use std::sync::Arc;
use polars_utils::slice::GetSaferUnchecked;
use super::{make_growable, Growable};
use crate::array::growable::utils::{extend_validity, prepare_validity};
use crate::array::{Array, DictionaryArray, DictionaryKey, PrimitiveArray};
use crate::bitmap::MutableBitmap;
use crate::datatypes::ArrowDataType;
pub struct GrowableDictionary<'a, K: DictionaryKey> {
data_type: ArrowDataType,
keys: Vec<&'a PrimitiveArray<K>>,
key_values: Vec<K>,
validity: Option<MutableBitmap>,
offsets: Vec<usize>,
values: Box<dyn Array>,
}
fn concatenate_values<K: DictionaryKey>(
arrays_keys: &[&PrimitiveArray<K>],
arrays_values: &[&dyn Array],
capacity: usize,
) -> (Box<dyn Array>, Vec<usize>) {
let mut mutable = make_growable(arrays_values, false, capacity);
let mut offsets = Vec::with_capacity(arrays_keys.len() + 1);
offsets.push(0);
for (i, values) in arrays_values.iter().enumerate() {
unsafe { mutable.extend(i, 0, values.len()) };
offsets.push(offsets[i] + values.len());
}
(mutable.as_box(), offsets)
}
impl<'a, T: DictionaryKey> GrowableDictionary<'a, T> {
pub fn new(arrays: &[&'a DictionaryArray<T>], mut use_validity: bool, capacity: usize) -> Self {
let data_type = arrays[0].data_type().clone();
if arrays.iter().any(|array| array.null_count() > 0) {
use_validity = true;
};
let arrays_keys = arrays.iter().map(|array| array.keys()).collect::<Vec<_>>();
let arrays_values = arrays
.iter()
.map(|array| array.values().as_ref())
.collect::<Vec<_>>();
let (values, offsets) = concatenate_values(&arrays_keys, &arrays_values, capacity);
Self {
data_type,
offsets,
values,
keys: arrays_keys,
key_values: Vec::with_capacity(capacity),
validity: prepare_validity(use_validity, capacity),
}
}
#[inline]
fn to(&mut self) -> DictionaryArray<T> {
let validity = self.validity.take();
let key_values = std::mem::take(&mut self.key_values);
#[cfg(debug_assertions)]
{
crate::array::specification::check_indexes(&key_values, self.values.len()).unwrap();
}
let keys = PrimitiveArray::<T>::new(
T::PRIMITIVE.into(),
key_values.into(),
validity.map(|v| v.into()),
);
unsafe {
DictionaryArray::<T>::try_new_unchecked(
self.data_type.clone(),
keys,
self.values.clone(),
)
.unwrap()
}
}
}
impl<'a, T: DictionaryKey> Growable<'a> for GrowableDictionary<'a, T> {
#[inline]
unsafe fn extend(&mut self, index: usize, start: usize, len: usize) {
let keys_array = *self.keys.get_unchecked_release(index);
extend_validity(&mut self.validity, keys_array, start, len);
let values = &keys_array
.values()
.get_unchecked_release(start..start + len);
let offset = self.offsets.get_unchecked_release(index);
self.key_values.extend(
values
.iter()
.map(|x| {
let x: usize = offset + (*x).try_into().unwrap_or(0);
let x: T = match x.try_into() {
Ok(key) => key,
Err(_) => {
panic!("The maximum key is too small")
},
};
x
}),
);
}
#[inline]
fn len(&self) -> usize {
self.key_values.len()
}
#[inline]
fn extend_validity(&mut self, additional: usize) {
self.key_values
.resize(self.key_values.len() + additional, T::default());
if let Some(validity) = &mut self.validity {
validity.extend_constant(additional, false);
}
}
#[inline]
fn as_arc(&mut self) -> Arc<dyn Array> {
Arc::new(self.to())
}
#[inline]
fn as_box(&mut self) -> Box<dyn Array> {
Box::new(self.to())
}
}
impl<'a, T: DictionaryKey> From<GrowableDictionary<'a, T>> for DictionaryArray<T> {
#[inline]
fn from(mut val: GrowableDictionary<'a, T>) -> Self {
val.to()
}
}