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139 lines (124 loc) · 4.96 KB
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use aws_sdk_bedrockruntime::types as aws_bedrock;
use rig::{
completion::CompletionError,
message::{DocumentSourceKind, Image, ImageMediaType, MimeType},
};
use base64::{Engine, prelude::BASE64_STANDARD};
#[derive(Clone)]
pub struct RigImage(pub Image);
impl TryFrom<RigImage> for aws_bedrock::ImageBlock {
type Error = CompletionError;
fn try_from(image: RigImage) -> Result<Self, Self::Error> {
let maybe_format: Option<Result<aws_bedrock::ImageFormat, CompletionError>> =
image.0.media_type.map(|f| match f {
ImageMediaType::JPEG => Ok(aws_bedrock::ImageFormat::Jpeg),
ImageMediaType::PNG => Ok(aws_bedrock::ImageFormat::Png),
ImageMediaType::GIF => Ok(aws_bedrock::ImageFormat::Gif),
ImageMediaType::WEBP => Ok(aws_bedrock::ImageFormat::Webp),
e => Err(CompletionError::ProviderError(format!(
"Unsupported format {}",
e.to_mime_type()
))),
});
let format = match maybe_format {
Some(Ok(image_format)) => Ok(Some(image_format)),
Some(Err(err)) => Err(err),
None => Ok(None),
}?;
let DocumentSourceKind::Base64(data) = image.0.data else {
return Err(CompletionError::RequestError(
"Only base64 encoded strings are allowed for image input on AWS Bedrock".into(),
));
};
let img_data = BASE64_STANDARD
.decode(data)
.map_err(|e| CompletionError::ProviderError(e.to_string()))?;
let blob = aws_smithy_types::Blob::new(img_data);
let result = aws_bedrock::ImageBlock::builder()
.set_format(format)
.source(aws_bedrock::ImageSource::Bytes(blob))
.build()
.map_err(|e| CompletionError::ProviderError(e.to_string()))?;
Ok(result)
}
}
impl TryFrom<aws_bedrock::ImageBlock> for RigImage {
type Error = CompletionError;
fn try_from(image: aws_bedrock::ImageBlock) -> Result<Self, Self::Error> {
let media_type = match image.format {
aws_bedrock::ImageFormat::Gif => Ok(ImageMediaType::GIF),
aws_bedrock::ImageFormat::Jpeg => Ok(ImageMediaType::JPEG),
aws_bedrock::ImageFormat::Png => Ok(ImageMediaType::PNG),
aws_bedrock::ImageFormat::Webp => Ok(ImageMediaType::WEBP),
e => Err(CompletionError::ProviderError(format!(
"Unsupported format {e}"
))),
}?;
let data = match image.source {
Some(aws_bedrock::ImageSource::Bytes(blob)) => {
let encoded_img = BASE64_STANDARD.encode(blob.into_inner());
Ok(encoded_img)
}
_ => Err(CompletionError::ProviderError(
"Image source is missing".into(),
)),
}?;
Ok(RigImage(Image {
data: DocumentSourceKind::Base64(data),
media_type: Some(media_type),
detail: None,
additional_params: None,
}))
}
}
#[cfg(test)]
mod tests {
use aws_sdk_bedrockruntime::types as aws_bedrock;
use base64::{Engine, prelude::BASE64_STANDARD};
use rig::{
completion::CompletionError,
message::{DocumentSourceKind, Image, ImageMediaType},
};
use super::RigImage;
#[test]
fn test_image_to_aws_image() {
let encoded_str = BASE64_STANDARD.encode("img_data");
let rig_image = RigImage(Image {
data: DocumentSourceKind::Base64(encoded_str),
media_type: Some(ImageMediaType::JPEG),
detail: None,
additional_params: None,
});
let aws_image: Result<aws_bedrock::ImageBlock, _> = rig_image.clone().try_into();
assert!(aws_image.is_ok());
let aws_image = aws_image.unwrap();
assert_eq!(aws_image.format, aws_bedrock::ImageFormat::Jpeg);
let DocumentSourceKind::Base64(data) = rig_image.0.data else {
panic!("This shouldn't fail since AWS Bedrock only supports base64 encoded strings!")
};
let img_data = BASE64_STANDARD.decode(data).unwrap();
let aws_image_bytes = aws_image
.source()
.unwrap()
.as_bytes()
.unwrap()
.as_ref()
.to_owned();
assert_eq!(aws_image_bytes, img_data)
}
#[test]
fn test_unsupported_image_to_aws_image() {
let encoded_str = BASE64_STANDARD.encode("img_data");
let rig_image = RigImage(Image {
data: DocumentSourceKind::Base64(encoded_str),
media_type: Some(ImageMediaType::HEIC),
detail: None,
additional_params: None,
});
let aws_image: Result<aws_bedrock::ImageBlock, _> = rig_image.clone().try_into();
assert_eq!(
aws_image.err().unwrap().to_string(),
CompletionError::ProviderError("Unsupported format image/heic".into()).to_string()
)
}
}