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use std::ops::BitOr;
use arrow::array::*;
use arrow::datatypes::DataType;
use arrow::types::NativeType;
use crate::array::default_arrays::FromData;
use crate::error::{PolarsError, Result};
use crate::index::IdxSize;
use crate::kernels::BinaryMaskedSliceIterator;
use crate::trusted_len::PushUnchecked;
pub fn set_at_nulls<T>(array: &PrimitiveArray<T>, value: T) -> PrimitiveArray<T>
where
T: NativeType,
{
let values = array.values();
if array.null_count() == 0 {
return array.clone();
}
let validity = array.validity().unwrap();
let validity = BooleanArray::from_data_default(validity.clone(), None);
let mut av = Vec::with_capacity(array.len());
BinaryMaskedSliceIterator::new(&validity)
.into_iter()
.for_each(|(lower, upper, truthy)| {
if truthy {
av.extend_from_slice(&values[lower..upper])
} else {
av.extend_trusted_len(std::iter::repeat(value).take(upper - lower))
}
});
PrimitiveArray::new(array.data_type().clone(), av.into(), None)
}
pub fn set_with_mask<T: NativeType>(
array: &PrimitiveArray<T>,
mask: &BooleanArray,
value: T,
data_type: DataType,
) -> PrimitiveArray<T> {
let values = array.values();
let mut buf = Vec::with_capacity(array.len());
BinaryMaskedSliceIterator::new(mask)
.into_iter()
.for_each(|(lower, upper, truthy)| {
if truthy {
buf.extend_trusted_len(std::iter::repeat(value).take(upper - lower))
} else {
buf.extend_from_slice(&values[lower..upper])
}
});
let validity = array.validity().as_ref().map(|valid| {
let mask_bitmap = mask.values();
valid.bitor(mask_bitmap)
});
PrimitiveArray::new(data_type, buf.into(), validity)
}
pub fn set_at_idx_no_null<T, I>(
array: &PrimitiveArray<T>,
idx: I,
set_value: T,
data_type: DataType,
) -> Result<PrimitiveArray<T>>
where
T: NativeType,
I: IntoIterator<Item = IdxSize>,
{
let mut buf = Vec::with_capacity(array.len());
buf.extend_from_slice(array.values().as_slice());
let mut_slice = buf.as_mut_slice();
idx.into_iter().try_for_each::<_, Result<_>>(|idx| {
let val = mut_slice
.get_mut(idx as usize)
.ok_or_else(|| PolarsError::ComputeError("idx is out of bounds".into()))?;
*val = set_value;
Ok(())
})?;
Ok(PrimitiveArray::new(
data_type,
buf.into(),
array.validity().cloned(),
))
}
#[cfg(test)]
mod test {
use std::iter::FromIterator;
use arrow::array::UInt32Array;
use super::*;
#[test]
fn test_set_mask() {
let mask = BooleanArray::from_iter((0..86).map(|v| v > 68 && v != 85).map(Some));
let val = UInt32Array::from_iter((0..86).map(Some));
let a = set_with_mask(&val, &mask, 100, DataType::UInt32);
let slice = a.values();
assert_eq!(slice[a.len() - 1], 85);
assert_eq!(slice[a.len() - 2], 100);
assert_eq!(slice[67], 67);
assert_eq!(slice[68], 68);
assert_eq!(slice[1], 1);
assert_eq!(slice[0], 0);
let mask = BooleanArray::from_slice(&[
false, true, false, true, false, true, false, true, false, false,
]);
let val = UInt32Array::from_slice(&[0; 10]);
let out = set_with_mask(&val, &mask, 1, DataType::UInt32);
dbg!(&out);
assert_eq!(out.values().as_slice(), &[0, 1, 0, 1, 0, 1, 0, 1, 0, 0]);
let val = UInt32Array::from(&[None, None, None]);
let mask = BooleanArray::from(&[Some(true), Some(true), None]);
let out = set_with_mask(&val, &mask, 1, DataType::UInt32);
let out: Vec<_> = out.iter().map(|v| v.copied()).collect();
assert_eq!(out, &[Some(1), Some(1), None])
}
#[test]
fn test_set_at_idx() {
let val = UInt32Array::from_slice(&[1, 2, 3]);
let out = set_at_idx_no_null(&val, std::iter::once(1), 100, DataType::UInt32).unwrap();
assert_eq!(out.values().as_slice(), &[1, 100, 3]);
let out = set_at_idx_no_null(&val, std::iter::once(100), 100, DataType::UInt32);
assert!(out.is_err())
}
}