baodan/api/insurance/poster/image_generator.py

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Python
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2026-07-23 15:04:16 +08:00
"""海报图片生成器 — 调用 GPT image API + Pillow 降级方案。"""
import os
import base64
import logging
logger = logging.getLogger(__name__)
# 用户尺寸 → API 尺寸映射
SIZE_MAP = {
"1080x1920": "1024x1792",
"900x500": "1792x1024",
"1080x1080": "1024x1024",
"800x1200": "1024x1792",
}
class PosterImageGenerator:
"""海报图片生成器,调用 GPT image 模型。"""
def __init__(self):
self.client = None
def _get_client(self):
if self.client is None:
import openai
self.client = openai.OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
return self.client
def build_prompt(self, template: dict = None, product: dict = None,
company: dict = None, copy: dict = None, size: str = "1024x1792") -> str:
"""组装完整的生图 prompt。"""
parts = [
"你是一位专业的保险营销海报设计师。请根据以下信息生成一张保险营销海报。",
"",
]
# 风格要求
if template:
parts.append("【风格要求】")
parts.append(template.get("styleDescription", ""))
if template.get("colorScheme"):
parts.append(f"配色方案:{template['colorScheme']}")
parts.append("")
# 产品信息
if product:
parts.append("【产品信息】")
parts.append(f"产品名称:{product.get('displayName', '')}")
parts.append(f"所属公司:{company.get('displayName', '') if company else ''}")
if product.get("manualParsedRules"):
rules = product["manualParsedRules"]
if isinstance(rules, str):
import json
try:
rules = json.loads(rules)
except Exception:
rules = {}
features = rules.get("features", [])
if features:
parts.append("产品亮点:" + "".join(f.get("title", "") for f in features[:3]))
parts.append("")
# 营销文案
if copy:
parts.append("【营销文案】")
if copy.get("headline"):
parts.append(f"标题:{copy['headline']}")
if copy.get("body"):
parts.append(f"正文:{copy['body']}")
if copy.get("call_to_action"):
parts.append(f"行动号召:{copy['call_to_action']}")
parts.append("")
# 输出要求
parts.append("【输出要求】")
parts.append(f"- 尺寸:{size} 像素")
parts.append("- 文字清晰可读,中文为主")
parts.append("- 符合保险行业专业风格")
parts.append("- 包含公司 Logo 位置(如有)")
return "\n".join(parts)
def generate(self, prompt: str, size: str = "1024x1792", reference_image: str = None) -> bytes:
"""调用 GPT image 模型生成海报图片。
返回:
PNG 图片的 bytes
"""
api_size = SIZE_MAP.get(size, "1024x1792")
client = self._get_client()
kwargs = {
"model": "gpt-image-1",
"prompt": prompt,
"n": 1,
"size": api_size,
}
# 如果有参考图,尝试传入(仅允许 uploads 目录下的文件)
uploads_root = os.path.abspath("uploads")
if reference_image and os.path.exists(reference_image):
ref_abs = os.path.abspath(reference_image)
if not ref_abs.startswith(uploads_root):
logger.warning(f"参考图路径不在允许目录: {reference_image}")
reference_image = None
try:
with open(reference_image, "rb") as img_file:
response = client.images.edit(
model="gpt-image-1",
image=img_file,
prompt=prompt,
n=1,
size=api_size,
)
image_base64 = response.data[0].b64_json
return base64.b64decode(image_base64)
except Exception as e:
logger.warning(f"参考图 edit 失败,降级为纯 prompt 生成: {e}")
response = client.images.generate(**kwargs)
image_base64 = response.data[0].b64_json
return base64.b64decode(image_base64)
def generate_fallback(copy_content: dict, size: str = "1024x1792") -> bytes:
"""降级方案:使用 Pillow 生成基础排版图。"""
from PIL import Image, ImageDraw, ImageFont
w, h = 1024, 1792
if "x" in size:
try:
parts = size.split("x")
w, h = int(parts[0]), int(parts[1])
except Exception:
pass
# 缩放到 API 支持的尺寸
w, h = min(w, 1792), min(h, 1792)
img = Image.new("RGB", (w, h), color=(26, 26, 46))
draw = ImageDraw.Draw(img)
# 简单排版
headline = copy_content.get("headline", "")
body = copy_content.get("body", "")
cta = copy_content.get("call_to_action", "")
# 尝试加载支持中文的字体
chinese_fonts = [
"/usr/share/fonts/truetype/noto/NotoSansCJK-Regular.ttc",
"/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc",
"/usr/share/fonts/noto-cjk/NotoSansCJK-Regular.ttc",
"/usr/share/fonts/truetype/wqy/wqy-zenhei.ttc",
"/usr/share/fonts/wqy-zenhei/wqy-zenhei.ttc",
"C:/Windows/Fonts/msyh.ttc", # Windows 微软雅黑
"C:/Windows/Fonts/simsun.ttc", # Windows 宋体
]
font_large = font_medium = font_small = None
for font_path in chinese_fonts:
if os.path.exists(font_path):
try:
font_large = ImageFont.truetype(font_path, 48)
font_medium = ImageFont.truetype(font_path, 28)
font_small = ImageFont.truetype(font_path, 22)
break
except Exception:
continue
if font_large is None:
font_large = ImageFont.load_default()
font_medium = ImageFont.load_default()
font_small = ImageFont.load_default()
# 绘制文字
y = h // 4
if headline:
draw.text((w // 2, y), headline, fill="white", font=font_large, anchor="mm")
y += 80
if body:
# 简单换行
for line in body.split("\n")[:4]:
draw.text((w // 2, y), line, fill=(200, 200, 200), font=font_medium, anchor="mm")
y += 40
if cta:
draw.text((w // 2, h - 200), cta, fill=(102, 126, 234), font=font_small, anchor="mm")
import io
buf = io.BytesIO()
img.save(buf, format="PNG")
return buf.getvalue()