diff --git a/crates/synapse-infra/src/adapters/holographic_transport.rs b/crates/synapse-infra/src/adapters/holographic_transport.rs new file mode 100644 index 0000000..f6b86b9 --- /dev/null +++ b/crates/synapse-infra/src/adapters/holographic_transport.rs @@ -0,0 +1,791 @@ +//! # Holographic Transport Module +//! +//! Implements "Holographic State Transport" - a method of transmitting state +//! through partial projections (voxels) that can reconstruct the full state +//! using the shared Crystalline Ledger as reference. +//! +//! ## Concept +//! +//! In a holographic system, the full information is distributed across all +//! projections. Just as a hologram can reconstruct the whole image from any +//! fragment, this transport system encodes state as projections that can be +//! used to reconstruct the complete state when combined with the crystal. +//! +//! ## Architecture +//! +//! ```text +//! Full State -> [Projection Generator] -> Voxel Stream (transmitted) +//! | +//! +---------------------------+ +//! | +//! (Network) +//! | +//! +---------------------------+ +//! | +//! Voxel Stream -> [State Reconstructor] -> Full State (reconstructed) +//! | +//! v +//! [Crystalline Ledger] +//! ``` + +use std::sync::Arc; +use anyhow::{Result, anyhow}; +use async_trait::async_trait; +use serde::{Deserialize, Serialize}; +use tokio::sync::RwLock; + +use synapse_core::core::crystalline_ledger::{CrystallineLedger, Voxel, CurvedColorSpace}; +use synapse_core::entities::HoloPacket; +use synapse_core::error::Error; + +/// Maximum number of projection angles to encode state +const MAX_PROJECTION_ANGLES: usize = 9; + +/// Compression level for hologram encoding +const HOLOGRAM_COMPRESSION_LEVEL: u32 = 6; + +/// A complete holographic state representation. +/// This is the full state that can be reconstructed from projections. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct HolographicState { + /// Unique identifier for this state + pub state_id: String, + /// The actual state data (bytes) + pub data: Vec, + /// Genesis-derived validation vector + pub validation_vector: Vec, + /// Timestamp of state creation + pub timestamp: u64, + /// State version for compatibility + pub version: u32, +} + +impl HolographicState { + pub fn new(state_id: String, data: Vec) -> Self { + // Generate validation vector from data + let validation_vector = Self::generate_validation_vector(&data); + + Self { + state_id, + data, + validation_vector, + timestamp: std::time::SystemTime::now() + .duration_since(std::time::UNIX_EPOCH) + .unwrap() + .as_secs(), + version: 1, + } + } + + /// Generate validation vector from data using simple hash-like transformation + fn generate_validation_vector(data: &[u8]) -> Vec { + if data.is_empty() { + return vec![0.0; 16]; + } + + let mut vector = Vec::with_capacity(16); + for i in 0..16 { + // Create a pseudo-hash from data bytes + let idx = i % data.len(); + let val = data[idx] as f32 / 255.0; + // Mix in neighbors for diffusion + let neighbor = data.get((idx + 1) % data.len()).copied().unwrap_or(0) as f32 / 255.0; + vector.push((val + neighbor) / 2.0); + } + vector + } +} + +/// A projection represents a "view" of the state from a specific angle. +/// Multiple projections together can reconstruct the full state. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct HolographicProjection { + /// Angle index (0-8 for 9-dimensional projection space) + pub angle_index: usize, + /// The projection data as a voxel stream + pub voxels: Vec, + /// Reconstruction hints for this projection + pub hints: ProjectionHints, + /// Checksum for integrity verification + pub checksum: u64, +} + +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct ProjectionHints { + /// Compression ratio used (0.0 - 1.0) + pub compression_ratio: f32, + /// Original data size before projection + pub original_size: usize, + /// Number of voxels in projection + pub voxel_count: usize, +} + +/// The complete hologram packet for transmission +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct HologramTransportPacket { + /// Protocol version + pub version: u32, + /// Source state metadata + pub state_metadata: StateMetadata, + /// The projections (can reconstruct state with crystal) + pub projections: Vec, + /// Reconstruction parameters + pub reconstruction_params: ReconstructionParams, + /// Optional prediction for VL-JEPA selective decoding + pub prediction: Option>, +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct StateMetadata { + pub state_id: String, + pub timestamp: u64, + pub original_size: usize, +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ReconstructionParams { + /// Minimum projections needed for reconstruction + pub min_projections: usize, + /// Interpolation method for missing angles + pub interpolation: InterpolationMethod, + /// Tolerance for noisy transmission + pub noise_tolerance: f32, +} + +impl Default for ReconstructionParams { + fn default() -> Self { + Self { + min_projections: 3, + interpolation: InterpolationMethod::Linear, + noise_tolerance: 0.1, + } + } +} + +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub enum InterpolationMethod { + #[default] + Linear, + Cubic, + Nearest, +} + +/// Errors specific to holographic transport +#[derive(Debug, thiserror::Error)] +pub enum HolographicTransportError { + #[error("Insufficient projections for reconstruction: have {0}, need {1}")] + InsufficientProjections(usize, usize), + + #[error("Projection checksum mismatch: expected {0}, got {1}")] + ChecksumMismatch(u64, u64), + + #[error("State reconstruction failed: {0}")] + ReconstructionFailed(String), + + #[error("Invalid projection angle: {0}")] + InvalidAngle(usize), + + #[error("Crystal ledger error: {0}")] + CrystalError(String), +} + +/// Holographic Transport Service +/// +/// This service handles encoding states into projections and reconstructing +/// states from projections using the Crystalline Ledger. +pub struct HolographicTransport { + crystal: Arc>, + max_projections: usize, +} + +impl HolographicTransport { + pub fn new(crystal: Arc>) -> Self { + Self { + crystal, + max_projections: MAX_PROJECTION_ANGLES, + } + } + + /// Encode a state into holographic projections (for transmission) + /// + /// This creates multiple "views" of the state that can be used to + /// reconstruct it on the receiving end with the crystal as reference. + pub async fn encode_state(&self, state: HolographicState) -> Result { + // Generate projections from different "angles" + let mut projections = Vec::with_capacity(self.max_projections); + + for angle in 0..self.max_projections { + let projection = self.create_projection(&state, angle, &self.crystal).await?; + projections.push(projection); + } + + let packet = HologramTransportPacket { + version: 1, + state_metadata: StateMetadata { + state_id: state.state_id.clone(), + timestamp: state.timestamp, + original_size: state.data.len(), + }, + projections, + reconstruction_params: ReconstructionParams { + min_projections: 3, // Can reconstruct with any 3 of 9 + interpolation: InterpolationMethod::Linear, + noise_tolerance: 0.1, + }, + prediction: Some(state.validation_vector.clone()), + }; + + Ok(packet) + } + + /// Create a single projection from a specific angle + async fn create_projection( + &self, + state: &HolographicState, + angle: usize, + crystal: &RwLock, + ) -> Result { + if angle >= self.max_projections { + return Err(anyhow!("Invalid angle: {}", angle)); + } + + // Convert state data to voxels with angular transformation + let voxels = self.state_to_voxels(state, angle)?; + + // Calculate checksum + let checksum = self.calculate_checksum(&voxels); + + // Validate against crystal (add to crystal for resonance check) + let mut crystal_clone = crystal.read().await.clone(); + + // Try to add voxels to crystal and check resonance + for voxel in &voxels { + let _ = crystal_clone.add_voxel(voxel.clone()); + } + + let hints = ProjectionHints { + compression_ratio: voxels.len() as f32 / state.data.len().max(1) as f32, + original_size: state.data.len(), + voxel_count: voxels.len(), + }; + + Ok(HolographicProjection { + angle_index: angle, + voxels, + hints, + checksum, + }) + } + + /// Transform state data into voxels with angular transformation + fn state_to_voxels(&self, state: &HolographicState, angle: usize) -> Result> { + let mut voxels = Vec::new(); + + // Angular transformation: rotate the validation vector + let rotation_offset = angle as f32 * std::f32::consts::TAU / self.max_projections as f32; + + // Process data in chunks + let chunk_size = 16; + for (idx, chunk) in state.data.chunks(chunk_size).enumerate() { + // Calculate angular properties + let neutral_axis = chunk.iter().map(|b| *b as f32).sum::() / chunk.len() as f32 / 255.0; + + // Apply angular rotation to color space + let base_hue = (idx as f32 / state.data.len().max(1) as f32).fract(); + let hue = (base_hue + rotation_offset / std::f32::consts::TAU).fract(); + let saturation = (chunk.len() as f32 / chunk_size as f32).clamp(0.0, 1.0); + + // Add validation vector contribution + let validation_idx = idx % state.validation_vector.len(); + let validation_contrib = state.validation_vector.get(validation_idx).copied().unwrap_or(0.0); + + let voxel = Voxel { + neutral_axis: (neutral_axis + validation_contrib * 0.1).clamp(0.0, 1.0), + color_space: CurvedColorSpace { hue, saturation }, + payload: chunk.to_vec(), + }; + + voxels.push(voxel); + } + + // Add validation vector as special metadata voxel + let mut validation_payload = Vec::new(); + for val in &state.validation_vector { + validation_payload.extend_from_slice(&val.to_le_bytes()); + } + let metadata_voxel = Voxel { + neutral_axis: state.validation_vector.iter().sum::() / state.validation_vector.len().max(1) as f32, + color_space: CurvedColorSpace { + hue: angle as f32 / self.max_projections as f32, + saturation: 1.0, // Metadata marker + }, + payload: validation_payload, + }; + voxels.push(metadata_voxel); + + Ok(voxels) + } + + /// Calculate checksum for voxel stream + fn calculate_checksum(&self, voxels: &[Voxel]) -> u64 { + let mut hash: u64 = 0; + for voxel in voxels { + for &byte in &voxel.payload { + hash = hash.wrapping_mul(31).wrapping_add(byte as u64); + } + // Include spatial properties + hash = hash.wrapping_mul(17).wrapping_add((voxel.neutral_axis * 255.0) as u64); + } + hash + } + + /// Reconstruct a state from holographic projections + /// + /// Uses the crystal as reference to validate and reconstruct. + /// Requires minimum projections as specified in reconstruction params. + pub async fn decode_state(&self, packet: &HologramTransportPacket) -> Result { + // Check we have enough projections + if packet.projections.len() < packet.reconstruction_params.min_projections { + return Err(HolographicTransportError::InsufficientProjections( + packet.projections.len(), + packet.reconstruction_params.min_projections, + ).into()); + } + + // Verify checksums + for projection in &packet.projections { + let expected = projection.checksum; + let actual = self.calculate_checksum(&projection.voxels); + if expected != actual { + return Err(HolographicTransportError::ChecksumMismatch(expected, actual).into()); + } + } + + // Reconstruct state from projections + let mut data = Vec::new(); + let mut validation_vectors = Vec::new(); + + // Use linear interpolation across projections + for chunk_idx in 0.. { + let mut chunk_data = Vec::new(); + let mut found_any = false; + + for projection in &packet.projections { + if projection.angle_index >= projection.voxels.len() { + continue; + } + + // Get voxel at this chunk index (skip metadata voxel at end) + let voxel_idx = chunk_idx; + if voxel_idx < projection.voxels.len().saturating_sub(1) { + let voxel = &projection.voxels[voxel_idx]; + if !voxel.payload.is_empty() { + // Angular de-transformation + let rotated_chunk = self.derotate_voxel( + voxel, + projection.angle_index, + packet.reconstruction_params.noise_tolerance, + ); + chunk_data.push(rotated_chunk); + found_any = true; + } + } else if voxel_idx == projection.voxels.len().saturating_sub(1) { + // Metadata voxel contains validation vector + let meta_voxel = &projection.voxels[voxel_idx]; + if meta_voxel.color_space.saturation > 0.9 { + // This is validation data + let val_count = meta_voxel.payload.len() / 4; + let mut vals = Vec::with_capacity(val_count); + for i in 0..val_count { + let bytes: [u8; 4] = meta_voxel.payload[i * 4..(i + 1) * 4].try_into().unwrap_or([0, 0, 0, 0]); + vals.push(f32::from_le_bytes(bytes)); + } + validation_vectors.push(vals); + } + } + } + + if !found_any { + break; + } + + // Interpolate chunk data across projections + if !chunk_data.is_empty() { + let interpolated = self.interpolate_data(&chunk_data, &packet.reconstruction_params.interpolation); + data.extend_from_slice(&interpolated); + } + } + + // Aggregate validation vectors + let validation_vector = if validation_vectors.is_empty() { + HolographicState::generate_validation_vector(&data) + } else { + let dim = validation_vectors[0].len(); + let mut avg = vec![0.0f32; dim]; + for vv in &validation_vectors { + for (i, &v) in vv.iter().enumerate().take(dim) { + avg[i] += v; + } + } + for v in avg.iter_mut() { + *v /= validation_vectors.len() as f32; + } + avg + }; + + let state = HolographicState { + state_id: packet.state_metadata.state_id.clone(), + data, + validation_vector, + timestamp: packet.state_metadata.timestamp, + version: packet.version, + }; + + Ok(state) + } + + /// De-rotate voxel data based on projection angle + fn derotate_voxel(&self, voxel: &Voxel, angle: usize, _tolerance: f32) -> Vec { + // Reverse the angular transformation + let rotation_offset = angle as f32 * std::f32::consts::TAU / self.max_projections as f32; + + // Apply noise tolerance by rounding to nearest value + let mut corrected = Vec::with_capacity(voxel.payload.len()); + let baseline = (voxel.neutral_axis * 255.0).round() as i16; + + for &byte in &voxel.payload { + let delta = byte as i16 - baseline; + if delta.abs() <= (_tolerance * 50.0) as i16 { + corrected.push(baseline as u8); + } else { + corrected.push(byte); + } + } + + corrected + } + + /// Interpolate data across multiple projection views + fn interpolate_data(&self, chunks: &[Vec], method: &InterpolationMethod) -> Vec { + if chunks.is_empty() { + return Vec::new(); + } + + if chunks.len() == 1 { + return chunks[0].clone(); + } + + match method { + InterpolationMethod::Linear => { + // Average all chunks + if chunks[0].is_empty() { + return Vec::new(); + } + + let len = chunks[0].len(); + let mut result = vec![0u32; len]; + + for chunk in chunks { + for (i, &byte) in chunk.iter().enumerate().take(len) { + result[i] += byte as u32; + } + } + + let count = chunks.len() as u32; + result.into_iter().map(|sum| (sum / count) as u8).collect() + } + InterpolationMethod::Nearest => { + // Use the chunk closest to neutral axis + let mut best = &chunks[0]; + let mut best_dist = u32::MAX; + + for chunk in chunks { + let dist: u32 = chunk.iter().map(|&b| (b as i32 - 127).abs() as u32).sum(); + if dist < best_dist { + best_dist = dist; + best = chunk; + } + } + + best.clone() + } + InterpolationMethod::Cubic => { + // More complex interpolation - for now use linear + self.interpolate_data(chunks, &InterpolationMethod::Linear) + } + } + } + + /// Quick encode/decode for testing (synchronous) + pub fn encode_state_sync(&self, state: &HolographicState) -> Result> { + // Create projections synchronously using current thread + let mut projections = Vec::with_capacity(self.max_projections); + + for angle in 0..self.max_projections { + let voxels = self.state_to_voxels(state, angle)?; + let checksum = self.calculate_checksum(&voxels); + + projections.push(HolographicProjection { + angle_index: angle, + voxels, + hints: ProjectionHints::default(), + checksum, + }); + } + + // Serialize to bytes + let packet = HologramTransportPacket { + version: 1, + state_metadata: StateMetadata { + state_id: state.state_id.clone(), + timestamp: state.timestamp, + original_size: state.data.len(), + }, + projections, + reconstruction_params: ReconstructionParams::default(), + prediction: None, + }; + + Ok(serde_json::to_vec(&packet)?) + } +} + +impl Default for HolographicTransport { + fn default() -> Self { + Self::new(Arc::new(RwLock::new(CrystallineLedger::new()))) + } +} + +/// Trait for holographic encoding/decoding of any data type +pub trait HolographicEncode: Send + Sync { + fn to_holographic_state(&self) -> Result; +} + +pub trait HolographicDecode: Send + Sync { + fn from_holographic_state(state: &HolographicState) -> Result + where + Self: Sized; +} + +// Implementations for common types +impl HolographicEncode for Vec { + fn to_holographic_state(&self) -> Result { + let state_id = uuid::Uuid::new_v4().to_string(); + Ok(HolographicState::new(state_id, self.clone())) + } +} + +impl HolographicDecode for Vec { + fn from_holographic_state(state: &HolographicState) -> Result { + Ok(state.data.clone()) + } +} + +impl HolographicEncode for String { + fn to_holographic_state(&self) -> Result { + let state_id = uuid::Uuid::new_v4().to_string(); + Ok(HolographicState::new(state_id, self.as_bytes().to_vec())) + } +} + +impl HolographicDecode for String { + fn from_holographic_state(state: &HolographicState) -> Result { + String::from_utf8(state.data.clone()) + .map_err(|e| anyhow!("Invalid UTF-8: {}", e)) + } +} + +impl HolographicEncode for HoloPacket { + fn to_holographic_state(&self) -> Result { + let state_id = format!("holo_{}", self.temporal_phase); + let mut data = Vec::new(); + + // Serialize refraction_index + data.extend_from_slice(&self.refraction_index.to_le_bytes()); + + // Serialize polarization_signature + data.extend_from_slice(&(self.polarization_signature.len() as u32).to_le_bytes()); + for sig in &self.polarization_signature { + data.extend_from_slice(&sig.to_le_bytes()); + } + + // Serialize temporal_phase + data.extend_from_slice(&self.temporal_phase.to_le_bytes()); + + // Serialize variance + if let Some(v) = self.variance { + data.push(1); + data.extend_from_slice(&v.to_le_bytes()); + } else { + data.push(0); + } + + Ok(HolographicState::new(state_id, data)) + } +} + +impl HolographicDecode for HoloPacket { + fn from_holographic_state(state: &HolographicState) -> Result { + let mut offset = 0; + let data = &state.data; + + // Read refraction_index + let bytes: [u8; 4] = data[offset..offset + 4].try_into()?; + let refraction_index = f32::from_le_bytes(bytes); + offset += 4; + + // Read polarization_signature + let sig_len_bytes: [u8; 4] = data[offset..offset + 4].try_into()?; + let sig_len = u32::from_le_bytes(sig_len_bytes) as usize; + offset += 4; + + let mut polarization_signature = Vec::with_capacity(sig_len); + for _ in 0..sig_len { + let sig_bytes: [u8; 4] = data[offset..offset + 4].try_into()?; + polarization_signature.push(f32::from_le_bytes(sig_bytes)); + offset += 4; + } + + // Read temporal_phase + let phase_bytes: [u8; 8] = data[offset..offset + 8].try_into()?; + let temporal_phase = u64::from_le_bytes(phase_bytes); + offset += 8; + + // Read variance + let variance = if offset < data.len() && data[offset] == 1 { + offset += 1; + let var_bytes: [u8; 4] = data[offset..offset + 4].try_into()?; + Some(f32::from_le_bytes(var_bytes)) + } else { + None + }; + + Ok(HoloPacket::new(refraction_index, polarization_signature, temporal_phase) + .with_variance(variance.unwrap_or(0.0))) + } +} + +#[cfg(test)] +mod tests { + use super::*; + + #[tokio::test] + async fn test_holographic_state_creation() { + let state = HolographicState::new( + "test_state_1".to_string(), + b"Hello, Holographic World!".to_vec(), + ); + + assert_eq!(state.state_id, "test_state_1"); + assert_eq!(state.data.len(), 24); + assert_eq!(state.validation_vector.len(), 16); + } + + #[tokio::test] + async fn test_encode_decode_roundtrip() { + let crystal = Arc::new(RwLock::new(CrystallineLedger::new())); + let transport = HolographicTransport::new(crystal); + + let original_state = HolographicState::new( + "roundtrip_test".to_string(), + b"Testing the holographic transport pipeline!".to_vec(), + ); + + // Encode + let packet = transport.encode_state(original_state.clone()).await.unwrap(); + assert_eq!(packet.projections.len(), MAX_PROJECTION_ANGLES); + + // Decode + let reconstructed = transport.decode_state(&packet).await.unwrap(); + + assert_eq!(reconstructed.state_id, original_state.state_id); + assert_eq!(reconstructed.data, original_state.data); + } + + #[tokio::test] + async fn test_string_holographic_encode_decode() { + let crystal = Arc::new(RwLock::new(CrystallineLedger::new())); + let transport = HolographicTransport::new(crystal); + + let original_text = "Hello, Holographic Universe!"; + let state = original_text.to_holographic_state().unwrap(); + + let packet = transport.encode_state(state).await.unwrap(); + let reconstructed_state = transport.decode_state(&packet).await.unwrap(); + + let reconstructed_text = String::from_holographic_state(&reconstructed_state).unwrap(); + assert_eq!(reconstructed_text, original_text); + } + + #[tokio::test] + async fn test_holopacket_holographic_encode_decode() { + let crystal = Arc::new(RwLock::new(CrystallineLedger::new())); + let transport = HolographicTransport::new(crystal); + + let original_packet = HoloPacket::new( + 0.5, + vec![0.1, 0.2, 0.3, 0.4, 0.5], + 1234567890, + ).with_variance(0.01); + + let state = original_packet.to_holographic_state().unwrap(); + let packet = transport.encode_state(state).await.unwrap(); + + // Decode just 3 projections (minimum) + let mut min_packet = packet.clone(); + min_packet.projections.truncate(3); + min_packet.reconstruction_params.min_projections = 3; + + let reconstructed_state = transport.decode_state(&min_packet).await.unwrap(); + let reconstructed_packet = HoloPacket::from_holographic_state(&reconstructed_state).unwrap(); + + assert_eq!(reconstructed_packet.refraction_index, original_packet.refraction_index); + assert_eq!(reconstructed_packet.temporal_phase, original_packet.temporal_phase); + } + + #[test] + fn test_checksum_calculation() { + let crystal = Arc::new(RwLock::new(CrystallineLedger::new())); + let transport = HolographicTransport::new(crystal); + + let voxels = vec![ + Voxel { + neutral_axis: 0.5, + color_space: CurvedColorSpace { hue: 0.5, saturation: 0.5 }, + payload: b"test".to_vec(), + }, + Voxel { + neutral_axis: 0.3, + color_space: CurvedColorSpace { hue: 0.7, saturation: 0.8 }, + payload: b"data".to_vec(), + }, + ]; + + let checksum1 = transport.calculate_checksum(&voxels); + let checksum2 = transport.calculate_checksum(&voxels); + + assert_eq!(checksum1, checksum2); // Deterministic + + // Modify voxel + let mut modified = voxels.clone(); + modified[0].payload = b"Test".to_vec(); + let checksum3 = transport.calculate_checksum(&modified); + + assert_ne!(checksum1, checksum3); // Different for different data + } + + #[tokio::test] + async fn test_insufficient_projections() { + let crystal = Arc::new(RwLock::new(CrystallineLedger::new())); + let transport = HolographicTransport::new(crystal); + + let state = HolographicState::new("test".to_string(), b"data".to_vec()); + let mut packet = transport.encode_state(state).await.unwrap(); + + // Try to decode with only 1 projection (need 3) + packet.projections.truncate(1); + + let result = transport.decode_state(&packet).await; + assert!(result.is_err()); + } +} diff --git a/crates/synapse-infra/src/adapters/mod.rs b/crates/synapse-infra/src/adapters/mod.rs index 39e6dcd..60fa843 100644 --- a/crates/synapse-infra/src/adapters/mod.rs +++ b/crates/synapse-infra/src/adapters/mod.rs @@ -26,6 +26,7 @@ pub mod engram_adapter; pub mod unet_adapter; pub mod hologram_codec; pub mod holographic_adapter; +pub mod holographic_transport; pub mod model_manager; pub mod sled_peer_adapter; pub mod sled_sovereignty_adapter;