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use crate::chunked_array::builder::get_large_list_builder;
use crate::prelude::*;
use arrow::array::{Array, ArrayRef, PrimitiveBuilder, StringBuilder};
use std::sync::Arc;
pub trait ChunkOps {
fn rechunk(&self, chunk_lengths: Option<&[usize]>) -> Result<Self>
where
Self: std::marker::Sized;
fn optional_rechunk<A>(&self, rhs: &ChunkedArray<A>) -> Result<Option<Self>>
where
Self: std::marker::Sized;
}
macro_rules! optional_rechunk {
($self:tt, $rhs:tt) => {
if $self.chunk_id != $rhs.chunk_id {
$self.rechunk(Some(&$rhs.chunk_id)).map(|v| Some(v))
} else {
Ok(None)
}
};
}
#[inline]
fn mimic_chunks<T>(arr: &ArrayRef, chunk_lengths: &[usize], name: &str) -> Result<ChunkedArray<T>>
where
T: PolarsDataType,
ChunkedArray<T>: ChunkOps,
{
let mut chunks = Vec::with_capacity(chunk_lengths.len());
let mut offset = 0;
for chunk_length in chunk_lengths {
chunks.push(arr.slice(offset, *chunk_length));
offset += *chunk_length
}
Ok(ChunkedArray::new_from_chunks(name, chunks))
}
impl<T> ChunkOps for ChunkedArray<T>
where
T: PolarsNumericType,
{
fn rechunk(&self, chunk_lengths: Option<&[usize]>) -> Result<Self> {
match (self.chunks.len(), chunk_lengths.map(|v| v.len())) {
(1, Some(1)) | (1, None) => Ok(self.clone()),
(1, Some(_)) => mimic_chunks(&self.chunks[0], chunk_lengths.unwrap(), self.name()),
(_, Some(_)) | (_, None) => {
let default = &[self.len()];
let chunk_id = chunk_lengths.unwrap_or(default);
let mut iter = self.into_iter();
let mut chunks: Vec<Arc<dyn Array>> = Vec::with_capacity(chunk_id.len());
for &chunk_length in chunk_id {
let mut builder = PrimitiveBuilder::<T>::new(chunk_length);
for _ in 0..chunk_length {
builder.append_option(
iter.next()
.expect("the first option is the iterator bounds"),
)?;
}
chunks.push(Arc::new(builder.finish()))
}
Ok(ChunkedArray::new_from_chunks(self.name(), chunks))
}
}
}
fn optional_rechunk<A>(&self, rhs: &ChunkedArray<A>) -> Result<Option<Self>> {
optional_rechunk!(self, rhs)
}
}
impl ChunkOps for BooleanChunked {
fn rechunk(&self, chunk_lengths: Option<&[usize]>) -> Result<Self> {
match (self.chunks.len(), chunk_lengths.map(|v| v.len())) {
(1, Some(1)) | (1, None) => Ok(self.clone()),
(1, Some(_)) => mimic_chunks(&self.chunks[0], chunk_lengths.unwrap(), self.name()),
(_, Some(_)) | (_, None) => {
let default = &[self.len()];
let chunk_id = chunk_lengths.unwrap_or(default);
let mut iter = self.into_iter();
let mut chunks: Vec<Arc<dyn Array>> = Vec::with_capacity(chunk_id.len());
for &chunk_length in chunk_id {
let mut builder = PrimitiveBuilder::<BooleanType>::new(chunk_length);
for _ in 0..chunk_length {
builder.append_option(
iter.next()
.expect("the first option is the iterator bounds"),
)?;
}
chunks.push(Arc::new(builder.finish()))
}
Ok(ChunkedArray::new_from_chunks(self.name(), chunks))
}
}
}
fn optional_rechunk<A>(&self, rhs: &ChunkedArray<A>) -> Result<Option<Self>> {
optional_rechunk!(self, rhs)
}
}
impl ChunkOps for Utf8Chunked {
fn rechunk(&self, chunk_lengths: Option<&[usize]>) -> Result<Self> {
match (self.chunks.len(), chunk_lengths.map(|v| v.len())) {
(1, Some(1)) | (1, None) => Ok(self.clone()),
(1, Some(_)) => mimic_chunks(&self.chunks[0], chunk_lengths.unwrap(), self.name()),
(_, Some(_)) | (_, None) => {
let default = &[self.len()];
let chunk_id = chunk_lengths.unwrap_or(default);
let mut iter = self.into_iter();
let mut chunks: Vec<Arc<dyn Array>> = Vec::with_capacity(chunk_id.len());
for &chunk_length in chunk_id {
let mut builder = StringBuilder::new(chunk_length);
for _ in 0..chunk_length {
let opt_val = iter.next().expect("first option is iterator bounds");
match opt_val {
None => builder.append_null().expect("should not fail"),
Some(val) => builder.append_value(val).expect("should not fail"),
}
}
chunks.push(Arc::new(builder.finish()))
}
Ok(ChunkedArray::new_from_chunks(self.name(), chunks))
}
}
}
fn optional_rechunk<A>(&self, rhs: &ChunkedArray<A>) -> Result<Option<Self>> {
optional_rechunk!(self, rhs)
}
}
impl ChunkOps for LargeListChunked {
fn rechunk(&self, chunk_lengths: Option<&[usize]>) -> Result<Self> {
match (self.chunks.len(), chunk_lengths.map(|v| v.len())) {
(1, Some(1)) | (1, None) => Ok(self.clone()),
(1, Some(_)) => mimic_chunks(&self.chunks[0], chunk_lengths.unwrap(), self.name()),
(_, Some(_)) | (_, None) => {
let default = &[self.len()];
let chunk_id = chunk_lengths.unwrap_or(default);
let mut iter = self.into_iter();
let mut chunks: Vec<Arc<dyn Array>> = Vec::with_capacity(chunk_id.len());
for &chunk_length in chunk_id {
let mut builder =
get_large_list_builder(self.dtype(), chunk_length, self.name());
while let Some(v) = iter.next() {
builder.append_opt_series(v.as_ref())
}
let list = builder.finish();
chunks.push(list.chunks[0].clone())
}
Ok(ChunkedArray::new_from_chunks(self.name(), chunks))
}
}
}
fn optional_rechunk<A>(&self, rhs: &ChunkedArray<A>) -> Result<Option<Self>> {
optional_rechunk!(self, rhs)
}
}