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main.py
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main.py
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from tkinter import ttk
from queue import Queue
from queue import Empty
from time import sleep
from PIL import ImageTk, Image, ImageDraw
from sklearn.cluster import KMeans
from operator import itemgetter
from collections import Counter
import numpy
import random
import tkinter as tk
import threading as td
import cv2
import numpy as np
import arms
import pivotpi as pp
import kociemba
import io
import os
import os.path
import json
import transitions
import logging
import sys
import webcolors
class QueuePubSub():
'''
Class that implements the notion of subscribers/publishers by using standard queues
'''
def __init__(self, queues):
self.queues = queues
def publish(self, channel, message):
'''
channel - An immutable key that represents the name of the channel. It can be nonexistent.
message - The message that will be pushed to the queue that's associated to the given channel.
'''
if channel not in self.queues:
self.queues[channel] = Queue()
self.queues[channel].put(message)
def subscribe(self, channel):
'''
channel - An immutable key that represents the name of the channel. It can be nonexistent.
'''
if channel not in self.queues:
self.queues[channel] = Queue()
return self.queues[channel]
# generic page that can be brought onto the front plane
class Page(tk.Frame):
def __init__(self, *args, **kwargs):
super(Page, self).__init__(*args, **kwargs)
self.place(x=0, y=0, relwidth=1.0, relheight=1.0)
def show(self):
self.lift()
class Solver(Page):
def _from_rgb(self,rgb):
return "#%02x%02x%02x" % rgb
def get_cube_row_col(self,sname):
row = 0
col = 0
if sname == 'F':
row = 0
col = 0
elif sname == 'R':
row = 0
col = 1
elif sname == 'B':
row = 0
col = 2
elif sname == 'U':
row = 1
col = 0
elif sname == 'D':
row = 1
col = 1
elif sname == 'L':
row = 1
col = 2
return [row, col]
def show_frame(self):
isbusy = camera.IsBusy()
if isbusy:
self.after(10, self.show_frame)
else:
scale = 2.5
v_width = int(640 / scale)
v_height = int(480 / scale)
ok, frame = camera.cam.read()
if ok:
#frame = cv2.flip(frame, 1)
camera.cv_image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
img = Image.fromarray(camera.cv_image).resize((v_width,v_height))
imgtk = ImageTk.PhotoImage(image=img)
self.display1.imgtk = imgtk #Shows frame for display 1
self.display1.configure(image=imgtk)
self.after(30, self.show_frame)
else:
self.after(10, self.show_frame)
def show_scan_cube_status(self):
for idx, sname in enumerate(self.cubeScanList):
for crow in range(3):
for ccol in range(3):
if camera.cubeColors[idx][crow][ccol]:
rgb = camera.cubeColors[idx][crow][ccol]
r = rgb[0]
g = rgb[1]
b = rgb[2]
colorname = webcolors.rgb_percent_to_rgb(webcolors.rgb_to_rgb_percent(rgb))
if crow == 1 and ccol == 1:
self.cubematrix[idx][crow][ccol].config(text=sname)
self.cubematrix[idx][crow][ccol].config(bg=self._from_rgb(colorname))
if not self.is_use_scan_cube_label:
self.cubematrix[idx][crow][ccol].grid_remove()
else:
self.cubematrix[idx][crow][ccol].grid(row=crow, column=ccol, ipadx=1, ipady=2, padx=2, pady=2)
scanimg = {}
try:
scanimg = camera.cv_images[idx]
if self.scanImageFrame[sname]['wraplength'] != 10:
scanimg = Image.fromarray(scanimg).resize((108,97))
scanout = ImageTk.PhotoImage(scanimg)
self.scanImageFrame[sname].configure(image=scanout)
self.scanImageFrame[sname].image = scanout
self.scanImageFrame[sname]['wraplength'] = 10
self.scanImageFrame[sname]['text'] = sname
except IndexError:
scanimg = {}
self.after(100, self.show_scan_cube_status)
def __init__(self, *args, **kwargs):
super(Solver, self).__init__(*args, **kwargs)
self.channel = 'solver'
self.pub = QueuePubSub(queues)
self.sub = QueuePubSub(queues).subscribe('update')
self.cubeScanList = ['F', 'R', 'B', 'L', 'D', 'U']
self.scanImageFrame = {}
self.cubematrix = [[[0 for col in range(3)] for row in range(3)] for face in range(6)]
# Grip/Stop Functions
self.grip_labelframe = tk.LabelFrame(self, text='Grip/Stop Functions')
self.grip_labelframe.pack(side='left', fill=tk.Y, ipadx=2, ipady=2, padx=20, pady=20)
# Side Grip/Stop Buttons
self.button_names = ['Fix', 'Release', 'Infinite', 'Stop', 'Cube Status']
max_button_width = max(map(lambda x: len(x), self.button_names))
self.buttons = {}
for button_name in self.button_names:
self.buttons[button_name] = tk.Button(self.grip_labelframe, text=button_name, width=max_button_width, height=1, command=lambda label=button_name: self.button_action(label))
self.buttons[button_name].pack(side='top', expand=True)
# Solver/Reader Functions
self.solver_labelframe = tk.LabelFrame(self, text='Solver/Reader Functions')
self.solver_labelframe.pack(side='top', fill=tk.BOTH, ipadx=2, ipady=2, padx=2, pady=20, expand=True)
# Solver/Reader Buttons & Progress Bars
self.solver_labelframe.rowconfigure(0, weight=1)
self.solver_labelframe.rowconfigure(1, weight=1)
self.solver_labelframe.columnconfigure(0, weight=1)
self.solver_labelframe.columnconfigure(1, weight=3)
self.solver_labelframe.columnconfigure(2, weight=1)
new_buttons = ['Read Cube', 'Solve Cube', 'Scramble Cube']
max_button_width = max(map(lambda x: len(x), new_buttons))
for idx, button_name in enumerate(new_buttons):
self.buttons[button_name] = tk.Button(self.solver_labelframe, text=button_name, width=max_button_width+10, height=1, command=lambda label=button_name: self.button_action(label))
self.buttons[button_name].grid(row=idx, column=0, padx=20, pady=0, sticky='nw')
self.progress_bars = {}
self.bar_names = new_buttons
for idx, bar_name in enumerate(self.bar_names):
self.progress_bars[bar_name] = ttk.Progressbar(self.solver_labelframe, orient='horizontal', length=480, mode='determinate')
self.progress_bars[bar_name].grid(row=idx, column=1, padx=10, pady=7, sticky='nwe')
self.progress_labels = {}
self.label_names = new_buttons
max_button_width = max(map(lambda x: len(x), self.label_names))
for idx, label_name in enumerate(self.label_names):
self.progress_labels[label_name] = tk.Label(self.solver_labelframe, text='0%', height=1, width=max_button_width, justify=tk.LEFT, anchor=tk.W)
self.progress_labels[label_name].grid(row=idx, column=2, padx=20, pady=7, sticky='nw')
self.button_names += new_buttons
self.buttons['Solve Cube'].config(state='disabled')
self.video_labelframe = tk.LabelFrame(self, text='video')
self.video_labelframe.pack(side='left', fill=tk.BOTH, ipadx=0, ipady=0, padx=0, pady=0, expand=False)
self.display1 = tk.Label(self.video_labelframe, text='video')
self.display1.grid(row=0, column=0, padx=0, pady=0) #Display 1
##############
self.cube_labelframe = tk.LabelFrame(self, text='read cube status')
self.cube_labelframe.pack(side='top', fill=tk.BOTH, ipadx=0, ipady=0, padx=0, pady=0, expand=True)
self.is_use_scan_cube_label = True
for idx, sname in enumerate(self.cubeScanList):
row_col = self.get_cube_row_col(sname)
row = row_col[0]
col = row_col[1]
self.scanImageFrame[sname] = tk.Label(self.cube_labelframe, text=sname, compound=tk.CENTER, bg="lightgray")
self.scanImageFrame[sname].grid(row=row, column=col, padx=1, pady=1)
if self.is_use_scan_cube_label:
for crow in range(3):
for ccol in range(3):
self.cubematrix[idx][crow][ccol] = tk.Label(self.scanImageFrame[sname], text=sname, width=3, compound=tk.CENTER, bd=2, bg="black")
self.show_scan_cube_status()
self.show_frame()
self.scanCubeReset()
self.after(50, self.refresh_page)
def scanCubeReset(self):
camera.cv_images = []
scanout = {}
cube_image_file = './images/cube.jpg'
if os.path.isfile(cube_image_file):
scanimg = cv2.imread(cube_image_file, cv2.IMREAD_COLOR)
scanimg = cv2.cvtColor(scanimg, cv2.COLOR_BGR2RGB)
scanimg = Image.fromarray(scanimg).resize((108,97))
scanout = ImageTk.PhotoImage(scanimg)
for idx, cubename in enumerate(self.cubeScanList):
if scanout:
self.scanImageFrame[cubename].configure(image=scanout)
self.scanImageFrame[cubename].image = scanout
self.scanImageFrame[cubename]['text'] = cubename
self.scanImageFrame[cubename]['wraplength'] = 20
for crow in range(3):
for ccol in range(3):
camera.cubeColors[idx][crow][ccol] = webcolors.name_to_rgb("lightgray")
def button_action(self, label):
if label == 'Stop' or label == 'fix' or label == 'release' or label == 'scramble':
self.scanCubeReset()
elif label == 'Infinite':
#
self.scanCubeReset()
elif label == 'Cube Status':
if self.is_use_scan_cube_label:
self.is_use_scan_cube_label = False
self.buttons[label].config(bg="green")
else:
self.is_use_scan_cube_label = True
self.buttons[label].config(bg="lightgray")
self.pub.publish(self.channel, label)
def refresh_page(self):
try:
# block or disable the solve button
fix_state = 'normal'
release_state = 'normal'
infinite_state = 'normal'
read_state = 'normal'
solve_state = 'normal'
scramble_state = 'normal'
update = self.sub.get(block=False)
if update['fix_button_locked'] is True:
fix_state = 'disabled'
if update['release_button_locked'] is True:
release_state = 'disabled'
if update['read_button_locked'] is True:
read_state = 'disabled'
if update['solve_button_locked'] is True:
solve_state = 'disabled'
if update['scramble_button_locked'] is True:
scramble_state = 'disabled'
if update['infinite_button_locked'] is True:
infinite_state = 'disabled'
if self.buttons['Fix']['state'] != fix_state:
self.buttons['Fix'].config(state=fix_state)
if self.buttons['Release']['state'] != release_state:
self.buttons['Release'].config(state=release_state)
if self.buttons['Infinite']['state'] != infinite_state:
self.buttons['Infinite'].config(state=infinite_state)
if self.buttons['Solve Cube']['state'] != solve_state:
self.buttons['Solve Cube'].config(state=solve_state)
if self.buttons['Read Cube']['state'] != read_state:
self.buttons['Read Cube'].config(state=read_state)
if self.buttons['Scramble Cube']['state'] != scramble_state:
self.buttons['Scramble Cube'].config(state=scramble_state)
# update both progress bars
read_progress_bar = update['read_status']
solve_progress_bar = update['solve_status']
scramble_progress_bar = update['scramble_status']
self.progress_bars['Read Cube']['value'] = read_progress_bar
self.progress_bars['Solve Cube']['value'] = solve_progress_bar
self.progress_bars['Scramble Cube']['value'] = scramble_progress_bar
# update both labels of both progress bars
self.progress_labels['Read Cube']['text'] = '{}%'.format(int(read_progress_bar))
self.progress_labels['Solve Cube']['text'] = '{}%'.format(int(solve_progress_bar))
self.progress_labels['Scramble Cube']['text'] = '{}%'.format(int(scramble_progress_bar))
except Empty:
pass
finally:
self.after(50, self.refresh_page)
class Camera(Page):
def __init__(self, *args, **kwargs):
super(Camera, self).__init__(*args, **kwargs)
self.channel = 'config'
self.pub = QueuePubSub(queues)
# left big frame
self.entries_frame = tk.LabelFrame(self, text='Interest Zones')
self.entries_frame.pack(side='left', fill=tk.Y, ipadx=2, ipady=2, padx=20, pady=20)
# configure layout of labels and buttons in the left frame
self.entries_frame.rowconfigure(0, weight=1)
self.entries_frame.rowconfigure(1, weight=1)
self.entries_frame.rowconfigure(2, weight=1)
self.entries_frame.rowconfigure(3, weight=1)
self.entries_frame.rowconfigure(4, weight=1)
self.entries_frame.columnconfigure(0, weight=1)
self.entries_frame.columnconfigure(1, weight=1)
# and setup the labels and the buttons in the left frame
self.labels = {}
self.entries = {}
self.entry_values = {}
self.label_names = ['X Offset (px)', 'Y Offset (px)', 'Size (px)', 'Pad (px)']
max_button_width = max(map(lambda x: len(x), self.label_names))
for idx, text in enumerate(self.label_names):
self.labels[text] = tk.Label(self.entries_frame, text=text, height=1, width=max_button_width, justify='right', anchor=tk.W)
self.labels[text].grid(row=idx, column=0, padx=20, pady=10)
self.entry_values[text] = tk.IntVar()
self.entries[text] = tk.Entry(self.entries_frame, justify='left', width=5, textvariable=self.entry_values[text])
self.entries[text].grid(row=idx, column=1, padx=20, pady=10)
# create the capture button
self.button_frame = tk.Frame(self.entries_frame)
self.button_frame.grid(row=4, column=0, columnspan=2)
self.button_names = ['Load', 'Save', 'Preview']
max_width = max(map(lambda x: len(x), self.button_names))
self.buttons = {}
for btn_name in self.button_names:
self.buttons[btn_name] = tk.Button(self.button_frame, text=btn_name, width=max_width, command=lambda label=btn_name: self.button_action(label))
self.buttons[btn_name].pack(side='left', expand=True, padx=2, pady=2)
# right big frame (actually label) that includes the preview image from the camera
self.images = tk.Label(self, text='No captured image', bd=2, relief=tk.RIDGE)
self.images.pack(side='left', fill=tk.BOTH, ipadx=2, ipady=2, padx=20, pady=20, expand=True)
# load the config file on app launch
self.button_action(self.button_names[0])
# every time the get preview button is pressed
def button_action(self, label):
if label in self.button_names[:2]:
# load config file
try:
with open(config_file, 'r') as f:
config = json.load(f)
# load config file into this class
if label == self.button_names[0]:
for key in self.label_names:
val = config['camera'][key]
self.entry_values[key].set(val)
except:
logger.warning('config file can\'t be loaded because it doesn\'t exist')
config = {}
# save config file
if label == self.button_names[1]:
config['camera'] = {}
for key in self.label_names:
config['camera'][key] = self.entry_values[key].get()
try:
with open(config_file, 'w') as f:
json.dump(config, f, indent=4, sort_keys=True)
except:
logger.warning('failed saving the config file')
self.pub.publish(self.channel, config)
# if we have to get a preview
if label == self.button_names[2]:
xoff = self.entry_values['X Offset (px)'].get()
yoff = self.entry_values['Y Offset (px)'].get()
dim = self.entry_values['Size (px)'].get()
pad = self.entry_values['Pad (px)'].get()
# 640x480
img = camera.get_overlayed_processed_image(xoff, yoff, dim, pad)
img = Image.fromarray(img).resize((376,282))
out = ImageTk.PhotoImage(img)
self.images.configure(image=out)
self.images.image = out
class Arms(Page):
def __init__(self, *args, **kwargs):
super(Arms, self).__init__(*args, **kwargs)
# label = tk.Label(self, text='This is page arms', bg='green', justify=tk.CENTER)
# label.pack(side='top', fill='both', expand=True)
self.channel_cfg = 'config'
self.channel_play = 'arms_play'
self.channel_solver = 'solver'
self.pub = QueuePubSub(queues)
self.arms = ['Arm 1', 'Arm 2', 'Arm 3', 'Arm 4']
self.arm_labels = {}
# just labels for the servos
self.low_servo_labels = []
self.high_servo_labels = []
# integer entries for the servo limits
self.low_servo_entries = []
self.high_servo_entries = []
self.low_servo_vals = []
self.high_servo_vals = []
# and the actual sliders for testing
self.servo_sliders = []
for idx, arm in enumerate(self.arms):
self.arm_labels[arm] = tk.LabelFrame(self, text=arm)
self.arm_labels[arm].pack(side='top', fill=tk.BOTH, expand=True, ipadx=10, ipady=2, padx=15, pady=5)
for i in range(2):
servo_idx = 2 * idx + i
if servo_idx % 2 == 0:
t1 = 'Pos'
else:
t1 = 'Rot'
# low positioned labels
self.low_servo_labels.append(tk.Label(self.arm_labels[arm], text='S{} '.format(servo_idx + 1) + 'Low ' + t1))
self.low_servo_labels[-1].pack(side='left', fill=tk.BOTH, padx=2)
# low positioned entries
self.low_servo_vals.append(tk.IntVar())
self.low_servo_entries.append(tk.Entry(self.arm_labels[arm], justify='left', width=5, textvariable=self.low_servo_vals[-1]))
self.low_servo_entries[-1].pack(side='left', fill=tk.X, padx=2)
# high positioned labels
self.high_servo_labels.append(tk.Label(self.arm_labels[arm], text='S{} '.format(servo_idx + 1) + 'High ' + t1))
self.high_servo_labels[-1].pack(side='left', fill=tk.BOTH, padx=2)
# high positioned entries
self.high_servo_vals.append(tk.IntVar())
self.high_servo_entries.append(tk.Entry(self.arm_labels[arm], justify='left', width=5, textvariable=self.high_servo_vals[-1]))
self.high_servo_entries[-1].pack(side='left', fill=tk.X, padx=2)
# slider
self.servo_sliders.append(tk.Scale(self.arm_labels[arm], from_=0, to=100, orient=tk.HORIZONTAL, showvalue=0, command=lambda val, s=servo_idx: self.scale(s, val)))
self.servo_sliders[-1].pack(side='left', fill=tk.X, expand=True, padx=3)
self.button_frame = tk.LabelFrame(self, text='Actions')
self.button_frame.pack(side='top', fill=tk.BOTH, expand=True, ipadx=10, ipady=2, padx=15, pady=5)
self.button_names = ['Load Config', 'Save Config', 'Random']
max_width = max(map(lambda x: len(x), self.button_names))
self.buttons = {}
for btn_name in self.button_names:
self.buttons[btn_name] = tk.Button(self.button_frame, text=btn_name, width=max_width, command=lambda label=btn_name: self.button_action(label))
self.buttons[btn_name].pack(side='left', expand=True)
# load config values on app launch
self.button_action(self.button_names[0])
def scale(self, servo, value):
self.pub.publish(self.channel_play, [servo, value])
def button_action(self, label):
# load/save config file
if label in self.button_names[:2]:
# load config file
try:
with open(config_file, 'r') as f:
config = json.load(f)
# load config file into this class
if label == self.button_names[0]:
for idx, _ in enumerate(self.arms * 2):
arm = config['servos']['s{}'.format(idx + 1)]
self.low_servo_vals[idx].set(arm['low'])
self.high_servo_vals[idx].set(arm['high'])
except:
logger.warning('config file can\'t be loaded because it doesn\'t exist')
config = {}
# save config file
if label == self.button_names[1]:
config['servos'] = {}
for idx, _ in enumerate(self.arms * 2):
arm = {
'low': self.low_servo_vals[idx].get(),
'high': self.high_servo_vals[idx].get()
}
config['servos']['s{}'.format(idx + 1)] = arm
try:
with open(config_file, 'w') as f:
json.dump(config, f, indent=4, sort_keys=True)
except:
logger.warning('failed saving the config file')
self.pub.publish(self.channel_cfg, config)
elif label == self.button_names[2]:
self.pub.publish(self.channel_solver, label)
class MainView(tk.Tk):
def __init__(self, size, name):
# initialize root window and shit
super(MainView, self).__init__()
self.geometry(size)
self.title(name)
self.resizable(False, False)
# initialize master-root window
window = tk.Frame(self, bd=2)
window.pack(side='top', fill=tk.BOTH, expand=True)
# create the 2 frames within the window container
button_navigator = tk.Frame(window, bd=2, relief=tk.FLAT)
pages = tk.Frame(window, bd=2, relief=tk.RIDGE)
# define the frames' dimensions
window.rowconfigure(0, weight=19)
window.rowconfigure(1, weight=1, minsize=25)
window.columnconfigure(0, weight=1)
# and organize them by rows/columns
pages.grid(row=0, column=0, sticky='nswe', padx=2, pady=2)
button_navigator.grid(row=1, column=0, sticky='nswe', padx=2, pady=2)
# create the 3 pages
self.frames = {}
for F in (Solver, Camera, Arms):
page_name = F.__name__
frame = F(pages)
self.frames[page_name] = frame
# and link the pages to their respective buttons
for label in ('Solver', 'Camera', 'Arms'):
button = tk.Button(button_navigator, text=label, command=self.frames[label].show)
button.pack(side=tk.LEFT, fill=tk.BOTH, expand=True, padx=5, pady=3)
# and show the default page
self.frames['Solver'].show()
class PiCameraPhotos():
def __init__(self):
# initialize camera with a set of predefined values
"""
# self.camera = picamera.PiCamera()
# self.camera.resolution = (1920, 1080)
# self.camera.framerate = 30
# self.camera.sensor_mode = 1
# self.camera.rotation = 180
# self.camera.shutter_speed = 32000
# self.camera.brightness = 60
# self.camera.exposure_mode = 'off'
# self.camera.rotation = 180
# self.camera.awb_mode = 'off'
# self.camera.awb_gains = 1.63
# also initialize the container for the image
# self.stream = io.BytesIO()
"""
self.isbusy = False
self.cam = cv2.VideoCapture(0)
self.cv_image = {}
self.cv_images = []
# self.cam.set(3, 640)
# self.cam.set(4, 480)
self.cubeColors = [[[0 for col in range(3)] for row in range(3)] for face in range(6)]
def IsBusy(self):
return self.isbusy
def capture(self):
"""
Captures an image from the Pi Camera.
:return: A Pillow.Image image.
"""
self.isbusy = True
x = 30
y = 10
img = self.cv_image;
h = img.shape[0] - 50
w = img.shape[1] - 50
img = img[y:y+h, x:x+w]
#img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
#img = cv2.bilateralFilter(img, 9, 75, 75)
#img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
self.isbusy = False
return img
def get_camera_roi(self, xoff, yoff, dim, pad):
"""
Computes the Regions-of-Interest for the cube's labels.
:param xoff: Offset in pixels on the X axis.
:param yoff: Offset in pixels on the Y axis.
:param dim: Dimension of the squared box that sits on top of a label. Measured in pixels.
:param pad: Pad distance between squared boxes.
:return: A 3x3 list with each element containing a dictionary with 'x', 'y', 'dim' labels
representing the top left corner of a label and the dimension of that squared box.
"""
cols_count = rows_count = 3
roi = [[0 for x in range(cols_count)] for x in range(rows_count)]
for row in range(rows_count):
for col in range(cols_count):
roi[row][col] = {
'x': xoff + col * (dim + pad),
'y': yoff + row * (dim + pad),
'dim': dim
}
return roi
def get_processed_image(self):
"""
Captures an image and processes it. It applies the CLAHE algorithm,
a Gaussian blur and an increase of the image's saturation by a fixed amount.
:return: RGB image as numpy array.
"""
# convert the captured image to a numpy array
sleep(0.3)
img = self.capture()
img = np.asarray(img)
return img
def get_overlayed_processed_image(self, xoff, yoff, dim, pad):
"""
Captures an image, processes it and draws the Regions-of-Interest
on the image itself.
It needs the `xoff`, `yoff`, `dim` and `pad` arguments when calling get_camera_roi
method.
:return: RGB image as numpy array.
"""
img = self.get_processed_image()
roi = self.get_camera_roi(xoff, yoff, dim, pad)
max_x = 0
max_y = 0
for rectangles in roi:
for rectangle in rectangles:
x = rectangle['x']
y = rectangle['y']
dim = rectangle['dim']
cv2.rectangle(img, (x, y), (x+dim, y+dim), (255,255,255), thickness=2)
return img
def get_camera_color_patches(self, xoff, yoff, dim, pad, pic_counter):
"""
Captures an image, processes it and selects the Regions-of-Interest, after which
they get averaged and a array of 3x3x3 elements are returned: 3x3 labels by 3
channels. Each pixel needs 3 channels.
It needs the `xoff`, `yoff`, `dim` and `pad` arguments when calling get_camera_roi
method.
:return: A LAB image as a 3x3x3 numpy array for all 9 labels of a cube's face.
"""
img = self.get_processed_image()
roi = self.get_camera_roi(xoff, yoff, dim, pad)
color_patches = np.zeros(shape=(3, 3, 3), dtype=np.uint8)
for row in range(3):
for col in range(3):
cropper = roi[row][col]
x = cropper['x']
y = cropper['y']
dim = cropper['dim']
temp = img[y:y+dim, x:x+dim]
temp = temp.reshape(temp.shape[0] * temp.shape[1], temp.shape[2])
pixel = temp.mean(axis=0)
r = pixel[0]
g = pixel[1]
b = pixel[2]
rColor = webcolors.rgb_percent_to_rgb(webcolors.rgb_to_rgb_percent((r,g,b)))
color_patches[row, col, :] = rColor
self.cubeColors[pic_counter][row][col] = rColor
#self.cubeColors[pic_counter][row][col] = [int(x) for x in pixel]
#colorname = webcolors.rgb_percent_to_rgb(webcolors.rgb_to_rgb_percent((r,g,b)))
"""
#
#img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
img = cv2.bilateralFilter(img, 9, 75, 75)
img = ~img
for row in range(3):
for col in range(3):
cropper = roi[row][col]
x = cropper['x']
y = cropper['y']
dim = cropper['dim']
temp = img[y:y+dim, x:x+dim]
temp = temp.reshape(temp.shape[0] * temp.shape[1], temp.shape[2])
pixel = temp.mean(axis=0)
color_patches[row, col, :] = [int(x) for x in pixel]
"""
return color_patches
def destructor(self):
self.cam.release()
cv2.destroyAllWindows()
class RubiksSolver():
def __init__(self, channel):
"""
Initialize a model object for the FSM.
:param channel: The channel to which commands have to be published.
"""
self.pub = QueuePubSub(queues)
self.channel = channel
self.thread_stopper = td.Event()
self.thread = None
self.thread2_stopper = td.Event()
self.thread2 = None
self.cubesolution = None
self.infiniteStatus = False
self.isFixedCube = False
def __execute_command(self, command):
"""
Execute a command on the PivotPi.
:param command: A dictionary containing the 'time', 'servo' and
'position' keys representing the time needed for the command to get
executed, the servo onto which the action has to be applied (starts from 1)
and the position in degrees at which the servo has to move to.
:return: True if it succeeded or False otherwise.
"""
time = command['time']
# we know the servo number is the 2nd element of the string
servo = int(command['servo'][1]) - 1
position = command['position']
# move the servo
try:
pivotpi.angle(servo, position)
sleep(time)
except:
return False
return True
def __instantiate_arms(self, config, mode):
"""
Initialize the robot's arms either in released or fixed mode.
:param config: The configuration dictionary as it comes from the GUI app.
:param mode: 'fix' or 'release'.
:return: A list of 4 elements with instances of the arms.Arm class.
"""
robot_arms = []
servos = config['servos']
if mode == 'fix':
pos = 'low'
elif mode == 'release':
pos = 'high'
else:
return None
keys = list(servos.keys())
keys.sort()
# because there are 4 arms
for i in range(4):
linear_servo = keys[2 * i]
rotational_servo = keys[2 * i + 1]
linear_cfg = servos[linear_servo]
rotational_cfg = servos[rotational_servo]
robot_arms.append(
arms.Arm(linear_servo, rotational_servo,
linear_cfg['low'], linear_cfg['high'],
rotational_cfg['low'], rotational_cfg['high'],
linear_cfg[pos], rotational_cfg['low'],
rotation_speed=0.0001, command_delay=0.00005)
)
return robot_arms
def __instantiate_arms_in_release_mode(self, config):
"""
Same thing as calling __instantiate_arms with mode set to 'release'.
:param config: The configuration dictionary as it comes from the GUI app.
:return: A list of 4 elements with instances of the arms.Arm class.
"""
return self.__instantiate_arms(config, mode='release')
def __instantiate_arms_in_fix_mode(self, config):
"""
Same thing as calling __instantiate_arms with mode set to 'fix'.
:param config: The configuration dictionary as it comes from the GUI app.
:return: A list of 4 elements with instances of the arms.Arm class.
"""
return self.__instantiate_arms(config, mode='fix')
def __generate_handwritten_solution_from_cube_state(self, cube_centers, rubiks_labels):
"""
Generate movement solution for the robot's arms. This method returns the sequence of
steps required for the robot to solve the cube.
:param cube_centers: A 6-element list containing the numeric labels for each face's center.
:param rubiks_labels: Flattened Rubik's cube labels in the order expected by the muodov/kociemba library.
These labels are numeric.
:return:
"""
# generate dictionary to map between center labels as
# digits to labels as a handwritten notation: URFDLB
kociembas_input_labels = {}
for center, label in zip(cube_centers, 'U R F D L B'.split()):
kociembas_input_labels[center] = label
# generate the cube's state as a list of strings of 6x9 labels
cubestate = [kociembas_input_labels[label] for label in rubiks_labels]
cubestate = ''.join(cubestate)
print('cubestate = ', cubestate)
# generate the solution for the given cube's state
solved = kociemba.solve(cubestate)
solved = solved.split(' ')
return solved
def __buttons_status(self, status):
if self.infiniteStatus:
return True
return status
def unblock_solve(self, event):
"""
Unblock the solve button in the GUI app.
:param event: Unnecessary.
:return: Nothing.
"""
logger.debug('unblock solve button')
self.pub.publish(self.channel, {
'fix_button_locked': self.__buttons_status(False),
'release_button_locked': self.__buttons_status(False),
'infinite_button_locked': self.__buttons_status(False),
'read_button_locked': self.__buttons_status(False),
'solve_button_locked': self.__buttons_status(False),
'scramble_button_locked': self.__buttons_status(False),
'read_status': 0,
'solve_status': 0,
'scramble_status': 0
})
def is_finished(self, event):
"""
Checks if any thread that runs in the background has finished (
either for solving or reading the cube).
:param event: Not necessary.
:return: Whether the thread is still running or not.
"""
if self.infiniteStatus:
return
return self.thread_stopper.is_set()
def block_solve(self, event):
"""
Blocks the solve button and stops the arms' motors.
:param event: Not necessary here.
:return: Nothing.
"""
if self.infiniteStatus:
return
logger.debug('block solve button')
if self.thread != None and not self.thread_stopper.is_set():
self.thread_stopper.set()
self.thread.join()
hard = event.kwargs.get('hard')
if hard is True:
# cut the power from the servos
logger.debug('hard stop servos')
else:
# just stop the motors but don't cut the power
logger.debug('soft stop servos')
# and publish what's necessary for the GUI
self.pub.publish(self.channel, {
'fix_button_locked': self.__buttons_status(False),
'release_button_locked': self.__buttons_status(False),
'infinite_button_locked': self.__buttons_status(False),
'read_button_locked': self.__buttons_status(False),
'solve_button_locked': self.__buttons_status(True),
'scramble_button_locked': self.__buttons_status(False),
'read_status': 0,
'solve_status': 0,
'scramble_status': 0
})
def readcube(self, event):
"""
Spins up the thread for readcube_thread method.
:param event: Is a dictionary that contains the arm configs as received from the GUI app.
:return: Nothing.
"""
logger.debug('start thread for reading the cube')
self.config = event.kwargs.get('config')
self.thread_stopper.clear()
self.thread = td.Thread(target=self.readcube_thread)
self.thread.start()
def readcube_thread(self):
"""
Method which scans the cube's surface.
:return: Nothing.
"""
logger.debug('reading cube')
self.pub.publish(self.channel, {
'fix_button_locked': self.__buttons_status(True),
'release_button_locked': self.__buttons_status(True),
'infinite_button_locked': self.__buttons_status(True),
'read_button_locked': self.__buttons_status(True),
'solve_button_locked': self.__buttons_status(True),
'scramble_button_locked': self.__buttons_status(True),
'read_status': 0,
'solve_status': 0,
'scramble_status': 0
})
# instantiate arms and reposition
robot_arms = self.__instantiate_arms_in_release_mode(self.config)
generator = arms.ArmSolutionGenerator(*robot_arms)
if not self.isFixedCube:
generator.reposition_arms(delay=0.5)
generator.fix()
# test solve code
# str = 'RRDUUDUULFRRFRRDDBFFDFFDULBLDRLDBLBUFLLULLBBBFUUFBBRRD'
# self.generator = generator
# self.cubesolution = list( str )
# self.thread_stopper.set()
# return
# F
generator.take_capture_order()
generator.append_command('take photo')
generator.take_capture_reset()
generator.rotate_cube_towards_right()
# L
generator.take_capture_order()
generator.append_command('take photo')
generator.take_capture_reset()
generator.rotate_cube_towards_right()
# B
generator.take_capture_order()
generator.append_command('take photo')
generator.take_capture_reset()
generator.rotate_cube_towards_right()
# R
generator.take_capture_order()
generator.append_command('take photo')
generator.take_capture_reset()
generator.rotate_cube_towards_right()
generator.rotate_cube_upwards()