diff --git a/clientv3/namespace/kv.go b/clientv3/namespace/kv.go
index 5cc902899..35fe5858a 100644
--- a/clientv3/namespace/kv.go
+++ b/clientv3/namespace/kv.go
@@ -48,7 +48,7 @@ func (kv *kvPrefix) Put(ctx context.Context, key, val string, opts ...clientv3.O
 }
 
 func (kv *kvPrefix) Get(ctx context.Context, key string, opts ...clientv3.OpOption) (*clientv3.GetResponse, error) {
-	if len(key) == 0 {
+	if len(key) == 0 && !(clientv3.IsOptsWithFromKey(opts) || clientv3.IsOptsWithPrefix(opts)) {
 		return nil, rpctypes.ErrEmptyKey
 	}
 	r, err := kv.KV.Do(ctx, kv.prefixOp(clientv3.OpGet(key, opts...)))
@@ -61,7 +61,7 @@ func (kv *kvPrefix) Get(ctx context.Context, key string, opts ...clientv3.OpOpti
 }
 
 func (kv *kvPrefix) Delete(ctx context.Context, key string, opts ...clientv3.OpOption) (*clientv3.DeleteResponse, error) {
-	if len(key) == 0 {
+	if len(key) == 0 && !(clientv3.IsOptsWithFromKey(opts) || clientv3.IsOptsWithPrefix(opts)) {
 		return nil, rpctypes.ErrEmptyKey
 	}
 	r, err := kv.KV.Do(ctx, kv.prefixOp(clientv3.OpDelete(key, opts...)))
diff --git a/clientv3/op.go b/clientv3/op.go
index 03b0cceaa..bd0f1f2f2 100644
--- a/clientv3/op.go
+++ b/clientv3/op.go
@@ -219,7 +219,7 @@ func (op Op) isWrite() bool {
 // OpGet returns "get" operation based on given key and operation options.
 func OpGet(key string, opts ...OpOption) Op {
 	// WithPrefix and WithFromKey are not supported together
-	if isWithPrefix(opts) && isWithFromKey(opts) {
+	if IsOptsWithPrefix(opts) && IsOptsWithFromKey(opts) {
 		panic("`WithPrefix` and `WithFromKey` cannot be set at the same time, choose one")
 	}
 	ret := Op{t: tRange, key: []byte(key)}
@@ -230,7 +230,7 @@ func OpGet(key string, opts ...OpOption) Op {
 // OpDelete returns "delete" operation based on given key and operation options.
 func OpDelete(key string, opts ...OpOption) Op {
 	// WithPrefix and WithFromKey are not supported together
-	if isWithPrefix(opts) && isWithFromKey(opts) {
+	if IsOptsWithPrefix(opts) && IsOptsWithFromKey(opts) {
 		panic("`WithPrefix` and `WithFromKey` cannot be set at the same time, choose one")
 	}
 	ret := Op{t: tDeleteRange, key: []byte(key)}
@@ -553,8 +553,8 @@ func toLeaseTimeToLiveRequest(id LeaseID, opts ...LeaseOption) *pb.LeaseTimeToLi
 	return &pb.LeaseTimeToLiveRequest{ID: int64(id), Keys: ret.attachedKeys}
 }
 
-// isWithPrefix returns true if WithPrefix is being called in the op
-func isWithPrefix(opts []OpOption) bool { return isOpFuncCalled("WithPrefix", opts) }
+// IsOptsWithPrefix returns true if WithPrefix option is called in the given opts.
+func IsOptsWithPrefix(opts []OpOption) bool { return isOpFuncCalled("WithPrefix", opts) }
 
-// isWithFromKey returns true if WithFromKey is being called in the op
-func isWithFromKey(opts []OpOption) bool { return isOpFuncCalled("WithFromKey", opts) }
+// IsOptsWithFromKey returns true if WithFromKey option is called in the given opts.
+func IsOptsWithFromKey(opts []OpOption) bool { return isOpFuncCalled("WithFromKey", opts) }
diff --git a/integration/v3_kv_test.go b/integration/v3_kv_test.go
new file mode 100644
index 000000000..6e6683b03
--- /dev/null
+++ b/integration/v3_kv_test.go
@@ -0,0 +1,88 @@
+package integration
+
+import (
+	"context"
+	"go.etcd.io/etcd/v3/clientv3"
+	"go.etcd.io/etcd/v3/clientv3/namespace"
+	"go.etcd.io/etcd/v3/embed"
+	"go.etcd.io/etcd/v3/etcdserver/api/v3client"
+	"go.etcd.io/etcd/v3/pkg/testutil"
+	"io/ioutil"
+	"os"
+	"testing"
+)
+
+// TestKVWithEmptyValue ensures that a get/delete with an empty value, and with WithFromKey/WithPrefix function will return an empty error.
+func TestKVWithEmptyValue(t *testing.T) {
+	defer testutil.AfterTest(t)
+
+	cfg := embed.NewConfig()
+
+	// Use temporary data directory.
+	dir, err := ioutil.TempDir("", "etcd-")
+	if err != nil {
+		panic(err)
+	}
+	defer os.RemoveAll(dir)
+	cfg.Dir = dir
+
+	// Suppress server log to keep output clean.
+	//cfg.Logger = "zap"
+	//cfg.LogLevel = "error"
+
+	etcd, err := embed.StartEtcd(cfg)
+	if err != nil {
+		panic(err)
+	}
+	defer etcd.Close()
+	<-etcd.Server.ReadyNotify()
+
+	client := v3client.New(etcd.Server)
+	defer client.Close()
+
+	_, err = client.Put(context.Background(), "my-namespace/foobar", "data")
+	if err != nil {
+		t.Fatal(err)
+	}
+	_, err = client.Put(context.Background(), "my-namespace/foobar1", "data")
+	if err != nil {
+		t.Fatal(err)
+	}
+	_, err = client.Put(context.Background(), "namespace/foobar1", "data")
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	// Range over all keys.
+	resp, err := client.Get(context.Background(), "", clientv3.WithFromKey())
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, kv := range resp.Kvs {
+		t.Log(string(kv.Key), "=", string(kv.Value))
+	}
+
+	// Range over all keys in a namespace.
+	client.KV = namespace.NewKV(client.KV, "my-namespace/")
+	resp, err = client.Get(context.Background(), "", clientv3.WithFromKey())
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, kv := range resp.Kvs {
+		t.Log(string(kv.Key), "=", string(kv.Value))
+	}
+
+	//Remove all keys without WithFromKey/WithPrefix func
+	respDel, err := client.Delete(context.Background(), "")
+	if err == nil {
+		// fatal error duo to without WithFromKey/WithPrefix func called.
+		t.Fatal(err)
+	}
+
+	respDel, err = client.Delete(context.Background(), "", clientv3.WithFromKey())
+	if err != nil {
+		// fatal error duo to with WithFromKey/WithPrefix func called.
+		t.Fatal(err)
+	}
+	t.Logf("delete keys:%d", respDel.Deleted)
+}