diff --git a/pkg/disttask/framework/integrationtests/framework_err_handling_test.go b/pkg/disttask/framework/integrationtests/framework_err_handling_test.go
index ad42af609120e..de6dc30b5154e 100644
--- a/pkg/disttask/framework/integrationtests/framework_err_handling_test.go
+++ b/pkg/disttask/framework/integrationtests/framework_err_handling_test.go
@@ -33,5 +33,8 @@ func TestPlanNotRetryableOnNextSubtasksBatchErr(t *testing.T) {
 
 	testutil.RegisterTaskMeta(t, c.MockCtrl, testutil.GetPlanNotRetryableErrSchedulerExt(c.MockCtrl), c.TestContext, nil)
 	task := testutil.SubmitAndWaitTask(c.Ctx, t, "key1", 1)
-	require.Equal(t, proto.TaskStateFailed, task.State)
+	require.Equal(t, proto.TaskStateReverted, task.State)
+	testutil.RegisterTaskMeta(t, c.MockCtrl, testutil.GetStepTwoPlanNotRetryableErrSchedulerExt(c.MockCtrl), c.TestContext, nil)
+	task = testutil.SubmitAndWaitTask(c.Ctx, t, "key2", 1)
+	require.Equal(t, proto.TaskStateReverted, task.State)
 }
diff --git a/pkg/disttask/framework/scheduler/scheduler.go b/pkg/disttask/framework/scheduler/scheduler.go
index aac05536bd04f..1d252302a7cd2 100644
--- a/pkg/disttask/framework/scheduler/scheduler.go
+++ b/pkg/disttask/framework/scheduler/scheduler.go
@@ -479,13 +479,7 @@ func (s *BaseScheduler) handlePlanErr(err error) error {
 	}
 	task.Error = err
 	s.task.Store(&task)
-
-	if err = s.OnDone(s.ctx, s, &task); err != nil {
-		return errors.Trace(err)
-	}
-
-	// TODO: to reverting state?
-	return s.taskMgr.FailTask(s.ctx, task.ID, task.State, task.Error)
+	return s.taskMgr.RevertTask(s.ctx, task.ID, task.State, task.Error)
 }
 
 // MockServerInfo exported for scheduler_test.go
diff --git a/pkg/disttask/framework/taskexecutor/manager.go b/pkg/disttask/framework/taskexecutor/manager.go
index 4914781291989..b72b0e7fef2a9 100644
--- a/pkg/disttask/framework/taskexecutor/manager.go
+++ b/pkg/disttask/framework/taskexecutor/manager.go
@@ -17,7 +17,6 @@ package taskexecutor
 import (
 	"context"
 	"sync"
-	"sync/atomic"
 	"time"
 
 	"github.com/docker/go-units"
@@ -306,12 +305,6 @@ func (m *Manager) cancelTaskExecutors(tasks []*proto.TaskBase) {
 	}
 }
 
-// TestContext only used in tests.
-type TestContext struct {
-	TestSyncSubtaskRun chan struct{}
-	mockDown           atomic.Bool
-}
-
 // startTaskExecutor handles a runnable task.
 func (m *Manager) startTaskExecutor(task *proto.Task) {
 	// runCtx only used in executor.Run, cancel in m.fetchAndFastCancelTasks.
diff --git a/pkg/disttask/framework/testutil/scheduler_util.go b/pkg/disttask/framework/testutil/scheduler_util.go
index b00f45e992d40..628e039453805 100644
--- a/pkg/disttask/framework/testutil/scheduler_util.go
+++ b/pkg/disttask/framework/testutil/scheduler_util.go
@@ -125,6 +125,17 @@ func GetPlanNotRetryableErrSchedulerExt(ctrl *gomock.Controller) scheduler.Exten
 	})
 }
 
+// GetStepTwoPlanNotRetryableErrSchedulerExt returns mock scheduler.Extension which will generate non retryable error when planning for step two.
+func GetStepTwoPlanNotRetryableErrSchedulerExt(ctrl *gomock.Controller) scheduler.Extension {
+	return GetMockSchedulerExt(ctrl, SchedulerInfo{
+		AllErrorRetryable: false,
+		StepInfos: []StepInfo{
+			{Step: proto.StepOne, SubtaskCnt: 10},
+			{Step: proto.StepTwo, Err: errors.New("not retryable err"), ErrRepeatCount: math.MaxInt64},
+		},
+	})
+}
+
 // GetPlanErrSchedulerExt returns mock scheduler.Extension which will generate error when planning.
 func GetPlanErrSchedulerExt(ctrl *gomock.Controller, testContext *TestContext) scheduler.Extension {
 	mockScheduler := mockDispatch.NewMockExtension(ctrl)
diff --git a/tests/realtikvtest/importintotest4/global_sort_test.go b/tests/realtikvtest/importintotest4/global_sort_test.go
index 32f4da62c02ae..6427e7a563e0d 100644
--- a/tests/realtikvtest/importintotest4/global_sort_test.go
+++ b/tests/realtikvtest/importintotest4/global_sort_test.go
@@ -25,6 +25,7 @@ import (
 	"time"
 
 	"github.com/fsouza/fake-gcs-server/fakestorage"
+	"github.com/pingcap/tidb/pkg/disttask/framework/proto"
 	"github.com/pingcap/tidb/pkg/disttask/framework/scheduler"
 	"github.com/pingcap/tidb/pkg/disttask/framework/storage"
 	"github.com/pingcap/tidb/pkg/disttask/importinto"
@@ -117,7 +118,7 @@ func (s *mockGCSSuite) TestGlobalSortBasic() {
 	s.Eventually(func() bool {
 		task, err2 = taskManager.GetTaskByKeyWithHistory(ctx, importinto.TaskKey(int64(jobID)))
 		s.NoError(err2)
-		return task.State == "failed"
+		return task.State == proto.TaskStateReverted
 	}, 30*time.Second, 300*time.Millisecond)
 	// check all sorted data cleaned up
 	<-scheduler.WaitCleanUpFinished