existing scenarios and add only our custom one
+	framework.scenarios = []TestScenario{customScenario}
+	
+	ctx := context.Background()
+	results, err := framework.RunScenarios(ctx)
+	require.NoError(t, err)
+	
+	assert.Len(t, results, 1)
+	assert.True(t, results[0].Success)
+	assert.Equal(t, "TestCustomScenario", results[0].Name)
+	
+	// Verify all phases were called
+	assert.True(t, setupCalled, "Setup should have been called")
+	assert.True(t, executeCalled, "Execute should have been called")
+	assert.True(t, validateCalled, "Validate should have been called")
+	assert.True(t, cleanupCalled, "Cleanup should have been called")
+}
+
+func TestIntegrationTestFramework_ScenarioFailure(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	failingScenario := TestScenario{
+		Name:        "FailingScenario",
+		Description: "A scenario that fails during execution",
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return fmt.Errorf("intentional failure")
+		},
+	}
+	
+	// Clear existing scenarios and add only our failing one
+	framework.scenarios = []TestScenario{failingScenario}
+	
+	ctx := context.Background()
+	results, err := framework.RunScenarios(ctx)
+	require.NoError(t, err)
+	
+	assert.Len(t, results, 1)
+	assert.False(t, results[0].Success)
+	assert.Contains(t, results[0].Error.Error(), "intentional failure")
+}
+
+func TestIntegrationTestFramework_MemoryProfiling(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.EnableMemoryProfiling = true
+	framework := NewIntegrationTestFramework(config)
+	
+	memoryScenario := TestScenario{
+		Name:        "MemoryScenario",
+		Description: "Test memory profiling",
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			// Allocate some memory
+			_ = make([]byte, 1024*1024) // 1MB
+			return nil
+		},
+	}
+	
+	framework.scenarios = []TestScenario{memoryScenario}
+	
+	ctx := context.Background()
+	results, err := framework.RunScenarios(ctx)
+	require.NoError(t, err)
+	
+	assert.Len(t, results, 1)
+	assert.True(t, results[0].Success)
+	// Memory usage should be tracked (may be negative due to GC)
+	assert.NotZero(t, results[0].MemoryUsed)
+}
+
+func TestIntegrationTestFramework_DefaultConfiguration(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	
+	assert.False(t, config.EnableVerboseLogging)
+	assert.Greater(t, config.MaxConcurrency, 0)
+	assert.Greater(t, config.DefaultTimeout, time.Duration(0))
+	assert.Greater(t, config.BenchmarkDuration, time.Duration(0))
+	assert.Greater(t, config.StressDuration, time.Duration(0))
+	assert.True(t, config.EnableMemoryProfiling)
+}
+
+func TestIntegrationTestFramework_BenchmarkErrorHandling(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	framework := NewIntegrationTestFramework(config)
+	
+	errorBenchmark := Benchmark{
+		Name:        "ErrorBenchmark",
+		Description: "A benchmark with setup error",
+		Setup: func(ctx context.Context, framework *IntegrationTestFramework) error {
+			return fmt.Errorf("setup error")
+		},
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework) BenchmarkResult {
+			return BenchmarkResult{OperationsPerSecond: 1000}
+		},
+	}
+	
+	framework.benchmarks = []Benchmark{errorBenchmark}
+	
+	ctx := context.Background()
+	results, err := framework.RunBenchmarks(ctx)
+	require.NoError(t, err)
+	
+	assert.Len(t, results, 1)
+	result := results["ErrorBenchmark"]
+	assert.Equal(t, int64(1), result.ErrorCount) // Setup error should be reflected
+}
+
+func TestIntegrationTestFramework_StressTestConfiguration(t *testing.T) {
+	config := DefaultFrameworkConfig()
+	config.MaxConcurrency = 3
+	framework := NewIntegrationTestFramework(config)
+	
+	testStress := StressTest{
+		Name:        "ConcurrencyTest",
+		Description: "Test concurrency configuration",
+		Concurrency: 0, // Should use framework max
+		Operations:  10,
+		Execute: func(ctx context.Context, framework *IntegrationTestFramework, workerID int) error {
+			// Simple operation to test concurrency
+			return nil
+		},
+	}
+	
+	framework.stressTests = []StressTest{testStress}
+	
+	ctx := context.Background()
+	results, err := framework.RunStressTests(ctx)
+	require.NoError(t, err)
+	
+	assert.Len(t, results, 1)
+	result := results["ConcurrencyTest"]
+	assert.Equal(t, 3, result.Concurrency) // Should use framework max
+	assert.Greater(t, result.TotalOperations, int64(0))
+}
+
+func BenchmarkIntegrationTestFramework_WritePerformance(b *testing.B) {
+	config := DefaultFrameworkConfig()
+	config.EnableVerboseLogging = false
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		requests := framework.GenerateTestData(1, 10)
+		err := framework.GetSIDX().Write(ctx, requests)
+		if err != nil {
+			b.Fatalf("Write failed: %v", err)
+		}
+	}
+}
+
+func BenchmarkIntegrationTestFramework_QueryPerformance(b *testing.B) {
+	config := DefaultFrameworkConfig()
+	config.EnableVerboseLogging = false
+	framework := NewIntegrationTestFramework(config)
+	
+	ctx := context.Background()
+	
+	// Pre-populate with data
+	requests := framework.GenerateTestData(5, 100)
+	err := framework.GetSIDX().Write(ctx, requests)
+	if err != nil {
+		b.Fatalf("Setup failed: %v", err)
+	}
+	
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		queryReq := QueryRequest{
+			Name:           fmt.Sprintf("bench-query-%d", i),
+			MaxElementSize: 50,
+		}
+		
+		result, err := framework.GetSIDX().Query(ctx, queryReq)
+		if err != nil {
+			b.Fatalf("Query failed: %v", err)
+		}
+		
+		// Consume results
+		for {
+			response := result.Pull()
+			if response == nil {
+				break
+			}
+		}
+		result.Release()
+	}
+}
\ No newline at end of file