package service

import (
	"context"
	"encoding/base64"
	"encoding/json"
	"errors"
	"fmt"
	"io"
	"log"
	"net/http"
	"path/filepath"
	"sort"
	"strings"
	"sync"
	"sync/atomic"
	"time"

	"strconv"

	"backend/internal/config"
	"backend/internal/model"
	"backend/internal/provider/adobe"
	"backend/internal/provider/chatgpt"
	"backend/internal/provider/custom"
	"backend/internal/provider/grok"
	"backend/internal/provider/imagine"
	"backend/internal/provider/krea"
	"backend/internal/provider/leonardo"
	"backend/internal/provider/runway"
	"backend/internal/repo"
	"backend/internal/storage"
	"gorm.io/gorm"
)

var (
	ErrMissingAPIKey       = errors.New("missing api key")
	ErrInvalidAPIKey       = errors.New("invalid api key")
	ErrUnknownModel        = errors.New("unknown model")
	ErrUnsupportedParams   = errors.New("unsupported or unpriced parameters for this model")
	ErrBannedPrompt        = errors.New("prompt contains banned content")
	ErrInsufficientFunds   = errors.New("insufficient credits")
	ErrGenerationPending   = errors.New("generation executor not implemented yet")
	ErrProviderAuth        = errors.New("provider token invalid or expired")
	ErrNoProviderAccount   = errors.New("no provider account available, please ask an admin to configure one")
	ErrProviderQuota       = errors.New("provider quota exhausted")
	ErrProviderTemporary   = errors.New("provider temporary unavailable")
	ErrProviderExecution   = errors.New("provider request failed")
	ErrProviderUnsupported = errors.New("provider not implemented")
	ErrReferenceTooLarge   = errors.New("reference image too large")
	// ErrConcurrencyFull — every eligible account is busy (each account runs at
	// most ONE generation at a time). English message: surfaced to API / UI.
	ErrConcurrencyFull = errors.New("all accounts are busy (1 concurrent job each), please try again shortly")
	// ErrUserConcurrencyFull — the caller already has their concurrency-group's max
	// generations in flight (画图台 + API key combined). 0 = unlimited.
	ErrUserConcurrencyFull = errors.New("too many generations in progress, please wait for one to finish")
	// ErrVideoJobNotFound / ErrVideoNotReady — /v1/videos async job lookups.
	ErrVideoJobNotFound = errors.New("video job not found")
	ErrVideoNotReady    = errors.New("video is not ready yet")
)

// maxReferenceImageBytes bounds a single decoded reference image. 20 MB
// comfortably covers real photos/screenshots; anything larger is almost
// certainly abuse or a mistake. Mirrors Python core/refs.py.
const maxReferenceImageBytes = 20 * 1024 * 1024

type V1Service struct {
	cfg      *config.Config
	models   *repo.ModelRepository
	users    *repo.UserRepository
	events   *repo.EventRepository
	tokens   *repo.TokenRepository
	settings *repo.SiteSettingRepository
	cgroups  *repo.ConcurrencyGroupRepository
	adobe    *adobe.Client
	chatgpt  *chatgpt.Client
	runway   *runway.Client
	leonardo *leonardo.Client
	krea     *krea.Client
	imagine  *imagine.Client
	grok     *grok.Client
	custom   *custom.Client
	store    *storage.Client
	// refresh re-mints an Adobe access token from its cookie when a request hits a
	// 401 mid-flight (set via SetRefresh — wired after construction to avoid an
	// init cycle). nil for deployments without cookie refresh.
	refresh *RefreshProfileService
	// banned is the admin-managed prompt blocklist (set via SetBannedWords).
	// nil disables the check.
	banned *repo.BannedWordRepository

	// tokenCursors holds one strict round-robin cursor per pool (key: pool name,
	// value: *uint64). Each pick advances the pool's cursor by one so accounts
	// are used in a fixed, even rotation (acct1→acct2→acct3→acct1…) independent
	// of fails/last_used. The atomic counter also serializes concurrent picks so
	// two simultaneous requests never start on the same account.
	tokenCursors sync.Map

	// inflight maps an in-progress event ID → the cancel func of its generation
	// work context, so the maintenance sweep can stop a stuck generation the
	// moment it abandons the row (instead of letting an orphaned goroutine run on
	// for minutes and surface a late "success" on an already-abandoned event).
	inflight *InflightRegistry

	// conc is the Redis-backed concurrency limiter for BOTH the per-account
	// upstream gate (1+ jobs per account) and the per-user gate (画图台 + API key,
	// capped by the user's concurrency group). Self-healing + fail-open.
	conc *ConcurrencyService
}

// acctAcquire takes one per-account upstream slot (capped at max; 0/1 = single),
// tagged with the generation's eventID (unique per job; a generation only ever
// holds one slot on a given account at a time, so failover reuses it cleanly).
func (s *V1Service) acctAcquire(ctx context.Context, accountID, eventID string, max int) bool {
	if max < 1 {
		max = 1
	}
	return s.conc.Acquire(ctx, "conc:a:"+accountID, max, eventID)
}

func (s *V1Service) acctRelease(ctx context.Context, accountID, eventID string) {
	s.conc.Release(ctx, "conc:a:"+accountID, eventID)
}

// userAcquire takes one per-user generation slot, capped by the user's
// concurrency group (0 = unlimited). Returns false when the user is already at
// their limit. `token` is a unique per-generation tag passed back to userRelease.
func (s *V1Service) userAcquire(ctx context.Context, user *model.User, token string) bool {
	if user == nil {
		return true
	}
	return s.conc.Acquire(ctx, "conc:u:"+user.ID, s.userConcurrencyLimit(ctx, user), token)
}

func (s *V1Service) userRelease(ctx context.Context, userID, token string) {
	s.conc.Release(ctx, "conc:u:"+userID, token)
}

// userConcurrencyLimit resolves the user's concurrency-group cap (0 = unlimited),
// falling back to the default group when unset/missing.
func (s *V1Service) userConcurrencyLimit(ctx context.Context, user *model.User) int {
	if s.cgroups == nil || user == nil {
		return 0
	}
	var g *model.ConcurrencyGroup
	if user.ConcurrencyGroupID != "" {
		g, _ = s.cgroups.Get(ctx, user.ConcurrencyGroupID)
	}
	if g == nil {
		g, _ = s.cgroups.GetDefault(ctx)
	}
	if g == nil {
		return 0
	}
	return g.MaxConcurrency
}

// InflightRegistry tracks the cancel func of every in-progress generation by
// event ID. The generation registers on start and removes on finish; the
// maintenance sweep calls Cancel when it gives up on (abandons) an event.
type InflightRegistry struct {
	m sync.Map // eventID -> context.CancelFunc
}

func (r *InflightRegistry) Add(eventID string, cancel context.CancelFunc) {
	if eventID != "" {
		r.m.Store(eventID, cancel)
	}
}

// Done deregisters an event (called on normal completion).
func (r *InflightRegistry) Done(eventID string) { r.m.Delete(eventID) }

// Cancel stops an in-flight generation by event ID. Returns true if one was
// running and got cancelled. No-op (false) if it already finished.
func (r *InflightRegistry) Cancel(eventID string) bool {
	if v, ok := r.m.LoadAndDelete(eventID); ok {
		v.(context.CancelFunc)()
		return true
	}
	return false
}

type APIPrincipal struct {
	User      *model.User
	TokenType string
}

type V1ImageRequest struct {
	Model  string
	Prompt string
	Size   string
	// Quality is OpenAI's image quality (low|medium|high|auto). For our tiered
	// models it selects the resolution (low→1K, medium→2K, high→4K, auto→default),
	// clamped to whatever tiers the model actually prices. Only used when
	// Resolution is left blank (the strict /v1 OpenAI path); the playground passes
	// Resolution directly and ignores this.
	Quality         string
	AspectRatio     string
	Resolution      string
	N               int
	ReferenceImages []string
	// DeAI applies 去AI特征 post-processing (crop / noise / tone jitter +
	// re-encode) to the output and charges the per-tier surcharge on top of
	// the model price. Playground-only; the /v1 OpenAI path never sets it.
	DeAI bool
	// BaseURL is the scheme+host of the inbound request (e.g. "https://host"),
	// used to build absolute, directly-downloadable output URLs. Empty falls
	// back to a relative "/images/..." path.
	BaseURL string
	// AccountID pins the generation to one specific provider account (admin
	// account-test). Empty keeps the normal pool selection with failover.
	AccountID string
}

type V1VideoRequest struct {
	Model           string
	Prompt          string
	Duration        string
	AspectRatio     string
	Resolution      string
	ReferenceImages []string
	ReferenceMode   string // "frame" or "asset", overrides model default
	// BaseURL — see V1ImageRequest.BaseURL.
	BaseURL string
	// AccountID — see V1ImageRequest.AccountID.
	AccountID string
}

func NewV1Service(cfg *config.Config, models *repo.ModelRepository, users *repo.UserRepository, events *repo.EventRepository, tokens *repo.TokenRepository, settings *repo.SiteSettingRepository, cgroups *repo.ConcurrencyGroupRepository, conc *ConcurrencyService, adobeClient *adobe.Client, chatGPTClient *chatgpt.Client, runwayClient *runway.Client, leonardoClient *leonardo.Client, kreaClient *krea.Client, imagineClient *imagine.Client, grokClient *grok.Client, customClient *custom.Client, store *storage.Client) *V1Service {
	return &V1Service{
		cfg:      cfg,
		models:   models,
		users:    users,
		events:   events,
		tokens:   tokens,
		settings: settings,
		cgroups:  cgroups,
		conc:     conc,
		adobe:    adobeClient,
		chatgpt:  chatGPTClient,
		runway:   runwayClient,
		leonardo: leonardoClient,
		krea:     kreaClient,
		imagine:  imagineClient,
		grok:     grokClient,
		custom:   customClient,
		store:    store,
		inflight: &InflightRegistry{},
	}
}

// Inflight exposes the registry so the maintenance sweep can cancel a stuck
// generation when it abandons that event.
func (s *V1Service) Inflight() *InflightRegistry { return s.inflight }

// SetRefresh wires the Adobe cookie-refresh service in after construction
// (RefreshProfileService is built later in bootstrap, so it can't be a ctor arg
// without reordering). Enables refresh-then-retry on a mid-request 401.
func (s *V1Service) SetRefresh(r *RefreshProfileService) { s.refresh = r }

// SetBannedWords wires the prompt blocklist in after construction.
func (s *V1Service) SetBannedWords(r *repo.BannedWordRepository) { s.banned = r }

// checkBannedPrompt rejects the request when the prompt contains any banned
// word (case-insensitive substring). A hit bumps the word's counter and the
// user's 违禁词触发次数 before rejecting.
func (s *V1Service) checkBannedPrompt(ctx context.Context, principal *APIPrincipal, prompt string) error {
	if s.banned == nil || strings.TrimSpace(prompt) == "" {
		return nil
	}
	words, err := s.banned.List(ctx)
	if err != nil || len(words) == 0 {
		return nil
	}
	lower := strings.ToLower(prompt)
	for _, w := range words {
		term := strings.ToLower(strings.TrimSpace(w.Word))
		if term == "" || !strings.Contains(lower, term) {
			continue
		}
		userID, userName := "", ""
		if principal != nil && principal.User != nil {
			userID = principal.User.ID
			userName = principal.User.Name
			if userName == "" {
				userName = principal.User.Email
			}
		}
		s.banned.RecordHit(ctx, w.ID, w.Word, userID, userName, prompt)
		return fmt.Errorf("%w: banned word \"%s\"", ErrBannedPrompt, w.Word)
	}
	return nil
}

// logRejectedEvent records a request rejected BEFORE the pending event exists
// (banned word, concurrency full, unknown model, insufficient credits…) as a
// failed event, so every attempt shows up in the logs.
func (s *V1Service) logRejectedEvent(ctx context.Context, kind, modelID string, principal *APIPrincipal, prompt, source, reason string) {
	event := &model.EventLog{
		ID:        "evt-" + randomUpper(12),
		TS:        time.Now(),
		Kind:      kind,
		Status:    "failed",
		Model:     strings.TrimSpace(modelID),
		Prompt:    prompt,
		Source:    source,
		Error:     reason,
		CreatedAt: time.Now(),
		UpdatedAt: time.Now(),
	}
	if m, err := s.models.Get(ctx, event.Model); err == nil {
		event.Model = m.ID
		event.Provider = m.Provider
	}
	if principal != nil && principal.User != nil {
		event.UserID = principal.User.ID
	}
	_ = s.events.Create(ctx, event)
}

// refreshAdobeToken re-mints an Adobe account's access token from its cookie
// (RefreshNow) and returns the updated row. Used to retry a 401 with a fresh
// token instead of replaying the stale one. Returns false if refresh is
// unavailable or the cookie can no longer mint a token (genuinely dead).
func (s *V1Service) refreshAdobeToken(ctx context.Context, tokenID string) (model.TokenAccount, bool) {
	if s.refresh == nil {
		return model.TokenAccount{}, false
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil && proxy != "" {
			s.refresh.SetProxy(proxy)
		}
	}
	if err := s.refresh.RefreshNow(ctx, tokenID); err != nil {
		return model.TokenAccount{}, false
	}
	t, err := s.tokens.Get(ctx, "adobe", tokenID)
	if err != nil || t == nil {
		return model.TokenAccount{}, false
	}
	return *t, true
}

func (s *V1Service) Authenticate(ctx context.Context, authHeader string) (*APIPrincipal, error) {
	token := ParseBearer(authHeader)
	if token == "" {
		return nil, ErrMissingAPIKey
	}

	// Only per-user API keys (hashed in the DB) authenticate to /v1. The old
	// global/shared API_KEY backdoor has been removed.
	user, err := s.users.GetByAPIKeyHash(ctx, HashAPIKey(token))
	if err != nil {
		if errors.Is(err, gorm.ErrRecordNotFound) {
			return nil, ErrInvalidAPIKey
		}
		return nil, err
	}
	if user.Status != "active" {
		return nil, ErrInvalidAPIKey
	}
	_ = s.users.TouchAPIKeyUsage(ctx, HashAPIKey(token))
	return &APIPrincipal{
		User:      user,
		TokenType: "user",
	}, nil
}

func (s *V1Service) ListModels(ctx context.Context) ([]map[string]any, error) {
	items, err := s.models.List(ctx)
	if err != nil {
		return nil, err
	}
	now := time.Now().Unix()
	out := make([]map[string]any, 0, len(items))
	for _, item := range items {
		if !item.Enabled {
			continue
		}
		out = append(out, map[string]any{
			"id":                    item.EffectiveName(),
			"object":                "model",
			"created":               now,
			"owned_by":              item.Provider,
			"kind":                  item.Type,
			"supported_ratios":      repo.JSONStrings(item.Ratios),
			"supported_resolutions": repo.JSONStrings(item.Resolutions),
		})
	}
	return out, nil
}

// UserBalance — GET /v1/user/balance 的数据。重新读一次用户行保证实时
// （principal 里那份是鉴权时读的，可能已经过期）。
func (s *V1Service) UserBalance(ctx context.Context, principal *APIPrincipal) (map[string]any, error) {
	user := principal.User
	if fresh, err := s.users.GetByID(ctx, user.ID); err == nil && fresh != nil {
		user = fresh
	}
	return map[string]any{
		"object":  "user.balance",
		"balance": user.Credits,
		"used":    user.CreditsUsed,
		"total":   user.Credits + user.CreditsUsed,
	}, nil
}

func (s *V1Service) PrepareImageRequest(ctx context.Context, principal *APIPrincipal, in V1ImageRequest) (map[string]any, error) {
	return s.prepareImageExecution(ctx, principal, in, "v1", true)
}

func (s *V1Service) prepareSessionImage(ctx context.Context, principal *APIPrincipal, in V1ImageRequest) (map[string]any, error) {
	return s.prepareImageExecution(ctx, principal, in, "user", true)
}

func (s *V1Service) prepareAdminTestImage(ctx context.Context, principal *APIPrincipal, in V1ImageRequest) (map[string]any, error) {
	return s.prepareImageExecution(ctx, principal, in, "admin", false)
}

func (s *V1Service) prepareImageExecution(ctx context.Context, principal *APIPrincipal, in V1ImageRequest, source string, charge bool) (map[string]any, error) {
	// Detach the whole execution from the request lifecycle. The frontend tracks
	// progress by polling /jobs/mine, so a client disconnect — or an nginx/CDN
	// gateway timeout on the slow synchronous response — must NOT cancel an
	// in-flight generation. Binding to the request ctx meant a cancelled request
	// (a) spun uselessly in the upstream poll until its 180s timeout and
	// (b) silently dropped the refund + final status write, leaving the row stuck
	// pending until the maintenance sweep mislabeled it "abandoned".
	//
	// `ctx` (WithoutCancel) is durable and used for ALL bookkeeping (status /
	// refund / cleanup) so those always land. `genCtx` is the cancellable WORK
	// context: an 8-min backstop, AND registered in s.inflight so the maintenance
	// sweep can cancel it the instant it abandons the row — stopping a stuck
	// generation from running on for minutes and surfacing a late "success" on an
	// already-abandoned event.
	ctx = context.WithoutCancel(ctx)
	if source != "admin" {
		if err := s.checkBannedPrompt(ctx, principal, in.Prompt); err != nil {
			s.logRejectedEvent(ctx, "image", in.Model, principal, in.Prompt, source, err.Error())
			return nil, err
		}
	}
	// 去AI特征 is gated by a system-settings switch (default off) — drop the
	// flag when disabled so no surcharge is charged and no processing runs.
	if in.DeAI && !s.deaiEnabled(ctx) {
		in.DeAI = false
	}
	genCtx, cancel := context.WithTimeout(ctx, 8*time.Minute)
	defer cancel()

	// Per-user concurrency gate (画图台 + API key combined). Admin model-tests are
	// exempt. Held for the whole generation; released on return.
	if source != "admin" && principal != nil && principal.User != nil {
		slot := randomUpper(12)
		if !s.userAcquire(ctx, principal.User, slot) {
			s.logRejectedEvent(ctx, "image", in.Model, principal, in.Prompt, source, ErrUserConcurrencyFull.Error())
			return nil, ErrUserConcurrencyFull
		}
		defer s.userRelease(ctx, principal.User.ID, slot)
	}

	modelItem, resolution, aspectRatio, price, err := s.prepareImage(ctx, principal, in, charge)
	if err != nil {
		s.logRejectedEvent(ctx, "image", in.Model, principal, in.Prompt, source, err.Error())
		return nil, err
	}
	refCount := len(in.ReferenceImages)
	// API-key (source "v1") requests don't persist the output: we return the image
	// as base64 inline (OpenAI gpt-image-1 also returns only b64_json) and never
	// upload to RustFS, so there's no URL. The event is still logged (empty file)
	// for usage; the customer logs page hides source="v1" rows.
	noStore := source == "v1"
	var fileURL, relativePath string
	if !noStore {
		fileURL, relativePath = s.allocateOutput(principal, "png", in.BaseURL)
	}
	// upstreamURL is the provider's original artifact URL. For API-key (source
	// "v1") requests we return it instead of base64. When gatedURL is true the URL
	// is auth-gated (chatgpt files.oaiusercontent.com — a plain GET 403s), so we
	// store it on the event and hand the caller a proxy URL
	// ({base}/v1/images/{eventID}/content) that re-fetches with the account token.
	var upstreamURL string
	var gatedURL bool
	eventID, err := s.logPendingEvent(ctx, "image", modelItem, principal, in.Prompt, aspectRatio, resolution, "", refCount, price, relativePath, source, nil, in.DeAI)
	if err != nil {
		return nil, err
	}
	// Register so the maintenance sweep can cancel this generation if it abandons
	// the row; deregister on return.
	s.inflight.Add(eventID, cancel)
	defer s.inflight.Done(eventID)
	startedAt := time.Now()

	var imageBytes []byte
	switch s.effectiveProvider(genCtx, modelItem) {
	case "adobe":
		b, u, execErr := s.generateAdobeImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, adobe.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, adobe.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, adobe.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "chatgpt":
		b, u, execErr := s.generateChatGPTImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, chatgpt.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, chatgpt.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, chatgpt.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
		gatedURL = true // chatgpt URL needs the account token → proxy it
	case "leonardo":
		b, u, execErr := s.generateLeonardoImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, leonardo.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, leonardo.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, leonardo.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "krea":
		b, u, execErr := s.generateKreaImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, krea.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, krea.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, krea.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "imagine":
		b, u, execErr := s.generateImagineImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, imagine.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, imagine.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, imagine.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "grok":
		b, u, execErr := s.generateGrokImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, grok.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, grok.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, grok.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "runway":
		b, u, execErr := s.generateRunwayImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, runway.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, runway.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, runway.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	case "custom":
		b, u, execErr := s.generateCustomImage(genCtx, eventID, modelItem, in, aspectRatio, resolution, noStore)
		if execErr != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
			switch {
			case errors.Is(execErr, custom.ErrAuth):
				return nil, ErrProviderAuth
			case errors.Is(execErr, custom.ErrQuotaExhausted):
				return nil, ErrProviderQuota
			case errors.Is(execErr, custom.ErrTemporaryUpstream):
				return nil, ErrProviderTemporary
			default:
				return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
			}
		}
		imageBytes = b
		upstreamURL = u
	default:
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", "provider not implemented", 0)
		return nil, fmt.Errorf("%w: %s", ErrProviderUnsupported, modelItem.Provider)
	}
	// 去AI特征: post-process before storing/returning. Best-effort — a decode
	// failure keeps the original bytes rather than failing a paid generation.
	if in.DeAI {
		if processed, derr := applyDeAI(imageBytes); derr == nil {
			imageBytes = processed
		}
	}
	if !noStore {
		// Upload to RustFS. On failure the generation fails and credits are
		// refunded — we never fall back to local disk.
		if err := s.store.Put(genCtx, relativePath, imageBytes, "image/png"); err != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", "storage upload failed: "+err.Error(), 0)
			return nil, fmt.Errorf("%w: %v", ErrProviderExecution, err)
		}
		// Best-effort thumbnail for list views; the image serving route falls
		// back to the original when the thumb object is missing.
		if thumb, terr := makeThumbnail(imageBytes); terr == nil {
			_ = s.store.Put(genCtx, ThumbKey(relativePath), thumb, "image/jpeg")
		}
	}
	elapsedMS := int(time.Since(startedAt).Milliseconds())
	if err := s.events.UpdateStatus(ctx, eventID, "success", "", elapsedMS); err != nil {
		return nil, err
	}
	_ = s.models.IncrementGenerationCount(ctx, modelItem.ID)
	if principal != nil && principal.User != nil {
		_ = s.users.IncrementGenerationCount(ctx, principal.User.ID)
	}
	if charge {
		_ = s.maybeGrantInviteReward(ctx, principal)
	}
	if noStore {
		// Prefer the provider's original URL — return it directly, no base64.
		// (API-key requests don't support DeAI, so there's no post-processing that
		// would invalidate the upstream URL.)
		if strings.TrimSpace(upstreamURL) != "" {
			outURL := upstreamURL
			if gatedURL {
				// Auth-gated URL (chatgpt): store it on the event and return a proxy
				// URL that re-fetches with the account token (see OpenImageContent).
				_ = s.events.SetFile(ctx, eventID, upstreamURL)
				if base := strings.TrimRight(strings.TrimSpace(in.BaseURL), "/"); base != "" {
					outURL = base + "/v1/images/" + eventID + "/content"
				}
			}
			return map[string]any{
				"created":    time.Now().Unix(),
				"data":       []map[string]any{{"url": outURL}},
				"model":      modelItem.EffectiveName(),
				"provider":   modelItem.Provider,
				"kind":       "image",
				"url":        outURL,
				"elapsed_ms": elapsedMS,
				"charged":    price,
				"credits":    principalCredits(principal),
			}, nil
		}
		// Fallback: providers without an upstream URL still return base64.
		b64 := base64.StdEncoding.EncodeToString(imageBytes)
		return map[string]any{
			"created":    time.Now().Unix(),
			"data":       []map[string]any{{"b64_json": b64}},
			"model":      modelItem.EffectiveName(),
			"provider":   modelItem.Provider,
			"kind":       "image",
			"b64_json":   b64,
			"elapsed_ms": elapsedMS,
			"charged":    price,
			"credits":    principalCredits(principal),
		}, nil
	}
	return map[string]any{
		"created":    time.Now().Unix(),
		"data":       []map[string]any{{"url": fileURL, "b64_json": nil}},
		"model":      modelItem.EffectiveName(),
		"provider":   modelItem.Provider,
		"kind":       "image",
		"url":        fileURL,
		"elapsed_ms": elapsedMS,
		"charged":    price,
		"credits":    principalCredits(principal),
	}, nil
}

func (s *V1Service) PrepareVideoRequest(ctx context.Context, principal *APIPrincipal, in V1VideoRequest) (map[string]any, error) {
	return s.prepareVideoExecution(ctx, principal, in, "v1", true)
}

func (s *V1Service) prepareSessionVideo(ctx context.Context, principal *APIPrincipal, in V1VideoRequest) (map[string]any, error) {
	return s.prepareVideoExecution(ctx, principal, in, "user", true)
}

func (s *V1Service) prepareAdminTestVideo(ctx context.Context, principal *APIPrincipal, in V1VideoRequest) (map[string]any, error) {
	return s.prepareVideoExecution(ctx, principal, in, "admin", false)
}

func (s *V1Service) prepareVideoExecution(ctx context.Context, principal *APIPrincipal, in V1VideoRequest, source string, charge bool) (map[string]any, error) {
	// Detach from the request lifecycle — see prepareImageExecution. `ctx`
	// (WithoutCancel) carries all bookkeeping; `genCtx` is the cancellable work
	// context (12-min backstop — video polls up to 10 min — and registered so the
	// maintenance sweep can cancel a stuck render when it abandons the row).
	ctx = context.WithoutCancel(ctx)
	if source != "admin" {
		if err := s.checkBannedPrompt(ctx, principal, in.Prompt); err != nil {
			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, source, err.Error())
			return nil, err
		}
	}
	genCtx, cancel := context.WithTimeout(ctx, videoGenBudget)
	defer cancel()

	// Per-user concurrency gate (画图台 + API key combined); admin tests exempt.
	if source != "admin" && principal != nil && principal.User != nil {
		slot := randomUpper(12)
		if !s.userAcquire(ctx, principal.User, slot) {
			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, source, ErrUserConcurrencyFull.Error())
			return nil, ErrUserConcurrencyFull
		}
		defer s.userRelease(ctx, principal.User.ID, slot)
	}

	modelItem, resolution, aspectRatio, duration, price, err := s.prepareVideo(ctx, principal, in, charge)
	if err != nil {
		s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, source, err.Error())
		return nil, err
	}
	refCount := len(in.ReferenceImages)
	// API-key (source "v1") requests return base64 inline and never persist a
	// file — see prepareImageExecution for the rationale.
	noStore := source == "v1"
	var fileURL, relativePath string
	if !noStore {
		fileURL, relativePath = s.allocateOutput(principal, "mp4", in.BaseURL)
	}
	eventID, err := s.logPendingEvent(ctx, "video", modelItem, principal, in.Prompt, aspectRatio, resolution, duration, refCount, price, relativePath, source, nil, false)
	if err != nil {
		return nil, err
	}
	// Register so the maintenance sweep can cancel this render if it abandons the
	// row; deregister on return.
	s.inflight.Add(eventID, cancel)
	defer s.inflight.Done(eventID)
	startedAt := time.Now()

	// API-key (noStore) requests return the upstream video URL directly.
	// downloadResult=false skips the download. grok asset URLs are auth-gated
	// (a plain GET 403s) → gatedVideoURL routes them through the /content proxy.
	prov := s.effectiveProvider(genCtx, modelItem)
	urlOnly := noStore
	gatedVideoURL := prov == "grok"
	var videoBytes []byte
	var videoURL string
	var execErr error
	switch prov {
	case "adobe":
		videoBytes, videoURL, execErr = s.generateAdobeVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), !urlOnly)
	case "runway":
		videoBytes, videoURL, execErr = s.generateRunwayVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), !urlOnly)
	case "grok":
		videoBytes, videoURL, execErr = s.generateGrokVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), !urlOnly)
	case "leonardo":
		videoBytes, videoURL, execErr = s.generateLeonardoVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), !urlOnly)
	case "custom":
		videoBytes, videoURL, execErr = s.generateCustomVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), !urlOnly)
	default:
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", "provider not implemented", 0)
		return nil, fmt.Errorf("%w: %s", ErrProviderUnsupported, modelItem.Provider)
	}
	if execErr != nil {
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
		switch {
		case errors.Is(execErr, ErrNoProviderAccount):
			return nil, ErrNoProviderAccount
		case errors.Is(execErr, adobe.ErrAuth), errors.Is(execErr, runway.ErrAuth), errors.Is(execErr, grok.ErrAuth), errors.Is(execErr, leonardo.ErrAuth), errors.Is(execErr, custom.ErrAuth):
			return nil, ErrProviderAuth
		case errors.Is(execErr, adobe.ErrQuotaExhausted), errors.Is(execErr, runway.ErrQuotaExhausted), errors.Is(execErr, grok.ErrQuotaExhausted), errors.Is(execErr, leonardo.ErrQuotaExhausted), errors.Is(execErr, custom.ErrQuotaExhausted):
			return nil, ErrProviderQuota
		case errors.Is(execErr, adobe.ErrTemporaryUpstream), errors.Is(execErr, runway.ErrTemporaryUpstream), errors.Is(execErr, grok.ErrTemporaryUpstream), errors.Is(execErr, leonardo.ErrTemporaryUpstream), errors.Is(execErr, custom.ErrTemporaryUpstream):
			return nil, ErrProviderTemporary
		default:
			return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
		}
	}
	if !noStore {
		if err := s.store.Put(genCtx, relativePath, videoBytes, "video/mp4"); err != nil {
			_ = s.refundIfNeeded(ctx, principal, eventID, price)
			_ = s.events.UpdateStatus(ctx, eventID, "failed", "storage upload failed: "+err.Error(), 0)
			return nil, fmt.Errorf("%w: %v", ErrProviderExecution, err)
		}
		// Best-effort stills: first frame (downscaled) for list thumbnails and
		// the full-res last frame for 首尾帧 continuation. Missing objects fall
		// back to the video itself at serve time.
		if thumb, last, terr := extractVideoFrames(genCtx, videoBytes); terr == nil {
			if len(thumb) > 0 {
				_ = s.store.Put(genCtx, ThumbKey(relativePath), thumb, "image/jpeg")
			}
			if len(last) > 0 {
				_ = s.store.Put(genCtx, LastFrameKey(relativePath), last, "image/jpeg")
			}
		}
	}
	elapsedMS := int(time.Since(startedAt).Milliseconds())
	if err := s.events.UpdateStatus(ctx, eventID, "success", "", elapsedMS); err != nil {
		return nil, err
	}
	_ = s.models.IncrementGenerationCount(ctx, modelItem.ID)
	if principal != nil && principal.User != nil {
		_ = s.users.IncrementGenerationCount(ctx, principal.User.ID)
	}
	if charge {
		_ = s.maybeGrantInviteReward(ctx, principal)
	}
	if noStore && strings.TrimSpace(videoURL) != "" {
		// Return the upstream video URL. grok URLs are auth-gated → store on the
		// event and hand back the /content proxy (re-fetches with the account token).
		outURL := videoURL
		if gatedVideoURL {
			_ = s.events.SetFile(ctx, eventID, videoURL)
			if base := strings.TrimRight(strings.TrimSpace(in.BaseURL), "/"); base != "" {
				outURL = base + "/v1/videos/" + eventID + "/content"
			}
		}
		return map[string]any{
			"created":    time.Now().Unix(),
			"data":       []map[string]any{{"url": outURL}},
			"model":      modelItem.EffectiveName(),
			"provider":   modelItem.Provider,
			"kind":       "video",
			"url":        outURL,
			"elapsed_ms": elapsedMS,
			"charged":    price,
			"credits":    principalCredits(principal),
		}, nil
	}
	if noStore {
		b64 := base64.StdEncoding.EncodeToString(videoBytes)
		return map[string]any{
			"created":    time.Now().Unix(),
			"data":       []map[string]any{{"b64_json": b64}},
			"model":      modelItem.EffectiveName(),
			"provider":   modelItem.Provider,
			"kind":       "video",
			"b64_json":   b64,
			"elapsed_ms": elapsedMS,
			"charged":    price,
			"credits":    principalCredits(principal),
		}, nil
	}
	return map[string]any{
		"created":    time.Now().Unix(),
		"data":       []map[string]any{{"url": fileURL}},
		"model":      modelItem.EffectiveName(),
		"provider":   modelItem.Provider,
		"kind":       "video",
		"url":        fileURL,
		"elapsed_ms": elapsedMS,
		"charged":    price,
		"credits":    principalCredits(principal),
	}, nil
}

// ===== /v1/videos — OpenAI Sora-style async jobs =====
// POST /v1/videos charges + creates a pending event and renders in the
// background; the render captures only the UPSTREAM video URL (no download, no
// RustFS). GET /v1/videos/{id} polls status; /content proxies the upstream URL.

// StartVideoJob validates+charges, creates the job event, kicks the render off in
// the background, and returns the OpenAI video object (status "queued").
func (s *V1Service) StartVideoJob(ctx context.Context, principal *APIPrincipal, in V1VideoRequest) (map[string]any, error) {
	ctx = context.WithoutCancel(ctx)
	if err := s.checkBannedPrompt(ctx, principal, in.Prompt); err != nil {
		s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", err.Error())
		return nil, err
	}
	modelItem, resolution, aspectRatio, duration, price, err := s.prepareVideo(ctx, principal, in, true)
	if err != nil {
		s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", err.Error())
		return nil, err
	}
	// Validate reference_mode against model capabilities and reference count.
	if rm := strings.TrimSpace(in.ReferenceMode); rm != "" {
		supported := strings.TrimSpace(modelItem.ReferenceMode)
		if supported == "none" || supported == "" {
			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", "reference_mode not supported for this model")
			return nil, errors.New("reference_mode not supported for this model")
		}
		if rm != "frame" && rm != "asset" {
			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", "reference_mode must be 'frame' or 'asset'")
			return nil, errors.New("reference_mode must be 'frame' or 'asset'")
		}
		if rm == "frame" && len(in.ReferenceImages) > 2 {
			return nil, fmt.Errorf("frame mode supports at most 2 reference images (first+last frame), got %d", len(in.ReferenceImages))
		}
		if strings.TrimSpace(in.ReferenceMode) == modelItem.ReferenceMode {
			in.ReferenceMode = "" // same as default, don't override
		}
	}
	// Source "v1": no output file is allocated — the result is the upstream URL,
	// stored on the event when the render completes.
	eventID, err := s.logPendingEvent(ctx, "video", modelItem, principal, in.Prompt, aspectRatio, resolution, duration, len(in.ReferenceImages), price, "", "v1", nil, false)
	if err != nil {
		return nil, err
	}
	go s.runVideoJob(ctx, principal, in, modelItem, eventID, aspectRatio, resolution, duration, price)
	return videoJobObject(eventID, modelItem.EffectiveName(), "queued", 0, duration, sizeFromRatioRes(aspectRatio, resolution), time.Now().Unix(), 0, ""), nil
}

// runVideoJob renders the clip in the background, capturing the upstream URL
// (downloadResult=false → no bytes, no RustFS) and storing it on the event.
func (s *V1Service) runVideoJob(ctx context.Context, principal *APIPrincipal, in V1VideoRequest, modelItem *model.ModelConfig, eventID, aspectRatio, resolution, duration string, price float64) {
	genCtx, cancel := context.WithTimeout(ctx, videoGenBudget)
	defer cancel()
	s.inflight.Add(eventID, cancel)
	defer s.inflight.Done(eventID)
	startedAt := time.Now()

	// No-store: capture only the UPSTREAM video URL. /content streams it on demand
	// (grok URLs are auth-gated → fetched with the generating account's token).
	var videoURL string
	var execErr error
	switch s.effectiveProvider(genCtx, modelItem) {
	case "adobe":
		_, videoURL, execErr = s.generateAdobeVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), false)
	case "runway":
		_, videoURL, execErr = s.generateRunwayVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), false)
	case "grok":
		_, videoURL, execErr = s.generateGrokVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), false)
	case "leonardo":
		_, videoURL, execErr = s.generateLeonardoVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), false)
	case "custom":
		_, videoURL, execErr = s.generateCustomVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), false)
	default:
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", "provider not implemented", 0)
		return
	}
	if execErr != nil {
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", execErr.Error(), 0)
		return
	}
	if strings.TrimSpace(videoURL) == "" {
		_ = s.refundIfNeeded(ctx, principal, eventID, price)
		_ = s.events.UpdateStatus(ctx, eventID, "failed", "upstream returned no video url", 0)
		return
	}
	// Store the upstream URL as the event's "file"; /content fetches it on demand.
	if err := s.events.MarkVideoReady(ctx, eventID, videoURL, int(time.Since(startedAt).Milliseconds())); err != nil {
		return
	}
	_ = s.models.IncrementGenerationCount(ctx, modelItem.ID)
	if principal != nil && principal.User != nil {
		_ = s.users.IncrementGenerationCount(ctx, principal.User.ID)
	}
	_ = s.maybeGrantInviteReward(ctx, principal)
}

// VideoJob returns the OpenAI video object for a job, scoped to the caller.
func (s *V1Service) VideoJob(ctx context.Context, principal *APIPrincipal, id string) (map[string]any, error) {
	ev, err := s.videoEventForUser(ctx, principal, id)
	if err != nil {
		return nil, err
	}
	status, progress := videoJobStatus(ev)
	completedAt := int64(0)
	if ev.Status == "success" || ev.Status == "failed" {
		completedAt = ev.UpdatedAt.Unix()
	}
	errMsg := ""
	if ev.Status == "failed" {
		errMsg = ev.Error
	}
	modelName := ev.Model
	if nameByID, nerr := s.models.NameMap(ctx); nerr == nil {
		if name, ok := nameByID[ev.Model]; ok && strings.TrimSpace(name) != "" {
			modelName = name
		}
	}
	return videoJobObject(ev.ID, modelName, status, progress, ev.Duration, sizeFromRatioRes(ev.Ratio, ev.Resolution), ev.TS.Unix(), completedAt, errMsg), nil
}

// OpenVideoContent streams a completed job's video by proxying the stored
// upstream URL (downloaded on demand — never persisted).
func (s *V1Service) OpenVideoContent(ctx context.Context, principal *APIPrincipal, id string) (io.ReadCloser, string, error) {
	ev, err := s.videoEventForUser(ctx, principal, id)
	if err != nil {
		return nil, "", err
	}
	if ev.Status != "success" || strings.TrimSpace(ev.File) == "" {
		return nil, "", ErrVideoNotReady
	}
	// grok asset URLs (assets.grok.com) are auth-gated — a plain GET 403s. Stream
	// them through the SAME account that generated the clip, using its token. If
	// that account is gone (grok pools churn often), the clip is unrecoverable.
	if ev.Provider == "grok" && s.grok != nil {
		if s.settings != nil {
			if proxy, perr := s.settings.GetValue(ctx, "proxy.url"); perr == nil {
				s.grok.SetProxy(proxy)
			}
		}
		acct, _ := s.tokens.Get(ctx, "grok", ev.AccountID)
		if acct == nil || strings.TrimSpace(acct.Value) == "" {
			return nil, "", fmt.Errorf("%w: grok account no longer available for this video", ErrProviderTemporary)
		}
		return s.grok.OpenAsset(ctx, acct.Value, ev.File)
	}
	// Other providers return publicly-fetchable URLs — proxy directly.
	req, err := http.NewRequestWithContext(ctx, http.MethodGet, ev.File, nil)
	if err != nil {
		return nil, "", err
	}
	resp, err := (&http.Client{Timeout: 5 * time.Minute}).Do(req)
	if err != nil {
		return nil, "", fmt.Errorf("%w: fetch upstream video: %v", ErrProviderTemporary, err)
	}
	if resp.StatusCode != http.StatusOK {
		resp.Body.Close()
		return nil, "", fmt.Errorf("%w: upstream video status %d", ErrProviderTemporary, resp.StatusCode)
	}
	ct := strings.TrimSpace(resp.Header.Get("Content-Type"))
	if ct == "" {
		ct = "video/mp4"
	}
	return resp.Body, ct, nil
}

// OpenImageContent streams a no-store image by proxying the stored upstream URL.
// chatgpt URLs are auth-gated (files.oaiusercontent.com — a plain GET 403s), so
// they're fetched through the generating account's token; other providers'
// URLs are public and proxied directly. Never persisted.
func (s *V1Service) OpenImageContent(ctx context.Context, principal *APIPrincipal, id string) (io.ReadCloser, string, error) {
	ev, err := s.events.GetByID(ctx, strings.TrimSpace(id))
	if err != nil {
		return nil, "", err
	}
	if ev == nil || ev.Kind != "image" {
		return nil, "", ErrVideoJobNotFound
	}
	if principal != nil && principal.User != nil && ev.UserID != principal.User.ID {
		return nil, "", ErrVideoJobNotFound
	}
	if ev.Status != "success" || strings.TrimSpace(ev.File) == "" {
		return nil, "", ErrVideoNotReady
	}
	if ev.Provider == "chatgpt" && s.chatgpt != nil {
		if s.settings != nil {
			if proxy, perr := s.settings.GetValue(ctx, "proxy.url"); perr == nil {
				s.chatgpt.SetProxy(proxy)
			}
		}
		acct, _ := s.tokens.Get(ctx, "chatgpt", ev.AccountID)
		if acct == nil || strings.TrimSpace(acct.Value) == "" {
			return nil, "", fmt.Errorf("%w: chatgpt account no longer available for this image", ErrProviderTemporary)
		}
		return s.chatgpt.OpenAsset(ctx, acct.Value, ev.File)
	}
	req, err := http.NewRequestWithContext(ctx, http.MethodGet, ev.File, nil)
	if err != nil {
		return nil, "", err
	}
	resp, err := (&http.Client{Timeout: 5 * time.Minute}).Do(req)
	if err != nil {
		return nil, "", fmt.Errorf("%w: fetch upstream image: %v", ErrProviderTemporary, err)
	}
	if resp.StatusCode != http.StatusOK {
		resp.Body.Close()
		return nil, "", fmt.Errorf("%w: upstream image status %d", ErrProviderTemporary, resp.StatusCode)
	}
	ct := strings.TrimSpace(resp.Header.Get("Content-Type"))
	if ct == "" {
		ct = "image/png"
	}
	return resp.Body, ct, nil
}

func (s *V1Service) videoEventForUser(ctx context.Context, principal *APIPrincipal, id string) (*model.EventLog, error) {
	ev, err := s.events.GetByID(ctx, strings.TrimSpace(id))
	if err != nil {
		return nil, err
	}
	if ev == nil || ev.Kind != "video" {
		return nil, ErrVideoJobNotFound
	}
	if principal != nil && principal.User != nil && ev.UserID != principal.User.ID {
		return nil, ErrVideoJobNotFound
	}
	return ev, nil
}

// videoJobStatus maps our event status → OpenAI's (queued|in_progress|completed|
// failed) plus a coarse progress.
func videoJobStatus(ev *model.EventLog) (string, int) {
	switch ev.Status {
	case "success":
		return "completed", 100
	case "failed":
		return "failed", 0
	default:
		if strings.TrimSpace(ev.AccountID) != "" {
			return "in_progress", 50
		}
		return "queued", 0
	}
}

func videoJobObject(id, modelID, status string, progress int, seconds, size string, createdAt, completedAt int64, errMsg string) map[string]any {
	obj := map[string]any{
		"id":         id,
		"object":     "video",
		"model":      modelID,
		"status":     status,
		"progress":   progress,
		"created_at": createdAt,
		"size":       size,
		"seconds":    strings.TrimSuffix(strings.TrimSpace(seconds), "s"),
	}
	if completedAt > 0 {
		obj["completed_at"] = completedAt
	} else {
		obj["completed_at"] = nil
	}
	if errMsg != "" {
		obj["error"] = map[string]any{"message": errMsg}
	} else {
		obj["error"] = nil
	}
	return obj
}

// sizeFromRatioRes reconstructs an OpenAI-style "WxH" label from our stored ratio
// + resolution tier (best-effort; only for display in the job object).
func sizeFromRatioRes(ratio, resolution string) string {
	long := 720
	res := strings.ToUpper(resolution)
	switch {
	case strings.Contains(res, "1080") || strings.Contains(res, "2K"):
		long = 1080
	case strings.Contains(res, "4K") || strings.Contains(res, "2160"):
		long = 2160
	}
	w, h := long, long
	switch strings.TrimSpace(ratio) {
	case "16:9":
		w, h = long, long*9/16
	case "9:16":
		w, h = long*9/16, long
	case "4:3":
		w, h = long, long*3/4
	case "3:4":
		w, h = long*3/4, long
	case "1:1":
		w, h = long, long
	default:
		w, h = long, long*9/16
	}
	return fmt.Sprintf("%dx%d", w, h)
}

// hasActiveProviderToken reports whether the provider pool holds at least one
// usable token for this kind of generation — mirrors the selection filter in
// the generate* paths. Used to fail fast (before charging / creating a job)
// with a clear "no account" error instead of dialing upstream with no token.
func (s *V1Service) hasActiveProviderToken(ctx context.Context, provider, kind string) (bool, error) {
	items, err := s.tokens.ListByPool(ctx, provider)
	if err != nil {
		return false, err
	}
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		// Adobe accounts are credit-based (积分号) — no per-kind quota locks.
		return true, nil
	}
	return false, nil
}

func (s *V1Service) prepareImage(ctx context.Context, principal *APIPrincipal, in V1ImageRequest, charge bool) (*model.ModelConfig, string, string, float64, error) {
	modelID := strings.TrimSpace(in.Model)
	prompt := strings.TrimSpace(in.Prompt)
	if modelID == "" || prompt == "" {
		return nil, "", "", 0, errors.New("model and prompt required")
	}
	modelItem, err := s.models.Get(ctx, modelID)
	if err != nil {
		if errors.Is(err, gorm.ErrRecordNotFound) {
			return nil, "", "", 0, ErrUnknownModel
		}
		return nil, "", "", 0, err
	}
	if !modelItem.Enabled || modelItem.Type != "image" {
		return nil, "", "", 0, ErrUnknownModel
	}
	// Fail fast before charging if the provider has no usable account. Use the
	// effective provider: a custom upstream serving this model id routes to
	// "custom" (effectiveProvider only returns it when such an account exists, so
	// the precheck is satisfied); otherwise check the native provider pool.
	if eff := s.effectiveProvider(ctx, modelItem); eff != "custom" {
		if ok, err := s.hasActiveProviderToken(ctx, eff, "image"); err != nil {
			return nil, "", "", 0, err
		} else if !ok {
			return nil, "", "", 0, ErrNoProviderAccount
		}
	}
	refLimit := 0
	if modelItem.ImageToImage {
		refLimit = modelItem.MaxReferenceImages
		if refLimit <= 0 {
			refLimit = 1
		}
	}
	if len(in.ReferenceImages) > refLimit {
		return nil, "", "", 0, errors.New("too many reference images")
	}
	// Reject oversized reference images before charging (all providers, all paths).
	if err := ensureReferenceSizes(in.ReferenceImages); err != nil {
		return nil, "", "", 0, err
	}
	// `size` (WxH) drives BOTH the aspect ratio AND the resolution tier — its long
	// edge maps to a tier (<1800→1K, 1800–3499→2K, ≥3500→4K). The web path passes
	// an explicit resolution; the OpenAI /v1 path derives it from size. There is no
	// `quality` param — size is the single source of truth for resolution.
	aspectRatio, resolution := parseImageSize(in.Size, in.AspectRatio, in.Resolution)
	// Snap to the nearest ratio the model actually supports — a `size`-derived
	// ratio (e.g. 1:3) must never be passed through to an upstream that rejects
	// it (Runway 400s on ratios outside its list).
	aspectRatio = snapRatio(aspectRatio, repo.JSONStrings(modelItem.Ratios))
	// parseImageSize defaults a blank resolution to "2K" (OpenAI-size parity).
	// For a model that doesn't price that tier — e.g. gpt-image-2 is 1K-only —
	// fall back to its first supported tier so a missing/stale resolution from
	// the client doesn't get rejected as "unsupported or unpriced".
	if _, ok := modelPrice(modelItem, "image", resolution, "", false); !ok {
		if fb := firstPricedResolution(modelItem); fb != "" {
			resolution = fb
		}
	}
	var surcharge float64
	if in.DeAI {
		surcharge = s.deaiSurcharge(ctx, resolution)
	}
	price, err := s.chargeForModel(ctx, principal, modelItem, "image", resolution, "", surcharge, charge)
	if err != nil {
		return nil, "", "", 0, err
	}
	return modelItem, resolution, aspectRatio, price, nil
}

func (s *V1Service) prepareVideo(ctx context.Context, principal *APIPrincipal, in V1VideoRequest, charge bool) (*model.ModelConfig, string, string, string, float64, error) {
	modelID := strings.TrimSpace(in.Model)
	prompt := strings.TrimSpace(in.Prompt)
	duration := strings.TrimSpace(in.Duration)
	if modelID == "" || prompt == "" {
		return nil, "", "", "", 0, errors.New("model and prompt required")
	}
	if duration == "" {
		return nil, "", "", "", 0, errors.New("duration required")
	}
	modelItem, err := s.models.Get(ctx, modelID)
	if err != nil {
		if errors.Is(err, gorm.ErrRecordNotFound) {
			return nil, "", "", "", 0, ErrUnknownModel
		}
		return nil, "", "", "", 0, err
	}
	if !modelItem.Enabled || modelItem.Type != "video" {
		return nil, "", "", "", 0, ErrUnknownModel
	}
	// Validate duration against model's supported range (from Durations JSON array).
	if secs := parseDurationSeconds(duration); secs > 0 {
		if durList := repo.JSONStrings(modelItem.Durations); len(durList) > 0 {
			minSecs, maxSecs := 9999, 0
			for _, d := range durList {
				n := parseDurationSeconds(d)
				if n > 0 {
					if n < minSecs {
						minSecs = n
					}
					if n > maxSecs {
						maxSecs = n
					}
				}
			}
			if secs < minSecs || secs > maxSecs {
				return nil, "", "", "", 0, fmt.Errorf("duration %ds out of range [%d-%d] for model %s", secs, minSecs, maxSecs, modelItem.EffectiveName())
			}
		}
	}
	// Fail fast before charging — effective provider (custom upstream by id, else native).
	if eff := s.effectiveProvider(ctx, modelItem); eff == "custom" {
		// custom serves this id (effectiveProvider guaranteed it) — precheck ok
	} else if ok, err := s.hasActiveProviderToken(ctx, eff, "video"); err != nil {
		return nil, "", "", "", 0, err
	} else if !ok {
		return nil, "", "", "", 0, ErrNoProviderAccount
	}
	refLimit := modelItem.MaxReferenceImages
	if refLimit <= 0 {
		refLimit = 10
	}
	if len(in.ReferenceImages) > refLimit {
		return nil, "", "", "", 0, errors.New("too many reference images")
	}
	// Reject oversized reference images before charging (all providers, all paths).
	if err := ensureReferenceSizes(in.ReferenceImages); err != nil {
		return nil, "", "", "", 0, err
	}
	// Runway i2v strictly requires exactly one first-frame image. Enforce it here,
	// BEFORE charging, so a missing/extra frame fails fast instead of charge →
	// upstream reject → refund. generateRunwayVideo keeps its own guard too.
	if modelItem.Provider == "runway" {
		n := 0
		for _, r := range in.ReferenceImages {
			if strings.TrimSpace(r) != "" {
				n++
			}
		}
		if n != 1 {
			return nil, "", "", "", 0, errors.New("runway 图生视频需要且仅需 1 张首帧图")
		}
	}
	// Leonardo seedance 的参考资产分三类且各有上限/时长限制,在扣费前拦掉,
	// 不让请求带着非法参考走到上游。
	if modelItem.Provider == "leonardo" {
		if _, err := classifyLeonardoVideoRefs(in.ReferenceImages, leonardoVideoSpecOf(modelItem.ID)); err != nil {
			return nil, "", "", "", 0, err
		}
	}
	aspectRatio := strings.TrimSpace(strings.ReplaceAll(in.AspectRatio, "x", ":"))
	if aspectRatio == "" {
		aspectRatio = "16:9"
	}
	resolution := strings.TrimSpace(in.Resolution)
	if resolution == "" {
		resolution = "720p"
	}
	price, err := s.chargeForModel(ctx, principal, modelItem, "video", resolution, duration, 0, charge)
	if err != nil {
		return nil, "", "", "", 0, err
	}
	// 规范化 duration 字段：前端 per_second 计费模式可能发来 "per_second" 字符串，
	// 统一转为 "Xs" 格式（如 "4s"）存库，避免日志显示原始键名。
	if n := parseDurationSeconds(duration); n > 0 {
		duration = fmt.Sprintf("%ds", n)
	}
	return modelItem, resolution, aspectRatio, duration, price, nil
}

func (s *V1Service) chargeForModel(ctx context.Context, principal *APIPrincipal, modelItem *model.ModelConfig, kind, resolution, duration string, surcharge float64, charge bool) (float64, error) {
	// 代理用户走代理价(某档未设代理价则回退普通价)。principal.User 即将被扣费的
	// 用户,无论画图台还是 key 调用都从这里取,所以一处即覆盖所有路径。
	agent := principal != nil && principal.User != nil && principal.User.Role == "agent"
	price, ok := modelPrice(modelItem, kind, resolution, duration, agent)
	if !ok {
		return 0, ErrUnsupportedParams
	}
	price += surcharge
	if !charge || principal == nil || principal.User == nil {
		return 0, nil
	}
	updated, debited, err := s.users.TryDebitCredits(ctx, principal.User.ID, price)
	if err != nil {
		return 0, err
	}
	if !debited {
		if updated != nil {
			principal.User = updated
		}
		return 0, ErrInsufficientFunds
	}
	principal.User = updated
	return price, nil
}

func (s *V1Service) userDir(principal *APIPrincipal) string {
	if principal == nil {
		return "anon"
	}
	return OwnerDir(principal.User)
}

// OwnerDir is the storage directory (= /images/<owner>/ segment) a user's outputs
// live under: sanitized name → sanitized email-local → id → "anon".
func OwnerDir(user *model.User) string {
	if user != nil {
		if d := sanitizeOwnerName(user.Name); d != "" {
			return d
		}
		if d := sanitizeOwnerName(strings.Split(user.Email, "@")[0]); d != "" {
			return d
		}
		if user.ID != "" {
			return user.ID
		}
	}
	return "anon"
}

// contentTypeForExt maps a file extension to a MIME type for storage uploads.
func contentTypeForExt(ext string) string {
	switch strings.ToLower(strings.TrimPrefix(ext, ".")) {
	case "png":
		return "image/png"
	case "jpg", "jpeg":
		return "image/jpeg"
	case "webp":
		return "image/webp"
	case "gif":
		return "image/gif"
	case "mp4":
		return "video/mp4"
	case "webm":
		return "video/webm"
	case "mov":
		return "video/quicktime"
	default:
		return "application/octet-stream"
	}
}

// imageExtFromBytes sniffs a sensible file extension from the magic bytes so the
// saved reference keeps its real type (the /images handler types by extension).
func imageExtFromBytes(b []byte) string {
	switch {
	case len(b) >= 3 && b[0] == 0xFF && b[1] == 0xD8 && b[2] == 0xFF:
		return "jpg"
	case len(b) >= 6 && string(b[0:6]) == "GIF89a", len(b) >= 6 && string(b[0:6]) == "GIF87a":
		return "gif"
	case len(b) >= 12 && string(b[0:4]) == "RIFF" && string(b[8:12]) == "WEBP":
		return "webp"
	default:
		return "png"
	}
}

// allocateOutput builds the object key (= relative path, user-scoped) and the
// directly-downloadable URL pointing at this site's /images proxy. Nothing is
// written here — the bytes are uploaded to RustFS by the caller.
func (s *V1Service) allocateOutput(principal *APIPrincipal, ext, baseURL string) (string, string) {
	userDir := s.userDir(principal)
	filename := time.Now().Format("20060102-150405") + "-" + randomUpper(8) + "." + strings.TrimPrefix(ext, ".")
	relativePath := filepath.ToSlash(filepath.Join(userDir, filename))
	// OpenAI-style clients need a directly-downloadable absolute URL. When the
	// inbound request's base URL is known, build "{scheme}://{host}/images/...";
	// otherwise fall back to the relative path for backward compatibility.
	if base := strings.TrimRight(strings.TrimSpace(baseURL), "/"); base != "" {
		return base + "/images/" + relativePath, relativePath
	}
	return "/images/" + relativePath, relativePath
}

func (s *V1Service) logPendingEvent(ctx context.Context, kind string, modelItem *model.ModelConfig, principal *APIPrincipal, prompt, ratio, resolution, duration string, refs int, cost float64, file, source string, refFiles []string, deai bool) (string, error) {
	event := &model.EventLog{
		ID:         "evt-" + randomUpper(12),
		TS:         time.Now(),
		Kind:       kind,
		Status:     "pending",
		Model:      modelItem.ID,
		Provider:   modelItem.Provider,
		Prompt:     prompt,
		Ratio:      ratio,
		Resolution: resolution,
		Duration:   duration,
		Refs:       refs,
		DeAI:       deai,
		Source:     source,
		Cost:       cost,
		File:       file,
		CreatedAt:  time.Now(),
		UpdatedAt:  time.Now(),
	}
	if len(refFiles) > 0 {
		event.RefFiles = jsonArray(refFiles)
	}
	if principal != nil && principal.User != nil {
		event.UserID = principal.User.ID
	}
	if err := s.events.Create(ctx, event); err != nil {
		return "", err
	}
	return event.ID, nil
}

func (s *V1Service) finishUnimplementedEvent(ctx context.Context, eventID string) error {
	return s.events.UpdateStatus(ctx, eventID, "failed", "generation executor not implemented yet", 0)
}

// videoGenBudget caps one video render end-to-end (submit + poll + download).
// 上游慢的时候（seedance 长镜头）12 分钟不够，统一给 30 分钟。
const videoGenBudget = 30 * time.Minute

// grokConcurrencyPerAccount is how many simultaneous generations one grok account
// may run (grok tolerates 10, unlike the 1-per-account default elsewhere).
const grokConcurrencyPerAccount = 10

// maxTempDeadAccounts caps how many accounts the "temporary error = fail over"
// policy may burn per request before giving up, so an upstream-wide blip
// ("system under load") can't fan a single request out across the whole pool.
// After this many accounts fail this way, the request fails.
const maxTempDeadAccounts = 10

// runPoolWithFailover drives a generation across a round-robin-ordered account
// list with per-error-class behavior, so a bad request never burns the whole
// pool while genuinely limited accounts still fail over:
//   - 额度耗尽 quota → mark the account and FAIL OVER to the next account
//     immediately (same-account retry can't help). Repeats until one succeeds or
//     the pool is exhausted.
//   - 认证失效 auth → refresh the token from its cookie and retry ONCE with the
//     fresh token; if it still auth-fails (or there's nothing to refresh, e.g.
//     chatgpt's JWT IS the credential), mark the account and fail over.
//   - 上游临时 temporary → record the failure (no disable/dead) and FAIL OVER to
//     the next account immediately, capped at maxTempDeadAccounts accounts so a
//     pool-wide blip can't fan a single request out across everything.
//   - 参数错 / request-level (anything else) → return immediately, no retry, no
//     account penalty (the account isn't at fault).
//
// Returns the actual upstream error (never a synthetic "retry failed"). On
// success it stamps success_total/fails=0 on the winning account. classify maps
// a provider error to (isAuth, isQuota, isTemporary). refreshOnAuth (nil for
// providers whose token IS the credential) re-mints the account's token so an
// auth retry uses a FRESH token instead of replaying the stale one.
func (s *V1Service) runPoolWithFailover(ctx context.Context, eventID, pool string, active []model.TokenAccount, kind string,
	attempt func(token model.TokenAccount) ([]byte, error),
	classify func(error) (isAuth, isQuota, isTemporary, isDead bool),
	refreshOnAuth func(tokenID string) (model.TokenAccount, bool),
	tempFailover bool,
) ([]byte, error) {
	var lastErr error
	busy := 0
	tempDeadCount := 0
	for _, token := range active {
		// Per-account concurrency gate (defaults to 1 for built-in pools).
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		// release via defer so a panic in tryAccount can't leak the 1-job slot.
		data, err, failover, tempDead := func() ([]byte, error, bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			return s.tryAccount(ctx, eventID, pool, token, kind, attempt, classify, refreshOnAuth, tempFailover)
		}()
		if err == nil {
			return data, nil
		}
		lastErr = err
		if tempDead {
			// temp-failover policy: this account hit a temporary upstream error.
			// Cap how many accounts one request may burn before we stop, so an
			// upstream-wide blip doesn't fan out across the whole pool.
			tempDeadCount++
			if tempDeadCount >= maxTempDeadAccounts {
				return nil, lastErr
			}
		}
		if failover {
			continue
		}
		// temporary exhausted or request-level error → surface it, no fan-out.
		return nil, lastErr
	}
	// Nothing ran. If accounts were skipped ONLY because they were all busy
	// (no real failure), tell the caller the pool is at its concurrency cap.
	if lastErr == nil {
		if busy > 0 {
			return nil, ErrConcurrencyFull
		}
		return nil, ErrProviderExecution
	}
	return nil, lastErr
}

// tryAccount runs one account's attempt with the pool's retry policy:
// 额度耗尽/认证失效 → mark + failover; 上游临时 → record failure + failover (capped
// via the tempDead return); 参数错 → fail fast. Returns (data, err, failover,
// tempDead) — failover=true means move on to the next account. The per-account
// concurrency gate is held by the caller.
func (s *V1Service) tryAccount(ctx context.Context, eventID, pool string, token model.TokenAccount, kind string,
	attempt func(token model.TokenAccount) ([]byte, error),
	classify func(error) (isAuth, isQuota, isTemporary, isDead bool),
	refreshOnAuth func(tokenID string) (model.TokenAccount, bool),
	tempFailover bool,
) ([]byte, error, bool, bool) {
	_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
	_ = s.tokens.TouchLastUsed(ctx, token.ID)
	authRefreshed := false
	if strings.TrimSpace(token.Value) == "" && refreshOnAuth != nil {
		if refreshed, ok := refreshOnAuth(token.ID); ok {
			token = refreshed
			authRefreshed = true
		} else {
			s.markTokenDead(ctx, pool, token, kind)
			return nil, ErrProviderExecution, true, true
		}
	}
	for {
		data, err := attempt(token)
		if err == nil {
			_, _ = s.tokens.Update(ctx, pool, token.ID, map[string]any{
				"last_used_at":  time.Now(),
				"success_total": gorm.Expr("success_total + 1"),
				"fails":         0,
			})
			return data, nil, false, false
		}
		isAuth, isQuota, isTemp, isDead := classify(err)
		if isQuota {
			s.markTokenFailure(ctx, pool, token, kind, false, true)
			return nil, err, true, false
		}
		if isAuth {
			// A 403 user_not_entitled means the account has no Firefly entitlement
			// — refreshing the access token can't grant one, so kill it now instead
			// of leaving it in rotation to burn every future request.
			if errors.Is(err, adobe.ErrNotEntitled) {
				s.markTokenDead(ctx, pool, token, kind)
				return nil, err, true, true
			}
			// Refresh from cookie and retry ONCE; otherwise the credential is dead.
			if refreshOnAuth != nil && !authRefreshed {
				if refreshed, ok := refreshOnAuth(token.ID); ok {
					token = refreshed
					authRefreshed = true
					continue
				}
			}
			s.markTokenFailure(ctx, pool, token, kind, true, false)
			return nil, err, true, false
		}
		// Fatal / temporary-under-failover-policy upstream error.
		if isDead || (isTemp && tempFailover) {
			if tempFailover {
				// Ops policy (adobe): NEVER kill on these upstream errors — a
				// genuinely bad account and a transient Adobe blip (429/5xx/
				// overload) look the same, and killing wipes healthy accounts.
				// Record the failure and fail over to the next account (no
				// disable/dead). The 4th return value caps how many accounts one
				// request may burn this way (maxTempDeadAccounts) so a pool-wide
				// blip can't fan a single request across the whole pool.
				s.markTokenFailure(ctx, pool, token, kind, false, false)
				return nil, err, true, true
			}
			s.markTokenDead(ctx, pool, token, kind)
			return nil, err, true, true
		}
		if isTemp {
			// Temporary upstream error → record the failure (no disable/dead) and
			// fail over to the NEXT account, capped via the tempDead return so a
			// pool-wide blip can't fan one request across the whole pool.
			s.markTokenFailure(ctx, pool, token, kind, false, false)
			return nil, err, true, true
		}
		return nil, err, false, false // 参数错 / request-level
	}
}

func adobeErrClass(e error) (bool, bool, bool, bool) {
	return errors.Is(e, adobe.ErrAuth), errors.Is(e, adobe.ErrQuotaExhausted), errors.Is(e, adobe.ErrTemporaryUpstream) || errors.Is(e, adobe.ErrRateLimited), errors.Is(e, adobe.ErrDeadUpstream)
}

// noStore url-only mode: adobe returns a presigned image URL (meta["image_url"]);
// skip the download and return it directly.
func (s *V1Service) generateAdobeImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.adobe == nil {
		return nil, "", errors.New("adobe client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.adobe.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "adobe")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		// Adobe accounts are credit-based (积分号) — no per-kind quota locks.
		// Only skip accounts that are dead or disabled.
		if item.Status != "active" || item.Dead {
			continue
		}
		// plan 未探测到的号既不算普号也不算会员号，置死号、不参与调度
		if planUnknown(item.Meta) {
			s.markPlanUnknownDead(ctx, "adobe", item.ID)
			continue
		}
		// 普号(free)只能调度 free_allowed 的模型（香蕉2 仅 1K）
		if !freeAccountsAllowed(modelItem, resolution) && isFreeAccount(item.Meta) {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("adobe", active)
	// 非 seedance 图片生成：普号 → 子号 → 母号
	active = prioritizeSubAccounts(active)

	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}

	// Round-robin order. Adobe uses tempFailover=true: a temporary upstream error
	// ("system under load") fails over to the next account without penalizing the
	// current one, capped at maxTempDeadAccounts; auth/quota also fail over
	// (see runPoolWithFailover). imageURL is captured from the successful attempt.
	var imageURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "adobe", active, "image", func(token model.TokenAccount) ([]byte, error) {
		var blobIDs []string
		for _, ref := range refs {
			id, upErr := s.adobe.UploadImage(ctx, token.Value, ref, "image/png", "")
			if upErr != nil {
				if errors.Is(upErr, adobe.ErrRateLimited) {
					recoverAt := time.Now().Add(4 * time.Hour)
					s.tokens.Update(ctx, "adobe", token.ID, map[string]any{
						"status":           "quota",
						"quota_recover_at": &recoverAt,
					})
				}
				return nil, upErr
			}
			blobIDs = append(blobIDs, id)
		}
		d, meta, genErr := s.adobe.GenerateImage(ctx, token.Value, modelItem.ID, in.Prompt, aspectRatio, resolution, blobIDs, !urlOnly)
		if genErr == nil {
			imageURL = strings.TrimSpace(stringValue(meta["image_url"]))
		}
		return d, genErr
	}, adobeErrClass, func(id string) (model.TokenAccount, bool) {
		return s.refreshAdobeToken(ctx, id)
	}, true)
	return data, imageURL, err
}

func (s *V1Service) generateAdobeVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio, resolution string, durationSeconds int, downloadResult bool) ([]byte, string, error) {
	if s.adobe == nil {
		return nil, "", errors.New("adobe client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.adobe.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "adobe")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead {
			continue
		}
		// plan 未探测到的号既不算普号也不算会员号，置死号、不参与调度
		if planUnknown(item.Meta) {
			s.markPlanUnknownDead(ctx, "adobe", item.ID)
			continue
		}
		// Seedance 模型只允许 VIP 母号：必须正向识别（plan 非 free、非子号、
		// 积分 >4000），plan/额度未探测的账号一律不参与调度
		if isSeedanceModel(modelItem.ID) && !isVipMotherAccount(item.Meta) {
			continue
		}
		// 普号(free)只能调度 free_allowed 的模型
		if !freeAccountsAllowed(modelItem, resolution) && isFreeAccount(item.Meta) {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("adobe", active)
	// 非 seedance 视频生成：普号 → 子号 → 母号
	// （seedance 已在上面过滤掉子号，此处无需额外处理）
	if !isSeedanceModel(modelItem.ID) {
		active = prioritizeSubAccounts(active)
	}

	refLimit := modelItem.MaxReferenceImages
	if refLimit <= 0 {
		refLimit = 10
	}
	refs, err := decodeReferenceImages(in.ReferenceImages, refLimit)
	if err != nil {
		return nil, "", err
	}
	// Classify refs for seedance: images (usage:style), videos, audio (usage:source).
	var imgRefs, vidRefs, audRefs [][]byte
	for _, r := range refs {
		switch detectMediaType(r) {
		case "video":
			vidRefs = append(vidRefs, r)
		case "audio":
			audRefs = append(audRefs, r)
		default:
			imgRefs = append(imgRefs, r)
		}
	}
	prompt := in.Prompt

	engine, upstreamModel := resolveAdobeVideoEngine(modelItem.ID)
	referenceMode := defaultString(strings.TrimSpace(modelItem.ReferenceMode), "frame")
	if rm := strings.TrimSpace(in.ReferenceMode); rm != "" {
		referenceMode = rm
	}

	// Round-robin order; fail over to the next account on auth/quota; temporary
	// upstream errors fail over too without penalizing the account (tempFailover,
	// capped at maxTempDeadAccounts). videoURL is
	// captured from the successful attempt's meta (the upstream presigned URL).
	var videoURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "adobe", active, "video", func(token model.TokenAccount) ([]byte, error) {
		var blobIDs []string
		for _, ref := range imgRefs {
			id, upErr := s.adobe.UploadImage(ctx, token.Value, ref, "image/png", engine)
			if upErr != nil {
				if errors.Is(upErr, adobe.ErrRateLimited) {
					recoverAt := time.Now().Add(4 * time.Hour)
					s.tokens.Update(ctx, "adobe", token.ID, map[string]any{
						"status":           "quota",
						"quota_recover_at": &recoverAt,
					})
				}
				return nil, upErr
			}
			blobIDs = append(blobIDs, id)
		}
		var videoBlobIDs []string
		for _, ref := range vidRefs {
			id, upErr := s.adobe.UploadImage(ctx, token.Value, ref, "video/mp4", engine)
			if upErr != nil {
				return nil, upErr
			}
			videoBlobIDs = append(videoBlobIDs, id)
		}
		var audioBlobIDs []string
		for _, ref := range audRefs {
			id, upErr := s.adobe.UploadImage(ctx, token.Value, ref, "audio/mp3", engine)
			if upErr != nil {
				return nil, upErr
			}
			audioBlobIDs = append(audioBlobIDs, id)
		}
		bytes, meta, genErr := s.adobe.GenerateVideo(ctx, token.Value, engine, prompt, aspectRatio, durationSeconds, resolution, referenceMode, upstreamModel, blobIDs, videoBlobIDs, audioBlobIDs, downloadResult)
		if genErr == nil {
			videoURL = strings.TrimSpace(stringValue(meta["video_url"]))
		}
		return bytes, genErr
	}, adobeErrClass, func(id string) (model.TokenAccount, bool) {
		return s.refreshAdobeToken(ctx, id)
	}, true)
	return data, videoURL, err
}

// leonardoMinCredits is the per-generation token cost (one Leonardo image = 30
// tokens). An account with fewer is treated as 限额 and skipped — it can't afford
// a generation. Daily renewal (tokenRenewalDate) drives auto-recovery.
const leonardoMinCredits = 30

func (s *V1Service) generateRunwayVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio string, durationSeconds int, downloadResult bool) ([]byte, string, error) {
	if s.runway == nil {
		return nil, "", errors.New("runway client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.runway.SetProxy(proxy)
		}
	}

	// Runway i2v strictly requires exactly one first-frame image.
	refs, err := decodeReferenceImages(in.ReferenceImages, 1)
	if err != nil {
		return nil, "", err
	}
	if len(refs) != 1 {
		return nil, "", errors.New("runway 图生视频需要且仅需 1 张首帧图")
	}
	frame := refs[0]

	items, err := s.tokens.ListByPool(ctx, "runway")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		// No pre-deduct (same policy as the image flow): skip only accounts we KNOW
		// are out of credits (cached remaining <= 0) — those are treated as dead.
		// Unknown balance gets the benefit of the doubt.
		if rem, ok := jsonMapInt(item.Meta, "cached_quota_remaining"); ok && rem <= 0 {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("runway", active)

	var lastErr error
	var videoURL string
	busy := 0
	for _, token := range active {
		// Per-account concurrency gate (defaults to 1 for built-in pools).
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			teamID := ""
			if token.Meta != nil {
				teamID = strings.TrimSpace(stringValue(token.Meta["team_id"]))
			}
			d, meta, genErr := s.runway.GenerateVideo(ctx, token.Value, teamID, in.Prompt, aspectRatio, durationSeconds, frame, downloadResult)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "runway", token.ID, map[string]any{
					"last_used_at":  time.Now(),
					"success_total": gorm.Expr("success_total + 1"),
					"fails":         0,
				})
				data = d
				videoURL = strings.TrimSpace(stringValue(meta["video_url"]))
				return true, false
			}
			lastErr = genErr
			switch {
			case errors.Is(genErr, runway.ErrAuth), errors.Is(genErr, runway.ErrQuotaExhausted):
				// 额度没了 / token 失效 → 当 401 判死(status=disabled, dead),换号。
				s.markTokenFailure(ctx, "runway", token, "video", true, false)
				return false, true
			case errors.Is(genErr, runway.ErrTemporaryUpstream):
				// 上游临时错误 → 直接换下一个号。
				return false, true
			default:
				// 参数级错误(如 prompt 未过审)→ 直接失败,不换号。
				return false, false
			}
		}()
		if done {
			return data, videoURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// customAccountServes reports whether a custom (upstream) account is usable for a
// given model id: active, not dead, has a base_url, and its meta.models list (csv
// of model ids it serves) contains the id. An empty models list serves ALL ids.
func customAccountServes(item model.TokenAccount, modelID string) bool {
	if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
		return false
	}
	if item.Meta == nil || strings.TrimSpace(stringValue(item.Meta["base_url"])) == "" {
		return false
	}
	list := strings.TrimSpace(stringValue(item.Meta["models"]))
	if list == "" {
		return true
	}
	for _, m := range strings.Split(list, ",") {
		if strings.EqualFold(strings.TrimSpace(m), modelID) {
			return true
		}
	}
	return false
}

// customActive returns the custom accounts that serve modelID, ordered by weight
// (higher first; ties by id) so heavier upstreams are preferred.
func (s *V1Service) customActive(ctx context.Context, modelID string) ([]model.TokenAccount, error) {
	items, err := s.tokens.ListByPool(ctx, "custom")
	if err != nil {
		return nil, err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if customAccountServes(item, modelID) {
			active = append(active, item)
		}
	}
	s.rotateRoundRobin("custom", active) // weight priority + round-robin within ties
	return active, nil
}

// accountConcurrency is the per-account simultaneous-job cap. Custom accounts use
// their configured Concurrency (default 1); built-in pools use the system value.
func accountConcurrency(item model.TokenAccount) int {
	if item.Pool == "adobe" {
		if isFreeAccount(item.Meta) {
			return 1 // FREE 普号 / 降级号限制为 1 并发
		}
		if item.Concurrency > 0 {
			return item.Concurrency
		}
		return 5 // VIP 会员号默认 5 并发
	}
	if item.Concurrency > 0 {
		return item.Concurrency
	}
	if item.Pool == "grok" {
		return grokConcurrencyPerAccount // 10
	}
	return 1
}

// effectiveProvider routes a model to the "custom" upstream whenever a custom
// account declares it serves that model id (id-based override of the model's
// native provider) — so an upstream can take over any model by matching its id.
// Otherwise the model's own provider is used.
func (s *V1Service) effectiveProvider(ctx context.Context, modelItem *model.ModelConfig) string {
	if s.custom != nil {
		if active, err := s.customActive(ctx, modelItem.ID); err == nil && len(active) > 0 {
			return "custom"
		}
	}
	return modelItem.Provider
}

// generateCustomImage forwards an image generation to an OpenAI-compatible
// upstream. The upstream (custom account) is matched by model id; calls go direct
// (no proxy). Billing uses the local model price.
func (s *V1Service) generateCustomImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.custom == nil {
		return nil, "", errors.New("custom client not configured")
	}
	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}
	active, err := s.customActive(ctx, modelItem.ID)
	if err != nil {
		return nil, "", err
	}
	active = pinTestAccount(active, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	size := upstreamSize(aspectRatio, resolution)
	quality := upstreamQuality(resolution)
	var lastErr error
	busy := 0
	for _, token := range active {
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		var imgURL string
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			baseURL := stringValue(token.Meta["base_url"])
			d, u, genErr := s.custom.GenerateImage(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, size, quality, refs, !urlOnly)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "custom", token.ID, map[string]any{
					"last_used_at": time.Now(), "success_total": gorm.Expr("success_total + 1"), "fails": 0,
				})
				data = d
				imgURL = u
				return true, false
			}
			lastErr = genErr
			switch {
			case errors.Is(genErr, custom.ErrAuth):
				s.markTokenFailure(ctx, "custom", token, "image", true, false)
				return false, true
			case errors.Is(genErr, custom.ErrQuotaExhausted):
				s.markTokenFailure(ctx, "custom", token, "image", false, true)
				return false, true
			case errors.Is(genErr, custom.ErrTemporaryUpstream):
				return false, true
			default:
				return false, false
			}
		}()
		if done {
			return data, imgURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// generateCustomVideo forwards a video generation to an OpenAI-compatible
// (Sora-style) upstream, matched by model id. No proxy; local-price billing.
func (s *V1Service) generateCustomVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio, resolution string, durationSeconds int, downloadResult bool) ([]byte, string, error) {
	if s.custom == nil {
		return nil, "", errors.New("custom client not configured")
	}
	active, err := s.customActive(ctx, modelItem.ID)
	if err != nil {
		return nil, "", err
	}
	active = pinTestAccount(active, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	size := upstreamVideoSize(aspectRatio, resolution)
	// Optional reference frames (image-to-video / first-last frames) — forwarded
	// to the upstream as multipart input_reference[] files.
	frames, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}
	var lastErr error
	var videoURL string
	busy := 0
	for _, token := range active {
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			baseURL := stringValue(token.Meta["base_url"])
			d, url, genErr := s.custom.GenerateVideo(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, size, durationSeconds, frames, downloadResult)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "custom", token.ID, map[string]any{
					"last_used_at": time.Now(), "success_total": gorm.Expr("success_total + 1"), "fails": 0,
				})
				data = d
				videoURL = url
				return true, false
			}
			lastErr = genErr
			switch {
			case errors.Is(genErr, custom.ErrAuth):
				s.markTokenFailure(ctx, "custom", token, "video", true, false)
				return false, true
			case errors.Is(genErr, custom.ErrQuotaExhausted):
				s.markTokenFailure(ctx, "custom", token, "video", false, true)
				return false, true
			case errors.Is(genErr, custom.ErrTemporaryUpstream):
				return false, true
			default:
				return false, false
			}
		}()
		if done {
			return data, videoURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// upstreamSize maps our (ratio, resolution) to an OpenAI-style "WxH" size string
// for the upstream. The pixel base scales with the tier (1K/2K/4K); the ratio
// sets the shape. Upstreams that key off ratio (our own /v1) read it fine.
func upstreamSize(aspectRatio, resolution string) string {
	base := 1024
	switch strings.ToUpper(strings.TrimSpace(resolution)) {
	case "2K":
		base = 2048
	case "4K":
		base = 4096
	}
	w, h := 1, 1
	parts := strings.Split(strings.ReplaceAll(strings.TrimSpace(aspectRatio), "x", ":"), ":")
	if len(parts) == 2 {
		if a, e1 := strconv.Atoi(strings.TrimSpace(parts[0])); e1 == nil && a > 0 {
			if b, e2 := strconv.Atoi(strings.TrimSpace(parts[1])); e2 == nil && b > 0 {
				w, h = a, b
			}
		}
	}
	if w >= h {
		return fmt.Sprintf("%dx%d", base, base*h/w)
	}
	return fmt.Sprintf("%dx%d", base*w/h, base)
}

// upstreamVideoSize maps our (ratio, resolution) to a "WxH" size for video
// upstreams. Video "Np" tiers set the SHORT edge in pixels (like grok:
// 720p 1:1 → 720x720, 720p 16:9 → 1280x720); 2K/4K fall back to the
// long-edge mapping shared with images.
func upstreamVideoSize(aspectRatio, resolution string) string {
	short := 0
	switch res := strings.ToLower(strings.TrimSpace(resolution)); res {
	case "540p":
		short = 540
	case "720p", "":
		short = 720
	case "1080p":
		short = 1080
	}
	if short == 0 {
		return upstreamSize(aspectRatio, resolution)
	}
	w, h := 1, 1
	parts := strings.Split(strings.ReplaceAll(strings.TrimSpace(aspectRatio), "x", ":"), ":")
	if len(parts) == 2 {
		if a, e1 := strconv.Atoi(strings.TrimSpace(parts[0])); e1 == nil && a > 0 {
			if b, e2 := strconv.Atoi(strings.TrimSpace(parts[1])); e2 == nil && b > 0 {
				w, h = a, b
			}
		}
	}
	if w >= h {
		return fmt.Sprintf("%dx%d", short*w/h, short)
	}
	return fmt.Sprintf("%dx%d", short, short*h/w)
}

// upstreamQuality maps a resolution tier to the OpenAI quality enum.
func upstreamQuality(resolution string) string {
	switch strings.ToUpper(strings.TrimSpace(resolution)) {
	case "2K":
		return "medium"
	case "4K":
		return "high"
	case "1K":
		return "low"
	}
	return ""
}

// generateGrokVideo runs grok's imagine video pipeline across the grok pool,
// via Grok Console (console.x.ai) — the same sso account, but the clean JSON
// media API instead of the anti-bot gated grok.com website flow.
// 额度是本地写死的（每号 图 5 / 视频 2）：视频计数归零的号不再调度，下单先预扣一个、
// 失败退回（并发不超扣），图/视频都归零直接判死；auth / 额度错误同样判死换号
// （grok sso 不续期，失效就失效）。
func (s *V1Service) generateGrokVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio, resolution string, durationSeconds int, downloadResult bool) ([]byte, string, error) {
	if s.grok == nil {
		return nil, "", errors.New("grok client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.grok.SetProxy(proxy)
		}
	}

	// Optional reference frames (image-to-video), up to the model's max.
	frames, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}

	items, err := s.tokens.ListByPool(ctx, "grok")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		if rem, ok := jsonMapInt(item.Meta, repo.GrokVideoQuotaKey); ok && rem <= 0 {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("grok", active)

	res := strings.TrimSpace(resolution)
	if res == "" {
		res = "720p"
	}
	var lastErr error
	var videoURL string
	busy := 0
	for _, token := range active {
		// Per-account concurrency gate (defaults to 1 for built-in pools).
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			// 下单先预扣本地额度（并发时不会超扣），失败再退回。
			allowed, reserveErr := s.tokens.ReserveGrokQuota(ctx, token.ID, "video")
			if reserveErr != nil || !allowed {
				return false, true
			}
			d, meta, genErr := s.grok.GenerateConsoleVideo(ctx, token.Value, in.Prompt, aspectRatio, res, durationSeconds, frames, downloadResult)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "grok", token.ID, map[string]any{
					"last_used_at":  time.Now(),
					"success_total": gorm.Expr("success_total + 1"),
					"fails":         0,
				})
				// 图/视频都归零时账号直接判死。
				_ = s.tokens.FinalizeGrokQuota(ctx, token.ID)
				data = d
				videoURL = strings.TrimSpace(stringValue(meta["video_url"]))
				return true, false
			}
			_ = s.tokens.RefundGrokQuota(ctx, token.ID, "video")
			lastErr = genErr
			switch {
			case errors.Is(genErr, grok.ErrAuth), errors.Is(genErr, grok.ErrQuotaExhausted):
				// 失效 / 额度没了 → 当 401 判死(不续期),换号。
				s.markTokenFailure(ctx, "grok", token, "video", true, false)
				return false, true
			case errors.Is(genErr, grok.ErrTemporaryUpstream):
				return false, true
			default:
				return false, false
			}
		}()
		if done {
			return data, videoURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// generateGrokImage runs Grok Console's image pipeline (grok-imagine-image)
// across the grok pool. 额度策略同视频路径，只是扣的是图片那份计数。带参考图时
// （最多 3 张，内联在请求里）自动走 /images/edits 的 quality 上游 — 图生图。
func (s *V1Service) generateGrokImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	// API-key (noStore) requests skip the download and return the upstream URL.
	urlOnly := noStore
	if s.grok == nil {
		return nil, "", errors.New("grok client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.grok.SetProxy(proxy)
		}
	}

	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}

	items, err := s.tokens.ListByPool(ctx, "grok")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		if rem, ok := jsonMapInt(item.Meta, repo.GrokImageQuotaKey); ok && rem <= 0 {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("grok", active)

	var lastErr error
	busy := 0
	for _, token := range active {
		// Per-account concurrency gate.
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		var artURL string
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			// 下单先预扣本地额度（并发时不会超扣），失败再退回。
			allowed, reserveErr := s.tokens.ReserveGrokQuota(ctx, token.ID, "image")
			if reserveErr != nil || !allowed {
				return false, true
			}
			d, meta, genErr := s.grok.GenerateConsoleImage(ctx, token.Value, in.Prompt, aspectRatio, resolution, refs, urlOnly)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "grok", token.ID, map[string]any{
					"last_used_at":  time.Now(),
					"success_total": gorm.Expr("success_total + 1"),
					"fails":         0,
				})
				// 图/视频都归零时账号直接判死。
				_ = s.tokens.FinalizeGrokQuota(ctx, token.ID)
				data = d
				artURL = strings.TrimSpace(stringValue(meta["image_url"]))
				return true, false
			}
			_ = s.tokens.RefundGrokQuota(ctx, token.ID, "image")
			lastErr = genErr
			switch {
			case errors.Is(genErr, grok.ErrAuth), errors.Is(genErr, grok.ErrQuotaExhausted):
				// 失效 / 额度没了 → 当 401 判死(不续期),换号。
				s.markTokenFailure(ctx, "grok", token, "image", true, false)
				return false, true
			case errors.Is(genErr, grok.ErrTemporaryUpstream):
				return false, true
			default:
				return false, false
			}
		}()
		if done {
			return data, artURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// generateRunwayImage runs the Runway gemini image pipeline (Nano Banana Pro or
// Nano Banana 2, selected by the model id) across the runway pool. Unlike the
// video path it does NOT pre-deduct credits: it simply round-robins the pool and
// generates. Per ops decision an out-of-credits account is treated like a dead
// 401 — marked dead (status=disabled) and skipped — because Runway credits don't
// refill daily, so a "quota" mark (which the maintenance loop would revive) is
// wrong. Reference images (up to the model's max) are uploaded per attempt.
// noStore url-only mode (API-key requests without DeAI): skip the artifact
// download and return the upstream image URL directly, no bytes.
func (s *V1Service) generateRunwayImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	// API-key (noStore) requests don't support DeAI (only the web drawing board
	// does), so url-only mode == noStore — skip the download, return the URL.
	urlOnly := noStore
	if s.runway == nil {
		return nil, "", errors.New("runway client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.runway.SetProxy(proxy)
		}
	}

	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
	if err != nil {
		return nil, "", err
	}

	items, err := s.tokens.ListByPool(ctx, "runway")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		// No pre-deduct: skip only accounts we KNOW are out of credits
		// (cached remaining <= 0); they're treated as dead. Unknown balance gets
		// the benefit of the doubt — upstream rejects if it's truly empty.
		if rem, ok := jsonMapInt(item.Meta, "cached_quota_remaining"); ok && rem <= 0 {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("runway", active)

	imageSize := strings.TrimSpace(resolution)
	if imageSize == "" {
		imageSize = "1K"
	}
	var lastErr error
	busy := 0
	for _, token := range active {
		// Per-account concurrency gate (defaults to 1 for built-in pools).
		if !s.acctAcquire(ctx, token.ID, eventID, accountConcurrency(token)) {
			busy++
			continue
		}
		var data []byte
		var artURL string
		done, failover := func() (bool, bool) {
			defer s.acctRelease(ctx, token.ID, eventID)
			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
			_ = s.tokens.TouchLastUsed(ctx, token.ID)
			teamID := ""
			if token.Meta != nil {
				teamID = strings.TrimSpace(stringValue(token.Meta["team_id"]))
			}
			// downloadResult=false in url-only mode → skip the artifact download and
			// just return meta["image_url"].
			d, meta, genErr := s.runway.GenerateImage(ctx, token.Value, teamID, modelItem.ID, in.Prompt, aspectRatio, imageSize, refs, !urlOnly)
			if genErr == nil {
				_, _ = s.tokens.Update(ctx, "runway", token.ID, map[string]any{
					"last_used_at":  time.Now(),
					"success_total": gorm.Expr("success_total + 1"),
					"fails":         0,
				})
				data = d
				artURL = strings.TrimSpace(stringValue(meta["image_url"]))
				return true, false
			}
			lastErr = genErr
			switch {
			case errors.Is(genErr, runway.ErrAuth), errors.Is(genErr, runway.ErrQuotaExhausted):
				// 额度没了 / token 失效 → 当 401 判死(status=disabled, dead),换号。
				s.markTokenFailure(ctx, "runway", token, "image", true, false)
				return false, true
			case errors.Is(genErr, runway.ErrTemporaryUpstream):
				// 上游临时错误 → 直接换下一个号。
				return false, true
			default:
				// 参数级错误(如 prompt 未过审)→ 直接失败,不换号。
				return false, false
			}
		}()
		if done {
			return data, artURL, nil
		}
		if failover {
			continue
		}
		return nil, "", lastErr
	}
	if lastErr == nil {
		if busy > 0 {
			return nil, "", ErrConcurrencyFull
		}
		lastErr = ErrProviderExecution
	}
	return nil, "", lastErr
}

// reconcileChatGPTQuota re-reads OpenAI's image_gen remaining right after a
// successful generation and writes it back (negative / unknown clamp to 0),
// flipping the account to 限额 when it hits 0 — so accounts limit one-by-one as
// they're used, not all at once on a later batch probe. Runs while the
// per-account concurrency gate is still held. Best-effort (never fails the render).
func (s *V1Service) reconcileChatGPTQuota(ctx context.Context, tokenID, accessToken string) {
	if s.chatgpt == nil {
		return
	}
	data, err := s.chatgpt.FetchImageQuota(ctx, accessToken)
	if err != nil || boolValueWithDefault(data["auth_failed"], false) {
		return
	}
	rem, exhausted := chatgptRemaining(data)
	item, err := s.tokens.Get(ctx, "chatgpt", tokenID)
	if err != nil {
		return
	}
	meta := cloneJSONMap(item.Meta)
	meta["cached_quota_remaining"] = rem
	meta["cached_quota_at"] = int(time.Now().Unix())
	patch := map[string]any{"meta": meta}
	if reset := strings.TrimSpace(stringValue(data["reset_after"])); reset != "" {
		patch["cached_quota_reset_after"] = reset
	} else if strings.TrimSpace(item.CachedQuotaResetAfter) == "" {
		patch["cached_quota_reset_after"] = leonardoResetAfter("")
	}
	if exhausted && item.Status == "active" {
		patch["status"] = "quota"
	}
	_, _ = s.tokens.Update(ctx, "chatgpt", tokenID, patch)
}

// chatgpt image URLs are auth-gated (files.oaiusercontent.com — a plain GET
// 403s), so url-only mode returns the URL for the caller to proxy via
// OpenImageContent using the generating account's token.
func (s *V1Service) generateChatGPTImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.chatgpt == nil {
		return nil, "", errors.New("chatgpt client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.chatgpt.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "chatgpt")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status == "active" && !item.Dead && strings.TrimSpace(item.Value) != "" {
			active = append(active, item)
		}
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("chatgpt", active)

	refLimit := modelItem.MaxReferenceImages
	if refLimit <= 0 {
		refLimit = 1
	}
	refs, err := decodeReferenceImages(in.ReferenceImages, refLimit)
	if err != nil {
		return nil, "", err
	}

	// Round-robin order; on a transient upstream error (e.g. "image generation
	// did not start (no async marker)") FAIL OVER to the next account
	// (tempFailover=true, capped at maxTempDeadAccounts) — never mark the
	// account dead. Auth/quota fail over immediately (see runPoolWithFailover).
	var imageURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "chatgpt", active, "image", func(token model.TokenAccount) ([]byte, error) {
		d, meta, genErr := s.chatgpt.GenerateImage(ctx, token.Value, in.Prompt, modelItem.ID, aspectRatio, resolution, refs, !urlOnly)
		if genErr == nil {
			imageURL = strings.TrimSpace(stringValue(meta["image_url"]))
			// Sync the real OpenAI quota BEFORE the concurrency gate releases, so the
			// freshly-decremented remaining (and 限额 flip at 0) gates the next pick.
			s.reconcileChatGPTQuota(ctx, token.ID, token.Value)
		}
		return d, genErr
	}, func(e error) (bool, bool, bool, bool) {
		return errors.Is(e, chatgpt.ErrAuth), errors.Is(e, chatgpt.ErrQuotaExhausted), errors.Is(e, chatgpt.ErrTemporaryUpstream), false
	}, nil, true) // chatgpt token IS the credential — no cookie to refresh; switch accounts on transient errors
	return data, imageURL, err
}

// leonardoResetAfter returns when a Leonardo account's daily free tokens renew.
// Leonardo resets at 08:00 Beijing == 00:00 UTC, so when the upstream gives no
// explicit renewal time we deterministically use the next UTC midnight — this is
// filled at import so 恢复时间 is always populated, not left blank.
func leonardoResetAfter(availableUntil string) string {
	if v := strings.TrimSpace(availableUntil); v != "" {
		return v
	}
	return time.Unix((time.Now().Unix()/86400+1)*86400, 0).UTC().Format(time.RFC3339)
}

// leonardoDimensions maps the catalog's resolution+ratio to Leonardo pixel sizes.
func leonardoDimensions(resolution, aspectRatio string) (int, int) {
	res := strings.ToUpper(strings.TrimSpace(resolution))
	ar := strings.TrimSpace(aspectRatio)
	if res == "4K" {
		switch ar {
		case "2:3":
			return 2000, 3000
		case "16:9":
			return 4096, 2304
		case "4:3":
			return 4096, 3072
		case "4:5":
			return 3264, 4080
		case "9:16":
			return 2160, 3840
		case "2:1":
			return 4096, 2048
		default: // 1:1
			return 4096, 4096
		}
	}
	switch ar { // 2K (default)
	case "2:3":
		return 1664, 2496
	case "16:9":
		return 2560, 1440
	case "4:3":
		return 2304, 1728
	case "4:5":
		return 2432, 3040
	case "9:16":
		return 1440, 2560
	case "2:1":
		return 3232, 1616
	default: // 1:1
		return 2048, 2048
	}
}

func (s *V1Service) generateLeonardoImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.leonardo == nil {
		return nil, "", errors.New("leonardo client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.leonardo.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "leonardo")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		// Skip accounts under the per-generation floor (treated as 限额). Unknown
		// balance gets the benefit of the doubt (upstream rejects if truly empty).
		if rem, ok := jsonMapInt(item.Meta, "cached_quota_remaining"); ok && rem < leonardoMinCredits {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("leonardo", active)

	width, height := leonardoDimensions(resolution, aspectRatio)
	// The catalog model id is the upstream Leonardo model name (e.g. seedream-4.5).
	upstreamModel := strings.TrimSpace(modelItem.ID)

	// Optional image-to-image: decode the reference image once up front (Leonardo
	// seedream takes at most one).
	refLimit := modelItem.MaxReferenceImages
	if refLimit <= 0 {
		refLimit = 1
	}
	refs, err := decodeReferenceImages(in.ReferenceImages, refLimit)
	if err != nil {
		return nil, "", err
	}

	// token.Value is the cookie; GenerateImage mints a fresh JWT each attempt (and
	// re-mints it internally when the bearer is rejected), so an auth failure means
	// the cookie itself no longer authenticates — no refresher (nil).
	var imageURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "leonardo", active, "image", func(token model.TokenAccount) ([]byte, error) {
		// Atomically pre-deduct the per-generation cost so concurrent picks of the
		// same near-empty account can't over-commit it. A known-insufficient
		// balance surfaces as quota → the driver fails over to the next account.
		allowed, deducted, rerr := s.tokens.ReserveQuota(ctx, "leonardo", token.ID, leonardoMinCredits)
		if rerr != nil {
			return nil, fmt.Errorf("%w: reserve: %v", leonardo.ErrTemporaryUpstream, rerr)
		}
		if !allowed {
			return nil, leonardo.ErrQuotaExhausted
		}
		data, meta, genErr := s.leonardo.GenerateImage(ctx, token.Value, upstreamModel, in.Prompt, width, height, nil, refs, !urlOnly)
		cookie := s.leonardoPersistCookie(ctx, token.ID, token.Value)
		if genErr != nil {
			// Release the hold so a failed render doesn't burn credits.
			if deducted {
				_ = s.tokens.RefundQuota(ctx, "leonardo", token.ID, leonardoMinCredits)
			}
			return nil, genErr
		}
		imageURL = strings.TrimSpace(stringValue(meta["image_url"]))
		// Success → overwrite the held value with the REAL upstream balance and
		// sink to 限额 if below the floor (best-effort; never fails a done render).
		s.reconcileLeonardoCredits(ctx, token.ID, cookie)
		return data, nil
	}, func(e error) (bool, bool, bool, bool) {
		return errors.Is(e, leonardo.ErrAuth), errors.Is(e, leonardo.ErrQuotaExhausted), errors.Is(e, leonardo.ErrTemporaryUpstream), false
	}, nil, true)
	return data, imageURL, err
}

// leonardoPrivateSuffix 标记目录里 Leonardo 私有视频模型(public:false 生成)的
// 后缀,上游 slug 就是去掉它之后的 id。
const leonardoPrivateSuffix = "-不卡人脸"

// leonardoVideoSpec 描述一个 Leonardo 视频模型的上游 slug、输出尺寸和参考资产
// 限制(各类上限 + 时长约束),校验在扣费前跑,免得非法参考白扣积分。
type leonardoVideoSpec struct {
	upstream string
	// long/short 是长边/短边像素,按比例组合成 16:9 或 9:16。
	long  int
	short int
	maxImages int
	maxAudios int
	maxVideos int
	// 视频参考单个时长区间与总时长上限(秒),0 表示不限。
	videoMinSeconds   float64
	videoMaxSeconds   float64
	videoTotalSeconds float64
	// 音频参考总时长上限(秒),0 表示不限。
	audioTotalSeconds float64
}

var leonardoVideoSpecs = map[string]leonardoVideoSpec{
	"seedance-2.0" + leonardoPrivateSuffix: {
		upstream: "seedance-2.0", long: 1280, short: 720,
		maxImages: 4, maxAudios: 1, maxVideos: 3,
		videoMinSeconds: 3, videoMaxSeconds: 10, videoTotalSeconds: 15,
	},
	"seedance-2.0-fast" + leonardoPrivateSuffix: {
		upstream: "seedance-2.0-fast", long: 1280, short: 720,
		maxImages: 4, maxAudios: 1, maxVideos: 3,
		videoMinSeconds: 3, videoMaxSeconds: 10, videoTotalSeconds: 15,
	},
	"minimax-h3": {
		upstream: "hailuo-03", long: 2560, short: 1440,
		maxImages: 5, maxAudios: 3, maxVideos: 0,
		audioTotalSeconds: 15,
	},
}

func leonardoVideoSpecOf(modelID string) leonardoVideoSpec {
	id := strings.TrimSpace(modelID)
	if spec, ok := leonardoVideoSpecs[id]; ok {
		return spec
	}
	// 目录里新增的同族模型退化成 seedance 规格,上游 slug 取去掉私有后缀的 id。
	return leonardoVideoSpec{
		upstream: strings.TrimSuffix(id, leonardoPrivateSuffix), long: 1280, short: 720,
		maxImages: 4, maxAudios: 1, maxVideos: 3,
		videoMinSeconds: 3, videoMaxSeconds: 10, videoTotalSeconds: 15,
	}
}

// dimensions 按比例返回像素尺寸,只支持 16:9 / 9:16。
func (spec leonardoVideoSpec) dimensions(aspectRatio string) (int, int) {
	if strings.TrimSpace(aspectRatio) == "9:16" {
		return spec.short, spec.long
	}
	return spec.long, spec.short
}

// classifyLeonardoVideoRefs decodes the mixed reference payload (画图台把图片/
// 音频/视频一起塞进 reference_images)并按类型分流,同时按模型规格校验各类上限和
// 时长。
func classifyLeonardoVideoRefs(inputs []string, spec leonardoVideoSpec) (leonardo.VideoAssets, error) {
	var refs leonardo.VideoAssets
	decoded, err := decodeReferenceImages(inputs, spec.maxImages+spec.maxAudios+spec.maxVideos)
	if err != nil {
		return refs, err
	}
	var videoTotal, audioTotal float64
	for _, ref := range decoded {
		switch detectMediaType(ref) {
		case "video":
			if spec.maxVideos == 0 {
				return refs, errors.New("该模型不支持视频参考")
			}
			secs := leonardo.MediaDurationSeconds(ref)
			if secs <= 0 {
				return refs, errors.New("无法解析视频参考的时长,请换一个 mp4")
			}
			if secs < spec.videoMinSeconds || secs > spec.videoMaxSeconds {
				return refs, fmt.Errorf("单个视频参考需 %.0f-%.0f 秒,当前 %.1f 秒",
					spec.videoMinSeconds, spec.videoMaxSeconds, secs)
			}
			videoTotal += secs
			if spec.videoTotalSeconds > 0 && videoTotal >= spec.videoTotalSeconds {
				return refs, fmt.Errorf("视频参考总时长 %.1f 秒,需短于 %.0f 秒",
					videoTotal, spec.videoTotalSeconds)
			}
			refs.Videos = append(refs.Videos, ref)
		case "audio":
			if spec.maxAudios == 0 {
				return refs, errors.New("该模型不支持音频参考")
			}
			secs := leonardo.MediaDurationSeconds(ref)
			if spec.audioTotalSeconds > 0 {
				if secs <= 0 {
					return refs, errors.New("无法解析音频参考的时长,请换一个 mp3")
				}
				audioTotal += secs
				if audioTotal > spec.audioTotalSeconds {
					return refs, fmt.Errorf("音频参考总时长 %.1f 秒,最多 %.0f 秒",
						audioTotal, spec.audioTotalSeconds)
				}
			}
			refs.Audios = append(refs.Audios, ref)
		default:
			refs.Images = append(refs.Images, ref)
		}
	}
	switch {
	case len(refs.Images) > spec.maxImages:
		return refs, fmt.Errorf("最多 %d 张参考图", spec.maxImages)
	case len(refs.Audios) > spec.maxAudios:
		return refs, fmt.Errorf("最多 %d 段音频参考", spec.maxAudios)
	case len(refs.Videos) > spec.maxVideos:
		return refs, fmt.Errorf("最多 %d 段视频参考", spec.maxVideos)
	}
	return refs, nil
}

// generateLeonardoVideo renders a Leonardo video across the leonardo pool. Mirrors
// generateLeonardoImage (cookie → JWT, quota reserve, cookie 轮换持久化), only the
// upstream call differs: 私有生成 + 三类参考资产 + motionMP4URL。
func (s *V1Service) generateLeonardoVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio string, durationSeconds int, downloadResult bool) ([]byte, string, error) {
	if s.leonardo == nil {
		return nil, "", errors.New("leonardo client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.leonardo.SetProxy(proxy)
		}
	}
	spec := leonardoVideoSpecOf(modelItem.ID)
	refs, err := classifyLeonardoVideoRefs(in.ReferenceImages, spec)
	if err != nil {
		return nil, "", err
	}

	items, err := s.tokens.ListByPool(ctx, "leonardo")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
			continue
		}
		if rem, ok := jsonMapInt(item.Meta, "cached_quota_remaining"); ok && rem < leonardoMinCredits {
			continue
		}
		active = append(active, item)
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("leonardo", active)

	width, height := spec.dimensions(aspectRatio)

	var videoURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "leonardo", active, "video", func(token model.TokenAccount) ([]byte, error) {
		allowed, deducted, rerr := s.tokens.ReserveQuota(ctx, "leonardo", token.ID, leonardoMinCredits)
		if rerr != nil {
			return nil, fmt.Errorf("%w: reserve: %v", leonardo.ErrTemporaryUpstream, rerr)
		}
		if !allowed {
			return nil, leonardo.ErrQuotaExhausted
		}
		data, meta, genErr := s.leonardo.GenerateVideo(ctx, token.Value, spec.upstream, in.Prompt, width, height, durationSeconds, refs, downloadResult)
		cookie := s.leonardoPersistCookie(ctx, token.ID, token.Value)
		if genErr != nil {
			if deducted {
				_ = s.tokens.RefundQuota(ctx, "leonardo", token.ID, leonardoMinCredits)
			}
			return nil, genErr
		}
		videoURL = strings.TrimSpace(stringValue(meta["video_url"]))
		s.reconcileLeonardoCredits(ctx, token.ID, cookie)
		return data, nil
	}, func(e error) (bool, bool, bool, bool) {
		return errors.Is(e, leonardo.ErrAuth), errors.Is(e, leonardo.ErrQuotaExhausted), errors.Is(e, leonardo.ErrTemporaryUpstream), false
	}, nil, true)
	return data, videoURL, err
}

// leonardoPersistCookie writes back the account cookie when Leonardo rotated its
// better-auth session_data cache (that cache is what actually authenticates
// get-session, so a stale copy would eventually look like a dead account).
// Returns the value now stored.
func (s *V1Service) leonardoPersistCookie(ctx context.Context, tokenID, cookie string) string {
	if s.leonardo == nil {
		return cookie
	}
	fresh, ok := s.leonardo.RotatedCookie(cookie)
	if !ok || strings.TrimSpace(fresh) == "" {
		return cookie
	}
	_, _ = s.tokens.SwapValue(ctx, "leonardo", tokenID, cookie, fresh)
	return fresh
}

// reconcileLeonardoCredits re-fetches an account's real token balance after a
// render and writes it back, flipping the account to 限额 when below the per-gen
// floor. Stores the daily renewal time so RecoverQuota can auto-recover it.
func (s *V1Service) reconcileLeonardoCredits(ctx context.Context, tokenID, cookie string) {
	if s.leonardo == nil {
		return
	}
	data, err := s.leonardo.FetchCreditsBalance(ctx, cookie)
	s.leonardoPersistCookie(ctx, tokenID, cookie)
	if err != nil {
		return
	}
	rem, ok := data["remaining"].(int)
	if !ok {
		return
	}
	item, err := s.tokens.Get(ctx, "leonardo", tokenID)
	if err != nil {
		return
	}
	meta := cloneJSONMap(item.Meta)
	meta["cached_quota_remaining"] = rem
	meta["cached_quota_at"] = int(time.Now().Unix())
	patch := map[string]any{"meta": meta}
	patch["cached_quota_reset_after"] = leonardoResetAfter(stringValue(data["available_until"]))
	if rem < leonardoMinCredits && item.Status == "active" {
		patch["status"] = "quota"
	}
	_, _ = s.tokens.Update(ctx, "leonardo", tokenID, patch)
}

// kreaRefreshAndPersist ensures the account's Krea cookie has a valid access token
// (refreshing via the rotating refresh_token when expired) and persists the new
// cookie — the refresh_token is single-use, so the rotated value MUST be saved.
func kreaRefreshAndPersist(ctx context.Context, client *krea.Client, tokens *repo.TokenRepository, tokenID, cookie string) (string, error) {
	if client == nil {
		return cookie, nil
	}
	fresh, changed, err := client.RefreshIfNeeded(ctx, cookie)
	if err != nil {
		return "", err
	}
	if changed && tokenID != "" {
		_, _ = tokens.Update(ctx, "krea", tokenID, map[string]any{"value": fresh})
	}
	return fresh, nil
}

// kreaDimensions maps the catalog's resolution+ratio to Krea pixel sizes.
func kreaDimensions(resolution, aspectRatio string) (int, int) {
	res := strings.ToUpper(strings.TrimSpace(resolution))
	ar := strings.TrimSpace(aspectRatio)
	if res == "2K" {
		switch ar {
		case "4:3":
			return 2048, 1536
		case "3:4":
			return 1536, 2048
		case "16:9":
			return 2048, 1152
		case "9:16":
			return 1152, 2048
		default: // 1:1
			return 2048, 2048
		}
	}
	switch ar { // 1K (default)
	case "4:3":
		return 1024, 768
	case "3:4":
		return 768, 1024
	case "16:9":
		return 1024, 576
	case "9:16":
		return 576, 1024
	default: // 1:1
		return 1024, 1024
	}
}

func (s *V1Service) generateKreaImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.krea == nil {
		return nil, "", errors.New("krea client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.krea.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "krea")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		// No numeric floor — Krea signals 限额 with a 402 at generation time, which
		// the failover driver turns into mark-quota + next account.
		if item.Status == "active" && !item.Dead && strings.TrimSpace(item.Value) != "" {
			active = append(active, item)
		}
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("krea", active)

	width, height := kreaDimensions(resolution, aspectRatio)
	refLimit := modelItem.MaxReferenceImages
	if refLimit <= 0 {
		refLimit = 1
	}
	refs, err := decodeReferenceImages(in.ReferenceImages, refLimit)
	if err != nil {
		return nil, "", err
	}

	var imageURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "krea", active, "image", func(token model.TokenAccount) ([]byte, error) {
		// Refresh the (rotating) Supabase token if expired and persist the new
		// cookie, then generate with the fresh cookie.
		cookie, rerr := kreaRefreshAndPersist(ctx, s.krea, s.tokens, token.ID, token.Value)
		if rerr != nil {
			return nil, rerr
		}
		data, meta, genErr := s.krea.GenerateImage(ctx, cookie, in.Prompt, width, height, refs, !urlOnly)
		if genErr == nil {
			imageURL = strings.TrimSpace(stringValue(meta["image_url"]))
		}
		return data, genErr
	}, func(e error) (bool, bool, bool, bool) {
		return errors.Is(e, krea.ErrAuth), errors.Is(e, krea.ErrQuotaExhausted), errors.Is(e, krea.ErrTemporaryUpstream), false
	}, nil, true)
	return data, imageURL, err
}

// imagineRefreshAndPersist ensures the account's Imagine credential has a valid
// access token (refreshing via the rotating refreshToken when expired) and
// persists the new credential — both tokens rotate, so the value MUST be saved.
func imagineRefreshAndPersist(ctx context.Context, client *imagine.Client, tokens *repo.TokenRepository, tokenID, cred string) (string, error) {
	if client == nil {
		return cred, nil
	}
	fresh, changed, err := client.RefreshIfNeeded(ctx, cred)
	if err != nil {
		return "", err
	}
	if changed && tokenID != "" {
		_, _ = tokens.Update(ctx, "imagine", tokenID, map[string]any{"value": fresh})
	}
	return fresh, nil
}

// imagineStyle maps the catalog model id to its upstream style_id + resolution.
func imagineStyle(modelID string) (int, string) {
	if strings.TrimSpace(modelID) == "imagine-1.5pro" {
		return 41004, "4K"
	}
	return 41001, "2K"
}

func (s *V1Service) generateImagineImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
	urlOnly := noStore
	if s.imagine == nil {
		return nil, "", errors.New("imagine client not configured")
	}
	if s.settings != nil {
		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
			s.imagine.SetProxy(proxy)
		}
	}

	items, err := s.tokens.ListByPool(ctx, "imagine")
	if err != nil {
		return nil, "", err
	}
	var active []model.TokenAccount
	for _, item := range items {
		// No numeric floor — Imagine signals 限额 with a 402 at generation time,
		// which the failover driver turns into mark-quota + next account.
		if item.Status == "active" && !item.Dead && strings.TrimSpace(item.Value) != "" {
			active = append(active, item)
		}
	}
	active = pinTestAccount(items, active, in.AccountID)
	if len(active) == 0 {
		return nil, "", ErrNoProviderAccount
	}
	s.rotateRoundRobin("imagine", active)

	// Each model supports exactly one resolution (2K / 4K) — force it per model.
	styleID, res := imagineStyle(modelItem.ID)

	var imageURL string
	data, err := s.runPoolWithFailover(ctx, eventID, "imagine", active, "image", func(token model.TokenAccount) ([]byte, error) {
		// Refresh the (rotating) access token if expired and persist the new
		// credential, then generate with the fresh token.
		cred, rerr := imagineRefreshAndPersist(ctx, s.imagine, s.tokens, token.ID, token.Value)
		if rerr != nil {
			return nil, rerr
		}
		data, meta, genErr := s.imagine.GenerateImage(ctx, cred, styleID, res, aspectRatio, in.Prompt, !urlOnly)
		if genErr != nil {
			return nil, genErr
		}
		imageURL = strings.TrimSpace(stringValue(meta["image_url"]))
		return data, nil
	}, func(e error) (bool, bool, bool, bool) {
		return errors.Is(e, imagine.ErrAuth), errors.Is(e, imagine.ErrQuotaExhausted), errors.Is(e, imagine.ErrTemporaryUpstream), false
	}, nil, true)
	return data, imageURL, err
}

func (s *V1Service) refundIfNeeded(ctx context.Context, principal *APIPrincipal, eventID string, price float64) error {
	if principal == nil || principal.User == nil || price <= 0 {
		return nil
	}
	// Exactly-once: claim the refund via the event's `refunded` flag. If another
	// path (e.g. the abandoned-purge sweep) already refunded, MarkRefunded
	// returns false and we skip — no double refund.
	claimed, err := s.events.MarkRefunded(ctx, eventID)
	if err != nil {
		return err
	}
	if !claimed {
		return nil
	}
	updated, err := s.users.RefundCredits(ctx, principal.User.ID, price)
	if err == nil {
		principal.User = updated
	}
	return err
}

func (s *V1Service) maybeGrantInviteReward(ctx context.Context, principal *APIPrincipal) error {
	if principal == nil || principal.User == nil || s.settings == nil {
		return nil
	}
	enabledRaw, err := s.settings.GetValue(ctx, "credits.invite_enabled")
	if err != nil {
		return err
	}
	if !parseBoolSetting(enabledRaw, true) {
		return nil
	}
	rewardRaw, err := s.settings.GetValue(ctx, "credits.invite_reward")
	if err != nil {
		return err
	}
	_, err = s.users.GrantInviteReward(ctx, principal.User.ID, parseIntSetting(rewardRaw, 3))
	return err
}

// ensureReferenceSizes rejects any reference image over the byte cap BEFORE
// charging, so an oversized image fails fast (no charge, no pending-log churn)
// across every entry path — session /generate, API-key /v1, and admin /test.
// decodeReferenceImages re-checks at decode time as a backstop; this mirrors its
// base64 length pre-check (decoded ≈ len(b64)*3/4).
func ensureReferenceSizes(inputs []string) error {
	for _, raw := range inputs {
		v := strings.TrimSpace(raw)
		if v == "" {
			continue
		}
		if (len(v)*3)/4 > maxReferenceImageBytes {
			return ErrReferenceTooLarge
		}
	}
	return nil
}

func decodeReferenceImages(inputs []string, limit int) ([][]byte, error) {
	if limit <= 0 {
		limit = 1
	}
	if len(inputs) > limit {
		return nil, errors.New("too many reference images")
	}
	out := make([][]byte, 0, len(inputs))
	for _, raw := range inputs {
		v := strings.TrimSpace(raw)
		if v == "" {
			continue
		}
		// Only raw base64 is accepted (no "data:...;base64," URL prefix). A data
		// URL now fails to decode rather than being silently stripped.
		// decoded size ≈ len(b64) * 3 / 4 — reject oversized payloads up front,
		// before allocating the decoded buffer.
		if (len(v)*3)/4 > maxReferenceImageBytes {
			return nil, ErrReferenceTooLarge
		}
		data, err := base64.StdEncoding.DecodeString(v)
		if err != nil {
			data, err = base64.RawStdEncoding.DecodeString(v)
			if err != nil {
				return nil, errors.New("invalid reference image encoding")
			}
		}
		if len(data) == 0 {
			return nil, errors.New("empty reference image")
		}
		if len(data) > maxReferenceImageBytes {
			return nil, ErrReferenceTooLarge
		}
		out = append(out, data)
	}
	return out, nil
}

// detectMediaType inspects the first bytes of a decoded reference to classify it
// as "video", "audio", or "image". Used to route refs to the correct upload MIME
// and the correct referenceBlobs usage for seedance.
func detectMediaType(data []byte) string {
	n := len(data)
	if n < 8 {
		return "image"
	}
	// MP4 / ISOBMFF
	if n >= 12 && string(data[4:8]) == "ftyp" {
		return "video"
	}
	// WebM
	if n >= 4 && data[0] == 0x1A && data[1] == 0x45 && data[2] == 0xDF && data[3] == 0xA3 {
		return "video"
	}
	// MP3: ID3 header or sync word 0xFFFx
	if n >= 3 && data[0] == 0x49 && data[1] == 0x44 && data[2] == 0x33 {
		return "audio"
	}
	if n >= 2 && data[0] == 0xFF && (data[1]&0xE0) == 0xE0 {
		return "audio"
	}
	// WAV
	if n >= 4 && data[0] == 0x52 && data[1] == 0x49 && data[2] == 0x46 && data[3] == 0x46 {
		return "audio"
	}
	// OGG
	if n >= 4 && data[0] == 0x4F && data[1] == 0x67 && data[2] == 0x67 && data[3] == 0x53 {
		return "audio"
	}
	return "image"
}

func parseImageSize(size, aspectRatio, resolution string) (string, string) {
	ar := strings.TrimSpace(strings.ReplaceAll(aspectRatio, "x", ":"))
	rs := strings.TrimSpace(resolution)
	if size != "" && strings.Contains(strings.ToLower(size), "x") {
		var w, h int
		_, _ = fmt.Sscanf(strings.ToLower(size), "%dx%d", &w, &h)
		if w > 0 && h > 0 {
			if ar == "" {
				ar = guessRatio(w, h)
			}
			if rs == "" {
				maxEdge := w
				if h > maxEdge {
					maxEdge = h
				}
				switch {
				case maxEdge >= 3500:
					rs = "4K"
				case maxEdge >= 1800:
					rs = "2K"
				default:
					rs = "1K"
				}
			}
		}
	}
	if ar == "" {
		ar = "1:1"
	}
	if rs == "" {
		rs = "2K"
	}
	return ar, rs
}

// snapRatio returns the entry in supported closest in value to ar ("W:H").
// ar is returned as-is when it's already supported, unparsable, or the model
// has no ratio list.
func snapRatio(ar string, supported []string) string {
	parse := func(s string) (float64, bool) {
		var w, h int
		if _, err := fmt.Sscanf(strings.TrimSpace(s), "%d:%d", &w, &h); err != nil || w <= 0 || h <= 0 {
			return 0, false
		}
		return float64(w) / float64(h), true
	}
	v, ok := parse(ar)
	if !ok || len(supported) == 0 {
		return ar
	}
	best, bestDelta := "", 0.0
	for _, s := range supported {
		if strings.TrimSpace(strings.ReplaceAll(s, "x", ":")) == ar {
			return ar
		}
		sv, sok := parse(strings.ReplaceAll(s, "x", ":"))
		if !sok {
			continue
		}
		if d := absFloat(v - sv); best == "" || d < bestDelta {
			best, bestDelta = strings.TrimSpace(strings.ReplaceAll(s, "x", ":")), d
		}
	}
	if best == "" {
		return ar
	}
	return best
}

func guessRatio(w, h int) string {
	type candidate struct {
		W int
		H int
	}
	// The 17 ratios actually used across our models. Must stay in sync with the
	// custom-model picker (CustomModelModal RATIO_OPTS) and the docs 对照表, so a
	// /v1 `size` maps to exactly one of them. 9:21 is intentionally absent —
	// no image provider accepts it (Runway 400s on it). snapRatio then clamps
	// the guess to the target model's own supported list.
	candidates := []candidate{
		{1, 1},
		{5, 4}, {4, 3}, {3, 2}, {16, 9}, {2, 1}, {21, 9}, {3, 1}, {4, 1}, {8, 1}, // 横
		{4, 5}, {3, 4}, {2, 3}, {9, 16}, {1, 3}, {1, 4}, {1, 8}, // 竖
	}
	best := candidates[0]
	bestDelta := absFloat(float64(w)/float64(h) - float64(best.W)/float64(best.H))
	for _, item := range candidates[1:] {
		delta := absFloat(float64(w)/float64(h) - float64(item.W)/float64(item.H))
		if delta < bestDelta {
			best = item
			bestDelta = delta
		}
	}
	return fmt.Sprintf("%d:%d", best.W, best.H)
}

// firstPricedResolution returns the model's lowest priced image tier (1K/2K/4K
// order), or "" if none is priced. Used to rescue a request whose resolution
// the model doesn't support.
// deaiEnabled reports whether the 去AI特征 feature is switched on in system
// settings (default off). When off, an incoming deai flag is ignored entirely.
func (s *V1Service) deaiEnabled(ctx context.Context) bool {
	if s.settings == nil {
		return false
	}
	raw, err := s.settings.GetValue(ctx, "deai.enabled")
	if err != nil {
		return false
	}
	return parseBoolSetting(raw, false)
}

// deaiSurcharge returns the 去AI特征 surcharge (积分) for an image resolution
// tier, from site settings (defaults: 1K=1, 2K=2, 4K=3).
func (s *V1Service) deaiSurcharge(ctx context.Context, resolution string) float64 {
	key, def := "deai.price_1k", 1
	switch strings.ToUpper(strings.TrimSpace(resolution)) {
	case "2K":
		key, def = "deai.price_2k", 2
	case "4K":
		key, def = "deai.price_4k", 3
	}
	if s.settings == nil {
		return float64(def)
	}
	raw, err := s.settings.GetValue(ctx, key)
	if err != nil {
		return float64(def)
	}
	n := parseIntSetting(raw, def)
	if n < 0 {
		n = 0
	}
	return float64(n)
}

func firstPricedResolution(item *model.ModelConfig) string {
	if item == nil {
		return ""
	}
	for _, r := range []string{"1K", "2K", "4K"} {
		if _, ok := jsonMapFloat(item.Prices, r); ok {
			return r
		}
	}
	return ""
}

// resolutionForQuality maps OpenAI's `quality` to one of the model's priced
// resolution tiers: low→1K, medium→2K, high→4K, auto/blank→the model's lowest
// priced tier. The desired tier is clamped to the nearest tier the model
// actually prices (e.g. seedream is 2K/4K only: low→2K, high→4K).
func resolutionForQuality(item *model.ModelConfig, quality string) string {
	order := []string{"1K", "2K", "4K"}
	var priced []string
	for _, r := range order {
		if _, ok := jsonMapFloat(item.Prices, r); ok {
			priced = append(priced, r)
		}
	}
	if len(priced) == 0 {
		return firstPricedResolution(item)
	}
	rank := map[string]int{"low": 0, "medium": 1, "high": 2}
	want, ok := rank[strings.ToLower(strings.TrimSpace(quality))]
	if !ok {
		return priced[0] // auto / unknown → model default (lowest priced)
	}
	idxOf := func(r string) int {
		for i, v := range order {
			if v == r {
				return i
			}
		}
		return 0
	}
	best, bestDist := priced[0], 99
	for _, r := range priced {
		d := idxOf(r) - want
		if d < 0 {
			d = -d
		}
		if d < bestDist {
			best, bestDist = r, d
		}
	}
	return best
}

// modelPrice returns the charge for (kind, resolution, duration). The set of
// supported tiers is always driven by the NORMAL prices; `agent` only overrides
// the amount with the agent price when one is set for that tier (else it falls
// back to the normal price).
func modelPrice(item *model.ModelConfig, kind, resolution, duration string, agent bool) (float64, bool) {
	if item == nil {
		return 0, false
	}
	// tierPrice: normal price gates support; agent price (if present) overrides.
	tierPrice := func(normal, agentMap map[string]any, key string) (float64, bool) {
		nv, ok := jsonMapFloat(normal, key)
		if !ok {
			return 0, false
		}
		if agent {
			if av, aok := jsonMapFloat(agentMap, key); aok {
				return av, true
			}
		}
		return nv, true
	}
	if kind == "video" {
		rv, rok := tierPrice(item.Prices, item.PricesAgent, resolution)
		var dv float64
		var dok bool
		if pps, hasPerSec := jsonMapFloat(item.DurationPrices, "per_second"); hasPerSec {
			secs := parseDurationSeconds(duration)
			dv = pps * float64(secs)
			dok = true
			if agent {
				if av, aok := jsonMapFloat(item.DurationPricesAgent, "per_second"); aok {
					dv = av * float64(secs)
				}
			}
		} else {
			dv, dok = tierPrice(item.DurationPrices, item.DurationPricesAgent, duration)
		}
		if !rok || !dok {
			return 0, false
		}
		return rv + dv, true
	}
	return tierPrice(item.Prices, item.PricesAgent, resolution)
}

func jsonMapFloat(m map[string]any, key string) (float64, bool) {
	if m == nil {
		return 0, false
	}
	v, ok := m[key]
	if !ok || v == nil {
		return 0, false
	}
	switch x := v.(type) {
	case float64:
		return x, true
	case float32:
		return float64(x), true
	case int:
		return float64(x), true
	case int64:
		return float64(x), true
	case json.Number:
		// datatypes.JSONMap.Scan decodes with UseNumber(), so values loaded from
		// the DB arrive as json.Number — NOT float64. Without this case every
		// price read back from Postgres looked "unpriced".
		if f, err := x.Float64(); err == nil {
			return f, true
		}
	case string:
		var out float64
		if _, err := fmt.Sscanf(strings.TrimSpace(x), "%f", &out); err == nil {
			return out, true
		}
	}
	return 0, false
}

func sanitizeOwnerName(v string) string {
	v = strings.TrimSpace(v)
	if v == "" {
		return ""
	}
	var b strings.Builder
	for _, r := range v {
		switch {
		case r >= 'a' && r <= 'z':
			b.WriteRune(r)
		case r >= 'A' && r <= 'Z':
			b.WriteRune(r)
		case r >= '0' && r <= '9':
			b.WriteRune(r)
		}
	}
	return b.String()
}

func parseDurationSeconds(raw string) int {
	raw = strings.ToLower(strings.TrimSpace(raw))
	raw = strings.TrimSuffix(raw, "s")
	var n int
	if _, err := fmt.Sscanf(raw, "%d", &n); err != nil || n <= 0 {
		return 5
	}
	return n
}

func resolveAdobeVideoEngine(modelID string) (string, string) {
	switch strings.ToLower(strings.TrimSpace(modelID)) {
	case "gemini-veo3.1-fast", "gemini-veo31", "firefly-veo31":
		return "veo31-fast", ""
	case "gemini-veo3.1":
		return "veo31-standard", ""
	case "seedance-2.0-fast":
		return "seedance-2.0-fast", ""
	case "seedance-2.0":
		return "seedance-2.0", ""
	case "firefly-ray":
		return "luma", ""
	case "firefly-video":
		return "firefly-video", ""
	default:
		return "sora2", ""
	}
}

func absFloat(v float64) float64 {
	if v < 0 {
		return -v
	}
	return v
}

func max(a, b int) int {
	if a > b {
		return a
	}
	return b
}

func principalCredits(principal *APIPrincipal) float64 {
	if principal == nil || principal.User == nil {
		return 0
	}
	return principal.User.Credits
}

// markTokenFailure applies Python mark_bad semantics for a failed generation
// attempt against a pool token. It always bumps fail counters; the status side
// effects depend on the failure reason and the provider/pool.
//
//   - quota:  status="quota"; when no cached_quota_reset_after is present, set
//     quota_recover_at to next UTC midnight so the maintenance loop can revive it.
//   - auth on chatgpt: status="disabled" + dead=true (the access token IS the
//     credential; a 401 means it's dead).
//   - auth on adobe: NOT disabled/dead — the access token auto-refreshes from the
//     cookie, so rotate for this request and let the refresh loop mint a new one.
//   - other (non-auth/non-quota): NEITHER pool is auto-disabled — accounts stay
//     active/green and fails is tracked only for rotation ordering.
func (s *V1Service) markTokenFailure(ctx context.Context, pool string, token model.TokenAccount, kind string, isAuth, isQuota bool) {
	patch := map[string]any{
		"last_used_at": time.Now(),
		"fail_total":   gorm.Expr("fail_total + 1"),
		"fails":        gorm.Expr("fails + 1"),
	}
	switch {
	case isQuota:
		patch["status"] = "quota"
		if strings.TrimSpace(token.CachedQuotaResetAfter) == "" {
			recoverAt := time.Unix((time.Now().Unix()/86400+1)*86400, 0).UTC()
			patch["quota_recover_at"] = &recoverAt
		}
	case isAuth:
		// Adobe auth failures are NOT disabling: the access token refreshes from
		// the cookie. chatgpt/runway/leonardo auth means the stored credential is
		// dead — a raw JWT (chatgpt/runway) or a cookie whose session no longer
		// authenticates (leonardo) — there's nothing left to refresh from.
		// grok is intentionally excluded: a grok sso can momentarily 401 while
		// still valid (upstream blip / proxy / anti-bot), so an auth failure just
		// fails over for this request without permanently killing the account.
		disable := pool == "chatgpt" || pool == "runway" || pool == "leonardo" || pool == "krea" || pool == "imagine"
		if disable && pool == "leonardo" {
			// 两道保险：先重新 get-session 复核（单次失败常是 bearer 轮换竞态），复核
			// 也不过就只记一次连续失败，连续到上限才判死。
			if s.leonardoCookieAlive(ctx, token) {
				log.Printf("leonardo %s: auth failure on %s but cookie still authenticates — kept active", token.ID, kind)
				disable = false
			} else {
				meta, strikes, kill := leonardoAuthStrike(&token, "auth failure on "+kind)
				patch["meta"] = meta
				disable = kill
				if kill {
					log.Printf("account leonardo/%s disabled after %d consecutive auth failures: %s", token.ID, strikes, kind)
				} else {
					log.Printf("leonardo %s: auth failure %d/%d on %s — kept active", token.ID, strikes, leonardoAuthStrikeLimit, kind)
				}
			}
		}
		if disable {
			patch["status"] = "disabled"
			patch["dead"] = true
			if pool != "leonardo" {
				log.Printf("account %s/%s disabled: auth failure on %s", pool, token.ID, kind)
			}
		}
	default:
		// Neither pool is auto-disabled on generic (non-auth / non-quota) failures
		// — the account usually still works, so it stays active (green). fails is
		// only tracked for rotation ordering. (A chatgpt *auth* failure still marks
		// the token dead in the isAuth case above; that is a genuinely dead token.)
	}
	_, _ = s.tokens.Update(ctx, pool, token.ID, patch)
}

// leonardoCookieAlive re-checks a Leonardo cookie after an auth failure by
// force-minting a session (bypassing the cached bearer). Only a cookie that
// still fails to authenticate counts as dead; a temporary upstream answer
// (403/429 人机校验) also keeps the account alive.
func (s *V1Service) leonardoCookieAlive(ctx context.Context, token model.TokenAccount) bool {
	if s.leonardo == nil || strings.TrimSpace(token.Value) == "" {
		return false
	}
	probeCtx, cancel := context.WithTimeout(context.WithoutCancel(ctx), 30*time.Second)
	defer cancel()
	sess, err := s.leonardo.ProbeSession(probeCtx, token.Value)
	if err == nil && sess != nil && strings.TrimSpace(sess.AccessToken) != "" {
		s.leonardoPersistCookie(probeCtx, token.ID, token.Value)
		return true
	}
	return !errors.Is(err, leonardo.ErrAuth)
}

// markTokenDead disables an account and marks it dead on a fatal upstream error
// (a non-overload temporary Adobe failure that ops policy treats as account death).
func (s *V1Service) markTokenDead(ctx context.Context, pool string, token model.TokenAccount, kind string) {
	_, _ = s.tokens.Update(ctx, pool, token.ID, map[string]any{
		"last_used_at": time.Now(),
		"fail_total":   gorm.Expr("fail_total + 1"),
		"fails":        gorm.Expr("fails + 1"),
		"status":       "disabled",
		"dead":         true,
	})
}

// nextCursor returns the pool's current round-robin position and atomically
// advances it by one. Concurrent callers each get a distinct value, so parallel
// picks land on different accounts instead of racing onto the same one. The
// counter is in-memory (per process): it resets on restart, which only shifts
// the rotation's starting point — distribution stays even.
func (s *V1Service) nextCursor(pool string) uint64 {
	v, _ := s.tokenCursors.LoadOrStore(pool, new(uint64))
	return atomic.AddUint64(v.(*uint64), 1) - 1
}

// rotateRoundRobin orders the active accounts by a stable key (ID) and rotates
// the slice in place so iteration begins at the pool's current cursor position,
// then advances the cursor. This is strict round-robin: account selection
// cycles in fixed order regardless of fails or last_used. The fall-through
// retry chain is preserved — on failure the caller's loop simply continues to
// the next account in rotation order.
// pinTestAccount narrows account selection to the single account requested by
// an admin 账号生图测试. The pinned account is taken from the pool's full list
// (bypassing active/dead/limited filters) so a limited or disabled account can
// still be probed. Returns nil when the account isn't in this pool.
func pinTestAccount(items, active []model.TokenAccount, accountID string) []model.TokenAccount {
	id := strings.TrimSpace(accountID)
	if id == "" {
		return active
	}
	for _, item := range items {
		if item.ID == id && strings.TrimSpace(item.Value) != "" {
			return []model.TokenAccount{item}
		}
	}
	return nil
}

func (s *V1Service) rotateRoundRobin(pool string, items []model.TokenAccount) {
	if len(items) <= 1 {
		return
	}
	// Weight = priority: higher-weight accounts come first, so the scheduler tries
	// them before lower-weight ones (and only falls through when they're at their
	// concurrency cap). Within the SAME weight all accounts are equal, so they're
	// rotated by the pool cursor for even distribution.
	sort.SliceStable(items, func(i, j int) bool {
		if items[i].Weight != items[j].Weight {
			return items[i].Weight > items[j].Weight
		}
		return items[i].ID < items[j].ID
	})
	start := int(s.nextCursor(pool))
	for i := 0; i < len(items); {
		j := i + 1
		for j < len(items) && items[j].Weight == items[i].Weight {
			j++
		}
		if g := j - i; g > 1 {
			off := start % g
			if off != 0 {
				grp := items[i:j]
				rot := make([]model.TokenAccount, 0, g)
				rot = append(rot, grp[off:]...)
				rot = append(rot, grp[:off]...)
				copy(grp, rot)
			}
		}
		i = j
	}
}

// freeOnly1KModelID is the one free-allowed model 普号 may only serve at 1K
// (香蕉2 的 2K/4K 需要会员号) — see freeAccountsAllowed.
const freeOnly1KModelID = "nano-banana-2"

func isSeedanceModel(modelID string) bool {
	return modelID == "seedance-2.0-fast" || modelID == "seedance-2.0"
}

// freeAccountsAllowed reports whether 普号(free) may serve this request: the model
// must be marked free_allowed. 香蕉2 另外只允许 1K 档，它的 2K/4K 只走会员号。
func freeAccountsAllowed(modelItem *model.ModelConfig, resolution string) bool {
	if modelItem == nil || !modelItem.FreeAllowed {
		return false
	}
	if modelItem.ID == freeOnly1KModelID {
		return strings.EqualFold(strings.TrimSpace(resolution), "1K")
	}
	return true
}

func isFreeAccount(meta map[string]interface{}) bool {
	if meta == nil {
		return false
	}
	plan := strings.ToLower(strings.TrimSpace(stringValue(meta["plan"])))
	return plan == "free"
}

// planUnknown 报告账号的会员身份还没探测出来（meta.plan 缺失或为空）。这类号
// 既不能当普号也不能当会员号用：当会员号派出去会在需要会员的模型上撞 403
// user_not_entitled。
func planUnknown(meta map[string]interface{}) bool {
	if meta == nil {
		return true
	}
	return strings.TrimSpace(stringValue(meta["plan"])) == ""
}

// markPlanUnknownDead 把选号时遇到的 plan 未探测账号置为死号，等重新探测到
// plan 后再由额度刷新恢复。
func (s *V1Service) markPlanUnknownDead(ctx context.Context, pool, id string) {
	s.tokens.Update(ctx, pool, id, map[string]any{"status": "disabled", "dead": true})
}

// prioritizeSubAccounts 对非 Seedance 模型按 普号 → 子号 → 母号 的顺序排序：
// 先消耗普号，普号不可用再用低积分子号，最后才动 vip 母号。
func prioritizeSubAccounts(active []model.TokenAccount) []model.TokenAccount {
	var frees, subs, mothers []model.TokenAccount
	for _, a := range active {
		switch {
		case isFreeAccount(a.Meta):
			frees = append(frees, a)
		case isLowCredits(a.Meta):
			subs = append(subs, a)
		default:
			mothers = append(mothers, a)
		}
	}
	return append(append(frees, subs...), mothers...)
}

// isVipMotherAccount 正向识别 VIP 母号：plan 已知且非 free，且 is_sub_account
// 显式为 false。只看身份不看积分余额（低积分母号也可用）；plan 未探测或
// is_sub_account 缺失的账号返回 false，等刷新补齐后才可被 Seedance 调度。
func isVipMotherAccount(meta map[string]interface{}) bool {
	if meta == nil {
		return false
	}
	plan := strings.ToLower(strings.TrimSpace(stringValue(meta["plan"])))
	if plan == "" || plan == "free" {
		return false
	}
	v, ok := meta["is_sub_account"]
	if !ok {
		return false
	}
	switch val := v.(type) {
	case bool:
		return !val
	case float64:
		return val == 0
	}
	return false
}

func isLowCredits(meta map[string]interface{}) bool {
	if meta == nil {
		return false
	}
	if v, ok := meta["is_sub_account"]; ok {
		switch val := v.(type) {
		case bool:
			return val
		case float64:
			return val != 0
		}
	}
	// 兼容存量账号：is_sub_account 字段不存在时，用积分余额判断（>0 且 ≤4000 视为子号）
	if rem, ok := jsonMapInt(meta, "cached_quota_remaining"); ok {
		return rem > 0 && rem <= 4000
	}
	return false
}