mirror of
https://github.com/LmeSzinc/StarRailCopilot.git
synced 2024-11-27 02:27:12 +00:00
355 lines
13 KiB
Python
355 lines
13 KiB
Python
import os
|
|
import re
|
|
import typing as t
|
|
from dataclasses import dataclass
|
|
|
|
import cv2
|
|
import numpy as np
|
|
from tqdm import tqdm
|
|
|
|
from module.base.code_generator import CodeGenerator
|
|
from module.base.utils import (
|
|
SelectedGrids, area_center, area_limit, area_pad, corner2area, get_bbox, get_color, image_size, load_image)
|
|
from module.config.config_manual import ManualConfig as AzurLaneConfig
|
|
from module.config.server import VALID_LANG
|
|
from module.config.utils import deep_get, deep_iter, deep_set, iter_folder
|
|
from module.logger import logger
|
|
|
|
SHARE_SERVER = 'share'
|
|
ASSET_SERVER = [SHARE_SERVER] + VALID_LANG
|
|
|
|
|
|
def parse_grid(image):
|
|
"""
|
|
Args:
|
|
image:
|
|
|
|
Returns:
|
|
dict: Key: Grid position (x, y)
|
|
Value: Area on image
|
|
"""
|
|
image = cv2.inRange(image, (127, 127, 127), (255, 255, 255))
|
|
contours, _ = cv2.findContours(image, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
|
|
dic_rect = {}
|
|
for corners in contours:
|
|
area = corner2area(corners.reshape(4, 2)) + (0, 0, 1, 1)
|
|
center = area_center(area)
|
|
dic_rect[center] = area
|
|
# for k, v in dic_rect.items():
|
|
# print(k, v)
|
|
|
|
dic_grid = {}
|
|
prev_y = -100
|
|
grid_y = -1
|
|
stack_center = []
|
|
for center in sorted(dic_rect.keys(), key=lambda x: x[1]):
|
|
if center[1] > prev_y + 3:
|
|
for x, c in enumerate(sorted(stack_center, key=lambda x: x[0])):
|
|
dic_grid[(x, grid_y)] = tuple(dic_rect[c].astype(int))
|
|
grid_y += 1
|
|
stack_center = []
|
|
stack_center.append(center)
|
|
prev_y = center[1]
|
|
for x, c in enumerate(sorted(stack_center, key=lambda x: x[0])):
|
|
dic_grid[(x, grid_y)] = tuple(dic_rect[c].astype(int))
|
|
# for k, v in dic_grid.items():
|
|
# print(k, v)
|
|
return dic_grid
|
|
|
|
|
|
class AssetsImage:
|
|
REGEX_ASSETS = re.compile(
|
|
f'^{AzurLaneConfig.ASSETS_FOLDER}/'
|
|
f'(?P<server>{"|".join(ASSET_SERVER).lower()})/'
|
|
f'(?P<module>[a-zA-Z0-9_/]+?)/'
|
|
f'(?P<assets>\w+)'
|
|
f'(?P<frame>\.\d+)?'
|
|
f'(?P<attr>\.AREA|\.SEARCH|\.COLOR|\.BUTTON|\.GRID)?'
|
|
f'\.png$'
|
|
)
|
|
|
|
def __init__(self, file: str):
|
|
"""
|
|
Args:
|
|
file: ./assets/<server>/<module>/<assets>.<frame>.<attr>.png
|
|
Example: ./assets/cn/ui/login/LOGIN_CONFIRM.2.BUTTON.png
|
|
then, server="cn", module="ui/login", assets="LOGIN_CONFIRM", frame=2, attr="BUTTON"
|
|
<frame> and <attr> are optional.
|
|
"""
|
|
self.file: str = file
|
|
prefix = AzurLaneConfig.ASSETS_FOLDER
|
|
res = AssetsImage.REGEX_ASSETS.match(file)
|
|
|
|
self.valid = False
|
|
self.server = ''
|
|
self.module = ''
|
|
self.assets = ''
|
|
self.frame = 1
|
|
self.attr = ''
|
|
self.posi = None
|
|
|
|
if res:
|
|
self.valid = True
|
|
self.server = res.group('server')
|
|
self.module = res.group('module')
|
|
self.assets = res.group('assets')
|
|
if res.group('frame'):
|
|
self.frame = int(res.group('frame').strip('.'))
|
|
else:
|
|
self.frame = 1
|
|
if res.group('attr'):
|
|
self.attr = res.group('attr').strip('.')
|
|
else:
|
|
self.attr = ''
|
|
self.parent_file = f'{prefix}{res.group(1)}.png'
|
|
else:
|
|
logger.info(f'Invalid assets name: {self.file}')
|
|
|
|
self.bbox: t.Tuple = ()
|
|
self.mean: t.Tuple = ()
|
|
self.grids = {}
|
|
|
|
def parse(self):
|
|
image = load_image(self.file)
|
|
|
|
size = image_size(image)
|
|
if size != AzurLaneConfig.ASSETS_RESOLUTION:
|
|
logger.warning(f'{self.file} has wrong resolution: {size}')
|
|
self.valid = False
|
|
bbox = get_bbox(image)
|
|
mean = get_color(image=image, area=bbox)
|
|
mean = tuple(np.rint(mean).astype(int))
|
|
self.bbox = bbox
|
|
self.mean = mean
|
|
|
|
if self.attr == 'GRID':
|
|
self.grids = parse_grid(image)
|
|
|
|
return bbox, mean
|
|
|
|
def __str__(self):
|
|
if self.valid:
|
|
return f'AssetsImage(module={self.module}, assets={self.assets}, server={self.server}, frame={self.frame}, attr={self.attr})'
|
|
else:
|
|
return f'AssetsImage(file={self.file}, valid={self.valid})'
|
|
|
|
@property
|
|
def is_GRID(self):
|
|
return self.attr == 'GRID'
|
|
|
|
@property
|
|
def is_base(self):
|
|
return self.attr == ''
|
|
|
|
def iter_grids(self):
|
|
frame = 0
|
|
for posi, rect in self.grids.items():
|
|
frame += 1
|
|
image = AssetsImage(self.file)
|
|
image.attr = ''
|
|
image.bbox = rect
|
|
image.mean = self.mean
|
|
image.frame = frame
|
|
image.posi = posi
|
|
yield image
|
|
|
|
|
|
def iter_images():
|
|
for server in ASSET_SERVER:
|
|
for path, folders, files in os.walk(os.path.join(AzurLaneConfig.ASSETS_FOLDER, server)):
|
|
for file in files:
|
|
if not file.startswith('.'):
|
|
file = os.path.join(path, file).replace('\\', '/')
|
|
yield AssetsImage(file)
|
|
|
|
|
|
def iter_grids(images):
|
|
for image in images:
|
|
for grid in image.iter_grids():
|
|
yield grid
|
|
|
|
|
|
@dataclass
|
|
class DataAssets:
|
|
module: str
|
|
assets: str
|
|
server: str
|
|
frame: int
|
|
file: str = ''
|
|
posi = None
|
|
area: t.Tuple[int, int, int, int] = ()
|
|
search: t.Tuple[int, int, int, int] = ()
|
|
color: t.Tuple[int, int, int] = ()
|
|
button: t.Tuple[int, int, int, int] = ()
|
|
|
|
has_raw_area = False
|
|
has_raw_search = False
|
|
has_raw_color = False
|
|
has_raw_button = False
|
|
|
|
@staticmethod
|
|
def area_to_search(area):
|
|
area = area_pad(area, pad=-20)
|
|
area = area_limit(area, (0, 0, *AzurLaneConfig.ASSETS_RESOLUTION))
|
|
return area
|
|
|
|
@classmethod
|
|
def product(cls, image: AssetsImage):
|
|
"""
|
|
Product DataAssets from AssetsImage with attr=""
|
|
"""
|
|
data = cls(module=image.module, assets=image.assets, server=image.server, frame=image.frame, file=image.file)
|
|
return data
|
|
|
|
def load_image(self, image: AssetsImage):
|
|
if image.attr == '':
|
|
self.file = image.file
|
|
self.area = image.bbox
|
|
self.color = image.mean
|
|
self.button = image.bbox
|
|
self.posi = image.posi
|
|
elif image.attr == 'AREA':
|
|
self.area = image.bbox
|
|
self.has_raw_area = True
|
|
elif image.attr == 'SEARCH':
|
|
self.search = image.bbox
|
|
self.has_raw_search = True
|
|
elif image.attr == 'COLOR':
|
|
self.color = image.mean
|
|
self.has_raw_color = True
|
|
elif image.attr == 'BUTTON':
|
|
self.button = image.bbox
|
|
self.has_raw_button = True
|
|
elif image.attr == 'GRID':
|
|
pass
|
|
else:
|
|
logger.warning(f'Trying to load an image with unknown attribute: {image}')
|
|
|
|
def generate_code(self):
|
|
return f'Assets(file="{self.file}", area={self.area}, search={self.search}, color={self.color}, button={self.button})'
|
|
|
|
|
|
def iter_assets():
|
|
images = list(iter_images())
|
|
|
|
# parse images, this may take a while
|
|
for image in tqdm(images):
|
|
image.parse()
|
|
|
|
images += list(iter_grids(images))
|
|
|
|
# Validate images
|
|
images = SelectedGrids(images).select(valid=True)
|
|
images.create_index('module', 'assets', 'server', 'frame', 'attr')
|
|
for image in images.filter(lambda x: bool(x.attr)):
|
|
image: AssetsImage = image
|
|
if image.is_GRID:
|
|
pass
|
|
else:
|
|
if not images.indexed_select(image.module, image.assets, image.server, image.frame, ''):
|
|
logger.warning(f'Attribute assets has no parent assets: {image.file}')
|
|
image.valid = False
|
|
if not images.indexed_select(image.module, image.assets, image.server, 1, ''):
|
|
logger.warning(f'Attribute assets has no first frame: {image.file}')
|
|
image.valid = False
|
|
if image.attr == 'SEARCH' and image.frame > 1:
|
|
logger.warning(f'Attribute SEARCH with frame > 1 is not allowed: {image.file}')
|
|
image.valid = False
|
|
images = images.select(valid=True).sort('module', 'assets', 'server', 'frame')
|
|
|
|
# Convert to DataAssets
|
|
data = {}
|
|
for image in images:
|
|
if image.is_base:
|
|
row = DataAssets.product(image)
|
|
row.load_image(image)
|
|
deep_set(data, keys=[image.module, image.assets, image.server, image.frame], value=row)
|
|
# Load attribute images
|
|
for image in images:
|
|
if not image.is_base:
|
|
row = deep_get(data, keys=[image.module, image.assets, image.server, image.frame])
|
|
row.load_image(image)
|
|
# Set `search`
|
|
for path, frames in deep_iter(data, depth=3):
|
|
# print(path, frames)
|
|
for frame in frames.values():
|
|
# Generate `search` from `area`
|
|
if not frame.has_raw_search:
|
|
frame.search = DataAssets.area_to_search(frame.area)
|
|
# If an attribute is set in the first frame, apply to all
|
|
first: DataAssets = frames[1]
|
|
for frame in frames.values():
|
|
# frame: DataAssets = frame
|
|
if not frame.has_raw_area and first.has_raw_area:
|
|
frame.area = first.area
|
|
if not frame.has_raw_search and first.has_raw_search:
|
|
frame.search = first.search
|
|
if not frame.has_raw_color and first.has_raw_color:
|
|
frame.color = first.color
|
|
if not frame.has_raw_button and first.has_raw_button:
|
|
frame.button = first.button
|
|
|
|
return data
|
|
|
|
|
|
def generate_code():
|
|
all_assets = iter_assets()
|
|
for module, module_data in all_assets.items():
|
|
path = os.path.join(AzurLaneConfig.ASSETS_MODULE, module.split('/', maxsplit=1)[0])
|
|
output = os.path.join(path, 'assets.py')
|
|
if os.path.exists(output):
|
|
os.remove(output)
|
|
output = os.path.join(path, 'assets')
|
|
os.makedirs(output, exist_ok=True)
|
|
for prev in iter_folder(output, ext='.py'):
|
|
if os.path.basename(prev) == '__init__.py':
|
|
continue
|
|
os.remove(prev)
|
|
|
|
for module, module_data in all_assets.items():
|
|
path = os.path.join(AzurLaneConfig.ASSETS_MODULE, module.split('/', maxsplit=1)[0])
|
|
output = os.path.join(path, 'assets')
|
|
gen = CodeGenerator()
|
|
gen.Import("""
|
|
from module.base.button import Button, ButtonWrapper
|
|
""")
|
|
gen.CommentAutoGenerage('dev_tools.button_extract')
|
|
for assets, assets_data in module_data.items():
|
|
has_share = SHARE_SERVER in assets_data
|
|
with gen.Object(key=assets, object_class='ButtonWrapper'):
|
|
gen.ObjectAttr(key='name', value=assets)
|
|
if has_share:
|
|
servers = assets_data.keys()
|
|
else:
|
|
servers = VALID_LANG
|
|
for server in servers:
|
|
frames = list(assets_data.get(server, {}).values())
|
|
if len(frames) > 1:
|
|
with gen.ObjectAttr(key=server, value=gen.List()):
|
|
for index, frame in enumerate(frames):
|
|
with gen.ListItem(gen.Object(object_class='Button')):
|
|
gen.ObjectAttr(key='file', value=frame.file)
|
|
gen.ObjectAttr(key='area', value=frame.area)
|
|
gen.ObjectAttr(key='search', value=frame.search)
|
|
gen.ObjectAttr(key='color', value=frame.color)
|
|
gen.ObjectAttr(key='button', value=frame.button)
|
|
if frame.posi is not None:
|
|
gen.ObjectAttr(key='posi', value=frame.posi)
|
|
elif len(frames) == 1:
|
|
frame = frames[0]
|
|
with gen.ObjectAttr(key=server, value=gen.Object(object_class='Button')):
|
|
gen.ObjectAttr(key='file', value=frame.file)
|
|
gen.ObjectAttr(key='area', value=frame.area)
|
|
gen.ObjectAttr(key='search', value=frame.search)
|
|
gen.ObjectAttr(key='color', value=frame.color)
|
|
gen.ObjectAttr(key='button', value=frame.button)
|
|
if frame.posi is not None:
|
|
gen.ObjectAttr(key='posi', value=frame.posi)
|
|
else:
|
|
gen.ObjectAttr(key=server, value=None)
|
|
gen.write(os.path.join(output, f'assets_{module.replace("/", "_")}.py'))
|
|
|
|
|
|
if __name__ == '__main__':
|
|
generate_code()
|