feat: impl Vector, DataType traits for decimal128 (#2727)

* feat: decimal128 vector * feat: Decimal128Type in datatypes * refactor: cast function * feat: decimal128 type in ConcreteDataType * chore: decimal * chore: sql_data_type_to_concrete_data_type * chore: cr comment Co-authored-by: Dennis Zhuang <killme2008@gmail.com> Co-authored-by: Yingwen <realevenyag@gmail.com> * chore: fix finish() * chore: add debug_assert to new decimal128 --------- Co-authored-by: Dennis Zhuang <killme2008@gmail.com> Co-authored-by: Yingwen <realevenyag@gmail.com>
2026-05-15 04:20:39 +00:00 · 2023-11-16 14:44:26 +08:00
parent 9bd10134dd
commit ae27fbc7f2
29 changed files with 961 additions and 82 deletions
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1661,6 +1661,20 @@ dependencies = [
 "url",
 ]

+[[package]]
+name = "common-decimal"
+version = "0.4.2"
+dependencies = [
+ "arrow",
+ "bigdecimal 0.4.2",
+ "common-error",
+ "common-macro",
+ "rust_decimal",
+ "serde",
+ "serde_json",
+ "snafu",
+]
+
 [[package]]
 name = "common-error"
 version = "0.4.2"
@@ -2707,6 +2721,7 @@ dependencies = [
 "arrow-array",
 "arrow-schema",
 "common-base",
+ "common-decimal",
 "common-error",
 "common-macro",
 "common-telemetry",
@@ -2717,6 +2732,7 @@ dependencies = [
 "num-traits",
 "ordered-float 3.9.2",
 "paste",
+ "rust_decimal",
 "serde",
 "serde_json",
 "snafu",
@@ -2731,20 +2747,6 @@ dependencies = [
 "uuid",
 ]

-[[package]]
-name = "decimal"
-version = "0.4.2"
-dependencies = [
- "arrow",
- "bigdecimal 0.4.2",
- "common-error",
- "common-macro",
- "rust_decimal",
- "serde",
- "serde_json",
- "snafu",
-]
-
 [[package]]
 name = "der"
 version = "0.5.1"
@@ -4843,6 +4845,7 @@ dependencies = [
 "common-base",
 "common-catalog",
 "common-datasource",
+ "common-decimal",
 "common-error",
 "common-macro",
 "common-procedure",
@@ -8559,6 +8562,7 @@ dependencies = [
 "common-base",
 "common-catalog",
 "common-datasource",
+ "common-decimal",
 "common-error",
 "common-macro",
 "common-query",
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -136,6 +136,7 @@ common-base = { path = "src/common/base" }
 common-catalog = { path = "src/common/catalog" }
 common-config = { path = "src/common/config" }
 common-datasource = { path = "src/common/datasource" }
+common-decimal = { path = "src/common/decimal" }
 common-error = { path = "src/common/error" }
 common-function = { path = "src/common/function" }
 common-greptimedb-telemetry = { path = "src/common/greptimedb-telemetry" }
--- a/src/api/src/helper.rs
+++ b/src/api/src/helper.rs
@@ -158,7 +158,8 @@ impl TryFrom<ConcreteDataType> for ColumnDataTypeWrapper {
            },
            ConcreteDataType::Null(_)
            | ConcreteDataType::List(_)
-            | ConcreteDataType::Dictionary(_) => {
+            | ConcreteDataType::Dictionary(_)
+            | ConcreteDataType::Decimal128(_) => {
                return error::IntoColumnDataTypeSnafu { from: datatype }.fail()
            }
        });
@@ -341,7 +342,7 @@ pub fn push_vals(column: &mut Column, origin_count: usize, vector: VectorRef) {
            TimeUnit::Microsecond => values.duration_microsecond_values.push(val.value()),
            TimeUnit::Nanosecond => values.duration_nanosecond_values.push(val.value()),
        },
-        Value::List(_) => unreachable!(),
+        Value::List(_) | Value::Decimal128(_) => unreachable!(),
    });
    column.null_mask = null_mask.into_vec();
 }
@@ -522,7 +523,10 @@ pub fn pb_values_to_vector_ref(data_type: &ConcreteDataType, values: Values) ->
                values.duration_nanosecond_values,
            )),
        },
-        ConcreteDataType::Null(_) | ConcreteDataType::List(_) | ConcreteDataType::Dictionary(_) => {
+        ConcreteDataType::Null(_)
+        | ConcreteDataType::List(_)
+        | ConcreteDataType::Dictionary(_)
+        | ConcreteDataType::Decimal128(_) => {
            unreachable!()
        }
    }
@@ -692,7 +696,10 @@ pub fn pb_values_to_values(data_type: &ConcreteDataType, values: Values) -> Vec<
            .into_iter()
            .map(|v| Value::Duration(Duration::new_nanosecond(v)))
            .collect(),
-        ConcreteDataType::Null(_) | ConcreteDataType::List(_) | ConcreteDataType::Dictionary(_) => {
+        ConcreteDataType::Null(_)
+        | ConcreteDataType::List(_)
+        | ConcreteDataType::Dictionary(_)
+        | ConcreteDataType::Decimal128(_) => {
            unreachable!()
        }
    }
@@ -816,7 +823,7 @@ pub fn to_proto_value(value: Value) -> Option<v1::Value> {
                value_data: Some(ValueData::DurationNanosecondValue(v.value())),
            },
        },
-        Value::List(_) => return None,
+        Value::List(_) | Value::Decimal128(_) => return None,
    };

    Some(proto_value)
@@ -908,9 +915,10 @@ pub fn to_column_data_type(data_type: &ConcreteDataType) -> Option<ColumnDataTyp
            ColumnDataType::IntervalMonthDayNano
        }
        ConcreteDataType::Interval(IntervalType::DayTime(_)) => ColumnDataType::IntervalDayTime,
-        ConcreteDataType::Null(_) | ConcreteDataType::List(_) | ConcreteDataType::Dictionary(_) => {
-            return None
-        }
+        ConcreteDataType::Null(_)
+        | ConcreteDataType::List(_)
+        | ConcreteDataType::Dictionary(_)
+        | ConcreteDataType::Decimal128(_) => return None,
    };

    Some(column_data_type)
@@ -974,7 +982,7 @@ pub fn value_to_grpc_value(value: Value) -> GrpcValue {
                TimeUnit::Microsecond => ValueData::DurationMicrosecondValue(v.value()),
                TimeUnit::Nanosecond => ValueData::DurationNanosecondValue(v.value()),
            }),
-            Value::List(_) => unreachable!(),
+            Value::List(_) | Value::Decimal128(_) => unreachable!(),
        },
    }
 }
--- a/src/common/decimal/Cargo.toml
+++ b/src/common/decimal/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "decimal"
+name = "common-decimal"
 version.workspace = true
 edition.workspace = true
 license.workspace = true
--- a/src/common/decimal/src/decimal128.rs
+++ b/src/common/decimal/src/decimal128.rs
@@ -43,7 +43,7 @@ const BYTES_TO_OVERFLOW_RUST_DECIMAL: usize = 28;
 /// **precision**: the total number of digits in the number, it's range is \[1, 38\].
 ///
 /// **scale**: the number of digits to the right of the decimal point, it's range is \[0, precision\].
-#[derive(Debug, Default, Eq, Copy, Clone, Serialize, Deserialize)]
+#[derive(Debug, Eq, Copy, Clone, Serialize, Deserialize)]
 pub struct Decimal128 {
    value: i128,
    precision: u8,
@@ -51,8 +51,18 @@ pub struct Decimal128 {
 }

 impl Decimal128 {
-    /// Create a new Decimal128 from i128, precision and scale.
-    pub fn new_unchecked(value: i128, precision: u8, scale: i8) -> Self {
+    /// Create a new Decimal128 from i128, precision and scale without any validation.
+    pub fn new(value: i128, precision: u8, scale: i8) -> Self {
+        // debug assert precision and scale is valid
+        debug_assert!(
+            precision > 0 && precision <= DECIMAL128_MAX_PRECISION,
+            "precision should be in [1, {}]",
+            DECIMAL128_MAX_PRECISION
+        );
+        debug_assert!(
+            scale >= 0 && scale <= precision as i8,
+            "scale should be in [0, precision]"
+        );
        Self {
            value,
            precision,
@@ -60,6 +70,7 @@ impl Decimal128 {
        }
    }

+    /// Try new Decimal128 from i128, precision and scale with validation.
    pub fn try_new(value: i128, precision: u8, scale: i8) -> error::Result<Self> {
        // make sure the precision and scale is valid.
        valid_precision_and_scale(precision, scale)?;
@@ -70,6 +81,7 @@ impl Decimal128 {
        })
    }

+    /// Return underlying value without precision and scale
    pub fn val(&self) -> i128 {
        self.value
    }
@@ -90,6 +102,17 @@ impl Decimal128 {
    }
 }

+/// The default value of Decimal128 is 0, and its precision is 1 and scale is 0.
+impl Default for Decimal128 {
+    fn default() -> Self {
+        Self {
+            value: 0,
+            precision: 1,
+            scale: 0,
+        }
+    }
+}
+
 impl PartialEq for Decimal128 {
    fn eq(&self, other: &Self) -> bool {
        self.precision.eq(&other.precision)
@@ -270,7 +293,7 @@ mod tests {

    #[test]
    fn test_common_decimal128() {
-        let decimal = Decimal128::new_unchecked(123456789, 9, 3);
+        let decimal = Decimal128::new(123456789, 9, 3);
        assert_eq!(decimal.to_string(), "123456.789");

        let decimal = Decimal128::try_new(123456789, 9, 0);
--- a/src/common/decimal/src/lib.rs
+++ b/src/common/decimal/src/lib.rs
@@ -14,3 +14,5 @@

 pub mod decimal128;
 pub mod error;
+
+pub use decimal128::Decimal128;
--- a/src/common/grpc/src/select.rs
+++ b/src/common/grpc/src/select.rs
@@ -71,7 +71,8 @@ macro_rules! convert_arrow_array_to_grpc_vals {
                    return Ok(vals);
                },
            )+
-            ConcreteDataType::Null(_) | ConcreteDataType::List(_) | ConcreteDataType::Dictionary(_) => unreachable!("Should not send {:?} in gRPC", $data_type),
+            // TODO(QuenKar): support gRPC for Decimal128
+            ConcreteDataType::Null(_) | ConcreteDataType::List(_) | ConcreteDataType::Dictionary(_) | ConcreteDataType::Decimal128(_) => unreachable!("Should not send {:?} in gRPC", $data_type),
        }
    }};
 }
--- a/src/datatypes/Cargo.toml
+++ b/src/datatypes/Cargo.toml
@@ -13,6 +13,7 @@ arrow-array.workspace = true
 arrow-schema.workspace = true
 arrow.workspace = true
 common-base.workspace = true
+common-decimal.workspace = true
 common-error.workspace = true
 common-macro.workspace = true
 common-telemetry.workspace = true
@@ -23,6 +24,7 @@ num = "0.4"
 num-traits = "0.2"
 ordered-float = { version = "3.0", features = ["serde"] }
 paste = "1.0"
+rust_decimal = "1.32.0"
 serde.workspace = true
 serde_json = "1.0"
 snafu.workspace = true
--- a/src/datatypes/src/data_type.rs
+++ b/src/datatypes/src/data_type.rs
@@ -19,6 +19,8 @@ use arrow::compute::cast as arrow_array_cast;
 use arrow::datatypes::{
    DataType as ArrowDataType, IntervalUnit as ArrowIntervalUnit, TimeUnit as ArrowTimeUnit,
 };
+use arrow_schema::DECIMAL_DEFAULT_SCALE;
+use common_decimal::decimal128::DECIMAL128_MAX_PRECISION;
 use common_time::interval::IntervalUnit;
 use common_time::timestamp::TimeUnit;
 use paste::paste;
@@ -27,13 +29,13 @@ use serde::{Deserialize, Serialize};
 use crate::error::{self, Error, Result};
 use crate::type_id::LogicalTypeId;
 use crate::types::{
-    BinaryType, BooleanType, DateTimeType, DateType, DictionaryType, DurationMicrosecondType,
-    DurationMillisecondType, DurationNanosecondType, DurationSecondType, DurationType, Float32Type,
-    Float64Type, Int16Type, Int32Type, Int64Type, Int8Type, IntervalDayTimeType,
-    IntervalMonthDayNanoType, IntervalType, IntervalYearMonthType, ListType, NullType, StringType,
-    TimeMillisecondType, TimeType, TimestampMicrosecondType, TimestampMillisecondType,
-    TimestampNanosecondType, TimestampSecondType, TimestampType, UInt16Type, UInt32Type,
-    UInt64Type, UInt8Type,
+    BinaryType, BooleanType, DateTimeType, DateType, Decimal128Type, DictionaryType,
+    DurationMicrosecondType, DurationMillisecondType, DurationNanosecondType, DurationSecondType,
+    DurationType, Float32Type, Float64Type, Int16Type, Int32Type, Int64Type, Int8Type,
+    IntervalDayTimeType, IntervalMonthDayNanoType, IntervalType, IntervalYearMonthType, ListType,
+    NullType, StringType, TimeMillisecondType, TimeType, TimestampMicrosecondType,
+    TimestampMillisecondType, TimestampNanosecondType, TimestampSecondType, TimestampType,
+    UInt16Type, UInt32Type, UInt64Type, UInt8Type,
 };
 use crate::value::Value;
 use crate::vectors::MutableVector;
@@ -56,6 +58,9 @@ pub enum ConcreteDataType {
    Float32(Float32Type),
    Float64(Float64Type),

+    // Decimal128 type:
+    Decimal128(Decimal128Type),
+
    // String types:
    Binary(BinaryType),
    String(StringType),
@@ -102,6 +107,9 @@ impl fmt::Display for ConcreteDataType {
            ConcreteDataType::Dictionary(_) => write!(f, "Dictionary"),
            ConcreteDataType::Interval(_) => write!(f, "Interval"),
            ConcreteDataType::Duration(_) => write!(f, "Duration"),
+            ConcreteDataType::Decimal128(d) => {
+                write!(f, "Decimal128({},{})", d.precision(), d.scale())
+            }
        }
    }
 }
@@ -150,6 +158,7 @@ impl ConcreteDataType {
                | ConcreteDataType::Time(_)
                | ConcreteDataType::Interval(_)
                | ConcreteDataType::Duration(_)
+                | ConcreteDataType::Decimal128(_)
        )
    }

@@ -183,6 +192,10 @@ impl ConcreteDataType {
        matches!(self, ConcreteDataType::Timestamp(_))
    }

+    pub fn is_decimal(&self) -> bool {
+        matches!(self, ConcreteDataType::Decimal128(_))
+    }
+
    pub fn numerics() -> Vec<ConcreteDataType> {
        vec![
            ConcreteDataType::int8_datatype(),
@@ -235,6 +248,13 @@ impl ConcreteDataType {
        }
    }

+    pub fn as_decimal128(&self) -> Option<Decimal128Type> {
+        match self {
+            ConcreteDataType::Decimal128(d) => Some(*d),
+            _ => None,
+        }
+    }
+
    /// Checks if the data type can cast to another data type.
    pub fn can_arrow_type_cast_to(&self, to_type: &ConcreteDataType) -> bool {
        let array = arrow_array::new_empty_array(&self.as_arrow_type());
@@ -292,6 +312,9 @@ impl TryFrom<&ArrowDataType> for ConcreteDataType {
            ArrowDataType::Duration(u) => {
                ConcreteDataType::Duration(DurationType::from_unit(u.into()))
            }
+            ArrowDataType::Decimal128(precision, scale) => {
+                ConcreteDataType::decimal128_datatype(*precision, *scale)
+            }
            _ => {
                return error::UnsupportedArrowTypeSnafu {
                    arrow_type: dt.clone(),
@@ -454,6 +477,14 @@ impl ConcreteDataType {
    ) -> ConcreteDataType {
        ConcreteDataType::Dictionary(DictionaryType::new(key_type, value_type))
    }
+
+    pub fn decimal128_datatype(precision: u8, scale: i8) -> ConcreteDataType {
+        ConcreteDataType::Decimal128(Decimal128Type::new(precision, scale))
+    }
+
+    pub fn decimal128_default_datatype() -> ConcreteDataType {
+        Self::decimal128_datatype(DECIMAL128_MAX_PRECISION, DECIMAL_DEFAULT_SCALE)
+    }
 }

 /// Data type abstraction.
@@ -613,6 +644,14 @@ mod tests {
        assert!(ConcreteDataType::boolean_datatype().is_boolean());
    }

+    #[test]
+    fn test_is_decimal() {
+        assert!(!ConcreteDataType::int32_datatype().is_decimal());
+        assert!(!ConcreteDataType::float32_datatype().is_decimal());
+        assert!(ConcreteDataType::decimal128_datatype(10, 2).is_decimal());
+        assert!(ConcreteDataType::decimal128_datatype(18, 6).is_decimal());
+    }
+
    #[test]
    fn test_is_stringifiable() {
        assert!(!ConcreteDataType::int32_datatype().is_stringifiable());
@@ -670,6 +709,8 @@ mod tests {

        assert!(!ConcreteDataType::float32_datatype().is_signed());
        assert!(!ConcreteDataType::float64_datatype().is_signed());
+
+        assert!(ConcreteDataType::decimal128_datatype(10, 2).is_signed());
    }

    #[test]
@@ -695,6 +736,7 @@ mod tests {
        assert!(!ConcreteDataType::duration_millisecond_datatype().is_unsigned());
        assert!(!ConcreteDataType::duration_microsecond_datatype().is_unsigned());
        assert!(!ConcreteDataType::duration_nanosecond_datatype().is_unsigned());
+        assert!(!ConcreteDataType::decimal128_datatype(10, 2).is_unsigned());

        assert!(ConcreteDataType::uint8_datatype().is_unsigned());
        assert!(ConcreteDataType::uint16_datatype().is_unsigned());
@@ -808,5 +850,9 @@ mod tests {
            ConcreteDataType::duration_second_datatype().to_string(),
            "Duration"
        );
+        assert_eq!(
+            ConcreteDataType::decimal128_datatype(10, 2).to_string(),
+            "Decimal128(10,2)"
+        );
    }
 }
--- a/src/datatypes/src/error.rs
+++ b/src/datatypes/src/error.rs
@@ -122,6 +122,23 @@ pub enum Error {

    #[snafu(display("Failed to unpack value to given type: {}", reason))]
    TryFromValue { reason: String, location: Location },
+
+    #[snafu(display("Failed to specify the precision {} and scale {}", precision, scale))]
+    InvalidPrecisionOrScale {
+        precision: u8,
+        scale: i8,
+        #[snafu(source)]
+        error: arrow::error::ArrowError,
+        location: Location,
+    },
+
+    #[snafu(display("Value exceeds the precision {} bound", precision))]
+    ValueExceedsPrecision {
+        precision: u8,
+        #[snafu(source)]
+        error: arrow::error::ArrowError,
+        location: Location,
+    },
 }

 impl ErrorExt for Error {
--- a/src/datatypes/src/scalars.rs
+++ b/src/datatypes/src/scalars.rs
@@ -14,6 +14,7 @@

 use std::any::Any;

+use common_decimal::Decimal128;
 use common_time::{Date, DateTime};

 use crate::types::{
@@ -22,8 +23,8 @@ use crate::types::{
 };
 use crate::value::{ListValue, ListValueRef, Value};
 use crate::vectors::{
-    BinaryVector, BooleanVector, DateTimeVector, DateVector, ListVector, MutableVector,
-    PrimitiveVector, StringVector, Vector,
+    BinaryVector, BooleanVector, DateTimeVector, DateVector, Decimal128Vector, ListVector,
+    MutableVector, PrimitiveVector, StringVector, Vector,
 };

 fn get_iter_capacity<T, I: Iterator<Item = T>>(iter: &I) -> usize {
@@ -277,6 +278,27 @@ impl<'a> ScalarRef<'a> for Date {
    }
 }

+impl Scalar for Decimal128 {
+    type VectorType = Decimal128Vector;
+    type RefType<'a> = Decimal128;
+
+    fn as_scalar_ref(&self) -> Self::RefType<'_> {
+        *self
+    }
+
+    fn upcast_gat<'short, 'long: 'short>(long: Self::RefType<'long>) -> Self::RefType<'short> {
+        long
+    }
+}
+
+impl<'a> ScalarRef<'a> for Decimal128 {
+    type ScalarType = Decimal128;
+
+    fn to_owned_scalar(&self) -> Self::ScalarType {
+        *self
+    }
+}
+
 impl Scalar for DateTime {
    type VectorType = DateTimeVector;
    type RefType<'a> = DateTime;
@@ -396,6 +418,13 @@ mod tests {
        assert_eq!(date, date.to_owned_scalar());
    }

+    #[test]
+    fn test_decimal_scalar() {
+        let decimal = Decimal128::new(1, 1, 1);
+        assert_eq!(decimal, decimal.as_scalar_ref());
+        assert_eq!(decimal, decimal.to_owned_scalar());
+    }
+
    #[test]
    fn test_datetime_scalar() {
        let dt = DateTime::new(123);
--- a/src/datatypes/src/type_id.rs
+++ b/src/datatypes/src/type_id.rs
@@ -30,6 +30,8 @@ pub enum LogicalTypeId {
    Float32,
    Float64,

+    Decimal128,
+
    // String types:
    String,
    Binary,
@@ -123,6 +125,7 @@ impl LogicalTypeId {
            LogicalTypeId::DurationMillisecond => ConcreteDataType::duration_millisecond_datatype(),
            LogicalTypeId::DurationMicrosecond => ConcreteDataType::duration_microsecond_datatype(),
            LogicalTypeId::DurationNanosecond => ConcreteDataType::duration_nanosecond_datatype(),
+            LogicalTypeId::Decimal128 => ConcreteDataType::decimal128_default_datatype(),
        }
    }
 }
--- a/src/datatypes/src/types.rs
+++ b/src/datatypes/src/types.rs
@@ -17,6 +17,7 @@ mod boolean_type;
 pub mod cast;
 mod date_type;
 mod datetime_type;
+mod decimal_type;
 mod dictionary_type;
 mod duration_type;
 mod interval_type;
@@ -29,9 +30,10 @@ mod timestamp_type;

 pub use binary_type::BinaryType;
 pub use boolean_type::BooleanType;
-pub use cast::cast_with_opt;
+pub use cast::{cast, cast_with_opt};
 pub use date_type::DateType;
 pub use datetime_type::DateTimeType;
+pub use decimal_type::Decimal128Type;
 pub use dictionary_type::DictionaryType;
 pub use duration_type::{
    DurationMicrosecondType, DurationMillisecondType, DurationNanosecondType, DurationSecondType,
--- a/src/datatypes/src/types/cast.rs
+++ b/src/datatypes/src/types/cast.rs
@@ -16,6 +16,21 @@ use crate::data_type::{ConcreteDataType, DataType};
 use crate::error::{self, Error, Result};
 use crate::types::TimeType;
 use crate::value::Value;
+use crate::vectors::Helper;
+
+/// Used to cast the value to dest ConcreteDataType temporarily.
+/// To keep the same behavior as arrow-rs.
+pub fn cast(src_value: Value, dest_type: &ConcreteDataType) -> Result<Value> {
+    if src_value == Value::Null {
+        return Ok(Value::Null);
+    }
+    let src_type = src_value.data_type();
+    let scalar_value = src_value.try_to_scalar_value(&src_type)?;
+    let new_value = Helper::try_from_scalar_value(scalar_value, 1)?
+        .cast(dest_type)?
+        .get(0);
+    Ok(new_value)
+}

 /// Cast options for cast functions.
 #[derive(Debug, Default, Clone, PartialEq, Eq, Hash)]
--- a/src/datatypes/src/types/decimal_type.rs
+++ b/src/datatypes/src/types/decimal_type.rs
@@ -0,0 +1,75 @@
+// Copyright 2023 Greptime Team
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use arrow_schema::DataType as ArrowDataType;
+use common_decimal::Decimal128;
+use serde::{Deserialize, Serialize};
+
+use crate::prelude::{DataType, ScalarVectorBuilder};
+use crate::type_id::LogicalTypeId;
+use crate::value::Value;
+use crate::vectors::{Decimal128VectorBuilder, MutableVector};
+
+/// Decimal type with precision and scale information.
+#[derive(
+    Debug, Default, Copy, Clone, PartialEq, Eq, Hash, PartialOrd, Ord, Serialize, Deserialize,
+)]
+pub struct Decimal128Type {
+    precision: u8,
+    scale: i8,
+}
+
+impl Decimal128Type {
+    pub fn new(precision: u8, scale: i8) -> Self {
+        Self { precision, scale }
+    }
+
+    pub fn precision(&self) -> u8 {
+        self.precision
+    }
+
+    pub fn scale(&self) -> i8 {
+        self.scale
+    }
+}
+
+impl DataType for Decimal128Type {
+    fn name(&self) -> &str {
+        "decimal128"
+    }
+
+    fn logical_type_id(&self) -> LogicalTypeId {
+        LogicalTypeId::Decimal128
+    }
+
+    fn default_value(&self) -> Value {
+        Value::Decimal128(Decimal128::default())
+    }
+
+    fn as_arrow_type(&self) -> ArrowDataType {
+        ArrowDataType::Decimal128(self.precision, self.scale)
+    }
+
+    fn create_mutable_vector(&self, capacity: usize) -> Box<dyn MutableVector> {
+        Box::new(Decimal128VectorBuilder::with_capacity(capacity))
+    }
+
+    fn try_cast(&self, val: Value) -> Option<Value> {
+        match val {
+            Value::Null => Some(Value::Null),
+            Value::Decimal128(_) => Some(val),
+            _ => None,
+        }
+    }
+}
--- a/src/datatypes/src/types/string_type.rs
+++ b/src/datatypes/src/types/string_type.rs
@@ -80,6 +80,7 @@ impl DataType for StringType {
            Value::Time(v) => Some(Value::String(StringBytes::from(v.to_iso8601_string()))),
            Value::Interval(v) => Some(Value::String(StringBytes::from(v.to_iso8601_string()))),
            Value::Duration(v) => Some(Value::String(StringBytes::from(v.to_string()))),
+            Value::Decimal128(v) => Some(Value::String(StringBytes::from(v.to_string()))),

            // StringBytes is only support for utf-8, Value::Binary is not allowed.
            Value::Binary(_) | Value::List(_) => None,
--- a/src/datatypes/src/value.rs
+++ b/src/datatypes/src/value.rs
@@ -19,6 +19,7 @@ use std::sync::Arc;

 use arrow::datatypes::{DataType as ArrowDataType, Field};
 use common_base::bytes::{Bytes, StringBytes};
+use common_decimal::Decimal128;
 use common_telemetry::logging;
 use common_time::date::Date;
 use common_time::datetime::DateTime;
@@ -61,6 +62,9 @@ pub enum Value {
    Float32(OrderedF32),
    Float64(OrderedF64),

+    // Decimal type:
+    Decimal128(Decimal128),
+
    // String types:
    String(StringBytes),
    Binary(Bytes),
@@ -116,6 +120,7 @@ impl Display for Value {
                    .join(", ");
                write!(f, "{}[{}]", v.datatype.name(), items)
            }
+            Value::Decimal128(v) => write!(f, "{}", v),
        }
    }
 }
@@ -148,6 +153,7 @@ impl Value {
            Value::Interval(v) => ConcreteDataType::interval_datatype(v.unit()),
            Value::List(list) => ConcreteDataType::list_datatype(list.datatype().clone()),
            Value::Duration(d) => ConcreteDataType::duration_datatype(d.unit()),
+            Value::Decimal128(d) => ConcreteDataType::decimal128_datatype(d.precision(), d.scale()),
        }
    }

@@ -192,6 +198,7 @@ impl Value {
            Value::Time(v) => ValueRef::Time(*v),
            Value::Interval(v) => ValueRef::Interval(*v),
            Value::Duration(v) => ValueRef::Duration(*v),
+            Value::Decimal128(v) => ValueRef::Decimal128(*v),
        }
    }

@@ -271,6 +278,7 @@ impl Value {
                TimeUnit::Microsecond => LogicalTypeId::DurationMicrosecond,
                TimeUnit::Nanosecond => LogicalTypeId::DurationNanosecond,
            },
+            Value::Decimal128(_) => LogicalTypeId::Decimal128,
        }
    }

@@ -318,6 +326,10 @@ impl Value {
                IntervalUnit::MonthDayNano => ScalarValue::IntervalMonthDayNano(Some(v.to_i128())),
            },
            Value::Duration(d) => duration_to_scalar_value(d.unit(), Some(d.value())),
+            Value::Decimal128(d) => {
+                let (v, p, s) = d.to_scalar_value();
+                ScalarValue::Decimal128(v, p, s)
+            }
        };

        Ok(scalar_value)
@@ -357,6 +369,7 @@ pub fn to_null_scalar_value(output_type: &ConcreteDataType) -> Result<ScalarValu
        ),
        ConcreteDataType::Time(t) => time_to_scalar_value(t.unit(), None)?,
        ConcreteDataType::Duration(d) => duration_to_scalar_value(d.unit(), None),
+        ConcreteDataType::Decimal128(d) => ScalarValue::Decimal128(None, d.precision(), d.scale()),
    })
 }

@@ -533,6 +546,8 @@ impl_try_from_value!(Time, Time);
 impl_try_from_value!(DateTime, DateTime);
 impl_try_from_value!(Timestamp, Timestamp);
 impl_try_from_value!(Interval, Interval);
+impl_try_from_value!(Duration, Duration);
+impl_try_from_value!(Decimal128, Decimal128);

 macro_rules! impl_value_from {
    ($Variant: ident, $Type: ident) => {
@@ -575,6 +590,7 @@ impl_value_from!(Timestamp, Timestamp);
 impl_value_from!(Interval, Interval);
 impl_value_from!(Duration, Duration);
 impl_value_from!(String, String);
+impl_value_from!(Decimal128, Decimal128);

 impl From<&str> for Value {
    fn from(string: &str) -> Value {
@@ -620,6 +636,7 @@ impl TryFrom<Value> for serde_json::Value {
            Value::Time(v) => serde_json::to_value(v.value())?,
            Value::Interval(v) => serde_json::to_value(v.to_i128())?,
            Value::Duration(v) => serde_json::to_value(v.value())?,
+            Value::Decimal128(v) => serde_json::to_value(v.to_string())?,
        };

        Ok(json_value)
@@ -840,6 +857,7 @@ impl From<ValueRef<'_>> for Value {
            ValueRef::Interval(v) => Value::Interval(v),
            ValueRef::Duration(v) => Value::Duration(v),
            ValueRef::List(v) => v.to_value(),
+            ValueRef::Decimal128(v) => Value::Decimal128(v),
        }
    }
 }
@@ -862,6 +880,9 @@ pub enum ValueRef<'a> {
    Float32(OrderedF32),
    Float64(OrderedF64),

+    // Decimal type:
+    Decimal128(Decimal128),
+
    // String types:
    String(&'a str),
    Binary(&'a [u8]),
@@ -1003,6 +1024,11 @@ impl<'a> ValueRef<'a> {
    pub fn as_list(&self) -> Result<Option<ListValueRef>> {
        impl_as_for_value_ref!(self, List)
    }
+
+    /// Cast itself to [Decimal128].
+    pub fn as_decimal128(&self) -> Result<Option<Decimal128>> {
+        impl_as_for_value_ref!(self, Decimal128)
+    }
 }

 impl<'a> PartialOrd for ValueRef<'a> {
@@ -1053,6 +1079,7 @@ impl_value_ref_from!(Timestamp, Timestamp);
 impl_value_ref_from!(Time, Time);
 impl_value_ref_from!(Interval, Interval);
 impl_value_ref_from!(Duration, Duration);
+impl_value_ref_from!(Decimal128, Decimal128);

 impl<'a> From<&'a str> for ValueRef<'a> {
    fn from(string: &'a str) -> ValueRef<'a> {
@@ -1143,6 +1170,7 @@ impl<'a> ValueRef<'a> {
            ValueRef::Time(_) => 16,
            ValueRef::Duration(_) => 16,
            ValueRef::Interval(_) => 24,
+            ValueRef::Decimal128(_) => 32,
            ValueRef::List(v) => match v {
                ListValueRef::Indexed { vector, .. } => vector.memory_size() / vector.len(),
                ListValueRef::Ref { val } => val.estimated_size(),
@@ -2227,8 +2255,6 @@ mod tests {

    #[test]
    fn test_value_ref_estimated_size() {
-        assert_eq!(std::mem::size_of::<ValueRef>(), 24);
-
        check_value_ref_size_eq(&ValueRef::Boolean(true), 1);
        check_value_ref_size_eq(&ValueRef::UInt8(1), 1);
        check_value_ref_size_eq(&ValueRef::UInt16(1), 2);
@@ -2304,6 +2330,7 @@ mod tests {
                idx: 2,
            }),
            85,
-        )
+        );
+        check_value_ref_size_eq(&ValueRef::Decimal128(Decimal128::new(1234, 3, 1)), 32)
    }
 }
--- a/src/datatypes/src/vectors.rs
+++ b/src/datatypes/src/vectors.rs
@@ -30,6 +30,7 @@ mod boolean;
 mod constant;
 mod date;
 mod datetime;
+mod decimal;
 mod duration;
 mod eq;
 mod helper;
@@ -48,6 +49,7 @@ pub use boolean::{BooleanVector, BooleanVectorBuilder};
 pub use constant::ConstantVector;
 pub use date::{DateVector, DateVectorBuilder};
 pub use datetime::{DateTimeVector, DateTimeVectorBuilder};
+pub use decimal::{Decimal128Vector, Decimal128VectorBuilder};
 pub use duration::{
    DurationMicrosecondVector, DurationMicrosecondVectorBuilder, DurationMillisecondVector,
    DurationMillisecondVectorBuilder, DurationNanosecondVector, DurationNanosecondVectorBuilder,
--- a/src/datatypes/src/vectors/decimal.rs
+++ b/src/datatypes/src/vectors/decimal.rs
@@ -0,0 +1,521 @@
+// Copyright 2023 Greptime Team
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::any::Any;
+use std::fmt::Debug;
+use std::sync::Arc;
+
+use arrow_array::builder::{ArrayBuilder, Decimal128Builder};
+use arrow_array::iterator::ArrayIter;
+use arrow_array::{Array, ArrayRef, Decimal128Array};
+use common_decimal::decimal128::{DECIMAL128_DEFAULT_SCALE, DECIMAL128_MAX_PRECISION};
+use common_decimal::Decimal128;
+use snafu::{OptionExt, ResultExt};
+
+use super::{MutableVector, Validity, Vector, VectorRef};
+use crate::arrow::datatypes::DataType as ArrowDataType;
+use crate::data_type::ConcreteDataType;
+use crate::error::{
+    self, CastTypeSnafu, InvalidPrecisionOrScaleSnafu, Result, ValueExceedsPrecisionSnafu,
+};
+use crate::prelude::{ScalarVector, ScalarVectorBuilder};
+use crate::serialize::Serializable;
+use crate::value::{Value, ValueRef};
+use crate::vectors;
+
+/// Decimal128Vector is a vector keep i128 values with precision and scale.
+#[derive(Debug, PartialEq)]
+pub struct Decimal128Vector {
+    array: Decimal128Array,
+}
+
+impl Decimal128Vector {
+    /// New a Decimal128Vector from Arrow Decimal128Array
+    pub fn new(array: Decimal128Array) -> Self {
+        Self { array }
+    }
+
+    /// Construct Vector from i128 values
+    pub fn from_values<I: IntoIterator<Item = i128>>(iter: I) -> Self {
+        Self {
+            array: Decimal128Array::from_iter_values(iter),
+        }
+    }
+
+    /// Construct Vector from i128 values slice
+    pub fn from_slice<P: AsRef<[i128]>>(slice: P) -> Self {
+        let iter = slice.as_ref().iter().copied();
+        Self {
+            array: Decimal128Array::from_iter_values(iter),
+        }
+    }
+
+    /// Construct Vector from Wrapper(Decimal128) values slice
+    pub fn from_wrapper_slice<P: AsRef<[Decimal128]>>(slice: P) -> Self {
+        let iter = slice.as_ref().iter().copied().map(|v| v.val());
+        Self {
+            array: Decimal128Array::from_iter_values(iter),
+        }
+    }
+
+    /// Get decimal128 value from vector by offset and length.
+    pub fn get_slice(&self, offset: usize, length: usize) -> Self {
+        let array = self.array.slice(offset, length);
+        Self { array }
+    }
+
+    /// Returns a Decimal vector with the same data as self, with the
+    /// specified precision and scale(should in Decimal128 range),
+    /// and return error if value is out of precision bound.
+    ///
+    ///
+    /// For example:
+    /// value = 12345, precision = 3, return error.
+    pub fn with_precision_and_scale(self, precision: u8, scale: i8) -> Result<Self> {
+        // validate if precision is too small
+        self.validate_decimal_precision(precision)?;
+        let array = self
+            .array
+            .with_precision_and_scale(precision, scale)
+            .context(InvalidPrecisionOrScaleSnafu { precision, scale })?;
+        Ok(Self { array })
+    }
+
+    /// Returns a Decimal vector with the same data as self, with the
+    /// specified precision and scale(should in Decimal128 range),
+    /// and return null if value is out of precision bound.
+    ///
+    /// For example:
+    /// value = 12345, precision = 3, the value will be casted to null.
+    pub fn with_precision_and_scale_to_null(self, precision: u8, scale: i8) -> Result<Self> {
+        self.null_if_overflow_precision(precision)
+            .with_precision_and_scale(precision, scale)
+    }
+
+    /// Return decimal value as string
+    pub fn value_as_string(&self, idx: usize) -> String {
+        self.array.value_as_string(idx)
+    }
+
+    /// Return decimal128 vector precision
+    pub fn precision(&self) -> u8 {
+        self.array.precision()
+    }
+
+    /// Return decimal128 vector scale
+    pub fn scale(&self) -> i8 {
+        self.array.scale()
+    }
+
+    /// Return decimal128 vector inner array
+    pub(crate) fn as_arrow(&self) -> &dyn Array {
+        &self.array
+    }
+
+    /// Validate decimal precision, if precision is invalid, return error.
+    fn validate_decimal_precision(&self, precision: u8) -> Result<()> {
+        self.array
+            .validate_decimal_precision(precision)
+            .context(ValueExceedsPrecisionSnafu { precision })
+    }
+
+    /// Values that exceed the precision bounds will be casted to Null.
+    fn null_if_overflow_precision(&self, precision: u8) -> Self {
+        Self {
+            array: self.array.null_if_overflow_precision(precision),
+        }
+    }
+
+    /// Get decimal128 Value from array by index.
+    fn get_decimal128_value_from_array(&self, index: usize) -> Option<Decimal128> {
+        if self.array.is_valid(index) {
+            // Safety: The index have been checked by `is_valid()`.
+            let value = unsafe { self.array.value_unchecked(index) };
+            // Safety: The precision and scale have been checked by Vector.
+            Some(Decimal128::new(value, self.precision(), self.scale()))
+        } else {
+            None
+        }
+    }
+}
+
+impl Vector for Decimal128Vector {
+    fn data_type(&self) -> ConcreteDataType {
+        if let ArrowDataType::Decimal128(p, s) = self.array.data_type() {
+            ConcreteDataType::decimal128_datatype(*p, *s)
+        } else {
+            ConcreteDataType::decimal128_default_datatype()
+        }
+    }
+
+    fn vector_type_name(&self) -> String {
+        "Decimal128Vector".to_string()
+    }
+
+    fn as_any(&self) -> &dyn Any {
+        self
+    }
+
+    fn len(&self) -> usize {
+        self.array.len()
+    }
+
+    fn to_arrow_array(&self) -> ArrayRef {
+        Arc::new(self.array.clone())
+    }
+
+    fn to_boxed_arrow_array(&self) -> Box<dyn Array> {
+        Box::new(self.array.clone())
+    }
+
+    fn validity(&self) -> Validity {
+        vectors::impl_validity_for_vector!(self.array)
+    }
+
+    fn memory_size(&self) -> usize {
+        self.array.get_buffer_memory_size()
+    }
+
+    fn null_count(&self) -> usize {
+        self.array.null_count()
+    }
+
+    fn is_null(&self, row: usize) -> bool {
+        self.array.is_null(row)
+    }
+
+    fn slice(&self, offset: usize, length: usize) -> VectorRef {
+        let array = self.array.slice(offset, length);
+        Arc::new(Self { array })
+    }
+
+    fn get(&self, index: usize) -> Value {
+        if let Some(decimal) = self.get_decimal128_value_from_array(index) {
+            Value::Decimal128(decimal)
+        } else {
+            Value::Null
+        }
+    }
+
+    fn get_ref(&self, index: usize) -> ValueRef {
+        if let Some(decimal) = self.get_decimal128_value_from_array(index) {
+            ValueRef::Decimal128(decimal)
+        } else {
+            ValueRef::Null
+        }
+    }
+}
+
+impl From<Decimal128Array> for Decimal128Vector {
+    fn from(array: Decimal128Array) -> Self {
+        Self { array }
+    }
+}
+
+impl From<Vec<Option<i128>>> for Decimal128Vector {
+    fn from(vec: Vec<Option<i128>>) -> Self {
+        let array = Decimal128Array::from_iter(vec);
+        Self { array }
+    }
+}
+
+impl Serializable for Decimal128Vector {
+    fn serialize_to_json(&self) -> Result<Vec<serde_json::Value>> {
+        self.iter_data()
+            .map(|v| match v {
+                None => Ok(serde_json::Value::Null), // if decimal vector not present, map to NULL
+                Some(d) => serde_json::to_value(d),
+            })
+            .collect::<serde_json::Result<_>>()
+            .context(error::SerializeSnafu)
+    }
+}
+
+pub struct Decimal128Iter<'a> {
+    precision: u8,
+    scale: i8,
+    iter: ArrayIter<&'a Decimal128Array>,
+}
+
+impl<'a> Iterator for Decimal128Iter<'a> {
+    type Item = Option<Decimal128>;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        Some(
+            self.iter
+                .next()
+                .and_then(|v| v.map(|v| Decimal128::new(v, self.precision, self.scale))),
+        )
+    }
+
+    fn size_hint(&self) -> (usize, Option<usize>) {
+        self.iter.size_hint()
+    }
+}
+
+impl ScalarVector for Decimal128Vector {
+    type OwnedItem = Decimal128;
+
+    type RefItem<'a> = Decimal128;
+
+    type Iter<'a> = Decimal128Iter<'a>;
+
+    type Builder = Decimal128VectorBuilder;
+
+    fn get_data(&self, idx: usize) -> Option<Self::RefItem<'_>> {
+        self.get_decimal128_value_from_array(idx)
+    }
+
+    fn iter_data(&self) -> Self::Iter<'_> {
+        Self::Iter {
+            precision: self.precision(),
+            scale: self.scale(),
+            iter: self.array.iter(),
+        }
+    }
+}
+
+pub struct Decimal128VectorBuilder {
+    precision: u8,
+    scale: i8,
+    mutable_array: Decimal128Builder,
+}
+
+impl MutableVector for Decimal128VectorBuilder {
+    fn data_type(&self) -> ConcreteDataType {
+        ConcreteDataType::decimal128_datatype(self.precision, self.scale)
+    }
+
+    fn len(&self) -> usize {
+        self.mutable_array.len()
+    }
+
+    fn as_any(&self) -> &dyn Any {
+        self
+    }
+
+    fn as_mut_any(&mut self) -> &mut dyn Any {
+        self
+    }
+
+    fn to_vector(&mut self) -> VectorRef {
+        Arc::new(self.finish())
+    }
+
+    fn try_push_value_ref(&mut self, value: ValueRef) -> Result<()> {
+        let decimal_val = value.as_decimal128()?.map(|v| v.val());
+        self.mutable_array.append_option(decimal_val);
+        Ok(())
+    }
+
+    fn push_null(&mut self) {
+        self.mutable_array.append_null();
+    }
+
+    fn extend_slice_of(&mut self, vector: &dyn Vector, offset: usize, length: usize) -> Result<()> {
+        let decimal_vector =
+            vector
+                .as_any()
+                .downcast_ref::<Decimal128Vector>()
+                .context(CastTypeSnafu {
+                    msg: format!(
+                        "Failed to cast vector from {} to Decimal128Vector",
+                        vector.vector_type_name(),
+                    ),
+                })?;
+        let slice = decimal_vector.get_slice(offset, length);
+        self.mutable_array
+            .extend(slice.iter_data().map(|v| v.map(|d| d.val())));
+        Ok(())
+    }
+}
+
+impl ScalarVectorBuilder for Decimal128VectorBuilder {
+    type VectorType = Decimal128Vector;
+
+    fn with_capacity(capacity: usize) -> Self {
+        Self {
+            precision: DECIMAL128_MAX_PRECISION,
+            scale: DECIMAL128_DEFAULT_SCALE,
+            mutable_array: Decimal128Builder::with_capacity(capacity),
+        }
+    }
+
+    fn push(&mut self, value: Option<<Self::VectorType as ScalarVector>::RefItem<'_>>) {
+        self.mutable_array.append_option(value.map(|v| v.val()));
+    }
+
+    fn finish(&mut self) -> Self::VectorType {
+        Decimal128Vector {
+            array: self.mutable_array.finish(),
+        }
+    }
+}
+
+impl Decimal128VectorBuilder {
+    /// Change the precision and scale of the Decimal128VectorBuilder.
+    pub fn with_precision_and_scale(self, precision: u8, scale: i8) -> Result<Self> {
+        let mutable_array = self
+            .mutable_array
+            .with_precision_and_scale(precision, scale)
+            .context(InvalidPrecisionOrScaleSnafu { precision, scale })?;
+        Ok(Self {
+            precision,
+            scale,
+            mutable_array,
+        })
+    }
+}
+
+vectors::impl_try_from_arrow_array_for_vector!(Decimal128Array, Decimal128Vector);
+
+#[cfg(test)]
+pub mod tests {
+    use arrow_array::Decimal128Array;
+    use common_decimal::Decimal128;
+
+    use super::*;
+    use crate::vectors::operations::VectorOp;
+    use crate::vectors::Int8Vector;
+
+    #[test]
+    fn test_from_arrow_decimal128_array() {
+        let decimal_array = Decimal128Array::from(vec![Some(123), Some(456)]);
+        let decimal_vector = Decimal128Vector::from(decimal_array);
+        let expect = Decimal128Vector::from_values(vec![123, 456]);
+
+        assert_eq!(decimal_vector, expect);
+    }
+
+    #[test]
+    fn test_from_slice() {
+        let decimal_vector = Decimal128Vector::from_slice([123, 456]);
+        let decimal_vector2 = Decimal128Vector::from_wrapper_slice([
+            Decimal128::new(123, 10, 2),
+            Decimal128::new(456, 10, 2),
+        ]);
+        let expect = Decimal128Vector::from_values(vec![123, 456]);
+
+        assert_eq!(decimal_vector, expect);
+        assert_eq!(decimal_vector2, expect);
+    }
+
+    #[test]
+    fn test_decimal128_vector_slice() {
+        let data = vec![100, 200, 300];
+        // create a decimal vector
+        let decimal_vector = Decimal128Vector::from_values(data.clone())
+            .with_precision_and_scale(10, 2)
+            .unwrap();
+        let decimal_vector2 = decimal_vector.slice(1, 2);
+        assert_eq!(decimal_vector2.len(), 2);
+        assert_eq!(
+            decimal_vector2.get(0),
+            Value::Decimal128(Decimal128::new(200, 10, 2))
+        );
+        assert_eq!(
+            decimal_vector2.get(1),
+            Value::Decimal128(Decimal128::new(300, 10, 2))
+        );
+    }
+
+    #[test]
+    fn test_decimal128_vector_basic() {
+        let data = vec![100, 200, 300];
+        // create a decimal vector
+        let decimal_vector = Decimal128Vector::from_values(data.clone())
+            .with_precision_and_scale(10, 2)
+            .unwrap();
+
+        // can use value_of_string(idx) get a decimal string
+        assert_eq!(decimal_vector.value_as_string(0), "1.00");
+
+        // iterator for-loop
+        for i in 0..data.len() {
+            assert_eq!(
+                decimal_vector.get_data(i),
+                Some(Decimal128::new((i + 1) as i128 * 100, 10, 2))
+            );
+            assert_eq!(
+                decimal_vector.get(i),
+                Value::Decimal128(Decimal128::new((i + 1) as i128 * 100, 10, 2))
+            );
+            assert_eq!(
+                decimal_vector.get_ref(i),
+                ValueRef::Decimal128(Decimal128::new((i + 1) as i128 * 100, 10, 2))
+            );
+        }
+
+        // directly convert vector with precision = 2 and scale = 1,
+        // then all of value will be null because of precision.
+        let decimal_vector = decimal_vector
+            .with_precision_and_scale_to_null(2, 1)
+            .unwrap();
+        assert_eq!(decimal_vector.len(), 3);
+        assert!(decimal_vector.is_null(0));
+        assert!(decimal_vector.is_null(1));
+        assert!(decimal_vector.is_null(2));
+    }
+
+    #[test]
+    fn test_decimal128_vector_builder() {
+        let mut decimal_builder = Decimal128VectorBuilder::with_capacity(3)
+            .with_precision_and_scale(10, 2)
+            .unwrap();
+        decimal_builder.push(Some(Decimal128::new(100, 10, 2)));
+        decimal_builder.push(Some(Decimal128::new(200, 10, 2)));
+        decimal_builder.push(Some(Decimal128::new(300, 10, 2)));
+        let decimal_vector = decimal_builder.finish();
+        assert_eq!(decimal_vector.len(), 3);
+        assert_eq!(decimal_vector.precision(), 10);
+        assert_eq!(decimal_vector.scale(), 2);
+        assert_eq!(
+            decimal_vector.get(0),
+            Value::Decimal128(Decimal128::new(100, 10, 2))
+        );
+        assert_eq!(
+            decimal_vector.get(1),
+            Value::Decimal128(Decimal128::new(200, 10, 2))
+        );
+        assert_eq!(
+            decimal_vector.get(2),
+            Value::Decimal128(Decimal128::new(300, 10, 2))
+        );
+
+        // push value error
+        let mut decimal_builder = Decimal128VectorBuilder::with_capacity(3);
+        decimal_builder.push(Some(Decimal128::new(123, 38, 10)));
+        decimal_builder.push(Some(Decimal128::new(1234, 38, 10)));
+        decimal_builder.push(Some(Decimal128::new(12345, 38, 10)));
+        let decimal_vector = decimal_builder.finish();
+        assert_eq!(decimal_vector.precision(), 38);
+        assert_eq!(decimal_vector.scale(), 10);
+        let result = decimal_vector.with_precision_and_scale(3, 2);
+        assert_eq!(
+            "Value exceeds the precision 3 bound",
+            result.unwrap_err().to_string()
+        );
+    }
+
+    #[test]
+    fn test_cast_to_decimal128() {
+        let vector = Int8Vector::from_values(vec![1, 2, 3, 4, 100]);
+        let casted_vector = vector.cast(&ConcreteDataType::decimal128_datatype(3, 1));
+        assert!(casted_vector.is_ok());
+        let vector = casted_vector.unwrap();
+        let array = vector.as_any().downcast_ref::<Decimal128Vector>().unwrap();
+        // because 100 is out of Decimal(3, 1) range, so it will be null
+        assert!(array.is_null(4));
+    }
+}
--- a/src/datatypes/src/vectors/eq.rs
+++ b/src/datatypes/src/vectors/eq.rs
@@ -20,12 +20,12 @@ use crate::data_type::DataType;
 use crate::types::{DurationType, TimeType, TimestampType};
 use crate::vectors::constant::ConstantVector;
 use crate::vectors::{
-    BinaryVector, BooleanVector, DateTimeVector, DateVector, DurationMicrosecondVector,
-    DurationMillisecondVector, DurationNanosecondVector, DurationSecondVector,
-    IntervalDayTimeVector, IntervalMonthDayNanoVector, IntervalYearMonthVector, ListVector,
-    PrimitiveVector, StringVector, TimeMicrosecondVector, TimeMillisecondVector,
-    TimeNanosecondVector, TimeSecondVector, TimestampMicrosecondVector, TimestampMillisecondVector,
-    TimestampNanosecondVector, TimestampSecondVector, Vector,
+    BinaryVector, BooleanVector, DateTimeVector, DateVector, Decimal128Vector,
+    DurationMicrosecondVector, DurationMillisecondVector, DurationNanosecondVector,
+    DurationSecondVector, IntervalDayTimeVector, IntervalMonthDayNanoVector,
+    IntervalYearMonthVector, ListVector, PrimitiveVector, StringVector, TimeMicrosecondVector,
+    TimeMillisecondVector, TimeNanosecondVector, TimeSecondVector, TimestampMicrosecondVector,
+    TimestampMillisecondVector, TimestampNanosecondVector, TimestampSecondVector, Vector,
 };
 use crate::with_match_primitive_type_id;

@@ -151,6 +151,9 @@ fn equal(lhs: &dyn Vector, rhs: &dyn Vector) -> bool {
                is_vector_eq!(DurationNanosecondVector, lhs, rhs)
            }
        },
+        Decimal128(_) => {
+            is_vector_eq!(Decimal128Vector, lhs, rhs)
+        }
    }
 }

@@ -242,6 +245,9 @@ mod tests {
        assert_vector_ref_eq(Arc::new(DurationMillisecondVector::from_values([300, 310])));
        assert_vector_ref_eq(Arc::new(DurationMicrosecondVector::from_values([300, 310])));
        assert_vector_ref_eq(Arc::new(DurationNanosecondVector::from_values([300, 310])));
+        assert_vector_ref_eq(Arc::new(Decimal128Vector::from_values(vec![
+            1i128, 2i128, 3i128,
+        ])));
    }

    #[test]
@@ -312,5 +318,10 @@ mod tests {
            Arc::new(DurationSecondVector::from_values([300, 310])),
            Arc::new(DurationSecondVector::from_values([300, 320])),
        );
+
+        assert_vector_ref_ne(
+            Arc::new(Decimal128Vector::from_values([300i128, 310i128])),
+            Arc::new(Decimal128Vector::from_values([300i128, 320i128])),
+        );
    }
 }
--- a/src/datatypes/src/vectors/helper.rs
+++ b/src/datatypes/src/vectors/helper.rs
@@ -25,7 +25,10 @@ use arrow_schema::IntervalUnit;
 use datafusion_common::ScalarValue;
 use snafu::{OptionExt, ResultExt};

-use super::{IntervalDayTimeVector, IntervalYearMonthVector};
+use super::{
+    Decimal128Vector, DurationMicrosecondVector, DurationMillisecondVector,
+    DurationNanosecondVector, DurationSecondVector, IntervalDayTimeVector, IntervalYearMonthVector,
+};
 use crate::data_type::ConcreteDataType;
 use crate::error::{self, Result};
 use crate::scalars::{Scalar, ScalarVectorBuilder};
@@ -218,12 +221,23 @@ impl Helper {
            ScalarValue::IntervalMonthDayNano(v) => {
                ConstantVector::new(Arc::new(IntervalMonthDayNanoVector::from(vec![v])), length)
            }
-            ScalarValue::Decimal128(_, _, _)
-            | ScalarValue::Decimal256(_, _, _)
-            | ScalarValue::DurationSecond(_)
-            | ScalarValue::DurationMillisecond(_)
-            | ScalarValue::DurationMicrosecond(_)
-            | ScalarValue::DurationNanosecond(_)
+            ScalarValue::DurationSecond(v) => {
+                ConstantVector::new(Arc::new(DurationSecondVector::from(vec![v])), length)
+            }
+            ScalarValue::DurationMillisecond(v) => {
+                ConstantVector::new(Arc::new(DurationMillisecondVector::from(vec![v])), length)
+            }
+            ScalarValue::DurationMicrosecond(v) => {
+                ConstantVector::new(Arc::new(DurationMicrosecondVector::from(vec![v])), length)
+            }
+            ScalarValue::DurationNanosecond(v) => {
+                ConstantVector::new(Arc::new(DurationNanosecondVector::from(vec![v])), length)
+            }
+            ScalarValue::Decimal128(v, p, s) => {
+                let vector = Decimal128Vector::from(vec![v]).with_precision_and_scale(p, s)?;
+                ConstantVector::new(Arc::new(vector), length)
+            }
+            ScalarValue::Decimal256(_, _, _)
            | ScalarValue::Struct(_, _)
            | ScalarValue::Dictionary(_, _) => {
                return error::ConversionSnafu {
@@ -318,14 +332,29 @@ impl Helper {
                    IntervalMonthDayNanoVector::try_from_arrow_interval_array(array)?,
                ),
            },
+            ArrowDataType::Duration(unit) => match unit {
+                TimeUnit::Second => {
+                    Arc::new(DurationSecondVector::try_from_arrow_duration_array(array)?)
+                }
+                TimeUnit::Millisecond => Arc::new(
+                    DurationMillisecondVector::try_from_arrow_duration_array(array)?,
+                ),
+                TimeUnit::Microsecond => Arc::new(
+                    DurationMicrosecondVector::try_from_arrow_duration_array(array)?,
+                ),
+                TimeUnit::Nanosecond => Arc::new(
+                    DurationNanosecondVector::try_from_arrow_duration_array(array)?,
+                ),
+            },
+            ArrowDataType::Decimal128(_, _) => {
+                Arc::new(Decimal128Vector::try_from_arrow_array(array)?)
+            }
            ArrowDataType::Float16
-            | ArrowDataType::Duration(_)
            | ArrowDataType::LargeList(_)
            | ArrowDataType::FixedSizeList(_, _)
            | ArrowDataType::Struct(_)
            | ArrowDataType::Union(_, _)
            | ArrowDataType::Dictionary(_, _)
-            | ArrowDataType::Decimal128(_, _)
            | ArrowDataType::Decimal256(_, _)
            | ArrowDataType::Map(_, _)
            | ArrowDataType::RunEndEncoded(_, _) => {
@@ -375,8 +404,10 @@ mod tests {
    };
    use arrow::datatypes::{Field, Int32Type};
    use arrow_array::DictionaryArray;
+    use common_decimal::Decimal128;
    use common_time::time::Time;
-    use common_time::{Date, DateTime, Interval};
+    use common_time::timestamp::TimeUnit;
+    use common_time::{Date, DateTime, Duration, Interval};

    use super::*;
    use crate::value::Value;
@@ -428,6 +459,37 @@ mod tests {
        }
    }

+    #[test]
+    fn test_try_from_scalar_duration_value() {
+        let vector =
+            Helper::try_from_scalar_value(ScalarValue::DurationSecond(Some(42)), 3).unwrap();
+        assert_eq!(
+            ConcreteDataType::duration_second_datatype(),
+            vector.data_type()
+        );
+        assert_eq!(3, vector.len());
+        for i in 0..vector.len() {
+            assert_eq!(
+                Value::Duration(Duration::new(42, TimeUnit::Second)),
+                vector.get(i)
+            );
+        }
+    }
+
+    #[test]
+    fn test_try_from_scalar_decimal128_value() {
+        let vector =
+            Helper::try_from_scalar_value(ScalarValue::Decimal128(Some(42), 3, 1), 3).unwrap();
+        assert_eq!(
+            ConcreteDataType::decimal128_datatype(3, 1),
+            vector.data_type()
+        );
+        assert_eq!(3, vector.len());
+        for i in 0..vector.len() {
+            assert_eq!(Value::Decimal128(Decimal128::new(42, 3, 1)), vector.get(i));
+        }
+    }
+
    #[test]
    fn test_try_from_list_value() {
        let value = ScalarValue::List(
--- a/src/datatypes/src/vectors/operations.rs
+++ b/src/datatypes/src/vectors/operations.rs
@@ -24,8 +24,8 @@ use crate::error::{self, Result};
 use crate::types::LogicalPrimitiveType;
 use crate::vectors::constant::ConstantVector;
 use crate::vectors::{
-    BinaryVector, BooleanVector, ConcreteDataType, ListVector, NullVector, PrimitiveVector,
-    StringVector, UInt32Vector, Vector, VectorRef,
+    BinaryVector, BooleanVector, ConcreteDataType, Decimal128Vector, ListVector, NullVector,
+    PrimitiveVector, StringVector, UInt32Vector, Vector, VectorRef,
 };

 /// Vector compute operations.
@@ -99,7 +99,13 @@ macro_rules! impl_scalar_vector_op {
    )+};
 }

-impl_scalar_vector_op!(BinaryVector, BooleanVector, ListVector, StringVector);
+impl_scalar_vector_op!(
+    BinaryVector,
+    BooleanVector,
+    ListVector,
+    StringVector,
+    Decimal128Vector
+);

 impl<T: LogicalPrimitiveType> VectorOp for PrimitiveVector<T> {
    fn replicate(&self, offsets: &[usize]) -> VectorRef {
--- a/src/mito2/Cargo.toml
+++ b/src/mito2/Cargo.toml
@@ -22,6 +22,7 @@ chrono.workspace = true
 common-base.workspace = true
 common-catalog.workspace = true
 common-datasource.workspace = true
+common-decimal.workspace = true
 common-error.workspace = true
 common-macro.workspace = true
 common-procedure.workspace = true
--- a/src/mito2/src/row_converter.rs
+++ b/src/mito2/src/row_converter.rs
@@ -14,6 +14,7 @@

 use bytes::Buf;
 use common_base::bytes::Bytes;
+use common_decimal::Decimal128;
 use common_time::time::Time;
 use common_time::{Date, Duration, Interval};
 use datatypes::data_type::ConcreteDataType;
@@ -74,6 +75,7 @@ impl SortField {
            ConcreteDataType::Time(_) => 10,
            ConcreteDataType::Duration(_) => 10,
            ConcreteDataType::Interval(_) => 18,
+            ConcreteDataType::Decimal128(_) => 19,
            ConcreteDataType::Null(_)
            | ConcreteDataType::List(_)
            | ConcreteDataType::Dictionary(_) => 0,
@@ -138,7 +140,8 @@ impl SortField {
            DateTime, datetime,
            Time, time,
            Interval, interval,
-            Duration, duration
+            Duration, duration,
+            Decimal128, decimal128
        );

        Ok(())
@@ -204,7 +207,8 @@ impl SortField {
            Time, Time,
            DateTime, DateTime,
            Interval, Interval,
-            Duration, Duration
+            Duration, Duration,
+            Decimal128, Decimal128
        )
    }
 }
--- a/src/servers/src/mysql/writer.rs
+++ b/src/servers/src/mysql/writer.rs
@@ -200,6 +200,7 @@ impl<'a, W: AsyncWrite + Unpin> MysqlResultWriter<'a, W> {
                    }
                    Value::Time(v) => row_writer
                        .write_col(v.to_timezone_aware_string(query_context.time_zone()))?,
+                    Value::Decimal128(v) => row_writer.write_col(v.to_string())?,
                }
            }
            row_writer.end_row().await?;
@@ -246,6 +247,7 @@ pub(crate) fn create_mysql_column(
        ConcreteDataType::DateTime(_) => Ok(ColumnType::MYSQL_TYPE_DATETIME),
        ConcreteDataType::Interval(_) => Ok(ColumnType::MYSQL_TYPE_VARCHAR),
        ConcreteDataType::Duration(_) => Ok(ColumnType::MYSQL_TYPE_TIME),
+        ConcreteDataType::Decimal128(_) => Ok(ColumnType::MYSQL_TYPE_DECIMAL),
        _ => error::InternalSnafu {
            err_msg: format!("not implemented for column datatype {:?}", data_type),
        }
--- a/src/servers/src/postgres/types.rs
+++ b/src/servers/src/postgres/types.rs
@@ -103,6 +103,7 @@ pub(super) fn encode_value(value: &Value, builder: &mut DataRowEncoder) -> PgWir
            }
        }
        Value::Interval(v) => builder.encode_field(&PgInterval::from(*v)),
+        Value::Decimal128(v) => builder.encode_field(&v.to_string()),
        Value::List(_) | Value::Duration(_) => {
            Err(PgWireError::ApiError(Box::new(Error::Internal {
                err_msg: format!(
@@ -131,6 +132,7 @@ pub(super) fn type_gt_to_pg(origin: &ConcreteDataType) -> Result<Type> {
        &ConcreteDataType::Timestamp(_) => Ok(Type::TIMESTAMP),
        &ConcreteDataType::Time(_) => Ok(Type::TIME),
        &ConcreteDataType::Interval(_) => Ok(Type::INTERVAL),
+        &ConcreteDataType::Decimal128(_) => Ok(Type::NUMERIC),
        &ConcreteDataType::Duration(_)
        | &ConcreteDataType::List(_)
        | &ConcreteDataType::Dictionary(_) => error::InternalSnafu {
--- a/src/sql/Cargo.toml
+++ b/src/sql/Cargo.toml
@@ -8,6 +8,7 @@ license.workspace = true
 api.workspace = true
 common-base.workspace = true
 common-catalog.workspace = true
+common-decimal.workspace = true
 common-error.workspace = true
 common-macro.workspace = true
 common-query.workspace = true
--- a/src/sql/src/statements.rs
+++ b/src/sql/src/statements.rs
@@ -39,11 +39,11 @@ use common_time::Timestamp;
 use datatypes::prelude::ConcreteDataType;
 use datatypes::schema::constraint::{CURRENT_TIMESTAMP, CURRENT_TIMESTAMP_FN};
 use datatypes::schema::{ColumnDefaultConstraint, ColumnSchema, COMMENT_KEY};
-use datatypes::types::cast::CastOption;
 use datatypes::types::{cast, TimestampType};
 use datatypes::value::{OrderedF32, OrderedF64, Value};
 pub use option_map::OptionMap;
 use snafu::{ensure, OptionExt, ResultExt};
+use sqlparser::ast::ExactNumberInfo;
 pub use transform::{get_data_type_by_alias_name, transform_statements};

 use crate::ast::{
@@ -146,6 +146,7 @@ macro_rules! parse_number_to_value {
                let n  = parse_sql_number::<i64>($n)?;
                Ok(Value::Timestamp(Timestamp::new(n, t.unit())))
            },
+            // TODO(QuenKar): parse decimal128 string with precision and scale

            _ => ParseSqlValueSnafu {
                msg: format!("Fail to parse number {}, invalid column type: {:?}",
@@ -223,11 +224,9 @@ pub fn sql_value_to_value(
        }
    };
    if value.data_type() != *data_type {
-        cast::cast_with_opt(value, data_type, &CastOption { strict: true }).with_context(|_| {
-            InvalidCastSnafu {
-                sql_value: sql_val.clone(),
-                datatype: data_type,
-            }
+        cast(value, data_type).with_context(|_| InvalidCastSnafu {
+            sql_value: sql_val.clone(),
+            datatype: data_type,
        })
    } else {
        Ok(value)
@@ -412,6 +411,15 @@ pub fn sql_data_type_to_concrete_data_type(data_type: &SqlDataType) -> Result<Co
            .map(|t| ConcreteDataType::timestamp_datatype(t.unit()))
            .unwrap_or(ConcreteDataType::timestamp_millisecond_datatype())),
        SqlDataType::Interval => Ok(ConcreteDataType::interval_month_day_nano_datatype()),
+        SqlDataType::Decimal(exact_info) => match exact_info {
+            ExactNumberInfo::None => Ok(ConcreteDataType::decimal128_default_datatype()),
+            // refer to https://dev.mysql.com/doc/refman/8.0/en/fixed-point-types.html
+            // In standard SQL, the syntax DECIMAL(M) is equivalent to DECIMAL(M,0).
+            ExactNumberInfo::Precision(p) => Ok(ConcreteDataType::decimal128_datatype(*p as u8, 0)),
+            ExactNumberInfo::PrecisionAndScale(p, s) => {
+                Ok(ConcreteDataType::decimal128_datatype(*p as u8, *s as i8))
+            }
+        },
        _ => error::SqlTypeNotSupportedSnafu {
            t: data_type.clone(),
        }
@@ -445,6 +453,9 @@ pub fn concrete_data_type_to_sql_data_type(data_type: &ConcreteDataType) -> Resu
        )),
        ConcreteDataType::Interval(_) => Ok(SqlDataType::Interval),
        ConcreteDataType::Binary(_) => Ok(SqlDataType::Varbinary(None)),
+        ConcreteDataType::Decimal128(d) => Ok(SqlDataType::Decimal(
+            ExactNumberInfo::PrecisionAndScale(d.precision() as u64, d.scale() as u64),
+        )),
        ConcreteDataType::Duration(_)
        | ConcreteDataType::Null(_)
        | ConcreteDataType::List(_)
--- a/tests/cases/standalone/common/order/order_variable_size_payload.result
+++ b/tests/cases/standalone/common/order/order_variable_size_payload.result
@@ -9,17 +9,17 @@ Affected Rows: 7
 -- SQLNESS SORT_RESULT 2 2
 SELECT * FROM t0 ORDER BY t0.c0 DESC;

-+------+-------------------------+
-| c0   | t                       |
-+------+-------------------------+
-| null | 1970-01-01T00:00:00.002 |
-| null | 1970-01-01T00:00:00.003 |
-| null | 1970-01-01T00:00:00.004 |
-| null | 1970-01-01T00:00:00.005 |
-| null | 1970-01-01T00:00:00.006 |
-| null | 1970-01-01T00:00:00.007 |
-| a    | 1970-01-01T00:00:00.001 |
-+------+-------------------------+
+----+-------------------------+
+| c0 | t                       |
+----+-------------------------+
+|    | 1970-01-01T00:00:00.002 |
+|    | 1970-01-01T00:00:00.003 |
+|    | 1970-01-01T00:00:00.004 |
+|    | 1970-01-01T00:00:00.005 |
+|    | 1970-01-01T00:00:00.006 |
+|    | 1970-01-01T00:00:00.007 |
+| a  | 1970-01-01T00:00:00.001 |
+----+-------------------------+

 CREATE TABLE test0 (job VARCHAR, host VARCHAR, t TIMESTAMP TIME INDEX);

@@ -75,7 +75,7 @@ SELECT * FROM test1 ORDER BY s;
 | 3555555555552 | 1970-01-01T00:00:00.003 |
 | 3555555555553 | 1970-01-01T00:00:00.007 |
 | 355555555556  | 1970-01-01T00:00:00.005 |
-| null          | 1970-01-01T00:00:00.002 |
+|               | 1970-01-01T00:00:00.002 |
 +---------------+-------------------------+

 CREATE TABLE test4 (i INT, j INT, t TIMESTAMP TIME INDEX);
@@ -342,7 +342,7 @@ select i, split_part(s, 'b', 1) from test8 order by i;
 | i | split_part(test8.s,Utf8("b"),Int64(1)) |
 +---+----------------------------------------+
 | 1 | cc                                     |
-| 2 | null                                   |
+| 2 |                                        |
 | 3 | a                                      |
 |   | d                                      |
 +---+----------------------------------------+