vortex-sampling-compressor 0.24.0

Vortex compressor that uses statistical sampling
Documentation 
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use vortex_array::aliases::hash_set::HashSet;
use vortex_array::array::{ConstantArray, ConstantEncoding};
use vortex_array::{Array, Encoding, EncodingId, IntoArray};
use vortex_error::{VortexExpect, VortexResult};

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

#[derive(Debug)]
pub struct ConstantCompressor;

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

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

    fn can_compress(&self, array: &Array) -> Option<&dyn EncodingCompressor> {
        array
            .statistics()
            .compute_is_constant()?
            .then_some(self as &dyn EncodingCompressor)
    }

    fn compress<'a>(
        &'a self,
        array: &Array,
        _like: Option<CompressionTree<'a>>,
        _ctx: SamplingCompressor<'a>,
    ) -> VortexResult<CompressedArray<'a>> {
        Ok(CompressedArray::compressed(
            ConstantArray::new(
                array
                    .as_constant()
                    .vortex_expect("ConstantCompressor expects constant array"),
                array.len(),
            )
            .into_array(),
            Some(CompressionTree::flat(self)),
            array,
        ))
    }

    fn used_encodings(&self) -> HashSet<EncodingId> {
        HashSet::from([ConstantEncoding::ID])
    }
}