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# LN1 Storage System | ||
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## Overview | ||
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The LN1 Storage System implements a distributed, fault-tolerant storage architecture for legal documents across the network. This system leverages the 0G network infrastructure while providing advanced caching, replication, and data integrity mechanisms. | ||
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## Architecture | ||
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### Core Components | ||
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```python | ||
class StorageManager: | ||
def __init__(self): | ||
self.document_store = DocumentStore() | ||
self.metadata_store = MetadataStore() | ||
self.cache_manager = CacheManager() | ||
self.replication_manager = ReplicationManager() | ||
``` | ||
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### Storage Layers | ||
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1. **Primary Storage** | ||
- 0G network integration | ||
- Distributed hash table | ||
- Content-addressable storage | ||
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2. **Cache Layer** | ||
- In-memory cache | ||
- Local disk cache | ||
- Network cache | ||
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## Data Organization | ||
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### Document Structure | ||
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```typescript | ||
interface StoredDocument { | ||
id: string; | ||
content: { | ||
raw: Buffer; | ||
encrypted: Buffer; | ||
}; | ||
metadata: { | ||
size: number; | ||
hash: string; | ||
timestamp: string; | ||
version: string; | ||
}; | ||
storage: { | ||
locations: string[]; | ||
replicas: number; | ||
status: string; | ||
} | ||
} | ||
``` | ||
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### Partitioning Strategy | ||
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```python | ||
class PartitionManager: | ||
def determine_partition(self, document): | ||
return { | ||
'jurisdiction': document.metadata.jurisdiction, | ||
'year': document.metadata.date.year, | ||
'category': document.metadata.category, | ||
'shard': self.calculate_shard(document) | ||
} | ||
``` | ||
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## Storage Operations | ||
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### Document Storage | ||
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```python | ||
class DocumentStore: | ||
async def store_document(self, document): | ||
# Prepare document | ||
prepared = await self.prepare_document(document) | ||
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# Store in primary storage | ||
storage_id = await self.primary_store.store(prepared) | ||
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# Update cache | ||
await self.cache_manager.update(storage_id, prepared) | ||
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# Initiate replication | ||
await self.replication_manager.replicate(storage_id, prepared) | ||
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return storage_id | ||
``` | ||
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### Retrieval Operations | ||
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```python | ||
class DocumentRetriever: | ||
async def retrieve_document(self, doc_id): | ||
# Check cache first | ||
if cached := await self.cache_manager.get(doc_id): | ||
return cached | ||
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# Retrieve from primary storage | ||
document = await self.primary_store.get(doc_id) | ||
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# Update cache | ||
await self.cache_manager.set(doc_id, document) | ||
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return document | ||
``` | ||
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## Data Replication | ||
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### Replication Strategy | ||
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```python | ||
class ReplicationManager: | ||
def __init__(self): | ||
self.replication_factor = 3 | ||
self.node_selector = NodeSelector() | ||
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async def replicate_document(self, document): | ||
nodes = await self.node_selector.select_nodes( | ||
count=self.replication_factor, | ||
document=document | ||
) | ||
return await self.distribute_to_nodes(document, nodes) | ||
``` | ||
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### Consistency Management | ||
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```python | ||
class ConsistencyManager: | ||
async def ensure_consistency(self, document_id): | ||
versions = await self.collect_versions(document_id) | ||
if conflicts := self.detect_conflicts(versions): | ||
return await self.resolve_conflicts(conflicts) | ||
return True | ||
``` | ||
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## Performance Optimization | ||
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### Caching Strategy | ||
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```python | ||
class CacheManager: | ||
def __init__(self): | ||
self.memory_cache = LRUCache(1000) | ||
self.disk_cache = PersistentCache() | ||
self.network_cache = DistributedCache() | ||
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async def get_document(self, doc_id): | ||
# Multi-level cache implementation | ||
return ( | ||
self.memory_cache.get(doc_id) or | ||
await self.disk_cache.get(doc_id) or | ||
await self.network_cache.get(doc_id) | ||
) | ||
``` | ||
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### Resource Management | ||
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- Dynamic cache sizing | ||
- Intelligent prefetching | ||
- Load-based replication | ||
- Adaptive compression | ||
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## Security Implementation | ||
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### Encryption | ||
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```python | ||
class StorageEncryption: | ||
def __init__(self): | ||
self.key_manager = KeyManager() | ||
self.cipher = AESCipher() | ||
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async def encrypt_document(self, document): | ||
key = await self.key_manager.get_key() | ||
return await self.cipher.encrypt(document, key) | ||
``` | ||
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### Access Control | ||
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```python | ||
class AccessController: | ||
async def verify_access(self, user, document): | ||
permissions = await self.get_permissions(user) | ||
return self.check_permission(permissions, document) | ||
``` | ||
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## Monitoring System | ||
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### Health Checks | ||
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```python | ||
class StorageMonitor: | ||
async def check_health(self): | ||
return { | ||
'storage_usage': await self.check_storage_usage(), | ||
'replication_status': await self.check_replicas(), | ||
'cache_health': await self.check_cache(), | ||
'performance_metrics': await self.get_metrics() | ||
} | ||
``` | ||
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### Performance Metrics | ||
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- Storage utilization | ||
- Access latency | ||
- Cache hit rates | ||
- Replication status | ||
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## Error Handling | ||
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### Recovery Procedures | ||
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```python | ||
class ErrorHandler: | ||
async def handle_storage_error(self, error): | ||
await self.log_error(error) | ||
recovery_action = self.determine_recovery_action(error) | ||
return await self.execute_recovery(recovery_action) | ||
``` | ||
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### Backup System | ||
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- Regular snapshots | ||
- Incremental backups | ||
- Point-in-time recovery | ||
- Disaster recovery | ||
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## Integration Points | ||
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### External Systems | ||
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- 0G network interface | ||
- Blockchain storage | ||
- External APIs | ||
- Monitoring systems | ||
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### Internal Components | ||
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```python | ||
class StorageIntegration: | ||
def __init__(self): | ||
self.indexer = DocumentIndexer() | ||
self.validator = ContentValidator() | ||
self.curator = DataCurator() | ||
``` | ||
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## Best Practices | ||
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### Implementation Guidelines | ||
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1. **Data Organization** | ||
- Use consistent naming conventions | ||
- Implement proper versioning | ||
- Maintain clear metadata | ||
- Regular cleanup procedures | ||
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2. **Performance Optimization** | ||
- Optimize cache settings | ||
- Monitor resource usage | ||
- Regular performance testing | ||
- Load balancing |
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