WHOOSH/internal/orchestrator/scaling_metrics.go

package orchestrator

import (
	"context"
	"encoding/json"
	"fmt"
	"sync"
	"time"

	"github.com/rs/zerolog/log"
	"go.opentelemetry.io/otel/attribute"

	"github.com/chorus-services/whoosh/internal/tracing"
)

// ScalingMetricsCollector collects and manages scaling operation metrics
type ScalingMetricsCollector struct {
	mu           sync.RWMutex
	operations   []ScalingOperation
	maxHistory   int
	currentWave  *WaveMetrics
}

// ScalingOperation represents a completed scaling operation
type ScalingOperation struct {
	ID              string              `json:"id"`
	ServiceName     string              `json:"service_name"`
	WaveNumber      int                 `json:"wave_number"`
	StartedAt       time.Time           `json:"started_at"`
	CompletedAt     time.Time           `json:"completed_at"`
	Duration        time.Duration       `json:"duration"`
	TargetReplicas  int                 `json:"target_replicas"`
	AchievedReplicas int                `json:"achieved_replicas"`
	Success         bool                `json:"success"`
	FailureReason   string              `json:"failure_reason,omitempty"`
	JoinAttempts    []JoinAttempt       `json:"join_attempts"`
	HealthGateResults map[string]bool   `json:"health_gate_results"`
	BackoffLevel    int                 `json:"backoff_level"`
}

// JoinAttempt represents an individual replica join attempt
type JoinAttempt struct {
	ReplicaID     string        `json:"replica_id"`
	AttemptedAt   time.Time     `json:"attempted_at"`
	CompletedAt   time.Time     `json:"completed_at,omitempty"`
	Duration      time.Duration `json:"duration"`
	Success       bool          `json:"success"`
	FailureReason string        `json:"failure_reason,omitempty"`
	BootstrapPeers []string     `json:"bootstrap_peers"`
}

// WaveMetrics tracks metrics for the currently executing wave
type WaveMetrics struct {
	WaveID         string              `json:"wave_id"`
	ServiceName    string              `json:"service_name"`
	StartedAt      time.Time           `json:"started_at"`
	TargetReplicas int                 `json:"target_replicas"`
	CurrentReplicas int                `json:"current_replicas"`
	JoinAttempts   []JoinAttempt       `json:"join_attempts"`
	HealthChecks   []HealthCheckResult `json:"health_checks"`
	BackoffLevel   int                 `json:"backoff_level"`
}

// HealthCheckResult represents a health gate check result
type HealthCheckResult struct {
	Timestamp   time.Time         `json:"timestamp"`
	GateName    string            `json:"gate_name"`
	Healthy     bool              `json:"healthy"`
	Reason      string            `json:"reason,omitempty"`
	Metrics     map[string]interface{} `json:"metrics,omitempty"`
	CheckDuration time.Duration   `json:"check_duration"`
}

// ScalingMetricsReport provides aggregated metrics for reporting
type ScalingMetricsReport struct {
	WindowStart       time.Time                `json:"window_start"`
	WindowEnd         time.Time                `json:"window_end"`
	TotalOperations   int                      `json:"total_operations"`
	SuccessfulOps     int                      `json:"successful_operations"`
	FailedOps         int                      `json:"failed_operations"`
	SuccessRate       float64                  `json:"success_rate"`
	AverageWaveTime   time.Duration            `json:"average_wave_time"`
	AverageJoinTime   time.Duration            `json:"average_join_time"`
	BackoffEvents     int                      `json:"backoff_events"`
	HealthGateFailures map[string]int          `json:"health_gate_failures"`
	ServiceMetrics    map[string]ServiceMetrics `json:"service_metrics"`
	CurrentWave       *WaveMetrics             `json:"current_wave,omitempty"`
}

// ServiceMetrics provides per-service scaling metrics
type ServiceMetrics struct {
	ServiceName       string        `json:"service_name"`
	TotalWaves        int           `json:"total_waves"`
	SuccessfulWaves   int           `json:"successful_waves"`
	AverageWaveTime   time.Duration `json:"average_wave_time"`
	LastScaled        time.Time     `json:"last_scaled"`
	CurrentReplicas   int           `json:"current_replicas"`
}

// NewScalingMetricsCollector creates a new metrics collector
func NewScalingMetricsCollector(maxHistory int) *ScalingMetricsCollector {
	if maxHistory == 0 {
		maxHistory = 1000 // Default to keeping 1000 operations
	}

	return &ScalingMetricsCollector{
		operations: make([]ScalingOperation, 0),
		maxHistory: maxHistory,
	}
}

// StartWave begins tracking a new scaling wave
func (smc *ScalingMetricsCollector) StartWave(ctx context.Context, waveID, serviceName string, targetReplicas int) {
	ctx, span := tracing.Tracer.Start(ctx, "scaling_metrics.start_wave")
	defer span.End()

	smc.mu.Lock()
	defer smc.mu.Unlock()

	smc.currentWave = &WaveMetrics{
		WaveID:         waveID,
		ServiceName:    serviceName,
		StartedAt:      time.Now(),
		TargetReplicas: targetReplicas,
		JoinAttempts:   make([]JoinAttempt, 0),
		HealthChecks:   make([]HealthCheckResult, 0),
	}

	span.SetAttributes(
		attribute.String("wave.id", waveID),
		attribute.String("wave.service", serviceName),
		attribute.Int("wave.target_replicas", targetReplicas),
	)

	log.Info().
		Str("wave_id", waveID).
		Str("service_name", serviceName).
		Int("target_replicas", targetReplicas).
		Msg("Started tracking scaling wave")
}

// RecordJoinAttempt records a replica join attempt
func (smc *ScalingMetricsCollector) RecordJoinAttempt(replicaID string, bootstrapPeers []string, success bool, duration time.Duration, failureReason string) {
	smc.mu.Lock()
	defer smc.mu.Unlock()

	if smc.currentWave == nil {
		log.Warn().Str("replica_id", replicaID).Msg("No active wave to record join attempt")
		return
	}

	attempt := JoinAttempt{
		ReplicaID:      replicaID,
		AttemptedAt:    time.Now().Add(-duration),
		CompletedAt:    time.Now(),
		Duration:       duration,
		Success:        success,
		FailureReason:  failureReason,
		BootstrapPeers: bootstrapPeers,
	}

	smc.currentWave.JoinAttempts = append(smc.currentWave.JoinAttempts, attempt)

	log.Debug().
		Str("wave_id", smc.currentWave.WaveID).
		Str("replica_id", replicaID).
		Bool("success", success).
		Dur("duration", duration).
		Msg("Recorded join attempt")
}

// RecordHealthCheck records a health gate check result
func (smc *ScalingMetricsCollector) RecordHealthCheck(gateName string, healthy bool, reason string, metrics map[string]interface{}, duration time.Duration) {
	smc.mu.Lock()
	defer smc.mu.Unlock()

	if smc.currentWave == nil {
		log.Warn().Str("gate_name", gateName).Msg("No active wave to record health check")
		return
	}

	result := HealthCheckResult{
		Timestamp:     time.Now(),
		GateName:      gateName,
		Healthy:       healthy,
		Reason:        reason,
		Metrics:       metrics,
		CheckDuration: duration,
	}

	smc.currentWave.HealthChecks = append(smc.currentWave.HealthChecks, result)

	log.Debug().
		Str("wave_id", smc.currentWave.WaveID).
		Str("gate_name", gateName).
		Bool("healthy", healthy).
		Dur("duration", duration).
		Msg("Recorded health check")
}

// CompleteWave finishes tracking the current wave and archives it
func (smc *ScalingMetricsCollector) CompleteWave(ctx context.Context, success bool, achievedReplicas int, failureReason string, backoffLevel int) {
	ctx, span := tracing.Tracer.Start(ctx, "scaling_metrics.complete_wave")
	defer span.End()

	smc.mu.Lock()
	defer smc.mu.Unlock()

	if smc.currentWave == nil {
		log.Warn().Msg("No active wave to complete")
		return
	}

	now := time.Now()
	operation := ScalingOperation{
		ID:               smc.currentWave.WaveID,
		ServiceName:      smc.currentWave.ServiceName,
		WaveNumber:       len(smc.operations) + 1,
		StartedAt:        smc.currentWave.StartedAt,
		CompletedAt:      now,
		Duration:         now.Sub(smc.currentWave.StartedAt),
		TargetReplicas:   smc.currentWave.TargetReplicas,
		AchievedReplicas: achievedReplicas,
		Success:          success,
		FailureReason:    failureReason,
		JoinAttempts:     smc.currentWave.JoinAttempts,
		HealthGateResults: smc.extractHealthGateResults(),
		BackoffLevel:     backoffLevel,
	}

	// Add to operations history
	smc.operations = append(smc.operations, operation)

	// Trim history if needed
	if len(smc.operations) > smc.maxHistory {
		smc.operations = smc.operations[len(smc.operations)-smc.maxHistory:]
	}

	span.SetAttributes(
		attribute.String("wave.id", operation.ID),
		attribute.String("wave.service", operation.ServiceName),
		attribute.Bool("wave.success", success),
		attribute.Int("wave.achieved_replicas", achievedReplicas),
		attribute.Int("wave.backoff_level", backoffLevel),
		attribute.String("wave.duration", operation.Duration.String()),
	)

	log.Info().
		Str("wave_id", operation.ID).
		Str("service_name", operation.ServiceName).
		Bool("success", success).
		Int("achieved_replicas", achievedReplicas).
		Dur("duration", operation.Duration).
		Msg("Completed scaling wave")

	// Clear current wave
	smc.currentWave = nil
}

// extractHealthGateResults extracts the final health gate results from checks
func (smc *ScalingMetricsCollector) extractHealthGateResults() map[string]bool {
	results := make(map[string]bool)

	// Get the latest result for each gate
	for _, check := range smc.currentWave.HealthChecks {
		results[check.GateName] = check.Healthy
	}

	return results
}

// GenerateReport generates a metrics report for the specified time window
func (smc *ScalingMetricsCollector) GenerateReport(ctx context.Context, windowStart, windowEnd time.Time) *ScalingMetricsReport {
	ctx, span := tracing.Tracer.Start(ctx, "scaling_metrics.generate_report")
	defer span.End()

	smc.mu.RLock()
	defer smc.mu.RUnlock()

	report := &ScalingMetricsReport{
		WindowStart:        windowStart,
		WindowEnd:          windowEnd,
		HealthGateFailures: make(map[string]int),
		ServiceMetrics:     make(map[string]ServiceMetrics),
		CurrentWave:        smc.currentWave,
	}

	// Filter operations within window
	var windowOps []ScalingOperation
	for _, op := range smc.operations {
		if op.StartedAt.After(windowStart) && op.StartedAt.Before(windowEnd) {
			windowOps = append(windowOps, op)
		}
	}

	report.TotalOperations = len(windowOps)

	if len(windowOps) == 0 {
		return report
	}

	// Calculate aggregated metrics
	var totalDuration time.Duration
	var totalJoinDuration time.Duration
	var totalJoinAttempts int
	serviceStats := make(map[string]*ServiceMetrics)

	for _, op := range windowOps {
		// Overall stats
		if op.Success {
			report.SuccessfulOps++
		} else {
			report.FailedOps++
		}

		totalDuration += op.Duration

		// Backoff tracking
		if op.BackoffLevel > 0 {
			report.BackoffEvents++
		}

		// Health gate failures
		for gate, healthy := range op.HealthGateResults {
			if !healthy {
				report.HealthGateFailures[gate]++
			}
		}

		// Join attempt metrics
		for _, attempt := range op.JoinAttempts {
			totalJoinDuration += attempt.Duration
			totalJoinAttempts++
		}

		// Service-specific metrics
		if _, exists := serviceStats[op.ServiceName]; !exists {
			serviceStats[op.ServiceName] = &ServiceMetrics{
				ServiceName: op.ServiceName,
			}
		}

		svc := serviceStats[op.ServiceName]
		svc.TotalWaves++
		if op.Success {
			svc.SuccessfulWaves++
		}
		if op.CompletedAt.After(svc.LastScaled) {
			svc.LastScaled = op.CompletedAt
			svc.CurrentReplicas = op.AchievedReplicas
		}
	}

	// Calculate rates and averages
	report.SuccessRate = float64(report.SuccessfulOps) / float64(report.TotalOperations)
	report.AverageWaveTime = totalDuration / time.Duration(len(windowOps))

	if totalJoinAttempts > 0 {
		report.AverageJoinTime = totalJoinDuration / time.Duration(totalJoinAttempts)
	}

	// Finalize service metrics
	for serviceName, stats := range serviceStats {
		if stats.TotalWaves > 0 {
			// Calculate average wave time for this service
			var serviceDuration time.Duration
			serviceWaves := 0
			for _, op := range windowOps {
				if op.ServiceName == serviceName {
					serviceDuration += op.Duration
					serviceWaves++
				}
			}
			stats.AverageWaveTime = serviceDuration / time.Duration(serviceWaves)
		}
		report.ServiceMetrics[serviceName] = *stats
	}

	span.SetAttributes(
		attribute.Int("report.total_operations", report.TotalOperations),
		attribute.Int("report.successful_operations", report.SuccessfulOps),
		attribute.Float64("report.success_rate", report.SuccessRate),
		attribute.String("report.window_duration", windowEnd.Sub(windowStart).String()),
	)

	return report
}

// GetCurrentWave returns the currently active wave metrics
func (smc *ScalingMetricsCollector) GetCurrentWave() *WaveMetrics {
	smc.mu.RLock()
	defer smc.mu.RUnlock()

	if smc.currentWave == nil {
		return nil
	}

	// Return a copy to avoid concurrent access issues
	wave := *smc.currentWave
	wave.JoinAttempts = make([]JoinAttempt, len(smc.currentWave.JoinAttempts))
	copy(wave.JoinAttempts, smc.currentWave.JoinAttempts)
	wave.HealthChecks = make([]HealthCheckResult, len(smc.currentWave.HealthChecks))
	copy(wave.HealthChecks, smc.currentWave.HealthChecks)

	return &wave
}

// GetRecentOperations returns the most recent scaling operations
func (smc *ScalingMetricsCollector) GetRecentOperations(limit int) []ScalingOperation {
	smc.mu.RLock()
	defer smc.mu.RUnlock()

	if limit <= 0 || limit > len(smc.operations) {
		limit = len(smc.operations)
	}

	// Return most recent operations
	start := len(smc.operations) - limit
	operations := make([]ScalingOperation, limit)
	copy(operations, smc.operations[start:])

	return operations
}

// ExportMetrics exports metrics in JSON format
func (smc *ScalingMetricsCollector) ExportMetrics(ctx context.Context) ([]byte, error) {
	ctx, span := tracing.Tracer.Start(ctx, "scaling_metrics.export")
	defer span.End()

	smc.mu.RLock()
	defer smc.mu.RUnlock()

	export := struct {
		Operations  []ScalingOperation `json:"operations"`
		CurrentWave *WaveMetrics       `json:"current_wave,omitempty"`
		ExportedAt  time.Time          `json:"exported_at"`
	}{
		Operations:  smc.operations,
		CurrentWave: smc.currentWave,
		ExportedAt:  time.Now(),
	}

	data, err := json.MarshalIndent(export, "", "  ")
	if err != nil {
		return nil, fmt.Errorf("failed to marshal metrics: %w", err)
	}

	span.SetAttributes(
		attribute.Int("export.operation_count", len(smc.operations)),
		attribute.Bool("export.has_current_wave", smc.currentWave != nil),
	)

	return data, nil
}