diff --git a/src/operator/src/statement/ddl.rs b/src/operator/src/statement/ddl.rs
index 264108052c..02af83cbe1 100644
--- a/src/operator/src/statement/ddl.rs
+++ b/src/operator/src/statement/ddl.rs
@@ -1606,7 +1606,7 @@ fn parse_partitions(
             }
         }
     }
-    MultiDimPartitionRule::try_new(partition_columns.clone(), vec![], exprs)
+    MultiDimPartitionRule::try_new(partition_columns.clone(), vec![], exprs, true)
         .context(InvalidPartitionSnafu)?;
 
     Ok((
diff --git a/src/partition/benches/bench_split_record_batch.rs b/src/partition/benches/bench_split_record_batch.rs
index f6c1bd69d4..a3aa2c8e74 100644
--- a/src/partition/benches/bench_split_record_batch.rs
+++ b/src/partition/benches/bench_split_record_batch.rs
@@ -112,7 +112,7 @@ fn create_test_rule(num_columns: usize) -> MultiDimPartitionRule {
     };
 
     let regions = (0..exprs.len()).map(|v| v as u32).collect();
-    MultiDimPartitionRule::try_new(columns, regions, exprs).unwrap()
+    MultiDimPartitionRule::try_new(columns, regions, exprs, true).unwrap()
 }
 
 fn create_test_batch(size: usize) -> RecordBatch {
diff --git a/src/partition/src/checker.rs b/src/partition/src/checker.rs
index b616489d48..c613c2c85b 100644
--- a/src/partition/src/checker.rs
+++ b/src/partition/src/checker.rs
@@ -576,6 +576,7 @@ mod tests {
                     .and(col("value").gt_eq(Value::Int64(3))),
                 col("host").gt_eq(Value::Int64(3)),
             ],
+            true,
         )
         .unwrap();
         let checker = PartitionChecker::try_new(&rule).unwrap();
diff --git a/src/partition/src/manager.rs b/src/partition/src/manager.rs
index b7b0e4c76b..ad52804f57 100644
--- a/src/partition/src/manager.rs
+++ b/src/partition/src/manager.rs
@@ -167,7 +167,8 @@ impl PartitionRuleManager {
             })
             .collect::<Vec<_>>();
 
-        let rule = MultiDimPartitionRule::try_new(partition_columns.clone(), regions, exprs)?;
+        let rule =
+            MultiDimPartitionRule::try_new(partition_columns.clone(), regions, exprs, false)?;
         Ok(Arc::new(rule) as _)
     }
 
diff --git a/src/partition/src/multi_dim.rs b/src/partition/src/multi_dim.rs
index 45a64df6f4..a92f8e5ebe 100644
--- a/src/partition/src/multi_dim.rs
+++ b/src/partition/src/multi_dim.rs
@@ -63,10 +63,15 @@ pub struct MultiDimPartitionRule {
 }
 
 impl MultiDimPartitionRule {
+    /// Create a new [`MultiDimPartitionRule`].
+    ///
+    /// If `check_exprs` is true, the function will check if the expressions are valid. This is
+    /// required when constructing a new partition rule like `CREATE TABLE` or `ALTER TABLE`.
     pub fn try_new(
         partition_columns: Vec<String>,
         regions: Vec<RegionNumber>,
         exprs: Vec<PartitionExpr>,
+        check_exprs: bool,
     ) -> Result<Self> {
         let name_to_index = partition_columns
             .iter()
@@ -82,8 +87,10 @@ impl MultiDimPartitionRule {
             physical_expr_cache: RwLock::new(None),
         };
 
-        let checker = PartitionChecker::try_new(&rule)?;
-        checker.check()?;
+        if check_exprs {
+            let checker = PartitionChecker::try_new(&rule)?;
+            checker.check()?;
+        }
 
         Ok(rule)
     }
@@ -386,6 +393,7 @@ mod tests {
                     Operand::Value(datatypes::value::Value::String("sh".into())),
                 ),
             ],
+            true,
         )
         .unwrap();
         assert_matches!(
@@ -429,6 +437,7 @@ mod tests {
                     )),
                 )),
             )],
+            true,
         );
 
         // check rule
@@ -452,6 +461,7 @@ mod tests {
                 RestrictedOp::And,
                 Operand::Value(datatypes::value::Value::String("sh".into())),
             )],
+            true,
         );
 
         // check rule
@@ -487,6 +497,7 @@ mod tests {
                     Operand::Value(datatypes::value::Value::String("s".into())),
                 ),
             ],
+            true,
         );
 
         // check rule
@@ -630,6 +641,7 @@ mod tests {
                     )),
                 ),
             ],
+            true,
         );
 
         // check rule
@@ -657,6 +669,7 @@ mod tests {
                     Operand::Value(datatypes::value::Value::Int64(10)),
                 ),
             ],
+            true,
         );
 
         // check rule
@@ -690,6 +703,7 @@ mod tests {
                     Operand::Value(datatypes::value::Value::Int64(20)),
                 ),
             ],
+            true,
         );
 
         // check rule
@@ -720,6 +734,7 @@ mod tests {
                     .and(col("value").gt_eq(Value::Int64(10))),
                 col("host").gt_eq(Value::String("server10".into())),
             ],
+            true,
         )
         .unwrap();
     }
@@ -768,6 +783,7 @@ mod test_split_record_batch {
                 col("host").lt(Value::String("server1".into())),
                 col("host").gt_eq(Value::String("server1".into())),
             ],
+            true,
         )
         .unwrap();
 
@@ -796,6 +812,7 @@ mod test_split_record_batch {
                 col("host").lt(Value::String("server1".into())),
                 col("host").gt_eq(Value::String("server1".into())),
             ],
+            true,
         )
         .unwrap();
 
@@ -828,6 +845,7 @@ mod test_split_record_batch {
                     .gt_eq(Value::String("server10".into()))
                     .and(col("value").gt_eq(Value::Int64(10))),
             ],
+            true,
         )
         .unwrap();
 
@@ -850,6 +868,7 @@ mod test_split_record_batch {
                 col("value").lt(Value::Int64(30)),
                 col("value").gt_eq(Value::Int64(30)),
             ],
+            true,
         )
         .unwrap();