import base64
import io
import os
import re
import requests
from PIL import Image
import pollinations as ai

def extract_summary(text):
    text = text.replace("#", "").strip().lower()
    match = re.search(r"summary(.*?)highlights", text, re.DOTALL)
    if match:
        return match.group(1).strip()
    return text

def fix_base64_padding(data):
    missing_padding = len(data) % 4
    if missing_padding:
        data += "=" * (4 - missing_padding)
    return data

def generate_image(title, summary):
    try:
        extracted_summary = extract_summary(summary)
        prompt = f"{title.strip()}: {extracted_summary.strip()}"
        model_obj = ai.ImageModel(
            model=ai.flux_pro,
            width=1280,
            height=720,
            seed=2342342340,
            enhance=True,
            nologo=True
        )
        image = model_obj.generate(
            prompt=prompt,
            negative="low quality, blurry, pixelated, bad anatomy, bad hands, three hands, three legs, bad arms, missing legs, missing arms, poorly drawn face, poorly rendered hands, bad face, fused face, cloned face, worst face, three crus, extra crus, fused crus, worst feet, three feet, fused feet, fused thigh, three thigh, extra thigh, worst thigh, missing fingers, extra fingers, ugly fingers, long fingers, bad composition, horn, extra eyes, huge eyes, 2girl, amputation, disconnected limbs, cartoon, cg, 3d, unreal, animate, cgi, render, artwork, illustration, 3d render, cinema 4d, artstation, octane render, mutated body parts, painting, oil painting, 2d, sketch, bad photography, bad photo, deviant art, aberrations, abstract, anime, black and white, collapsed, conjoined, creative, drawing, extra windows, harsh lighting, jpeg artifacts, low saturation, monochrome, multiple levels, overexposed, oversaturated, photoshop, rotten, surreal, twisted, UI, underexposed, unnatural, unreal engine, unrealistic, video game, deformed body features",
            save=True,
            file="image.png"
        )
        if type(image) == str:
            print(f"An error occurred during image generation: {image}")
            return None
        image_url = image.params.get("url")
        if image_url:
            img_data = requests.get(image_url, timeout=60).content
            base64_encoded = base64.b64encode(img_data).decode("utf-8")
            return f"data:image/png;base64,{base64_encoded}"
        return None
    except Exception as e:
        print(f"An error occurred during image generation: {e}")
        return None

def verify_image(image_data):
    try:
        image_stream = io.BytesIO(image_data)
        img = Image.open(image_stream)
        img.verify()
        return True
    except Exception as e:
        print(f"Error verifying image: {e}")
        return False

def upload_image(data_uri, api_key):
    image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    try:
        base64_image = fix_base64_padding(data_uri.split(",")[1])
        url = f"https://api.imgbb.com/1/upload?key={api_key}"
        response = requests.post(url, data={"image": base64_image}, timeout=60).json()
        if response.get("status") == 200:
            image_url = response["data"]["display_url"]
        else:
            print(f"Error uploading image: {response}")
            image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    except Exception as e:
        print(f"Error uploading image: {e}")
        image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    finally:
        return image_url

def fetch_image(title, summary, api_key):
    image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    try:
        data_uri = generate_image(title, summary)
        if data_uri:
            base64_image = fix_base64_padding(data_uri.split(",")[1])
            image_data = base64.b64decode(base64_image)
            if verify_image(image_data):
                image_url = upload_image(data_uri, api_key)
        else:
            image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    except Exception as e:
        print(f"Error fetching image: {e}")
        image_url = "https://i.ibb.co/TBJqggw/Image-Not-Found.jpg"
    finally:
        if os.path.exists("image.png"):
            os.remove("image.png")
        return image_url