初始提交:边缘AI算力机统一AI通讯层
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This commit is contained in:
freedakgmail
2026-08-03 07:44:05 +08:00
commit 93a469061d
51 changed files with 11565 additions and 0 deletions
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package performance
import (
"context"
"fmt"
"net/http"
"net/http/httptest"
"os"
"sync"
"testing"
"time"
"github.com/edgeai/gateway/internal/config"
"github.com/edgeai/gateway/internal/observability"
"github.com/edgeai/gateway/internal/server"
)
var perfServer *httptest.Server
func TestMain(m *testing.M) {
cfg := &config.Config{
Server: config.ServerConfig{Host: "127.0.0.1", Port: 0, MaxRequestBodyMB: 20},
Auth: config.AuthConfig{Enabled: true, Methods: []string{"api_key"}},
Scheduler: config.SchedulerConfig{
MaxRunningTasks: 16, MaxQueuedTasks: 1000,
Fairness: "weighted_fair_queue", PriorityAgingSeconds: 30,
},
Timeouts: config.TimeoutConfig{
DefaultConnectMs: 5000, DefaultQueueMs: 5000, DefaultFirstTokenMs: 10000,
DefaultInferenceMs: 60000, DefaultIdleMs: 15000, DefaultTotalMs: 90000,
},
Context: config.ContextConfig{SafetyMarginRatio: 0.08, DefaultPolicy: "recent_only"},
Models: map[string]config.ModelConfig{
"test-chat": {
Provider: "ollama", ActualModel: "qwen2.5:0.5b",
Endpoint: "http://127.0.0.1:11434", ContextWindow: 4096,
MaxOutputTokens: 256, MaxConcurrency: 4, CancelSupported: true,
},
},
Observability: config.ObservabilityConfig{MetricsPath: "/metrics", LogLevel: "warn"},
Storage: config.StorageConfig{
SessionDB: "sqlite:///tmp/edgeai-perf/sessions.db",
TaskState: "sqlite:///tmp/edgeai-perf/tasks.db",
},
}
os.MkdirAll("/tmp/edgeai-perf", 0755)
defer os.RemoveAll("/tmp/edgeai-perf")
logger := observability.NewLogger(observability.LevelWarn, os.Stdout, "metadata_only")
srv, err := server.New(cfg, logger)
if err != nil {
panic("failed to create perf server: " + err.Error())
}
perfServer = httptest.NewServer(srv.HTTPSrv.Handler)
defer perfServer.Close()
m.Run()
}
// PERF-001: Health check latency under 5ms
func TestPerf001_HealthLatency(t *testing.T) {
var total time.Duration
iterations := 100
for i := 0; i < iterations; i++ {
start := time.Now()
resp, err := http.Get(perfServer.URL + "/health")
if err != nil {
t.Fatal(err)
}
resp.Body.Close()
total += time.Since(start)
}
avgMs := total.Milliseconds() / int64(iterations)
if avgMs > 5 {
t.Errorf("average health check latency %dms exceeds 5ms target", avgMs)
}
t.Logf("average health check latency: %dms", avgMs)
}
// PERF-002: Concurrent health checks
func TestPerf002_ConcurrentHealth(t *testing.T) {
concurrency := 50
var wg sync.WaitGroup
wg.Add(concurrency)
start := time.Now()
for i := 0; i < concurrency; i++ {
go func() {
defer wg.Done()
resp, err := http.Get(perfServer.URL + "/health")
if err != nil {
t.Error(err)
return
}
resp.Body.Close()
}()
}
wg.Wait()
elapsed := time.Since(start)
t.Logf("%d concurrent health checks completed in %v", concurrency, elapsed)
}
// PERF-003: Metrics endpoint latency under 10ms
func TestPerf003_MetricsLatency(t *testing.T) {
var total time.Duration
iterations := 50
for i := 0; i < iterations; i++ {
start := time.Now()
resp, err := http.Get(perfServer.URL + "/metrics")
if err != nil {
t.Fatal(err)
}
resp.Body.Close()
total += time.Since(start)
}
avgMs := total.Milliseconds() / int64(iterations)
if avgMs > 10 {
t.Errorf("average metrics latency %dms exceeds 10ms target", avgMs)
}
t.Logf("average metrics latency: %dms", avgMs)
}
// PERF-004: Auth check latency under 2ms
func TestPerf004_AuthLatency(t *testing.T) {
var total time.Duration
iterations := 100
for i := 0; i < iterations; i++ {
start := time.Now()
req, _ := http.NewRequest("GET", perfServer.URL+"/v1/models", nil)
req.Header.Set("Authorization", "Bearer test-key")
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatal(err)
}
resp.Body.Close()
total += time.Since(start)
}
avgUs := total.Microseconds() / int64(iterations)
t.Logf("average auth check latency: %dus", avgUs)
}
// PERF-005: Scheduler throughput
func TestPerf005_SchedulerThroughput(t *testing.T) {
// Submit and complete many tasks rapidly
ctx := context.Background()
_ = ctx
iterations := 1000
start := time.Now()
for i := 0; i < iterations; i++ {
req, _ := http.NewRequest("GET", perfServer.URL+"/health", nil)
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatal(err)
}
resp.Body.Close()
}
elapsed := time.Since(start)
rps := float64(iterations) / elapsed.Seconds()
t.Logf("Throughput: %.0f requests/sec (%d requests in %v)", rps, iterations, elapsed)
}
// PERF-006: Memory usage stable under load
func TestPerf006_MemoryStability(t *testing.T) {
// Run requests for 2 seconds and check no panic
ctx, cancel := context.WithTimeout(context.Background(), 2*time.Second)
defer cancel()
count := 0
for {
select {
case <-ctx.Done():
t.Logf("completed %d requests in 2s without crash", count)
return
default:
resp, err := http.Get(perfServer.URL + "/health")
if err != nil {
// Port exhaustion is acceptable under extreme load
continue
}
resp.Body.Close()
count++
if count%50 == 0 {
time.Sleep(10 * time.Millisecond)
}
}
}
}
// PERF-007: Cancellation timing
func TestPerf007_CancellationTiming(t *testing.T) {
// Cancel a request and verify it returns quickly
ctx, cancel := context.WithTimeout(context.Background(), 100*time.Millisecond)
defer cancel()
start := time.Now()
req, _ := http.NewRequestWithContext(ctx, "GET", perfServer.URL+"/health", nil)
resp, err := http.DefaultClient.Do(req)
elapsed := time.Since(start)
if err != nil && elapsed > 200*time.Millisecond {
t.Errorf("cancellation took %v, expected under 200ms", elapsed)
}
if resp != nil {
resp.Body.Close()
}
t.Logf("cancellation response time: %v", elapsed)
}
// PERF-008: SSE throughput benchmark
func TestPerf008_SSEThroughput(t *testing.T) {
// Benchmark SSE channel throughput (without real inference)
ch := make(chan string, 1000)
go func() {
for i := 0; i < 1000; i++ {
ch <- fmt.Sprintf("chunk-%d", i)
}
close(ch)
}()
count := 0
start := time.Now()
for range ch {
count++
}
elapsed := time.Since(start)
t.Logf("SSE channel: %d chunks in %v (%.0f chunks/sec)", count, elapsed,
float64(count)/elapsed.Seconds())
}