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feat: add modulo function (GreptimeTeam#3147)
* feat: add modulo function * fix: address CR feedback
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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. | ||
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use std::fmt; | ||
use std::fmt::Display; | ||
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use common_query::error; | ||
use common_query::error::{ArrowComputeSnafu, InvalidFuncArgsSnafu, Result}; | ||
use common_query::prelude::{Signature, Volatility}; | ||
use datatypes::arrow::compute; | ||
use datatypes::arrow::compute::kernels::numeric; | ||
use datatypes::arrow::datatypes::DataType as ArrowDataType; | ||
use datatypes::prelude::ConcreteDataType; | ||
use datatypes::vectors::{Helper, VectorRef}; | ||
use snafu::{ensure, ResultExt}; | ||
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use crate::function::{Function, FunctionContext}; | ||
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const NAME: &str = "mod"; | ||
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/// The function to find remainders | ||
#[derive(Clone, Debug, Default)] | ||
pub struct ModuloFunction; | ||
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impl Display for ModuloFunction { | ||
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { | ||
write!(f, "{}", NAME.to_ascii_uppercase()) | ||
} | ||
} | ||
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impl Function for ModuloFunction { | ||
fn name(&self) -> &str { | ||
NAME | ||
} | ||
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fn return_type(&self, input_types: &[ConcreteDataType]) -> Result<ConcreteDataType> { | ||
if input_types.iter().all(ConcreteDataType::is_signed) { | ||
Ok(ConcreteDataType::int64_datatype()) | ||
} else if input_types.iter().all(ConcreteDataType::is_unsigned) { | ||
Ok(ConcreteDataType::uint64_datatype()) | ||
} else { | ||
Ok(ConcreteDataType::float64_datatype()) | ||
} | ||
} | ||
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fn signature(&self) -> Signature { | ||
Signature::uniform(2, ConcreteDataType::numerics(), Volatility::Immutable) | ||
} | ||
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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() | ||
), | ||
} | ||
); | ||
let nums = &columns[0]; | ||
let divs = &columns[1]; | ||
let nums_arrow_array = &nums.to_arrow_array(); | ||
let divs_arrow_array = &divs.to_arrow_array(); | ||
let array = numeric::rem(nums_arrow_array, divs_arrow_array).context(ArrowComputeSnafu)?; | ||
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let result = match nums.data_type() { | ||
ConcreteDataType::Int8(_) | ||
| ConcreteDataType::Int16(_) | ||
| ConcreteDataType::Int32(_) | ||
| ConcreteDataType::Int64(_) => compute::cast(&array, &ArrowDataType::Int64), | ||
ConcreteDataType::UInt8(_) | ||
| ConcreteDataType::UInt16(_) | ||
| ConcreteDataType::UInt32(_) | ||
| ConcreteDataType::UInt64(_) => compute::cast(&array, &ArrowDataType::UInt64), | ||
ConcreteDataType::Float32(_) | ConcreteDataType::Float64(_) => { | ||
compute::cast(&array, &ArrowDataType::Float64) | ||
} | ||
_ => unreachable!("unexpected datatype: {:?}", nums.data_type()), | ||
} | ||
.context(ArrowComputeSnafu)?; | ||
Helper::try_into_vector(&result).context(error::FromArrowArraySnafu) | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use std::sync::Arc; | ||
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use common_error::ext::ErrorExt; | ||
use datatypes::value::Value; | ||
use datatypes::vectors::{Float64Vector, Int32Vector, StringVector, UInt32Vector}; | ||
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use super::*; | ||
#[test] | ||
fn test_mod_function_signed() { | ||
let function = ModuloFunction; | ||
assert_eq!("mod", function.name()); | ||
assert_eq!( | ||
ConcreteDataType::int64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::int64_datatype()]) | ||
.unwrap() | ||
); | ||
assert_eq!( | ||
ConcreteDataType::int64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::int32_datatype()]) | ||
.unwrap() | ||
); | ||
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let nums = vec![18, -17, 5, -6]; | ||
let divs = vec![4, 8, -5, -5]; | ||
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let args: Vec<VectorRef> = vec![ | ||
Arc::new(Int32Vector::from_vec(nums.clone())), | ||
Arc::new(Int32Vector::from_vec(divs.clone())), | ||
]; | ||
let result = function.eval(FunctionContext::default(), &args).unwrap(); | ||
assert_eq!(result.len(), 4); | ||
for i in 0..3 { | ||
let p: i64 = (nums[i] % divs[i]) as i64; | ||
assert!(matches!(result.get(i), Value::Int64(v) if v == p)); | ||
} | ||
} | ||
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#[test] | ||
fn test_mod_function_unsigned() { | ||
let function = ModuloFunction; | ||
assert_eq!("mod", function.name()); | ||
assert_eq!( | ||
ConcreteDataType::uint64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::uint64_datatype()]) | ||
.unwrap() | ||
); | ||
assert_eq!( | ||
ConcreteDataType::uint64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::uint32_datatype()]) | ||
.unwrap() | ||
); | ||
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let nums: Vec<u32> = vec![18, 17, 5, 6]; | ||
let divs: Vec<u32> = vec![4, 8, 5, 5]; | ||
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let args: Vec<VectorRef> = vec![ | ||
Arc::new(UInt32Vector::from_vec(nums.clone())), | ||
Arc::new(UInt32Vector::from_vec(divs.clone())), | ||
]; | ||
let result = function.eval(FunctionContext::default(), &args).unwrap(); | ||
assert_eq!(result.len(), 4); | ||
for i in 0..3 { | ||
let p: u64 = (nums[i] % divs[i]) as u64; | ||
assert!(matches!(result.get(i), Value::UInt64(v) if v == p)); | ||
} | ||
} | ||
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#[test] | ||
fn test_mod_function_float() { | ||
let function = ModuloFunction; | ||
assert_eq!("mod", function.name()); | ||
assert_eq!( | ||
ConcreteDataType::float64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::float64_datatype()]) | ||
.unwrap() | ||
); | ||
assert_eq!( | ||
ConcreteDataType::float64_datatype(), | ||
function | ||
.return_type(&[ConcreteDataType::float32_datatype()]) | ||
.unwrap() | ||
); | ||
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let nums = vec![18.0, 17.0, 5.0, 6.0]; | ||
let divs = vec![4.0, 8.0, 5.0, 5.0]; | ||
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let args: Vec<VectorRef> = vec![ | ||
Arc::new(Float64Vector::from_vec(nums.clone())), | ||
Arc::new(Float64Vector::from_vec(divs.clone())), | ||
]; | ||
let result = function.eval(FunctionContext::default(), &args).unwrap(); | ||
assert_eq!(result.len(), 4); | ||
for i in 0..3 { | ||
let p: f64 = nums[i] % divs[i]; | ||
assert!(matches!(result.get(i), Value::Float64(v) if v == p)); | ||
} | ||
} | ||
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#[test] | ||
fn test_mod_function_errors() { | ||
let function = ModuloFunction; | ||
assert_eq!("mod", function.name()); | ||
let nums = vec![27]; | ||
let divs = vec![0]; | ||
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let args: Vec<VectorRef> = vec![ | ||
Arc::new(Int32Vector::from_vec(nums.clone())), | ||
Arc::new(Int32Vector::from_vec(divs.clone())), | ||
]; | ||
let result = function.eval(FunctionContext::default(), &args); | ||
assert!(result.is_err()); | ||
let err_msg = result.unwrap_err().output_msg(); | ||
assert_eq!( | ||
err_msg, | ||
"Failed to perform compute operation on arrow arrays: Divide by zero error" | ||
); | ||
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let nums = vec![27]; | ||
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let args: Vec<VectorRef> = vec![Arc::new(Int32Vector::from_vec(nums.clone()))]; | ||
let result = function.eval(FunctionContext::default(), &args); | ||
assert!(result.is_err()); | ||
let err_msg = result.unwrap_err().output_msg(); | ||
assert!( | ||
err_msg.contains("The length of the args is not correct, expect exactly two, have: 1") | ||
); | ||
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let nums = vec!["27"]; | ||
let divs = vec!["4"]; | ||
let args: Vec<VectorRef> = vec![ | ||
Arc::new(StringVector::from(nums.clone())), | ||
Arc::new(StringVector::from(divs.clone())), | ||
]; | ||
let result = function.eval(FunctionContext::default(), &args); | ||
assert!(result.is_err()); | ||
let err_msg = result.unwrap_err().output_msg(); | ||
assert!(err_msg.contains("Invalid arithmetic operation")); | ||
} | ||
} |
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SELECT MOD(18, 4); | ||
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+-------------------------+ | ||
| mod(Int64(18),Int64(4)) | | ||
+-------------------------+ | ||
| 2 | | ||
+-------------------------+ | ||
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SELECT MOD(-18, 4); | ||
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+--------------------------+ | ||
| mod(Int64(-18),Int64(4)) | | ||
+--------------------------+ | ||
| -2 | | ||
+--------------------------+ | ||
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SELECT MOD(18.0, 4.0); | ||
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+-----------------------------+ | ||
| mod(Float64(18),Float64(4)) | | ||
+-----------------------------+ | ||
| 2.0 | | ||
+-----------------------------+ | ||
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SELECT MOD(18, 0); | ||
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Error: 3001(EngineExecuteQuery), DataFusion error: Divide by zero error | ||
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SELECT POW (2, 5); | ||
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+------------------------+ | ||
| pow(Int64(2),Int64(5)) | | ||
+------------------------+ | ||
| 32.0 | | ||
+------------------------+ | ||
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SELECT POW (1.01, 365); | ||
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+-------------------------------+ | ||
| pow(Float64(1.01),Int64(365)) | | ||
+-------------------------------+ | ||
| 37.78343433288728 | | ||
+-------------------------------+ | ||
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SELECT POW (0.99, 365); | ||
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+-------------------------------+ | ||
| pow(Float64(0.99),Int64(365)) | | ||
+-------------------------------+ | ||
| 0.025517964452291125 | | ||
+-------------------------------+ | ||
|
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SELECT MOD(18, 4); | ||
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SELECT MOD(-18, 4); | ||
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SELECT MOD(18.0, 4.0); | ||
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SELECT MOD(18, 0); | ||
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SELECT POW (2, 5); | ||
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SELECT POW (1.01, 365); | ||
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SELECT POW (0.99, 365); |