lance-index 8.0.0

Lance indices implementation
Documentation 
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

// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright The Lance Authors

use crate::vector::quantizer::QuantizerBuildParams;

#[derive(Debug, Clone)]
pub struct SQBuildParams {
    /// Number of bits of scaling range.
    pub num_bits: u16,

    /// Sample rate for training.
    pub sample_rate: usize,
}

impl From<&SQBuildParams> for crate::pb::vector_index_details::ScalarQuantization {
    fn from(params: &SQBuildParams) -> Self {
        Self {
            num_bits: params.num_bits as u32,
        }
    }
}

impl Default for SQBuildParams {
    fn default() -> Self {
        Self {
            num_bits: 8,
            sample_rate: 256,
        }
    }
}

impl QuantizerBuildParams for SQBuildParams {
    fn sample_size(&self) -> usize {
        self.sample_rate * 2usize.pow(self.num_bits as u32)
    }
}