diff --git a/pkg/executor/infoschema_reader.go b/pkg/executor/infoschema_reader.go
index 0bc237b01a086..30aa3661cfc68 100644
--- a/pkg/executor/infoschema_reader.go
+++ b/pkg/executor/infoschema_reader.go
@@ -889,7 +889,6 @@ func (e *hugeMemTableRetriever) setDataForColumnsWithOneTable(
 }
 
 func (e *hugeMemTableRetriever) dataForColumnsInTable(ctx context.Context, sctx sessionctx.Context, schema *model.DBInfo, tbl *model.TableInfo, priv mysql.PrivilegeType, extractor *plannercore.ColumnsTableExtractor) {
-	is := sessiontxn.GetTxnManager(sctx).GetTxnInfoSchema()
 	if tbl.IsView() {
 		e.viewMu.Lock()
 		_, ok := e.viewSchemaMap[tbl.ID]
@@ -898,6 +897,7 @@ func (e *hugeMemTableRetriever) dataForColumnsInTable(ctx context.Context, sctx
 			internalCtx := kv.WithInternalSourceType(context.Background(), kv.InternalTxnOthers)
 			// Build plan is not thread safe, there will be concurrency on sessionctx.
 			if err := runWithSystemSession(internalCtx, sctx, func(s sessionctx.Context) error {
+				is := sessiontxn.GetTxnManager(s).GetTxnInfoSchema()
 				planBuilder, _ := plannercore.NewPlanBuilder().Init(s.GetPlanCtx(), is, hint.NewQBHintHandler(nil))
 				var err error
 				viewLogicalPlan, err = planBuilder.BuildDataSourceFromView(ctx, schema.Name, tbl, nil, nil)
diff --git a/pkg/executor/show.go b/pkg/executor/show.go
index da6918f228c95..435715006545f 100644
--- a/pkg/executor/show.go
+++ b/pkg/executor/show.go
@@ -61,6 +61,7 @@ import (
 	"github.com/pingcap/tidb/pkg/sessionctx/binloginfo"
 	"github.com/pingcap/tidb/pkg/sessionctx/sessionstates"
 	"github.com/pingcap/tidb/pkg/sessionctx/variable"
+	"github.com/pingcap/tidb/pkg/sessiontxn"
 	"github.com/pingcap/tidb/pkg/store/helper"
 	"github.com/pingcap/tidb/pkg/table"
 	"github.com/pingcap/tidb/pkg/table/tables"
@@ -2377,5 +2378,13 @@ func runWithSystemSession(ctx context.Context, sctx sessionctx.Context, fn func(
 		return err
 	}
 	defer b.ReleaseSysSession(ctx, sysCtx)
+	// `fn` may use KV transaction, so initialize the txn here
+	if err = sessiontxn.NewTxn(ctx, sysCtx); err != nil {
+		return err
+	}
+	defer sysCtx.RollbackTxn(ctx)
+	if err = ResetContextOfStmt(sysCtx, &ast.SelectStmt{}); err != nil {
+		return err
+	}
 	return fn(sysCtx)
 }
diff --git a/pkg/planner/core/logical_plan_builder.go b/pkg/planner/core/logical_plan_builder.go
index 23ba5c2fe0e35..4384c17e3d31f 100644
--- a/pkg/planner/core/logical_plan_builder.go
+++ b/pkg/planner/core/logical_plan_builder.go
@@ -74,6 +74,7 @@ import (
 	"github.com/pingcap/tidb/pkg/util/set"
 	"github.com/pingcap/tidb/pkg/util/size"
 	"github.com/pingcap/tipb/go-tipb"
+	"go.uber.org/zap"
 )
 
 const (
@@ -5153,6 +5154,7 @@ func (b *PlanBuilder) BuildDataSourceFromView(ctx context.Context, dbName model.
 	}()
 	selectLogicalPlan, err := b.Build(ctx, selectNode)
 	if err != nil {
+		logutil.BgLogger().Error("build plan for view failed", zap.Error(err))
 		if terror.ErrorNotEqual(err, plannererrors.ErrViewRecursive) &&
 			terror.ErrorNotEqual(err, plannererrors.ErrNoSuchTable) &&
 			terror.ErrorNotEqual(err, plannererrors.ErrInternal) &&
diff --git a/pkg/table/tables/tables_test.go b/pkg/table/tables/tables_test.go
index 1cb6c3782705f..78151ac9d3628 100644
--- a/pkg/table/tables/tables_test.go
+++ b/pkg/table/tables/tables_test.go
@@ -690,11 +690,15 @@ func TestViewColumns(t *testing.T) {
 	for _, testCase := range testCases {
 		tk.MustQuery(testCase.query).Check(testkit.RowsWithSep("|", testCase.expected...))
 	}
+	tk.MustExec("create view v1 as select (select a from t) as col from dual")
+	tk.MustQuery("select column_name, table_name from information_schema.columns where table_name='v1'").Check(
+		testkit.RowsWithSep("|", "col|v1"))
 	tk.MustExec("drop table if exists t")
 	for _, testCase := range testCases {
 		require.Len(t, tk.MustQuery(testCase.query).Rows(), 0)
 		tk.MustQuery("show warnings").Sort().Check(testkit.RowsWithSep("|",
 			"Warning|1356|View 'test.v' references invalid table(s) or column(s) or function(s) or definer/invoker of view lack rights to use them",
+			"Warning|1356|View 'test.v1' references invalid table(s) or column(s) or function(s) or definer/invoker of view lack rights to use them",
 			"Warning|1356|View 'test.va' references invalid table(s) or column(s) or function(s) or definer/invoker of view lack rights to use them"))
 	}