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// 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::borrow::Cow; | ||
use std::fmt::Display; | ||
|
||
use common_query::error::{InvalidFuncArgsSnafu, Result}; | ||
use common_query::prelude::Signature; | ||
use datatypes::prelude::ConcreteDataType; | ||
use datatypes::scalars::ScalarVectorBuilder; | ||
use datatypes::vectors::{BinaryVectorBuilder, MutableVector, VectorRef}; | ||
use nalgebra::DVectorView; | ||
use snafu::ensure; | ||
|
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use crate::function::{Function, FunctionContext}; | ||
use crate::helper; | ||
use crate::scalars::vector::impl_conv::{as_veclit, as_veclit_if_const, veclit_to_binlit}; | ||
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const NAME: &str = "vec_mul"; | ||
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/// Multiplies corresponding elements of two vectors. | ||
/// | ||
/// # Example | ||
/// | ||
/// ```sql | ||
/// SELECT vec_to_string(vec_mul("[1, 2, 3]", "[1, 2, 3]")) as result; | ||
/// | ||
/// +---------+ | ||
/// | result | | ||
/// +---------+ | ||
/// | [1,4,9] | | ||
/// +---------+ | ||
/// | ||
/// ``` | ||
#[derive(Debug, Clone, Default)] | ||
pub struct VectorMulFunction; | ||
|
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impl Function for VectorMulFunction { | ||
fn name(&self) -> &str { | ||
NAME | ||
} | ||
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fn return_type(&self, _input_types: &[ConcreteDataType]) -> Result<ConcreteDataType> { | ||
Ok(ConcreteDataType::binary_datatype()) | ||
} | ||
|
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fn signature(&self) -> Signature { | ||
helper::one_of_sigs2( | ||
vec![ | ||
ConcreteDataType::string_datatype(), | ||
ConcreteDataType::binary_datatype(), | ||
], | ||
vec![ | ||
ConcreteDataType::string_datatype(), | ||
ConcreteDataType::binary_datatype(), | ||
], | ||
) | ||
} | ||
|
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fn eval(&self, _func_ctx: FunctionContext, columns: &[VectorRef]) -> Result<VectorRef> { | ||
ensure!( | ||
columns.len() == 2, | ||
InvalidFuncArgsSnafu { | ||
err_msg: format!( | ||
"The length of the args is not correct, expect exactly two, have: {}", | ||
columns.len() | ||
), | ||
} | ||
); | ||
|
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let arg0 = &columns[0]; | ||
let arg1 = &columns[1]; | ||
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let len = arg0.len(); | ||
let mut result = BinaryVectorBuilder::with_capacity(len); | ||
if len == 0 { | ||
return Ok(result.to_vector()); | ||
} | ||
|
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let arg0_const = as_veclit_if_const(arg0)?; | ||
let arg1_const = as_veclit_if_const(arg1)?; | ||
|
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for i in 0..len { | ||
let arg0 = match arg0_const.as_ref() { | ||
Some(arg0) => Some(Cow::Borrowed(arg0.as_ref())), | ||
None => as_veclit(arg0.get_ref(i))?, | ||
}; | ||
|
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let arg1 = match arg1_const.as_ref() { | ||
Some(arg1) => Some(Cow::Borrowed(arg1.as_ref())), | ||
None => as_veclit(arg1.get_ref(i))?, | ||
}; | ||
|
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if let (Some(arg0), Some(arg1)) = (arg0, arg1) { | ||
ensure!( | ||
arg0.len() == arg1.len(), | ||
InvalidFuncArgsSnafu { | ||
err_msg: format!( | ||
"The length of the vectors must match for multiplying, have: {} vs {}", | ||
arg0.len(), | ||
arg1.len() | ||
), | ||
} | ||
); | ||
let vec0 = DVectorView::from_slice(&arg0, arg0.len()); | ||
let vec1 = DVectorView::from_slice(&arg1, arg1.len()); | ||
let vec_res = vec1.component_mul(&vec0); | ||
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let veclit = vec_res.as_slice(); | ||
let binlit = veclit_to_binlit(veclit); | ||
result.push(Some(&binlit)); | ||
} else { | ||
result.push_null(); | ||
} | ||
} | ||
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Ok(result.to_vector()) | ||
} | ||
} | ||
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impl Display for VectorMulFunction { | ||
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { | ||
write!(f, "{}", NAME.to_ascii_uppercase()) | ||
} | ||
} | ||
|
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#[cfg(test)] | ||
mod tests { | ||
use std::sync::Arc; | ||
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use common_query::error; | ||
use datatypes::vectors::StringVector; | ||
|
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use super::*; | ||
|
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#[test] | ||
fn test_vector_mul() { | ||
let func = VectorMulFunction; | ||
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let vec0 = vec![1.0, 2.0, 3.0]; | ||
let vec1 = vec![1.0, 1.0]; | ||
let (len0, len1) = (vec0.len(), vec1.len()); | ||
let input0 = Arc::new(StringVector::from(vec![Some(format!("{vec0:?}"))])); | ||
let input1 = Arc::new(StringVector::from(vec![Some(format!("{vec1:?}"))])); | ||
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let err = func | ||
.eval(FunctionContext::default(), &[input0, input1]) | ||
.unwrap_err(); | ||
|
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match err { | ||
error::Error::InvalidFuncArgs { err_msg, .. } => { | ||
assert_eq!( | ||
err_msg, | ||
format!( | ||
"The length of the vectors must match for multiplying, have: {} vs {}", | ||
len0, len1 | ||
) | ||
) | ||
} | ||
_ => unreachable!(), | ||
} | ||
|
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let input0 = Arc::new(StringVector::from(vec![ | ||
Some("[1.0,2.0,3.0]".to_string()), | ||
Some("[8.0,10.0,12.0]".to_string()), | ||
Some("[7.0,8.0,9.0]".to_string()), | ||
None, | ||
])); | ||
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let input1 = Arc::new(StringVector::from(vec![ | ||
Some("[1.0,1.0,1.0]".to_string()), | ||
Some("[2.0,2.0,2.0]".to_string()), | ||
None, | ||
Some("[3.0,3.0,3.0]".to_string()), | ||
])); | ||
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let result = func | ||
.eval(FunctionContext::default(), &[input0, input1]) | ||
.unwrap(); | ||
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let result = result.as_ref(); | ||
assert_eq!(result.len(), 4); | ||
assert_eq!( | ||
result.get_ref(0).as_binary().unwrap(), | ||
Some(veclit_to_binlit(&[1.0, 2.0, 3.0]).as_slice()) | ||
); | ||
assert_eq!( | ||
result.get_ref(1).as_binary().unwrap(), | ||
Some(veclit_to_binlit(&[16.0, 20.0, 24.0]).as_slice()) | ||
); | ||
assert!(result.get_ref(2).is_null()); | ||
assert!(result.get_ref(3).is_null()); | ||
} | ||
} |
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