StarRailCopilot/module/base/button.py
2020-05-25 22:05:42 +08:00

153 lines
5.1 KiB
Python

import os
import traceback
import cv2
from PIL import Image
import module.config.server as server
from module.base.utils import *
class Button:
def __init__(self, area, color, button, file=None, name=None):
"""Initialize a Button instance.
Args:
area (dict[tuple], tuple): Area that the button would appear on the image.
(upper_left_x, upper_left_y, bottom_right_x, bottom_right_y)
color (dict[tuple], tuple): Color we expect the area would be.
(r, g, b)
button (dict[tuple], tuple): Area to be click if button appears on the image.
(upper_left_x, upper_left_y, bottom_right_x, bottom_right_y)
If tuple is empty, this object can be use as a checker.
Examples:
BATTLE_PREPARATION = Button(
area=(1562, 908, 1864, 1003),
color=(231, 181, 90),
button=(1562, 908, 1864, 1003)
)
"""
self.server = server.server
self.area = area[self.server] if isinstance(area, dict) else area
self.color = color[self.server] if isinstance(color, dict) else color
self._button = button[self.server] if isinstance(button, dict) else button
self._button_offset = None
self._match_init = False
self.file = file[self.server] if isinstance(file, dict) else file
self.image = None
if self.file:
self.name = os.path.splitext(os.path.split(self.file)[1])[0]
elif name:
self.name = name
else:
(filename, line_number, function_name, text) = traceback.extract_stack()[-2]
self.name = text[:text.find('=')].strip()
def __str__(self):
return self.name
__repr__ = __str__
def __eq__(self, other):
return str(self) == str(other)
@property
def button(self):
if self._button_offset is None:
return self._button
else:
return self._button_offset
def appear_on(self, image, threshold=10):
"""Check if the button appears on the image.
Args:
image (PIL.Image.Image): Screenshot.
threshold (int): Default to 10.
Returns:
bool: True if button appears on screenshot.
"""
return color_similar(
color1=get_color(image, self.area),
color2=self.color,
threshold=threshold
)
def load_color(self, image):
"""Load color from the specific area of the given image.
This method is irreversible, this would be only use in some special occasion.
Args:
image: Another screenshot.
Returns:
tuple: Color (r, g, b).
"""
self.color = get_color(image, self.area)
self.image = np.array(image.crop(self.area))
return self.color
def ensure_template(self):
"""
Load asset image.
If needs to call self.match, call this first.
"""
if not self._match_init:
self.image = np.array(Image.open(self.file).crop(self.area).convert('RGB'))
self._match_init = True
def match(self, image, offset=30, threshold=0.85):
"""Detects button by template matching. To Some button, its location may not be static.
Args:
image: Screenshot.
offset (int, tuple): Detection area offset.
threshold (float): 0-1. Similarity.
Returns:
bool.
"""
self.ensure_template()
if isinstance(offset, tuple):
offset = np.array((-offset[0], -offset[1], offset[0], offset[1]))
else:
offset = np.array((0, -offset, 0, offset))
# offset = np.array((0, -offset, 0, offset))
# offset = np.array((-offset, -offset, offset, offset))
image = np.array(image.crop(offset + self.area))
res = cv2.matchTemplate(self.image, image, cv2.TM_CCOEFF_NORMED)
_, similarity, _, point = cv2.minMaxLoc(res)
self._button_offset = area_offset(self._button, offset[:2] + np.array(point))
return similarity > threshold
class ButtonGrid:
def __init__(self, origin, delta, button_shape, grid_shape, name=None):
self.origin = np.array(origin)
self.delta = np.array(delta)
self.button_shape = np.array(button_shape)
self.grid_shape = np.array(grid_shape)
if name:
self._name = name
else:
(filename, line_number, function_name, text) = traceback.extract_stack()[-2]
self._name = text[:text.find('=')].strip()
def __getitem__(self, item):
base = np.round(np.array(item) * self.delta + self.origin).astype(int)
area = tuple(np.append(base, base + self.button_shape))
return Button(area=area, color=(), button=area, name='%s_%s_%s' % (self._name, item[0], item[1]))
def generate(self):
for y in range(self.grid_shape[1]):
for x in range(self.grid_shape[0]):
yield x, y, self[x, y]
def buttons(self):
return list([button for _, _, button in self.generate()])