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# Document Retrieval System | ||
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## Overview | ||
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The LN1 Document Retrieval System provides efficient and secure access to legal documents stored across the distributed network. This document outlines the retrieval mechanisms, caching strategies, and access patterns implemented in the system. | ||
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## Retrieval Architecture | ||
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### Core Components | ||
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```python | ||
class RetrievalManager: | ||
def __init__(self): | ||
self.cache_manager = CacheManager() | ||
self.storage_client = StorageClient() | ||
self.access_controller = AccessController() | ||
self.performance_monitor = PerformanceMonitor() | ||
``` | ||
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## Retrieval Process | ||
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### Document Access Flow | ||
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```python | ||
class DocumentRetriever: | ||
async def retrieve_document(self, doc_id: str): | ||
# Check access permissions | ||
await self.access_controller.verify_access(doc_id) | ||
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# Try cache first | ||
if cached := await self.cache_manager.get(doc_id): | ||
return cached | ||
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# Retrieve from storage | ||
document = await self.storage_client.fetch(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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## Caching Strategy | ||
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### Multi-Level Cache | ||
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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): | ||
# Check memory cache | ||
if doc := self.memory_cache.get(doc_id): | ||
return doc | ||
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# Check disk cache | ||
if doc := await self.disk_cache.get(doc_id): | ||
self.memory_cache.set(doc_id, doc) | ||
return doc | ||
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# Check network cache | ||
if doc := await self.network_cache.get(doc_id): | ||
await self.update_local_caches(doc) | ||
return doc | ||
``` | ||
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## Performance Optimization | ||
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### Smart Prefetching | ||
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```python | ||
class PrefetchManager: | ||
def __init__(self): | ||
self.predictor = AccessPredictor() | ||
self.resource_monitor = ResourceMonitor() | ||
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async def prefetch_related(self, doc_id): | ||
if not self.resource_monitor.can_prefetch(): | ||
return | ||
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related_docs = await self.predictor.get_related_docs(doc_id) | ||
for related_id in related_docs: | ||
await self.cache_manager.prefetch(related_id) | ||
``` | ||
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### Load Balancing | ||
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```python | ||
class LoadBalancer: | ||
def select_storage_node(self, doc_id): | ||
return { | ||
'node_selection': self.get_optimal_node(), | ||
'backup_nodes': self.get_backup_nodes(), | ||
'latency_map': self.get_latency_map() | ||
} | ||
``` | ||
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## Security Implementation | ||
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### Access Control | ||
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```python | ||
class AccessController: | ||
async def verify_access(self, doc_id, user): | ||
permissions = await self.get_permissions(user) | ||
document_acl = await self.get_document_acl(doc_id) | ||
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return { | ||
'can_access': self.check_permission(permissions, document_acl), | ||
'access_level': self.determine_access_level(permissions), | ||
'restrictions': self.get_restrictions(document_acl) | ||
} | ||
``` | ||
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### Encryption | ||
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```python | ||
class EncryptionManager: | ||
def __init__(self): | ||
self.key_manager = KeyManager() | ||
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async def decrypt_document(self, encrypted_doc): | ||
key = await self.key_manager.get_key(encrypted_doc.key_id) | ||
return await self.decrypt(encrypted_doc.content, key) | ||
``` | ||
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## Error Handling | ||
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### Recovery Procedures | ||
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```python | ||
class ErrorHandler: | ||
async def handle_retrieval_error(self, error): | ||
# Log error | ||
await self.log_error(error) | ||
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# Determine recovery action | ||
action = self.determine_recovery_action(error) | ||
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# Execute recovery | ||
return await self.execute_recovery(action) | ||
``` | ||
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## Monitoring | ||
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### Performance Metrics | ||
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```python | ||
class PerformanceMonitor: | ||
def collect_metrics(self): | ||
return { | ||
'retrieval_latency': self.measure_latency(), | ||
'cache_hit_rate': self.calculate_cache_hits(), | ||
'bandwidth_usage': self.measure_bandwidth(), | ||
'error_rate': self.calculate_error_rate() | ||
} | ||
``` | ||
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## Integration Points | ||
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### API Endpoints | ||
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```python | ||
class RetrievalAPI: | ||
async def register_endpoints(self): | ||
return { | ||
'/documents/{id}': self.handle_document_retrieval, | ||
'/documents/batch': self.handle_batch_retrieval, | ||
'/documents/stream': self.handle_stream_retrieval | ||
} | ||
``` | ||
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### Event System | ||
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```python | ||
class EventManager: | ||
async def handle_events(self): | ||
return { | ||
'document_accessed': self.on_document_accessed, | ||
'cache_updated': self.on_cache_updated, | ||
'error_occurred': self.on_error_occurred | ||
} | ||
``` | ||
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## Best Practices | ||
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### Implementation Guidelines | ||
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1. **Caching Strategy** | ||
- Implement proper cache invalidation | ||
- Use appropriate cache sizes | ||
- Monitor cache hit rates | ||
- Regular cache cleanup | ||
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2. **Error Handling** | ||
- Implement retry mechanisms | ||
- Provide fallback options | ||
- Log all errors | ||
- Monitor error patterns | ||
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3. **Performance Optimization** | ||
- Use connection pooling | ||
- Implement request batching | ||
- Enable compression | ||
- Monitor resource usage |