diff --git a/executor/batch_point_get.go b/executor/batch_point_get.go
index ca4416658306b..c594892db49d5 100644
--- a/executor/batch_point_get.go
+++ b/executor/batch_point_get.go
@@ -436,7 +436,7 @@ func (getter *PessimisticLockCacheGetter) Get(_ context.Context, key kv.Key) ([]
 }
 
 func getPhysID(tblInfo *model.TableInfo, intVal int64) int64 {
-	pi := tblInfo.Partition
+	pi := tblInfo.GetPartitionInfo()
 	if pi == nil {
 		return tblInfo.ID
 	}
diff --git a/executor/builder.go b/executor/builder.go
index e54159fcc67d8..7553c8f617142 100644
--- a/executor/builder.go
+++ b/executor/builder.go
@@ -3008,7 +3008,7 @@ func buildNoRangeIndexLookUpReader(b *executorBuilder, v *plannercore.PhysicalIn
 	e.tableRequest.CollectRangeCounts = &collectTable
 	collectIndex := statistics.CollectFeedback(b.ctx.GetSessionVars().StmtCtx, e.feedback, len(is.Ranges))
 	// Do not collect the feedback when the table is the partition table.
-	if collectIndex && tbl.Meta().Partition != nil {
+	if collectIndex && tbl.Meta().GetPartitionInfo() != nil {
 		collectIndex = false
 	}
 	if !collectIndex {
diff --git a/executor/partition_table_test.go b/executor/partition_table_test.go
index daa292a672c8e..5abbfe2336757 100644
--- a/executor/partition_table_test.go
+++ b/executor/partition_table_test.go
@@ -15,6 +15,8 @@ package executor_test
 
 import (
 	. "github.com/pingcap/check"
+	"github.com/pingcap/parser/model"
+	"github.com/pingcap/tidb/infoschema"
 	"github.com/pingcap/tidb/sessionctx/variable"
 	"github.com/pingcap/tidb/util/testkit"
 )
@@ -176,6 +178,50 @@ PRIMARY KEY (pk1,pk2)) partition by hash(pk2) partitions 4;`)
 	tk.MustQuery("select /*+ INL_MERGE_JOIN(dt, rr) */ * from coverage_dt dt join coverage_rr rr on (dt.pk1 = rr.pk1 and dt.pk2 = rr.pk2);").Sort().Check(testkit.Rows("ios 3 ios 3 2", "linux 5 linux 5 1"))
 }
 
+func (s *partitionTableSuite) TestPartitionInfoDisable(c *C) {
+	tk := testkit.NewTestKitWithInit(c, s.store)
+	tk.MustExec("use test")
+	tk.MustExec("drop table if exists t_info_null")
+	tk.MustExec(`CREATE TABLE t_info_null (
+  id bigint(20) unsigned NOT NULL AUTO_INCREMENT,
+  date date NOT NULL,
+  media varchar(32) NOT NULL DEFAULT '0',
+  app varchar(32) NOT NULL DEFAULT '',
+  xxx bigint(20) NOT NULL DEFAULT '0',
+  PRIMARY KEY (id, date),
+  UNIQUE KEY idx_media_id (media, date, app)
+) PARTITION BY RANGE COLUMNS(date) (
+  PARTITION p201912 VALUES LESS THAN ("2020-01-01"),
+  PARTITION p202001 VALUES LESS THAN ("2020-02-01"),
+  PARTITION p202002 VALUES LESS THAN ("2020-03-01"),
+  PARTITION p202003 VALUES LESS THAN ("2020-04-01"),
+  PARTITION p202004 VALUES LESS THAN ("2020-05-01"),
+  PARTITION p202005 VALUES LESS THAN ("2020-06-01"),
+  PARTITION p202006 VALUES LESS THAN ("2020-07-01"),
+  PARTITION p202007 VALUES LESS THAN ("2020-08-01"),
+  PARTITION p202008 VALUES LESS THAN ("2020-09-01"),
+  PARTITION p202009 VALUES LESS THAN ("2020-10-01"),
+  PARTITION p202010 VALUES LESS THAN ("2020-11-01"),
+  PARTITION p202011 VALUES LESS THAN ("2020-12-01")
+)`)
+	is := infoschema.GetInfoSchema(tk.Se)
+	tbl, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t_info_null"))
+	c.Assert(err, IsNil)
+
+	tbInfo := tbl.Meta()
+	// Mock for a case that the tableInfo.Partition is not nil, but tableInfo.Partition.Enable is false.
+	// That may happen when upgrading from a old version TiDB.
+	tbInfo.Partition.Enable = false
+	tbInfo.Partition.Num = 0
+
+	tk.MustExec("set @@tidb_partition_prune_mode = 'static'")
+	tk.MustQuery("explain select * from t_info_null where (date = '2020-10-02' or date = '2020-10-06') and app = 'xxx' and media = '19003006'").Check(testkit.Rows("Batch_Point_Get_5 2.00 root table:t_info_null, index:idx_media_id(media, date, app) keep order:false, desc:false"))
+	tk.MustQuery("explain select * from t_info_null").Check(testkit.Rows("TableReader_5 10000.00 root  data:TableFullScan_4",
+		"└─TableFullScan_4 10000.00 cop[tikv] table:t_info_null keep order:false, stats:pseudo"))
+	// No panic.
+	tk.MustQuery("select * from t_info_null where (date = '2020-10-02' or date = '2020-10-06') and app = 'xxx' and media = '19003006'").Check(testkit.Rows())
+}
+
 func (s *globalIndexSuite) TestGlobalIndexScan(c *C) {
 	tk := testkit.NewTestKitWithInit(c, s.store)
 	tk.MustExec("drop table if exists p")
diff --git a/planner/core/cacheable_checker.go b/planner/core/cacheable_checker.go
index a2a4be7063385..9e2593f380d3b 100644
--- a/planner/core/cacheable_checker.go
+++ b/planner/core/cacheable_checker.go
@@ -133,7 +133,7 @@ func (checker *cacheableChecker) isPartitionTable(tn *ast.TableName) bool {
 		logutil.BgLogger().Error("Error occur in checking cacheable", zap.Error(err))
 		return false
 	}
-	if tb.Meta().Partition != nil {
+	if tb.Meta().GetPartitionInfo() != nil {
 		return true
 	}
 	return false