use crate::types::Value; use crate::vdbe::Register; use crate::vector::distance::{euclidean::Euclidean, DistanceCalculator}; use crate::LimboError; use crate::Result; pub mod distance; pub mod vector_types; use vector_types::*; pub fn vector32(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector32 requires exactly one argument".to_string(), )); } let x = parse_vector(&args[0], Some(VectorType::Float32))?; // Extract the Vec from Value if let Value::Blob(data) = vector_serialize_f32(x) { Ok(Value::Blob(data)) } else { Err(LimboError::ConversionError( "Failed to serialize vector".to_string(), )) } } pub fn vector64(args: &[Register]) -> Result { if args.len() != 1 { return Err(LimboError::ConversionError( "vector64 requires exactly one argument".to_string(), )); } let x = parse_vector(&args[0], Some(VectorType::Float64))?; // Extract the Vec from Value if let Value::Blob(data) = vector_serialize_f64(x) { Ok(Value::Blob(data)) } else { Err(LimboError::ConversionError( "Failed to serialize vector".to_string(), )) } } 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_owned_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_type = vector_type(blob)?; let vector = vector_deserialize(vector_type, blob)?; Ok(Value::build_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 = do_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)?; // Validate that both vectors have the same dimensions and type if x.dims != y.dims { return Err(LimboError::ConversionError( "Vectors must have the same dimensions".to_string(), )); } if x.vector_type != y.vector_type { return Err(LimboError::ConversionError( "Vectors must be of the same type".to_string(), )); } let dist = Euclidean::calculate(&x, &y)?; Ok(Value::Float(dist)) }