diff --git a/pkg/planner/core/casetest/flatplan/testdata/flat_plan_suite_out.json b/pkg/planner/core/casetest/flatplan/testdata/flat_plan_suite_out.json
index 9a21833258c5f..1839322a235dc 100644
--- a/pkg/planner/core/casetest/flatplan/testdata/flat_plan_suite_out.json
+++ b/pkg/planner/core/casetest/flatplan/testdata/flat_plan_suite_out.json
@@ -212,8 +212,8 @@
           {
             "Depth": 2,
             "Label": 0,
-            "IsRoot": true,
-            "StoreType": 2,
+            "IsRoot": false,
+            "StoreType": 0,
             "ReqType": 0,
             "IsPhysicalPlan": true,
             "TextTreeIndent": "│ │ ",
@@ -232,80 +232,15 @@
           {
             "Depth": 2,
             "Label": 0,
-            "IsRoot": true,
-            "StoreType": 2,
+            "IsRoot": false,
+            "StoreType": 0,
             "ReqType": 0,
             "IsPhysicalPlan": true,
             "TextTreeIndent": "  │ ",
             "IsLastChild": true
           }
         ],
-        "CTEs": [
-          [
-            {
-              "Depth": 0,
-              "Label": 0,
-              "IsRoot": true,
-              "StoreType": 2,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "",
-              "IsLastChild": true
-            },
-            {
-              "Depth": 1,
-              "Label": 3,
-              "IsRoot": true,
-              "StoreType": 2,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "│ ",
-              "IsLastChild": true
-            },
-            {
-              "Depth": 2,
-              "Label": 0,
-              "IsRoot": false,
-              "StoreType": 0,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "  │ ",
-              "IsLastChild": true
-            }
-          ],
-          [
-            {
-              "Depth": 0,
-              "Label": 0,
-              "IsRoot": true,
-              "StoreType": 2,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "",
-              "IsLastChild": true
-            },
-            {
-              "Depth": 1,
-              "Label": 3,
-              "IsRoot": true,
-              "StoreType": 2,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "│ ",
-              "IsLastChild": true
-            },
-            {
-              "Depth": 2,
-              "Label": 0,
-              "IsRoot": false,
-              "StoreType": 0,
-              "ReqType": 0,
-              "IsPhysicalPlan": true,
-              "TextTreeIndent": "  │ ",
-              "IsLastChild": true
-            }
-          ]
-        ]
+        "CTEs": null
       },
       {
         "SQL": "WITH RECURSIVE cte (n) AS(  SELECT 1  UNION ALL  SELECT n + 1 FROM cte WHERE n < 5)SELECT * FROM cte;",
diff --git a/pkg/planner/core/casetest/hint/testdata/integration_suite_out.json b/pkg/planner/core/casetest/hint/testdata/integration_suite_out.json
index 8bdc44ff8656a..369189e4531db 100644
--- a/pkg/planner/core/casetest/hint/testdata/integration_suite_out.json
+++ b/pkg/planner/core/casetest/hint/testdata/integration_suite_out.json
@@ -798,24 +798,21 @@
       {
         "SQL": "explain format = 'brief' select /*+ qb_name(qb_v8, v8), merge(@qb_v8) */ * from v8;",
         "Plan": [
-          "HashAgg 16000.00 root  group by:Column#21, funcs:firstrow(Column#21)->Column#21",
+          "HashAgg 16000.00 root  group by:Column#41, funcs:firstrow(Column#41)->Column#41",
           "└─Union 1000000010000.00 root  ",
           "  ├─HashJoin 1000000000000.00 root  CARTESIAN inner join",
           "  │ ├─TableReader(Build) 10000.00 root  data:TableFullScan",
           "  │ │ └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
-          "  │ └─CTEFullScan(Probe) 100000000.00 root CTE:cte2 data:CTE_1",
+          "  │ └─Projection(Probe) 100000000.00 root  1->Column#55",
+          "  │   └─HashJoin 100000000.00 root  CARTESIAN inner join",
+          "  │     ├─Projection(Build) 10000.00 root  1->Column#54",
+          "  │     │ └─IndexReader 10000.00 root  index:IndexFullScan",
+          "  │     │   └─IndexFullScan 10000.00 cop[tikv] table:t3, index:idx_a(a) keep order:false, stats:pseudo",
+          "  │     └─Projection(Probe) 10000.00 root  1->Column#53",
+          "  │       └─IndexReader 10000.00 root  index:IndexFullScan",
+          "  │         └─IndexFullScan 10000.00 cop[tikv] table:t2, index:idx_a(a) keep order:false, stats:pseudo",
           "  └─TableReader 10000.00 root  data:TableFullScan",
-          "    └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
-          "CTE_1 100000000.00 root  Non-Recursive CTE",
-          "└─HashJoin(Seed Part) 100000000.00 root  CARTESIAN inner join",
-          "  ├─CTEFullScan(Build) 10000.00 root CTE:cte4 data:CTE_3",
-          "  └─CTEFullScan(Probe) 10000.00 root CTE:cte3 data:CTE_2",
-          "CTE_3 10000.00 root  Non-Recursive CTE",
-          "└─IndexReader(Seed Part) 10000.00 root  index:IndexFullScan",
-          "  └─IndexFullScan 10000.00 cop[tikv] table:t3, index:idx_a(a) keep order:false, stats:pseudo",
-          "CTE_2 10000.00 root  Non-Recursive CTE",
-          "└─IndexReader(Seed Part) 10000.00 root  index:IndexFullScan",
-          "  └─IndexFullScan 10000.00 cop[tikv] table:t2, index:idx_a(a) keep order:false, stats:pseudo"
+          "    └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo"
         ],
         "Warn": null
       },
diff --git a/pkg/planner/core/casetest/physicalplantest/physical_plan_test.go b/pkg/planner/core/casetest/physicalplantest/physical_plan_test.go
index d05180be31f25..44246311759b1 100644
--- a/pkg/planner/core/casetest/physicalplantest/physical_plan_test.go
+++ b/pkg/planner/core/casetest/physicalplantest/physical_plan_test.go
@@ -1206,6 +1206,8 @@ func TestSingleConsumerCTE(t *testing.T) {
 	tk.MustExec("use test")
 	tk.MustExec("drop table if exists t;")
 	tk.MustExec("CREATE TABLE `t` (`a` int(11));")
+	tk.MustExec("create table t1 (c1 int primary key, c2 int, index c2 (c2));")
+	tk.MustExec("create table t2 (c1 int unique, c2 int);")
 	tk.MustExec("insert into t values (1), (5), (10), (15), (20), (30), (50);")
 
 	var (
diff --git a/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_in.json b/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_in.json
index ec0cedcc67ec8..4b2cff277ce06 100644
--- a/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_in.json
+++ b/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_in.json
@@ -550,6 +550,10 @@
   {
     "name": "TestSingleConsumerCTE",
     "cases": [
+      "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 1) select * from cte1; -- non-recursive limit, inline cte1",
+      "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 100 offset 100) select * from cte1; -- non-recursive limit, inline cte1",
+      "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 0 offset 0) select * from cte1; -- non-recursive limit, inline cte1",
+      "with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2 as (select 3) select * from cte2 union all select * from cte2) -- inline cte1, not inline cte2",
       "with base1 as (WITH RECURSIVE cte(a) AS (with tmp as (select 1 as a) SELECT a from tmp UNION SELECT a+1 FROM cte) SELECT * FROM cte) select * from base1; -- issue #43318",
       "with cte as (select 1) select * from cte; -- inline cte",
       "with cte1 as (select 1), cte2 as (select 2) select * from cte1 union select * from cte2; -- inline cte1, cte2",
@@ -564,7 +568,10 @@
       "set tidb_opt_force_inline_cte=1; -- enable force inline CTE",
       "with cte as (select 1) select * from cte union select * from cte; -- force inline cte while multi-consumer",
       "set tidb_opt_force_inline_cte=0; -- disable force inline CTE",
-      "with cte as (select 1) select /*+ MERGE() */ * from cte union select * from cte; -- firstly inline cte, secondly cannot be inlined"
+      "with cte as (select 1) select /*+ MERGE() */ * from cte union select * from cte; -- firstly inline cte, secondly cannot be inlined",
+      "with a as (select 8 as id from dual),maxa as (select max(id) as max_id from a),b as (with recursive temp as (select 1 as lvl from dual union all select lvl+1 from temp, maxa where lvl < max_id)select * from temp) select * from b; -- issue #47711, maxa cannot be inlined because it contains agg and in the recursive part of cte temp",
+      "with a as (select count(*) from t1), b as (select 2 as bb from a), c as (with recursive tmp as (select 1 as res from t1 union all select res+1 from tmp,b where res+1 < bb) select * from tmp) select * from c; -- inline a, cannot be inline b because b indirectly contains agg and in the recursive part of cte tmp",
+      "with a as (select count(*) from t1), b as (select 2 as bb from a), c as (with recursive tmp as (select bb as res from b union all select res+1 from tmp where res +1 < 10) select * from tmp) select * from c; -- inline a, b, cannot be inline tmp, c"
     ]
   },
   {
diff --git a/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_out.json b/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_out.json
index 819ee1a8a225d..899c6f8922c1d 100644
--- a/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_out.json
+++ b/pkg/planner/core/casetest/physicalplantest/testdata/plan_suite_out.json
@@ -2774,7 +2774,7 @@
           "    └─CTETable 1.00 root  Scan on CTE_0"
         ],
         "Warning": [
-          "[planner:1815]Recursive CTE can not be inlined."
+          "[planner:1815]Recursive CTE cte1 can not be inlined by merge() or tidb_opt_force_inline_cte."
         ]
       },
       {
@@ -3023,7 +3023,9 @@
           "  └─Selection 0.80 root  lt(Column#3, 100)",
           "    └─CTETable 1.00 root  Scan on CTE_0"
         ],
-        "Warning": null
+        "Warning": [
+          "[planner:1815]Recursive CTE cte1 can not be inlined by merge() or tidb_opt_force_inline_cte."
+        ]
       },
       {
         "SQL": "with cte1 as (with cte2 as (select * from t) select * from cte2) select * from cte1; -- non-recursive 'cte2' definition inside another non-recursive 'cte1'",
@@ -3044,7 +3046,9 @@
           "  └─Selection 8000.00 root  lt(test.t.a, 100)",
           "    └─CTETable 10000.00 root  Scan on CTE_0"
         ],
-        "Warning": null
+        "Warning": [
+          "[planner:1815]Recursive CTE cte2 can not be inlined by merge() or tidb_opt_force_inline_cte."
+        ]
       },
       {
         "SQL": "with cte1 as (with recursive cte2(c1) as (select 1 union select c1 + 1 c1 from cte2 where c1 < 100) select * from cte2) select * from cte1; -- recursive 'cte2' inside non-recursive 'cte1'",
@@ -3057,7 +3061,10 @@
           "  └─Selection 0.80 root  lt(Column#10, 100)",
           "    └─CTETable 1.00 root  Scan on CTE_2"
         ],
-        "Warning": null
+        "Warning": [
+          "[planner:1815]Recursive CTE cte2 can not be inlined by merge() or tidb_opt_force_inline_cte.",
+          "[planner:1815]Recursive CTE cte2 can not be inlined by merge() or tidb_opt_force_inline_cte."
+        ]
       },
       {
         "SQL": "set tidb_opt_force_inline_cte=0; -- disable force inline CTE",
@@ -3092,7 +3099,7 @@
           "    └─CTETable 1.00 root  Scan on CTE_0"
         ],
         "Warning": [
-          "[planner:1815]Recursive CTE can not be inlined."
+          "[planner:1815]Recursive CTE cte1 can not be inlined by merge() or tidb_opt_force_inline_cte."
         ]
       },
       {
@@ -3134,6 +3141,55 @@
   {
     "Name": "TestSingleConsumerCTE",
     "Cases": [
+      {
+        "SQL": "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 1) select * from cte1; -- non-recursive limit, inline cte1",
+        "Plan": [
+          "Limit 1.00 root  offset:0, count:1",
+          "└─HashAgg 1.00 root  group by:Column#18, funcs:firstrow(Column#18)->Column#18",
+          "  └─Union 20000.00 root  ",
+          "    ├─TableReader 10000.00 root  data:TableFullScan",
+          "    │ └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
+          "    └─IndexReader 10000.00 root  index:IndexFullScan",
+          "      └─IndexFullScan 10000.00 cop[tikv] table:t2, index:c1(c1) keep order:false, stats:pseudo"
+        ],
+        "Warning": null
+      },
+      {
+        "SQL": "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 100 offset 100) select * from cte1; -- non-recursive limit, inline cte1",
+        "Plan": [
+          "Limit 100.00 root  offset:100, count:100",
+          "└─HashAgg 200.00 root  group by:Column#18, funcs:firstrow(Column#18)->Column#18",
+          "  └─Union 20000.00 root  ",
+          "    ├─TableReader 10000.00 root  data:TableFullScan",
+          "    │ └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
+          "    └─IndexReader 10000.00 root  index:IndexFullScan",
+          "      └─IndexFullScan 10000.00 cop[tikv] table:t2, index:c1(c1) keep order:false, stats:pseudo"
+        ],
+        "Warning": null
+      },
+      {
+        "SQL": "with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 0 offset 0) select * from cte1; -- non-recursive limit, inline cte1",
+        "Plan": [
+          "TableDual 0.00 root  rows:0"
+        ],
+        "Warning": null
+      },
+      {
+        "SQL": "with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2 as (select 3) select * from cte2 union all select * from cte2) -- inline cte1, not inline cte2",
+        "Plan": [
+          "HashAgg 3.00 root  group by:Column#9, funcs:firstrow(Column#9)->Column#9",
+          "└─Union 3.00 root  ",
+          "  ├─Projection 1.00 root  1->Column#9",
+          "  │ └─TableDual 1.00 root  rows:1",
+          "  └─Union 2.00 root  ",
+          "    ├─CTEFullScan 1.00 root CTE:cte2 data:CTE_2",
+          "    └─CTEFullScan 1.00 root CTE:cte2 data:CTE_2",
+          "CTE_2 1.00 root  Non-Recursive CTE",
+          "└─Projection(Seed Part) 1.00 root  3->Column#5",
+          "  └─TableDual 1.00 root  rows:1"
+        ],
+        "Warning": null
+      },
       {
         "SQL": "with base1 as (WITH RECURSIVE cte(a) AS (with tmp as (select 1 as a) SELECT a from tmp UNION SELECT a+1 FROM cte) SELECT * FROM cte) select * from base1; -- issue #43318",
         "Plan": [
@@ -3287,6 +3343,63 @@
           "  └─TableDual 1.00 root  rows:1"
         ],
         "Warning": null
+      },
+      {
+        "SQL": "with a as (select 8 as id from dual),maxa as (select max(id) as max_id from a),b as (with recursive temp as (select 1 as lvl from dual union all select lvl+1 from temp, maxa where lvl < max_id)select * from temp) select * from b; -- issue #47711, maxa cannot be inlined because it contains agg and in the recursive part of cte temp",
+        "Plan": [
+          "CTEFullScan 1.64 root CTE:temp data:CTE_4",
+          "CTE_4 1.64 root  Recursive CTE",
+          "├─Projection(Seed Part) 1.00 root  1->Column#14",
+          "│ └─TableDual 1.00 root  rows:1",
+          "└─Projection(Recursive Part) 0.64 root  cast(plus(Column#15, 1), bigint(1) BINARY)->Column#18",
+          "  └─HashJoin 0.64 root  CARTESIAN inner join, other cond:lt(Column#15, Column#16)",
+          "    ├─Selection(Build) 0.80 root  not(isnull(Column#16))",
+          "    │ └─CTEFullScan 1.00 root CTE:maxa data:CTE_1",
+          "    └─Selection(Probe) 0.80 root  not(isnull(Column#15))",
+          "      └─CTETable 1.00 root  Scan on CTE_4",
+          "CTE_1 1.00 root  Non-Recursive CTE",
+          "└─StreamAgg(Seed Part) 1.00 root  funcs:max(Column#3)->Column#4",
+          "  └─Projection 1.00 root  8->Column#3",
+          "    └─TableDual 1.00 root  rows:1"
+        ],
+        "Warning": null
+      },
+      {
+        "SQL": "with a as (select count(*) from t1), b as (select 2 as bb from a), c as (with recursive tmp as (select 1 as res from t1 union all select res+1 from tmp,b where res+1 < bb) select * from tmp) select * from c; -- inline a, cannot be inline b because b indirectly contains agg and in the recursive part of cte tmp",
+        "Plan": [
+          "CTEFullScan 20000.00 root CTE:tmp data:CTE_4",
+          "CTE_4 20000.00 root  Recursive CTE",
+          "├─Projection(Seed Part) 10000.00 root  1->Column#26",
+          "│ └─TableReader 10000.00 root  data:TableFullScan",
+          "│   └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
+          "└─Projection(Recursive Part) 10000.00 root  cast(plus(Column#27, 1), bigint(1) BINARY)->Column#30",
+          "  └─HashJoin 10000.00 root  CARTESIAN inner join, other cond:lt(plus(Column#27, 1), Column#28)",
+          "    ├─CTEFullScan(Build) 1.00 root CTE:b data:CTE_1",
+          "    └─CTETable(Probe) 10000.00 root  Scan on CTE_4",
+          "CTE_1 1.00 root  Non-Recursive CTE",
+          "└─Projection(Seed Part) 1.00 root  2->Column#8",
+          "  └─HashAgg 1.00 root  funcs:count(Column#37)->Column#35",
+          "    └─TableReader 1.00 root  data:HashAgg",
+          "      └─HashAgg 1.00 cop[tikv]  funcs:count(1)->Column#37",
+          "        └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo"
+        ],
+        "Warning": null
+      },
+      {
+        "SQL": "with a as (select count(*) from t1), b as (select 2 as bb from a), c as (with recursive tmp as (select bb as res from b union all select res+1 from tmp where res +1 < 10) select * from tmp) select * from c; -- inline a, b, cannot be inline tmp, c",
+        "Plan": [
+          "CTEFullScan 1.80 root CTE:tmp data:CTE_4",
+          "CTE_4 1.80 root  Recursive CTE",
+          "├─Projection(Seed Part) 1.00 root  2->Column#37",
+          "│ └─HashAgg 1.00 root  funcs:count(Column#46)->Column#44",
+          "│   └─TableReader 1.00 root  data:HashAgg",
+          "│     └─HashAgg 1.00 cop[tikv]  funcs:count(1)->Column#46",
+          "│       └─TableFullScan 10000.00 cop[tikv] table:t1 keep order:false, stats:pseudo",
+          "└─Projection(Recursive Part) 0.80 root  cast(plus(Column#38, 1), bigint(1) BINARY)->Column#40",
+          "  └─Selection 0.80 root  lt(plus(Column#38, 1), 10)",
+          "    └─CTETable 1.00 root  Scan on CTE_4"
+        ],
+        "Warning": null
       }
     ]
   },
diff --git a/pkg/planner/core/casetest/planstats/plan_stats_test.go b/pkg/planner/core/casetest/planstats/plan_stats_test.go
index 7be6b9eeb0c6a..f3ca791622b8e 100644
--- a/pkg/planner/core/casetest/planstats/plan_stats_test.go
+++ b/pkg/planner/core/casetest/planstats/plan_stats_test.go
@@ -166,13 +166,13 @@ func TestPlanStatsLoad(t *testing.T) {
 		{ // CTE
 			sql: "with cte(x, y) as (select d + 1, b from t where c > 1) select * from cte where x < 3",
 			check: func(p plannercore.Plan, tableInfo *model.TableInfo) {
-				ps, ok := p.(*plannercore.PhysicalSelection)
+				ps, ok := p.(*plannercore.PhysicalProjection)
 				require.True(t, ok)
-				pc, ok := ps.Children()[0].(*plannercore.PhysicalCTE)
+				pc, ok := ps.Children()[0].(*plannercore.PhysicalTableReader)
 				require.True(t, ok)
-				pp, ok := pc.SeedPlan.(*plannercore.PhysicalProjection)
+				pp, ok := pc.GetTablePlan().(*plannercore.PhysicalSelection)
 				require.True(t, ok)
-				reader, ok := pp.Children()[0].(*plannercore.PhysicalTableReader)
+				reader, ok := pp.Children()[0].(*plannercore.PhysicalTableScan)
 				require.True(t, ok)
 				require.Greater(t, countFullStats(reader.StatsInfo().HistColl, tableInfo.Columns[2].ID), 0)
 			},
diff --git a/pkg/planner/core/logical_plan_builder.go b/pkg/planner/core/logical_plan_builder.go
index ae77f237c13ae..4dfb56cd0aadb 100644
--- a/pkg/planner/core/logical_plan_builder.go
+++ b/pkg/planner/core/logical_plan_builder.go
@@ -345,6 +345,10 @@ func (b *PlanBuilder) buildAggregation(ctx context.Context, p LogicalPlan, aggFu
 	if b.ctx.GetSessionVars().EnableSkewDistinctAgg {
 		b.optFlag |= flagSkewDistinctAgg
 	}
+	// flag it if cte contain aggregation
+	if b.buildingCTE {
+		b.outerCTEs[len(b.outerCTEs)-1].containAggOrWindow = true
+	}
 	var rollupExpand *LogicalExpand
 	if expand, ok := p.(*LogicalExpand); ok {
 		rollupExpand = expand
@@ -4346,7 +4350,7 @@ func (b *PlanBuilder) buildSelect(ctx context.Context, sel *ast.SelectStmt) (p L
 		// In particular, recursive CTE have separate warnings, so they are no longer called.
 		if b.buildingCTE {
 			if b.isCTE {
-				b.outerCTEs[len(b.outerCTEs)-1].isInline = true
+				b.outerCTEs[len(b.outerCTEs)-1].forceInlineByHintOrVar = true
 			} else if !b.buildingRecursivePartForCTE {
 				// If there has subquery which is not CTE and using `MERGE()` hint, we will show this warning;
 				b.ctx.GetSessionVars().StmtCtx.AppendWarning(
@@ -4868,10 +4872,13 @@ func (b *PlanBuilder) tryBuildCTE(ctx context.Context, tn *ast.TableName, asName
 			prevSchema := cte.seedLP.Schema().Clone()
 			lp.SetSchema(getResultCTESchema(cte.seedLP.Schema(), b.ctx.GetSessionVars()))
 
-			if cte.recurLP != nil && cte.isInline {
-				b.ctx.GetSessionVars().StmtCtx.AppendWarning(
-					ErrInternal.GenWithStack("Recursive CTE can not be inlined."))
+			// If current CTE query contain another CTE which 'containAggOrWindow' is true, current CTE 'containAggOrWindow' will be true
+			if b.buildingCTE {
+				b.outerCTEs[len(b.outerCTEs)-1].containAggOrWindow = cte.containAggOrWindow || b.outerCTEs[len(b.outerCTEs)-1].containAggOrWindow
 			}
+			// Compute cte inline
+			b.computeCTEInlineFlag(cte)
+
 			if cte.recurLP == nil && cte.isInline {
 				saveCte := make([]*cteInfo, len(b.outerCTEs[i:]))
 				copy(saveCte, b.outerCTEs[i:])
@@ -4908,6 +4915,36 @@ func (b *PlanBuilder) tryBuildCTE(ctx context.Context, tn *ast.TableName, asName
 	return nil, nil
 }
 
+// computeCTEInlineFlag, Combine the declaration of CTE and the use of CTE to jointly determine **whether a CTE can be inlined**
+/*
+   There are some cases that CTE must be not inlined.
+   1. CTE is recursive CTE.
+   2. CTE contains agg or window and it is referenced by recursive part of CTE.
+   3. Consumer count of CTE is more than one.
+   If 1 or 2 conditions are met, CTE cannot be inlined.
+   But if query is hint by 'merge()' or session variable "tidb_opt_force_inline_cte",
+     CTE will still not be inlined but a warning will be recorded "Hint or session variables are invalid"
+   If 3 condition is met, CTE can be inlined by hint and session variables.
+*/
+func (b *PlanBuilder) computeCTEInlineFlag(cte *cteInfo) {
+	if cte.recurLP != nil {
+		if cte.forceInlineByHintOrVar {
+			b.ctx.GetSessionVars().StmtCtx.AppendWarning(
+				ErrInternal.GenWithStack("Recursive CTE %s can not be inlined by merge() or tidb_opt_force_inline_cte.", cte.def.Name))
+		}
+	} else if cte.containAggOrWindow && b.buildingRecursivePartForCTE {
+		if cte.forceInlineByHintOrVar {
+			b.ctx.GetSessionVars().StmtCtx.AppendWarning(ErrCTERecursiveForbidsAggregation.FastGenByArgs(cte.def.Name))
+		}
+	} else if cte.consumerCount > 1 {
+		if cte.forceInlineByHintOrVar {
+			cte.isInline = true
+		}
+	} else {
+		cte.isInline = true
+	}
+}
+
 func (b *PlanBuilder) buildDataSourceFromCTEMerge(ctx context.Context, cte *ast.CommonTableExpression) (LogicalPlan, error) {
 	p, err := b.buildResultSetNode(ctx, cte.Query.Query, true)
 	if err != nil {
@@ -6935,6 +6972,9 @@ func sortWindowSpecs(groupedFuncs map[*ast.WindowSpec][]*ast.WindowFuncExpr, ord
 }
 
 func (b *PlanBuilder) buildWindowFunctions(ctx context.Context, p LogicalPlan, groupedFuncs map[*ast.WindowSpec][]*ast.WindowFuncExpr, orderedSpec []*ast.WindowSpec, aggMap map[*ast.AggregateFuncExpr]int) (LogicalPlan, map[*ast.WindowFuncExpr]int, error) {
+	if b.buildingCTE {
+		b.outerCTEs[len(b.outerCTEs)-1].containAggOrWindow = true
+	}
 	args := make([]ast.ExprNode, 0, 4)
 	windowMap := make(map[*ast.WindowFuncExpr]int)
 	for _, window := range sortWindowSpecs(groupedFuncs, orderedSpec) {
@@ -7826,16 +7866,13 @@ func (b *PlanBuilder) buildWith(ctx context.Context, w *ast.WithClause) ([]*cteI
 	}
 	ctes := make([]*cteInfo, 0, len(w.CTEs))
 	for _, cte := range w.CTEs {
-		b.outerCTEs = append(b.outerCTEs, &cteInfo{def: cte, nonRecursive: !w.IsRecursive, isBuilding: true, storageID: b.allocIDForCTEStorage, seedStat: &property.StatsInfo{}})
+		b.outerCTEs = append(b.outerCTEs, &cteInfo{def: cte, nonRecursive: !w.IsRecursive, isBuilding: true, storageID: b.allocIDForCTEStorage, seedStat: &property.StatsInfo{}, consumerCount: cte.ConsumerCount})
 		b.allocIDForCTEStorage++
 		saveFlag := b.optFlag
 		// Init the flag to flagPrunColumns, otherwise it's missing.
 		b.optFlag = flagPrunColumns
-		// Case1: If the current CTE has only one consumer, the default is set to inline CTE
-		// Case2: If the session variable "tidb_opt_force_inline_cte" is true, all of CTEs will be inlined.
-		// Otherwise, whether CTEs are inlined depends on whether the merge() hint is declared.
-		if !cte.IsRecursive && (cte.ConsumerCount == 1 || b.ctx.GetSessionVars().EnableForceInlineCTE()) {
-			b.outerCTEs[len(b.outerCTEs)-1].isInline = true
+		if b.ctx.GetSessionVars().EnableForceInlineCTE() {
+			b.outerCTEs[len(b.outerCTEs)-1].forceInlineByHintOrVar = true
 		}
 		_, err := b.buildCte(ctx, cte, w.IsRecursive)
 		if err != nil {
diff --git a/pkg/planner/core/planbuilder.go b/pkg/planner/core/planbuilder.go
index e256e90d8fe66..19bd7f0c7491a 100644
--- a/pkg/planner/core/planbuilder.go
+++ b/pkg/planner/core/planbuilder.go
@@ -489,7 +489,14 @@ type cteInfo struct {
 	// The LogicalCTEs that reference the same table should share the same CteClass.
 	cteClass *CTEClass
 
+	// isInline will determine whether it can be inlined when **CTE is used**
 	isInline bool
+	// forceInlineByHintOrVar will be true when CTE is hint by merge() or session variable "tidb_opt_force_inline_cte=true"
+	forceInlineByHintOrVar bool
+	// If CTE contain aggregation or window function in query (Indirect references to other cte containing agg or window in the query are also counted.)
+	containAggOrWindow bool
+	// Compute in preprocess phase. Record how many consumers the current CTE has
+	consumerCount int
 }
 
 type subQueryCtx = uint64
diff --git a/pkg/planner/core/preprocess.go b/pkg/planner/core/preprocess.go
index 0ba0cd8f0be50..ea9ae7525d967 100644
--- a/pkg/planner/core/preprocess.go
+++ b/pkg/planner/core/preprocess.go
@@ -292,6 +292,9 @@ func (p *preprocessor) Enter(in ast.Node) (out ast.Node, skipChildren bool) {
 		p.showTp = node.Tp
 		p.resolveShowStmt(node)
 	case *ast.SetOprSelectList:
+		if node.With != nil {
+			p.preprocessWith.cteStack = append(p.preprocessWith.cteStack, node.With.CTEs)
+		}
 		p.checkSetOprSelectList(node)
 	case *ast.DeleteTableList:
 		p.stmtTp = TypeDelete
@@ -649,6 +652,10 @@ func (p *preprocessor) Leave(in ast.Node) (out ast.Node, ok bool) {
 		if x.With != nil {
 			p.preprocessWith.cteStack = p.preprocessWith.cteStack[0 : len(p.preprocessWith.cteStack)-1]
 		}
+	case *ast.SetOprSelectList:
+		if x.With != nil {
+			p.preprocessWith.cteStack = p.preprocessWith.cteStack[0 : len(p.preprocessWith.cteStack)-1]
+		}
 	}
 
 	return in, p.err == nil
diff --git a/tests/integrationtest/r/cte.result b/tests/integrationtest/r/cte.result
index 46c7233cf6b44..1e24a8e08a1aa 100644
--- a/tests/integrationtest/r/cte.result
+++ b/tests/integrationtest/r/cte.result
@@ -790,15 +790,3 @@ with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2
 1
 1
 3
-explain with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2 as (select 3) select * from cte2 union all select * from cte2);
-id	estRows	task	access object	operator info
-HashAgg_24	3.00	root		group by:Column#9, funcs:firstrow(Column#9)->Column#9
-└─Union_25	3.00	root		
-  ├─Projection_26	1.00	root		1->Column#9
-  │ └─TableDual_27	1.00	root		rows:1
-  └─Union_29	2.00	root		
-    ├─CTEFullScan_31	1.00	root	CTE:cte2	data:CTE_2
-    └─CTEFullScan_33	1.00	root	CTE:cte2	data:CTE_2
-CTE_2	1.00	root		Non-Recursive CTE
-└─Projection_22(Seed Part)	1.00	root		3->Column#5
-  └─TableDual_23	1.00	root		rows:1
diff --git a/tests/integrationtest/r/explain_cte.result b/tests/integrationtest/r/explain_cte.result
index f0cd69583a59b..d22e165e87baf 100644
--- a/tests/integrationtest/r/explain_cte.result
+++ b/tests/integrationtest/r/explain_cte.result
@@ -166,33 +166,6 @@ CTE_0	8001.00	root		Recursive CTE, limit(offset:0, count:0)
 │ └─TableFullScan_17	10000.00	cop[tikv]	table:t1	keep order:false, stats:pseudo
 └─Projection_21(Recursive Part)	10000.00	root		cast(plus(explain_cte.t1.c1, 1), int(11))->explain_cte.t1.c1
   └─CTETable_22	10000.00	root		Scan on CTE_0
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 1) select * from cte1;
-id	estRows	task	access object	operator info
-CTEFullScan_34	1.00	root	CTE:cte1	data:CTE_0
-CTE_0	1.00	root		Non-Recursive CTE
-└─Limit_20(Seed Part)	1.00	root		offset:0, count:1
-  └─HashAgg_21	1.00	root		group by:Column#11, funcs:firstrow(Column#11)->Column#11
-    └─Union_22	20000.00	root		
-      ├─TableReader_25	10000.00	root		data:TableFullScan_24
-      │ └─TableFullScan_24	10000.00	cop[tikv]	table:t1	keep order:false, stats:pseudo
-      └─IndexReader_32	10000.00	root		index:IndexFullScan_31
-        └─IndexFullScan_31	10000.00	cop[tikv]	table:t2, index:c1(c1)	keep order:false, stats:pseudo
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 100 offset 100) select * from cte1;
-id	estRows	task	access object	operator info
-CTEFullScan_34	100.00	root	CTE:cte1	data:CTE_0
-CTE_0	100.00	root		Non-Recursive CTE
-└─Limit_20(Seed Part)	100.00	root		offset:100, count:100
-  └─HashAgg_21	200.00	root		group by:Column#11, funcs:firstrow(Column#11)->Column#11
-    └─Union_22	20000.00	root		
-      ├─TableReader_25	10000.00	root		data:TableFullScan_24
-      │ └─TableFullScan_24	10000.00	cop[tikv]	table:t1	keep order:false, stats:pseudo
-      └─IndexReader_32	10000.00	root		index:IndexFullScan_31
-        └─IndexFullScan_31	10000.00	cop[tikv]	table:t2, index:c1(c1)	keep order:false, stats:pseudo
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 0 offset 0) select * from cte1;
-id	estRows	task	access object	operator info
-CTEFullScan_19	0.00	root	CTE:cte1	data:CTE_0
-CTE_0	0.00	root		Non-Recursive CTE
-└─TableDual_16(Seed Part)	0.00	root		rows:0
 CREATE TABLE `customer` (
 `c_customer_sk` int(11) NOT NULL,
 `c_customer_id` char(16) NOT NULL,
diff --git a/tests/integrationtest/t/cte.test b/tests/integrationtest/t/cte.test
index 1f4e4b3704e45..d5fe902434f10 100644
--- a/tests/integrationtest/t/cte.test
+++ b/tests/integrationtest/t/cte.test
@@ -336,4 +336,3 @@ INSERT INTO `t_dnmxh` VALUES (104,571000,NULL),(104,572000,44.37),(104,573000,59
 WITH cte_0 AS (select distinct ref_0.wkey as c0, ref_0.pkey as c1, ref_0.c_xhsndb as c2 from t_dnmxh as ref_0 where (1 <= ( select ref_1.pkey not in ( select ref_5.wkey as c0 from t_dnmxh as ref_5 where (ref_5.wkey < ( select ref_6.pkey as c0 from t_cqmg3b as ref_6 where 88 between 96 and 76)) ) as c0 from (t_cqmg3b as ref_1 left outer join t_dnmxh as ref_2 on (ref_1.wkey = ref_2.wkey )) where ref_0.c_xhsndb is NULL union select 33 <= 91 as c0 from t_cqmg3b as ref_8 ))), cte_1 AS (select ref_9.wkey as c0, ref_9.pkey as c1, ref_9.c_anpf_c as c2, ref_9.c_b_fp_c as c3, ref_9.c_ndccfb as c4, ref_9.c_8rswc as c5 from t_cqmg3b as ref_9) select count(1) from cte_0 as ref_10 where case when 56 < 50 then case when 100 in ( select distinct ref_11.c4 as c0 from cte_1 as ref_11 where (ref_11.c4 > ( select ref_13.pkey as c0 from t_dnmxh as ref_13 where (ref_13.wkey > ( select distinct ref_11.c1 as c0 from cte_0 as ref_14)) )) or (1 = 1)) then null else null end else '7mxv6' end not like 'ki4%vc';
 #case
 with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2 as (select 3) select * from cte2 union all select * from cte2) order by 1;
-explain with cte1 as (select 1), cte2 as (select 2) select * from cte1 union (with cte2 as (select 3) select * from cte2 union all select * from cte2);
diff --git a/tests/integrationtest/t/explain_cte.test b/tests/integrationtest/t/explain_cte.test
index 646fb15eab625..7da1523b47911 100644
--- a/tests/integrationtest/t/explain_cte.test
+++ b/tests/integrationtest/t/explain_cte.test
@@ -38,11 +38,6 @@ explain with recursive cte1(c1) as (select c1 from t1 union select c1 + 1 c1 fro
 explain with recursive cte1(c1) as (select c1 from t1 union select c1 + 1 c1 from cte1 limit 1) select * from cte1 dt1 join cte1 dt2 on dt1.c1 = dt2.c1;
 explain with recursive cte1(c1) as (select c1 from t1 union select c1 + 1 c1 from cte1 limit 0 offset 0) select * from cte1 dt1 join cte1 dt2 on dt1.c1 = dt2.c1;
 
-# non-recursive limit
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 1) select * from cte1;
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 100 offset 100) select * from cte1;
-explain with recursive cte1(c1) as (select c1 from t1 union select c1 from t2 limit 0 offset 0) select * from cte1;
-
 # TPC-DS Q11
 CREATE TABLE `customer` (
   `c_customer_sk` int(11) NOT NULL,