use arrow::bitmap::MutableBitmap;
use polars_arrow::array::default_arrays::FromData;
use crate::chunked_array::builder::get_list_builder;
use crate::prelude::*;
use crate::series::IsSorted;
impl<T> ChunkFull<T::Native> for ChunkedArray<T>
where
T: PolarsNumericType,
{
fn full(name: &str, value: T::Native, length: usize) -> Self {
let data = vec![value; length];
let mut out = ChunkedArray::from_vec(name, data);
out.set_sorted_flag(IsSorted::Ascending);
out
}
}
impl<T> ChunkFullNull for ChunkedArray<T>
where
T: PolarsNumericType,
{
fn full_null(name: &str, length: usize) -> Self {
let arr = new_null_array(T::get_dtype().to_arrow(), length);
unsafe { ChunkedArray::from_chunks(name, vec![arr]) }
}
}
impl ChunkFull<bool> for BooleanChunked {
fn full(name: &str, value: bool, length: usize) -> Self {
let mut bits = MutableBitmap::with_capacity(length);
bits.extend_constant(length, value);
let mut out: BooleanChunked =
(name, BooleanArray::from_data_default(bits.into(), None)).into();
out.set_sorted_flag(IsSorted::Ascending);
out
}
}
impl ChunkFullNull for BooleanChunked {
fn full_null(name: &str, length: usize) -> Self {
let arr = new_null_array(DataType::Boolean.to_arrow(), length);
unsafe { BooleanChunked::from_chunks(name, vec![arr]) }
}
}
impl<'a> ChunkFull<&'a str> for Utf8Chunked {
fn full(name: &str, value: &'a str, length: usize) -> Self {
let mut builder = Utf8ChunkedBuilder::new(name, length, length * value.len());
for _ in 0..length {
builder.append_value(value);
}
let mut out = builder.finish();
out.set_sorted_flag(IsSorted::Ascending);
out
}
}
impl ChunkFullNull for Utf8Chunked {
fn full_null(name: &str, length: usize) -> Self {
let arr = new_null_array(DataType::Utf8.to_arrow(), length);
unsafe { Utf8Chunked::from_chunks(name, vec![arr]) }
}
}
impl<'a> ChunkFull<&'a [u8]> for BinaryChunked {
fn full(name: &str, value: &'a [u8], length: usize) -> Self {
let mut builder = BinaryChunkedBuilder::new(name, length, length * value.len());
for _ in 0..length {
builder.append_value(value);
}
let mut out = builder.finish();
out.set_sorted_flag(IsSorted::Ascending);
out
}
}
impl ChunkFullNull for BinaryChunked {
fn full_null(name: &str, length: usize) -> Self {
let arr = new_null_array(DataType::Binary.to_arrow(), length);
unsafe { BinaryChunked::from_chunks(name, vec![arr]) }
}
}
impl ChunkFull<&Series> for ListChunked {
fn full(name: &str, value: &Series, length: usize) -> ListChunked {
let mut builder =
get_list_builder(value.dtype(), value.len() * length, length, name).unwrap();
for _ in 0..length {
builder.append_series(value)
}
builder.finish()
}
}
impl ChunkFullNull for ListChunked {
fn full_null(name: &str, length: usize) -> ListChunked {
ListChunked::full_null_with_dtype(name, length, &DataType::Null)
}
}
#[cfg(feature = "dtype-array")]
impl ArrayChunked {
pub fn full_null_with_dtype(
name: &str,
length: usize,
inner_dtype: &DataType,
width: usize,
) -> ArrayChunked {
let arr = new_null_array(
ArrowDataType::FixedSizeList(
Box::new(ArrowField::new("item", inner_dtype.to_arrow(), true)),
width,
),
length,
);
unsafe { ArrayChunked::from_chunks(name, vec![arr]) }
}
}
#[cfg(feature = "dtype-array")]
impl ChunkFull<&Series> for ArrayChunked {
fn full(name: &str, value: &Series, length: usize) -> ArrayChunked {
if !value.dtype().is_numeric() {
todo!("FixedSizeList only supports numeric data types");
};
let width = value.len();
let values = value.tile(length);
let values = values.chunks()[0].clone();
let data_type = ArrowDataType::FixedSizeList(
Box::new(ArrowField::new("item", values.data_type().clone(), true)),
width,
);
let arr = Box::new(FixedSizeListArray::new(data_type, values, None)) as ArrayRef;
unsafe { ArrayChunked::from_chunks(name, vec![arr]) }
}
}
#[cfg(feature = "dtype-array")]
impl ChunkFullNull for ArrayChunked {
fn full_null(name: &str, length: usize) -> ArrayChunked {
ArrayChunked::full_null_with_dtype(name, length, &DataType::Null, 0)
}
}
impl ListChunked {
pub fn full_null_with_dtype(name: &str, length: usize, inner_dtype: &DataType) -> ListChunked {
let arr = new_null_array(
ArrowDataType::LargeList(Box::new(ArrowField::new(
"item",
inner_dtype.to_arrow(),
true,
))),
length,
);
unsafe { ListChunked::from_chunks(name, vec![arr]) }
}
}
#[cfg(feature = "dtype-struct")]
impl ChunkFullNull for StructChunked {
fn full_null(name: &str, length: usize) -> StructChunked {
let s = vec![Series::full_null("", length, &DataType::Null)];
StructChunked::new_unchecked(name, &s)
}
}
#[cfg(feature = "object")]
impl<T: PolarsObject> ChunkFull<T> for ObjectChunked<T> {
fn full(name: &str, value: T, length: usize) -> Self
where
Self: Sized,
{
let mut ca: Self = (0..length).map(|_| Some(value.clone())).collect();
ca.rename(name);
ca
}
}
#[cfg(feature = "object")]
impl<T: PolarsObject> ChunkFullNull for ObjectChunked<T> {
fn full_null(name: &str, length: usize) -> ObjectChunked<T> {
let mut ca: Self = (0..length).map(|_| None).collect();
ca.rename(name);
ca
}
}