package openai

import (
	"encoding/json"
	"fmt"
	"strings"
	"sync/atomic"

	"nex/backend/internal/conversion"
	"nex/backend/internal/conversion/canonical"
)

// decodeRequest 将 OpenAI 请求解码为 Canonical 请求
func decodeRequest(body []byte) (*canonical.CanonicalRequest, error) {
	var req ChatCompletionRequest
	if err := json.Unmarshal(body, &req); err != nil {
		return nil, conversion.NewConversionError(conversion.ErrorCodeJSONParseError, "解析 OpenAI 请求失败").WithCause(err)
	}

	if strings.TrimSpace(req.Model) == "" {
		return nil, conversion.NewConversionError(conversion.ErrorCodeInvalidInput, "model 字段不能为空")
	}
	if len(req.Messages) == 0 {
		return nil, conversion.NewConversionError(conversion.ErrorCodeInvalidInput, "messages 字段不能为空")
	}

	// 废弃字段兼容
	decodeDeprecatedFields(&req)

	system, messages := decodeSystemPrompt(req.Messages)

	var canonicalMsgs []canonical.CanonicalMessage
	for _, msg := range messages {
		decoded, err := decodeMessage(msg)
		if err != nil {
			return nil, err
		}
		canonicalMsgs = append(canonicalMsgs, decoded...)
	}

	tools := decodeTools(req.Tools)
	toolChoice := decodeToolChoice(req.ToolChoice)
	params := decodeParameters(&req)
	outputFormat := decodeOutputFormat(req.ResponseFormat)
	thinking := decodeThinking(req.ReasoningEffort)

	var parallelToolUse *bool
	if req.ParallelToolCalls != nil {
		parallelToolUse = req.ParallelToolCalls
	}

	return &canonical.CanonicalRequest{
		Model:           req.Model,
		System:          system,
		Messages:        canonicalMsgs,
		Tools:           tools,
		ToolChoice:      toolChoice,
		Parameters:      params,
		Thinking:        thinking,
		Stream:          req.Stream,
		UserID:          req.User,
		OutputFormat:    outputFormat,
		ParallelToolUse: parallelToolUse,
	}, nil
}

// decodeSystemPrompt 提取 system 和 developer 消息
func decodeSystemPrompt(messages []Message) (any, []Message) {
	var systemParts []string
	var remaining []Message

	for _, msg := range messages {
		if msg.Role == "system" || msg.Role == "developer" {
			text := extractText(msg.Content)
			if text != "" {
				systemParts = append(systemParts, text)
			}
		} else {
			remaining = append(remaining, msg)
		}
	}

	if len(systemParts) == 0 {
		return nil, remaining
	}
	return strings.Join(systemParts, "\n\n"), remaining
}

// extractText 从 content 提取文本
func extractText(content any) string {
	switch v := content.(type) {
	case string:
		return v
	case []any:
		var parts []string
		for _, item := range v {
			if m, ok := item.(map[string]any); ok {
				if t, ok := m["type"].(string); ok && t == "text" {
					if text, ok := m["text"].(string); ok {
						parts = append(parts, text)
					}
				}
			}
		}
		return strings.Join(parts, "")
	case nil:
		return ""
	default:
		return fmt.Sprintf("%v", v)
	}
}

// decodeMessage 解码 OpenAI 消息
func decodeMessage(msg Message) ([]canonical.CanonicalMessage, error) {
	switch msg.Role {
	case "user":
		blocks := decodeUserContent(msg.Content)
		return []canonical.CanonicalMessage{{Role: canonical.RoleUser, Content: blocks}}, nil

	case "assistant":
		var blocks []canonical.ContentBlock
		// 处理 content
		if msg.Content != nil {
			switch v := msg.Content.(type) {
			case string:
				if v != "" {
					blocks = append(blocks, canonical.NewTextBlock(v))
				}
			default:
				parts := decodeContentParts(msg.Content)
				for _, p := range parts {
					if p.Type == "text" {
						blocks = append(blocks, canonical.NewTextBlock(p.Text))
					} else if p.Type == "refusal" {
						blocks = append(blocks, canonical.NewTextBlock(p.Refusal))
					}
				}
			}
		}
		// refusal 顶层字段
		if msg.Refusal != "" {
			blocks = append(blocks, canonical.NewTextBlock(msg.Refusal))
		}
		// reasoning_content 非标准字段
		if msg.ReasoningContent != "" {
			blocks = append(blocks, canonical.NewThinkingBlock(msg.ReasoningContent))
		}
		// tool_calls
		for _, tc := range msg.ToolCalls {
			var input json.RawMessage
			if tc.Type == "custom" && tc.Custom != nil {
				input = json.RawMessage(fmt.Sprintf("%q", tc.Custom.Input))
			} else if tc.Function != nil {
				parsed := json.RawMessage(tc.Function.Arguments)
				if !json.Valid(parsed) {
					parsed = json.RawMessage("{}")
				}
				input = parsed
			} else {
				input = json.RawMessage("{}")
			}
			name := ""
			if tc.Function != nil {
				name = tc.Function.Name
			} else if tc.Custom != nil {
				name = tc.Custom.Name
			}
			blocks = append(blocks, canonical.NewToolUseBlock(tc.ID, name, input))
		}
		// 已废弃 function_call
		if msg.FunctionCall != nil {
			input := json.RawMessage(msg.FunctionCall.Arguments)
			if !json.Valid(input) {
				input = json.RawMessage("{}")
			}
			blocks = append(blocks, canonical.NewToolUseBlock(generateID(), msg.FunctionCall.Name, input))
		}
		if len(blocks) == 0 {
			blocks = append(blocks, canonical.NewTextBlock(""))
		}
		return []canonical.CanonicalMessage{{Role: canonical.RoleAssistant, Content: blocks}}, nil

	case "tool":
		content := extractText(msg.Content)
		isErr := false
		block := canonical.ContentBlock{
			Type:      "tool_result",
			ToolUseID: msg.ToolCallID,
			Content:   json.RawMessage(fmt.Sprintf("%q", content)),
			IsError:   &isErr,
		}
		return []canonical.CanonicalMessage{{Role: canonical.RoleTool, Content: []canonical.ContentBlock{block}}}, nil

	case "function":
		content := extractText(msg.Content)
		isErr := false
		block := canonical.ContentBlock{
			Type:      "tool_result",
			ToolUseID: msg.Name,
			Content:   json.RawMessage(fmt.Sprintf("%q", content)),
			IsError:   &isErr,
		}
		return []canonical.CanonicalMessage{{Role: canonical.RoleTool, Content: []canonical.ContentBlock{block}}}, nil
	}

	return nil, nil
}

// decodeUserContent 解码用户内容
func decodeUserContent(content any) []canonical.ContentBlock {
	switch v := content.(type) {
	case string:
		return []canonical.ContentBlock{canonical.NewTextBlock(v)}
	case []any:
		var blocks []canonical.ContentBlock
		for _, item := range v {
			if m, ok := item.(map[string]any); ok {
				t, _ := m["type"].(string)
				switch t {
				case "text":
					text, _ := m["text"].(string)
					blocks = append(blocks, canonical.NewTextBlock(text))
				case "image_url":
					blocks = append(blocks, canonical.ContentBlock{Type: "image"})
				case "input_audio":
					blocks = append(blocks, canonical.ContentBlock{Type: "audio"})
				case "file":
					blocks = append(blocks, canonical.ContentBlock{Type: "file"})
				}
			}
		}
		if len(blocks) > 0 {
			return blocks
		}
		return []canonical.ContentBlock{canonical.NewTextBlock("")}
	case nil:
		return []canonical.ContentBlock{canonical.NewTextBlock("")}
	default:
		return []canonical.ContentBlock{canonical.NewTextBlock(fmt.Sprintf("%v", v))}
	}
}

// contentPart 内容部分
type contentPart struct {
	Type     string
	Text     string
	Refusal  string
}

// decodeContentParts 解码内容部分
func decodeContentParts(content any) []contentPart {
	parts, ok := content.([]any)
	if !ok {
		return nil
	}
	var result []contentPart
	for _, item := range parts {
		if m, ok := item.(map[string]any); ok {
			t, _ := m["type"].(string)
			switch t {
			case "text":
				text, _ := m["text"].(string)
				result = append(result, contentPart{Type: "text", Text: text})
			case "refusal":
				refusal, _ := m["refusal"].(string)
				result = append(result, contentPart{Type: "refusal", Refusal: refusal})
			}
		}
	}
	return result
}

// decodeTools 解码工具定义
func decodeTools(tools []Tool) []canonical.CanonicalTool {
	if len(tools) == 0 {
		return nil
	}
	var result []canonical.CanonicalTool
	for _, tool := range tools {
		if tool.Type == "function" && tool.Function != nil {
			result = append(result, canonical.CanonicalTool{
				Name:        tool.Function.Name,
				Description: tool.Function.Description,
				InputSchema: tool.Function.Parameters,
			})
		}
	}
	if len(result) == 0 {
		return nil
	}
	return result
}

// decodeToolChoice 解码工具选择
func decodeToolChoice(toolChoice any) *canonical.ToolChoice {
	if toolChoice == nil {
		return nil
	}
	switch v := toolChoice.(type) {
	case string:
		switch v {
		case "auto":
			return canonical.NewToolChoiceAuto()
		case "none":
			return canonical.NewToolChoiceNone()
		case "required":
			return canonical.NewToolChoiceAny()
		}
	case map[string]any:
		t, _ := v["type"].(string)
		switch t {
		case "function":
			if fn, ok := v["function"].(map[string]any); ok {
				name, _ := fn["name"].(string)
				return canonical.NewToolChoiceNamed(name)
			}
		case "custom":
			if custom, ok := v["custom"].(map[string]any); ok {
				name, _ := custom["name"].(string)
				return canonical.NewToolChoiceNamed(name)
			}
		case "allowed_tools":
			if at, ok := v["allowed_tools"].(map[string]any); ok {
				mode, _ := at["mode"].(string)
				if mode == "required" {
					return canonical.NewToolChoiceAny()
				}
				return canonical.NewToolChoiceAuto()
			}
			return canonical.NewToolChoiceAuto()
		}
	}
	return nil
}

// decodeParameters 解码请求参数
func decodeParameters(req *ChatCompletionRequest) canonical.RequestParameters {
	params := canonical.RequestParameters{
		Temperature:      req.Temperature,
		TopP:             req.TopP,
		FrequencyPenalty: req.FrequencyPenalty,
		PresencePenalty:  req.PresencePenalty,
	}
	if req.MaxCompletionTokens != nil {
		params.MaxTokens = req.MaxCompletionTokens
	} else if req.MaxTokens != nil {
		params.MaxTokens = req.MaxTokens
	}
	if req.Stop != nil {
		params.StopSequences = normalizeStop(req.Stop)
	}
	return params
}

// normalizeStop 规范化 stop 参数
func normalizeStop(stop any) []string {
	switch v := stop.(type) {
	case string:
		if v == "" {
			return nil
		}
		return []string{v}
	case []any:
		var result []string
		for _, s := range v {
			if str, ok := s.(string); ok && str != "" {
				result = append(result, str)
			}
		}
		if len(result) == 0 {
			return nil
		}
		return result
	case []string:
		return v
	}
	return nil
}

// decodeOutputFormat 解码输出格式
func decodeOutputFormat(format *ResponseFormat) *canonical.OutputFormat {
	if format == nil {
		return nil
	}
	switch format.Type {
	case "json_object":
		return &canonical.OutputFormat{Type: "json_object"}
	case "json_schema":
		if format.JSONSchema != nil {
			return &canonical.OutputFormat{
				Type:   "json_schema",
				Name:   format.JSONSchema.Name,
				Schema: format.JSONSchema.Schema,
				Strict: format.JSONSchema.Strict,
			}
		}
		return &canonical.OutputFormat{Type: "json_schema"}
	case "text":
		return nil
	}
	return nil
}

// decodeThinking 解码推理配置
func decodeThinking(reasoningEffort string) *canonical.ThinkingConfig {
	if reasoningEffort == "" {
		return nil
	}
	if reasoningEffort == "none" {
		return &canonical.ThinkingConfig{Type: "disabled"}
	}
	effort := reasoningEffort
	if effort == "minimal" {
		effort = "low"
	}
	return &canonical.ThinkingConfig{Type: "enabled", Effort: effort}
}

// decodeDeprecatedFields 废弃字段兼容
func decodeDeprecatedFields(req *ChatCompletionRequest) {
	if len(req.Tools) == 0 && len(req.Functions) > 0 {
		req.Tools = make([]Tool, len(req.Functions))
		for i, f := range req.Functions {
			req.Tools[i] = Tool{
				Type: "function",
				Function: &FunctionDef{
					Name:        f.Name,
					Description: f.Description,
					Parameters:  f.Parameters,
				},
			}
		}
	}
	if req.ToolChoice == nil && req.FunctionCall != nil {
		switch v := req.FunctionCall.(type) {
		case string:
			switch v {
			case "none":
				req.ToolChoice = "none"
			case "auto":
				req.ToolChoice = "auto"
			}
		case map[string]any:
			if name, ok := v["name"].(string); ok {
				req.ToolChoice = map[string]any{
					"type": "function",
					"function": map[string]any{"name": name},
				}
			}
		}
	}
}

// decodeResponse 将 OpenAI 响应解码为 Canonical 响应
func decodeResponse(body []byte) (*canonical.CanonicalResponse, error) {
	var resp ChatCompletionResponse
	if err := json.Unmarshal(body, &resp); err != nil {
		return nil, conversion.NewConversionError(conversion.ErrorCodeJSONParseError, "解析 OpenAI 响应失败").WithCause(err)
	}

	if len(resp.Choices) == 0 {
		return &canonical.CanonicalResponse{
			ID:      resp.ID,
			Model:   resp.Model,
			Content: []canonical.ContentBlock{canonical.NewTextBlock("")},
			Usage:   canonical.CanonicalUsage{},
		}, nil
	}

	choice := resp.Choices[0]
	var blocks []canonical.ContentBlock

	if choice.Message != nil {
		if choice.Message.Content != nil {
			text := extractText(choice.Message.Content)
			if text != "" {
				blocks = append(blocks, canonical.NewTextBlock(text))
			}
		}
		if choice.Message.Refusal != "" {
			blocks = append(blocks, canonical.NewTextBlock(choice.Message.Refusal))
		}
		if choice.Message.ReasoningContent != "" {
			blocks = append(blocks, canonical.NewThinkingBlock(choice.Message.ReasoningContent))
		}
		for _, tc := range choice.Message.ToolCalls {
			var input json.RawMessage
			name := ""
			if tc.Type == "custom" && tc.Custom != nil {
				input = json.RawMessage(fmt.Sprintf("%q", tc.Custom.Input))
				name = tc.Custom.Name
			} else if tc.Function != nil {
				input = json.RawMessage(tc.Function.Arguments)
				if !json.Valid(input) {
					input = json.RawMessage("{}")
				}
				name = tc.Function.Name
			} else {
				input = json.RawMessage("{}")
			}
			blocks = append(blocks, canonical.NewToolUseBlock(tc.ID, name, input))
		}
	}

	if len(blocks) == 0 {
		blocks = append(blocks, canonical.NewTextBlock(""))
	}

	var stopReason *canonical.StopReason
	if choice.FinishReason != nil {
		sr := mapFinishReason(*choice.FinishReason)
		stopReason = &sr
	}

	return &canonical.CanonicalResponse{
		ID:         resp.ID,
		Model:      resp.Model,
		Content:    blocks,
		StopReason: stopReason,
		Usage:      decodeUsage(resp.Usage),
	}, nil
}

// mapFinishReason 映射结束原因
func mapFinishReason(reason string) canonical.StopReason {
	switch reason {
	case "stop":
		return canonical.StopReasonEndTurn
	case "length":
		return canonical.StopReasonMaxTokens
	case "tool_calls":
		return canonical.StopReasonToolUse
	case "function_call":
		return canonical.StopReasonToolUse
	case "content_filter":
		return canonical.StopReasonContentFilter
	default:
		return canonical.StopReasonEndTurn
	}
}

// decodeUsage 解码用量
func decodeUsage(usage *Usage) canonical.CanonicalUsage {
	if usage == nil {
		return canonical.CanonicalUsage{}
	}
	result := canonical.CanonicalUsage{
		InputTokens:  usage.PromptTokens,
		OutputTokens: usage.CompletionTokens,
	}
	if usage.PromptTokensDetails != nil && usage.PromptTokensDetails.CachedTokens > 0 {
		val := usage.PromptTokensDetails.CachedTokens
		result.CacheReadTokens = &val
	}
	if usage.CompletionTokensDetails != nil && usage.CompletionTokensDetails.ReasoningTokens > 0 {
		val := usage.CompletionTokensDetails.ReasoningTokens
		result.ReasoningTokens = &val
	}
	return result
}

// decodeModelsResponse 解码模型列表响应
func decodeModelsResponse(body []byte) (*canonical.CanonicalModelList, error) {
	var resp ModelsResponse
	if err := json.Unmarshal(body, &resp); err != nil {
		return nil, err
	}
	models := make([]canonical.CanonicalModel, len(resp.Data))
	for i, m := range resp.Data {
		models[i] = canonical.CanonicalModel{
			ID:      m.ID,
			Name:    m.ID,
			Created: m.Created,
			OwnedBy: m.OwnedBy,
		}
	}
	return &canonical.CanonicalModelList{Models: models}, nil
}

// decodeModelInfoResponse 解码模型详情响应
func decodeModelInfoResponse(body []byte) (*canonical.CanonicalModelInfo, error) {
	var resp ModelInfoResponse
	if err := json.Unmarshal(body, &resp); err != nil {
		return nil, err
	}
	return &canonical.CanonicalModelInfo{
		ID:      resp.ID,
		Name:    resp.ID,
		Created: resp.Created,
		OwnedBy: resp.OwnedBy,
	}, nil
}

// decodeEmbeddingRequest 解码嵌入请求
func decodeEmbeddingRequest(body []byte) (*canonical.CanonicalEmbeddingRequest, error) {
	var req EmbeddingRequest
	if err := json.Unmarshal(body, &req); err != nil {
		return nil, err
	}
	return &canonical.CanonicalEmbeddingRequest{
		Model:          req.Model,
		Input:          req.Input,
		EncodingFormat: req.EncodingFormat,
		Dimensions:     req.Dimensions,
	}, nil
}

// decodeEmbeddingResponse 解码嵌入响应
func decodeEmbeddingResponse(body []byte) (*canonical.CanonicalEmbeddingResponse, error) {
	var resp EmbeddingResponse
	if err := json.Unmarshal(body, &resp); err != nil {
		return nil, err
	}
	data := make([]canonical.EmbeddingData, len(resp.Data))
	for i, d := range resp.Data {
		data[i] = canonical.EmbeddingData{Index: d.Index, Embedding: d.Embedding}
	}
	return &canonical.CanonicalEmbeddingResponse{
		Data:  data,
		Model: resp.Model,
		Usage: canonical.EmbeddingUsage{
			PromptTokens: resp.Usage.PromptTokens,
			TotalTokens:  resp.Usage.TotalTokens,
		},
	}, nil
}

// decodeRerankRequest 解码重排序请求
func decodeRerankRequest(body []byte) (*canonical.CanonicalRerankRequest, error) {
	var req RerankRequest
	if err := json.Unmarshal(body, &req); err != nil {
		return nil, err
	}
	return &canonical.CanonicalRerankRequest{
		Model:           req.Model,
		Query:           req.Query,
		Documents:       req.Documents,
		TopN:            req.TopN,
		ReturnDocuments: req.ReturnDocuments,
	}, nil
}

// decodeRerankResponse 解码重排序响应
func decodeRerankResponse(body []byte) (*canonical.CanonicalRerankResponse, error) {
	var resp RerankResponse
	if err := json.Unmarshal(body, &resp); err != nil {
		return nil, err
	}
	results := make([]canonical.RerankResult, len(resp.Results))
	for i, r := range resp.Results {
		results[i] = canonical.RerankResult{
			Index:          r.Index,
			RelevanceScore: r.RelevanceScore,
			Document:       r.Document,
		}
	}
	return &canonical.CanonicalRerankResponse{Results: results, Model: resp.Model}, nil
}

// generateID 生成唯一 ID
func generateID() string {
	return fmt.Sprintf("call_%d", generateCounter())
}

var idCounter int64

func generateCounter() int64 {
	return atomic.AddInt64(&idCounter, 1)
}