import time
import uuid

from google import genai
from google.genai import types
import base64

from app.core.config import settings
from app.core.logger import get_image_create_logger
from app.core.uploader import ImageUploaderFactory
from app.schemas.openai_models import ImageGenerationRequest

logger = get_image_create_logger()


class ImageCreateService:
    def __init__(self, aspect_ratio="1:1"):
        self.image_model = settings.CREATE_IMAGE_MODEL
        self.paid_key = settings.PAID_KEY
        self.aspect_ratio = aspect_ratio

    def parse_prompt_parameters(self, prompt: str) -> tuple:
        """从prompt中解析参数
        支持的格式:
        - {n:数量} 例如: {n:2} 生成2张图片
        - {ratio:比例} 例如: {ratio:16:9} 使用16:9比例
        """
        import re
        
        # 默认值
        n = 1
        aspect_ratio = self.aspect_ratio
        
        # 解析n参数
        n_match = re.search(r'{n:(\d+)}', prompt)
        if n_match:
            n = int(n_match.group(1))
            if n < 1 or n > 4:
                raise ValueError(f"Invalid n value: {n}. Must be between 1 and 4.")
            prompt = prompt.replace(n_match.group(0), '').strip()
            
        # 解析ratio参数    
        ratio_match = re.search(r'{ratio:(\d+:\d+)}', prompt)
        if ratio_match:
            aspect_ratio = ratio_match.group(1)
            valid_ratios = ["1:1", "3:4", "4:3", "9:16", "16:9"]
            if aspect_ratio not in valid_ratios:
                raise ValueError(
                    f"Invalid ratio: {aspect_ratio}. Must be one of: {', '.join(valid_ratios)}"
                )
            prompt = prompt.replace(ratio_match.group(0), '').strip()
            
        return prompt, n, aspect_ratio

    def generate_images(self, request: ImageGenerationRequest):
        client = genai.Client(api_key=self.paid_key)
        
        if request.size == "1024x1024":
            self.aspect_ratio = "1:1"
        elif request.size == "1792x1024":
            self.aspect_ratio = "16:9"
        elif request.size == "1027x1792":
            self.aspect_ratio = "9:16"
        else:
            raise ValueError(
                f"Invalid size: {request.size}. Supported sizes are 1024x1024, 1792x1024, and 1024x1792."
            )

        # 解析prompt中的参数
        cleaned_prompt, prompt_n, prompt_ratio = self.parse_prompt_parameters(request.prompt)
        request.prompt = cleaned_prompt
        
        # 如果prompt中指定了n，则覆盖请求中的n
        if prompt_n > 1:
            request.n = prompt_n
            
        # 如果prompt中指定了ratio，则覆盖默认的aspect_ratio
        if prompt_ratio != self.aspect_ratio:
            self.aspect_ratio = prompt_ratio

        response = client.models.generate_images(
            model=self.image_model,
            prompt=request.prompt,
            config=types.GenerateImagesConfig(
                number_of_images=request.n,
                output_mime_type="image/png",
                aspect_ratio=self.aspect_ratio,
                safety_filter_level="BLOCK_LOW_AND_ABOVE",
                person_generation="ALLOW_ADULT",
                # language="auto"
            ),
        )

        if response.generated_images:
            images_data = []
            for index, generated_image in enumerate(response.generated_images):
                image_data = generated_image.image.image_bytes
                image_uploader = None
                if settings.UPLOAD_PROVIDER  == "smms":
                    image_uploader = ImageUploaderFactory.create(provider=settings.UPLOAD_PROVIDER,api_key=settings.SMMS_SECRET_TOKEN)
                    current_date = time.strftime("%Y/%m/%d")
                    filename = f"{current_date}/{uuid.uuid4().hex[:8]}.png"
                    upload_response = image_uploader.upload(image_data,filename)
                    
                if request.response_format == "b64_json":
                    base64_image = base64.b64encode(image_data).decode('utf-8')
                    images_data.append({
                        "b64_json": base64_image,
                        "revised_prompt": request.prompt
                    })
                else:
                    images_data.append({
                        "url": f"{upload_response.data.url}",
                        "revised_prompt": request.prompt
                    })

            response_data = {
                "created": int(time.time()),  # Current timestamp
                "data": images_data
            }
            return response_data
        else:
            raise Exception("I can't generate these images")

    def generate_images_chat(self, request: ImageGenerationRequest) -> str:
        response = self.generate_images(request)
        image_datas = response["data"]
        if image_datas:
            markdown_images = []
            for index, image_data in enumerate(image_datas):
                if 'url' in image_data:
                    markdown_images.append(f"![Generated Image {index+1}]({image_data['url']})")
                else:
                    # 如果是base64格式，创建data URL
                    markdown_images.append(f"![Generated Image {index+1}](data:image/png;base64,{image_data['b64_json']})")
            return "\n".join(markdown_images)