dspk-core 0.0.3

Core types for dspk: recordings, buffers, time, masks, windows, and the CubeCL compute layer with run-time device choice (wgpu, CUDA, HIP, CPU)
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
94
95
96
97
98
99
100
101
102
103
104

use serde::{Deserialize, Serialize};

/// Numeric type of the samples as stored on disk (always little-endian).
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "lowercase")]
pub enum SampleFormat {
    I8,
    I16,
    U16,
    I32,
    F32,
    F64,
}

impl SampleFormat {
    pub const ALL: [SampleFormat; 6] =
        [SampleFormat::I8, SampleFormat::I16, SampleFormat::U16, SampleFormat::I32, SampleFormat::F32, SampleFormat::F64];

    pub const fn bytes(self) -> usize {
        match self {
            SampleFormat::I8 => 1,
            SampleFormat::I16 | SampleFormat::U16 => 2,
            SampleFormat::I32 | SampleFormat::F32 => 4,
            SampleFormat::F64 => 8,
        }
    }

    /// Canonical name (NumPy / Zarr spelling: `int16`, `float32`, …).
    pub const fn name(self) -> &'static str {
        match self {
            SampleFormat::I8 => "int8",
            SampleFormat::I16 => "int16",
            SampleFormat::U16 => "uint16",
            SampleFormat::I32 => "int32",
            SampleFormat::F32 => "float32",
            SampleFormat::F64 => "float64",
        }
    }

    /// Decodes `out.len()` contiguous little-endian samples of this format from `bytes`, scaled
    /// to `stored · gain + offset`.
    ///
    /// # Panics
    /// If `bytes` holds fewer than `out.len()` samples.
    pub fn decode(self, bytes: &[u8], out: &mut [f32], gain: f32, offset: f32) {
        fn run<const B: usize>(bytes: &[u8], out: &mut [f32], gain: f32, offset: f32, value: impl Fn([u8; B]) -> f32) {
            assert!(bytes.len() >= out.len() * B, "{} bytes hold fewer than {} samples", bytes.len(), out.len());
            for (o, b) in out.iter_mut().zip(bytes.as_chunks::<B>().0) {
                *o = value(*b) * gain + offset;
            }
        }
        match self {
            SampleFormat::I8 => run::<1>(bytes, out, gain, offset, |b| i8::from_le_bytes(b) as f32),
            SampleFormat::I16 => run::<2>(bytes, out, gain, offset, |b| i16::from_le_bytes(b) as f32),
            SampleFormat::U16 => run::<2>(bytes, out, gain, offset, |b| u16::from_le_bytes(b) as f32),
            SampleFormat::I32 => run::<4>(bytes, out, gain, offset, |b| i32::from_le_bytes(b) as f32),
            SampleFormat::F32 => run::<4>(bytes, out, gain, offset, f32::from_le_bytes),
            SampleFormat::F64 => run::<8>(bytes, out, gain, offset, |b| f64::from_le_bytes(b) as f32),
        }
    }

    /// Parses common spellings: `i16`/`int16`/`<i2`, `f32`/`float32`/`float32-le`, ….
    pub fn parse(s: &str) -> Option<Self> {
        match s.trim().to_ascii_lowercase().trim_end_matches("-le") {
            "i8" | "int8" | "<i1" | "|i1" => Some(SampleFormat::I8),
            "i16" | "int16" | "<i2" => Some(SampleFormat::I16),
            "u16" | "uint16" | "<u2" => Some(SampleFormat::U16),
            "i32" | "int32" | "<i4" => Some(SampleFormat::I32),
            "f32" | "float32" | "float" | "<f4" => Some(SampleFormat::F32),
            "f64" | "float64" | "double" | "<f8" => Some(SampleFormat::F64),
            _ => None,
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn decode_scales_every_format() {
        let mut out = [0.0f32; 2];
        SampleFormat::I16.decode(&[0x10, 0x00, 0xF0, 0xFF], &mut out, 0.5, 1.0);
        assert_eq!(out, [9.0, -7.0]);
        SampleFormat::U16.decode(&[0xFF, 0xFF, 0x00, 0x00], &mut out, 1.0, 0.0);
        assert_eq!(out, [65535.0, 0.0]);
        SampleFormat::F64.decode(&[1.5f64.to_le_bytes(), (-2.0f64).to_le_bytes()].concat(), &mut out, 2.0, 0.0);
        assert_eq!(out, [3.0, -4.0]);
    }

    #[test]
    fn test_parse_and_size() {
        assert_eq!(SampleFormat::parse("int16"), Some(SampleFormat::I16));
        assert_eq!(SampleFormat::parse("float32-le"), Some(SampleFormat::F32));
        assert_eq!(SampleFormat::parse("<u2"), Some(SampleFormat::U16));
        assert_eq!(SampleFormat::parse("<f8"), Some(SampleFormat::F64));
        assert_eq!(SampleFormat::parse("complex64"), None);
        assert_eq!(SampleFormat::I16.bytes(), 2);
        assert_eq!(SampleFormat::F64.bytes(), 8);
        for f in SampleFormat::ALL {
            assert_eq!(SampleFormat::parse(f.name()), Some(f));
        }
    }
}