package vertex

import (
	"bytes"
	"encoding/base64"
	"encoding/json"
	"fmt"
	"io"
	"net/http"
	"regexp"
	"strings"

	"github.com/QuantumNous/new-api/common"
	"github.com/QuantumNous/new-api/model"
	"github.com/gin-gonic/gin"

	"github.com/QuantumNous/new-api/constant"
	"github.com/QuantumNous/new-api/dto"
	"github.com/QuantumNous/new-api/relay/channel"
	vertexcore "github.com/QuantumNous/new-api/relay/channel/vertex"
	relaycommon "github.com/QuantumNous/new-api/relay/common"
	"github.com/QuantumNous/new-api/service"
)

// ============================
// Request / Response structures
// ============================

type requestPayload struct {
	Instances  []map[string]any `json:"instances"`
	Parameters map[string]any   `json:"parameters,omitempty"`
}

type submitResponse struct {
	Name string `json:"name"`
}

type operationVideo struct {
	MimeType           string `json:"mimeType"`
	BytesBase64Encoded string `json:"bytesBase64Encoded"`
	Encoding           string `json:"encoding"`
}

type operationResponse struct {
	Name     string `json:"name"`
	Done     bool   `json:"done"`
	Response struct {
		Type                  string           `json:"@type"`
		RaiMediaFilteredCount int              `json:"raiMediaFilteredCount"`
		Videos                []operationVideo `json:"videos"`
		BytesBase64Encoded    string           `json:"bytesBase64Encoded"`
		Encoding              string           `json:"encoding"`
		Video                 string           `json:"video"`
	} `json:"response"`
	Error struct {
		Message string `json:"message"`
	} `json:"error"`
}

// ============================
// Adaptor implementation
// ============================

type TaskAdaptor struct {
	ChannelType int
	apiKey      string
	baseURL     string
}

func (a *TaskAdaptor) Init(info *relaycommon.RelayInfo) {
	a.ChannelType = info.ChannelType
	a.baseURL = info.ChannelBaseUrl
	a.apiKey = info.ApiKey
}

// ValidateRequestAndSetAction parses body, validates fields and sets default action.
func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.RelayInfo) (taskErr *dto.TaskError) {
	// Use the standard validation method for TaskSubmitReq
	return relaycommon.ValidateBasicTaskRequest(c, info, constant.TaskActionTextGenerate)
}

// BuildRequestURL constructs the upstream URL.
func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, error) {
	adc := &vertexcore.Credentials{}
	if err := json.Unmarshal([]byte(a.apiKey), adc); err != nil {
		return "", fmt.Errorf("failed to decode credentials: %w", err)
	}
	modelName := info.OriginModelName
	if modelName == "" {
		modelName = "veo-3.0-generate-001"
	}

	region := vertexcore.GetModelRegion(info.ApiVersion, modelName)
	if strings.TrimSpace(region) == "" {
		region = "global"
	}
	if region == "global" {
		return fmt.Sprintf(
			"https://aiplatform.googleapis.com/v1/projects/%s/locations/global/publishers/google/models/%s:predictLongRunning",
			adc.ProjectID,
			modelName,
		), nil
	}
	return fmt.Sprintf(
		"https://%s-aiplatform.googleapis.com/v1/projects/%s/locations/%s/publishers/google/models/%s:predictLongRunning",
		region,
		adc.ProjectID,
		region,
		modelName,
	), nil
}

// BuildRequestHeader sets required headers.
func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.RelayInfo) error {
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("Accept", "application/json")

	adc := &vertexcore.Credentials{}
	if err := json.Unmarshal([]byte(a.apiKey), adc); err != nil {
		return fmt.Errorf("failed to decode credentials: %w", err)
	}

	proxy := ""
	if info != nil {
		proxy = info.ChannelSetting.Proxy
	}
	token, err := vertexcore.AcquireAccessToken(*adc, proxy)
	if err != nil {
		return fmt.Errorf("failed to acquire access token: %w", err)
	}
	req.Header.Set("Authorization", "Bearer "+token)
	req.Header.Set("x-goog-user-project", adc.ProjectID)
	return nil
}

// BuildRequestBody converts request into Vertex specific format.
func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayInfo) (io.Reader, error) {
	v, ok := c.Get("task_request")
	if !ok {
		return nil, fmt.Errorf("request not found in context")
	}
	req := v.(relaycommon.TaskSubmitReq)

	body := requestPayload{
		Instances:  []map[string]any{{"prompt": req.Prompt}},
		Parameters: map[string]any{},
	}
	if req.Metadata != nil {
		if v, ok := req.Metadata["storageUri"]; ok {
			body.Parameters["storageUri"] = v
		}
		if v, ok := req.Metadata["sampleCount"]; ok {
			if i, ok := v.(int); ok {
				body.Parameters["sampleCount"] = i
			}
			if f, ok := v.(float64); ok {
				body.Parameters["sampleCount"] = int(f)
			}
		}
	}
	if _, ok := body.Parameters["sampleCount"]; !ok {
		body.Parameters["sampleCount"] = 1
	}

	if body.Parameters["sampleCount"].(int) <= 0 {
		return nil, fmt.Errorf("sampleCount must be greater than 0")
	}

	// if req.Duration > 0 {
	// 	body.Parameters["durationSeconds"] = req.Duration
	// } else if req.Seconds != "" {
	// 	seconds, err := strconv.Atoi(req.Seconds)
	// 	if err != nil {
	// 		return nil, errors.Wrap(err, "convert seconds to int failed")
	// 	}
	// 	body.Parameters["durationSeconds"] = seconds
	// }

	info.PriceData.OtherRatios = map[string]float64{
		"sampleCount": float64(body.Parameters["sampleCount"].(int)),
	}

	// if v, ok := body.Parameters["durationSeconds"]; ok {
	// 	info.PriceData.OtherRatios["durationSeconds"] = float64(v.(int))
	// }

	data, err := json.Marshal(body)
	if err != nil {
		return nil, err
	}
	return bytes.NewReader(data), nil
}

// DoRequest delegates to common helper.
func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Response, error) {
	return channel.DoTaskApiRequest(a, c, info, requestBody)
}

// DoResponse handles upstream response, returns taskID etc.
func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
	responseBody, err := io.ReadAll(resp.Body)
	if err != nil {
		return "", nil, service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
	}
	_ = resp.Body.Close()

	var s submitResponse
	if err := json.Unmarshal(responseBody, &s); err != nil {
		return "", nil, service.TaskErrorWrapper(err, "unmarshal_response_failed", http.StatusInternalServerError)
	}
	if strings.TrimSpace(s.Name) == "" {
		return "", nil, service.TaskErrorWrapper(fmt.Errorf("missing operation name"), "invalid_response", http.StatusInternalServerError)
	}
	localID := encodeLocalTaskID(s.Name)
	c.JSON(http.StatusOK, gin.H{"task_id": localID})
	return localID, responseBody, nil
}

func (a *TaskAdaptor) GetModelList() []string { return []string{"veo-3.0-generate-001"} }
func (a *TaskAdaptor) GetChannelName() string { return "vertex" }

// FetchTask fetch task status
func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any, proxy string) (*http.Response, error) {
	taskID, ok := body["task_id"].(string)
	if !ok {
		return nil, fmt.Errorf("invalid task_id")
	}
	upstreamName, err := decodeLocalTaskID(taskID)
	if err != nil {
		return nil, fmt.Errorf("decode task_id failed: %w", err)
	}
	region := extractRegionFromOperationName(upstreamName)
	if region == "" {
		region = "us-central1"
	}
	project := extractProjectFromOperationName(upstreamName)
	modelName := extractModelFromOperationName(upstreamName)
	if project == "" || modelName == "" {
		return nil, fmt.Errorf("cannot extract project/model from operation name")
	}
	var url string
	if region == "global" {
		url = fmt.Sprintf("https://aiplatform.googleapis.com/v1/projects/%s/locations/global/publishers/google/models/%s:fetchPredictOperation", project, modelName)
	} else {
		url = fmt.Sprintf("https://%s-aiplatform.googleapis.com/v1/projects/%s/locations/%s/publishers/google/models/%s:fetchPredictOperation", region, project, region, modelName)
	}
	payload := map[string]string{"operationName": upstreamName}
	data, err := json.Marshal(payload)
	if err != nil {
		return nil, err
	}
	adc := &vertexcore.Credentials{}
	if err := json.Unmarshal([]byte(key), adc); err != nil {
		return nil, fmt.Errorf("failed to decode credentials: %w", err)
	}
	token, err := vertexcore.AcquireAccessToken(*adc, proxy)
	if err != nil {
		return nil, fmt.Errorf("failed to acquire access token: %w", err)
	}
	req, err := http.NewRequest(http.MethodPost, url, bytes.NewReader(data))
	if err != nil {
		return nil, err
	}
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("Accept", "application/json")
	req.Header.Set("Authorization", "Bearer "+token)
	req.Header.Set("x-goog-user-project", adc.ProjectID)
	client, err := service.GetHttpClientWithProxy(proxy)
	if err != nil {
		return nil, fmt.Errorf("new proxy http client failed: %w", err)
	}
	return client.Do(req)
}

func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
	var op operationResponse
	if err := json.Unmarshal(respBody, &op); err != nil {
		return nil, fmt.Errorf("unmarshal operation response failed: %w", err)
	}
	ti := &relaycommon.TaskInfo{}
	if op.Error.Message != "" {
		ti.Status = model.TaskStatusFailure
		ti.Reason = op.Error.Message
		ti.Progress = "100%"
		return ti, nil
	}
	if !op.Done {
		ti.Status = model.TaskStatusInProgress
		ti.Progress = "50%"
		return ti, nil
	}
	ti.Status = model.TaskStatusSuccess
	ti.Progress = "100%"
	if len(op.Response.Videos) > 0 {
		v0 := op.Response.Videos[0]
		if v0.BytesBase64Encoded != "" {
			mime := strings.TrimSpace(v0.MimeType)
			if mime == "" {
				enc := strings.TrimSpace(v0.Encoding)
				if enc == "" {
					enc = "mp4"
				}
				if strings.Contains(enc, "/") {
					mime = enc
				} else {
					mime = "video/" + enc
				}
			}
			ti.Url = "data:" + mime + ";base64," + v0.BytesBase64Encoded
			return ti, nil
		}
	}
	if op.Response.BytesBase64Encoded != "" {
		enc := strings.TrimSpace(op.Response.Encoding)
		if enc == "" {
			enc = "mp4"
		}
		mime := enc
		if !strings.Contains(enc, "/") {
			mime = "video/" + enc
		}
		ti.Url = "data:" + mime + ";base64," + op.Response.BytesBase64Encoded
		return ti, nil
	}
	if op.Response.Video != "" { // some variants use `video` as base64
		enc := strings.TrimSpace(op.Response.Encoding)
		if enc == "" {
			enc = "mp4"
		}
		mime := enc
		if !strings.Contains(enc, "/") {
			mime = "video/" + enc
		}
		ti.Url = "data:" + mime + ";base64," + op.Response.Video
		return ti, nil
	}
	return ti, nil
}

func (a *TaskAdaptor) ConvertToOpenAIVideo(task *model.Task) ([]byte, error) {
	upstreamName, err := decodeLocalTaskID(task.TaskID)
	if err != nil {
		upstreamName = ""
	}
	modelName := extractModelFromOperationName(upstreamName)
	if strings.TrimSpace(modelName) == "" {
		modelName = "veo-3.0-generate-001"
	}
	v := dto.NewOpenAIVideo()
	v.ID = task.TaskID
	v.Model = modelName
	v.Status = task.Status.ToVideoStatus()
	v.SetProgressStr(task.Progress)
	v.CreatedAt = task.CreatedAt
	v.CompletedAt = task.UpdatedAt
	if strings.HasPrefix(task.FailReason, "data:") && len(task.FailReason) > 0 {
		v.SetMetadata("url", task.FailReason)
	}

	return common.Marshal(v)
}

// ============================
// helpers
// ============================

func encodeLocalTaskID(name string) string {
	return base64.RawURLEncoding.EncodeToString([]byte(name))
}

func decodeLocalTaskID(local string) (string, error) {
	b, err := base64.RawURLEncoding.DecodeString(local)
	if err != nil {
		return "", err
	}
	return string(b), nil
}

var regionRe = regexp.MustCompile(`locations/([a-z0-9-]+)/`)

func extractRegionFromOperationName(name string) string {
	m := regionRe.FindStringSubmatch(name)
	if len(m) == 2 {
		return m[1]
	}
	return ""
}

var modelRe = regexp.MustCompile(`models/([^/]+)/operations/`)

func extractModelFromOperationName(name string) string {
	m := modelRe.FindStringSubmatch(name)
	if len(m) == 2 {
		return m[1]
	}
	idx := strings.Index(name, "models/")
	if idx >= 0 {
		s := name[idx+len("models/"):]
		if p := strings.Index(s, "/operations/"); p > 0 {
			return s[:p]
		}
	}
	return ""
}

var projectRe = regexp.MustCompile(`projects/([^/]+)/locations/`)

func extractProjectFromOperationName(name string) string {
	m := projectRe.FindStringSubmatch(name)
	if len(m) == 2 {
		return m[1]
	}
	return ""
}
