analytics

type CategoryProductivityStats struct {
	TopCategory         categories.Category             `json:"top_category"`
	MostImproved        categories.Category             `json:"most_improved"`
	CategoryScores      map[categories.Category]float64 `json:"category_scores"`
	DiversityScore      float64                         `json:"diversity_score"`
	SpecializationLevel string                          `json:"specialization_level"`
}

type DailyProductivityPattern struct {
	PeakHours      []int             `json:"peak_hours"`
	PeakScore      float64           `json:"peak_score"`
	LowHours       []int             `json:"low_hours"`
	HourlyStats    map[int]*HourStat `json:"hourly_stats"`
	MorningScore   float64           `json:"morning_score"`   // 6-12
	AfternoonScore float64           `json:"afternoon_score"` // 12-18
	EveningScore   float64           `json:"evening_score"`   // 18-24
	NightScore     float64           `json:"night_score"`     // 0-6
}

type DayStat struct {
	Day            time.Weekday `json:"day"`
	CommandCount   int          `json:"command_count"`
	Productivity   float64      `json:"productivity"`
	CategorySpread int          `json:"category_spread"`
}

type EfficiencyMetrics struct {
	CommandsPerSession   float64 `json:"commands_per_session"`
	AverageSessionLength float64 `json:"average_session_length"`
	RepetitiveCommands   float64 `json:"repetitive_commands"`
	UniqueCommandRatio   float64 `json:"unique_command_ratio"`
	ComplexityScore      float64 `json:"complexity_score"`
	AutomationPotential  float64 `json:"automation_potential"`
}

type HeatmapAnalyzer struct{}

type HeatmapData struct {
	WeeklyHeatmap    map[time.Weekday]map[int]float64 `json:"weekly_heatmap"`
	MonthlyHeatmap   map[int]map[int]float64          `json:"monthly_heatmap"` // day -> hour -> intensity
	OptimalHours     []int                            `json:"optimal_hours"`
	PeakDays         []time.Weekday                   `json:"peak_days"`
	WorkingPatterns  []WorkingPattern                 `json:"working_patterns"`
	FocusScore       float64                          `json:"focus_score"`
	DistributionType string                           `json:"distribution_type"`
}

type HourStat struct {
	Hour         int     `json:"hour"`
	CommandCount int     `json:"command_count"`
	Productivity float64 `json:"productivity"`
	Diversity    float64 `json:"diversity"`
}

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

type ProductivityMetrics struct {
	OverallScore      float64                   `json:"overall_score"`
	DailyPattern      DailyProductivityPattern  `json:"daily_pattern"`
	WeeklyPattern     WeeklyProductivityPattern `json:"weekly_pattern"`
	CategoryInsights  CategoryProductivityStats `json:"category_insights"`
	StreakAnalysis    StreakAnalysis            `json:"streak_analysis"`
	EfficiencyMetrics EfficiencyMetrics         `json:"efficiency_metrics"`
	TimeDistribution  map[string]float64        `json:"time_distribution"`
}

type ProductivityTip struct {
	Category    string `json:"category"`
	Title       string `json:"title"`
	Description string `json:"description"`
	Impact      string `json:"impact"`   // high, medium, low
	Effort      string `json:"effort"`   // high, medium, low
	Priority    int    `json:"priority"` // 1-10
}

type SeasonalTrends struct {
	WeekdayTrend   string  `json:"weekday_trend"`   // increasing, decreasing, stable
	WeekendPattern string  `json:"weekend_pattern"` // active, inactive, balanced
	MonthlyTrend   string  `json:"monthly_trend"`
	Seasonality    float64 `json:"seasonality"` // 0-100
}

type StreakAnalysis struct {
	CurrentStreak    int     `json:"current_streak"`
	LongestStreak    int     `json:"longest_streak"`
	ConsistencyScore float64 `json:"consistency_score"`
	DaysActive       int     `json:"days_active"`
	WeeksActive      int     `json:"weeks_active"`
	AverageGap       float64 `json:"average_gap"`
}

type TimeInsights struct {
	Recommendations  []string             `json:"recommendations"`
	OptimalSchedule  map[string]string    `json:"optimal_schedule"`
	ProductivityTips []ProductivityTip    `json:"productivity_tips"`
	SeasonalTrends   SeasonalTrends       `json:"seasonal_trends"`
	WorkLifeBalance  WorkLifeBalanceScore `json:"work_life_balance"`
}

type WeeklyProductivityPattern struct {
	MostProductiveDay  time.Weekday              `json:"most_productive_day"`
	LeastProductiveDay time.Weekday              `json:"least_productive_day"`
	WeekdayScore       float64                   `json:"weekday_score"`
	WeekendScore       float64                   `json:"weekend_score"`
	DailyStats         map[time.Weekday]*DayStat `json:"daily_stats"`
}

type WorkLifeBalanceScore struct {
	Score           float64  `json:"score"`            // 0-100
	WeekendActivity float64  `json:"weekend_activity"` // 0-100
	EveningActivity float64  `json:"evening_activity"` // 0-100
	OffHoursRatio   float64  `json:"off_hours_ratio"`  // 0-100
	BalanceLevel    string   `json:"balance_level"`    // excellent, good, needs_improvement, poor
	Recommendations []string `json:"recommendations"`
}

type WorkingPattern struct {
	Name        string         `json:"name"`
	StartTime   int            `json:"start_time"` // hour
	EndTime     int            `json:"end_time"`   // hour
	Intensity   float64        `json:"intensity"`  // 0-100
	Days        []time.Weekday `json:"days"`
	Confidence  float64        `json:"confidence"` // 0-100
	Description string         `json:"description"`
}