use image::DynamicImage;
use mistralrs_core::AudioInput;
use mistralrs_core::MistralRs;
use std::error::Error;
use std::sync::Arc;
use tokio::{
fs::{self, File},
io::AsyncReadExt,
};
pub async fn parse_image_url(url_unparsed: &str) -> Result<DynamicImage, anyhow::Error> {
let url = if let Ok(url) = url::Url::parse(url_unparsed) {
url
} else if File::open(url_unparsed).await.is_ok() {
url::Url::from_file_path(std::path::absolute(url_unparsed)?)
.map_err(|_| anyhow::anyhow!("Could not parse file path: {}", url_unparsed))?
} else {
anyhow::bail!(
"Invalid source '{}': not a valid URL (http/https/data) and file not found on server. \
Use a full URL, a data URL, or an absolute file path that exists on the server.",
url_unparsed
)
};
let bytes = if url.scheme() == "http" || url.scheme() == "https" {
match reqwest::get(url.clone()).await {
Ok(http_resp) => http_resp.bytes().await?.to_vec(),
Err(e) => anyhow::bail!(e),
}
} else if url.scheme() == "file" {
let path = url
.to_file_path()
.map_err(|_| anyhow::anyhow!("Could not parse file path: {}", url))?;
if let Ok(mut f) = File::open(&path).await {
let metadata = fs::metadata(&path).await?;
let mut buffer = vec![0; metadata.len() as usize];
f.read_exact(&mut buffer).await?;
buffer
} else {
anyhow::bail!("Could not open file at path: {}", url);
}
} else if url.scheme() == "data" {
let data_url = data_url::DataUrl::process(url.as_str())?;
data_url.decode_to_vec()?.0
} else {
anyhow::bail!("Unsupported URL scheme: {}", url.scheme());
};
Ok(image::load_from_memory(&bytes)?)
}
pub async fn parse_audio_url(url_unparsed: &str) -> Result<AudioInput, anyhow::Error> {
let url = if let Ok(url) = url::Url::parse(url_unparsed) {
url
} else if File::open(url_unparsed).await.is_ok() {
url::Url::from_file_path(std::path::absolute(url_unparsed)?)
.map_err(|_| anyhow::anyhow!("Could not parse file path: {}", url_unparsed))?
} else {
anyhow::bail!(
"Invalid source '{}': not a valid URL (http/https/data) and file not found on server. \
Use a full URL, a data URL, or an absolute file path that exists on the server.",
url_unparsed
)
};
let bytes = if url.scheme() == "http" || url.scheme() == "https" {
match reqwest::get(url.clone()).await {
Ok(http_resp) => http_resp.bytes().await?.to_vec(),
Err(e) => anyhow::bail!(e),
}
} else if url.scheme() == "file" {
let path = url
.to_file_path()
.map_err(|_| anyhow::anyhow!("Could not parse file path: {}", url))?;
if let Ok(mut f) = File::open(&path).await {
let metadata = fs::metadata(&path).await?;
let mut buffer = vec![0; metadata.len() as usize];
f.read_exact(&mut buffer).await?;
buffer
} else {
anyhow::bail!("Could not open file at path: {}", url);
}
} else if url.scheme() == "data" {
let data_url = data_url::DataUrl::process(url.as_str())?;
data_url.decode_to_vec()?.0
} else {
anyhow::bail!("Unsupported URL scheme: {}", url.scheme());
};
AudioInput::from_bytes(&bytes)
}
pub fn validate_model_name(
requested_model: &str,
state: Arc<MistralRs>,
) -> Result<(), anyhow::Error> {
if requested_model == "default" {
return Ok(());
}
if state
.model_exists(requested_model)
.map_err(|e| anyhow::anyhow!("Failed to resolve model: {}", e))?
{
return Ok(());
}
let available_models = state
.list_models()
.map_err(|e| anyhow::anyhow!("Failed to get available models: {}", e))?;
if available_models.is_empty() {
anyhow::bail!("No models are currently loaded.");
}
anyhow::bail!(
"Requested model '{}' is not available. Available models: {}. Use 'default' to use the default model.",
requested_model,
available_models.join(", ")
)
}
pub fn sanitize_error_message(error: &(dyn Error + 'static)) -> String {
let mut current: &dyn Error = error;
while let Some(source) = current.source() {
current = source;
}
current.to_string()
}
#[cfg(test)]
mod tests {
use image::GenericImageView;
use super::*;
#[tokio::test]
async fn test_parse_image_url() {
let url = "https://www.rust-lang.org/logos/rust-logo-32x32.png";
let image = parse_image_url(url).await.unwrap();
assert_eq!(image.dimensions(), (32, 32));
let url = "http://www.rust-lang.org/logos/rust-logo-32x32.png";
let image = parse_image_url(url).await.unwrap();
assert_eq!(image.dimensions(), (32, 32));
let url = "resources/rust-logo-32x32.png";
let image = parse_image_url(url).await.unwrap();
assert_eq!(image.dimensions(), (32, 32));
let absolute_path = std::path::absolute(url).unwrap();
let url = format!("file://{}", absolute_path.as_os_str().to_str().unwrap());
let image = parse_image_url(&url).await.unwrap();
assert_eq!(image.dimensions(), (32, 32));
let url = "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";
let url = format!("data:image/png;base64,{url}");
let image = parse_image_url(&url).await.unwrap();
assert_eq!(image.dimensions(), (32, 32));
let audio_b64 = "UklGRiYAAABXQVZFZm10IBAAAAABAAEAQB8AAIA+AAACABAAZGF0YQIAAAAAAA==";
let url = format!("data:audio/wav;base64,{audio_b64}");
let audio = parse_audio_url(&url).await.unwrap();
assert_eq!(audio.sample_rate, 8000);
assert_eq!(audio.samples.len(), 1);
}
#[test]
fn test_sanitize_error_message_with_backtrace() {
let error_with_backtrace = "Failed to parse Forge Provider response: A weight is negative, too large or not a valid number
0: candle_core::error::Error::bt
1: mistralrs_core::sampler::Sampler::sample_multinomial
2: mistralrs_core::sampler::Sampler::sample_top_kp_min_p
3: mistralrs_core::sampler::Sampler::sample
4: mistralrs_core::pipeline::sampling::sample_sequence::{{closure}}";
struct TestError(String);
impl std::fmt::Display for TestError {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "{}", self.0)
}
}
impl std::fmt::Debug for TestError {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "{}", self.0)
}
}
impl std::error::Error for TestError {}
let error = TestError(error_with_backtrace.to_string());
let sanitized = sanitize_error_message(&error);
assert_eq!(sanitized, error_with_backtrace);
}
#[test]
fn test_sanitize_error_message_without_backtrace() {
let simple_error = "Simple error message without backtrace";
struct TestError(String);
impl std::fmt::Display for TestError {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "{}", self.0)
}
}
impl std::fmt::Debug for TestError {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "{}", self.0)
}
}
impl std::error::Error for TestError {}
let error = TestError(simple_error.to_string());
let sanitized = sanitize_error_message(&error);
assert_eq!(sanitized, simple_error);
}
#[test]
fn test_sanitize_error_message_with_chain() {
use std::fmt;
#[derive(Debug)]
struct RootError;
impl fmt::Display for RootError {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
write!(f, "Root cause: Database connection failed")
}
}
impl std::error::Error for RootError {}
#[derive(Debug)]
struct MiddleError(Box<dyn std::error::Error>);
impl fmt::Display for MiddleError {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
write!(f, "Middle error: Service unavailable")
}
}
impl std::error::Error for MiddleError {
fn source(&self) -> Option<&(dyn std::error::Error + 'static)> {
Some(&*self.0)
}
}
#[derive(Debug)]
struct TopError(Box<dyn std::error::Error>);
impl fmt::Display for TopError {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
write!(
f,
"Top error: Request failed with backtrace\n 0: some::module::function"
)
}
}
impl std::error::Error for TopError {
fn source(&self) -> Option<&(dyn std::error::Error + 'static)> {
Some(&*self.0)
}
}
let root = RootError;
let middle = MiddleError(Box::new(root));
let top = TopError(Box::new(middle));
let sanitized = sanitize_error_message(&top);
assert_eq!(sanitized, "Root cause: Database connection failed");
assert!(!sanitized.contains("backtrace"));
assert!(!sanitized.contains("Request failed"));
}
}