use crate::types::Value; use crate::types::ValueType; use crate::vdbe::Register; use crate::LimboError; use crate::Result; pub mod operations; pub mod vector_types; use vector_types::*; pub fn parse_vector(value: &Register, type_hint: Option) -> Result { match value.get_value().value_type() { ValueType::Text => operations::text::vector_from_text( type_hint.unwrap_or(VectorType::Float32Dense), value.get_value().to_text().expect("value must be text"), ), ValueType::Blob => { let Some(blob) = value.get_value().to_blob() else { return Err(LimboError::ConversionError( "Invalid vector value".to_string(), )); }; Vector::from_slice(blob) } _ => Err(LimboError::ConversionError( "Invalid vector type".to_string(), )), } } pub fn vector32(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector32 requires exactly one argument".to_string(), )); } let vector = parse_vector(&args[0], Some(VectorType::Float32Dense))?; let vector = operations::convert::vector_convert(vector, VectorType::Float32Dense)?; Ok(operations::serialize::vector_serialize(vector)) } pub fn vector32_sparse(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector32_sparse requires exactly one argument".to_string(), )); } let vector = parse_vector(&args[0], Some(VectorType::Float32Sparse))?; let vector = operations::convert::vector_convert(vector, VectorType::Float32Sparse)?; Ok(operations::serialize::vector_serialize(vector)) } pub fn vector64(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector64 requires exactly one argument".to_string(), )); } let vector = parse_vector(&args[0], Some(VectorType::Float64Dense))?; let vector = operations::convert::vector_convert(vector, VectorType::Float64Dense)?; Ok(operations::serialize::vector_serialize(vector)) } pub fn vector_extract(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector_extract requires exactly one argument".to_string(), )); } let blob = match &args[0].get_value() { Value::Blob(b) => b, _ => { return Err(LimboError::ConversionError( "Expected blob value".to_string(), )) } }; if blob.is_empty() { return Ok(Value::build_text("[]")); } let vector = Vector::from_vec(blob.to_vec())?; Ok(Value::build_text(operations::text::vector_to_text(&vector))) } pub fn vector_distance_cos(args: &[Register]) -> Result { if args.len() != 2 { return Err(LimboError::ConversionError( "vector_distance_cos requires exactly two arguments".to_string(), )); } let x = parse_vector(&args[0], None)?; let y = parse_vector(&args[1], None)?; let dist = operations::distance_cos::vector_distance_cos(&x, &y)?; Ok(Value::Float(dist)) } pub fn vector_distance_l2(args: &[Register]) -> Result { if args.len() != 2 { return Err(LimboError::ConversionError( "distance_l2 requires exactly two arguments".to_string(), )); } let x = parse_vector(&args[0], None)?; let y = parse_vector(&args[1], None)?; let dist = operations::distance_l2::vector_distance_l2(&x, &y)?; Ok(Value::Float(dist)) } pub fn vector_distance_jaccard(args: &[Register]) -> Result { if args.len() != 2 { return Err(LimboError::ConversionError( "distance_jaccard requires exactly two arguments".to_string(), )); } let x = parse_vector(&args[0], None)?; let y = parse_vector(&args[1], None)?; let dist = operations::jaccard::vector_distance_jaccard(&x, &y)?; Ok(Value::Float(dist)) } pub fn vector_concat(args: &[Register]) -> Result { if args.len() != 2 { return Err(LimboError::InvalidArgument( "concat requires exactly two arguments".into(), )); } let x = parse_vector(&args[0], None)?; let y = parse_vector(&args[1], None)?; let vector = operations::concat::vector_concat(&x, &y)?; Ok(operations::serialize::vector_serialize(vector)) } pub fn vector_slice(args: &[Register]) -> Result { if args.len() != 3 { return Err(LimboError::InvalidArgument( "vector_slice requires exactly three arguments".into(), )); } let vector = parse_vector(&args[0], None)?; let start_index = args[1] .get_value() .as_int() .ok_or_else(|| LimboError::InvalidArgument("start index must be an integer".into()))?; let end_index = args[2] .get_value() .as_int() .ok_or_else(|| LimboError::InvalidArgument("end_index must be an integer".into()))?; if start_index < 0 || end_index < 0 { return Err(LimboError::InvalidArgument( "start index and end_index must be non-negative".into(), )); } let result = operations::slice::vector_slice(&vector, start_index as usize, end_index as usize)?; Ok(operations::serialize::vector_serialize(result)) }