[INLONG-10675][SDK] Use exponential backoff instead of linear backoff…

… retrying in Golang SDK (apache#10678)

Co-authored-by: gunli <gunli@tencent.com>

inlong-sdk/dataproxy-sdk-twins/dataproxy-sdk-golang/dataproxy/worker.go

@@ -32,6 +32,7 @@ import (
 	"github.com/apache/inlong/inlong-sdk/dataproxy-sdk-twins/dataproxy-sdk-golang/bufferpool"
 	"github.com/apache/inlong/inlong-sdk/dataproxy-sdk-twins/dataproxy-sdk-golang/logger"
 	"github.com/apache/inlong/inlong-sdk/dataproxy-sdk-twins/dataproxy-sdk-golang/syncx"
+	"github.com/apache/inlong/inlong-sdk/dataproxy-sdk-twins/dataproxy-sdk-golang/util"
 )
 
 const (
@@ -378,6 +379,12 @@ func (w *worker) handleSendData(req *sendDataReq) {
 }
 
 func (w *worker) sendBatch(b *batchReq, retryOnFail bool) {
+	// check if we have exceeded the max retry
+	if b.retries > w.options.MaxRetries {
+		b.done(errSendTimeout)
+		return
+	}
+
 	b.lastSendTime = time.Now()
 	b.encode()
 
@@ -470,6 +477,7 @@ func (w *worker) backoffRetry(ctx context.Context, batch *batchReq) {
 		return
 	}
 
+	batch.retries++
 	go func() {
 		defer func() {
 			if rec := recover(); rec != nil {
@@ -479,22 +487,18 @@ func (w *worker) backoffRetry(ctx context.Context, batch *batchReq) {
 			}
 		}()
 
-		minBackoff := 100 * time.Millisecond
-		maxBackoff := 10 * time.Second
-		jitterPercent := 0.2
-
-		backoff := time.Duration(batch.retries+1) * minBackoff
-		if backoff > maxBackoff {
-			backoff = maxBackoff
+		// use ExponentialBackoff
+		backoff := util.ExponentialBackoff{
+			InitialInterval: 100 * time.Millisecond,
+			MaxInterval:     10 * time.Second,
+			Multiplier:      2.0,
+			Randomization:   0.2,
 		}
 
-		// rand will be panic in concurrent call, so we create a new one at each call
-		jitterRand := rand.New(rand.NewSource(time.Now().UnixNano()))
-		jitter := jitterRand.Float64() * float64(backoff) * jitterPercent
-		backoff += time.Duration(jitter)
+		waitTime := backoff.Next(batch.retries)
 
 		select {
-		case <-time.After(backoff):
+		case <-time.After(waitTime):
 			// check if the worker is closed again
 			if w.getState() == stateClosed {
 				batch.done(errSendTimeout)
@@ -512,12 +516,6 @@ func (w *worker) backoffRetry(ctx context.Context, batch *batchReq) {
 }
 
 func (w *worker) handleRetry(batch *batchReq, retryOnFail bool) {
-	batch.retries++
-	if batch.retries >= w.options.MaxRetries {
-		batch.done(errSendTimeout)
-		return
-	}
-
 	// retry
 	w.log.Debug("retry batch...", ", workerID:", w.index, ", batchID:", batch.batchID)
 	w.metrics.incRetry(w.indexStr)