AiDA_Python/app/api/api_image2sketch.py

import json
import logging
import time

from fastapi import APIRouter, HTTPException

from app.schemas.image2sketch import Image2SketchModel
from app.schemas.response_template import ResponseModel
from app.service.image2sketch_2.server import processing_pipeline

router = APIRouter()
logger = logging.getLogger()


@router.post("/image2sketch")
def image2sketch(request_item: Image2SketchModel):
    """
        创建一个具有以下参数的请求体:
        - **image_url**: 提取图片url
        - **style_image_url**:  被模仿sketch图片url
        - **default_style**:  默认风格 粗1，、中2、细3
        - **sketch_bucket**: sketch保存的bucket
        - **sketch_name**: sketch保存的object name

        示例参数：
        {
          "image_url": "test/image2sketch/real_Dress_3200fecdc83d0c556c2bd96aedbd7fbf.jpg_Img.jpg",
          "default_style": 0,
          "sketch_bucket": "test",
          "sketch_name": "image2sketch/test.png"
        }
    """
    try:
        start_time = time.time()
        logger.info(f"image2sketch request item is : @@@@@@:{json.dumps(request_item.dict())}")
        sketch_url = processing_pipeline(
            image_url=request_item.image_url,
            thickness=request_item.default_style,
            sketch_bucket=request_item.sketch_bucket,
            sketch_name=request_item.sketch_name
        )
        logger.info(f"run time is : {time.time() - start_time}")
    except Exception as e:
        logger.warning(f"image2sketch Run Exception @@@@@@:{e}")
        raise HTTPException(status_code=404, detail=str(e))
    return ResponseModel(data=sketch_url)