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use crate::prelude::*;
use crate::utils::get_supertype;
use rayon::prelude::*;
use std::ops::{Add, Div, Mul, Rem, Sub};
fn get_supertype_all(df: &DataFrame, rhs: &Series) -> Result<DataType> {
df.columns
.iter()
.fold(Ok(rhs.dtype().clone()), |dt, s| match dt {
Ok(dt) => get_supertype(s.dtype(), &dt),
e => e,
})
}
macro_rules! impl_arithmetic {
($self:expr, $rhs:expr, $operand: tt) => {{
let st = get_supertype_all($self, $rhs)?;
let rhs = $rhs.cast(&st)?;
let cols = $self.columns.par_iter().map(|s| {
Ok(&s.cast(&st)? $operand &rhs)
}).collect::<Result<_>>()?;
Ok(DataFrame::new_no_checks(cols))
}}
}
impl Add<&Series> for &DataFrame {
type Output = Result<DataFrame>;
fn add(self, rhs: &Series) -> Self::Output {
impl_arithmetic!(self, rhs, +)
}
}
impl Add<&Series> for DataFrame {
type Output = Result<DataFrame>;
fn add(self, rhs: &Series) -> Self::Output {
(&self).add(rhs)
}
}
impl Sub<&Series> for &DataFrame {
type Output = Result<DataFrame>;
fn sub(self, rhs: &Series) -> Self::Output {
impl_arithmetic!(self, rhs, -)
}
}
impl Sub<&Series> for DataFrame {
type Output = Result<DataFrame>;
fn sub(self, rhs: &Series) -> Self::Output {
(&self).sub(rhs)
}
}
impl Mul<&Series> for &DataFrame {
type Output = Result<DataFrame>;
fn mul(self, rhs: &Series) -> Self::Output {
impl_arithmetic!(self, rhs, *)
}
}
impl Mul<&Series> for DataFrame {
type Output = Result<DataFrame>;
fn mul(self, rhs: &Series) -> Self::Output {
(&self).mul(rhs)
}
}
impl Div<&Series> for &DataFrame {
type Output = Result<DataFrame>;
fn div(self, rhs: &Series) -> Self::Output {
impl_arithmetic!(self, rhs, /)
}
}
impl Div<&Series> for DataFrame {
type Output = Result<DataFrame>;
fn div(self, rhs: &Series) -> Self::Output {
(&self).div(rhs)
}
}
impl Rem<&Series> for &DataFrame {
type Output = Result<DataFrame>;
fn rem(self, rhs: &Series) -> Self::Output {
impl_arithmetic!(self, rhs, %)
}
}
impl Rem<&Series> for DataFrame {
type Output = Result<DataFrame>;
fn rem(self, rhs: &Series) -> Self::Output {
(&self).rem(rhs)
}
}