feat: 新增design模式 merge,前端CV python 合成

This commit is contained in:
zcr
2026-01-12 16:18:04 +08:00
parent fe12b5697d
commit 40b57b749c
9 changed files with 355 additions and 173 deletions

View File

@@ -6,10 +6,10 @@ import requests
from minio import Minio
from app.core.config import settings
from app.service.design_fast.item import BodyItem, TopItem, BottomItem, OthersItem
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
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()
@@ -19,22 +19,46 @@ 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):
# 处理project中单个item
if item['type'] == "Body":
body_server = BodyItem(data=item, basic=basic, minio_client=minio_client)
item_data = body_server.process()
elif item['type'].lower() in ['blouse', 'outwear', 'dress', 'tops']:
top_server = TopItem(data=item, basic=basic, minio_client=minio_client)
item_data = top_server.process()
elif item['type'].lower() in ['skirt', 'trousers', 'bottoms']:
bottom_server = BottomItem(data=item, basic=basic, minio_client=minio_client)
item_data = bottom_server.process()
elif item['type'].lower() in ['others']:
bottom_server = OthersItem(data=item, basic=basic, minio_client=minio_client)
item_data = bottom_server.process()
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:
raise NotImplementedError(f"Item type {item['type']} not implemented")
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
@@ -44,7 +68,7 @@ def process_layer(item, layers):
body_layer = organize_body(item)
layers.append(body_layer)
return item['body_image'].size
elif item['name'] == 'others':
elif item['name'] in ['others', 'others_merge']:
front_layer, back_layer = organize_others(item)
layers.append(front_layer)
layers.append(back_layer)
@@ -70,10 +94,11 @@ def design_generate(request_data):
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))
item_results.append(process_item(item, basic, design_type))
layers = []
for item in item_results:
process_layer(item, layers)
@@ -97,7 +122,13 @@ def design_generate(request_data):
'rotate': lay.get('rotate', 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)
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)
items_response['layers'].append({