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use crate::prelude::*;
use crate::utils::{align_chunks_binary, CustomIterTools};
use arrow::array::ArrayRef;
use polars_arrow::array::ValueSize;
use polars_arrow::kernels::set::{set_at_idx_no_null, set_with_mask};
use std::sync::Arc;
macro_rules! impl_set_at_idx_with {
($self:ident, $builder:ident, $idx:ident, $f:ident) => {{
let mut idx_iter = $idx.into_iter();
let mut ca_iter = $self.into_iter().enumerate();
while let Some(current_idx) = idx_iter.next() {
if current_idx > $self.len() {
return Err(PolarsError::OutOfBounds(
format!(
"index: {} outside of ChunkedArray with length: {}",
current_idx,
$self.len()
)
.into(),
));
}
while let Some((cnt_idx, opt_val)) = ca_iter.next() {
if cnt_idx == current_idx {
$builder.append_option($f(opt_val));
break;
} else {
$builder.append_option(opt_val);
}
}
}
while let Some((_, opt_val)) = ca_iter.next() {
$builder.append_option(opt_val);
}
let ca = $builder.finish();
Ok(ca)
}};
}
macro_rules! check_bounds {
($self:ident, $mask:ident) => {{
if $self.len() != $mask.len() {
return Err(PolarsError::ShapeMisMatch(
"Shape of parameter `mask` could not be used in `set` operation.".into(),
));
}
}};
}
impl<'a, T> ChunkSet<'a, T::Native, T::Native> for ChunkedArray<T>
where
T: PolarsNumericType,
{
fn set_at_idx<I: IntoIterator<Item = usize>>(
&'a self,
idx: I,
value: Option<T::Native>,
) -> Result<Self> {
if self.null_count() == 0 {
if let Some(value) = value {
if self.chunks.len() == 1 {
let arr = set_at_idx_no_null(
self.downcast_iter().next().unwrap(),
idx.into_iter(),
value,
T::get_dtype().to_arrow(),
)?;
return Ok(Self::new_from_chunks(self.name(), vec![Arc::new(arr)]));
}
else {
let mut av = self.into_no_null_iter().collect::<AlignedVec<_>>();
let data = av.as_mut_slice();
idx.into_iter().try_for_each::<_, Result<_>>(|idx| {
let val = data.get_mut(idx).ok_or_else(|| {
PolarsError::OutOfBounds(
format!("{} out of bounds on array of length: {}", idx, self.len())
.into(),
)
})?;
*val = value;
Ok(())
})?;
return Ok(Self::new_from_aligned_vec(self.name(), av));
}
}
}
self.set_at_idx_with(idx, |_| value)
}
fn set_at_idx_with<I: IntoIterator<Item = usize>, F>(&'a self, idx: I, f: F) -> Result<Self>
where
F: Fn(Option<T::Native>) -> Option<T::Native>,
{
let mut builder = PrimitiveChunkedBuilder::<T>::new(self.name(), self.len());
impl_set_at_idx_with!(self, builder, idx, f)
}
fn set(&'a self, mask: &BooleanChunked, value: Option<T::Native>) -> Result<Self> {
check_bounds!(self, mask);
if let (Some(value), 0) = (value, mask.null_count()) {
let (left, mask) = align_chunks_binary(self, mask);
let chunks = left
.downcast_iter()
.into_iter()
.zip(mask.downcast_iter())
.map(|(arr, mask)| {
let a = set_with_mask(arr, mask, value, T::get_dtype().to_arrow());
Arc::new(a) as ArrayRef
})
.collect();
Ok(ChunkedArray::new_from_chunks(self.name(), chunks))
} else {
let ca = mask
.into_iter()
.zip(self.into_iter())
.map(|(mask_val, opt_val)| match mask_val {
Some(true) => value,
_ => opt_val,
})
.collect_trusted();
Ok(ca)
}
}
fn set_with<F>(&'a self, mask: &BooleanChunked, f: F) -> Result<Self>
where
F: Fn(Option<T::Native>) -> Option<T::Native>,
{
check_bounds!(self, mask);
let ca = mask
.into_iter()
.zip(self.into_iter())
.map(|(mask_val, opt_val)| match mask_val {
Some(true) => f(opt_val),
_ => opt_val,
})
.collect_trusted();
Ok(ca)
}
}
impl<'a> ChunkSet<'a, bool, bool> for BooleanChunked {
fn set_at_idx<I: IntoIterator<Item = usize>>(
&'a self,
idx: I,
value: Option<bool>,
) -> Result<Self> {
self.set_at_idx_with(idx, |_| value)
}
fn set_at_idx_with<I: IntoIterator<Item = usize>, F>(&'a self, idx: I, f: F) -> Result<Self>
where
F: Fn(Option<bool>) -> Option<bool>,
{
let mut builder = BooleanChunkedBuilder::new(self.name(), self.len());
impl_set_at_idx_with!(self, builder, idx, f)
}
fn set(&'a self, mask: &BooleanChunked, value: Option<bool>) -> Result<Self> {
check_bounds!(self, mask);
let ca = mask
.into_iter()
.zip(self.into_iter())
.map(|(mask_val, opt_val)| match mask_val {
Some(true) => value,
_ => opt_val,
})
.collect_trusted();
Ok(ca)
}
fn set_with<F>(&'a self, mask: &BooleanChunked, f: F) -> Result<Self>
where
F: Fn(Option<bool>) -> Option<bool>,
{
check_bounds!(self, mask);
let ca = mask
.into_iter()
.zip(self.into_iter())
.map(|(mask_val, opt_val)| match mask_val {
Some(true) => f(opt_val),
_ => opt_val,
})
.collect_trusted();
Ok(ca)
}
}
impl<'a> ChunkSet<'a, &'a str, String> for Utf8Chunked {
fn set_at_idx<I: IntoIterator<Item = usize>>(
&'a self,
idx: I,
opt_value: Option<&'a str>,
) -> Result<Self>
where
Self: Sized,
{
let idx_iter = idx.into_iter();
let mut ca_iter = self.into_iter().enumerate();
let mut builder = Utf8ChunkedBuilder::new(self.name(), self.len(), self.get_values_size());
for current_idx in idx_iter {
if current_idx > self.len() {
return Err(PolarsError::OutOfBounds(
format!(
"index: {} outside of ChunkedArray with length: {}",
current_idx,
self.len()
)
.into(),
));
}
for (cnt_idx, opt_val_self) in &mut ca_iter {
if cnt_idx == current_idx {
builder.append_option(opt_value);
break;
} else {
builder.append_option(opt_val_self);
}
}
}
for (_, opt_val_self) in ca_iter {
builder.append_option(opt_val_self);
}
let ca = builder.finish();
Ok(ca)
}
fn set_at_idx_with<I: IntoIterator<Item = usize>, F>(&'a self, idx: I, f: F) -> Result<Self>
where
Self: Sized,
F: Fn(Option<&'a str>) -> Option<String>,
{
let mut builder = Utf8ChunkedBuilder::new(self.name(), self.len(), self.get_values_size());
impl_set_at_idx_with!(self, builder, idx, f)
}
fn set(&'a self, mask: &BooleanChunked, value: Option<&'a str>) -> Result<Self>
where
Self: Sized,
{
check_bounds!(self, mask);
let ca = mask
.into_iter()
.zip(self.into_iter())
.map(|(mask_val, opt_val)| match mask_val {
Some(true) => value,
_ => opt_val,
})
.collect_trusted();
Ok(ca)
}
fn set_with<F>(&'a self, mask: &BooleanChunked, f: F) -> Result<Self>
where
Self: Sized,
F: Fn(Option<&'a str>) -> Option<String>,
{
check_bounds!(self, mask);
let mut builder = Utf8ChunkedBuilder::new(self.name(), self.len(), self.get_values_size());
self.into_iter()
.zip(mask)
.for_each(|(opt_val, opt_mask)| match opt_mask {
Some(true) => builder.append_option(f(opt_val)),
_ => builder.append_option(opt_val),
});
Ok(builder.finish())
}
}
#[cfg(test)]
mod test {
use crate::prelude::*;
#[test]
fn test_set() {
let ca = Int32Chunked::new_from_slice("a", &[1, 2, 3]);
let mask = BooleanChunked::new_from_slice("mask", &[false, true, false]);
let ca = ca.set(&mask, Some(5)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(1), Some(5), Some(3)]);
let ca = Int32Chunked::new_from_slice("a", &[1, 2, 3]);
let mask = BooleanChunked::new_from_opt_slice("mask", &[None, Some(true), None]);
let ca = ca.set(&mask, Some(5)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(1), Some(5), Some(3)]);
let ca = Int32Chunked::new_from_slice("a", &[1, 2, 3]);
let mask = BooleanChunked::new_from_opt_slice("mask", &[None, None, None]);
let ca = ca.set(&mask, Some(5)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(1), Some(2), Some(3)]);
let ca = Int32Chunked::new_from_slice("a", &[1, 2, 3]);
let mask = BooleanChunked::new_from_opt_slice("mask", &[Some(true), Some(false), None]);
let ca = ca.set(&mask, Some(5)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(5), Some(2), Some(3)]);
let ca = ca.set_at_idx(vec![0, 1], Some(10)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(10), Some(10), Some(3)]);
assert!(ca.set_at_idx(vec![0, 10], Some(0)).is_err());
let ca = BooleanChunked::new_from_slice("a", &[true, true, true]);
let mask = BooleanChunked::new_from_slice("mask", &[false, true, false]);
let ca = ca.set(&mask, None).unwrap();
assert_eq!(Vec::from(&ca), &[Some(true), None, Some(true)]);
let ca = Utf8Chunked::new_from_slice("a", &["foo", "foo", "foo"]);
let mask = BooleanChunked::new_from_slice("mask", &[false, true, false]);
let ca = ca.set(&mask, Some("bar")).unwrap();
assert_eq!(Vec::from(&ca), &[Some("foo"), Some("bar"), Some("foo")]);
}
#[test]
fn test_set_null_values() {
let ca = Int32Chunked::new_from_opt_slice("a", &[Some(1), None, Some(3)]);
let mask = BooleanChunked::new_from_opt_slice("mask", &[Some(false), Some(true), None]);
let ca = ca.set(&mask, Some(2)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(1), Some(2), Some(3)]);
let ca = Utf8Chunked::new_from_opt_slice("a", &[Some("foo"), None, Some("bar")]);
let ca = ca.set(&mask, Some("foo")).unwrap();
assert_eq!(Vec::from(&ca), &[Some("foo"), Some("foo"), Some("bar")]);
let ca = BooleanChunked::new_from_opt_slice("a", &[Some(false), None, Some(true)]);
let ca = ca.set(&mask, Some(true)).unwrap();
assert_eq!(Vec::from(&ca), &[Some(false), Some(true), Some(true)]);
}
}