mirror of
https://github.com/LmeSzinc/AzurLaneAutoScript.git
synced 2025-04-05 01:13:31 +08:00
196 lines
7.3 KiB
Python
196 lines
7.3 KiB
Python
import collections
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from module.base.base import ModuleBase
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from module.base.decorator import Config
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from module.base.utils import *
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from module.exception import CampaignNameError
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from module.logger import logger
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from module.map_detection.utils import Points
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from module.ocr.ocr import Ocr
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from module.template.assets import *
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class CampaignOcr(ModuleBase):
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stage_entrance = {}
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campaign_chapter = 0
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@staticmethod
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def _campaign_get_chapter_index(name):
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"""
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Args:
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name (str, int):
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Returns:
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int
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"""
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if isinstance(name, int):
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return name
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else:
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if name.isdigit():
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return int(name)
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elif name in ['a', 'c', 'as', 'cs', 'sp', 'ex_sp']:
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return 1
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elif name in ['b', 'd', 'bs', 'cs', 'ex_ex']:
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return 2
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else:
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raise CampaignNameError
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@staticmethod
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def _campaign_ocr_result_process(result):
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# The result will be like '7--2', because tha dash in game is '–' not '-'
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result = result.lower().replace('--', '-').replace('--', '-')
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if result.startswith('-'):
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result = result[1:]
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if len(result) == 2 and result[0].isdigit():
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result = '-'.join(result)
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return result
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@staticmethod
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def _campaign_separate_name(name):
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"""
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Args:
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name (str): Stage name in lowercase, such as 7-2, d3, sp3.
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Returns:
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tuple[str]: Campaign_name and stage index in lowercase, Such as ['7', '2'], ['d', '3'], ['sp', '3'].
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"""
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if name == 'sp':
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return 'ex_sp', '1'
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elif name.startswith('extra'):
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return 'ex_ex', '1'
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elif '-' in name:
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return name.split('-')
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elif name.startswith('sp'):
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return 'sp', name[-1]
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elif name[-1].isdigit():
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return name[:-1], name[-1]
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logger.warning(f'Unknown stage name: {name}')
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return name[0], name[1:]
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def campaign_match_multi(self, template, image, stage_image=None, name_offset=(75, 9), name_size=(60, 16),
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name_letter=(255, 255, 255), name_thresh=128):
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"""
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Args:
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template (Template):
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image: Screenshot
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stage_image: Screenshot to find stage entrance.
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name_offset (tuple[int]):
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name_size (tuple[int]):
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name_letter (tuple[int]):
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name_thresh (int):
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Returns:
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list[Button]: Stage clear buttons.
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"""
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digits = []
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stage_image = image if stage_image is None else stage_image
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result = template.match_multi(stage_image, similarity=0.85)
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result = Points(result, config=self.config).group()
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for point in result:
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button = tuple(np.append(point, point + template.size))
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point = point + name_offset
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name = image.crop(np.append(point, point + name_size))
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name = extract_letters(name, letter=name_letter, threshold=name_thresh)
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stage = self._extract_stage_name(name)
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area = area_offset(stage, point)
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color = get_color(image, button)
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digits.append(Button(area=area, color=color, button=button, name='stage'))
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return digits
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@Config.when(SERVER='en')
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def campaign_extract_name_image(self, image):
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digits = []
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if 'normal' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(TEMPLATE_STAGE_CLEAR, image, name_offset=(70, 12), name_size=(60, 14))
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digits += self.campaign_match_multi(TEMPLATE_STAGE_PERCENT, image, name_offset=(45, 3), name_size=(60, 14))
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if 'half' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_HALF_PERCENT, image, name_offset=(48, 0), name_size=(60, 16))
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if 'blue' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_BLUE_PERCENT, image, extract_letters(image, letter=(255, 255, 255), threshold=153),
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name_offset=(55, 0), name_size=(60, 16))
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_BLUE_CLEAR, image, extract_letters(image, letter=(99, 223, 239), threshold=153),
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name_offset=(60, 12), name_size=(60, 16))
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return digits
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@Config.when(SERVER=None)
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def campaign_extract_name_image(self, image):
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digits = []
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if 'normal' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(TEMPLATE_STAGE_CLEAR, image, name_offset=(75, 9), name_size=(60, 16))
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digits += self.campaign_match_multi(TEMPLATE_STAGE_PERCENT, image, name_offset=(48, 0), name_size=(60, 16))
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if 'half' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_HALF_PERCENT, image, name_offset=(48, 0), name_size=(60, 16))
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if 'blue' in self.config.STAGE_ENTRANCE:
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_BLUE_PERCENT, image, extract_letters(image, letter=(255, 255, 255), threshold=153),
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name_offset=(55, 0), name_size=(60, 16))
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digits += self.campaign_match_multi(
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TEMPLATE_STAGE_BLUE_CLEAR, image, extract_letters(image, letter=(99, 223, 239), threshold=153),
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name_offset=(60, 12), name_size=(60, 16))
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return digits
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@staticmethod
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def _extract_stage_name(image):
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x_skip = 10
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interval = 5
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x_color = np.convolve(np.mean(image, axis=0), np.ones(interval), 'valid') / interval
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x_list = np.where(x_color[x_skip:] > 235)[0]
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if x_list is None or len(x_list) == 0:
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logger.warning('No interval between digit and text.')
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area = (0, 0, image.shape[1], image.shape[0])
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else:
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area = (0, 0, x_list[0] + 1 + x_skip, image.shape[0])
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return np.array(area) + (-3, -7, 3, 7)
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def _get_stage_name(self, image):
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self.stage_entrance = {}
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buttons = self.campaign_extract_name_image(image)
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if len(buttons) == 0:
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logger.warning('No stage found.')
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ocr = Ocr(buttons, name='campaign', letter=(255, 255, 255), threshold=128,
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alphabet='0123456789ABCDEFGHIJKLMNPQRSTUVWXYZ-')
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result = ocr.ocr(image)
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if not isinstance(result, list):
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result = [result]
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result = [self._campaign_ocr_result_process(res) for res in result]
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chapter = [self._campaign_separate_name(res)[0] for res in result]
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chapter = list(filter(('').__ne__, chapter))
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if not chapter:
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raise CampaignNameError
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counter = collections.Counter(chapter)
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self.campaign_chapter = counter.most_common()[0][0]
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for name, button in zip(result, buttons):
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button.area = button.button
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button.name = name
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self.stage_entrance[name] = button
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logger.attr('Chapter', self.campaign_chapter)
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logger.attr('Stage', ', '.join(self.stage_entrance.keys()))
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def get_chapter_index(self, image):
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"""
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A tricky method for ui_ensure_index
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"""
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try:
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self._get_stage_name(image)
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except IndexError:
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raise CampaignNameError
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return self._campaign_get_chapter_index(self.campaign_chapter)
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