strawboat 0.2.6

A native storage format based on Apache Arrow.
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
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
86
87
88
89
90
91
92
93

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

use std::io::{Read, Write};

use arrow::array::PrimitiveArray;

use arrow::error::Result;

use crate::{compression::Compression, write::WriteOptions};

use super::{DoubleCompression, DoubleStats, DoubleType};

#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
pub struct OneValue {}

impl<T: DoubleType> DoubleCompression<T> for OneValue {
    fn compress(
        &self,
        array: &PrimitiveArray<T>,
        _stats: &DoubleStats<T>,
        _write_options: &WriteOptions,
        output: &mut Vec<u8>,
    ) -> Result<usize> {
        let size = output.len();
        self.encode_native(output, array)?;
        Ok(output.len() - size)
    }

    fn decompress(&self, input: &[u8], length: usize, output: &mut Vec<T>) -> Result<()> {
        self.decode_native(input, length, output)?;
        Ok(())
    }

    fn to_compression(&self) -> Compression {
        Compression::OneValue
    }

    fn compress_ratio(&self, stats: &DoubleStats<T>) -> f64 {
        if stats.unique_count <= 1 {
            stats.tuple_count as f64
        } else {
            0.0f64
        }
    }
}

impl OneValue {
    pub fn encode_native<T: DoubleType, W: Write>(
        &self,
        w: &mut W,
        array: &PrimitiveArray<T>,
    ) -> Result<()> {
        let val = array.iter().find(|v| v.is_some());
        let val = match val {
            Some(Some(v)) => *v,
            _ => T::default(),
        };
        let _ = w.write(val.to_le_bytes().as_ref())?;
        Ok(())
    }

    pub fn decode_native<T: DoubleType>(
        &self,
        mut input: &[u8],
        length: usize,
        array: &mut Vec<T>,
    ) -> Result<()> {
        let mut bs = vec![0u8; std::mem::size_of::<T>()];
        input.read_exact(&mut bs)?;
        let a: T::Bytes = match bs.as_slice().try_into() {
            Ok(a) => a,
            Err(_) => unreachable!(),
        };
        let val = T::from_le_bytes(a);
        array.extend(std::iter::repeat(val).take(length));
        Ok(())
    }
}