fetch_ml/tests/load/load_test.go

package load

import (
	"bytes"
	"context"
	"encoding/json"
	"flag"
	"fmt"
	"math"
	"net/http"
	"net/http/httptest"
	"path/filepath"
	"sort"
	"strings"
	"sync"
	"sync/atomic"
	"testing"
	"time"

	"github.com/jfraeys/fetch_ml/internal/storage"
	fixtures "github.com/jfraeys/fetch_ml/tests/fixtures"
	"github.com/redis/go-redis/v9"
	"golang.org/x/time/rate"
)

var (
	loadSuite           = flag.String("load-suite", "small", "load test suite to run: small, medium, or full")
	loadProfileScenario = flag.String("load-profile", "", "run a specific profiling scenario (e.g. medium)")
	profileNoRate       = flag.Bool("profile-norate", false, "disable rate limiting for profiling")
)

type loadSuiteStep struct {
	name string
	run  func(t *testing.T, baseURL string)
}

type scenarioDefinition struct {
	name   string
	config LoadTestConfig
}

var standardScenarios = map[string]scenarioDefinition{
	"light": {
		name: "LightLoad",
		config: LoadTestConfig{
			Concurrency:    10,
			Duration:       30 * time.Second,
			RampUpTime:     5 * time.Second,
			RequestsPerSec: 50,
			PayloadSize:    1024,
			Endpoint:       "/api/v1/jobs",
			Method:         "POST",
			Headers:        map[string]string{"Content-Type": "application/json"},
		},
	},
	"medium": {
		name: "MediumLoad",
		config: LoadTestConfig{
			Concurrency:    50,
			Duration:       60 * time.Second,
			RampUpTime:     10 * time.Second,
			RequestsPerSec: 200,
			PayloadSize:    4096,
			Endpoint:       "/api/v1/jobs",
			Method:         "POST",
			Headers:        map[string]string{"Content-Type": "application/json"},
		},
	},
	"heavy": {
		name: "HeavyLoad",
		config: LoadTestConfig{
			Concurrency:    100,
			Duration:       120 * time.Second,
			RampUpTime:     20 * time.Second,
			RequestsPerSec: 500,
			PayloadSize:    8192,
			Endpoint:       "/api/v1/jobs",
			Method:         "POST",
			Headers:        map[string]string{"Content-Type": "application/json"},
		},
	},
}

func scenarioStep(def scenarioDefinition) loadSuiteStep {
	return loadSuiteStep{
		name: def.name,
		run: func(t *testing.T, baseURL string) {
			runLoadTestScenario(t, baseURL, def.name, def.config)
		},
	}
}

type loadTestEnvironment struct {
	baseURL string
}

var flagInit sync.Once

func ensureLoadTestFlagsParsed() {
	flagInit.Do(func() {
		if !flag.Parsed() {
			flag.Parse()
		}

		if loadSuite != nil {
			suiteKey := normalizeKey(*loadSuite)
			if _, ok := loadSuites[suiteKey]; !ok {
				suiteKey = "small"
			}
			*loadSuite = suiteKey
		}

		if loadProfileScenario != nil {
			*loadProfileScenario = normalizeKey(*loadProfileScenario)
		}
	})
}

func normalizeKey(value string) string {
	value = strings.TrimSpace(strings.ToLower(value))
	return value
}

func availableSuites() []string {
	names := make([]string, 0, len(loadSuites))
	for name := range loadSuites {
		names = append(names, name)
	}
	sort.Strings(names)
	return names
}

func availableProfileScenarios() []string {
	names := make([]string, 0, len(standardScenarios))
	for name := range standardScenarios {
		names = append(names, name)
	}
	sort.Strings(names)
	return names
}

func setupLoadTestEnvironment(t *testing.T) *loadTestEnvironment {
	tempDir := t.TempDir()
	rdb := setupLoadTestRedis(t)
	if rdb == nil {
		t.Skip("Redis not available for load tests")
	}

	dbPath := filepath.Join(tempDir, "load.db")
	db, err := storage.NewDBFromPath(dbPath)
	if err != nil {
		t.Fatalf("Failed to create database: %v", err)
	}
	t.Cleanup(func() { _ = db.Close() })

	if err := db.Initialize(fixtures.TestSchema); err != nil {
		t.Fatalf("Failed to initialize database: %v", err)
	}

	server := setupLoadTestServer(db, rdb)
	t.Cleanup(server.Close)

	return &loadTestEnvironment{baseURL: server.URL}
}

var loadSuites = map[string][]loadSuiteStep{
	"small": {
		scenarioStep(standardScenarios["light"]),
		{name: "SpikeTest", run: runSpikeTest},
	},
	"medium": {
		scenarioStep(standardScenarios["light"]),
		scenarioStep(standardScenarios["medium"]),
		{name: "SpikeTest", run: runSpikeTest},
	},
	"full": {
		scenarioStep(standardScenarios["light"]),
		scenarioStep(standardScenarios["medium"]),
		scenarioStep(standardScenarios["heavy"]),
		{name: "SpikeTest", run: runSpikeTest},
		{name: "EnduranceTest", run: runEnduranceTest},
		{name: "StressTest", run: runStressTest},
	},
}

// LoadTestConfig defines load testing parameters
type LoadTestConfig struct {
	Concurrency    int           // Number of concurrent users/workers
	Duration       time.Duration // How long to run the test
	RampUpTime     time.Duration // Time to ramp up to full concurrency
	RequestsPerSec int           // Target requests per second
	PayloadSize    int           // Size of test payloads in bytes
	Endpoint       string        // API endpoint to test
	Method         string        // HTTP method
	Headers        map[string]string
}

// LoadTestResults contains test results and metrics
type LoadTestResults struct {
	TotalRequests  int64           `json:"total_requests"`
	SuccessfulReqs int64           `json:"successful_requests"`
	FailedReqs     int64           `json:"failed_requests"`
	Latencies      []time.Duration `json:"latencies"`
	MinLatency     time.Duration   `json:"min_latency"`
	MaxLatency     time.Duration   `json:"max_latency"`
	AvgLatency     time.Duration   `json:"avg_latency"`
	P95Latency     time.Duration   `json:"p95_latency"`
	P99Latency     time.Duration   `json:"p99_latency"`
	Throughput     float64         `json:"throughput_rps"`
	ErrorRate      float64         `json:"error_rate_percent"`
	TestDuration   time.Duration   `json:"test_duration"`
	Errors         []string        `json:"errors"`
}

// LoadTestRunner executes load tests
type LoadTestRunner struct {
	Config    LoadTestConfig
	BaseURL   string
	Client    *http.Client
	Results   *LoadTestResults
	latencies []time.Duration
	latencyMu sync.Mutex
	errorMu   sync.Mutex
}

// NewLoadTestRunner creates a new load test runner
func NewLoadTestRunner(baseURL string, config LoadTestConfig) *LoadTestRunner {
	concurrency := config.Concurrency
	if concurrency <= 0 {
		concurrency = 1
	}

	transport := &http.Transport{
		MaxIdleConns:        concurrency * 4,
		MaxIdleConnsPerHost: concurrency * 4,
		MaxConnsPerHost:     concurrency * 4,
		IdleConnTimeout:     90 * time.Second,
		DisableCompression:  true,
	}

	client := &http.Client{
		Timeout:   30 * time.Second,
		Transport: transport,
	}

	expectedSamples := config.RequestsPerSec * int(config.Duration/time.Second)
	if expectedSamples <= 0 {
		expectedSamples = concurrency * 2
	}

	runner := &LoadTestRunner{
		Config:  config,
		BaseURL: baseURL,
		Client:  client,
		Results: &LoadTestResults{
			Latencies: []time.Duration{},
			Errors:    []string{},
		},
	}

	runner.latencies = make([]time.Duration, 0, expectedSamples)

	return runner
}

func TestLoadTestSuite(t *testing.T) {
	if testing.Short() {
		t.Skip("Skipping load tests in short mode")
	}

	ensureLoadTestFlagsParsed()

	env := setupLoadTestEnvironment(t)
	suiteKey := *loadSuite
	steps, ok := loadSuites[suiteKey]
	if !ok || len(steps) == 0 {
		t.Fatalf("unknown load suite %q; available suites: %v", suiteKey, availableSuites())
	}

	t.Logf("Running %s load suite (%d steps)", suiteKey, len(steps))
	for _, step := range steps {
		step := step
		t.Run(step.name, func(t *testing.T) {
			step.run(t, env.baseURL)
		})
	}
}

func TestLoadProfileScenario(t *testing.T) {
	if testing.Short() {
		t.Skip("Skipping load profiling in short mode")
	}

	ensureLoadTestFlagsParsed()

	scenarioKey := *loadProfileScenario
	if scenarioKey == "" {
		scenarioKey = "medium"
	}
	scenarioKey = normalizeKey(scenarioKey)

	scenario, ok := standardScenarios[scenarioKey]
	if !ok {
		t.Skipf("unknown profile scenario %q; available scenarios: %v", scenarioKey, availableProfileScenarios())
	}

	env := setupLoadTestEnvironment(t)
	config := scenario.config
	if *profileNoRate {
		config.RequestsPerSec = 0
		t.Log("Profiling mode: rate limiting disabled")
	}

	runner := NewLoadTestRunner(env.baseURL, config)
	results := runner.Run()

	t.Logf("Profiling %s scenario (no assertions):", scenario.name)
	t.Logf("  Total requests: %d", results.TotalRequests)
	t.Logf("  Successful: %d", results.SuccessfulReqs)
	t.Logf("  Failed: %d", results.FailedReqs)
	t.Logf("  Throughput: %.4f RPS", results.Throughput)
	t.Logf("  Error rate: %.2f%%", results.ErrorRate)
	t.Logf("  Avg latency: %v", results.AvgLatency)
	t.Logf("  P95 latency: %v", results.P95Latency)
	t.Logf("  P99 latency: %v", results.P99Latency)
}

// runLoadTestScenario executes a single load test scenario
func runLoadTestScenario(t *testing.T, baseURL, scenarioName string, config LoadTestConfig) {
	t.Logf("Starting load test scenario: %s", scenarioName)

	runner := NewLoadTestRunner(baseURL, config)
	results := runner.Run()

	if minThroughput, maxErrorRate, maxP99Latency, ok := loadTestCriteria(scenarioName); ok {
		t.Logf("Load test criteria for %s:", scenarioName)
		t.Logf("  Min throughput: %.2f RPS", minThroughput)
		t.Logf("  Max error rate: %.2f%%", maxErrorRate)
		t.Logf("  Max P99 latency: %.0fms", maxP99Latency)
	}

	t.Logf("Load test config for %s:", scenarioName)
	t.Logf("  Concurrency: %d", config.Concurrency)
	t.Logf("  Duration: %v", config.Duration)
	t.Logf("  Ramp up: %v", config.RampUpTime)
	t.Logf("  Target RPS: %d", config.RequestsPerSec)
	t.Logf("  Payload size: %d", config.PayloadSize)
	t.Logf("  Method: %s", config.Method)
	t.Logf("  Endpoint: %s", config.Endpoint)

	t.Logf("Load test results for %s:", scenarioName)
	t.Logf("  Total requests: %d", results.TotalRequests)
	t.Logf("  Successful: %d", results.SuccessfulReqs)
	t.Logf("  Failed: %d", results.FailedReqs)
	t.Logf("  Test duration: %v", results.TestDuration)
	t.Logf("  Test duration (seconds): %.6f", results.TestDuration.Seconds())
	t.Logf("  Throughput: %.4f RPS", results.Throughput)
	t.Logf("  Error rate: %.2f%%", results.ErrorRate)
	t.Logf("  Avg latency: %v", results.AvgLatency)
	t.Logf("  P95 latency: %v", results.P95Latency)
	t.Logf("  P99 latency: %v", results.P99Latency)

	// Validate results against thresholds
	validateLoadTestResults(t, scenarioName, results)
}

func loadTestCriteria(scenarioName string) (minThroughput, maxErrorRate, maxP99Latency float64, ok bool) {
	switch scenarioName {
	case "LightLoad":
		return 40.0, 1.0, 100.0, true
	case "MediumLoad":
		return 180.0, 2.0, 200.0, true
	case "HeavyLoad":
		return 450.0, 5.0, 500.0, true
	default:
		return 0, 0, 0, false
	}
}

// Run executes the load test
func (ltr *LoadTestRunner) Run() *LoadTestResults {
	start := time.Now()
	ctx, cancel := context.WithTimeout(context.Background(), ltr.Config.Duration)
	defer cancel()

	var wg sync.WaitGroup
	concurrency := ltr.Config.Concurrency
	if concurrency <= 0 {
		concurrency = 1
	}

	var limiter *rate.Limiter
	if ltr.Config.RequestsPerSec > 0 {
		limiter = rate.NewLimiter(rate.Limit(ltr.Config.RequestsPerSec), ltr.Config.Concurrency)
	}

	// Ramp up workers gradually
	rampUpInterval := time.Duration(0)
	if concurrency > 0 && ltr.Config.RampUpTime > 0 {
		rampUpInterval = ltr.Config.RampUpTime / time.Duration(concurrency)
	}

	// Start request workers
	for i := 0; i < concurrency; i++ {
		wg.Add(1)
		go ltr.worker(ctx, &wg, limiter, rampUpInterval*time.Duration(i), i)
	}

	wg.Wait()
	ltr.Results.TestDuration = time.Since(start)
	ltr.calculateMetrics()

	return ltr.Results
}

// worker executes requests continuously
func (ltr *LoadTestRunner) worker(
	ctx context.Context,
	wg *sync.WaitGroup,
	limiter *rate.Limiter,
	rampDelay time.Duration,
	workerID int,
) {
	defer wg.Done()

	if rampDelay > 0 {
		select {
		case <-time.After(rampDelay):
		case <-ctx.Done():
			return
		}
	}

	latencies := make([]time.Duration, 0, 256)
	errors := make([]string, 0, 32)

	for {
		select {
		case <-ctx.Done():
			ltr.flushWorkerBuffers(latencies, errors)
			return
		default:
		}

		if limiter != nil {
			if err := limiter.Wait(ctx); err != nil {
				ltr.flushWorkerBuffers(latencies, errors)
				return
			}
		}

		latency, success, errMsg := ltr.makeRequest(ctx, workerID)

		latencies = append(latencies, latency)
		if success {
			atomic.AddInt64(&ltr.Results.SuccessfulReqs, 1)
		} else {
			atomic.AddInt64(&ltr.Results.FailedReqs, 1)
			if errMsg != "" {
				errors = append(errors, fmt.Sprintf("Worker %d: %s", workerID, errMsg))
			}
		}

		atomic.AddInt64(&ltr.Results.TotalRequests, 1)
	}
}

func (ltr *LoadTestRunner) flushWorkerBuffers(latencies []time.Duration, errors []string) {
	if len(latencies) > 0 {
		ltr.latencyMu.Lock()
		ltr.latencies = append(ltr.latencies, latencies...)
		ltr.latencyMu.Unlock()
	}
	if len(errors) > 0 {
		ltr.errorMu.Lock()
		ltr.Results.Errors = append(ltr.Results.Errors, errors...)
		ltr.errorMu.Unlock()
	}
}

// makeRequest performs a single HTTP request with retry logic
func (ltr *LoadTestRunner) makeRequest(ctx context.Context, workerID int) (time.Duration, bool, string) {
	start := time.Now()

	// Create request payload
	payload := ltr.generatePayload(workerID)

	var req *http.Request
	var err error

	if ltr.Config.Method == "GET" {
		req, err = http.NewRequestWithContext(ctx, ltr.Config.Method, ltr.BaseURL+ltr.Config.Endpoint, nil)
	} else {
		req, err = http.NewRequestWithContext(ctx,
			ltr.Config.Method,
			ltr.BaseURL+ltr.Config.Endpoint,
			bytes.NewBuffer(payload))
	}

	if err != nil {
		return time.Since(start), false, fmt.Sprintf("Failed to create request: %v", err)
	}

	// Set headers
	for key, value := range ltr.Config.Headers {
		req.Header.Set(key, value)
	}

	// Retry logic for transient failures
	maxRetries := 3
	for attempt := 0; attempt <= maxRetries; attempt++ {
		if attempt > 0 {
			// Exponential backoff: 100ms, 200ms, 400ms
			backoff := time.Duration(100*int(math.Pow(2, float64(attempt-1)))) * time.Millisecond
			select {
			case <-time.After(backoff):
			case <-ctx.Done():
				return time.Since(start), false, "context cancelled during retry backoff"
			}
		}

		resp, err := ltr.Client.Do(req)
		if err != nil {
			if attempt == maxRetries {
				return time.Since(start), false, fmt.Sprintf("Request failed after %d attempts: %v", maxRetries+1, err)
			}
			continue // Retry on network errors
		}

		success := resp.StatusCode >= 200 && resp.StatusCode < 400
		if !success {
			resp.Body.Close()
			// Don't retry on client errors (4xx), only on server errors (5xx)
			if resp.StatusCode >= 400 && resp.StatusCode < 500 {
				return time.Since(start), false, fmt.Sprintf("Client error HTTP %d (not retried)", resp.StatusCode)
			}
			if attempt == maxRetries {
				return time.Since(start), false, fmt.Sprintf(
					"Server error HTTP %d after %d attempts",
					resp.StatusCode,
					maxRetries+1,
				)
			}
			continue // Retry on server errors
		}

		resp.Body.Close()
		return time.Since(start), true, ""
	}

	return time.Since(start), false, "max retries exceeded"
}

// generatePayload creates test payload data
func (ltr *LoadTestRunner) generatePayload(workerID int) []byte {
	if ltr.Config.Method == "GET" {
		return nil
	}

	payload := map[string]interface{}{
		"job_name": fmt.Sprintf("load-test-job-%d-%d", workerID, time.Now().UnixNano()),
		"args": map[string]interface{}{
			"model":     "test-model",
			"data":      generateRandomData(ltr.Config.PayloadSize),
			"worker_id": workerID,
		},
		"priority": workerID % 3,
	}

	data, _ := json.Marshal(payload)
	return data
}

// calculateMetrics computes performance metrics from collected latencies
func (ltr *LoadTestRunner) calculateMetrics() {
	if len(ltr.latencies) == 0 {
		return
	}

	// Sort latencies for percentile calculations
	sorted := make([]time.Duration, len(ltr.latencies))
	copy(sorted, ltr.latencies)
	sort.Slice(sorted, func(i, j int) bool { return sorted[i] < sorted[j] })

	ltr.Results.MinLatency = sorted[0]
	ltr.Results.MaxLatency = sorted[len(sorted)-1]

	// Calculate average
	var total time.Duration
	for _, latency := range sorted {
		total += latency
	}
	ltr.Results.AvgLatency = total / time.Duration(len(sorted))

	// Calculate percentiles
	p95Index := int(float64(len(sorted)) * 0.95)
	p99Index := int(float64(len(sorted)) * 0.99)

	if p95Index < len(sorted) {
		ltr.Results.P95Latency = sorted[p95Index]
	}
	if p99Index < len(sorted) {
		ltr.Results.P99Latency = sorted[p99Index]
	}

	ltr.Results.Latencies = sorted

	// Calculate throughput and error rate
	testDurationSeconds := ltr.Results.TestDuration.Seconds()

	if testDurationSeconds > 0 {
		ltr.Results.Throughput = float64(ltr.Results.TotalRequests) / testDurationSeconds
	} else {
		ltr.Results.Throughput = 0
	}

	if ltr.Results.TotalRequests > 0 {
		ltr.Results.ErrorRate = float64(ltr.Results.FailedReqs) / float64(ltr.Results.TotalRequests) * 100
	}
}

// runSpikeTest tests system behavior under sudden load spikes
func runSpikeTest(t *testing.T, baseURL string) {
	t.Log("Running spike test")

	config := LoadTestConfig{
		Concurrency:    50, // Reduced from 200
		Duration:       30 * time.Second,
		RampUpTime:     2 * time.Second, // Slower ramp-up from 1s
		RequestsPerSec: 200,             // Reduced from 1000
		PayloadSize:    2048,
		Endpoint:       "/api/v1/jobs",
		Method:         "POST",
		Headers:        map[string]string{"Content-Type": "application/json"},
	}

	runner := NewLoadTestRunner(baseURL, config)
	results := runner.Run()

	t.Logf("Spike test results:")
	t.Logf("  Throughput: %.4f RPS", results.Throughput)
	t.Logf("  Error rate: %.2f%%", results.ErrorRate)
	t.Logf("  P99 latency: %v", results.P99Latency)

	// Spike test should allow higher error rate but still maintain reasonable performance
	if results.ErrorRate > 20.0 {
		t.Errorf("Spike test error rate too high: %.2f%%", results.ErrorRate)
	}
}

// runEnduranceTest tests system performance over extended periods
func runEnduranceTest(t *testing.T, baseURL string) {
	t.Log("Running endurance test")

	config := LoadTestConfig{
		Concurrency:    25,
		Duration:       2 * time.Minute,  // Reduced from 10 minutes
		RampUpTime:     15 * time.Second, // Reduced from 30s
		RequestsPerSec: 100,
		PayloadSize:    2048, // Reduced from 4096
		Endpoint:       "/api/v1/jobs",
		Method:         "POST",
		Headers:        map[string]string{"Content-Type": "application/json"},
	}

	runner := NewLoadTestRunner(baseURL, config)
	results := runner.Run()

	t.Logf("Endurance test results:")
	t.Logf("  Total requests: %d", results.TotalRequests)
	t.Logf("  Throughput: %.4f RPS", results.Throughput)
	t.Logf("  Error rate: %.2f%%", results.ErrorRate)
	t.Logf("  Avg latency: %v", results.AvgLatency)

	// Endurance test should maintain stable performance
	if results.ErrorRate > 5.0 {
		t.Errorf("Endurance test error rate too high: %.2f%%", results.ErrorRate)
	}
}

// runStressTest tests system limits and breaking points
func runStressTest(t *testing.T, baseURL string) {
	t.Log("Running stress test")

	// Gradually increase load until system breaks
	maxConcurrency := 200                                                     // Reduced from 500
	for concurrency := 50; concurrency <= maxConcurrency; concurrency += 50 { // Start from 50, increment by 50
		config := LoadTestConfig{
			Concurrency:    concurrency,
			Duration:       20 * time.Second, // Reduced from 60s
			RampUpTime:     5 * time.Second,  // Reduced from 10s
			RequestsPerSec: concurrency * 3,  // Reduced from *5
			PayloadSize:    4096,             // Reduced from 8192
			Endpoint:       "/api/v1/jobs",
			Method:         "POST",
			Headers:        map[string]string{"Content-Type": "application/json"},
		}

		runner := NewLoadTestRunner(baseURL, config)
		results := runner.Run()

		t.Logf("Stress test at concurrency %d:", concurrency)
		t.Logf("  Throughput: %.4f RPS", results.Throughput)
		t.Logf("  Error rate: %.2f%%", results.ErrorRate)

		// Stop test if error rate becomes too high
		if results.ErrorRate > 50.0 {
			t.Logf("System breaking point reached at concurrency %d", concurrency)
			break
		}
	}
}

// validateLoadTestResults checks if results meet performance criteria
func validateLoadTestResults(t *testing.T, scenarioName string, results *LoadTestResults) {
	minThroughput, maxErrorRate, maxP99Latency, ok := loadTestCriteria(scenarioName)
	if !ok {
		return
	}

	if results.ErrorRate > maxErrorRate {
		t.Errorf("%s error rate too high: %.2f%% (max: %.2f%%)", scenarioName, results.ErrorRate, maxErrorRate)
	}

	if float64(results.P99Latency.Nanoseconds())/1e6 > maxP99Latency {
		t.Errorf("%s P99 latency too high: %v (max: %.0fms)", scenarioName, results.P99Latency, maxP99Latency)
	}

	if results.Throughput < minThroughput {
		t.Errorf("%s throughput too low: %.4f RPS (min: %.2f RPS)", scenarioName, results.Throughput, minThroughput)
	}
}

// Performance benchmarks for tracking improvements
func BenchmarkLoadTestLightLoad(b *testing.B) {
	config := standardScenarios["light"].config

	for i := 0; i < b.N; i++ {
		b.StopTimer()
		server := setupLoadTestServer(nil, nil)
		baseURL := server.URL
		b.Cleanup(server.Close)

		runner := NewLoadTestRunner(baseURL, config)
		b.StartTimer()

		results := runner.Run()
		b.StopTimer()

		// Track key metrics
		b.ReportMetric(float64(results.Throughput), "RPS")
		b.ReportMetric(results.ErrorRate, "error_rate")
		b.ReportMetric(float64(results.P99Latency.Nanoseconds())/1e6, "P99_latency_ms")
	}
}

func setupLoadTestRedis(t *testing.T) *redis.Client {
	rdb := redis.NewClient(&redis.Options{
		Addr:     "localhost:6379",
		Password: "",
		DB:       7, // Use DB 7 for load tests
	})

	ctx := context.Background()
	if err := rdb.Ping(ctx).Err(); err != nil {
		t.Skipf("Redis not available for load tests: %v", err)
		return nil
	}

	rdb.FlushDB(ctx)

	t.Cleanup(func() {
		rdb.FlushDB(ctx)
		_ = rdb.Close()
	})

	return rdb
}

func setupLoadTestServer(_ *storage.DB, _ *redis.Client) *httptest.Server {
	mux := http.NewServeMux()

	// Simple API endpoints for load testing
	mux.HandleFunc("/api/v1/jobs", func(w http.ResponseWriter, r *http.Request) {
		if r.Method == "POST" {
			w.WriteHeader(http.StatusCreated)
			_ = json.NewEncoder(w).Encode(map[string]string{"id": "test-job-id"})
		} else {
			w.WriteHeader(http.StatusOK)
			_ = json.NewEncoder(w).Encode([]map[string]string{{"id": "test-job-id", "status": "pending"}})
		}
	})

	mux.HandleFunc("/api/v1/jobs/", func(w http.ResponseWriter, _ *http.Request) {
		w.WriteHeader(http.StatusOK)
		_ = json.NewEncoder(w).Encode(map[string]string{"status": "pending"})
	})

	server := httptest.NewUnstartedServer(mux)

	// Optimize server configuration for better throughput
	server.Config.ReadTimeout = 30 * time.Second
	server.Config.WriteTimeout = 30 * time.Second
	server.Config.IdleTimeout = 120 * time.Second

	server.Start()
	return server
}

func generateRandomData(size int) string {
	data := make([]byte, size)
	for i := range data {
		data[i] = byte(i % 256)
	}
	return string(data)
}