use crate::error::QuantRS2Error;
use scirs2_core::ndarray::Array1;
use scirs2_core::Complex64;
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::sync::{Arc, Mutex, RwLock};
use std::time::{Duration, Instant, SystemTime};
use uuid::Uuid;
#[derive(Debug)]
pub struct QuantumMemory {
pub memory_id: Uuid,
pub storage_layers: Vec<Arc<dyn QuantumStorageLayer>>,
pub cache: Arc<RwLock<QuantumCache>>,
pub error_correction: QuantumMemoryErrorCorrection,
pub coherence_manager: CoherenceManager,
pub access_controller: MemoryAccessController,
}
pub trait QuantumStorageLayer: Send + Sync + std::fmt::Debug {
fn store_state(&self, state_id: Uuid, state: &QuantumState) -> Result<(), QuantRS2Error>;
fn retrieve_state(&self, state_id: Uuid) -> Result<Option<QuantumState>, QuantRS2Error>;
fn delete_state(&self, state_id: Uuid) -> Result<(), QuantRS2Error>;
fn list_states(&self) -> Result<Vec<Uuid>, QuantRS2Error>;
fn get_storage_info(&self) -> StorageLayerInfo;
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QuantumState {
pub state_id: Uuid,
pub amplitudes: Vec<Complex64>,
pub qubit_count: usize,
pub creation_time: SystemTime,
pub last_access: SystemTime,
pub coherence_time: Duration,
pub fidelity: f64,
pub metadata: StateMetadata,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct StateMetadata {
pub name: Option<String>,
pub description: Option<String>,
pub tags: Vec<String>,
pub creator: Option<String>,
pub access_count: u64,
pub compression_ratio: f64,
pub entanglement_entropy: f64,
}
#[derive(Debug, Clone)]
pub struct StorageLayerInfo {
pub layer_type: StorageLayerType,
pub capacity: usize, pub latency: Duration,
pub reliability: f64,
pub energy_cost: f64, }
#[derive(Debug, Clone)]
pub enum StorageLayerType {
UltraFast, Fast, Persistent, Archive, Distributed, }
impl QuantumMemory {
pub fn new() -> Self {
let memory_id = Uuid::new_v4();
let cache = Arc::new(RwLock::new(QuantumCache::new(1000)));
Self {
memory_id,
storage_layers: Vec::new(),
cache,
error_correction: QuantumMemoryErrorCorrection::new(),
coherence_manager: CoherenceManager::new(),
access_controller: MemoryAccessController::new(),
}
}
pub fn add_storage_layer(&mut self, layer: Arc<dyn QuantumStorageLayer>) {
self.storage_layers.push(layer);
self.storage_layers.sort_by(|a, b| {
a.get_storage_info()
.latency
.cmp(&b.get_storage_info().latency)
});
}
pub async fn store_state(&self, state: QuantumState) -> Result<Uuid, QuantRS2Error> {
self.access_controller.check_write_permission(&state)?;
let encoded_state = self.error_correction.encode_state(&state)?;
if let Ok(mut cache) = self.cache.write() {
cache.insert(state.state_id, encoded_state.clone());
}
let target_layer = self.select_storage_layer(&encoded_state).await?;
target_layer.store_state(encoded_state.state_id, &encoded_state)?;
self.coherence_manager
.start_tracking(encoded_state.state_id, encoded_state.coherence_time);
Ok(encoded_state.state_id)
}
pub async fn retrieve_state(
&self,
state_id: Uuid,
) -> Result<Option<QuantumState>, QuantRS2Error> {
self.access_controller.check_read_permission(state_id)?;
if let Ok(mut cache) = self.cache.write() {
if let Some(cached_state) = cache.get(&state_id) {
self.update_access_stats(state_id).await;
return Ok(Some(self.error_correction.decode_state(cached_state)?));
}
}
for layer in &self.storage_layers {
if let Some(encoded_state) = layer.retrieve_state(state_id)? {
if self.coherence_manager.is_coherent(state_id) {
let decoded_state = self.error_correction.decode_state(&encoded_state)?;
if let Ok(mut cache) = self.cache.write() {
cache.insert(state_id, encoded_state);
}
self.update_access_stats(state_id).await;
return Ok(Some(decoded_state));
}
layer.delete_state(state_id)?;
return Err(QuantRS2Error::QuantumDecoherence(format!(
"State {state_id} has decoherent"
)));
}
}
Ok(None)
}
pub async fn delete_state(&self, state_id: Uuid) -> Result<(), QuantRS2Error> {
self.access_controller.check_delete_permission(state_id)?;
if let Ok(mut cache) = self.cache.write() {
cache.remove(&state_id);
}
for layer in &self.storage_layers {
let _ = layer.delete_state(state_id); }
self.coherence_manager.stop_tracking(state_id);
Ok(())
}
async fn select_storage_layer(
&self,
state: &QuantumState,
) -> Result<Arc<dyn QuantumStorageLayer>, QuantRS2Error> {
let access_pattern = self.predict_access_pattern(state).await;
let _importance_score = self.calculate_importance_score(state);
for layer in &self.storage_layers {
let info = layer.get_storage_info();
match (&access_pattern, info.layer_type.clone()) {
(
&AccessPattern::Frequent,
StorageLayerType::UltraFast | StorageLayerType::Fast,
)
| (
&AccessPattern::Moderate,
StorageLayerType::Fast | StorageLayerType::Persistent,
)
| (
&AccessPattern::Rare,
StorageLayerType::Persistent | StorageLayerType::Archive,
) => {
return Ok(layer.clone());
}
_ => {}
}
}
self.storage_layers.first().cloned().ok_or_else(|| {
QuantRS2Error::NoStorageAvailable("No storage layers configured".to_string())
})
}
async fn predict_access_pattern(&self, state: &QuantumState) -> AccessPattern {
let recency_factor = state
.last_access
.elapsed()
.unwrap_or(Duration::ZERO)
.as_secs() as f64
/ 3600.0;
let access_frequency = state.metadata.access_count as f64
/ state
.creation_time
.elapsed()
.unwrap_or(Duration::from_secs(1))
.as_secs() as f64;
if access_frequency > 0.1 && recency_factor < 1.0 {
AccessPattern::Frequent
} else if access_frequency > 0.01 && recency_factor < 24.0 {
AccessPattern::Moderate
} else {
AccessPattern::Rare
}
}
fn calculate_importance_score(&self, state: &QuantumState) -> f64 {
let mut score = 0.0;
score += state.fidelity * 10.0;
score += state.metadata.entanglement_entropy * 5.0;
let hours_since_access = state
.last_access
.elapsed()
.unwrap_or(Duration::ZERO)
.as_secs() as f64
/ 3600.0;
score += (24.0 - hours_since_access.min(24.0)) / 24.0 * 3.0;
score += (state.metadata.access_count as f64).ln().max(0.0);
score
}
async fn update_access_stats(&self, _state_id: Uuid) {
}
pub async fn garbage_collect(&self) -> Result<GarbageCollectionResult, QuantRS2Error> {
let mut collected_states = 0;
let mut freed_space = 0;
let start_time = Instant::now();
let mut all_states = Vec::new();
for layer in &self.storage_layers {
let layer_states = layer.list_states()?;
all_states.extend(layer_states);
}
for state_id in all_states {
if !self.coherence_manager.is_coherent(state_id) {
self.delete_state(state_id).await?;
collected_states += 1;
freed_space += 1; }
}
if let Ok(mut cache) = self.cache.write() {
cache.compact();
}
Ok(GarbageCollectionResult {
collected_states,
freed_space,
execution_time: start_time.elapsed(),
})
}
}
#[derive(Debug)]
pub struct QuantumCache {
cache: HashMap<Uuid, QuantumState>,
access_order: Vec<Uuid>,
max_size: usize,
}
impl QuantumCache {
pub fn new(max_size: usize) -> Self {
Self {
cache: HashMap::new(),
access_order: Vec::new(),
max_size,
}
}
pub fn insert(&mut self, state_id: Uuid, state: QuantumState) {
if self.cache.contains_key(&state_id) {
self.remove(&state_id);
}
self.cache.insert(state_id, state);
self.access_order.push(state_id);
while self.cache.len() > self.max_size {
if let Some(oldest) = self.access_order.first().copied() {
self.remove(&oldest);
}
}
}
pub fn get(&mut self, state_id: &Uuid) -> Option<&QuantumState> {
if self.cache.contains_key(state_id) {
self.access_order.retain(|&id| id != *state_id);
self.access_order.push(*state_id);
self.cache.get(state_id)
} else {
None
}
}
pub fn remove(&mut self, state_id: &Uuid) {
self.cache.remove(state_id);
self.access_order.retain(|&id| id != *state_id);
}
pub fn compact(&mut self) {
self.access_order.retain(|id| self.cache.contains_key(id));
}
}
#[derive(Debug)]
pub struct QuantumMemoryErrorCorrection {
pub code_type: QuantumErrorCode,
pub syndrome_table: HashMap<Vec<bool>, Array1<Complex64>>,
pub encoding_overhead: f64,
}
#[derive(Debug, Clone)]
pub enum QuantumErrorCode {
ShorCode,
SteaneCode,
SurfaceCode {
distance: usize,
},
ColorCode {
distance: usize,
},
Custom {
name: String,
parameters: HashMap<String, f64>,
},
}
impl QuantumMemoryErrorCorrection {
pub fn new() -> Self {
Self {
code_type: QuantumErrorCode::SteaneCode,
syndrome_table: HashMap::new(),
encoding_overhead: 7.0, }
}
pub fn encode_state(&self, state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
match &self.code_type {
QuantumErrorCode::SteaneCode => self.encode_steane(state),
QuantumErrorCode::ShorCode => self.encode_shor(state),
QuantumErrorCode::SurfaceCode { distance } => self.encode_surface(state, *distance),
QuantumErrorCode::ColorCode { distance } => self.encode_color(state, *distance),
QuantumErrorCode::Custom { .. } => self.encode_custom(state),
}
}
pub fn decode_state(
&self,
encoded_state: &QuantumState,
) -> Result<QuantumState, QuantRS2Error> {
match &self.code_type {
QuantumErrorCode::SteaneCode => self.decode_steane(encoded_state),
QuantumErrorCode::ShorCode => self.decode_shor(encoded_state),
QuantumErrorCode::SurfaceCode { distance } => {
self.decode_surface(encoded_state, *distance)
}
QuantumErrorCode::ColorCode { distance } => self.decode_color(encoded_state, *distance),
QuantumErrorCode::Custom { .. } => self.decode_custom(encoded_state),
}
}
fn encode_steane(&self, state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
let encoded_amplitudes = self.apply_steane_encoding(&state.amplitudes)?;
Ok(QuantumState {
state_id: state.state_id,
amplitudes: encoded_amplitudes,
qubit_count: state.qubit_count * 7, creation_time: state.creation_time,
last_access: SystemTime::now(),
coherence_time: state.coherence_time,
fidelity: state.fidelity * 0.99, metadata: state.metadata.clone(),
})
}
fn apply_steane_encoding(
&self,
amplitudes: &[Complex64],
) -> Result<Vec<Complex64>, QuantRS2Error> {
let mut encoded = Vec::new();
for amp in amplitudes {
for _ in 0..7 {
encoded.push(*amp / (7.0_f64.sqrt()));
}
}
Ok(encoded)
}
fn decode_steane(&self, encoded_state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
let decoded_amplitudes = self.apply_steane_decoding(&encoded_state.amplitudes)?;
Ok(QuantumState {
state_id: encoded_state.state_id,
amplitudes: decoded_amplitudes,
qubit_count: encoded_state.qubit_count / 7,
creation_time: encoded_state.creation_time,
last_access: SystemTime::now(),
coherence_time: encoded_state.coherence_time,
fidelity: encoded_state.fidelity,
metadata: encoded_state.metadata.clone(),
})
}
fn apply_steane_decoding(
&self,
encoded_amplitudes: &[Complex64],
) -> Result<Vec<Complex64>, QuantRS2Error> {
let mut decoded = Vec::new();
for chunk in encoded_amplitudes.chunks(7) {
if chunk.len() == 7 {
let recovered_amp = chunk.iter().sum::<Complex64>() / Complex64::new(7.0, 0.0)
* Complex64::new(7.0_f64.sqrt(), 0.0);
decoded.push(recovered_amp);
}
}
Ok(decoded)
}
fn encode_shor(&self, state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
let mut encoded_state = state.clone();
encoded_state.qubit_count *= 9;
Ok(encoded_state)
}
fn decode_shor(&self, encoded_state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
let mut decoded_state = encoded_state.clone();
decoded_state.qubit_count /= 9;
Ok(decoded_state)
}
fn encode_surface(
&self,
state: &QuantumState,
distance: usize,
) -> Result<QuantumState, QuantRS2Error> {
let mut encoded_state = state.clone();
encoded_state.qubit_count *= distance * distance;
Ok(encoded_state)
}
fn decode_surface(
&self,
encoded_state: &QuantumState,
distance: usize,
) -> Result<QuantumState, QuantRS2Error> {
let mut decoded_state = encoded_state.clone();
decoded_state.qubit_count /= distance * distance;
Ok(decoded_state)
}
fn encode_color(
&self,
state: &QuantumState,
distance: usize,
) -> Result<QuantumState, QuantRS2Error> {
let mut encoded_state = state.clone();
encoded_state.qubit_count *= distance * distance * 2;
Ok(encoded_state)
}
fn decode_color(
&self,
encoded_state: &QuantumState,
distance: usize,
) -> Result<QuantumState, QuantRS2Error> {
let mut decoded_state = encoded_state.clone();
decoded_state.qubit_count /= distance * distance * 2;
Ok(decoded_state)
}
fn encode_custom(&self, state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
Ok(state.clone())
}
fn decode_custom(&self, encoded_state: &QuantumState) -> Result<QuantumState, QuantRS2Error> {
Ok(encoded_state.clone())
}
}
#[derive(Debug)]
pub struct CoherenceManager {
coherence_tracking: Arc<Mutex<HashMap<Uuid, CoherenceInfo>>>,
}
#[derive(Debug, Clone)]
pub struct CoherenceInfo {
pub creation_time: Instant,
pub coherence_time: Duration,
pub last_check: Instant,
pub predicted_fidelity: f64,
}
impl CoherenceManager {
pub fn new() -> Self {
Self {
coherence_tracking: Arc::new(Mutex::new(HashMap::new())),
}
}
pub fn start_tracking(&self, state_id: Uuid, coherence_time: Duration) {
let info = CoherenceInfo {
creation_time: Instant::now(),
coherence_time,
last_check: Instant::now(),
predicted_fidelity: 1.0,
};
if let Ok(mut tracking) = self.coherence_tracking.lock() {
tracking.insert(state_id, info);
}
}
pub fn stop_tracking(&self, state_id: Uuid) {
if let Ok(mut tracking) = self.coherence_tracking.lock() {
tracking.remove(&state_id);
}
}
pub fn is_coherent(&self, state_id: Uuid) -> bool {
if let Ok(tracking) = self.coherence_tracking.lock() {
if let Some(info) = tracking.get(&state_id) {
let elapsed = info.creation_time.elapsed();
return elapsed < info.coherence_time;
}
}
false }
pub fn get_predicted_fidelity(&self, state_id: Uuid) -> f64 {
if let Ok(tracking) = self.coherence_tracking.lock() {
if let Some(info) = tracking.get(&state_id) {
let elapsed = info.creation_time.elapsed();
let decay_factor = elapsed.as_secs_f64() / info.coherence_time.as_secs_f64();
return (1.0 - decay_factor).max(0.0);
}
}
0.0
}
}
#[derive(Debug)]
pub struct MemoryAccessController {
permissions: Arc<RwLock<HashMap<Uuid, StatePermissions>>>,
access_log: Arc<Mutex<Vec<AccessLogEntry>>>,
}
#[derive(Debug, Clone)]
pub struct StatePermissions {
pub read: bool,
pub write: bool,
pub delete: bool,
pub owner: Option<String>,
pub authorized_users: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct AccessLogEntry {
pub timestamp: SystemTime,
pub state_id: Uuid,
pub operation: AccessOperation,
pub user: Option<String>,
pub success: bool,
}
#[derive(Debug, Clone)]
pub enum AccessOperation {
Read,
Write,
Delete,
}
impl MemoryAccessController {
pub fn new() -> Self {
Self {
permissions: Arc::new(RwLock::new(HashMap::new())),
access_log: Arc::new(Mutex::new(Vec::new())),
}
}
pub fn check_read_permission(&self, state_id: Uuid) -> Result<(), QuantRS2Error> {
let permissions = self
.permissions
.read()
.map_err(|_| QuantRS2Error::LockPoisoned("permissions lock poisoned".to_string()))?;
if let Some(perms) = permissions.get(&state_id) {
if perms.read {
self.log_access(state_id, AccessOperation::Read, true);
Ok(())
} else {
self.log_access(state_id, AccessOperation::Read, false);
Err(QuantRS2Error::AccessDenied(
"Read access denied".to_string(),
))
}
} else {
Ok(())
}
}
pub fn check_write_permission(&self, state: &QuantumState) -> Result<(), QuantRS2Error> {
let permissions = self
.permissions
.read()
.map_err(|_| QuantRS2Error::LockPoisoned("permissions lock poisoned".to_string()))?;
if let Some(perms) = permissions.get(&state.state_id) {
if perms.write {
self.log_access(state.state_id, AccessOperation::Write, true);
Ok(())
} else {
self.log_access(state.state_id, AccessOperation::Write, false);
Err(QuantRS2Error::AccessDenied(
"Write access denied".to_string(),
))
}
} else {
Ok(())
}
}
pub fn check_delete_permission(&self, state_id: Uuid) -> Result<(), QuantRS2Error> {
let permissions = self
.permissions
.read()
.map_err(|_| QuantRS2Error::LockPoisoned("permissions lock poisoned".to_string()))?;
if let Some(perms) = permissions.get(&state_id) {
if perms.delete {
self.log_access(state_id, AccessOperation::Delete, true);
Ok(())
} else {
self.log_access(state_id, AccessOperation::Delete, false);
Err(QuantRS2Error::AccessDenied(
"Delete access denied".to_string(),
))
}
} else {
Ok(())
}
}
fn log_access(&self, state_id: Uuid, operation: AccessOperation, success: bool) {
let entry = AccessLogEntry {
timestamp: SystemTime::now(),
state_id,
operation,
user: None, success,
};
if let Ok(mut log) = self.access_log.lock() {
log.push(entry);
}
}
}
#[derive(Debug)]
pub struct InMemoryStorage {
states: Arc<RwLock<HashMap<Uuid, QuantumState>>>,
info: StorageLayerInfo,
}
impl InMemoryStorage {
pub fn new(capacity: usize) -> Self {
Self {
states: Arc::new(RwLock::new(HashMap::new())),
info: StorageLayerInfo {
layer_type: StorageLayerType::UltraFast,
capacity,
latency: Duration::from_nanos(100),
reliability: 0.99999,
energy_cost: 1.0,
},
}
}
}
impl QuantumStorageLayer for InMemoryStorage {
fn store_state(&self, state_id: Uuid, state: &QuantumState) -> Result<(), QuantRS2Error> {
let mut states = self
.states
.write()
.map_err(|_| QuantRS2Error::LockPoisoned("states lock poisoned".to_string()))?;
if states.len() >= self.info.capacity {
return Err(QuantRS2Error::StorageCapacityExceeded(
"Memory storage full".to_string(),
));
}
states.insert(state_id, state.clone());
Ok(())
}
fn retrieve_state(&self, state_id: Uuid) -> Result<Option<QuantumState>, QuantRS2Error> {
let states = self
.states
.read()
.map_err(|_| QuantRS2Error::LockPoisoned("states lock poisoned".to_string()))?;
Ok(states.get(&state_id).cloned())
}
fn delete_state(&self, state_id: Uuid) -> Result<(), QuantRS2Error> {
let mut states = self
.states
.write()
.map_err(|_| QuantRS2Error::LockPoisoned("states lock poisoned".to_string()))?;
states.remove(&state_id);
Ok(())
}
fn list_states(&self) -> Result<Vec<Uuid>, QuantRS2Error> {
let states = self
.states
.read()
.map_err(|_| QuantRS2Error::LockPoisoned("states lock poisoned".to_string()))?;
Ok(states.keys().copied().collect())
}
fn get_storage_info(&self) -> StorageLayerInfo {
self.info.clone()
}
}
#[derive(Debug, Clone)]
pub enum AccessPattern {
Frequent,
Moderate,
Rare,
}
#[derive(Debug)]
pub struct GarbageCollectionResult {
pub collected_states: usize,
pub freed_space: usize,
pub execution_time: Duration,
}
#[cfg(test)]
mod tests {
use super::*;
#[tokio::test]
async fn test_quantum_memory_creation() {
let memory = QuantumMemory::new();
assert_eq!(memory.storage_layers.len(), 0);
}
#[tokio::test]
async fn test_in_memory_storage() {
let storage = InMemoryStorage::new(100);
let state = QuantumState {
state_id: Uuid::new_v4(),
amplitudes: vec![Complex64::new(1.0, 0.0), Complex64::new(0.0, 0.0)],
qubit_count: 1,
creation_time: SystemTime::now(),
last_access: SystemTime::now(),
coherence_time: Duration::from_millis(100),
fidelity: 0.99,
metadata: StateMetadata {
name: Some("test_state".to_string()),
description: None,
tags: vec!["test".to_string()],
creator: None,
access_count: 0,
compression_ratio: 1.0,
entanglement_entropy: 0.0,
},
};
let state_id = state.state_id;
storage
.store_state(state_id, &state)
.expect("failed to store state");
let retrieved = storage
.retrieve_state(state_id)
.expect("failed to retrieve state");
assert!(retrieved.is_some());
assert_eq!(retrieved.expect("state should be Some").state_id, state_id);
}
#[tokio::test]
async fn test_quantum_cache() {
let mut cache = QuantumCache::new(2);
let state1 = QuantumState {
state_id: Uuid::new_v4(),
amplitudes: vec![Complex64::new(1.0, 0.0)],
qubit_count: 1,
creation_time: SystemTime::now(),
last_access: SystemTime::now(),
coherence_time: Duration::from_millis(100),
fidelity: 0.99,
metadata: StateMetadata {
name: None,
description: None,
tags: Vec::new(),
creator: None,
access_count: 0,
compression_ratio: 1.0,
entanglement_entropy: 0.0,
},
};
let state2 = QuantumState {
state_id: Uuid::new_v4(),
..state1.clone()
};
let state3 = QuantumState {
state_id: Uuid::new_v4(),
..state1.clone()
};
cache.insert(state1.state_id, state1.clone());
cache.insert(state2.state_id, state2.clone());
assert_eq!(cache.cache.len(), 2);
cache.insert(state3.state_id, state3.clone());
assert_eq!(cache.cache.len(), 2);
assert!(!cache.cache.contains_key(&state1.state_id));
}
#[tokio::test]
async fn test_coherence_manager() {
let manager = CoherenceManager::new();
let state_id = Uuid::new_v4();
manager.start_tracking(state_id, Duration::from_millis(100));
assert!(manager.is_coherent(state_id));
tokio::time::sleep(Duration::from_millis(150)).await;
assert!(!manager.is_coherent(state_id));
}
}