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
use crate::onnx::result::{OnnxError, OnnxResult, ToOnnxLoadResult};
use std::fs::File;
use std::io::{Read, Seek, SeekFrom};
use std::path::{Component, Path, PathBuf};
use itertools::Itertools;
use rand::Rng;

pub trait ExternalDataLoader {
    fn load_external_data(&mut self, location: &Path, offset: usize, length: Option<usize>, length_guess: usize) -> OnnxResult<Vec<u8>>;
}

#[derive(Debug)]
pub struct NoExternalData;

#[derive(Debug)]
pub struct DummyExternalData<R: Rng>(pub R);

#[derive(Debug)]
pub struct PathExternalData(pub PathBuf);

impl ExternalDataLoader for NoExternalData {
    fn load_external_data(&mut self, location: &Path, _: usize, _: Option<usize>, _: usize) -> OnnxResult<Vec<u8>> {
        panic!(
            "External data not allowed, trying to read from '{}'",
            location.display()
        );
    }
}

impl<R: Rng> ExternalDataLoader for DummyExternalData<R> {
    fn load_external_data(&mut self, _: &Path, _: usize, _: Option<usize>, length_guess: usize) -> OnnxResult<Vec<u8>> {
        Ok((0..length_guess).map(|_| self.0.gen()).collect_vec())
    }
}

impl ExternalDataLoader for PathExternalData {
    fn load_external_data(&mut self, location: &Path, offset: usize, length: Option<usize>, _: usize) -> OnnxResult<Vec<u8>> {
        if !path_is_normal(location) {
            return Err(OnnxError::NonNormalExternalDataPath(location.to_owned()));
        }

        let path = self.0.join(location);

        let mut file = File::open(&path).unwrap_or_else(|_| panic!("Failed to open file {:?}", path));
        file.seek(SeekFrom::Start(offset as u64)).to_onnx_result(&path)?;

        let mut buffer = vec![];

        if let Some(length) = length {
            buffer.resize(length, 0);
            file.read_exact(&mut buffer).to_onnx_result(&path)?;
        } else {
            file.read_to_end(&mut buffer).to_onnx_result(&path)?;
        }

        Ok(buffer)
    }
}

fn path_is_normal(path: &Path) -> bool {
    path.components().all(|c| matches!(c, Component::Normal(_)))
}