Add enhanced configuration templates for adaptive I/O features
- Introduced a comprehensive configuration template (config-adaptive.toml) for adaptive I/O, enabling improved upload/download dual stack with various performance optimizations, security settings, and network resilience features. - Created a test configuration template (test-config.toml) mirroring the adaptive configuration for testing purposes. - Added a simple test configuration (test-simple-config.toml) for basic adaptive features testing with essential parameters. - Included an empty Jupyter notebook (xep0363_analysis.ipynb) for future analysis related to XEP-0363.
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DUAL_STACK_IMPROVEMENTS.md
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DUAL_STACK_IMPROVEMENTS.md
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# Upload/Download Dual Stack Improvements
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## Current State Analysis
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The HMAC file server has a multi-layered upload/download system with:
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- Standard POST uploads (`handleUpload`)
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- Legacy PUT uploads (`handleLegacyUpload`)
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- Chunked/resumable uploads (`handleChunkedUpload`)
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- Network resilience management
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- Simple download handler with buffer pooling
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- 32KB buffer pool for I/O operations
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## Key Issues Identified
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### 1. Buffer Size Limitations
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- **Current**: Fixed 32KB buffer size
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- **Issue**: Too small for modern high-bandwidth connections
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- **Impact**: Suboptimal throughput on fast networks
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### 2. Inconsistent I/O Patterns
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- **Current**: Different handlers use different copying strategies
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- **Issue**: Code duplication and inconsistent performance
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- **Impact**: Maintenance burden and varying user experience
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### 3. Limited Adaptive Optimization
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- **Current**: Static configuration for most parameters
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- **Issue**: No runtime adaptation to network conditions
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- **Impact**: Poor performance in varying network conditions
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### 4. Missing Progressive Enhancement
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- **Current**: Basic chunked uploads without intelligent sizing
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- **Issue**: Fixed chunk sizes regardless of network speed
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- **Impact**: Inefficient for both slow and fast connections
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## Proposed Improvements
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### 1. Adaptive Buffer Management
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```go
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// Enhanced buffer pool with adaptive sizing
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type AdaptiveBufferPool struct {
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pools map[int]*sync.Pool // Different sizes
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metrics *NetworkMetrics
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currentOptimalSize int
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}
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func NewAdaptiveBufferPool() *AdaptiveBufferPool {
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return &AdaptiveBufferPool{
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pools: map[int]*sync.Pool{
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32*1024: {New: func() interface{} { buf := make([]byte, 32*1024); return &buf }},
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64*1024: {New: func() interface{} { buf := make([]byte, 64*1024); return &buf }},
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128*1024: {New: func() interface{} { buf := make([]byte, 128*1024); return &buf }},
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256*1024: {New: func() interface{} { buf := make([]byte, 256*1024); return &buf }},
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512*1024: {New: func() interface{} { buf := make([]byte, 512*1024); return &buf }},
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1024*1024: {New: func() interface{} { buf := make([]byte, 1024*1024); return &buf }},
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},
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currentOptimalSize: 32*1024,
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}
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}
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```
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### 2. Unified I/O Engine
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```go
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// Unified streaming engine for uploads and downloads
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type StreamingEngine struct {
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bufferPool *AdaptiveBufferPool
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metrics *PerformanceMetrics
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resilience *NetworkResilienceManager
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}
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func (se *StreamingEngine) StreamWithAdaptation(
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dst io.Writer,
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src io.Reader,
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contentLength int64,
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sessionID string,
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) (int64, error) {
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// Adaptive buffer selection based on:
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// - Network speed
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// - Content length
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// - Historical performance
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// - Available memory
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}
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```
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### 3. Intelligent Chunk Sizing
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```go
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// Dynamic chunk size calculation
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func calculateOptimalChunkSize(
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fileSize int64,
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networkSpeed int64,
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latency time.Duration,
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reliability float64,
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) int64 {
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// For high-speed, low-latency networks: larger chunks
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if networkSpeed > 100*1024*1024 && latency < 50*time.Millisecond {
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return min(fileSize/10, 10*1024*1024) // Up to 10MB chunks
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}
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// For mobile/unreliable networks: smaller chunks
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if reliability < 0.8 || latency > 200*time.Millisecond {
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return min(fileSize/50, 512*1024) // Up to 512KB chunks
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}
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// Default balanced approach
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return min(fileSize/20, 2*1024*1024) // Up to 2MB chunks
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}
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```
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### 4. Progressive Download Enhancement
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```go
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// Enhanced download with range support and adaptive streaming
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func handleDownloadEnhanced(w http.ResponseWriter, r *http.Request) {
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// Support HTTP Range requests
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rangeHeader := r.Header.Get("Range")
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if rangeHeader != "" {
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// Handle partial content requests
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return handleRangeDownload(w, r, rangeHeader)
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}
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// Adaptive streaming based on client capabilities
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userAgent := r.Header.Get("User-Agent")
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connectionType := detectConnectionType(r)
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// Use appropriate buffer size and streaming strategy
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streamingEngine.StreamWithClientOptimization(w, file, fileInfo.Size(), userAgent, connectionType)
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}
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```
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### 5. Performance Monitoring Integration
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```go
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// Enhanced metrics for optimization feedback
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type StreamingMetrics struct {
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ThroughputHistory []ThroughputSample
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LatencyHistory []time.Duration
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ErrorRates map[string]float64
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OptimalBufferSize int
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ClientPatterns map[string]ClientProfile
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}
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type ClientProfile struct {
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OptimalChunkSize int64
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PreferredProtocol string
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ReliabilityScore float64
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AverageThroughput int64
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}
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```
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## Implementation Plan
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### Phase 1: Buffer Pool Enhancement
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1. Implement adaptive buffer pool
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2. Add performance monitoring
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3. Create buffer size optimization algorithm
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### Phase 2: Unified I/O Engine
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1. Create common streaming interface
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2. Migrate all handlers to use unified engine
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3. Add network condition awareness
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### Phase 3: Intelligent Chunking
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1. Implement dynamic chunk sizing
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2. Add client-specific optimizations
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3. Create predictive algorithms
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### Phase 4: Advanced Features
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1. Add HTTP Range support
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2. Implement connection multiplexing
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3. Add client capability detection
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## Configuration Enhancements
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```toml
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[performance]
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# Buffer management
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adaptive_buffers = true
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min_buffer_size = "32KB"
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max_buffer_size = "1MB"
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buffer_optimization_interval = "5m"
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# Chunking strategy
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intelligent_chunking = true
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min_chunk_size = "256KB"
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max_chunk_size = "10MB"
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chunk_adaptation_algorithm = "adaptive" # "fixed", "adaptive", "predictive"
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# Client optimization
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client_profiling = true
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profile_persistence_duration = "24h"
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connection_type_detection = true
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[streaming]
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# Progressive enhancement
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range_requests = true
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connection_multiplexing = false
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bandwidth_estimation = true
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quality_adaptation = true
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# Resilience features
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automatic_retry = true
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exponential_backoff = true
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circuit_breaker = true
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```
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## Expected Benefits
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### Performance Improvements
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- **Throughput**: 30-50% improvement on high-speed connections
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- **Latency**: Reduced overhead through adaptive buffering
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- **Reliability**: Better handling of network issues
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### Resource Efficiency
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- **Memory**: Dynamic allocation based on actual needs
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- **CPU**: Reduced copying overhead
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- **Network**: Optimal utilization of available bandwidth
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### User Experience
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- **Resumability**: Enhanced chunked uploads
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- **Responsiveness**: Adaptive to client capabilities
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- **Reliability**: Better error handling and recovery
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## Compatibility Considerations
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- Maintain backward compatibility with existing APIs
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- Gradual migration path for existing clients
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- Feature detection for progressive enhancement
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- Fallback mechanisms for legacy clients
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## Monitoring and Observability
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```go
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// Enhanced metrics for the dual stack
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type DualStackMetrics struct {
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// Upload metrics
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UploadThroughput prometheus.Histogram
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ChunkUploadSize prometheus.Histogram
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UploadLatency prometheus.Histogram
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UploadErrors prometheus.Counter
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// Download metrics
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DownloadThroughput prometheus.Histogram
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RangeRequests prometheus.Counter
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DownloadLatency prometheus.Histogram
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DownloadErrors prometheus.Counter
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// Buffer metrics
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BufferUtilization prometheus.Gauge
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OptimalBufferSize prometheus.Gauge
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BufferSizeChanges prometheus.Counter
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// Network metrics
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NetworkSpeed prometheus.Gauge
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NetworkLatency prometheus.Gauge
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NetworkReliability prometheus.Gauge
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}
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```
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This comprehensive improvement plan addresses the current limitations while maintaining the existing functionality and adding significant performance and reliability enhancements.
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