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(_)))
}