| // Licensed to the Apache Software Foundation (ASF) under one |
| // or more contributor license agreements. See the NOTICE file |
| // distributed with this work for additional information |
| // regarding copyright ownership. The ASF licenses this file |
| // to you 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::sync::Arc; |
| |
| use crate::utils::make_scalar_function; |
| |
| use arrow::array::{ArrayRef, AsArray, PrimitiveArray}; |
| use arrow::compute::{cast_with_options, CastOptions}; |
| use arrow::datatypes::DataType::{Float32, Float64, Int32}; |
| use arrow::datatypes::{DataType, Float32Type, Float64Type, Int32Type}; |
| use datafusion_common::{exec_datafusion_err, exec_err, Result, ScalarValue}; |
| use datafusion_expr::sort_properties::{ExprProperties, SortProperties}; |
| use datafusion_expr::TypeSignature::Exact; |
| use datafusion_expr::{ |
| ColumnarValue, Documentation, ScalarFunctionArgs, ScalarUDFImpl, Signature, |
| Volatility, |
| }; |
| use datafusion_macros::user_doc; |
| |
| #[user_doc( |
| doc_section(label = "Math Functions"), |
| description = "Rounds a number to the nearest integer.", |
| syntax_example = "round(numeric_expression[, decimal_places])", |
| standard_argument(name = "numeric_expression", prefix = "Numeric"), |
| argument( |
| name = "decimal_places", |
| description = "Optional. The number of decimal places to round to. Defaults to 0." |
| ), |
| sql_example = r#"```sql |
| > SELECT round(3.14159); |
| +--------------+ |
| | round(3.14159)| |
| +--------------+ |
| | 3.0 | |
| +--------------+ |
| ```"# |
| )] |
| #[derive(Debug, PartialEq, Eq, Hash)] |
| pub struct RoundFunc { |
| signature: Signature, |
| } |
| |
| impl Default for RoundFunc { |
| fn default() -> Self { |
| RoundFunc::new() |
| } |
| } |
| |
| impl RoundFunc { |
| pub fn new() -> Self { |
| use DataType::*; |
| Self { |
| signature: Signature::one_of( |
| vec![ |
| Exact(vec![Float64, Int64]), |
| Exact(vec![Float32, Int64]), |
| Exact(vec![Float64]), |
| Exact(vec![Float32]), |
| ], |
| Volatility::Immutable, |
| ), |
| } |
| } |
| } |
| |
| impl ScalarUDFImpl for RoundFunc { |
| fn as_any(&self) -> &dyn Any { |
| self |
| } |
| |
| fn name(&self) -> &str { |
| "round" |
| } |
| |
| fn signature(&self) -> &Signature { |
| &self.signature |
| } |
| |
| fn return_type(&self, arg_types: &[DataType]) -> Result<DataType> { |
| match arg_types[0] { |
| Float32 => Ok(Float32), |
| _ => Ok(Float64), |
| } |
| } |
| |
| fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> { |
| make_scalar_function(round, vec![])(&args.args) |
| } |
| |
| fn output_ordering(&self, input: &[ExprProperties]) -> Result<SortProperties> { |
| // round preserves the order of the first argument |
| let value = &input[0]; |
| let precision = input.get(1); |
| |
| if precision |
| .map(|r| r.sort_properties.eq(&SortProperties::Singleton)) |
| .unwrap_or(true) |
| { |
| Ok(value.sort_properties) |
| } else { |
| Ok(SortProperties::Unordered) |
| } |
| } |
| |
| fn documentation(&self) -> Option<&Documentation> { |
| self.doc() |
| } |
| } |
| |
| /// Round SQL function |
| pub fn round(args: &[ArrayRef]) -> Result<ArrayRef> { |
| if args.len() != 1 && args.len() != 2 { |
| return exec_err!( |
| "round function requires one or two arguments, got {}", |
| args.len() |
| ); |
| } |
| |
| let mut decimal_places = ColumnarValue::Scalar(ScalarValue::Int64(Some(0))); |
| |
| if args.len() == 2 { |
| decimal_places = ColumnarValue::Array(Arc::clone(&args[1])); |
| } |
| |
| match args[0].data_type() { |
| Float64 => match decimal_places { |
| ColumnarValue::Scalar(ScalarValue::Int64(Some(decimal_places))) => { |
| let decimal_places: i32 = decimal_places.try_into().map_err(|e| { |
| exec_datafusion_err!( |
| "Invalid value for decimal places: {decimal_places}: {e}" |
| ) |
| })?; |
| |
| let result = args[0] |
| .as_primitive::<Float64Type>() |
| .unary::<_, Float64Type>(|value: f64| { |
| (value * 10.0_f64.powi(decimal_places)).round() |
| / 10.0_f64.powi(decimal_places) |
| }); |
| Ok(Arc::new(result) as _) |
| } |
| ColumnarValue::Array(decimal_places) => { |
| let options = CastOptions { |
| safe: false, // raise error if the cast is not possible |
| ..Default::default() |
| }; |
| let decimal_places = cast_with_options(&decimal_places, &Int32, &options) |
| .map_err(|e| { |
| exec_datafusion_err!("Invalid values for decimal places: {e}") |
| })?; |
| |
| let values = args[0].as_primitive::<Float64Type>(); |
| let decimal_places = decimal_places.as_primitive::<Int32Type>(); |
| let result = arrow::compute::binary::<_, _, _, Float64Type>( |
| values, |
| decimal_places, |
| |value, decimal_places| { |
| (value * 10.0_f64.powi(decimal_places)).round() |
| / 10.0_f64.powi(decimal_places) |
| }, |
| )?; |
| Ok(Arc::new(result) as _) |
| } |
| _ => { |
| exec_err!("round function requires a scalar or array for decimal_places") |
| } |
| }, |
| |
| Float32 => match decimal_places { |
| ColumnarValue::Scalar(ScalarValue::Int64(Some(decimal_places))) => { |
| let decimal_places: i32 = decimal_places.try_into().map_err(|e| { |
| exec_datafusion_err!( |
| "Invalid value for decimal places: {decimal_places}: {e}" |
| ) |
| })?; |
| let result = args[0] |
| .as_primitive::<Float32Type>() |
| .unary::<_, Float32Type>(|value: f32| { |
| (value * 10.0_f32.powi(decimal_places)).round() |
| / 10.0_f32.powi(decimal_places) |
| }); |
| Ok(Arc::new(result) as _) |
| } |
| ColumnarValue::Array(_) => { |
| let ColumnarValue::Array(decimal_places) = |
| decimal_places.cast_to(&Int32, None).map_err(|e| { |
| exec_datafusion_err!("Invalid values for decimal places: {e}") |
| })? |
| else { |
| panic!("Unexpected result of ColumnarValue::Array.cast") |
| }; |
| |
| let values = args[0].as_primitive::<Float32Type>(); |
| let decimal_places = decimal_places.as_primitive::<Int32Type>(); |
| let result: PrimitiveArray<Float32Type> = arrow::compute::binary( |
| values, |
| decimal_places, |
| |value, decimal_places| { |
| (value * 10.0_f32.powi(decimal_places)).round() |
| / 10.0_f32.powi(decimal_places) |
| }, |
| )?; |
| Ok(Arc::new(result) as _) |
| } |
| _ => { |
| exec_err!("round function requires a scalar or array for decimal_places") |
| } |
| }, |
| |
| other => exec_err!("Unsupported data type {other:?} for function round"), |
| } |
| } |
| |
| #[cfg(test)] |
| mod test { |
| use std::sync::Arc; |
| |
| use crate::math::round::round; |
| |
| use arrow::array::{ArrayRef, Float32Array, Float64Array, Int64Array}; |
| use datafusion_common::cast::{as_float32_array, as_float64_array}; |
| use datafusion_common::DataFusionError; |
| |
| #[test] |
| fn test_round_f32() { |
| let args: Vec<ArrayRef> = vec![ |
| Arc::new(Float32Array::from(vec![125.2345; 10])), // input |
| Arc::new(Int64Array::from(vec![0, 1, 2, 3, 4, 5, -1, -2, -3, -4])), // decimal_places |
| ]; |
| |
| let result = round(&args).expect("failed to initialize function round"); |
| let floats = |
| as_float32_array(&result).expect("failed to initialize function round"); |
| |
| let expected = Float32Array::from(vec![ |
| 125.0, 125.2, 125.23, 125.235, 125.2345, 125.2345, 130.0, 100.0, 0.0, 0.0, |
| ]); |
| |
| assert_eq!(floats, &expected); |
| } |
| |
| #[test] |
| fn test_round_f64() { |
| let args: Vec<ArrayRef> = vec![ |
| Arc::new(Float64Array::from(vec![125.2345; 10])), // input |
| Arc::new(Int64Array::from(vec![0, 1, 2, 3, 4, 5, -1, -2, -3, -4])), // decimal_places |
| ]; |
| |
| let result = round(&args).expect("failed to initialize function round"); |
| let floats = |
| as_float64_array(&result).expect("failed to initialize function round"); |
| |
| let expected = Float64Array::from(vec![ |
| 125.0, 125.2, 125.23, 125.235, 125.2345, 125.2345, 130.0, 100.0, 0.0, 0.0, |
| ]); |
| |
| assert_eq!(floats, &expected); |
| } |
| |
| #[test] |
| fn test_round_f32_one_input() { |
| let args: Vec<ArrayRef> = vec![ |
| Arc::new(Float32Array::from(vec![125.2345, 12.345, 1.234, 0.1234])), // input |
| ]; |
| |
| let result = round(&args).expect("failed to initialize function round"); |
| let floats = |
| as_float32_array(&result).expect("failed to initialize function round"); |
| |
| let expected = Float32Array::from(vec![125.0, 12.0, 1.0, 0.0]); |
| |
| assert_eq!(floats, &expected); |
| } |
| |
| #[test] |
| fn test_round_f64_one_input() { |
| let args: Vec<ArrayRef> = vec![ |
| Arc::new(Float64Array::from(vec![125.2345, 12.345, 1.234, 0.1234])), // input |
| ]; |
| |
| let result = round(&args).expect("failed to initialize function round"); |
| let floats = |
| as_float64_array(&result).expect("failed to initialize function round"); |
| |
| let expected = Float64Array::from(vec![125.0, 12.0, 1.0, 0.0]); |
| |
| assert_eq!(floats, &expected); |
| } |
| |
| #[test] |
| fn test_round_f32_cast_fail() { |
| let args: Vec<ArrayRef> = vec![ |
| Arc::new(Float64Array::from(vec![125.2345])), // input |
| Arc::new(Int64Array::from(vec![2147483648])), // decimal_places |
| ]; |
| |
| let result = round(&args); |
| |
| assert!(result.is_err()); |
| assert!(matches!(result, Err(DataFusionError::Execution(_)))); |
| } |
| } |