Enhance caching mechanisms and introduce adaptive features

- Updated caching logic to support size-based promotion filtering, ensuring that not all files may be promoted based on size constraints.
- Implemented adaptive caching strategies with a new AdaptiveCacheManager to analyze access patterns and adjust caching strategies dynamically.
- Introduced predictive caching features with a PredictiveCacheManager to prefetch content based on access patterns.
- Added a CacheWarmer to preload popular content into the cache, improving access times for frequently requested files.
- Refactored memory management with a DynamicCacheManager to adjust cache sizes based on system memory usage.
- Enhanced VFS interface and file metadata handling to support new features and improve performance.
- Updated tests to validate new caching behaviors and ensure reliability of the caching system.

vfs/types/types.go

@@ -0,0 +1,87 @@
+// vfs/types/types.go
+package types
+
+import (
+	"os"
+	"time"
+)
+
+// FileInfo contains metadata about a cached file
+type FileInfo struct {
+	Key         string    `json:"key"`
+	Size        int64     `json:"size"`
+	ATime       time.Time `json:"atime"` // Last access time
+	CTime       time.Time `json:"ctime"` // Creation time
+	AccessCount int       `json:"access_count"`
+}
+
+// NewFileInfo creates a new FileInfo with the given key and current timestamp
+func NewFileInfo(key string, size int64) *FileInfo {
+	now := time.Now()
+	return &FileInfo{
+		Key:         key,
+		Size:        size,
+		ATime:       now,
+		CTime:       now,
+		AccessCount: 1,
+	}
+}
+
+// NewFileInfoFromOS creates a FileInfo from os.FileInfo
+func NewFileInfoFromOS(info os.FileInfo, key string) *FileInfo {
+	return &FileInfo{
+		Key:         key,
+		Size:        info.Size(),
+		ATime:       time.Now(), // We don't have access time from os.FileInfo
+		CTime:       info.ModTime(),
+		AccessCount: 1,
+	}
+}
+
+// UpdateAccess updates the access time and increments the access count
+func (fi *FileInfo) UpdateAccess() {
+	fi.ATime = time.Now()
+	fi.AccessCount++
+}
+
+// BatchedTimeUpdate provides a way to batch time updates for better performance
+type BatchedTimeUpdate struct {
+	currentTime    time.Time
+	lastUpdate     time.Time
+	updateInterval time.Duration
+}
+
+// NewBatchedTimeUpdate creates a new batched time updater
+func NewBatchedTimeUpdate(interval time.Duration) *BatchedTimeUpdate {
+	now := time.Now()
+	return &BatchedTimeUpdate{
+		currentTime:    now,
+		lastUpdate:     now,
+		updateInterval: interval,
+	}
+}
+
+// GetTime returns the current cached time, updating it if necessary
+func (btu *BatchedTimeUpdate) GetTime() time.Time {
+	now := time.Now()
+	if now.Sub(btu.lastUpdate) >= btu.updateInterval {
+		btu.currentTime = now
+		btu.lastUpdate = now
+	}
+	return btu.currentTime
+}
+
+// UpdateAccessBatched updates the access time using batched time updates
+func (fi *FileInfo) UpdateAccessBatched(btu *BatchedTimeUpdate) {
+	fi.ATime = btu.GetTime()
+	fi.AccessCount++
+}
+
+// GetTimeDecayedScore calculates a score based on access time and frequency
+// More recent and frequent accesses get higher scores
+func (fi *FileInfo) GetTimeDecayedScore() float64 {
+	timeSinceAccess := time.Since(fi.ATime).Hours()
+	decayFactor := 1.0 / (1.0 + timeSinceAccess/24.0) // Decay over days
+	frequencyBonus := float64(fi.AccessCount) * 0.1
+	return decayFactor + frequencyBonus
+}