package clients

import (
	"bytes"
	"context"
	"encoding/base64"
	"encoding/json"
	"fmt"
	"io"
	"math"
	"net/http"
	"sort"
	"strings"
	"time"

	"github.com/easyai/easyai-ai-gateway/apps/api/internal/store"
	"github.com/golang-jwt/jwt/v5"
)

type KelingClient struct {
	HTTPClient *http.Client
}

type kelingPreparedTask struct {
	Endpoint          string
	Payload           map[string]any
	RemoteTaskPayload map[string]any
	CleanupElementIDs []string
}

func (c KelingClient) Run(ctx context.Context, request Request) (Response, error) {
	if request.Kind != "videos.generations" {
		return Response{}, &ClientError{Code: "unsupported_kind", Message: "unsupported keling request kind", Retryable: false}
	}
	token, err := kelingAuthToken(request.Candidate)
	if err != nil {
		return Response{}, err
	}
	return c.runVideo(ctx, request, token)
}

func (c KelingClient) runVideo(ctx context.Context, request Request, token string) (Response, error) {
	submitStartedAt := time.Now()
	submitRequestID := strings.TrimSpace(request.RemoteTaskID)
	upstreamTaskID := strings.TrimSpace(request.RemoteTaskID)
	prepared := kelingResumePreparedTask(request)
	if upstreamTaskID == "" {
		var err error
		prepared, err = c.prepareVideoTask(ctx, request, token)
		if err != nil {
			return Response{}, err
		}
	}
	defer func() {
		if upstreamTaskID == "" {
			_ = c.cleanupKelingElements(context.WithoutCancel(ctx), request, token, prepared.CleanupElementIDs)
		}
	}()

	if upstreamTaskID == "" {
		submitResult, requestID, err := c.postJSON(ctx, request, prepared.Endpoint, token, prepared.Payload)
		submitRequestID = requestID
		if err != nil {
			return Response{}, annotateResponseError(err, submitRequestID, submitStartedAt, time.Now())
		}
		upstreamTaskID = strings.TrimSpace(stringFromAny(kelingData(submitResult)["task_id"]))
		if upstreamTaskID == "" {
			_ = c.cleanupKelingElements(context.WithoutCancel(ctx), request, token, prepared.CleanupElementIDs)
			return Response{}, &ClientError{Code: "invalid_response", Message: "keling video task id is missing", RequestID: submitRequestID, Retryable: false}
		}
		prepared.RemoteTaskPayload["submit"] = submitResult
		if request.OnRemoteTaskSubmitted != nil {
			if err := request.OnRemoteTaskSubmitted(upstreamTaskID, prepared.RemoteTaskPayload); err != nil {
				return Response{}, err
			}
		}
	}

	pollEndpoint := kelingPollEndpoint(request, prepared.Endpoint)
	interval := kelingPollInterval(request)
	timeout := kelingPollTimeout(request)
	deadline := time.NewTimer(timeout)
	defer deadline.Stop()
	ticker := time.NewTicker(interval)
	defer ticker.Stop()

	var lastResult map[string]any
	for {
		select {
		case <-ctx.Done():
			return Response{}, &ClientError{Code: "cancelled", Message: ctx.Err().Error(), RequestID: submitRequestID, Retryable: true}
		default:
		}

		pollStartedAt := time.Now()
		pollResult, pollRequestID, err := c.getJSON(ctx, request, pollEndpoint+"/"+upstreamTaskID, token)
		pollFinishedAt := time.Now()
		requestID := firstNonEmpty(pollRequestID, submitRequestID, upstreamTaskID)
		if err != nil {
			return Response{}, annotateResponseError(err, requestID, pollStartedAt, pollFinishedAt)
		}
		lastResult = pollResult

		switch kelingTaskStatus(pollResult) {
		case "succeed":
			_ = c.cleanupKelingElements(context.WithoutCancel(ctx), request, token, prepared.CleanupElementIDs)
			prepared.CleanupElementIDs = nil
			result := kelingVideoSuccessResult(request, upstreamTaskID, pollResult)
			return Response{
				Result:             result,
				RequestID:          requestID,
				Progress:           kelingVideoProgress(request, upstreamTaskID),
				ResponseStartedAt:  submitStartedAt,
				ResponseFinishedAt: pollFinishedAt,
				ResponseDurationMS: responseDurationMS(submitStartedAt, pollFinishedAt),
			}, nil
		case "failed":
			_ = c.cleanupKelingElements(context.WithoutCancel(ctx), request, token, prepared.CleanupElementIDs)
			prepared.CleanupElementIDs = nil
			return Response{}, &ClientError{
				Code:               kelingTaskErrorCode(pollResult),
				Message:            kelingTaskErrorMessage(request.Candidate, pollResult),
				RequestID:          requestID,
				ResponseStartedAt:  submitStartedAt,
				ResponseFinishedAt: pollFinishedAt,
				ResponseDurationMS: responseDurationMS(submitStartedAt, pollFinishedAt),
				Retryable:          false,
			}
		}

		select {
		case <-ctx.Done():
			return Response{}, &ClientError{Code: "cancelled", Message: ctx.Err().Error(), RequestID: requestID, Retryable: true}
		case <-deadline.C:
			return Response{}, &ClientError{
				Code:      "timeout",
				Message:   fmt.Sprintf("keling video task %s did not finish before timeout; last status: %s", upstreamTaskID, kelingTaskStatus(lastResult)),
				RequestID: requestID,
				Retryable: true,
			}
		case <-ticker.C:
		}
	}
}

func (c KelingClient) prepareVideoTask(ctx context.Context, request Request, token string) (kelingPreparedTask, error) {
	if kelingIsOmniRequest(request) {
		payload, cleanupIDs, err := c.kelingOmniPayload(ctx, request, token)
		if err != nil {
			return kelingPreparedTask{}, err
		}
		return kelingPreparedTask{
			Endpoint:          "/videos/omni-video",
			Payload:           payload,
			RemoteTaskPayload: map[string]any{"endpoint": "/videos/omni-video", "mode": "omni_video", "cleanupElementIds": cleanupIDs},
			CleanupElementIDs: cleanupIDs,
		}, nil
	}
	payload, taskType, err := kelingVideoPayload(ctx, request)
	if err != nil {
		return kelingPreparedTask{}, err
	}
	endpoint := "/videos/" + taskType
	return kelingPreparedTask{
		Endpoint:          endpoint,
		Payload:           payload,
		RemoteTaskPayload: map[string]any{"endpoint": endpoint, "taskType": taskType},
	}, nil
}

func kelingResumePreparedTask(request Request) kelingPreparedTask {
	endpoint := ""
	for _, key := range []string{"endpoint", "pollEndpoint"} {
		if value := strings.TrimSpace(stringFromAny(request.RemoteTaskPayload[key])); value != "" {
			endpoint = value
			break
		}
	}
	if endpoint == "" {
		if kelingIsOmniRequest(request) {
			endpoint = "/videos/omni-video"
		} else {
			endpoint = "/videos/" + kelingTaskTypeFromRequest(request)
		}
	}
	return kelingPreparedTask{Endpoint: endpoint, RemoteTaskPayload: map[string]any{"endpoint": endpoint}}
}

func kelingVideoPayload(ctx context.Context, request Request) (map[string]any, string, error) {
	body := cleanProviderBody(request.Body)
	content := contentItems(body["content"])
	if len(content) == 0 {
		content = buildVolcesContentFromBody(body)
	}
	prompt := firstKelingPrompt(content)
	if prompt == "" {
		return nil, "", &ClientError{Code: "invalid_parameter", Message: "keling video prompt is required", StatusCode: 400, Retryable: false}
	}
	firstFrame, lastFrame, referenceImages := kelingImageInputs(content)
	isImage2Video := firstFrame != "" || lastFrame != "" || len(referenceImages) > 0
	primaryImage := firstFrame
	if primaryImage == "" && len(referenceImages) <= 1 && len(referenceImages) > 0 {
		primaryImage = referenceImages[0]
	}
	if primaryImage == "" {
		primaryImage = lastFrame
	}

	payload := map[string]any{
		"prompt":     prompt,
		"model_name": upstreamModelName(request.Candidate),
		"duration":   fmtDuration(body["duration"], 5),
	}
	if value := strings.TrimSpace(stringFromAny(body["negative_prompt"])); value != "" {
		payload["negative_prompt"] = value
	}
	if value, ok := body["cfg_scale"]; ok && numericValue(value, 0) > 0 {
		payload["cfg_scale"] = value
	}
	if boolValue(body, "audio") || boolValue(body, "output_audio") {
		payload["sound"] = "on"
	}
	if mode := kelingModeByResolution(firstNonEmptyStringValue(body, "resolution", "size")); mode != "" {
		payload["mode"] = mode
	}
	if ratio := strings.TrimSpace(firstNonEmptyStringValue(body, "aspect_ratio", "aspectRatio", "ratio")); strings.Contains(ratio, ":") {
		payload["aspect_ratio"] = ratio
	}
	if camera := kelingCameraControl(body); camera != nil {
		payload["camera_control"] = camera
	}
	if primaryImage != "" {
		encoded, err := kelingImageToBase64(ctx, request, primaryImage)
		if err != nil {
			return nil, "", err
		}
		payload["image"] = encoded
	}
	if lastFrame != "" {
		encoded, err := kelingImageToBase64(ctx, request, lastFrame)
		if err != nil {
			return nil, "", err
		}
		payload["image_tail"] = encoded
	}
	if len(referenceImages) > 0 {
		imageList := make([]any, 0, len(referenceImages))
		for _, url := range referenceImages {
			encoded, err := kelingImageToBase64(ctx, request, url)
			if err != nil {
				return nil, "", err
			}
			imageList = append(imageList, map[string]any{"image": encoded})
		}
		payload["image_list"] = imageList
	}
	if !strings.Contains(stringFromAny(payload["aspect_ratio"]), ":") || isImage2Video {
		delete(payload, "aspect_ratio")
	}

	taskType := "text2video"
	if primaryImage != "" {
		taskType = "image2video"
	} else if len(referenceImages) > 1 {
		taskType = "multi-image2video"
	}
	return payload, taskType, nil
}

func kelingTaskTypeFromRequest(request Request) string {
	body := cleanProviderBody(request.Body)
	content := contentItems(body["content"])
	if len(content) == 0 {
		content = buildVolcesContentFromBody(body)
	}
	firstFrame, lastFrame, referenceImages := kelingImageInputs(content)
	if firstFrame != "" || lastFrame != "" || len(referenceImages) == 1 {
		return "image2video"
	}
	if len(referenceImages) > 1 {
		return "multi-image2video"
	}
	return "text2video"
}

func (c KelingClient) kelingOmniPayload(ctx context.Context, request Request, token string) (map[string]any, []string, error) {
	body := cleanProviderBody(request.Body)
	content := contentItems(body["content"])
	if len(content) == 0 {
		content = buildVolcesContentFromBody(body)
	}
	prompt := firstKelingPrompt(content)
	images := kelingOmniImageList(content)
	videos := kelingOmniVideoList(content)
	uploadedElementIDs := make([]string, 0)
	elements, createdIDs, err := c.kelingOmniElementList(ctx, request, token, content)
	if err != nil {
		return nil, nil, err
	}
	uploadedElementIDs = append(uploadedElementIDs, createdIDs...)
	shots := kelingShotPrompts(content)
	hasMultiPrompt := len(shots) > 0
	hasVideo := len(videos) > 0
	hasVideoEdit := kelingHasBaseVideo(videos)
	hasFirstFrame := kelingHasFirstFrame(images)

	payload := map[string]any{
		"model_name":      upstreamModelName(request.Candidate),
		"mode":            kelingModeByResolution(firstNonEmptyStringValue(body, "resolution", "size")),
		"watermark_info":  map[string]any{"enabled": false},
		"negative_prompt": strings.TrimSpace(stringFromAny(body["negative_prompt"])),
	}
	if !hasMultiPrompt {
		payload["prompt"] = prompt
		if body["duration"] != nil {
			payload["duration"] = fmtDuration(body["duration"], 0)
		}
	}
	if ratio := strings.TrimSpace(firstNonEmptyStringValue(body, "aspect_ratio", "aspectRatio", "ratio")); strings.Contains(ratio, ":") {
		payload["aspect_ratio"] = ratio
	}
	if len(images) > 0 {
		payload["image_list"] = images
	}
	if len(videos) > 0 {
		payload["video_list"] = videos
	}
	if len(elements) > 0 {
		payload["element_list"] = elements
	}
	if (boolValue(body, "audio") || boolValue(body, "output_audio")) && !hasVideo {
		payload["sound"] = "on"
	}
	if hasMultiPrompt {
		payload["multi_shot"] = true
		payload["shot_type"] = "customize"
		total := 0.0
		multiPrompt := make([]any, 0, len(shots))
		for index, shot := range shots {
			duration := shot.duration
			if duration <= 0 {
				duration = 5
			}
			total += duration
			multiPrompt = append(multiPrompt, map[string]any{
				"index":    index + 1,
				"prompt":   shot.text,
				"duration": fmtDuration(duration, 5),
			})
		}
		delete(payload, "prompt")
		payload["multi_prompt"] = multiPrompt
		payload["duration"] = fmtDuration(total, 0)
	}
	deleteEmptyStringFields(payload)
	if hasVideoEdit {
		delete(payload, "duration")
		delete(payload, "aspect_ratio")
	}
	if hasVideo && !hasVideoEdit && !strings.Contains(stringFromAny(payload["aspect_ratio"]), ":") {
		payload["aspect_ratio"] = "16:9"
	}
	if !hasVideoEdit && !hasFirstFrame && !strings.Contains(stringFromAny(payload["aspect_ratio"]), ":") {
		payload["aspect_ratio"] = "16:9"
	}
	return payload, uploadedElementIDs, nil
}

func (c KelingClient) kelingOmniElementList(ctx context.Context, request Request, token string, content []map[string]any) ([]any, []string, error) {
	elements := make([]any, 0)
	createdIDs := make([]string, 0)
	for _, item := range content {
		if stringFromAny(item["type"]) != "element" {
			continue
		}
		element := mapFromAny(item["element"])
		if element == nil {
			continue
		}
		if id := kelingStringFromAny(firstPresent(element["element_id"], element["id"])); id != "" {
			elements = append(elements, map[string]any{"element_id": id})
			continue
		}
		inline := mapFromAny(element["inline_element"])
		if inline == nil {
			continue
		}
		payload := kelingCreateElementPayload(inline)
		if payload == nil {
			continue
		}
		id, err := c.createKelingElement(ctx, request, token, payload)
		if err != nil {
			return nil, createdIDs, err
		}
		elements = append(elements, map[string]any{"element_id": id})
		createdIDs = append(createdIDs, id)
	}
	return elements, createdIDs, nil
}

func (c KelingClient) postJSON(ctx context.Context, request Request, path string, token string, body map[string]any) (map[string]any, string, error) {
	raw, _ := json.Marshal(body)
	req, err := http.NewRequestWithContext(ctx, http.MethodPost, joinURL(request.Candidate.BaseURL, path), bytes.NewReader(raw))
	if err != nil {
		return nil, "", err
	}
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("Authorization", "Bearer "+token)
	resp, err := httpClient(request.HTTPClient, c.HTTPClient).Do(req)
	if err != nil {
		return nil, "", &ClientError{Code: "network", Message: err.Error(), Retryable: true}
	}
	requestID := requestIDFromHTTPResponse(resp)
	result, err := decodeHTTPResponse(resp)
	if err != nil {
		return result, requestID, err
	}
	if code := intFromAny(result["code"]); code != 0 {
		return result, requestID, &ClientError{Code: kelingEnvelopeErrorCode(result), Message: kelingEnvelopeErrorMessage(result), RequestID: firstNonEmpty(requestID, stringFromAny(result["request_id"])), Retryable: false}
	}
	return result, firstNonEmpty(requestID, stringFromAny(result["request_id"])), nil
}

func (c KelingClient) getJSON(ctx context.Context, request Request, path string, token string) (map[string]any, string, error) {
	req, err := http.NewRequestWithContext(ctx, http.MethodGet, joinURL(request.Candidate.BaseURL, path), nil)
	if err != nil {
		return nil, "", err
	}
	req.Header.Set("Authorization", "Bearer "+token)
	resp, err := httpClient(request.HTTPClient, c.HTTPClient).Do(req)
	if err != nil {
		return nil, "", &ClientError{Code: "network", Message: err.Error(), Retryable: true}
	}
	requestID := requestIDFromHTTPResponse(resp)
	result, err := decodeHTTPResponse(resp)
	if err != nil {
		return result, requestID, err
	}
	if code := intFromAny(result["code"]); code != 0 {
		return result, requestID, &ClientError{Code: kelingEnvelopeErrorCode(result), Message: kelingEnvelopeErrorMessage(result), RequestID: firstNonEmpty(requestID, stringFromAny(result["request_id"])), Retryable: false}
	}
	return result, firstNonEmpty(requestID, stringFromAny(result["request_id"])), nil
}

func (c KelingClient) createKelingElement(ctx context.Context, request Request, token string, payload map[string]any) (string, error) {
	raw, _ := json.Marshal(payload)
	req, err := http.NewRequestWithContext(ctx, http.MethodPost, joinURL(request.Candidate.BaseURL, "/general/custom-elements"), bytes.NewReader(raw))
	if err != nil {
		return "", err
	}
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("Authorization", "Bearer "+token)
	resp, err := httpClient(request.HTTPClient, c.HTTPClient).Do(req)
	if err != nil {
		return "", &ClientError{Code: "network", Message: err.Error(), Retryable: true}
	}
	defer resp.Body.Close()
	body, _ := io.ReadAll(io.LimitReader(resp.Body, 16*1024*1024))
	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
		return "", &ClientError{Code: statusCodeName(resp.StatusCode), Message: errorMessage(body, resp.Status), StatusCode: resp.StatusCode, RequestID: requestIDFromHTTPResponse(resp), Retryable: HTTPRetryable(resp.StatusCode)}
	}
	var parsed struct {
		Code      int            `json:"code"`
		Message   string         `json:"message"`
		RequestID string         `json:"request_id"`
		Data      map[string]any `json:"data"`
	}
	decoder := json.NewDecoder(bytes.NewReader(body))
	decoder.UseNumber()
	if err := decoder.Decode(&parsed); err != nil {
		return "", &ClientError{Code: "invalid_response", Message: err.Error(), Retryable: false}
	}
	if parsed.Code != 0 {
		return "", &ClientError{Code: "keling_element_create_failed", Message: parsed.Message, RequestID: parsed.RequestID, Retryable: false}
	}
	id := kelingStringFromAny(parsed.Data["element_id"])
	if id == "" {
		return "", &ClientError{Code: "invalid_response", Message: "keling element id is missing", RequestID: parsed.RequestID, Retryable: false}
	}
	return id, nil
}

func (c KelingClient) cleanupKelingElements(ctx context.Context, request Request, token string, elementIDs []string) error {
	for _, id := range elementIDs {
		id = strings.TrimSpace(id)
		if id == "" {
			continue
		}
		_, _, _ = c.postJSON(ctx, request, "/general/delete-elements", token, map[string]any{"element_id": id})
	}
	return nil
}

func kelingAuthToken(candidate store.RuntimeModelCandidate) (string, error) {
	apiKey := credential(candidate.Credentials, "apiKey", "api_key", "key", "token")
	accessKey := credential(candidate.Credentials, "accessKey", "access_key", "ak")
	secretKey := credential(candidate.Credentials, "secretKey", "secret_key", "sk")
	if accessKey != "" || secretKey != "" || strings.EqualFold(strings.TrimSpace(candidate.AuthType), "AccessKey-SecretKey") {
		if accessKey == "" || secretKey == "" {
			return "", &ClientError{Code: "missing_credentials", Message: "keling accessKey and secretKey are required", Retryable: false}
		}
		now := time.Now()
		claims := jwt.MapClaims{
			"iss": accessKey,
			"exp": now.Add(30 * time.Minute).Unix(),
			"nbf": now.Add(-5 * time.Second).Unix(),
		}
		token := jwt.NewWithClaims(jwt.SigningMethodHS256, claims)
		signed, err := token.SignedString([]byte(secretKey))
		if err != nil {
			return "", &ClientError{Code: "auth_failed", Message: err.Error(), Retryable: false}
		}
		return signed, nil
	}
	if apiKey == "" {
		return "", &ClientError{Code: "missing_credentials", Message: "keling api key is required", Retryable: false}
	}
	return apiKey, nil
}

func kelingImageToBase64(ctx context.Context, request Request, value string) (string, error) {
	value = strings.TrimSpace(value)
	if value == "" {
		return "", nil
	}
	if strings.HasPrefix(value, "data:") {
		parts := strings.SplitN(value, ",", 2)
		if len(parts) == 2 {
			return strings.TrimSpace(parts[1]), nil
		}
	}
	if strings.HasPrefix(value, "http://") || strings.HasPrefix(value, "https://") {
		req, err := http.NewRequestWithContext(ctx, http.MethodGet, value, nil)
		if err != nil {
			return "", err
		}
		resp, err := httpClient(request.HTTPClient).Do(req)
		if err != nil {
			return "", &ClientError{Code: "network", Message: err.Error(), Retryable: true}
		}
		defer resp.Body.Close()
		if resp.StatusCode < 200 || resp.StatusCode >= 300 {
			raw, _ := io.ReadAll(io.LimitReader(resp.Body, 64*1024))
			return "", &ClientError{Code: statusCodeName(resp.StatusCode), Message: errorMessage(raw, resp.Status), StatusCode: resp.StatusCode, RequestID: requestIDFromHTTPResponse(resp), Retryable: HTTPRetryable(resp.StatusCode)}
		}
		raw, err := io.ReadAll(io.LimitReader(resp.Body, 16*1024*1024))
		if err != nil {
			return "", &ClientError{Code: "network", Message: err.Error(), Retryable: true}
		}
		return base64.StdEncoding.EncodeToString(raw), nil
	}
	return value, nil
}

func kelingIsOmniRequest(request Request) bool {
	modelType := strings.TrimSpace(request.ModelType)
	return modelType == "omni_video" || modelType == "omni" ||
		request.Candidate.Capabilities["omni_video"] != nil ||
		request.Candidate.Capabilities["omni"] != nil
}

func firstKelingPrompt(content []map[string]any) string {
	for _, item := range content {
		if stringFromAny(item["type"]) == "text" && stringFromAny(item["role"]) != "shot_prompt" && item["shot_index"] == nil {
			if text := strings.TrimSpace(stringFromAny(item["text"])); text != "" {
				return text
			}
		}
	}
	return ""
}

func kelingImageInputs(content []map[string]any) (string, string, []string) {
	firstFrame := ""
	lastFrame := ""
	references := make([]string, 0)
	for _, item := range content {
		if !isKelingImageContent(item) {
			continue
		}
		url := kelingNestedURL(item, "image_url")
		if url == "" {
			continue
		}
		switch stringFromAny(item["role"]) {
		case "first_frame":
			if firstFrame == "" {
				firstFrame = url
			}
		case "last_frame":
			if lastFrame == "" {
				lastFrame = url
			}
		default:
			references = append(references, url)
		}
	}
	return firstFrame, lastFrame, references
}

func kelingOmniImageList(content []map[string]any) []any {
	out := make([]any, 0)
	for _, item := range content {
		if !isKelingImageContent(item) {
			continue
		}
		url := kelingNestedURL(item, "image_url")
		if url == "" {
			continue
		}
		image := map[string]any{"image_url": url}
		switch stringFromAny(item["role"]) {
		case "first_frame":
			image["type"] = "first_frame"
		case "last_frame":
			image["type"] = "end_frame"
		}
		out = append(out, image)
	}
	return out
}

func kelingOmniVideoList(content []map[string]any) []map[string]any {
	out := make([]map[string]any, 0)
	for _, item := range content {
		if !isKelingVideoContent(item) {
			continue
		}
		nested := mapFromAny(item["video_url"])
		url := strings.TrimSpace(stringFromAny(nested["url"]))
		if url == "" {
			continue
		}
		video := map[string]any{"video_url": url}
		referType := strings.TrimSpace(stringFromAny(nested["refer_type"]))
		if referType == "" {
			switch stringFromAny(item["role"]) {
			case "video_base":
				referType = "base"
			case "video_feature", "reference_video":
				referType = "feature"
			}
		}
		if referType == "base" || referType == "feature" {
			video["refer_type"] = referType
		}
		if keep := strings.TrimSpace(stringFromAny(nested["keep_original_sound"])); keep != "" {
			video["keep_original_sound"] = keep
		}
		out = append(out, video)
	}
	return out
}

type kelingShotPrompt struct {
	index    int
	text     string
	duration float64
}

func kelingShotPrompts(content []map[string]any) []kelingShotPrompt {
	shots := make([]kelingShotPrompt, 0)
	for index, item := range content {
		if stringFromAny(item["type"]) != "text" {
			continue
		}
		if stringFromAny(item["role"]) != "shot_prompt" && item["shot_index"] == nil {
			continue
		}
		text := strings.TrimSpace(stringFromAny(item["text"]))
		if text == "" {
			continue
		}
		shotIndex := int(math.Floor(numericValue(item["shot_index"], float64(index))))
		shots = append(shots, kelingShotPrompt{index: shotIndex, text: text, duration: numericValue(item["duration"], 5)})
	}
	sort.SliceStable(shots, func(i, j int) bool { return shots[i].index < shots[j].index })
	return shots
}

func kelingHasBaseVideo(videos []map[string]any) bool {
	for _, video := range videos {
		if stringFromAny(video["refer_type"]) == "base" {
			return true
		}
	}
	return false
}

func kelingHasFirstFrame(images []any) bool {
	for _, item := range images {
		image := mapFromAny(item)
		if stringFromAny(image["type"]) == "first_frame" {
			return true
		}
	}
	return false
}

func kelingCreateElementPayload(inline map[string]any) map[string]any {
	frontURL := strings.TrimSpace(firstNonEmptyStringValue(inline, "frontal_image_url", "frontalImageUrl", "element_frontal_image", "image_url", "imageUrl", "url"))
	if frontURL == "" {
		return nil
	}
	name := firstNonEmptyStringValue(inline, "name", "element_name", "elementName")
	if name == "" {
		name = "temporary element"
	}
	payload := map[string]any{
		"element_name":          name,
		"element_description":   firstNonEmpty(firstNonEmptyStringValue(inline, "description"), name),
		"element_frontal_image": frontURL,
	}
	referImages := make([]any, 0)
	for _, ref := range mapListFromAny(firstPresent(inline["refer_images"], inline["referImages"], inline["element_refer_list"])) {
		url := strings.TrimSpace(firstNonEmptyStringValue(ref, "url", "image_url", "imageUrl"))
		if url != "" {
			referImages = append(referImages, map[string]any{"image_url": url})
		}
	}
	if len(referImages) > 0 {
		payload["element_refer_list"] = referImages
	}
	if tags := kelingElementTagList(inline["tags"]); len(tags) > 0 {
		payload["tag_list"] = tags
	}
	return payload
}

func kelingElementTagList(value any) []any {
	mapping := map[string]string{
		"hot_meme":  "o_101",
		"character": "o_102",
		"animal":    "o_103",
		"prop":      "o_104",
		"costume":   "o_105",
		"scene":     "o_106",
		"effect":    "o_107",
		"other":     "o_108",
	}
	out := make([]any, 0)
	for _, tag := range stringListFromAny(value) {
		id := mapping[strings.TrimSpace(tag)]
		if id == "" {
			id = mapping["other"]
		}
		out = append(out, map[string]any{"tag_id": id})
	}
	return out
}

func kelingNestedURL(item map[string]any, key string) string {
	nested := mapFromAny(item[key])
	if nested != nil {
		if value := strings.TrimSpace(stringFromAny(nested["url"])); value != "" {
			return value
		}
	}
	return strings.TrimSpace(stringFromAny(item[key]))
}

func isKelingImageContent(item map[string]any) bool {
	return stringFromAny(item["type"]) == "image_url" || mapFromAny(item["image_url"]) != nil || strings.TrimSpace(stringFromAny(item["image_url"])) != ""
}

func isKelingVideoContent(item map[string]any) bool {
	return stringFromAny(item["type"]) == "video_url" || mapFromAny(item["video_url"]) != nil || strings.TrimSpace(stringFromAny(item["video_url"])) != ""
}

func kelingModeByResolution(resolution string) string {
	switch strings.TrimSpace(resolution) {
	case "2160p":
		return "4k"
	case "1080p":
		return "pro"
	case "480p", "720p", "":
		return "std"
	default:
		if strings.HasSuffix(strings.TrimSpace(resolution), "p") {
			return "std"
		}
		return ""
	}
}

func kelingCameraControl(body map[string]any) map[string]any {
	cameraControl := strings.TrimSpace(stringFromAny(body["camera_control"]))
	if cameraControl == "" {
		return nil
	}
	if strings.HasPrefix(cameraControl, "simple") {
		directions := []string{"horizontal", "vertical", "pan", "tilt", "roll", "zoom"}
		current := ""
		parts := strings.SplitN(cameraControl, ":", 2)
		if len(parts) == 2 {
			current = parts[1]
		}
		strength := firstPresent(body["camera_control_strength"], body["cameraControlStrength"])
		config := map[string]any{}
		for _, direction := range directions {
			if direction == current {
				config[direction] = strength
			} else {
				config[direction] = 0
			}
		}
		return map[string]any{"type": "simple", "config": config}
	}
	return map[string]any{"type": cameraControl}
}

func kelingData(result map[string]any) map[string]any {
	data, _ := result["data"].(map[string]any)
	if data == nil {
		return map[string]any{}
	}
	return data
}

func kelingTaskStatus(result map[string]any) string {
	return strings.ToLower(strings.TrimSpace(stringFromAny(kelingData(result)["task_status"])))
}

func kelingTaskErrorCode(result map[string]any) string {
	if code := intFromAny(result["code"]); code != 0 {
		return fmt.Sprintf("keling_%d", code)
	}
	return "keling_task_failed"
}

func kelingTaskErrorMessage(candidate store.RuntimeModelCandidate, result map[string]any) string {
	message := strings.TrimSpace(stringFromAny(kelingData(result)["task_status_msg"]))
	if message == "" {
		message = strings.TrimSpace(stringFromAny(result["message"]))
	}
	if message == "" {
		message = "keling video task failed"
	}
	return fmt.Sprintf("Platform:%s,Code:%v,requestId:%s,message:%s", candidate.Provider, result["code"], stringFromAny(result["request_id"]), message)
}

func kelingEnvelopeErrorCode(result map[string]any) string {
	if code := intFromAny(result["code"]); code != 0 {
		return fmt.Sprintf("keling_%d", code)
	}
	return "keling_error"
}

func kelingEnvelopeErrorMessage(result map[string]any) string {
	if message := strings.TrimSpace(stringFromAny(result["message"])); message != "" {
		return message
	}
	return "keling request failed"
}

func kelingVideoSuccessResult(request Request, upstreamTaskID string, raw map[string]any) map[string]any {
	data := kelingData(raw)
	taskResult, _ := data["task_result"].(map[string]any)
	videos, _ := taskResult["videos"].([]any)
	items := make([]any, 0, len(videos))
	for _, rawVideo := range videos {
		video := mapFromAny(rawVideo)
		url := strings.TrimSpace(stringFromAny(video["url"]))
		if url == "" {
			continue
		}
		item := map[string]any{"url": url, "video_url": url, "type": "video"}
		if duration := intFromAny(video["duration"]); duration > 0 {
			item["duration"] = duration
		}
		items = append(items, item)
	}
	created := intFromAny(data["created_at"])
	if created == 0 {
		created = int(nowUnix())
	}
	return map[string]any{
		"id":               upstreamTaskID,
		"object":           "video.generation",
		"created":          created,
		"model":            upstreamModelName(request.Candidate),
		"status":           "succeeded",
		"upstream_task_id": upstreamTaskID,
		"data":             items,
		"raw":              raw,
	}
}

func kelingVideoProgress(request Request, upstreamTaskID string) []Progress {
	progress := providerProgress(request)
	progress = append(progress, Progress{
		Phase:    "polling_result",
		Progress: 0.9,
		Message:  "keling video task completed",
		Payload:  map[string]any{"upstreamTaskId": upstreamTaskID},
	})
	return progress
}

func kelingPollEndpoint(request Request, fallback string) string {
	for _, key := range []string{"endpoint", "pollEndpoint"} {
		if value := strings.TrimSpace(stringFromAny(request.RemoteTaskPayload[key])); value != "" {
			return value
		}
	}
	return fallback
}

func kelingPollInterval(request Request) time.Duration {
	ms := numericValue(firstPresent(request.Candidate.PlatformConfig["kelingPollIntervalMs"], request.Candidate.PlatformConfig["klingPollIntervalMs"], request.Body["pollIntervalMs"], request.Body["poll_interval_ms"]), 15000)
	if ms < 100 {
		ms = 100
	}
	return time.Duration(ms) * time.Millisecond
}

func kelingPollTimeout(request Request) time.Duration {
	seconds := numericValue(firstPresent(request.Candidate.PlatformConfig["kelingPollTimeoutSeconds"], request.Candidate.PlatformConfig["klingPollTimeoutSeconds"], request.Body["pollTimeoutSeconds"], request.Body["poll_timeout_seconds"]), 600)
	if seconds < 1 {
		seconds = 600
	}
	return time.Duration(seconds) * time.Second
}

func fmtDuration(value any, fallback float64) string {
	duration := numericValue(value, fallback)
	if math.Abs(duration-math.Round(duration)) < 1e-9 {
		return fmt.Sprintf("%d", int(math.Round(duration)))
	}
	return strings.TrimRight(strings.TrimRight(fmt.Sprintf("%.6f", duration), "0"), ".")
}

func deleteEmptyStringFields(payload map[string]any) {
	for key, value := range payload {
		if text, ok := value.(string); ok && strings.TrimSpace(text) == "" {
			delete(payload, key)
		}
	}
}

func kelingStringFromAny(value any) string {
	switch typed := value.(type) {
	case json.Number:
		return typed.String()
	case float64:
		if math.Abs(typed-math.Round(typed)) < 1e-9 {
			return fmt.Sprintf("%.0f", typed)
		}
		return fmt.Sprintf("%v", typed)
	case int:
		return fmt.Sprintf("%d", typed)
	case int64:
		return fmt.Sprintf("%d", typed)
	case string:
		return strings.TrimSpace(typed)
	default:
		return ""
	}
}