package services

import (
	"bookhoard/internal/database"
	"bookhoard/internal/utils"
	"context"
	"encoding/json"
	"fmt"
	"log"
	"time"

	"github.com/google/uuid"
	"github.com/jackc/pgx/v5/pgtype"
)

// StatisticsService aggregates reading_history sessions into the
// reading-stats surfaces: the /stats page, its per-book card, and the
// dashboard "this week" widget. All day bucketing happens in the
// REQUESTING user's timezone — every calendar concept here is per-user
// (server convention; "today" is the user's calendar, never UTC).
type StatisticsService struct {
	db *database.Queries
}

func NewStatisticsService(db *database.Queries) *StatisticsService {
	return &StatisticsService{db: db}
}

// finishedThreshold mirrors what the readers push at the end of a book:
// 0.995 leaves room for a TOC/colophon page pushing just under 100%
// (percentage is a 0..1 float everywhere on the server).
const finishedThreshold = 0.995

// streakLookbackDays bounds the streak calendar (both streaks computed
// over that recent window — "in record").
const streakLookbackDays = 730

// topBooksLimit is the "most read" list length on the /stats page.
const topBooksLimit = 5

// StatsRange is an inclusive calendar range in a user's timezone.
type StatsRange struct {
	Start time.Time // first instant of the first day
	End   time.Time // last nanosecond of the last day
	Days  int
}

// ResolveStatsRange maps the UI's selector ("7", "30", "90", "year") to
// an inclusive window ending today in the user's timezone.
func ResolveStatsRange(tz string, rangeKey string) (StatsRange, error) {
	loc := utils.UserLocation(tz)
	now := time.Now().In(loc)
	// Anchor the end-of-day to the START of today (clock time stripped):
	// today.AddDate(0,0,1) minus a nanosecond would carry this instant's
	// clock into tomorrow and resolve "today" a calendar day late.
	todayStart := time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, loc)
	end := todayStart.AddDate(0, 0, 1).Add(-time.Nanosecond)

	var days int
	switch rangeKey {
	case "", "7":
		days = 7
	case "30":
		days = 30
	case "90":
		days = 90
	case "year":
		// Calendar year to date (Jan 1 → today).
		jan1 := time.Date(now.Year(), time.January, 1, 0, 0, 0, 0, loc)
		days = int(now.Sub(jan1).Hours()/24.0) + 1
		if days < 1 {
			days = 1
		}
	default:
		return StatsRange{}, fmt.Errorf("invalid range: %s (use 7, 30, 90 or year)", rangeKey)
	}

	start := todayStart.AddDate(0, 0, -(days - 1))
	return StatsRange{Start: start, End: end, Days: days}, nil
}

type DailyStats struct {
	Date     string `json:"date"` // YYYY-MM-DD, in the user's timezone
	Minutes  int    `json:"minutes"`
	Pages    int    `json:"pages"`
	Sessions int    `json:"sessions"`
}

type StreakStats struct {
	// Current counts consecutive active days ending at today; when today
	// has no session yet, the streak that ends yesterday still counts.
	Current     int  `json:"current"`
	Longest     int  `json:"longest"` // longest active streak in record
	ActiveToday bool `json:"active_today"`
}

type TopBookStats struct {
	MediaItemID    string `json:"media_item_id"`
	Title          string `json:"title"`
	Author         string `json:"author"`
	CoverImagePath string `json:"cover_image_path"`
	Minutes        int    `json:"minutes"`
	Pages          int    `json:"pages"`
	Sessions       int    `json:"sessions"`
	LastRead       string `json:"last_read"`
}

type LibraryStats struct {
	LibraryID string `json:"library_id"`
	Name      string `json:"name"`
	Minutes   int    `json:"minutes"`
	Pages     int    `json:"pages"`
	Sessions  int    `json:"sessions"`
	Books     int    `json:"books"`
}

type DeviceStats struct {
	// DeviceID is empty for the web bucket (pushes that carry no device
	// credential — browser reading sessions) — Name then reads "Web".
	DeviceID string `json:"device_id"`
	Name     string `json:"name"`
	Type     string `json:"type"`
	Minutes  int    `json:"minutes"`
	Pages    int    `json:"pages"`
	Sessions int    `json:"sessions"`
	Books    int    `json:"books"`
}

type UserSummaryStats struct {
	Range             string         `json:"range"`
	Days              int            `json:"days"`
	StartDate         string         `json:"start_date"`
	EndDate           string         `json:"end_date"`
	TotalMinutes      int            `json:"total_minutes"`
	TotalPages        int            `json:"total_pages"`
	SessionCount      int            `json:"session_count"`
	BooksActive       int            `json:"books_with_activity"`
	BooksFinished     int            `json:"books_finished"`
	CompletionRate    float64        `json:"completion_rate"` // finished / books with activity (0 when none)
	AvgSessionMin     float64        `json:"average_session_minutes"`
	Daily             []DailyStats   `json:"daily"` // zero-filled across the range
	Streak            StreakStats    `json:"streak"`
	MostActiveWeekday string         `json:"most_active_weekday"` // by minutes over the range; "" when nothing
	MostActiveDay     string         `json:"most_active_day"`     // date with the most minutes
	MostActiveMinutes int            `json:"most_active_day_minutes"`
	TopBooks          []TopBookStats `json:"top_books"`
	LibraryBreakdown  []LibraryStats `json:"library_breakdown"`
	DeviceBreakdown   []DeviceStats  `json:"device_breakdown"`
}

type WeekSummaryStats struct {
	WeekMinutes   int  `json:"week_minutes"`
	WeekPages     int  `json:"week_pages"`
	WeekSessions  int  `json:"week_sessions"`
	WeekBooks     int  `json:"week_books"`
	PrevMinutes   int  `json:"prev_week_minutes"`
	PrevPages     int  `json:"prev_week_pages"`
	PrevSessions  int  `json:"prev_week_sessions"`
	ActiveToday   bool `json:"active_today"`
	CurrentStreak int  `json:"current_streak"`
}

type BookStats struct {
	MediaItemID    string           `json:"media_item_id"`
	TotalMinutes   int              `json:"total_minutes"`
	TotalSeconds   int              `json:"total_seconds"` // exact wall-clock (audio "Time listened"; minutes lose the remainder)
	TotalPages     int              `json:"total_pages"`
	SessionCount   int              `json:"session_count"`
	MaxProgress    float64          `json:"max_progress"`
	Finished       bool             `json:"finished"`
	FirstSession   string           `json:"first_session"`
	LastSession    string           `json:"last_session"`
	RecentSessions []SessionSummary `json:"recent_sessions"` // newest first, capped
}

type SessionSummary struct {
	StartedAt string  `json:"started_at"`
	EndedAt   string  `json:"ended_at"`
	Minutes   int     `json:"minutes"`
	Pages     int     `json:"pages"` // 0 when unknown (no page info on the pushes)
	Progress  float64 `json:"progress"`
	Source    string  `json:"source"`
}

// userVisibleLibraryIDs loads the family-lens set for this user (empty →
// no visible-library filter, i.e. everything is visible by default).
func (s *StatisticsService) userVisibleLibraryIDs(ctx context.Context, userID pgtype.UUID) ([]pgtype.UUID, error) {
	rows, err := s.db.GetUserVisibleLibraries(ctx, userID)
	if err != nil {
		return nil, fmt.Errorf("failed to check library access: %w", err)
	}
	ids := make([]pgtype.UUID, 0, len(rows))
	for _, lib := range rows {
		if lib.ID.Valid {
			ids = append(ids, lib.ID)
		}
	}
	return ids, nil
}

// visibleOrNil maps an empty visible set to a NULL filter argument.
func visibleOrNil(ids []pgtype.UUID) []pgtype.UUID {
	if len(ids) == 0 {
		return nil
	}
	return ids
}

// UserSummary builds the /stats page payload for a range: totals,
// zero-filled daily arrays, streaks, most-active day, top books, and
// the per-library breakdown — one call for the page.
func (s *StatisticsService) UserSummary(ctx context.Context, userID pgtype.UUID, tz, rangeKey string) (UserSummaryStats, error) {
	statsRange, err := ResolveStatsRange(tz, rangeKey)
	if err != nil {
		return UserSummaryStats{}, err
	}
	loc := utils.UserLocation(tz)

	visibleIDs, err := s.userVisibleLibraryIDs(ctx, userID)
	if err != nil {
		return UserSummaryStats{}, err
	}

	sessions, err := s.db.GetUserReadingSessionsRange(ctx, database.GetUserReadingSessionsRangeParams{
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start, Valid: true},
		EndTime:           pgtype.Timestamptz{Time: statsRange.End, Valid: true},
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err != nil {
		return UserSummaryStats{}, fmt.Errorf("failed to load reading sessions: %w", err)
	}

	summary := UserSummaryStats{
		Range:            rangeKey,
		Days:             statsRange.Days,
		StartDate:        statsRange.Start.Format("2006-01-02"),
		EndDate:          statsRange.End.Format("2006-01-02"),
		Daily:            make([]DailyStats, 0, statsRange.Days),
		TopBooks:         []TopBookStats{},
		LibraryBreakdown: []LibraryStats{},
		DeviceBreakdown:  []DeviceStats{},
	}

	// Zero-filled calendar (inclusive of today).
	dailyMap := make(map[string]*DailyStats, statsRange.Days)
	for i := 0; i < statsRange.Days; i++ {
		day := statsRange.Start.AddDate(0, 0, i)
		entry := DailyStats{Date: day.Format("2006-01-02")}
		summary.Daily = append(summary.Daily, entry)
		dailyMap[entry.Date] = &summary.Daily[len(summary.Daily)-1]
	}

	bookActivity := make(map[string]bool, len(sessions))
	finishedSet := make(map[string]bool)
	var totalSessionSeconds int64
	weekdayMinutes := make(map[time.Weekday]int)

	for _, sess := range sessions {
		// The bucket key matches the SQL range filter: the session END
		// instant (what the capture stamps; NULL falls back to
		// created_at) — not the row's created_at.
		ts := sess.CreatedAt
		if sess.ReadingSessionEnd.Valid {
			ts = sess.ReadingSessionEnd
		}
		key := dayKey(ts, loc)
		entry, ok := dailyMap[key]
		if !ok {
			continue // defensive: outside the inclusive window
		}

		if sess.TimeSpentSeconds.Valid {
			seconds := int64(sess.TimeSpentSeconds.Int32)
			totalSessionSeconds += seconds
			summary.TotalMinutes += int(seconds / 60)
			entry.Minutes += int(seconds / 60)
		}
		if sess.PagesRead.Valid {
			summary.TotalPages += int(sess.PagesRead.Int32)
			entry.Pages += int(sess.PagesRead.Int32)
		}
		entry.Sessions++
		summary.SessionCount++

		mediaUUID, err := uuid.FromBytes(sess.MediaItemID.Bytes[0:16])
		if err == nil {
			key := mediaUUID.String()
			bookActivity[key] = true
			if sess.ProgressPercentage.Valid && sess.ProgressPercentage.Float64 >= finishedThreshold {
				finishedSet[key] = true
			}
		}

		localTime := ts.Time.In(loc)
		if sess.TimeSpentSeconds.Valid {
			weekdayMinutes[localTime.Weekday()] += int(sess.TimeSpentSeconds.Int32) / 60
		}
	}

	summary.BooksActive = len(bookActivity)
	summary.BooksFinished = len(finishedSet)
	if summary.BooksActive > 0 {
		summary.CompletionRate = float64(summary.BooksFinished) / float64(summary.BooksActive)
	}
	if summary.SessionCount > 0 {
		summary.AvgSessionMin = float64(totalSessionSeconds) / float64(summary.SessionCount) / 60.0
	}

	// Most-active weekday by minutes (empty string before any signal).
	dayNames := []string{"Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"}
	bestWeekdayMinutes := -1
	var bestWeekday time.Weekday
	for wd, mins := range weekdayMinutes {
		if mins > bestWeekdayMinutes {
			bestWeekdayMinutes = mins
			bestWeekday = wd
		}
	}
	if bestWeekdayMinutes > 0 {
		summary.MostActiveWeekday = dayNames[bestWeekday]
	}

	for _, d := range summary.Daily {
		if d.Minutes > summary.MostActiveMinutes {
			summary.MostActiveMinutes = d.Minutes
			summary.MostActiveDay = d.Date
		}
	}

	// Streaks: a dedicated lightweight calendar (~2y look-back) so a
	// current streak longer than the selected range is still real.
	activeDays, err := s.db.GetUserReadingActiveDays(ctx, database.GetUserReadingActiveDaysParams{
		Tz:                loc.String(),
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start.AddDate(0, 0, -(streakLookbackDays - statsRange.Days)), Valid: true},
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err == nil {
		summary.Streak = computeStreaks(activeDays, statsRange.End.Format("2006-01-02"))
	} else {
		log.Printf("stats: active-days query failed: %v", err)
	}

	// Top books by minutes in the range.
	topRows, err := s.db.GetTopBooksByMinutes(ctx, database.GetTopBooksByMinutesParams{
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start, Valid: true},
		EndTime:           pgtype.Timestamptz{Time: statsRange.End, Valid: true},
		VisibleLibraryIds: visibleOrNil(visibleIDs),
		Limit:             topBooksLimit,
	})
	if err == nil {
		for _, row := range topRows {
			entry := TopBookStats{
				Title:          row.Title,
				Author:         row.Author.String,
				CoverImagePath: utils.ResolveMediaURL(row.LibraryID, row.CoverImagePath),
				Minutes:        int(row.TotalSeconds) / 60,
				Pages:          int(row.TotalPages),
				Sessions:       int(row.SessionCount),
			}
			if row.MediaItemID.Valid {
				entry.MediaItemID = uuid.UUID(row.MediaItemID.Bytes).String()
			}
			if row.LastRead != nil {
				if t, ok := row.LastRead.(time.Time); ok {
					entry.LastRead = utils.FormatTimeInTimezone(t, tz)
				}
			}
			summary.TopBooks = append(summary.TopBooks, entry)
		}
	}

	// Per-library breakdown in the range.
	libRows, err := s.db.GetUserLibraryBreakdown(ctx, database.GetUserLibraryBreakdownParams{
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start, Valid: true},
		EndTime:           pgtype.Timestamptz{Time: statsRange.End, Valid: true},
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err == nil {
		for _, row := range libRows {
			entry := LibraryStats{
				Name:     row.Name,
				Minutes:  int(row.TotalSeconds) / 60,
				Pages:    int(row.TotalPages),
				Sessions: int(row.SessionCount),
				Books:    int(row.BookCount),
			}
			if row.LibraryID.Valid {
				entry.LibraryID = uuid.UUID(row.LibraryID.Bytes).String()
			}
			summary.LibraryBreakdown = append(summary.LibraryBreakdown, entry)
		}
	}

	// Per-device breakdown in the range (LEFT JOIN devices: NULL-device
	// pushes aggregate into one unattributed row so the panel reconciles
	// with the totals).
	deviceRows, err := s.db.GetUserDeviceBreakdown(ctx, database.GetUserDeviceBreakdownParams{
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start, Valid: true},
		EndTime:           pgtype.Timestamptz{Time: statsRange.End, Valid: true},
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err == nil {
		for _, row := range deviceRows {
			entry := DeviceStats{
				Minutes:  int(row.TotalSeconds) / 60,
				Pages:    int(row.TotalPages),
				Sessions: int(row.SessionCount),
				Books:    int(row.BookCount),
				Name:     "Web",
				Type:     "web",
			}
			if row.DeviceName.Valid && row.DeviceName.String != "" {
				entry.Name = row.DeviceName.String
			}
			if row.DeviceType.Valid && row.DeviceType.String != "" {
				entry.Type = row.DeviceType.String
			}
			if row.ID.Valid {
				entry.DeviceID = uuid.UUID(row.ID.Bytes).String()
			}
			summary.DeviceBreakdown = append(summary.DeviceBreakdown, entry)
		}
	}

	return summary, nil
}

// ThisWeek builds the dashboard widget: the current rolling 7-day
// window (today inclusive) versus the previous seven days, plus the
// streak context. One scan over 14 days, split in Go. libraryID scopes
// everything to one library (invalid = all visible libraries) so the
// widget tracks the dashboard's library switcher.
func (s *StatisticsService) ThisWeek(ctx context.Context, userID pgtype.UUID, tz string, libraryID pgtype.UUID) (WeekSummaryStats, error) {
	statsRange, err := ResolveStatsRange(tz, "7")
	if err != nil {
		return WeekSummaryStats{}, err
	}
	loc := utils.UserLocation(tz)

	visibleIDs, err := s.userVisibleLibraryIDs(ctx, userID)
	if err != nil {
		return WeekSummaryStats{}, err
	}

	// Scan the 14-day window: [start - 7 days, end].
	scanStart := statsRange.Start.AddDate(0, 0, -7)
	sessions, err := s.db.GetUserReadingSessionsRange(ctx, database.GetUserReadingSessionsRangeParams{
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: scanStart, Valid: true},
		EndTime:           pgtype.Timestamptz{Time: statsRange.End, Valid: true},
		LibraryID:         libraryID,
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err != nil {
		return WeekSummaryStats{}, fmt.Errorf("failed to load reading sessions: %w", err)
	}

	week := map[string]bool{statsRange.Start.Format("2006-01-02"): true}
	for i := 0; i < statsRange.Days; i++ {
		week[statsRange.Start.AddDate(0, 0, i).Format("2006-01-02")] = true
	}

	out := WeekSummaryStats{
		ActiveToday:   week[statsRange.End.Format("2006-01-02")],
		CurrentStreak: 0,
	}
	booksThis, booksPrev := make(map[string]bool), make(map[string]bool)

	for _, sess := range sessions {
		// Same bucket key as UserSummary: the session END instant.
		ts := sess.CreatedAt
		if sess.ReadingSessionEnd.Valid {
			ts = sess.ReadingSessionEnd
		}
		key := dayKey(ts, loc)
		minutes := 0
		if sess.TimeSpentSeconds.Valid {
			minutes = int(sess.TimeSpentSeconds.Int32) / 60
		}
		pages := 0
		if sess.PagesRead.Valid {
			pages = int(sess.PagesRead.Int32)
		}
		mediaUUID, err := uuid.FromBytes(sess.MediaItemID.Bytes[0:16])
		var bookKey string
		if err == nil {
			bookKey = mediaUUID.String()
		}

		if week[key] { // current 7 days
			out.WeekMinutes += minutes
			out.WeekPages += pages
			out.WeekSessions++
			if bookKey != "" {
				booksThis[bookKey] = true
			}
		} else { // previous 7 days
			out.PrevMinutes += minutes
			out.PrevPages += pages
			out.PrevSessions++
			if bookKey != "" {
				booksPrev[bookKey] = true
			}
		}
	}
	out.WeekBooks = len(booksThis)
	_ = booksPrev

	activeDays, err := s.db.GetUserReadingActiveDays(ctx, database.GetUserReadingActiveDaysParams{
		Tz:                loc.String(),
		UserID:            userID,
		StartTime:         pgtype.Timestamptz{Time: statsRange.Start.AddDate(0, 0, -(streakLookbackDays - statsRange.Days)), Valid: true},
		LibraryID:         libraryID,
		VisibleLibraryIds: visibleOrNil(visibleIDs),
	})
	if err == nil {
		out.CurrentStreak = computeStreaks(activeDays, statsRange.End.Format("2006-01-02")).Current
		out.ActiveToday = computeStreaks(activeDays, statsRange.End.Format("2006-01-02")).ActiveToday
	}

	return out, nil
}

// BookStats is the per-book card: lifetime totals + the most recent
// sessions (bounded so the detail page never scans unbounded history).
func (s *StatisticsService) BookStats(ctx context.Context, userID pgtype.UUID, mediaItemID uuid.UUID, tz string) (BookStats, error) {
	sessions, err := s.db.GetBookReadingSessions(ctx, database.GetBookReadingSessionsParams{
		UserID:      userID,
		MediaItemID: pgtype.UUID{Bytes: mediaItemID, Valid: true},
	})
	if err != nil {
		return BookStats{}, fmt.Errorf("failed to load book sessions: %w", err)
	}

	out := BookStats{
		MediaItemID:    mediaItemID.String(),
		RecentSessions: []SessionSummary{},
	}
	for i, sess := range sessions {
		if sess.TimeSpentSeconds.Valid {
			out.TotalSeconds += int(sess.TimeSpentSeconds.Int32)
			out.TotalMinutes += int(sess.TimeSpentSeconds.Int32) / 60
		}
		if sess.PagesRead.Valid {
			out.TotalPages += int(sess.PagesRead.Int32)
		}
		out.SessionCount++
		if sess.ProgressPercentage.Valid && sess.ProgressPercentage.Float64 > out.MaxProgress {
			out.MaxProgress = sess.ProgressPercentage.Float64
		}
		out.Finished = out.Finished || (sess.ProgressPercentage.Valid && sess.ProgressPercentage.Float64 >= finishedThreshold)

		start := ""
		if sess.ReadingSessionStart.Valid {
			start = utils.FormatTimeInTimezone(sess.ReadingSessionStart.Time, tz)
		}
		end := ""
		if sess.ReadingSessionEnd.Valid {
			end = utils.FormatTimeInTimezone(sess.ReadingSessionEnd.Time, tz)
		}
		if sess.ReadingSessionEnd.Valid {
			if i == 0 {
				out.FirstSession = end
			}
			out.LastSession = end // ascending order → last assignment wins
		}

		if i >= len(sessions)-10 { // the most recent 10 sessions only
			summary := SessionSummary{
				StartedAt: start,
				EndedAt:   end,
				Minutes:   int(sess.TimeSpentSeconds.Int32) / 60,
				Source:    metadataSource(sess.DeviceMetadata),
			}
			if sess.PagesRead.Valid {
				summary.Pages = int(sess.PagesRead.Int32)
			}
			if sess.ProgressPercentage.Valid {
				summary.Progress = sess.ProgressPercentage.Float64
			}
			out.RecentSessions = append(out.RecentSessions, summary)
		}
	}
	// Most-recent first for display.
	for i, j := 0, len(out.RecentSessions)-1; i < j; i, j = i+1, j-1 {
		out.RecentSessions[i], out.RecentSessions[j] = out.RecentSessions[j], out.RecentSessions[i]
	}

	return out, nil
}

// computeStreaks walks an ascending ISO-date list (the active-day
// calendar in the user's timezone) anchored at TODAY's date.
func computeStreaks(activeDays []string, today string) StreakStats {
	activeSet := make(map[string]bool, len(activeDays))
	for _, d := range activeDays {
		activeSet[d] = true
	}

	out := StreakStats{ActiveToday: activeSet[today], Current: 0, Longest: 0}

	// Current: walk back from today; an inactive TODAY falls through to
	// yesterday so a not-yet-read day doesn't erase a live streak.
	anchor := today
	if !activeSet[anchor] {
		if d, err := time.Parse("2006-01-02", today); err == nil {
			anchor = d.AddDate(0, 0, -1).Format("2006-01-02")
		}
	}
	for cur := anchor; activeSet[cur]; {
		out.Current++
		d, err := time.Parse("2006-01-02", cur)
		if err != nil {
			break
		}
		cur = d.AddDate(0, 0, -1).Format("2006-01-02")
	}

	// Longest run in the ascending ordered list.
	run := 0
	var prev string
	for _, d := range activeDays {
		if prev != "" && nextDay(prev) == d {
			run++
		} else {
			run = 1
		}
		if run > out.Longest {
			out.Longest = run
		}
		prev = d
	}

	return out
}

// nextDay returns the day after an ISO date, preserving the format.
func nextDay(iso string) string {
	d, err := time.Parse("2006-01-02", iso)
	if err != nil {
		return ""
	}
	return d.AddDate(0, 0, 1).Format("2006-01-02")
}

// dayKey buckets a session instant into the user's calendar date.
func dayKey(ts pgtype.Timestamptz, loc *time.Location) string {
	if !ts.Valid {
		return ""
	}
	return ts.Time.In(loc).Format("2006-01-02")
}

// metadataSource extracts the capture's source tag from device_metadata.
func metadataSource(raw []byte) string {
	if len(raw) == 0 {
		return ""
	}
	var meta struct {
		Source string `json:"source"`
	}
	if jsonErr := json.Unmarshal(raw, &meta); jsonErr == nil {
		return meta.Source
	}
	return ""
}