diff --git a/.gitignore b/.gitignore index 800fc84..80e81d6 100644 --- a/.gitignore +++ b/.gitignore @@ -150,4 +150,5 @@ app/logs/* *.avi *.json *.env* -config.backup.py \ No newline at end of file +config.backup.py +*.pckl \ No newline at end of file diff --git a/app/core/config.py b/app/core/config.py index f3c1f69..38fed15 100644 --- a/app/core/config.py +++ b/app/core/config.py @@ -6,70 +6,67 @@ class Settings(BaseSettings): """ 应用配置类。Pydantic Settings 会自动从环境变量和 .env 文件中加载这些值。 """ - model_config = SettingsConfigDict( - env_file='.env', - env_file_encoding='utf-8', - # extra='ignore' # 忽略环境变量中多余的键 - ) + + model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8", extra="ignore") # 忽略环境变量中多余的键 # --- 服务端口配置信息 --- PORT: int = Field(default=8001, description="") # --- 服务环境 配置信息 --- - SERVE_ENV: str = Field(default='', description="") + SERVE_ENV: str = Field(default="", description="") # --- 开发状态 配置信息 --- DEBUG: bool = Field(default=False, description="") # --- 千问api 配置信息 --- QWEN_API_KEY: str = Field(default="", description="") # --- ComfyUI 配置信息 --- - COMFYUI_SERVER_ADDRESS: str = Field(default='', description="") + COMFYUI_SERVER_ADDRESS: str = Field(default="", description="") # --- minio 配置信息 --- - MINIO_URL: str = Field(default='', description="") - MINIO_ACCESS: str = Field(default='', description="") - MINIO_SECRET: str = Field(default='', description="") + MINIO_URL: str = Field(default="", description="") + MINIO_ACCESS: str = Field(default="", description="") + MINIO_SECRET: str = Field(default="", description="") MINIO_SECURE: bool = Field(default=True, description="") # --- redis 配置信息 --- - REDIS_HOST: str = Field(default='', description="") - REDIS_PORT: str = Field(default='', description="") + REDIS_HOST: str = Field(default="", description="") + REDIS_PORT: str = Field(default="", description="") REDIS_DB: int = Field(default=0, description="") # --- mysql 配置信息 --- - MYSQL_HOST: str = Field(default='', description="") + MYSQL_HOST: str = Field(default="", description="") MYSQL_PORT: int = Field(default=3306, description="") - MYSQL_USER: str = Field(default='', description="") - MYSQL_PASSWORD: str = Field(default='', description="") - MYSQL_DB: str = Field(default='', description="") - MYSQL_CHARSET: str = Field(default='utf8mb4', description="") + MYSQL_USER: str = Field(default="", description="") + MYSQL_PASSWORD: str = Field(default="", description="") + MYSQL_DB: str = Field(default="", description="") + MYSQL_CHARSET: str = Field(default="utf8mb4", description="") # --- rabbit-mq 配置信息 --- - MQ_HOST: str = Field(default='', description="") - MQ_PORT: str = Field(default='', description="") - MQ_USERNAME: str = Field(default='', description="") - MQ_PASSWORD: str = Field(default='', description="") - MQ_VIRTUAL_HOST: str = Field(default='/', description="") - MQ_ENV: str = Field(default='', description="") + MQ_HOST: str = Field(default="", description="") + MQ_PORT: str = Field(default="", description="") + MQ_USERNAME: str = Field(default="", description="") + MQ_PASSWORD: str = Field(default="", description="") + MQ_VIRTUAL_HOST: str = Field(default="/", description="") + MQ_ENV: str = Field(default="", description="") # --- milvus 配置信息 --- - MILVUS_URL: str = Field(default='', description="") - MILVUS_TOKEN: str = Field(default='', description="") - MILVUS_ALIAS: str = Field(default='', description="") + MILVUS_URL: str = Field(default="", description="") + MILVUS_TOKEN: str = Field(default="", description="") + MILVUS_ALIAS: str = Field(default="", description="") # --- ollama 配置信息 --- - CHROMADB_PATH: str = Field(default='', description="") + CHROMADB_PATH: str = Field(default="", description="") # --- ollama 配置信息 --- - OLLAMA_URL: str = Field(default='', description="") + OLLAMA_URL: str = Field(default="", description="") # --- Design Callback Java 接口 --- - JAVA_STREAM_API_URL: str = Field(default='', description="") + JAVA_STREAM_API_URL: str = Field(default="", description="") # --- flux2 klein model url --- - FLUX2_GEN_IMG_MODEL_URL: str = Field(default='', description="") + FLUX2_GEN_IMG_MODEL_URL: str = Field(default="", description="") # --- 服务器IP --- - A6000_SERVICE_HOST: str = Field(default='', description="") - B_4_X_4090_SERVICE_HOST: str = Field(default='', description="") + A6000_SERVICE_HOST: str = Field(default="", description="") + B_4_X_4090_SERVICE_HOST: str = Field(default="", description="") # --- 其他配置信息 以下均为Docker容器内配置--- LOGS_PATH: str = Field(default="/logs/", description="") @@ -77,6 +74,7 @@ class Settings(BaseSettings): SEG_CACHE_PATH: str = Field(default="/seg_cache/", description="") RECOMMEND_PATH_PREFIX: str = Field(default="/app/service/recommend/", description="") SERVE_PORT: int = Field(default=2010, description="") + sketch_to_garment_url: str = Field(default="", description="") settings = Settings() @@ -91,36 +89,49 @@ TABLE_CATEGORIES = { "female_blouse": "female/blouse", "male_tops": "male/tops", "male_bottoms": "male/bottoms", - "male_outwear": "male/outwear" + "male_outwear": "male/outwear", } # Design前后排优先级 PRIORITY_DICT = { - 'earring_front': 99, - 'bag_front': 98, - 'hairstyle_front': 97, - 'outwear_front': 20, - 'tops_front': 19, - 'dress_front': 18, - 'blouse_front': 17, - 'skirt_front': 16, - 'trousers_front': 15, - 'bottoms_front': 14, - 'shoes_right': 1, - 'shoes_left': 1, - 'body': 0, - 'bottoms_back': -14, - 'trousers_back': -15, - 'skirt_back': -16, - 'blouse_back': -17, - 'dress_back': -18, - 'tops_back': -19, - 'outwear_back': -20, - 'hairstyle_back': -97, - 'bag_back': -98, - 'earring_back': -99, + "earring_front": 99, + "bag_front": 98, + "hairstyle_front": 97, + "outwear_front": 20, + "tops_front": 19, + "dress_front": 18, + "blouse_front": 17, + "skirt_front": 16, + "trousers_front": 15, + "bottoms_front": 14, + "shoes_right": 1, + "shoes_left": 1, + "body": 0, + "bottoms_back": -14, + "trousers_back": -15, + "skirt_back": -16, + "blouse_back": -17, + "dress_back": -18, + "tops_back": -19, + "outwear_back": -20, + "hairstyle_back": -97, + "bag_back": -98, + "earring_back": -99, } # Design 关键点字段 -KEYPOINT_RESULT_TABLE_FIELD_SET = ('neckline_left', 'neckline_right', 'shoulder_left', 'shoulder_right', 'armpit_left', 'armpit_right', 'cuff_left_in', 'cuff_left_out', 'cuff_right_in', 'cuff_right_out', 'waistband_left', 'waistband_right') +KEYPOINT_RESULT_TABLE_FIELD_SET = ( + "neckline_left", + "neckline_right", + "shoulder_left", + "shoulder_right", + "armpit_left", + "armpit_right", + "cuff_left_in", + "cuff_left_out", + "cuff_right_in", + "cuff_right_out", + "waistband_left", + "waistband_right", +) # milvus配置信息 MILVUS_TABLE_KEYPOINT = "keypoint_cache_2" @@ -129,37 +140,37 @@ OLLAMA_URL = f"http://{settings.A6000_SERVICE_HOST}:11434/api/embeddings" """Triton Server Config""" # Design -DESIGN_MODEL_URL = f'{settings.A6000_SERVICE_HOST}:10000' -DESIGN_MODEL_NAME = 'seg_knet' +DESIGN_MODEL_URL = f"{settings.A6000_SERVICE_HOST}:10000" +DESIGN_MODEL_NAME = "seg_knet" # Seg Product -SEG_PRODUCT_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:30000' +SEG_PRODUCT_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:30000" # Generate Image -GI_MODEL_URL = f'{settings.A6000_SERVICE_HOST}:10061' -GI_MODEL_NAME = 'flux' +GI_MODEL_URL = f"{settings.A6000_SERVICE_HOST}:10061" +GI_MODEL_NAME = "flux" # Generate Single Logo -GSL_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:10041' -GSL_MODEL_NAME = 'stable_diffusion_xl_transparent' +GSL_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:10041" +GSL_MODEL_NAME = "stable_diffusion_xl_transparent" # Generate Product （整套和单品） -GPI_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:10051' -GPI_MODEL_NAME_OVERALL = 'diffusion_ensemble_all' -GPI_MODEL_NAME_SINGLE = 'stable_diffusion_1_5_cnet' +GPI_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:10051" +GPI_MODEL_NAME_OVERALL = "diffusion_ensemble_all" +GPI_MODEL_NAME_SINGLE = "stable_diffusion_1_5_cnet" # 以下停用中...************* # 多视角生成 -GMV_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:10081' -GMV_MODEL_NAME = 'multi_view' +GMV_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:10081" +GMV_MODEL_NAME = "multi_view" # 超分 SR_MODEL_NAME = "super_resolution" SR_TRITON_URL = f"{settings.A6000_SERVICE_HOST}:10031" # 打光 -GRI_MODEL_URL = f'{settings.A6000_SERVICE_HOST}:10051' -GRI_MODEL_NAME_OVERALL = 'diffusion_relight_ensemble' -GRI_MODEL_NAME_SINGLE = 'stable_diffusion_1_5_relight' +GRI_MODEL_URL = f"{settings.A6000_SERVICE_HOST}:10051" +GRI_MODEL_NAME_OVERALL = "diffusion_relight_ensemble" +GRI_MODEL_NAME_SINGLE = "stable_diffusion_1_5_relight" # agent 图片生成 -FAST_GI_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:10011' -FAST_GI_MODEL_NAME = 'stable_diffusion_xl' +FAST_GI_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:10011" +FAST_GI_MODEL_NAME = "stable_diffusion_xl" # 图转视频 triton版 -PT_MODEL_URL = f'{settings.B_4_X_4090_SERVICE_HOST}:10061' +PT_MODEL_URL = f"{settings.B_4_X_4090_SERVICE_HOST}:10061" # ************* diff --git a/app/service/design_fast/design_generate.py b/app/service/design_fast/design_generate.py index 43a21da..e6c29ca 100644 --- a/app/service/design_fast/design_generate.py +++ b/app/service/design_fast/design_generate.py @@ -23,32 +23,38 @@ 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 + "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 + "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 + mapping = MERGE_MAP if design_type == "merge" else DESIGN_MAP - if design_type == 'merge': + if design_type == "merge": item_type_key = f"{item['type'].lower()}_merge" - elif design_type == 'default': - item_type_key = item['type'].lower() + elif design_type == "default": + item_type_key = item["type"].lower() else: - item_type_key = item['type'].lower() + item_type_key = item["type"].lower() handler_class = mapping.get(item_type_key) @@ -64,11 +70,11 @@ def process_item(item, basic, design_type): def process_layer(item, layers): # item处理结束后 对图层数据组装 - if item['name'] == "mannequin": + 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']: + 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) @@ -82,8 +88,8 @@ def process_layer(item, layers): @RunTime def design_generate(request_data): - objects_data = request_data.dict()['objects'] - process_id = request_data.dict()['process_id'] + objects_data = request_data.dict()["objects"] + process_id = request_data.dict()["process_id"] object_response = {} threads = [] active_threads = 0 @@ -92,70 +98,84 @@ def design_generate(request_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": + 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']: + 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 = 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) + 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) + 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']) + 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: @@ -177,83 +197,96 @@ def design_generate(request_data): @RunTime def design_generate_v2(request_data): - objects_data = request_data.dict()['objects'] + 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") + 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 + "layers": [], + "objectSign": object["objectSign"] if "objectSign" in object.keys() else "", + "requestId": request_id, } - if basic['single_overall'] == "overall": + if basic["single_overall"] == "overall": item_results = [] - for item in object['items']: + 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 = 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) + 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']) + 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" + "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) @@ -261,11 +294,12 @@ def design_generate_v2(request_data): # 打印结果 logger.info(response.text) - for step, object in enumerate(objects_data): - t = threading.Thread(target=process_object, args=(object, callback_url)) - threads.append(t) 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): """ @@ -280,14 +314,7 @@ def post_request(url, data=None, json_data=None, headers=None, auth=None, timeou :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 = 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: @@ -295,1339 +322,607 @@ def post_request(url, data=None, json_data=None, headers=None, auth=None, timeou return None -if __name__ == '__main__': +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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98419, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/dress/0825000526.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Dress" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98420, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/903000127.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Skirt" + "resize_scale": [1.0, 1.0], + "type": "Skirt", }, { "color": "28 26 26", "icon": "none", "image_id": 69140, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001100.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 81604, - "offset": [ - 1, - 1 - ], + "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": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 63964, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825001572.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "resize_scale": [1.0, 1.0], + "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 98421, - "offset": [ - 1, - 1 - ], + "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": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 98422, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0628001244.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Trousers" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 79927, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000378.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "resize_scale": [1.0, 1.0], + "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 67473, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0825001350.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 80046, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/0628001443.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Skirt" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 84148, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0628000751.jpeg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Trousers" + "resize_scale": [1.0, 1.0], + "type": "Trousers", }, { "color": "28 26 26", "icon": "none", "image_id": 97321, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902000222.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 90718, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000314.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 86403, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/skirt/0902000231.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Skirt" + "resize_scale": [1.0, 1.0], + "type": "Skirt", }, { "color": "28 26 26", "icon": "none", "image_id": 87135, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001315.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 87428, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0902000566.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 98423, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/dress/0916001596.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Dress" + "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" - } - ] + "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 - ] + "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": "" + "switch_category": "", }, "items": [ { "color": "28 26 26", "icon": "none", "image_id": 86345, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/outwear/0825000695.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Outwear" + "resize_scale": [1.0, 1.0], + "type": "Outwear", }, { "color": "28 26 26", "icon": "none", "image_id": 78743, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/blouse/0902001412.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Blouse" + "resize_scale": [1.0, 1.0], + "type": "Blouse", }, { "color": "28 26 26", "icon": "none", "image_id": 68988, - "offset": [ - 1, - 1 - ], + "offset": [1, 1], "path": "aida-sys-image/images/female/trousers/0825000403.jpg", "print": { - "element": { - "element_angle_list": [], - "element_path_list": [], - "element_scale_list": [], - "location": [] - }, + "element": {"element_angle_list": [], "element_path_list": [], "element_scale_list": [], "location": []}, "overall": { - "location": [ - [ - 0.0, - 0.0 - ] - ], - "print_angle_list": [ - 0.0, - 0.0 - ], + "location": [[0.0, 0.0]], + "print_angle_list": [0.0, 0.0], "print_path_list": [], - "print_scale_list": [ - 0.0, - 0.0 - ] + "print_scale_list": [0.0, 0.0], }, - "single": { - "location": [], - "print_angle_list": [], - "print_path_list": [], - "print_scale_list": [] - } + "single": {"location": [], "print_angle_list": [], "print_path_list": [], "print_scale_list": []}, }, - "resize_scale": [ - 1.0, - 1.0 - ], - "type": "Trousers" + "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" - } - ] - } + "offset": [1, 1], + "resize_scale": [1.0, 1.0], + "type": "Body", + }, + ], + }, ], - "process_id": "123" + "process_id": "123", } start_time = time.time() X = design_generate(object_data) diff --git a/app/service/utils/new_oss_client.py b/app/service/utils/new_oss_client.py index ac91f47..da1be61 100644 --- a/app/service/utils/new_oss_client.py +++ b/app/service/utils/new_oss_client.py @@ -11,7 +11,12 @@ from minio import Minio from app.core.config import settings from app.service.utils.decorator import RunTime -minio_client = Minio(settings.MINIO_URL, access_key=settings.MINIO_ACCESS, secret_key=settings.MINIO_SECRET, secure=settings.MINIO_SECURE) +minio_client = Minio( + settings.MINIO_URL, + access_key=settings.MINIO_ACCESS, + secret_key=settings.MINIO_SECRET, + secure=settings.MINIO_SECURE, +) # 自定义 Retry 类 @@ -30,7 +35,7 @@ http_client = urllib3.PoolManager( num_pools=10, # 设置连接池大小 maxsize=10, timeout=timeout, - cert_reqs='CERT_REQUIRED', # 需要证书验证 + cert_reqs="CERT_REQUIRED", # 需要证书验证 retries=CustomRetry( total=5, backoff_factor=0.2, @@ -51,7 +56,7 @@ def oss_get_image(oss_client, bucket, object_name, data_type): image_array = np.frombuffer(image_bytes, np.uint8) # 转成8位无符号整型 image_object = cv2.imdecode(image_array, cv2.IMREAD_UNCHANGED) if image_object.dtype == np.uint16: - image_object = (image_object / 256).astype('uint8') + image_object = (image_object / 256).astype("uint8") else: data_bytes = BytesIO(image_data.read()) image_object = Image.open(data_bytes) @@ -63,13 +68,19 @@ def oss_get_image(oss_client, bucket, object_name, data_type): def oss_upload_image(oss_client, bucket, object_name, image_bytes): req = None try: - req = oss_client.put_object(bucket_name=bucket, object_name=object_name, data=io.BytesIO(image_bytes), length=len(image_bytes), content_type='image/png') + req = oss_client.put_object( + bucket_name=bucket, + object_name=object_name, + data=io.BytesIO(image_bytes), + length=len(image_bytes), + content_type="image/png", + ) except Exception as e: logger.warning(f" | 上传图片出现异常 ######: {e}") return req -if __name__ == '__main__': +if __name__ == "__main__": # url = "aida-results/result_0002186a-e631-11ee-86a6-b48351119060.png" # url = "aida-collection-element/11523/Moodboard/f60af0d2-94c2-48f9-90ff-74b8e8a481b5.jpg" # url = "aida-sys-image/images/female/outwear/0628000054.jpg" @@ -81,16 +92,26 @@ if __name__ == '__main__': # url = "aida-users/89/sketchboard/female/Dress/e6724ab7-8d3f-4677-abe0-c3e42ab7af85.jpeg" # url = "aida-users/87/print/956614a2-7e75-4fbe-9ed0-c1831e37a2c9-4-87.png" # url = "aida-users/89/single_logo/123-89.png" - url = "aida-results/result_a7adcbd8-ef8d-11f0-8c92-0966ede33ab5.png" + url = "aida-collection-element/26293/Sketchboard/b503d482-3334-46e7-9dee-44e380fb4294.png" # url = "aida-collection-element/12148/Sketchboard/95ea577b-305b-4a62-b30a-39c0dd3ddb3f.png" read_type = "2" if read_type == "cv2": - img = oss_get_image(oss_client=minio_client, bucket=url.split('/')[0], object_name=url[url.find('/') + 1:], data_type=read_type) + img = oss_get_image( + oss_client=minio_client, + bucket=url.split("/")[0], + object_name=url[url.find("/") + 1 :], + data_type=read_type, + ) cv2.imshow("", img) cv2.waitKey(0) else: - img = oss_get_image(oss_client=minio_client, bucket=url.split('/')[0], object_name=url[url.find('/') + 1:], data_type=read_type) + img = oss_get_image( + oss_client=minio_client, + bucket=url.split("/")[0], + object_name=url[url.find("/") + 1 :], + data_type=read_type, + ) draw = ImageDraw.Draw(img) # 获取图片尺寸 width, height = img.size @@ -103,7 +124,7 @@ if __name__ == '__main__': draw.line( [(center_x, 0), (center_x, height)], # 从顶部到底部的垂直线 fill=(255, 0, 0), # 红色 (R, G, B) - width=2 # 线宽 + width=2, # 线宽 ) img.show() diff --git a/pyproject.toml b/pyproject.toml index 61e4f8a..c390be7 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,12 +13,16 @@ dependencies = [ "celery-types>=0.23.0", "chromadb>=1.3.7", "dashscope>=1.25.5", + "deepagents>=0.6.7", "dominate>=2.9.1", "dotenv>=0.9.9", "fastapi[standard]>=0.125.0", "image>=1.5.33", "langchain>=1.2.0", 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