sub2api/backend/internal/repository/usage_log_repo_query.go

package repository

import (
	"context"
	"database/sql"
	"encoding/json"
	"fmt"
	"strings"
	"time"

	dbaccount "github.com/Wei-Shaw/sub2api/ent/account"
	dbapikey "github.com/Wei-Shaw/sub2api/ent/apikey"
	dbgroup "github.com/Wei-Shaw/sub2api/ent/group"
	"github.com/Wei-Shaw/sub2api/ent/schema/mixins"
	dbuser "github.com/Wei-Shaw/sub2api/ent/user"
	dbusersub "github.com/Wei-Shaw/sub2api/ent/usersubscription"
	"github.com/Wei-Shaw/sub2api/internal/pkg/pagination"
	"github.com/Wei-Shaw/sub2api/internal/pkg/usagestats"
	"github.com/Wei-Shaw/sub2api/internal/service"
)

const usageLogSelectColumns = "id, user_id, api_key_id, account_id, request_id, model, requested_model, upstream_model, upstream_response_model, upstream_model_mismatch, group_id, subscription_id, input_tokens, output_tokens, cache_creation_tokens, cache_read_tokens, cache_creation_5m_tokens, cache_creation_1h_tokens, image_output_tokens, image_output_cost, image_input_tokens, image_input_cost, input_cost, output_cost, cache_creation_cost, cache_read_cost, total_cost, actual_cost, rate_multiplier, account_rate_multiplier, billing_type, request_type, stream, openai_ws_mode, duration_ms, first_token_ms, user_agent, ip_address, image_count, image_size, image_input_size, image_output_size, image_size_source, image_size_breakdown, video_count, video_resolution, video_duration_seconds, service_tier, reasoning_effort, inbound_endpoint, upstream_endpoint, cache_ttl_overridden, long_context_billing_applied, channel_id, model_mapping_chain, billing_tier, billing_mode, account_stats_cost, session_id, created_at"

func (r *usageLogRepository) GetByID(ctx context.Context, id int64) (log *service.UsageLog, err error) {
	query := "SELECT " + usageLogSelectColumns + " FROM usage_logs WHERE id = $1"
	rows, err := r.sql.QueryContext(ctx, query, id)
	if err != nil {
		return nil, err
	}
	defer func() {
		// 保持主错误优先；仅在无错误时回传 Close 失败。
		// 同时清空返回值，避免误用不完整结果。
		if closeErr := rows.Close(); closeErr != nil && err == nil {
			err = closeErr
			log = nil
		}
	}()
	if !rows.Next() {
		if err = rows.Err(); err != nil {
			return nil, err
		}
		return nil, service.ErrUsageLogNotFound
	}
	log, err = scanUsageLog(rows)
	if err != nil {
		return nil, err
	}
	if err = rows.Err(); err != nil {
		return nil, err
	}
	return log, nil
}

func (r *usageLogRepository) ListByUser(ctx context.Context, userID int64, params pagination.PaginationParams) ([]service.UsageLog, *pagination.PaginationResult, error) {
	return r.listUsageLogsWithPagination(ctx, "WHERE user_id = $1", []any{userID}, params)
}

func (r *usageLogRepository) ListByAPIKey(ctx context.Context, apiKeyID int64, params pagination.PaginationParams) ([]service.UsageLog, *pagination.PaginationResult, error) {
	return r.listUsageLogsWithPagination(ctx, "WHERE api_key_id = $1", []any{apiKeyID}, params)
}

func (r *usageLogRepository) ListByAccount(ctx context.Context, accountID int64, params pagination.PaginationParams) ([]service.UsageLog, *pagination.PaginationResult, error) {
	return r.listUsageLogsWithPagination(ctx, "WHERE account_id = $1", []any{accountID}, params)
}

func (r *usageLogRepository) ListByUserAndTimeRange(ctx context.Context, userID int64, startTime, endTime time.Time) ([]service.UsageLog, *pagination.PaginationResult, error) {
	query := "SELECT " + usageLogSelectColumns + " FROM usage_logs WHERE user_id = $1 AND created_at >= $2 AND created_at < $3 ORDER BY id DESC LIMIT 10000"
	logs, err := r.queryUsageLogs(ctx, query, userID, startTime, endTime)
	return logs, nil, err
}

func (r *usageLogRepository) ListByAPIKeyAndTimeRange(ctx context.Context, apiKeyID int64, startTime, endTime time.Time) ([]service.UsageLog, *pagination.PaginationResult, error) {
	query := "SELECT " + usageLogSelectColumns + " FROM usage_logs WHERE api_key_id = $1 AND created_at >= $2 AND created_at < $3 ORDER BY id DESC LIMIT 10000"
	logs, err := r.queryUsageLogs(ctx, query, apiKeyID, startTime, endTime)
	return logs, nil, err
}

func (r *usageLogRepository) ListByAccountAndTimeRange(ctx context.Context, accountID int64, startTime, endTime time.Time) ([]service.UsageLog, *pagination.PaginationResult, error) {
	query := "SELECT " + usageLogSelectColumns + " FROM usage_logs WHERE account_id = $1 AND created_at >= $2 AND created_at < $3 ORDER BY id DESC LIMIT 10000"
	logs, err := r.queryUsageLogs(ctx, query, accountID, startTime, endTime)
	return logs, nil, err
}

func (r *usageLogRepository) ListByModelAndTimeRange(ctx context.Context, modelName string, startTime, endTime time.Time) ([]service.UsageLog, *pagination.PaginationResult, error) {
	query := fmt.Sprintf("SELECT %s FROM usage_logs WHERE %s = $1 AND created_at >= $2 AND created_at < $3 ORDER BY id DESC LIMIT 10000", usageLogSelectColumns, rawUsageLogModelColumn)
	logs, err := r.queryUsageLogs(ctx, query, modelName, startTime, endTime)
	return logs, nil, err
}

func (r *usageLogRepository) Delete(ctx context.Context, id int64) error {
	_, err := r.sql.ExecContext(ctx, "DELETE FROM usage_logs WHERE id = $1", id)
	return err
}

// UsageLogFilters represents filters for usage log queries
type UsageLogFilters = usagestats.UsageLogFilters

// ListWithFilters lists usage logs with optional filters (for admin)
func (r *usageLogRepository) ListWithFilters(ctx context.Context, params pagination.PaginationParams, filters UsageLogFilters) ([]service.UsageLog, *pagination.PaginationResult, error) {
	conditions := make([]string, 0, 9)
	args := make([]any, 0, 9)

	if filters.UserID > 0 {
		conditions = append(conditions, fmt.Sprintf("user_id = $%d", len(args)+1))
		args = append(args, filters.UserID)
	}
	if filters.APIKeyID > 0 {
		conditions = append(conditions, fmt.Sprintf("api_key_id = $%d", len(args)+1))
		args = append(args, filters.APIKeyID)
	}
	if filters.AccountID > 0 {
		conditions = append(conditions, fmt.Sprintf("account_id = $%d", len(args)+1))
		args = append(args, filters.AccountID)
	}
	if filters.GroupID > 0 {
		conditions = append(conditions, fmt.Sprintf("group_id = $%d", len(args)+1))
		args = append(args, filters.GroupID)
	}
	if requestID := strings.TrimSpace(filters.RequestID); requestID != "" {
		conditions = append(conditions, fmt.Sprintf("request_id = $%d", len(args)+1))
		args = append(args, requestID)
	}
	conditions, args = appendUsageLogModelWhereCondition(conditions, args, filters.Model, filters.ModelFilterSource)
	conditions, args = appendRequestTypeOrStreamWhereCondition(conditions, args, filters.RequestType, filters.Stream)
	if filters.BillingType != nil {
		conditions = append(conditions, fmt.Sprintf("billing_type = $%d", len(args)+1))
		args = append(args, int16(*filters.BillingType))
	}
	conditions, args = appendUsageLogBillingModeWhereCondition(conditions, args, filters.BillingMode)
	if filters.UpstreamModelMismatch != nil {
		conditions = append(conditions, upstreamModelMismatchCondition("upstream_model_mismatch", *filters.UpstreamModelMismatch))
	}
	if filters.StartTime != nil {
		conditions = append(conditions, fmt.Sprintf("created_at >= $%d", len(args)+1))
		args = append(args, *filters.StartTime)
	}
	if filters.EndTime != nil {
		conditions = append(conditions, fmt.Sprintf("created_at < $%d", len(args)+1))
		args = append(args, *filters.EndTime)
	}

	whereClause := buildWhere(conditions)
	var (
		logs []service.UsageLog
		page *pagination.PaginationResult
		err  error
	)
	if shouldUseFastUsageLogTotal(filters) {
		logs, page, err = r.listUsageLogsWithFastPagination(ctx, whereClause, args, params)
	} else {
		logs, page, err = r.listUsageLogsWithPagination(ctx, whereClause, args, params)
	}
	if err != nil {
		return nil, nil, err
	}

	if err := r.hydrateUsageLogAssociations(ctx, logs); err != nil {
		return nil, nil, err
	}
	return logs, page, nil
}

func upstreamModelMismatchCondition(column string, mismatch bool) string {
	if mismatch {
		return column + " IS TRUE"
	}
	return column + " IS FALSE"
}

func shouldUseFastUsageLogTotal(filters UsageLogFilters) bool {
	if filters.ExactTotal {
		return false
	}
	// 强选择过滤下记录集通常较小，保留精确总数。
	return filters.UserID == 0 && filters.APIKeyID == 0 && filters.AccountID == 0
}

func (r *usageLogRepository) listUsageLogsWithPagination(ctx context.Context, whereClause string, args []any, params pagination.PaginationParams) ([]service.UsageLog, *pagination.PaginationResult, error) {
	countQuery := "SELECT COUNT(*) FROM usage_logs " + whereClause
	var total int64
	if err := scanSingleRow(ctx, r.sql, countQuery, args, &total); err != nil {
		return nil, nil, err
	}

	limitPos := len(args) + 1
	offsetPos := len(args) + 2
	listArgs := append(append([]any{}, args...), params.Limit(), params.Offset())
	query := fmt.Sprintf("SELECT %s FROM usage_logs %s ORDER BY %s LIMIT $%d OFFSET $%d", usageLogSelectColumns, whereClause, usageLogOrderBy(params), limitPos, offsetPos)
	logs, err := r.queryUsageLogs(ctx, query, listArgs...)
	if err != nil {
		return nil, nil, err
	}
	return logs, paginationResultFromTotal(total, params), nil
}

func (r *usageLogRepository) listUsageLogsWithFastPagination(ctx context.Context, whereClause string, args []any, params pagination.PaginationParams) ([]service.UsageLog, *pagination.PaginationResult, error) {
	limit := params.Limit()
	offset := params.Offset()

	limitPos := len(args) + 1
	offsetPos := len(args) + 2
	listArgs := append(append([]any{}, args...), limit+1, offset)
	query := fmt.Sprintf("SELECT %s FROM usage_logs %s ORDER BY %s LIMIT $%d OFFSET $%d", usageLogSelectColumns, whereClause, usageLogOrderBy(params), limitPos, offsetPos)

	logs, err := r.queryUsageLogs(ctx, query, listArgs...)
	if err != nil {
		return nil, nil, err
	}

	hasMore := false
	if len(logs) > limit {
		hasMore = true
		logs = logs[:limit]
	}

	total := int64(offset) + int64(len(logs))
	if hasMore {
		// 只保证“还有下一页”，避免对超大表做全量 COUNT(*)。
		total = int64(offset) + int64(limit) + 1
	}

	return logs, paginationResultFromTotal(total, params), nil
}

func usageLogOrderBy(params pagination.PaginationParams) string {
	sortBy := strings.ToLower(strings.TrimSpace(params.SortBy))
	sortOrder := strings.ToUpper(params.NormalizedSortOrder(pagination.SortOrderDesc))

	var column string
	switch sortBy {
	case "model":
		column = "COALESCE(NULLIF(TRIM(requested_model), ''), model)"
	case "created_at":
		column = "created_at"
	default:
		column = "id"
	}

	if column == "id" {
		return fmt.Sprintf("id %s", sortOrder)
	}
	return fmt.Sprintf("%s %s, id %s", column, sortOrder, sortOrder)
}

func (r *usageLogRepository) queryUsageLogs(ctx context.Context, query string, args ...any) (logs []service.UsageLog, err error) {
	rows, err := r.sql.QueryContext(ctx, query, args...)
	if err != nil {
		return nil, err
	}
	defer func() {
		// 保持主错误优先；仅在无错误时回传 Close 失败。
		// 同时清空返回值，避免误用不完整结果。
		if closeErr := rows.Close(); closeErr != nil && err == nil {
			err = closeErr
			logs = nil
		}
	}()

	logs = make([]service.UsageLog, 0)
	for rows.Next() {
		var log *service.UsageLog
		log, err = scanUsageLog(rows)
		if err != nil {
			return nil, err
		}
		logs = append(logs, *log)
	}
	if err = rows.Err(); err != nil {
		return nil, err
	}
	return logs, nil
}

func (r *usageLogRepository) hydrateUsageLogAssociations(ctx context.Context, logs []service.UsageLog) error {
	// 关联数据使用 Ent 批量加载，避免把复杂 SQL 继续膨胀。
	if len(logs) == 0 {
		return nil
	}

	ids := collectUsageLogIDs(logs)
	users, err := r.loadUsers(ctx, ids.userIDs)
	if err != nil {
		return err
	}
	apiKeys, err := r.loadAPIKeys(ctx, ids.apiKeyIDs)
	if err != nil {
		return err
	}
	accounts, err := r.loadAccounts(ctx, ids.accountIDs)
	if err != nil {
		return err
	}
	groups, err := r.loadGroups(ctx, ids.groupIDs)
	if err != nil {
		return err
	}
	subs, err := r.loadSubscriptions(ctx, ids.subscriptionIDs)
	if err != nil {
		return err
	}

	for i := range logs {
		if user, ok := users[logs[i].UserID]; ok {
			logs[i].User = user
		}
		if key, ok := apiKeys[logs[i].APIKeyID]; ok {
			logs[i].APIKey = key
		}
		if acc, ok := accounts[logs[i].AccountID]; ok {
			logs[i].Account = acc
		}
		if logs[i].GroupID != nil {
			if group, ok := groups[*logs[i].GroupID]; ok {
				logs[i].Group = group
			}
		}
		if logs[i].SubscriptionID != nil {
			if sub, ok := subs[*logs[i].SubscriptionID]; ok {
				logs[i].Subscription = sub
			}
		}
	}
	return nil
}

type usageLogIDs struct {
	userIDs         []int64
	apiKeyIDs       []int64
	accountIDs      []int64
	groupIDs        []int64
	subscriptionIDs []int64
}

func collectUsageLogIDs(logs []service.UsageLog) usageLogIDs {
	idSet := func() map[int64]struct{} { return make(map[int64]struct{}) }

	userIDs := idSet()
	apiKeyIDs := idSet()
	accountIDs := idSet()
	groupIDs := idSet()
	subscriptionIDs := idSet()

	for i := range logs {
		userIDs[logs[i].UserID] = struct{}{}
		apiKeyIDs[logs[i].APIKeyID] = struct{}{}
		accountIDs[logs[i].AccountID] = struct{}{}
		if logs[i].GroupID != nil {
			groupIDs[*logs[i].GroupID] = struct{}{}
		}
		if logs[i].SubscriptionID != nil {
			subscriptionIDs[*logs[i].SubscriptionID] = struct{}{}
		}
	}

	return usageLogIDs{
		userIDs:         setToSlice(userIDs),
		apiKeyIDs:       setToSlice(apiKeyIDs),
		accountIDs:      setToSlice(accountIDs),
		groupIDs:        setToSlice(groupIDs),
		subscriptionIDs: setToSlice(subscriptionIDs),
	}
}

func (r *usageLogRepository) loadUsers(ctx context.Context, ids []int64) (map[int64]*service.User, error) {
	out := make(map[int64]*service.User)
	if len(ids) == 0 {
		return out, nil
	}
	// 无条件穿透软删除：ids 来自调用方已按 user_id 筛选的日志行；普通用户路径强制 UserID=本人（本人必为活跃用户），不会借此解析他人已删身份；仅 admin 路径可借此显示已删用户。
	models, err := r.client.User.Query().Where(dbuser.IDIn(ids...)).All(mixins.SkipSoftDelete(ctx))
	if err != nil {
		return nil, err
	}
	for _, m := range models {
		out[m.ID] = userEntityToService(m)
	}
	return out, nil
}

func (r *usageLogRepository) loadAPIKeys(ctx context.Context, ids []int64) (map[int64]*service.APIKey, error) {
	out := make(map[int64]*service.APIKey)
	if len(ids) == 0 {
		return out, nil
	}
	models, err := r.client.APIKey.Query().Where(dbapikey.IDIn(ids...)).All(ctx)
	if err != nil {
		return nil, err
	}
	for _, m := range models {
		out[m.ID] = apiKeyEntityToService(m)
	}
	return out, nil
}

func (r *usageLogRepository) loadAccounts(ctx context.Context, ids []int64) (map[int64]*service.Account, error) {
	out := make(map[int64]*service.Account)
	if len(ids) == 0 {
		return out, nil
	}
	models, err := r.client.Account.Query().Where(dbaccount.IDIn(ids...)).All(ctx)
	if err != nil {
		return nil, err
	}
	for _, m := range models {
		out[m.ID] = accountEntityToService(m)
	}
	return out, nil
}

func (r *usageLogRepository) loadGroups(ctx context.Context, ids []int64) (map[int64]*service.Group, error) {
	out := make(map[int64]*service.Group)
	if len(ids) == 0 {
		return out, nil
	}
	models, err := r.client.Group.Query().Where(dbgroup.IDIn(ids...)).All(ctx)
	if err != nil {
		return nil, err
	}
	for _, m := range models {
		out[m.ID] = groupEntityToService(m)
	}
	return out, nil
}

func (r *usageLogRepository) loadSubscriptions(ctx context.Context, ids []int64) (map[int64]*service.UserSubscription, error) {
	out := make(map[int64]*service.UserSubscription)
	if len(ids) == 0 {
		return out, nil
	}
	models, err := r.client.UserSubscription.Query().Where(dbusersub.IDIn(ids...)).All(ctx)
	if err != nil {
		return nil, err
	}
	for _, m := range models {
		out[m.ID] = userSubscriptionEntityToService(m)
	}
	return out, nil
}

func scanUsageLog(scanner interface{ Scan(...any) error }) (*service.UsageLog, error) {
	var (
		id                        int64
		userID                    int64
		apiKeyID                  int64
		accountID                 int64
		requestID                 sql.NullString
		model                     string
		requestedModel            sql.NullString
		upstreamModel             sql.NullString
		upstreamResponseModel     sql.NullString
		upstreamModelMismatch     sql.NullBool
		groupID                   sql.NullInt64
		subscriptionID            sql.NullInt64
		inputTokens               int
		outputTokens              int
		cacheCreationTokens       int
		cacheReadTokens           int
		cacheCreation5m           int
		cacheCreation1h           int
		imageOutputTokens         int
		imageOutputCost           float64
		imageInputTokens          int
		imageInputCost            float64
		inputCost                 float64
		outputCost                float64
		cacheCreationCost         float64
		cacheReadCost             float64
		totalCost                 float64
		actualCost                float64
		rateMultiplier            float64
		accountRateMultiplier     sql.NullFloat64
		billingType               int16
		requestTypeRaw            int16
		stream                    bool
		openaiWSMode              bool
		durationMs                sql.NullInt64
		firstTokenMs              sql.NullInt64
		userAgent                 sql.NullString
		ipAddress                 sql.NullString
		imageCount                int
		imageSize                 sql.NullString
		imageInputSize            sql.NullString
		imageOutputSize           sql.NullString
		imageSizeSource           sql.NullString
		imageSizeBreakdown        sql.NullString
		videoCount                int
		videoResolution           sql.NullString
		videoDurationSeconds      sql.NullInt64
		serviceTier               sql.NullString
		reasoningEffort           sql.NullString
		inboundEndpoint           sql.NullString
		upstreamEndpoint          sql.NullString
		cacheTTLOverridden        bool
		longContextBillingApplied bool
		channelID                 sql.NullInt64
		modelMappingChain         sql.NullString
		billingTier               sql.NullString
		billingMode               sql.NullString
		accountStatsCost          sql.NullFloat64
		sessionID                 sql.NullString
		createdAt                 time.Time
	)

	if err := scanner.Scan(
		&id,
		&userID,
		&apiKeyID,
		&accountID,
		&requestID,
		&model,
		&requestedModel,
		&upstreamModel,
		&upstreamResponseModel,
		&upstreamModelMismatch,
		&groupID,
		&subscriptionID,
		&inputTokens,
		&outputTokens,
		&cacheCreationTokens,
		&cacheReadTokens,
		&cacheCreation5m,
		&cacheCreation1h,
		&imageOutputTokens,
		&imageOutputCost,
		&imageInputTokens,
		&imageInputCost,
		&inputCost,
		&outputCost,
		&cacheCreationCost,
		&cacheReadCost,
		&totalCost,
		&actualCost,
		&rateMultiplier,
		&accountRateMultiplier,
		&billingType,
		&requestTypeRaw,
		&stream,
		&openaiWSMode,
		&durationMs,
		&firstTokenMs,
		&userAgent,
		&ipAddress,
		&imageCount,
		&imageSize,
		&imageInputSize,
		&imageOutputSize,
		&imageSizeSource,
		&imageSizeBreakdown,
		&videoCount,
		&videoResolution,
		&videoDurationSeconds,
		&serviceTier,
		&reasoningEffort,
		&inboundEndpoint,
		&upstreamEndpoint,
		&cacheTTLOverridden,
		&longContextBillingApplied,
		&channelID,
		&modelMappingChain,
		&billingTier,
		&billingMode,
		&accountStatsCost,
		&sessionID,
		&createdAt,
	); err != nil {
		return nil, err
	}

	log := &service.UsageLog{
		ID:                        id,
		UserID:                    userID,
		APIKeyID:                  apiKeyID,
		AccountID:                 accountID,
		Model:                     model,
		RequestedModel:            coalesceTrimmedString(requestedModel, model),
		InputTokens:               inputTokens,
		OutputTokens:              outputTokens,
		CacheCreationTokens:       cacheCreationTokens,
		CacheReadTokens:           cacheReadTokens,
		CacheCreation5mTokens:     cacheCreation5m,
		CacheCreation1hTokens:     cacheCreation1h,
		ImageOutputTokens:         imageOutputTokens,
		ImageOutputCost:           imageOutputCost,
		ImageInputTokens:          imageInputTokens,
		ImageInputCost:            imageInputCost,
		InputCost:                 inputCost,
		OutputCost:                outputCost,
		CacheCreationCost:         cacheCreationCost,
		CacheReadCost:             cacheReadCost,
		TotalCost:                 totalCost,
		ActualCost:                actualCost,
		RateMultiplier:            rateMultiplier,
		AccountRateMultiplier:     nullFloat64Ptr(accountRateMultiplier),
		BillingType:               int8(billingType),
		RequestType:               service.RequestTypeFromInt16(requestTypeRaw),
		ImageCount:                imageCount,
		VideoCount:                videoCount,
		CacheTTLOverridden:        cacheTTLOverridden,
		LongContextBillingApplied: longContextBillingApplied,
		CreatedAt:                 createdAt,
	}
	// 先回填 legacy 字段，再基于 legacy + request_type 计算最终请求类型，保证历史数据兼容。
	log.Stream = stream
	log.OpenAIWSMode = openaiWSMode
	log.RequestType = log.EffectiveRequestType()
	log.Stream, log.OpenAIWSMode = service.ApplyLegacyRequestFields(log.RequestType, stream, openaiWSMode)

	if requestID.Valid {
		log.RequestID = requestID.String
	}
	if groupID.Valid {
		value := groupID.Int64
		log.GroupID = &value
	}
	if subscriptionID.Valid {
		value := subscriptionID.Int64
		log.SubscriptionID = &value
	}
	if durationMs.Valid {
		value := int(durationMs.Int64)
		log.DurationMs = &value
	}
	if firstTokenMs.Valid {
		value := int(firstTokenMs.Int64)
		log.FirstTokenMs = &value
	}
	if userAgent.Valid {
		log.UserAgent = &userAgent.String
	}
	if ipAddress.Valid {
		log.IPAddress = &ipAddress.String
	}
	if imageSize.Valid {
		log.ImageSize = &imageSize.String
	}
	if imageInputSize.Valid {
		log.ImageInputSize = &imageInputSize.String
	}
	if imageOutputSize.Valid {
		log.ImageOutputSize = &imageOutputSize.String
	}
	if imageSizeSource.Valid {
		log.ImageSizeSource = &imageSizeSource.String
	}
	log.ImageSizeBreakdown = stringIntMapFromNullJSON(imageSizeBreakdown)
	if videoResolution.Valid {
		log.VideoResolution = &videoResolution.String
	}
	if videoDurationSeconds.Valid {
		value := int(videoDurationSeconds.Int64)
		log.VideoDurationSeconds = &value
	}
	if serviceTier.Valid {
		log.ServiceTier = &serviceTier.String
	}
	if reasoningEffort.Valid {
		log.ReasoningEffort = &reasoningEffort.String
	}
	if inboundEndpoint.Valid {
		log.InboundEndpoint = &inboundEndpoint.String
	}
	if upstreamEndpoint.Valid {
		log.UpstreamEndpoint = &upstreamEndpoint.String
	}
	if upstreamModel.Valid {
		log.UpstreamModel = &upstreamModel.String
	}
	if upstreamResponseModel.Valid {
		log.UpstreamResponseModel = &upstreamResponseModel.String
	}
	if upstreamModelMismatch.Valid {
		value := upstreamModelMismatch.Bool
		log.UpstreamModelMismatch = &value
	}
	if channelID.Valid {
		value := channelID.Int64
		log.ChannelID = &value
	}
	if modelMappingChain.Valid {
		log.ModelMappingChain = &modelMappingChain.String
	}
	if billingTier.Valid {
		log.BillingTier = &billingTier.String
	}
	if billingMode.Valid {
		log.BillingMode = &billingMode.String
	}
	if accountStatsCost.Valid {
		log.AccountStatsCost = &accountStatsCost.Float64
	}
	if sessionID.Valid {
		log.SessionID = &sessionID.String
	}

	return log, nil
}

func nullInt64(v *int64) sql.NullInt64 {
	if v == nil {
		return sql.NullInt64{}
	}
	return sql.NullInt64{Int64: *v, Valid: true}
}

func nullInt(v *int) sql.NullInt64 {
	if v == nil {
		return sql.NullInt64{}
	}
	return sql.NullInt64{Int64: int64(*v), Valid: true}
}

func nullFloat64Ptr(v sql.NullFloat64) *float64 {
	if !v.Valid {
		return nil
	}
	out := v.Float64
	return &out
}

func nullString(v *string) sql.NullString {
	if v == nil || *v == "" {
		return sql.NullString{}
	}
	return sql.NullString{String: *v, Valid: true}
}

func nullBool(v *bool) sql.NullBool {
	if v == nil {
		return sql.NullBool{}
	}
	return sql.NullBool{Bool: *v, Valid: true}
}

func nullStringIntMapJSON(v map[string]int) any {
	if len(v) == 0 {
		return nil
	}
	payload, err := json.Marshal(v)
	if err != nil {
		return nil
	}
	return string(payload)
}

func stringIntMapFromNullJSON(v sql.NullString) map[string]int {
	if !v.Valid || strings.TrimSpace(v.String) == "" {
		return nil
	}
	var out map[string]int
	if err := json.Unmarshal([]byte(v.String), &out); err != nil {
		return nil
	}
	if len(out) == 0 {
		return nil
	}
	return out
}

func coalesceTrimmedString(v sql.NullString, fallback string) string {
	if v.Valid && strings.TrimSpace(v.String) != "" {
		return v.String
	}
	return fallback
}

func setToSlice(set map[int64]struct{}) []int64 {
	out := make([]int64, 0, len(set))
	for id := range set {
		out = append(out, id)
	}
	return out
}