import logging import threading import time import requests from minio import Minio from app.core.config import settings from app.service.design_fast.item import BodyItem, TopItem, BottomItem, OthersItem, TopMergeItem, BottomMergeItem, OthersMergeItem from app.service.design_fast.utils.organize import organize_body, organize_clothing, organize_others from app.service.design_fast.utils.progress import final_progress, update_progress from app.service.design_fast.utils.synthesis_item import synthesis, synthesis_single, update_base_size_priority, merge from app.service.utils.decorator import RunTime id_lock = threading.Lock() logger = logging.getLogger() minio_client = Minio(settings.MINIO_URL, access_key=settings.MINIO_ACCESS, secret_key=settings.MINIO_SECRET, secure=settings.MINIO_SECURE) def process_item(item, basic, design_type): # 1. 定义映射配置 # key 为 item_type 的小写，value 为对应的处理类 DESIGN_MAP = { "body": BodyItem, "blouse": TopItem, "outwear": TopItem, "dress": TopItem, "tops": TopItem, "skirt": BottomItem, "trousers": BottomItem, "bottoms": BottomItem, "others": OthersItem, } MERGE_MAP = { "body_merge": BodyItem, "blouse_merge": TopMergeItem, "outwear_merge": TopMergeItem, "dress_merge": TopMergeItem, "tops_merge": TopMergeItem, "skirt_merge": BottomMergeItem, "trousers_merge": BottomMergeItem, "bottoms_merge": BottomMergeItem, "others_merge": OthersMergeItem, } # 2. 根据 design_type 选择映射表 mapping = MERGE_MAP if design_type == "merge" else DESIGN_MAP if design_type == "merge": item_type_key = f"{item['type'].lower()}_merge" elif design_type == "default": item_type_key = item["type"].lower() else: item_type_key = item["type"].lower() handler_class = mapping.get(item_type_key) if not handler_class: raise NotImplementedError(f"Item type {item['type']} not implemented for design_type={design_type}") # 4. 统一实例化并执行 # 注意：这里假设所有 Item 类构造函数签名一致 server = handler_class(data=item, basic=basic, minio_client=minio_client) item_data = server.process() return item_data def process_layer(item, layers): # item处理结束后 对图层数据组装 if item["name"] == "mannequin": body_layer = organize_body(item) layers.append(body_layer) return item["body_image"].size elif item["name"] in ["others", "others_merge"]: front_layer, back_layer = organize_others(item) layers.append(front_layer) layers.append(back_layer) return None else: front_layer, back_layer = organize_clothing(item) layers.append(front_layer) layers.append(back_layer) return None @RunTime def design_generate(request_data): objects_data = request_data.dict()["objects"] process_id = request_data.dict()["process_id"] object_response = {} threads = [] active_threads = 0 lock = threading.Lock() total = len(objects_data) def process_object(step, object): nonlocal active_threads basic = object["basic"] items_response = {"layers": [], "objectSign": object["objectSign"] if "objectSign" in object.keys() else ""} design_type = basic.get("design_type", "default") if basic["single_overall"] == "overall": item_results = [] for item in object["items"]: item_results.append(process_item(item, basic, design_type)) layers = [] for item in item_results: process_layer(item, layers) layers = sorted(layers, key=lambda s: s.get("priority", float("inf"))) layers, new_size = update_base_size_priority(layers) # pattern_overall_image_url 、 pattern_print_image_url for lay in layers: items_response["layers"].append( { "image_category": "body" if lay["name"] == "mannequin" else lay["name"], "position": lay["position"], "priority": lay.get("priority", None), "resize_scale": lay["resize_scale"] if "resize_scale" in lay.keys() else None, "image_size": lay["image"] if lay["image"] is None else lay["image"].size, "gradient_string": lay["gradient_string"] if "gradient_string" in lay.keys() else "", "mask_url": lay["mask_url"], "image_url": lay["image_url"] if "image_url" in lay.keys() else None, "pattern_overall_image_url": ( lay["pattern_overall_image_url"] if "pattern_overall_image_url" in lay.keys() else None ), "pattern_print_image_url": lay["pattern_print_image_url"] if "pattern_print_image_url" in lay.keys() else None, "transpose": lay.get("transpose", None), "rotate": lay.get("rotate", None), # 'back_perspective_url': lay['back_perspective_url'] if 'back_perspective_url' in lay.keys() else None, } ) if basic.get("design_type") == "default": items_response["synthesis_url"] = synthesis(layers, new_size, basic) elif basic.get("design_type") == "merge": items_response["synthesis_url"] = merge(layers, new_size, basic) else: items_response["synthesis_url"] = synthesis(layers, new_size, basic) else: item_result = process_item(object["items"][0], basic, design_type) items_response["layers"].append( { "image_category": f"{item_result['name']}_front", "image_size": item_result["back_image"].size if item_result["back_image"] else None, "position": None, "priority": 0, "image_url": item_result["front_image_url"], "mask_url": item_result["mask_url"], "gradient_string": item_result["gradient_string"] if "gradient_string" in item_result.keys() else "", "pattern_overall_image_url": ( item_result["pattern_overall_image_url"] if "pattern_overall_image_url" in item_result.keys() else None ), "pattern_print_image_url": ( item_result["pattern_print_image_url"] if "pattern_print_image_url" in item_result.keys() else None ), } ) items_response["layers"].append( { "image_category": f"{item_result['name']}_back", "image_size": item_result["front_image"].size if item_result["front_image"] else None, "position": None, "priority": 0, "image_url": item_result["back_image_url"], "mask_url": item_result["mask_url"], "gradient_string": item_result["gradient_string"] if "gradient_string" in item_result.keys() else "", "pattern_overall_image_url": ( item_result["pattern_overall_image_url"] if "pattern_overall_image_url" in item_result.keys() else None ), "pattern_print_image_url": ( item_result["pattern_print_image_url"] if "pattern_print_image_url" in item_result.keys() else None ), } ) items_response["synthesis_url"] = synthesis_single(item_result["front_image"], item_result["back_image"]) update_progress(process_id, total) with lock: object_response[step] = items_response active_threads -= 1 for step, object in enumerate(objects_data): t = threading.Thread(target=process_object, args=(step, object)) threads.append(t) t.start() with lock: active_threads += 1 for t in threads: t.join() final_progress(process_id) return object_response @RunTime def design_generate_v2(request_data): objects_data = request_data.dict()["objects"] callback_url = request_data.callback_url request_id = request_data.requestId threads = [] def process_object(object, callback_url): basic = object["basic"] design_type = basic.get("design_type", "default") items_response = { "layers": [], "objectSign": object["objectSign"] if "objectSign" in object.keys() else "", "requestId": request_id, } if basic["single_overall"] == "overall": item_results = [] for item in object["items"]: item_results.append(process_item(item, basic, design_type)) layers = [] for item in item_results: process_layer(item, layers) layers = sorted(layers, key=lambda s: s.get("priority", float("inf"))) layers, new_size = update_base_size_priority(layers) for lay in layers: items_response["layers"].append( { "image_category": "body" if lay["name"] == "mannequin" else lay["name"], "position": lay["position"], "priority": lay.get("priority", None), "resize_scale": lay["resize_scale"] if "resize_scale" in lay.keys() else None, "image_size": lay["image"] if lay["image"] is None else lay["image"].size, "gradient_string": lay["gradient_string"] if "gradient_string" in lay.keys() else "", "mask_url": lay["mask_url"], "image_url": lay["image_url"] if "image_url" in lay.keys() else None, "pattern_overall_image_url": ( lay["pattern_overall_image_url"] if "pattern_overall_image_url" in lay.keys() else None ), "pattern_print_image_url": lay["pattern_print_image_url"] if "pattern_print_image_url" in lay.keys() else None, # 'back_perspective_url': lay['back_perspective_url'] if 'back_perspective_url' in lay.keys() else None, } ) items_response["synthesis_url"] = synthesis(layers, new_size, basic) else: item_result = process_item(object["items"][0], basic, design_type) items_response["layers"].append( { "image_category": f"{item_result['name']}_front", "image_size": item_result["back_image"].size if item_result["back_image"] else None, "position": None, "priority": 0, "image_url": item_result["front_image_url"], "mask_url": item_result["mask_url"], "gradient_string": item_result["gradient_string"] if "gradient_string" in item_result.keys() else "", "pattern_overall_image_url": ( item_result["pattern_overall_image_url"] if "pattern_overall_image_url" in item_result.keys() else None ), "pattern_print_image_url": ( item_result["pattern_print_image_url"] if "pattern_print_image_url" in item_result.keys() else None ), } ) items_response["layers"].append( { "image_category": f"{item_result['name']}_back", "image_size": item_result["front_image"].size if item_result["front_image"] else None, "position": None, "priority": 0, "image_url": item_result["back_image_url"], "mask_url": item_result["mask_url"], "gradient_string": item_result["gradient_string"] if "gradient_string" in item_result.keys() else "", "pattern_overall_image_url": ( item_result["pattern_overall_image_url"] if "pattern_overall_image_url" in item_result.keys() else None ), "pattern_print_image_url": ( item_result["pattern_print_image_url"] if "pattern_print_image_url" in item_result.keys() else None ), } ) items_response["synthesis_url"] = synthesis_single(item_result["front_image"], item_result["back_image"]) # 发送结果给java端 url = callback_url logger.info(f"java 回调 -> {url}") headers = { "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "User-Agent": "PostmanRuntime-ApipostRuntime/1.1.0", "Connection": "keep-alive", "Content-Type": "application/json", } # logger.info(items_response) response = post_request(url, json_data=items_response, headers=headers) if response: # 打印结果 logger.info(response.text) t.start() # 等待所有线程完成，释放局部变量（图片等大对象） for t in threads: t.join() def post_request(url, data=None, json_data=None, headers=None, auth=None, timeout=5): """ 发送POST请求的封装函数 :param url: 接口的URL地址 :param data: 要发送的数据（字典形式，用于表单数据等，会自动编码） :param json_data: 要发送的JSON数据（字典形式，会自动转换为JSON字符串） :param headers: 请求头字典 :param auth: 认证信息（如 ('username', 'password') 形式用于基本认证） :param timeout: 超时时间，单位为秒 :return: 返回接口的响应对象 """ try: response = requests.post(url, data=data, json=json_data, headers=headers, auth=auth, timeout=timeout) response.raise_for_status() # 如果请求失败，抛出异常 return response except requests.RequestException as e: print(f"POST请求出错: {e}") return None if __name__ == "__main__": object_data = { "objects": [ { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98419, "offset": [1, 1], "path": "aida-sys-image/images/female/dress/0825000526.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Dress", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98420, "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/903000127.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Skirt", }, { "color": "28 26 26", "icon": "none", "image_id": 69140, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001100.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 81604, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/outwear_p5_729.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 63964, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825001572.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 98421, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/blouse_506.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 98422, "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0628001244.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Trousers", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 79927, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000378.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 67473, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0825001350.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 80046, "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/0628001443.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Skirt", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 84148, "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0628000751.jpeg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Trousers", }, { "color": "28 26 26", "icon": "none", "image_id": 97321, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902000222.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 90718, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000314.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 86403, "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/0902000231.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Skirt", }, { "color": "28 26 26", "icon": "none", "image_id": 87135, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001315.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 87428, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0902000566.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98423, "offset": [1, 1], "path": "aida-sys-image/images/female/dress/0916001596.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Dress", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, { "basic": { "body_point_test": { "waistband_right": [203, 249], "hand_point_right": [229, 343], "waistband_left": [119, 248], "hand_point_left": [97, 343], "shoulder_left": [108, 107], "shoulder_right": [212, 107], }, "layer_order": False, "scale_bag": 0.7, "scale_earrings": 0.16, "self_template": True, "single_overall": "overall", "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 86345, "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000695.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 78743, "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001412.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 68988, "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0825000403.jpg", "print": { "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { "location": [[0.0, 0.0]], "print_angle_list": [0.0, 0.0], "print_path_list": [], "print_scale_list": [0.0, 0.0], }, "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, "resize_scale": [1.0, 1.0], "type": "Trousers", }, { "body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png", "image_id": 67277, "offset": [1, 1], "resize_scale": [1.0, 1.0], "type": "Body", }, ], }, ], "process_id": "123", } start_time = time.time() X = design_generate(object_data) print(time.time() - start_time) print(X)