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123 lines
4.8 KiB
Python
123 lines
4.8 KiB
Python
#!/usr/bin/env python3
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from __future__ import annotations
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import asyncio
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import base64
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import logging
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import os
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from typing import Any
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import aiohttp
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logger = logging.getLogger(__name__)
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GEMINI_API_KEY = "sk-8i7uYE0RtnQwDImV8a5f7014DcAb46F6BcEb72Df92218aC8"
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GEMINI_API_URL = "https://api.laozhang.ai/v1beta/models"
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GEMINI_MODEL = "gemini-3.1-flash-image-preview"
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GEMINI_IMAGE_SIZE = "4K"
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GEMINI_MAX_RETRIES = 3
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DEFAULT_PROMPT = (
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"提取印花图案,去褶皱并补齐缺失区域,生成完整清晰的平面图。"
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"严格保持原图元素位置、颜色和细节,不要改风格。"
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)
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class GeminiExtractStableService:
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def image_to_base64(self, image_path: str) -> str | None:
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try:
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if not os.path.exists(image_path):
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logger.error("文件不存在: %s", image_path)
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return None
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with open(image_path, "rb") as f:
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return base64.b64encode(f.read()).decode("utf-8")
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except Exception as e:
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logger.error("Base64转换失败: %s", e)
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return None
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async def extract_pattern(
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self,
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input_path: str,
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output_path: str,
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custom_prompt: str | None = None,
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aspect_ratio: str = "1:1",
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) -> tuple[bool, str, dict[str, Any]]:
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img64 = self.image_to_base64(input_path)
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if not img64:
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return False, "图片编码失败", {}
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prompt = custom_prompt or DEFAULT_PROMPT
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api_url = f"{GEMINI_API_URL}/{GEMINI_MODEL}:generateContent"
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valid_ratios = {"1:1", "9:16", "16:9", "3:4", "4:3", "3:2", "2:3", "5:4", "4:5"}
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image_config: dict[str, Any] = {"imageSize": GEMINI_IMAGE_SIZE}
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if aspect_ratio in valid_ratios:
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image_config["aspectRatio"] = aspect_ratio
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headers = {
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"Authorization": f"Bearer {GEMINI_API_KEY}",
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"Content-Type": "application/json",
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}
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payload = {
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"contents": [
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{
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"parts": [
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{"text": prompt},
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]
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}
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],
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"generationConfig": {
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"responseModalities": ["IMAGE"],
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"imageConfig": image_config,
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},
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}
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logger.info("[稳定作图] model=%s ratio=%s size=%s", GEMINI_MODEL, image_config.get("aspectRatio", "1:1"), GEMINI_IMAGE_SIZE)
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timeout = aiohttp.ClientTimeout(total=180, connect=30)
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for i in range(1, GEMINI_MAX_RETRIES + 1):
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try:
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logger.info("[稳定作图] 请求中 第%s/%s次", i, GEMINI_MAX_RETRIES)
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async with aiohttp.ClientSession(timeout=timeout) as session:
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async with session.post(api_url, headers=headers, json=payload) as resp:
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txt = await resp.text()
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if resp.status != 200:
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logger.error("[稳定作图] 请求失败 status=%s body=%s", resp.status, txt[:240])
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if i < GEMINI_MAX_RETRIES:
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await asyncio.sleep(i)
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continue
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return False, f"API失败:{resp.status}", {}
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result = await resp.json()
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try:
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parts = result["candidates"][0]["content"]["parts"]
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b64 = ""
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for p in parts:
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if "inlineData" in p and isinstance(p["inlineData"], dict):
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b64 = str(p["inlineData"].get("data", "") or "")
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if b64:
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break
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if not b64:
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logger.error("[稳定作图] 未找到 inlineData")
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return False, "未找到图片数据", {}
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image_data = base64.b64decode(b64)
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except Exception as e:
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logger.error("[稳定作图] 解析返回失败: %s", e)
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return False, f"解析失败:{e}", {}
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out_dir = os.path.dirname(output_path)
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if out_dir:
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os.makedirs(out_dir, exist_ok=True)
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with open(output_path, "wb") as f:
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f.write(image_data)
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logger.info("[稳定作图] 输出成功: %s", output_path)
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return True, "ok", {"output_path": output_path, "file_size": len(image_data), "api_used": "gemini_stable"}
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except Exception as e:
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logger.error("[稳定作图] 异常: %s", e)
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if i < GEMINI_MAX_RETRIES:
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await asyncio.sleep(i)
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continue
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return False, f"异常:{e}", {}
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return False, "未知失败", {}
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async def cleanup(self) -> None:
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return None
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