1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
use vortex_alp::{
    alp_encode_components, match_each_alp_float_ptype, ALPArray, ALPEncoding, ALPRDEncoding,
};
use vortex_array::aliases::hash_set::HashSet;
use vortex_array::array::PrimitiveArray;
use vortex_array::encoding::{Encoding, EncodingRef};
use vortex_array::variants::PrimitiveArrayTrait;
use vortex_array::{ArrayData, IntoArrayData, IntoArrayVariant};
use vortex_dtype::PType;
use vortex_error::VortexResult;
use vortex_fastlanes::BitPackedEncoding;

use super::alp_rd::ALPRDCompressor;
use crate::compressors::{CompressedArray, CompressionTree, EncodingCompressor};
use crate::{constants, SamplingCompressor};

#[derive(Debug)]
pub struct ALPCompressor;

impl EncodingCompressor for ALPCompressor {
    fn id(&self) -> &str {
        ALPEncoding::ID.as_ref()
    }

    fn cost(&self) -> u8 {
        constants::ALP_COST
    }

    fn can_compress(&self, array: &ArrayData) -> Option<&dyn EncodingCompressor> {
        // Only support primitive arrays
        let parray = PrimitiveArray::maybe_from(array)?;

        // Only supports f32 and f64
        if !matches!(parray.ptype(), PType::F32 | PType::F64) {
            return None;
        }

        Some(self)
    }

    fn compress<'a>(
        &'a self,
        array: &ArrayData,
        like: Option<CompressionTree<'a>>,
        ctx: SamplingCompressor<'a>,
    ) -> VortexResult<CompressedArray<'a>> {
        let parray = array.clone().into_primitive()?;

        let (exponents, encoded, patches) = match_each_alp_float_ptype!(
            parray.ptype(), |$T| {
            alp_encode_components::<$T>(&parray, None)
        });

        let compressed_encoded = ctx
            .named("packed")
            .excluding(self)
            .compress(&encoded, like.as_ref().and_then(|l| l.child(0)))?;

        // Attempt to compress patches with ALP-RD encoding
        let compressed_patches = patches
            .map(|p| {
                ctx.auxiliary("patches")
                    .excluding(self)
                    .including(&ALPRDCompressor)
                    .compress_patches(p)
            })
            .transpose()?;

        Ok(CompressedArray::compressed(
            ALPArray::try_new(compressed_encoded.array, exponents, compressed_patches)?
                .into_array(),
            Some(CompressionTree::new(self, vec![compressed_encoded.path])),
            array,
        ))
    }

    fn used_encodings(&self) -> HashSet<EncodingRef> {
        HashSet::from([
            &ALPEncoding as EncodingRef,
            // ALP-RD + BitPacking possibly used for patches
            &ALPRDEncoding,
            &BitPackedEncoding,
        ])
    }
}