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use arrow_array::builder::make_view;
use arrow_buffer::Buffer;
use vortex_array::array::{PrimitiveArray, VarBinArray, VarBinViewArray};
use vortex_array::variants::PrimitiveArrayTrait;
use vortex_array::{
ArrayDType, ArrayData, Canonical, IntoArrayData, IntoArrayVariant, IntoCanonical,
};
use vortex_dtype::match_each_integer_ptype;
use vortex_error::VortexResult;
use crate::FSSTArray;
impl IntoCanonical for FSSTArray {
fn into_canonical(self) -> VortexResult<Canonical> {
self.with_decompressor(|decompressor| {
// FSSTArray has two child arrays:
//
// 1. A VarBinArray, which holds the string heap of the compressed codes.
// 2. An uncompressed_lengths primitive array, storing the length of each original
// string element.
//
// To speed up canonicalization, we can decompress the entire string-heap in a single
// call. We then turn our uncompressed_lengths into an offsets buffer
// necessary for a VarBinViewArray and construct the canonical array.
let compressed_bytes = VarBinArray::try_from(self.codes())?
.sliced_bytes()?
.into_primitive()?;
// Bulk-decompress the entire array.
let uncompressed_bytes =
decompressor.decompress(compressed_bytes.maybe_null_slice::<u8>());
let uncompressed_lens_array = self
.uncompressed_lengths()
.into_canonical()?
.into_primitive()?;
// Directly create the binary views.
let views: Vec<u128> = match_each_integer_ptype!(uncompressed_lens_array.ptype(), |$P| {
uncompressed_lens_array.maybe_null_slice::<$P>()
.iter()
.map(|&len| len as usize)
.scan(0, |offset, len| {
let str_start = *offset;
let str_end = *offset + len;
*offset += len;
Some(make_view(
&uncompressed_bytes[str_start..str_end],
0u32,
str_start as u32,
))
})
.collect()
});
let views_array: ArrayData = Buffer::from(views).into();
let uncompressed_bytes_array = PrimitiveArray::from(uncompressed_bytes).into_array();
VarBinViewArray::try_new(
views_array,
vec![uncompressed_bytes_array],
self.dtype().clone(),
self.validity(),
)
.map(Canonical::VarBinView)
})
}
}