loop

type AIContext struct {
	ProcessingTimeEstimate time.Duration `json:"processing_time_estimate"`

	ResourceRequirement uint8 `json:"resource_requirement"` // 1-10 scale

	EnergyCost float32 `json:"energy_cost"` // Watts

	BatchCompatible bool `json:"batch_compatible"`
}

type AccessPredictor struct{}

type AdaptivePoolConfig struct {
	MinWorkers int // Minimum number of workers

	MaxWorkers int // Maximum number of workers

	QueueSize int // Maximum queue size

	ScaleUpThreshold float64 // Queue utilization threshold to scale up (0.7 = 70%)

	ScaleDownThreshold float64 // Queue utilization threshold to scale down (0.3 = 30%)

	ScaleCooldown time.Duration // Minimum time between scaling operations

	MetricsWindow int // Size of metrics window for decisions
}

type AdaptiveWorkerPool struct {
	// contains filtered or unexported fields
}

type AggregatedMetrics struct {
	AvgProcessingTime time.Duration

	P50ProcessingTime time.Duration

	P95ProcessingTime time.Duration

	P99ProcessingTime time.Duration

	AvgQueueDepth float64

	MaxQueueDepth int

	Throughput float64 // items per second

	SuccessRate float64

	LastUpdate time.Time
}

type AnomalyEvent struct {
	Timestamp time.Time `json:"timestamp"`

	Severity float64 `json:"severity"` // 0.0-1.0 severity score

	Features []float64 `json:"features"` // Input features that caused anomaly

	ReconstructionError float64 `json:"reconstruction_error"`

	Explanation string `json:"explanation"` // Human-readable explanation
}

type AnomalyResult struct {
	IsAnomaly bool `json:"is_anomaly"`

	ReconstructionError float64 `json:"reconstruction_error"`

	Severity float64 `json:"severity"`

	Features []float64 `json:"features"`

	Timestamp time.Time `json:"timestamp"`

	Explanation string `json:"explanation"`
}

type AsyncIOConfig struct {
	WriteWorkers int // Number of concurrent write workers

	WriteBatchSize int // Maximum writes to batch

	WriteBatchAge time.Duration // Maximum age of batched writes

	ReadCacheSize int // Number of files to cache

	ReadAheadSize int // Bytes to read ahead

	BufferSize int // I/O buffer size
}

type AsyncIOManager struct {
	// contains filtered or unexported fields
}

type AsyncWorkItem struct {
	FilePath string

	FileSize int64

	ModTime time.Time

	Priority uint8 // 0=normal, 1=high, 2=critical

	Deadline time.Time // For O-RAN L Release SLA compliance

	AIContext *AIContext // ML prediction context
}

type AttentionMechanism struct {
	// contains filtered or unexported fields
}

type AutoEncoderDetector struct {
	// contains filtered or unexported fields
}

type BatchBuffer struct {
	// contains filtered or unexported fields
}

type BatchProcessor struct {
	// contains filtered or unexported fields
}

type BoundedFileList struct {
	// contains filtered or unexported fields
}

type BoundedStats struct {
	// contains filtered or unexported fields
}

type BoundedStatsConfig struct {
	ProcessingWindowSize int // Number of samples for processing times

	QueueWindowSize int // Number of samples for queue depths

	ThroughputBuckets int // Number of buckets for throughput calculation

	ThroughputInterval time.Duration // Time per bucket

	MaxRecentFiles int // Maximum recent files to track

	MaxErrorTypes int // Maximum error types to track

	AggregationInterval time.Duration // How often to compute aggregates
}

type CPUFrequency struct{ MHz int }

type CPUPowerModel struct{}

type CPUVoltage struct{ Volts float64 }

type CacheEntry struct {
	Data []byte

	AccessTime time.Time

	AccessCount int32

	Probability float64 // Predicted access probability
}

type CalibrationData struct{}

type CarbonAwareScheduler struct{}

type CarbonModel struct{}

type CarbonTracker struct{}

type Config struct {
	PorchPath string `json:"porch_path"`

	PorchURL string `json:"porch_url"`

	Mode string `json:"mode"`

	OutDir string `json:"out_dir"`

	Once bool `json:"once"`

	DebounceDur time.Duration `json:"debounce_duration"`

	Period time.Duration `json:"period"`

	MaxWorkers int `json:"max_workers"`

	CleanupAfter time.Duration `json:"cleanup_after"`

	GracePeriod time.Duration `json:"grace_period"` // Grace period for graceful shutdown (default: 5s)

	MetricsPort int `json:"metrics_port"` // HTTP port for metrics endpoint

	MetricsAddr string `json:"metrics_addr"` // Bind address for metrics (default: localhost)

	MetricsAuth bool `json:"metrics_auth"` // Enable basic auth for metrics

	MetricsUser string `json:"metrics_user"` // Basic auth username

	MetricsPass string `json:"metrics_pass"` // Basic auth password
}

type CrossPlatformSyncBarrier struct {
	// contains filtered or unexported fields
}

type CustomMetrics struct {
	*WatcherMetrics

	BusinessKPIs map[string]float64
}

type DVFSController struct {
	// contains filtered or unexported fields
}

type DVFSPerformanceModel struct{}

type DVFSPowerModel struct{}

type DirectoryManager struct {
	// contains filtered or unexported fields
}

type EfficiencyTracker struct{}

type EnergyAwareLoadBalancer struct{}

type EnergyAwareScheduler struct{}

type EnergyAwareWorker struct{}

type EnergyAwareWorkloadBalancer struct {
	// contains filtered or unexported fields
}

type EnergyConfig struct {
	PowerBudgetWatts float64 `json:"power_budget_watts"`

	TargetEfficiencyGbpsWatt float64 `json:"target_efficiency_gbps_watt"`

	CarbonLimitKgPerHour float64 `json:"carbon_limit_kg_per_hour"`

	RenewableEnergyTarget float64 `json:"renewable_energy_target"` // 0.0-1.0

	SleepModeEnabled bool `json:"sleep_mode_enabled"`

	DVFSEnabled bool `json:"dvfs_enabled"`

	CarbonAwareScheduling bool `json:"carbon_aware_scheduling"`

	EnergyMeasurementInterval time.Duration `json:"energy_measurement_interval"`

	OptimizationInterval time.Duration `json:"optimization_interval"`
}

type EnergyConstraints struct {
	MaxPowerBudget float64 `json:"max_power_budget"`

	TargetEfficiency float64 `json:"target_efficiency"`

	CarbonLimit float64 `json:"carbon_limit"`
}

type EnergyData struct{}

type EnergyForecast struct {
	EstimatedPowerConsumption float64 `json:"estimated_power_consumption"`

	EstimatedEfficiency float64 `json:"estimated_efficiency"`

	CarbonEmissions float64 `json:"carbon_emissions"`

	Duration time.Duration `json:"duration"`

	Confidence float64 `json:"confidence"`
}

type EnergyMetrics struct {
	CurrentPowerConsumption float64 `json:"current_power_consumption"`

	AveragePowerConsumption float64 `json:"average_power_consumption"`

	PeakPowerConsumption float64 `json:"peak_power_consumption"`

	CurrentThroughput float64 `json:"current_throughput_gbps"`

	EnergyEfficiency float64 `json:"energy_efficiency_gbps_watt"`

	CarbonIntensity float64 `json:"carbon_intensity_g_kwh"`

	CarbonEmissions float64 `json:"carbon_emissions_kg_hour"`

	RenewableEnergyPercent float64 `json:"renewable_energy_percent"`

	CPUPowerUsage float64 `json:"cpu_power_usage_watts"`

	MemoryPowerUsage float64 `json:"memory_power_usage_watts"`

	NetworkPowerUsage float64 `json:"network_power_usage_watts"`

	StoragePowerUsage float64 `json:"storage_power_usage_watts"`

	CoolingPowerUsage float64 `json:"cooling_power_usage_watts"`

	LastUpdated time.Time `json:"last_updated"`

	MeasurementStartTime time.Time `json:"measurement_start_time"`
}

type EnergyOptimizationEngine struct {
	// contains filtered or unexported fields
}

type EnergyOptimizedWorkItem struct{}

type EnergyOptimizer struct {
	// contains filtered or unexported fields
}

type EnergyPrediction struct {
	PowerConsumption float64 `json:"power_consumption"`

	CarbonEmissions float64 `json:"carbon_emissions"`

	RenewablePercent float64 `json:"renewable_percent"`

	Efficiency float64 `json:"efficiency"`

	Recommendations []string `json:"recommendations"`

	OptimalScheduling *SchedulingStrategy `json:"optimal_scheduling"`

	Timestamp time.Time `json:"timestamp"`
}

type EnergyPredictor struct {
	// contains filtered or unexported fields
}

type EnergyUnits = float32

type EnhancedOnceState struct {
	// contains filtered or unexported fields
}

type EnhancedOnceWatcher struct {
	*Watcher
	// contains filtered or unexported fields
}

type ErrorCount struct {
	Type string

	Count int64
}

type ErrorSummary struct {
	// contains filtered or unexported fields
}

type Experience struct {
	State []float64

	Action []float64

	Reward float64

	NextState []float64
}

type FeedForwardNetwork struct{}

type FileCreationSynchronizer struct {
	// contains filtered or unexported fields
}

type FileInfo struct {
	Name string // Just filename, not full path

	Size int64

	Timestamp time.Time

	Status string
}

type FileManager struct {
	// contains filtered or unexported fields
}

type FileProcessingState struct {
	// contains filtered or unexported fields
}

type FileState struct {
	FilePath string `json:"file_path"`

	SHA256 string `json:"sha256"`

	Size int64 `json:"size"`

	ProcessedAt time.Time `json:"processed_at"`

	Status string `json:"status"` // "processed" or "failed"
}

type FileSystemSyncGuard struct {
	// contains filtered or unexported fields
}

type IOMetrics struct {
	TotalReads atomic.Int64

	TotalWrites atomic.Int64

	CacheHits atomic.Int64

	CacheMisses atomic.Int64

	BytesRead atomic.Int64

	BytesWritten atomic.Int64

	ReadLatency *RingBuffer

	WriteLatency *RingBuffer

	BatchedWrites atomic.Int64

	FailedWrites atomic.Int64
	// contains filtered or unexported fields
}

type IPMIInterface struct{}

type IdlenessPredictor struct{}

type IntelligentSleepScheduler struct {
	// contains filtered or unexported fields
}

type IntentProcessor struct {
	// contains filtered or unexported fields
}

type IntentSchema struct {
	APIVersion string `json:"apiVersion"`

	Kind string `json:"kind"`

	Metadata json.RawMessage `json:"metadata"`

	Spec json.RawMessage `json:"spec"`
}

type LRUCache struct {
	// contains filtered or unexported fields
}

type LayerNormalization struct{}

type LockFreeQueue[T any] struct {
	// contains filtered or unexported fields
}

type MLConfig struct {
	TrafficWindowSize int `json:"traffic_window_size"` // Historical data window

	PredictionHorizon time.Duration `json:"prediction_horizon"` // How far ahead to predict

	LearningRate float64 `json:"learning_rate"` // Model learning rate

	BatchSize int `json:"batch_size"` // Training batch size

	UpdateInterval time.Duration `json:"update_interval"` // Model update frequency

	EnergyWeight float64 `json:"energy_weight"` // Energy optimization weight

	PerformanceWeight float64 `json:"performance_weight"` // Performance optimization weight

	CarbonAware bool `json:"carbon_aware"` // Enable carbon-aware optimization
}

type MLOptimizer struct {
	// contains filtered or unexported fields
}

type MLPredictor struct{}

type MemoryPowerModel struct{}

type MetricsSample struct {
	Timestamp time.Time

	Value time.Duration
}

type MetricsServer struct {
	// contains filtered or unexported fields
}

type MockPorchConfig struct {
	ExitCode int

	Stdout string

	Stderr string

	ProcessDelay time.Duration

	FailPattern string // Pattern in filename that causes failure
}

type NetworkPowerModel struct{}

type NeuralNetwork struct{}

type OnceModeSynchronizer struct {
	// contains filtered or unexported fields
}

type OptimizedMemoryPool struct {
	// contains filtered or unexported fields
}

type OptimizedWatcher struct {
	*Watcher // Embed base watcher
	// contains filtered or unexported fields
}

type PDUInterface struct{}

type PPOAgent struct{}

type PerformanceModel struct{}

type PoolMetrics struct {
	TotalProcessed int64

	TotalRejected int64

	AverageWaitTime time.Duration

	AverageProcessTime time.Duration

	CurrentWorkers int

	QueueDepth int

	Throughput float64 // items/second
	// contains filtered or unexported fields
}

type PorchSubmitFunc func(ctx context.Context, intent *ingest.Intent, mode string) error

type PowerMeter struct {
	// contains filtered or unexported fields
}

type PowerModel struct {
	// contains filtered or unexported fields
}

type PredictiveCache struct {
	// contains filtered or unexported fields
}

type PredictiveScaler struct {
	// contains filtered or unexported fields
}

type Priority = uint8

type ProcessingCompletionWaiter struct {
	// contains filtered or unexported fields
}

type ProcessingStats struct {
	ProcessedCount int `json:"processed_count"`

	FailedCount int `json:"failed_count"`

	ShutdownFailedCount int `json:"shutdown_failed_count"`

	RealFailedCount int `json:"real_failed_count"`

	ProcessedFiles []string `json:"processed_files,omitempty"`

	FailedFiles []string `json:"failed_files,omitempty"`

	ShutdownFailedFiles []string `json:"shutdown_failed_files,omitempty"`

	RealFailedFiles []string `json:"real_failed_files,omitempty"`
}

type ProcessingTracker struct {
	// contains filtered or unexported fields
}

type ProcessorConfig struct {
	HandoffDir string

	ErrorDir string

	PorchMode string // "direct" or "structured"

	BatchSize int

	BatchInterval time.Duration

	MaxRetries int

	SendTimeout time.Duration // Timeout for sending to batch coordinator

	WorkerCount int // Number of concurrent workers
}

type RAPLInterface struct{}

type RLOptimizer struct {
	// contains filtered or unexported fields
}

type RenewableEnergyMonitor struct{}

type RenewableForecaster struct{}

type ReplayBuffer struct{}

type ResourceAction struct {
	WorkerCountChange int `json:"worker_count_change"`

	MemoryAllocation float64 `json:"memory_allocation"`

	CPUAllocation float64 `json:"cpu_allocation"`

	Priority float64 `json:"priority"`

	Timestamp time.Time `json:"timestamp"`

	ExpectedReward float64 `json:"expected_reward"`
}

type ResourceData struct{}

type ResourceEnv struct{}

type ResourceState struct {
	WorkerCount int `json:"worker_count"`

	CPUUtilization float64 `json:"cpu_utilization"`

	MemoryUsage float64 `json:"memory_usage"`

	QueueLength int `json:"queue_length"`

	ResponseTime float64 `json:"response_time"`

	Throughput float64 `json:"throughput"`

	ErrorRate float64 `json:"error_rate"`
}

type RingBuffer struct {
	// contains filtered or unexported fields
}

type SafeSet struct {
	// contains filtered or unexported fields
}

type ScalingModel struct{}

type ScalingPrediction struct {
	OptimalWorkers int
}

type SchedulingStrategy struct{}

type SleepEvent struct{}

type SleepScheduler struct{}

type SleepState struct {
	Name string

	PowerSavings float64
}

type StateManager struct {
	// contains filtered or unexported fields
}

type StatsSnapshot struct {
	TotalProcessed int64

	SuccessCount int64

	FailureCount int64

	TimeoutCount int64

	AvgProcessingTime time.Duration

	P95ProcessingTime time.Duration

	Throughput float64

	SuccessRate float64

	CurrentQueueDepth int

	AvgMemoryUsage float64

	AvgCPUUsage float64

	RecentFiles []FileInfo

	TopErrors []ErrorCount

	LastUpdate time.Time
}

type SynchronizationTimeoutError struct {
	Operation string

	Expected int

	Actual int

	Timeout time.Duration
}

type TestSyncHelper struct {
	// contains filtered or unexported fields
}

type ThroughputWindow struct {
	// contains filtered or unexported fields
}

type TrafficPrediction struct {
	RequestRateForecast []float64 `json:"request_rate_forecast"`

	ProcessingTimeForecast []float64 `json:"processing_time_forecast"`

	ResourceDemand []float64 `json:"resource_demand"`

	Confidence float64 `json:"confidence"`

	Horizon time.Duration `json:"horizon"`

	Timestamp time.Time `json:"timestamp"`
}

type TrafficPredictor struct{}

type TrafficSample struct {
	Timestamp time.Time `json:"timestamp"`

	RequestRate float64 `json:"request_rate"` // Requests per second

	ProcessingTime float64 `json:"processing_time"` // Average processing time

	QueueDepth int `json:"queue_depth"` // Current queue depth

	ErrorRate float64 `json:"error_rate"` // Error percentage

	ResourceUtil float64 `json:"resource_util"` // CPU/Memory utilization

	EnergyUsage float64 `json:"energy_usage"` // Current power consumption
}

type TrainingData struct {
	TrafficSamples []TrafficSample

	ResourceData []ResourceData

	EnergyData []EnergyData
}

type TransformerPredictor struct {
	// contains filtered or unexported fields
}

type Validator interface {
	ValidateBytes([]byte) (*ingest.Intent, error)
}

type WakeupPredictor struct{}

type Watcher struct {
	// contains filtered or unexported fields
}

type WatcherMetrics struct {
	FilesProcessedTotal int64 // Total files processed successfully

	FilesFailedTotal int64 // Total files that failed processing

	ProcessingDurationTotal int64 // Total processing time in nanoseconds

	ValidationFailuresTotal int64 // Total validation failures

	RetryAttemptsTotal int64 // Total retry attempts

	QueueDepthCurrent int64 // Current queue depth

	BackpressureEventsTotal int64 // Total backpressure events

	ProcessingLatencies []int64 // Ring buffer for latency samples

	ValidationErrorsByType map[string]int64 // Validation errors by type

	ProcessingErrorsByType map[string]int64 // Processing errors by type

	TimeoutCount int64 // Number of timeouts

	MemoryUsageBytes int64 // Current memory usage

	GoroutineCount int64 // Current number of goroutines

	FileDescriptorCount int64 // Current file descriptor usage

	DirectorySizeBytes int64 // Watched directory size

	ThroughputFilesPerSecond float64 // Files processed per second

	AverageProcessingTime time.Duration // Average processing time

	WorkerUtilization float64 // Worker pool utilization %

	StatusFileGenerationRate float64 // Status files generated per second

	StartTime time.Time

	LastUpdateTime time.Time

	MetricsEnabled bool
	// contains filtered or unexported fields
}

type WorkItem struct {
	FilePath string

	Attempt int

	Ctx context.Context
}

type WorkerEnergyMetrics struct{}

type WorkerID = uint32

type WorkerPool struct {
	// contains filtered or unexported fields
}

type WorkloadMigrationController struct{}

type WorkloadProfile struct {
	RequestsPerSecond float64 `json:"requests_per_second"`

	CPUUtilization int `json:"cpu_utilization"` // Percentage 0-100

	MemoryUsage int `json:"memory_usage"` // MB

	NetworkUtilization int `json:"network_utilization"` // Mbps

	IOOperations int `json:"io_operations"`

	NetworkPackets int `json:"network_packets"`

	Throughput float64 `json:"throughput"` // Gbps

	ProcessingDuration time.Duration `json:"processing_duration"`
}

type WriteRequest struct {
	Path string

	Data []byte

	Mode os.FileMode

	Callback func(error)

	Timestamp time.Time
}