package client

import (
	"bytes"
	"encoding/base64"
	"encoding/json"
	"errors"
	"fmt"
	"io"
	"log"
	"net/http"
	"os"
	"path/filepath"
	"screenmark/screenmark/.gen/haystack/haystack/model"
)

type ImageInfo struct {
	Tags  []string `json:"tags"`
	Text  []string `json:"text"`
	Links []string `json:"links"`

	Locations []model.Locations `json:"locations"`
	Events    []model.Events    `json:"events"`
}

type ResponseFormat struct {
	Type       string `json:"type"`
	JsonSchema any    `json:"json_schema"`
}

type AgentRequestBody struct {
	Model          string         `json:"model"`
	Temperature    float64        `json:"temperature"`
	ResponseFormat ResponseFormat `json:"response_format"`

	Tools      *any    `json:"tools,omitempty"`
	ToolChoice *string `json:"tool_choice,omitempty"`

	// ParallelToolCalls *bool `json:"parallel_tool_calls,omitempty"`

	AgentMessages
}

type AgentMessages struct {
	Messages []AgentMessage `json:"messages"`
}

type AgentMessage interface {
	MessageToJson() ([]byte, error)
}

type AgentTextMessage struct {
	Role       string `json:"role"`
	Content    string `json:"content"`
	ToolCallId string `json:"tool_call_id,omitempty"`
	Name       string `json:"name,omitempty"`
}

func (textContent AgentTextMessage) MessageToJson() ([]byte, error) {
	// TODO: Validate the `Role`.
	return json.Marshal(textContent)
}

type ToolCall struct {
	Index    int          `json:"index"`
	Id       string       `json:"id"`
	Function FunctionCall `json:"function"`
}

type FunctionCall struct {
	Name      string `json:"name"`
	Arguments string `json:"arguments"`
}

type AgentAssistantToolCall struct {
	Role      string     `json:"role"`
	Content   string     `json:"content"`
	ToolCalls []ToolCall `json:"tool_calls"`
}

func (toolCall AgentAssistantToolCall) MessageToJson() ([]byte, error) {
	return json.Marshal(toolCall)
}

type AgentArrayMessage struct {
	Role    string         `json:"role"`
	Content []AgentContent `json:"content"`
}

func (arrayContent AgentArrayMessage) MessageToJson() ([]byte, error) {
	return json.Marshal(arrayContent)
}

func (content *AgentMessages) AddText(message AgentTextMessage) {
	content.Messages = append(content.Messages, message)
}

func (content *AgentMessages) AddToolCall(toolCall AgentAssistantToolCall) {
	content.Messages = append(content.Messages, toolCall)
}

func (content *AgentMessages) AddImage(imageName string, image []byte) error {
	extension := filepath.Ext(imageName)
	if len(extension) == 0 {
		// TODO: could also validate for image types we support.
		return errors.New("Image does not have extension")
	}

	extension = extension[1:]

	encodedString := base64.StdEncoding.EncodeToString(image)

	arrayMessage := AgentArrayMessage{Role: ROLE_USER, Content: make([]AgentContent, 1)}
	arrayMessage.Content[0] = AgentImage{
		ImageType: IMAGE_TYPE,
		ImageUrl:  fmt.Sprintf("data:image/%s;base64,%s", extension, encodedString),
	}

	content.Messages = append(content.Messages, arrayMessage)

	return nil
}

func (content *AgentMessages) AddSystem(prompt string) error {
	if len(content.Messages) != 0 {
		return errors.New("You can only add a system prompt at the beginning")
	}

	content.Messages = append(content.Messages, AgentTextMessage{
		Role:    ROLE_SYSTEM,
		Content: prompt,
	})

	return nil
}

type AgentContent interface {
	ToJson() ([]byte, error)
}

type ImageUrl struct {
	Url string `json:"url"`
}

type AgentImage struct {
	ImageType string `json:"type"`
	ImageUrl  string `json:"image_url"`
}

func (imageMessage AgentImage) ToJson() ([]byte, error) {
	imageMessage.ImageType = IMAGE_TYPE
	return json.Marshal(imageMessage)
}

type AiClient interface {
	GetImageInfo(imageName string, imageData []byte) (ImageInfo, error)
}

type ResponseChoiceMessage struct {
	Role      string     `json:"role"`
	Content   string     `json:"content"`
	ToolCalls []ToolCall `json:"tool_calls"`
}

type ResponseChoice struct {
	Index        int                   `json:"index"`
	Message      ResponseChoiceMessage `json:"message"`
	FinishReason string                `json:"finish_reason"`
}

type AgentResponse struct {
	Id      string           `json:"id"`
	Object  string           `json:"object"`
	Choices []ResponseChoice `json:"choices"`
	Created int              `json:"created"`
}

type AgentClient struct {
	url            string
	apiKey         string
	systemPrompt   string
	responseFormat string

	ToolHandler ToolsHandlers

	Do func(req *http.Request) (*http.Response, error)
}

const OPENAI_API_KEY = "OPENAI_API_KEY"
const ROLE_USER = "user"
const ROLE_SYSTEM = "system"
const IMAGE_TYPE = "image_url"

func CreateAgentClient(prompt string) (AgentClient, error) {
	apiKey := os.Getenv(OPENAI_API_KEY)

	if len(apiKey) == 0 {
		return AgentClient{}, errors.New(OPENAI_API_KEY + " was not found.")
	}

	return AgentClient{
		apiKey:       apiKey,
		url:          "https://api.mistral.ai/v1/chat/completions",
		systemPrompt: prompt,
		Do: func(req *http.Request) (*http.Response, error) {
			client := &http.Client{}
			return client.Do(req)
		},
	}, nil
}

func (client AgentClient) getRequest(body []byte) (*http.Request, error) {
	req, err := http.NewRequest("POST", client.url, bytes.NewBuffer(body))
	if err != nil {
		return req, err
	}

	req.Header.Add("Authorization", "Bearer "+client.apiKey)
	req.Header.Add("Content-Type", "application/json")

	return req, nil
}

func (client AgentClient) Request(request *AgentRequestBody) (AgentResponse, error) {
	jsonAiRequest, err := json.Marshal(request)
	if err != nil {
		return AgentResponse{}, err
	}

	httpRequest, err := client.getRequest(jsonAiRequest)
	if err != nil {
		return AgentResponse{}, err
	}

	resp, err := client.Do(httpRequest)
	if err != nil {
		return AgentResponse{}, err
	}

	response, err := io.ReadAll(resp.Body)
	if err != nil {
		return AgentResponse{}, err
	}

	agentResponse := AgentResponse{}
	err = json.Unmarshal(response, &agentResponse)

	if err != nil {
		return AgentResponse{}, err
	}

	log.Println(string(response))

	toolCalls := agentResponse.Choices[0].Message.ToolCalls
	if len(toolCalls) > 0 {
		// Should for sure be more flexible.
		request.AddToolCall(AgentAssistantToolCall{
			Role:      "assistant",
			Content:   "",
			ToolCalls: toolCalls,
		})
	}

	return agentResponse, nil
}

func (client AgentClient) Process(info ToolHandlerInfo, request AgentRequestBody) error {
	var err error

	for err == nil {
		log.Printf("Latest message: %+v\n", request.AgentMessages.Messages[len(request.AgentMessages.Messages)-1])

		response, requestError := client.Request(&request)
		if requestError != nil {
			return requestError
		}

		log.Println(response)

		a, innerErr := client.ToolHandler.Handle(info, &request)

		err = innerErr

		log.Println(a)
		log.Println("--------------------------")
	}

	return nil
}