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jufo-gui.py
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# -*- coding: utf-8 -*-
from PyQt4 import QtCore, QtGui
from PyQt4.QtGui import *
from PyQt4.QtCore import *
import numpy as np
import sys
from dwave.system.samplers import DWaveSampler
from dwave.system.composites import EmbeddingComposite
from dwave.system import EmbeddingComposite, LazyFixedEmbeddingComposite
import neal
import dimod
import dwave_networkx as dnx
import networkx as nx
import dwave.embedding
from array import *
import thread
import math
import time
import sched
from threading import Timer
import warnings
#Vars
result = 0
min_reads = 1000
max_reads = 100000
min_annealing_time = 20
max_annealing_time = 100
min_chain_strength = 1
max_chain_strength = 40
#GUI
try:
_fromUtf8 = QtCore.QString.fromUtf8
except AttributeError:
def _fromUtf8(s):
return s
try:
_encoding = QtGui.QApplication.UnicodeUTF8
def _translate(context, text, disambig):
return QtGui.QApplication.translate(context, text, disambig, _encoding)
except AttributeError:
def _translate(context, text, disambig):
return QtGui.QApplication.translate(context, text, disambig)
class Ui_MainWindow(object):
def setupUi(self, MainWindow):
MainWindow.setObjectName(_fromUtf8("MainWindow"))
MainWindow.resize(695, 595)
self.centralwidget = QtGui.QWidget(MainWindow)
self.centralwidget.setObjectName(_fromUtf8("centralwidget"))
self.verticalLayoutWidget_10 = QtGui.QWidget(self.centralwidget)
self.verticalLayoutWidget_10.setGeometry(QtCore.QRect(10, 10, 681, 581))
self.verticalLayoutWidget_10.setObjectName(_fromUtf8("verticalLayoutWidget_10"))
self.verticalLayout_4 = QtGui.QVBoxLayout(self.verticalLayoutWidget_10)
self.verticalLayout_4.setMargin(0)
self.verticalLayout_4.setObjectName(_fromUtf8("verticalLayout_4"))
self.stackedWidget = QtGui.QStackedWidget(self.verticalLayoutWidget_10)
self.stackedWidget.setAcceptDrops(False)
self.stackedWidget.setAutoFillBackground(False)
self.stackedWidget.setObjectName(_fromUtf8("stackedWidget"))
self.page_1 = QtGui.QWidget()
self.page_1.setObjectName(_fromUtf8("page_1"))
self.verticalLayoutWidget = QtGui.QWidget(self.page_1)
self.verticalLayoutWidget.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget.setObjectName(_fromUtf8("verticalLayoutWidget"))
self.verticalLayout_side1 = QtGui.QVBoxLayout(self.verticalLayoutWidget)
self.verticalLayout_side1.setMargin(0)
self.verticalLayout_side1.setObjectName(_fromUtf8("verticalLayout_side1"))
self.infos_label_1_side_1 = QtGui.QLabel(self.verticalLayoutWidget)
self.infos_label_1_side_1.setAcceptDrops(False)
self.infos_label_1_side_1.setWordWrap(True)
self.infos_label_1_side_1.setObjectName(_fromUtf8("infos_label_1_side_1"))
self.verticalLayout_side1.addWidget(self.infos_label_1_side_1)
self.infos_label_2_side_1 = QtGui.QLabel(self.verticalLayoutWidget)
self.infos_label_2_side_1.setScaledContents(False)
self.infos_label_2_side_1.setAlignment(QtCore.Qt.AlignBottom|QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing)
self.infos_label_2_side_1.setWordWrap(True)
self.infos_label_2_side_1.setObjectName(_fromUtf8("infos_label_2_side_1"))
self.verticalLayout_side1.addWidget(self.infos_label_2_side_1)
spacerItem = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_side1.addItem(spacerItem)
self.horizontalLayout_2 = QtGui.QHBoxLayout()
self.horizontalLayout_2.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_2.setObjectName(_fromUtf8("horizontalLayout_2"))
self.next_button_side_1 = QtGui.QPushButton(self.verticalLayoutWidget)
self.next_button_side_1.setObjectName(_fromUtf8("next_button_side_1"))
self.horizontalLayout_2.addWidget(self.next_button_side_1)
self.verticalLayout_side1.addLayout(self.horizontalLayout_2)
self.stackedWidget.addWidget(self.page_1)
self.page_2 = QtGui.QWidget()
self.page_2.setObjectName(_fromUtf8("page_2"))
self.verticalLayoutWidget_2 = QtGui.QWidget(self.page_2)
self.verticalLayoutWidget_2.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget_2.setObjectName(_fromUtf8("verticalLayoutWidget_2"))
self.verticalLayout_side_2 = QtGui.QVBoxLayout(self.verticalLayoutWidget_2)
self.verticalLayout_side_2.setMargin(0)
self.verticalLayout_side_2.setObjectName(_fromUtf8("verticalLayout_side_2"))
self.infos_label_1_side_2 = QtGui.QLabel(self.verticalLayoutWidget_2)
self.infos_label_1_side_2.setObjectName(_fromUtf8("infos_label_1_side_2"))
self.verticalLayout_side_2.addWidget(self.infos_label_1_side_2)
self.infos_label_2_side_2 = QtGui.QLabel(self.verticalLayoutWidget_2)
self.infos_label_2_side_2.setObjectName(_fromUtf8("infos_label_2_side_2"))
self.verticalLayout_side_2.addWidget(self.infos_label_2_side_2)
self.infos_label_3_side_2 = QtGui.QLabel(self.verticalLayoutWidget_2)
self.infos_label_3_side_2.setObjectName(_fromUtf8("infos_label_3_side_2"))
self.verticalLayout_side_2.addWidget(self.infos_label_3_side_2)
self.infos_label_4_side_2 = QtGui.QLabel(self.verticalLayoutWidget_2)
self.infos_label_4_side_2.setObjectName(_fromUtf8("infos_label_4_side_2"))
self.verticalLayout_side_2.addWidget(self.infos_label_4_side_2)
self.infos_label_5_side_2 = QtGui.QLabel(self.verticalLayoutWidget_2)
self.infos_label_5_side_2.setObjectName(_fromUtf8("infos_label_5_side_2"))
self.verticalLayout_side_2.addWidget(self.infos_label_5_side_2)
spacerItem1 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_side_2.addItem(spacerItem1)
self.horizontalLayout_4 = QtGui.QHBoxLayout()
self.horizontalLayout_4.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_4.setObjectName(_fromUtf8("horizontalLayout_4"))
self.back_button_side_2 = QtGui.QPushButton(self.verticalLayoutWidget_2)
self.back_button_side_2.setObjectName(_fromUtf8("back_button_side_2"))
self.horizontalLayout_4.addWidget(self.back_button_side_2)
self.next_button_side_2 = QtGui.QPushButton(self.verticalLayoutWidget_2)
self.next_button_side_2.setObjectName(_fromUtf8("next_button_side_2"))
self.horizontalLayout_4.addWidget(self.next_button_side_2)
self.verticalLayout_side_2.addLayout(self.horizontalLayout_4)
self.stackedWidget.addWidget(self.page_2)
self.page_3 = QtGui.QWidget()
self.page_3.setObjectName(_fromUtf8("page_3"))
self.verticalLayoutWidget_3 = QtGui.QWidget(self.page_3)
self.verticalLayoutWidget_3.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget_3.setObjectName(_fromUtf8("verticalLayoutWidget_3"))
self.verticalLayout_side_3 = QtGui.QVBoxLayout(self.verticalLayoutWidget_3)
self.verticalLayout_side_3.setMargin(0)
self.verticalLayout_side_3.setObjectName(_fromUtf8("verticalLayout_side_3"))
self.headline_side_3 = QtGui.QLabel(self.verticalLayoutWidget_3)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.headline_side_3.setFont(font)
self.headline_side_3.setAlignment(QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop)
self.headline_side_3.setObjectName(_fromUtf8("headline_side_3"))
self.verticalLayout_side_3.addWidget(self.headline_side_3)
self.solver_select = QtGui.QComboBox(self.verticalLayoutWidget_3)
self.solver_select.setObjectName(_fromUtf8("solver_select"))
self.verticalLayout_side_3.addWidget(self.solver_select)
spacerItem2 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_side_3.addItem(spacerItem2)
self.horizontalLayout_5 = QtGui.QHBoxLayout()
self.horizontalLayout_5.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_5.setObjectName(_fromUtf8("horizontalLayout_5"))
self.back_button_side_3 = QtGui.QPushButton(self.verticalLayoutWidget_3)
self.back_button_side_3.setObjectName(_fromUtf8("back_button_side_3"))
self.horizontalLayout_5.addWidget(self.back_button_side_3)
self.next_button_side_3 = QtGui.QPushButton(self.verticalLayoutWidget_3)
self.next_button_side_3.setObjectName(_fromUtf8("next_button_side_3"))
self.horizontalLayout_5.addWidget(self.next_button_side_3)
self.verticalLayout_side_3.addLayout(self.horizontalLayout_5)
self.stackedWidget.addWidget(self.page_3)
self.page_4 = QtGui.QWidget()
self.page_4.setObjectName(_fromUtf8("page_4"))
self.verticalLayoutWidget_9 = QtGui.QWidget(self.page_4)
self.verticalLayoutWidget_9.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget_9.setObjectName(_fromUtf8("verticalLayoutWidget_9"))
self.verticalLayout = QtGui.QVBoxLayout(self.verticalLayoutWidget_9)
self.verticalLayout.setMargin(0)
self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
self.headline_side_4 = QtGui.QLabel(self.verticalLayoutWidget_9)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.headline_side_4.setFont(font)
self.headline_side_4.setAlignment(QtCore.Qt.AlignCenter)
self.headline_side_4.setObjectName(_fromUtf8("headline_side_4"))
self.verticalLayout.addWidget(self.headline_side_4)
self.runs_headline = QtGui.QLabel(self.verticalLayoutWidget_9)
self.runs_headline.setObjectName(_fromUtf8("runs_headline"))
self.verticalLayout.addWidget(self.runs_headline)
self.runs_slider = QtGui.QSlider(self.verticalLayoutWidget_9)
self.runs_slider.setMinimum(1000)
self.runs_slider.setMaximum(10000)
self.runs_slider.setOrientation(QtCore.Qt.Horizontal)
self.runs_slider.setObjectName(_fromUtf8("runs_slider"))
self.verticalLayout.addWidget(self.runs_slider)
self.horizontalLayout_runs = QtGui.QHBoxLayout()
self.horizontalLayout_runs.setObjectName(_fromUtf8("horizontalLayout_runs"))
self.runs_min_label = QtGui.QLabel(self.verticalLayoutWidget_9)
self.runs_min_label.setObjectName(_fromUtf8("runs_min_label"))
self.horizontalLayout_runs.addWidget(self.runs_min_label)
self.runs_label = QtGui.QLabel(self.verticalLayoutWidget_9)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.runs_label.setFont(font)
self.runs_label.setAlignment(QtCore.Qt.AlignCenter)
self.runs_label.setObjectName(_fromUtf8("runs_label"))
self.horizontalLayout_runs.addWidget(self.runs_label)
self.runs_max_label = QtGui.QLabel(self.verticalLayoutWidget_9)
self.runs_max_label.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
self.runs_max_label.setObjectName(_fromUtf8("runs_max_label"))
self.horizontalLayout_runs.addWidget(self.runs_max_label)
self.verticalLayout.addLayout(self.horizontalLayout_runs)
self.annealing_time_headline = QtGui.QLabel(self.verticalLayoutWidget_9)
self.annealing_time_headline.setObjectName(_fromUtf8("annealing_time_headline"))
self.verticalLayout.addWidget(self.annealing_time_headline)
self.annealing_time_slider = QtGui.QSlider(self.verticalLayoutWidget_9)
self.annealing_time_slider.setMinimum(20)
self.annealing_time_slider.setMaximum(80)
self.annealing_time_slider.setOrientation(QtCore.Qt.Horizontal)
self.annealing_time_slider.setObjectName(_fromUtf8("annealing_time_slider"))
self.verticalLayout.addWidget(self.annealing_time_slider)
self.horizontalLayout_3 = QtGui.QHBoxLayout()
self.horizontalLayout_3.setObjectName(_fromUtf8("horizontalLayout_3"))
self.annealing_time_min = QtGui.QLabel(self.verticalLayoutWidget_9)
self.annealing_time_min.setObjectName(_fromUtf8("annealing_time_min"))
self.horizontalLayout_3.addWidget(self.annealing_time_min)
self.annealing_time_label = QtGui.QLabel(self.verticalLayoutWidget_9)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.annealing_time_label.setFont(font)
self.annealing_time_label.setAlignment(QtCore.Qt.AlignCenter)
self.annealing_time_label.setObjectName(_fromUtf8("annealing_time_label"))
self.horizontalLayout_3.addWidget(self.annealing_time_label)
self.annealing_time_max = QtGui.QLabel(self.verticalLayoutWidget_9)
self.annealing_time_max.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
self.annealing_time_max.setObjectName(_fromUtf8("annealing_time_max"))
self.horizontalLayout_3.addWidget(self.annealing_time_max)
self.verticalLayout.addLayout(self.horizontalLayout_3)
self.chain_strength_headline = QtGui.QLabel(self.verticalLayoutWidget_9)
self.chain_strength_headline.setObjectName(_fromUtf8("chain_strength_headline"))
self.verticalLayout.addWidget(self.chain_strength_headline)
self.chain_strength_slider = QtGui.QSlider(self.verticalLayoutWidget_9)
self.chain_strength_slider.setMinimum(1)
self.chain_strength_slider.setMaximum(25)
self.chain_strength_slider.setProperty("value", 1)
self.chain_strength_slider.setOrientation(QtCore.Qt.Horizontal)
self.chain_strength_slider.setObjectName(_fromUtf8("chain_strength_slider"))
self.verticalLayout.addWidget(self.chain_strength_slider)
self.horizontalLayout = QtGui.QHBoxLayout()
self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
self.chain_strength_min = QtGui.QLabel(self.verticalLayoutWidget_9)
self.chain_strength_min.setObjectName(_fromUtf8("chain_strength_min"))
self.horizontalLayout.addWidget(self.chain_strength_min)
self.chain_strength_label = QtGui.QLabel(self.verticalLayoutWidget_9)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.chain_strength_label.setFont(font)
self.chain_strength_label.setAlignment(QtCore.Qt.AlignCenter)
self.chain_strength_label.setObjectName(_fromUtf8("chain_strength_label"))
self.horizontalLayout.addWidget(self.chain_strength_label)
self.chain_strength_max = QtGui.QLabel(self.verticalLayoutWidget_9)
self.chain_strength_max.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
self.chain_strength_max.setObjectName(_fromUtf8("chain_strength_max"))
self.horizontalLayout.addWidget(self.chain_strength_max)
self.verticalLayout.addLayout(self.horizontalLayout)
spacerItem3 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout.addItem(spacerItem3)
self.horizontalLayout_6 = QtGui.QHBoxLayout()
self.horizontalLayout_6.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_6.setObjectName(_fromUtf8("horizontalLayout_6"))
self.back_button_side_4 = QtGui.QPushButton(self.verticalLayoutWidget_9)
self.back_button_side_4.setObjectName(_fromUtf8("back_button_side_4"))
self.horizontalLayout_6.addWidget(self.back_button_side_4)
self.next_button_side_4 = QtGui.QPushButton(self.verticalLayoutWidget_9)
self.next_button_side_4.setObjectName(_fromUtf8("next_button_side_4"))
self.horizontalLayout_6.addWidget(self.next_button_side_4)
self.verticalLayout.addLayout(self.horizontalLayout_6)
self.stackedWidget.addWidget(self.page_4)
self.page_5 = QtGui.QWidget()
self.page_5.setObjectName(_fromUtf8("page_5"))
self.verticalLayoutWidget_4 = QtGui.QWidget(self.page_5)
self.verticalLayoutWidget_4.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget_4.setObjectName(_fromUtf8("verticalLayoutWidget_4"))
self.verticalLayout_side_5 = QtGui.QVBoxLayout(self.verticalLayoutWidget_4)
self.verticalLayout_side_5.setMargin(0)
self.verticalLayout_side_5.setObjectName(_fromUtf8("verticalLayout_side_5"))
self.headline_side_5 = QtGui.QLabel(self.verticalLayoutWidget_4)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.headline_side_5.setFont(font)
self.headline_side_5.setAlignment(QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop)
self.headline_side_5.setObjectName(_fromUtf8("headline_side_5"))
self.verticalLayout_side_5.addWidget(self.headline_side_5)
self.problem_select = QtGui.QComboBox(self.verticalLayoutWidget_4)
self.problem_select.setObjectName(_fromUtf8("problem_select"))
self.verticalLayout_side_5.addWidget(self.problem_select)
spacerItem4 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_side_5.addItem(spacerItem4)
self.definition_headline = QtGui.QLabel(self.verticalLayoutWidget_4)
font = QtGui.QFont()
font.setPointSize(11)
font.setBold(True)
font.setWeight(75)
self.definition_headline.setFont(font)
self.definition_headline.setObjectName(_fromUtf8("definition_headline"))
self.verticalLayout_side_5.addWidget(self.definition_headline)
self.qubo_definition = QtGui.QLabel(self.verticalLayoutWidget_4)
font = QtGui.QFont()
font.setPointSize(10)
self.qubo_definition.setFont(font)
self.qubo_definition.setText(_fromUtf8(""))
self.qubo_definition.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop)
self.qubo_definition.setWordWrap(True)
self.qubo_definition.setObjectName(_fromUtf8("qubo_definition"))
self.verticalLayout_side_5.addWidget(self.qubo_definition)
self.horizontalLayout_7 = QtGui.QHBoxLayout()
self.horizontalLayout_7.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_7.setObjectName(_fromUtf8("horizontalLayout_7"))
self.back_button_side_5 = QtGui.QPushButton(self.verticalLayoutWidget_4)
self.back_button_side_5.setObjectName(_fromUtf8("back_button_side_5"))
self.horizontalLayout_7.addWidget(self.back_button_side_5)
self.next_button_side_5 = QtGui.QPushButton(self.verticalLayoutWidget_4)
self.next_button_side_5.setObjectName(_fromUtf8("next_button_side_5"))
self.horizontalLayout_7.addWidget(self.next_button_side_5)
self.verticalLayout_side_5.addLayout(self.horizontalLayout_7)
self.stackedWidget.addWidget(self.page_5)
self.page_6 = QtGui.QWidget()
self.page_6.setObjectName(_fromUtf8("page_6"))
self.verticalLayoutWidget_5 = QtGui.QWidget(self.page_6)
self.verticalLayoutWidget_5.setGeometry(QtCore.QRect(0, 20, 681, 551))
self.verticalLayoutWidget_5.setObjectName(_fromUtf8("verticalLayoutWidget_5"))
self.verticalLayout_side_6 = QtGui.QVBoxLayout(self.verticalLayoutWidget_5)
self.verticalLayout_side_6.setMargin(0)
self.verticalLayout_side_6.setObjectName(_fromUtf8("verticalLayout_side_6"))
self.headline_side_6 = QtGui.QLabel(self.verticalLayoutWidget_5)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.headline_side_6.setFont(font)
self.headline_side_6.setAlignment(QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop)
self.headline_side_6.setObjectName(_fromUtf8("headline_side_6"))
self.verticalLayout_side_6.addWidget(self.headline_side_6)
self.stackedWidget_2 = QtGui.QStackedWidget(self.verticalLayoutWidget_5)
self.stackedWidget_2.setObjectName(_fromUtf8("stackedWidget_2"))
self.n_queens_options_side = QtGui.QWidget()
self.n_queens_options_side.setObjectName(_fromUtf8("n_queens_options_side"))
self.verticalLayoutWidget_6 = QtGui.QWidget(self.n_queens_options_side)
self.verticalLayoutWidget_6.setGeometry(QtCore.QRect(-1, 9, 681, 481))
self.verticalLayoutWidget_6.setObjectName(_fromUtf8("verticalLayoutWidget_6"))
self.verticalLayout_options_side_0 = QtGui.QVBoxLayout(self.verticalLayoutWidget_6)
self.verticalLayout_options_side_0.setMargin(0)
self.verticalLayout_options_side_0.setObjectName(_fromUtf8("verticalLayout_options_side_0"))
self.n_queens_options_headline = QtGui.QLabel(self.verticalLayoutWidget_6)
self.n_queens_options_headline.setAlignment(QtCore.Qt.AlignCenter)
self.n_queens_options_headline.setObjectName(_fromUtf8("n_queens_options_headline"))
self.verticalLayout_options_side_0.addWidget(self.n_queens_options_headline)
self.n_queens_n_select = QtGui.QComboBox(self.verticalLayoutWidget_6)
self.n_queens_n_select.setObjectName(_fromUtf8("n_queens_n_select"))
self.verticalLayout_options_side_0.addWidget(self.n_queens_n_select)
spacerItem5 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_options_side_0.addItem(spacerItem5)
self.stackedWidget_2.addWidget(self.n_queens_options_side)
self.knights_tour_options_side = QtGui.QWidget()
self.knights_tour_options_side.setObjectName(_fromUtf8("knights_tour_options_side"))
self.verticalLayoutWidget_11 = QtGui.QWidget(self.knights_tour_options_side)
self.verticalLayoutWidget_11.setGeometry(QtCore.QRect(-1, 19, 681, 471))
self.verticalLayoutWidget_11.setObjectName(_fromUtf8("verticalLayoutWidget_11"))
self.verticalLayout_5 = QtGui.QVBoxLayout(self.verticalLayoutWidget_11)
self.verticalLayout_5.setMargin(0)
self.verticalLayout_5.setObjectName(_fromUtf8("verticalLayout_5"))
self.knights_tour_options_headline = QtGui.QLabel(self.verticalLayoutWidget_11)
self.knights_tour_options_headline.setAlignment(QtCore.Qt.AlignCenter)
self.knights_tour_options_headline.setObjectName(_fromUtf8("knights_tour_options_headline"))
self.verticalLayout_5.addWidget(self.knights_tour_options_headline)
self.knights_tour_no_options_label = QtGui.QLabel(self.verticalLayoutWidget_11)
font = QtGui.QFont()
font.setItalic(True)
self.knights_tour_no_options_label.setFont(font)
self.knights_tour_no_options_label.setObjectName(_fromUtf8("knights_tour_no_options_label"))
self.verticalLayout_5.addWidget(self.knights_tour_no_options_label)
spacerItem6 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_5.addItem(spacerItem6)
self.stackedWidget_2.addWidget(self.knights_tour_options_side)
self.sudoku_options_side = QtGui.QWidget()
self.sudoku_options_side.setObjectName(_fromUtf8("sudoku_options_side"))
self.verticalLayoutWidget_7 = QtGui.QWidget(self.sudoku_options_side)
self.verticalLayoutWidget_7.setGeometry(QtCore.QRect(-1, 19, 681, 471))
self.verticalLayoutWidget_7.setObjectName(_fromUtf8("verticalLayoutWidget_7"))
self.verticalLayout_options_side_2 = QtGui.QVBoxLayout(self.verticalLayoutWidget_7)
self.verticalLayout_options_side_2.setMargin(0)
self.verticalLayout_options_side_2.setObjectName(_fromUtf8("verticalLayout_options_side_2"))
self.sudoku_options_headline = QtGui.QLabel(self.verticalLayoutWidget_7)
self.sudoku_options_headline.setAlignment(QtCore.Qt.AlignCenter)
self.sudoku_options_headline.setObjectName(_fromUtf8("sudoku_options_headline"))
self.verticalLayout_options_side_2.addWidget(self.sudoku_options_headline)
self.sudoku_n_select = QtGui.QComboBox(self.verticalLayoutWidget_7)
self.sudoku_n_select.setObjectName(_fromUtf8("sudoku_n_select"))
self.verticalLayout_options_side_2.addWidget(self.sudoku_n_select)
self.sudoku_options_table = QtGui.QTableWidget(self.verticalLayoutWidget_7)
self.sudoku_options_table.setRowCount(9)
self.sudoku_options_table.setColumnCount(9)
self.sudoku_options_table.setObjectName(_fromUtf8("sudoku_options_table"))
self.sudoku_options_table.horizontalHeader().setVisible(False)
self.sudoku_options_table.horizontalHeader().setDefaultSectionSize(30)
self.sudoku_options_table.verticalHeader().setVisible(False)
self.sudoku_options_table.verticalHeader().setHighlightSections(True)
self.verticalLayout_options_side_2.addWidget(self.sudoku_options_table)
self.sudoku_presets = QtGui.QComboBox(self.verticalLayoutWidget_7)
self.sudoku_presets.setObjectName(_fromUtf8("sudoku_presets"))
self.verticalLayout_options_side_2.addWidget(self.sudoku_presets)
self.stackedWidget_2.addWidget(self.sudoku_options_side)
self.amazone_options_side = QtGui.QWidget()
self.amazone_options_side.setObjectName(_fromUtf8("amazone_options_side"))
self.verticalLayoutWidget_12 = QtGui.QWidget(self.amazone_options_side)
self.verticalLayoutWidget_12.setGeometry(QtCore.QRect(-1, 9, 681, 481))
self.verticalLayoutWidget_12.setObjectName(_fromUtf8("verticalLayoutWidget_12"))
self.verticalLayout_6 = QtGui.QVBoxLayout(self.verticalLayoutWidget_12)
self.verticalLayout_6.setMargin(0)
self.verticalLayout_6.setObjectName(_fromUtf8("verticalLayout_6"))
self.amazone_options_headline = QtGui.QLabel(self.verticalLayoutWidget_12)
self.amazone_options_headline.setAlignment(QtCore.Qt.AlignCenter)
self.amazone_options_headline.setObjectName(_fromUtf8("amazone_options_headline"))
self.verticalLayout_6.addWidget(self.amazone_options_headline)
self.amazone_n_select = QtGui.QComboBox(self.verticalLayoutWidget_12)
self.amazone_n_select.setObjectName(_fromUtf8("amazone_n_select"))
self.verticalLayout_6.addWidget(self.amazone_n_select)
spacerItem7 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
self.verticalLayout_6.addItem(spacerItem7)
self.stackedWidget_2.addWidget(self.amazone_options_side)
self.custom_hamiltonian_side = QtGui.QWidget()
self.custom_hamiltonian_side.setObjectName(_fromUtf8("custom_hamiltonian_side"))
self.verticalLayoutWidget_13 = QtGui.QWidget(self.custom_hamiltonian_side)
self.verticalLayoutWidget_13.setGeometry(QtCore.QRect(-1, 9, 681, 481))
self.verticalLayoutWidget_13.setObjectName(_fromUtf8("verticalLayoutWidget_13"))
self.verticalLayout_2 = QtGui.QVBoxLayout(self.verticalLayoutWidget_13)
self.verticalLayout_2.setMargin(0)
self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
self.custom_hamiltonian_label = QtGui.QLabel(self.verticalLayoutWidget_13)
self.custom_hamiltonian_label.setAlignment(QtCore.Qt.AlignCenter)
self.custom_hamiltonian_label.setObjectName(_fromUtf8("custom_hamiltonian_label"))
self.verticalLayout_2.addWidget(self.custom_hamiltonian_label)
self.custom_hamiltonian_text_field = QtGui.QPlainTextEdit(self.verticalLayoutWidget_13)
self.custom_hamiltonian_text_field.setLineWrapMode(QtGui.QPlainTextEdit.NoWrap)
self.custom_hamiltonian_text_field.setObjectName(_fromUtf8("custom_hamiltonian_text_field"))
self.verticalLayout_2.addWidget(self.custom_hamiltonian_text_field)
self.custom_hamiltonian_file_picker_button = QtGui.QPushButton(self.verticalLayoutWidget_13)
self.custom_hamiltonian_file_picker_button.setObjectName(_fromUtf8("custom_hamiltonian_file_picker_button"))
self.verticalLayout_2.addWidget(self.custom_hamiltonian_file_picker_button)
self.stackedWidget_2.addWidget(self.custom_hamiltonian_side)
self.verticalLayout_side_6.addWidget(self.stackedWidget_2)
self.horizontalLayout_8 = QtGui.QHBoxLayout()
self.horizontalLayout_8.setContentsMargins(-1, -1, -1, 0)
self.horizontalLayout_8.setObjectName(_fromUtf8("horizontalLayout_8"))
self.back_button_side_6 = QtGui.QPushButton(self.verticalLayoutWidget_5)
self.back_button_side_6.setObjectName(_fromUtf8("back_button_side_6"))
self.horizontalLayout_8.addWidget(self.back_button_side_6)
self.next_button_side_6 = QtGui.QPushButton(self.verticalLayoutWidget_5)
self.next_button_side_6.setObjectName(_fromUtf8("next_button_side_6"))
self.horizontalLayout_8.addWidget(self.next_button_side_6)
self.verticalLayout_side_6.addLayout(self.horizontalLayout_8)
self.stackedWidget.addWidget(self.page_6)
self.page_7 = QtGui.QWidget()
self.page_7.setObjectName(_fromUtf8("page_7"))
self.verticalLayoutWidget_8 = QtGui.QWidget(self.page_7)
self.verticalLayoutWidget_8.setGeometry(QtCore.QRect(-1, 19, 681, 551))
self.verticalLayoutWidget_8.setObjectName(_fromUtf8("verticalLayoutWidget_8"))
self.verticalLayout_side_7 = QtGui.QVBoxLayout(self.verticalLayoutWidget_8)
self.verticalLayout_side_7.setMargin(0)
self.verticalLayout_side_7.setObjectName(_fromUtf8("verticalLayout_side_7"))
self.headline_side7 = QtGui.QLabel(self.verticalLayoutWidget_8)
font = QtGui.QFont()
font.setBold(True)
font.setWeight(75)
self.headline_side7.setFont(font)
self.headline_side7.setAlignment(QtCore.Qt.AlignCenter)
self.headline_side7.setObjectName(_fromUtf8("headline_side7"))
self.verticalLayout_side_7.addWidget(self.headline_side7)
self.result_energy = QtGui.QLabel(self.verticalLayoutWidget_8)
self.result_energy.setObjectName(_fromUtf8("result_energy"))
self.verticalLayout_side_7.addWidget(self.result_energy)
self.result_best_energy = QtGui.QLabel(self.verticalLayoutWidget_8)
self.result_best_energy.setObjectName(_fromUtf8("result_best_energy"))
self.verticalLayout_side_7.addWidget(self.result_best_energy)
self.number_same_results = QtGui.QLabel(self.verticalLayoutWidget_8)
self.number_same_results.setObjectName(_fromUtf8("number_same_results"))
self.verticalLayout_side_7.addWidget(self.number_same_results)
self.result_requests = QtGui.QLabel(self.verticalLayoutWidget_8)
self.result_requests.setObjectName(_fromUtf8("result_requests"))
self.verticalLayout_side_7.addWidget(self.result_requests)
self.request_duration = QtGui.QLabel(self.verticalLayoutWidget_8)
self.request_duration.setObjectName(_fromUtf8("request_duration"))
self.verticalLayout_side_7.addWidget(self.request_duration)
self.results_table = QtGui.QTableWidget(self.verticalLayoutWidget_8)
self.results_table.setEditTriggers(QtGui.QAbstractItemView.NoEditTriggers)
self.results_table.setTabKeyNavigation(False)
self.results_table.setProperty("showDropIndicator", False)
self.results_table.setDragDropOverwriteMode(False)
self.results_table.setObjectName(_fromUtf8("results_table"))
self.results_table.setColumnCount(0)
self.results_table.setRowCount(0)
self.results_table.horizontalHeader().setVisible(False)
self.results_table.horizontalHeader().setDefaultSectionSize(30)
self.results_table.verticalHeader().setVisible(False)
self.verticalLayout_side_7.addWidget(self.results_table)
self.request_save_to_file = QtGui.QPushButton(self.verticalLayoutWidget_8)
self.request_save_to_file.setObjectName(_fromUtf8("request_save_to_file"))
self.verticalLayout_side_7.addWidget(self.request_save_to_file)
self.next_button_side_7 = QtGui.QPushButton(self.verticalLayoutWidget_8)
self.next_button_side_7.setObjectName(_fromUtf8("next_button_side_7"))
self.verticalLayout_side_7.addWidget(self.next_button_side_7)
self.stackedWidget.addWidget(self.page_7)
self.verticalLayout_4.addWidget(self.stackedWidget)
MainWindow.setCentralWidget(self.centralwidget)
self.retranslateUi(MainWindow)
self.stackedWidget.setCurrentIndex(4)
self.stackedWidget_2.setCurrentIndex(4)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
def retranslateUi(self, MainWindow):
MainWindow.setWindowTitle(_translate("MainWindow", "Jufo Qubo", None))
self.infos_label_1_side_1.setText(_translate("MainWindow", "Mit diesem Programm kann man Optimierungsprobleme graphisch an den Quantencomputer senden", None))
self.infos_label_2_side_1.setText(_translate("MainWindow", "Copyright: Jonthan Treffler , Jakov D. Wallbrecher , Paul Schappert , 2019", None))
self.next_button_side_1.setText(_translate("MainWindow", "weiter", None))
self.infos_label_1_side_2.setText(_translate("MainWindow", "Folgendes wird als nächstes ausgeführt:", None))
self.infos_label_2_side_2.setText(_translate("MainWindow", "1. Hamiltonian generieren", None))
self.infos_label_3_side_2.setText(_translate("MainWindow", "2. Hamiltonian in Chimera Graph umformen", None))
self.infos_label_4_side_2.setText(_translate("MainWindow", "3. Senden der Daten über das Internet zum Quantencomputer in Kanada", None))
self.infos_label_5_side_2.setText(_translate("MainWindow", "4. Ergebnisse zurück übertragen und auswerten", None))
self.back_button_side_2.setText(_translate("MainWindow", "zurück", None))
self.next_button_side_2.setText(_translate("MainWindow", "weiter", None))
self.headline_side_3.setText(_translate("MainWindow", "Solver auswählen", None))
self.back_button_side_3.setText(_translate("MainWindow", "zurück", None))
self.next_button_side_3.setText(_translate("MainWindow", "weiter", None))
self.headline_side_4.setText(_translate("MainWindow", "Solver Parameter", None))
self.runs_headline.setText(_translate("MainWindow", "Runs", None))
self.runs_min_label.setText(_translate("MainWindow", "1000", None))
self.runs_label.setText(_translate("MainWindow", "0", None))
self.runs_max_label.setText(_translate("MainWindow", "10000", None))
self.annealing_time_headline.setText(_translate("MainWindow", "Annealing Time", None))
self.annealing_time_min.setText(_translate("MainWindow", "20", None))
self.annealing_time_label.setText(_translate("MainWindow", "0", None))
self.annealing_time_max.setText(_translate("MainWindow", "80", None))
self.chain_strength_headline.setText(_translate("MainWindow", "Chain Strength", None))
self.chain_strength_min.setText(_translate("MainWindow", "1", None))
self.chain_strength_label.setText(_translate("MainWindow", "0", None))
self.chain_strength_max.setText(_translate("MainWindow", "25", None))
self.back_button_side_4.setText(_translate("MainWindow", "zurück", None))
self.next_button_side_4.setText(_translate("MainWindow", "weiter", None))
self.headline_side_5.setText(_translate("MainWindow", "Optimierungsproblem auswählen", None))
self.definition_headline.setText(_translate("MainWindow", "Definition:", None))
self.back_button_side_5.setText(_translate("MainWindow", "zurück", None))
self.next_button_side_5.setText(_translate("MainWindow", "weiter", None))
self.headline_side_6.setText(_translate("MainWindow", "Optionen für Optimierungsproblem", None))
self.n_queens_options_headline.setText(_translate("MainWindow", "N-Damen Optionen:", None))
self.knights_tour_options_headline.setText(_translate("MainWindow", "Knights Tour Optionen:", None))
self.knights_tour_no_options_label.setText(_translate("MainWindow", "keine Einstellungen benötigt", None))
self.sudoku_options_headline.setText(_translate("MainWindow", "Sudoku Optionen:", None))
self.amazone_options_headline.setText(_translate("MainWindow", "Amazone Optionen:", None))
self.custom_hamiltonian_label.setText(_translate("MainWindow", "Eigener Hamiltonian:", None))
self.custom_hamiltonian_file_picker_button.setText(_translate("MainWindow", "Datei öffnen", None))
self.back_button_side_6.setText(_translate("MainWindow", "zurück", None))
self.next_button_side_6.setText(_translate("MainWindow", "start", None))
self.headline_side7.setText(_translate("MainWindow", "Ergebnisse", None))
self.result_energy.setText(_translate("MainWindow", "Energie:", None))
self.result_best_energy.setText(_translate("MainWindow", "Beste Energie:", None))
self.number_same_results.setText(_translate("MainWindow", "Anzahl gleicher Ergebnisse:", None))
self.result_requests.setText(_translate("MainWindow", "Requests: ", None))
self.request_duration.setText(_translate("MainWindow", "Dauer: ", None))
self.request_save_to_file.setText(_translate("MainWindow", "Alle Ergebnisse in Datei speichern", None))
self.next_button_side_7.setText(_translate("MainWindow", "zum Start", None))
def next_button():
ui.stackedWidget.setCurrentIndex(ui.stackedWidget.currentIndex()+1)
def back_button():
ui.stackedWidget.setCurrentIndex(ui.stackedWidget.currentIndex()-1)
def start_button():
#try: ui.request_save_to_file.clicked.disconnect()
#except Exception: pass
ui.results_table.setColumnCount(0)
ui.results_table.setRowCount(0)
ui.result_energy.setText(_translate("MainWindow", "Energie:", None))
ui.result_best_energy.setText(_translate("MainWindow", "beste Energie:", None))
ui.number_same_results.setText(_translate("MainWindow", "Anzahl gleicher Ergebnisse:", None))
ui.result_requests.setText(_translate("MainWindow", "Requests: ", None))
ui.request_duration.setText(_translate("MainWindow", "Dauer: ", None))
Timer(1, start, ()).start()
next_button()
#start()
def switch_options_side():
ui.stackedWidget_2.setCurrentIndex(ui.problem_select.currentIndex())
next_button()
def custom_ui():
ui.stackedWidget.setCurrentIndex(0)
ui.stackedWidget_2.setCurrentIndex(0)
ui.next_button_side_1.clicked.connect(next_button)
ui.next_button_side_2.clicked.connect(next_button)
ui.next_button_side_3.clicked.connect(next_button)
ui.next_button_side_4.clicked.connect(next_button)
ui.next_button_side_5.clicked.connect(switch_options_side)
ui.next_button_side_6.clicked.connect(start_button)
ui.next_button_side_7.clicked.connect(lambda: ui.stackedWidget.setCurrentIndex(0))
ui.back_button_side_2.clicked.connect(back_button)
ui.back_button_side_3.clicked.connect(back_button)
ui.back_button_side_4.clicked.connect(back_button)
ui.back_button_side_5.clicked.connect(back_button)
ui.back_button_side_6.clicked.connect(back_button)
ui.solver_select.addItems(solvers)
ui.problem_select.addItems(qubo_problems)
ui.n_queens_n_select.addItems(n_queens_options)
ui.sudoku_n_select.addItems(sudoku_options)
ui.amazone_n_select.addItems(amazone_options)
ui.runs_slider.setMinimum(min_reads)
ui.runs_min_label.setText(_translate("MainWindow", str(min_reads), None))
ui.runs_slider.setMaximum(max_reads)
ui.runs_max_label.setText(_translate("MainWindow", str(max_reads), None))
ui.annealing_time_slider.setMinimum(min_annealing_time)
ui.annealing_time_min.setText(_translate("MainWindow", str(min_annealing_time), None))
ui.annealing_time_slider.setMaximum(max_annealing_time)
ui.annealing_time_max.setText(_translate("MainWindow", str(max_annealing_time), None))
ui.chain_strength_slider.setMinimum(min_chain_strength)
ui.chain_strength_min.setText(_translate("MainWindow", str(min_chain_strength), None))
ui.chain_strength_slider.setMaximum(max_chain_strength)
ui.chain_strength_max.setText(_translate("MainWindow", str(max_chain_strength), None))
ui.runs_label.setText(str(ui.runs_slider.value()))
ui.runs_slider.valueChanged.connect(lambda: ui.runs_label.setText(str(ui.runs_slider.value())))
ui.annealing_time_label.setText(str(ui.annealing_time_slider.value()))
ui.annealing_time_slider.valueChanged.connect(lambda: ui.annealing_time_label.setText(str(ui.annealing_time_slider.value())))
ui.chain_strength_label.setText(str(ui.chain_strength_slider.value()))
ui.chain_strength_slider.valueChanged.connect(lambda: ui.chain_strength_label.setText(str(ui.chain_strength_slider.value())))
ui.request_save_to_file.clicked.connect(save_results_in_file)
ui.custom_hamiltonian_file_picker_button.clicked.connect(open_hamiltonian_file)
ui.problem_select.currentIndexChanged.connect(lambda: ui.qubo_definition.setText(QString.fromLocal8Bit(qubo_definitions[ui.problem_select.currentIndex()])))
ui.qubo_definition.setText(QString.fromLocal8Bit(qubo_definitions[ui.problem_select.currentIndex()]))
def sudoku_n_changed():
new_n_index = ui.sudoku_n_select.currentIndex()
ui.sudoku_options_table.setRowCount(sudoku_options_n[new_n_index])
ui.sudoku_options_table.setColumnCount(sudoku_options_n[new_n_index])
ui.sudoku_presets.clear()
ui.sudoku_presets.addItems(sudoku_preset_titles[new_n_index])
ui.sudoku_n_select.currentIndexChanged.connect(sudoku_n_changed)
sudoku_n_changed()
def sudoku_preset_changed():
set_table_to_array(ui.sudoku_options_table,sudoku_presets[ui.sudoku_n_select.currentIndex()][ui.sudoku_presets.currentIndex()])
ui.sudoku_presets.currentIndexChanged.connect(sudoku_preset_changed)
warnings.filterwarnings("ignore", message="The Pegasus topology produced by this generator with default parameters is one member of a large family of topologies under consideration, and may not be reflected in future products")
#Solvers
class solver:
def solve(self,qubomatrix,runs,annealing_time,chain_strength):
print("This schould not be called")
def convert_to_qubo():
print("This schould not be called")
class quantumcomputer(solver):
def convert_to_qubo(self,qubomatrix):
qubo = {}
for index,value in np.ndenumerate(qubomatrix):
if value != 0:
qubo[index] = value
return qubo
def solve(self,qubomatrix,num_reads,annealing_time,chain_strength):
qubo = self.convert_to_qubo(qubomatrix)
responses = []
progress = 0
dwave_user_max_time = 700000.0
if num_reads*annealing_time > dwave_user_max_time:
self.num_reads_per_request = min(math.trunc(dwave_user_max_time/annealing_time),10000)
self.number_of_requests = int((num_reads*1.0)/self.num_reads_per_request)
else:
self.num_reads_per_request = num_reads;
self.number_of_requests = 1
print(self.num_reads_per_request)
print(self.number_of_requests)
i = 0
for read in range(0,int(self.number_of_requests)):
sampler = EmbeddingComposite(DWaveSampler())
response = sampler.sample_qubo(qubo, num_reads=self.num_reads_per_request, annealing_time=annealing_time, chain_strength=chain_strength)
responses.append(response);
results = []
for response in responses:
for sample, energy, num_occurrences, cbf in response.record:
results.append([energy,sample,num_occurrences])
results = sorted(results, key=lambda x: x[0], reverse=False)
return results
class pegasus(solver):
def convert_to_qubo(self,qubomatrix):
qubo = {(i,i):0.0 for i in range(len(qubomatrix))}
for index,value in np.ndenumerate(qubomatrix):
if value != 0:
qubo[index] = value
return qubo
def solve(self,qubomatrix,num_reads,annealing_time,chain_strength):
self.num_reads_per_request = num_reads
self.number_of_requests = 1
qubo = self.convert_to_qubo(qubomatrix)
graph = dnx.pegasus_graph(16)
simulator = neal.SimulatedAnnealingSampler()
composite = dimod.StructureComposite(simulator, graph.nodes, graph.edges)
sampler = LazyFixedEmbeddingComposite(composite)
response = sampler.sample_qubo(qubo, num_reads=num_reads, chain_strength=chain_strength)
results = []
for sample, energy, num_occurrences, cbf in response.record:
results.append([energy,sample,num_occurrences])
results = sorted(results, key=lambda x: x[0], reverse=False)
return results
#Problems
class qubo_problem():
def get_best_energy():
print("This schould not be called")
def get_matrix():
print("This schould not be called")
def result_to_table(self,result):
print("This schould not be called")
class n_queens(qubo_problem):
def __init__(self,n,diag_free):
self.n =n
self.diag_free = diag_free
def get_best_energy(self):
return self.n*-2
def get_matrix(self):
if self.diag_free:
return np.loadtxt("./Hamiltonians/n_queens/qubomatrix_"+str(self.n)+"_diagFrei.txt")
else:
return np.loadtxt("./Hamiltonians/n_queens/qubomatrix_"+str(self.n)+"_diagBesetzt.txt")
def result_to_table(self,result):
table = []
if self.diag_free:
table_n = self.n+1
else:
table_n = self.n
for y in range(table_n):
table.append([])
for x in range(table_n):
table[y].append("")
for y in range(self.n):
for x in range(self.n):
table[y][x] = result[(y*self.n)+x]
if self.diag_free:
table[table_n-1][table_n-1] = "1"
return table
class knights_tour(qubo_problem):
def get_best_energy(self):
return -14
def get_matrix(self):
return np.loadtxt("./Hamiltonians/knights_tour/qubomatrix_roesslesprung.txt")
def result_to_table(self,result):
#Wandelt in Ebenen um
convert = []
for i in range(10):
convert.append([[],[]])
# POS EBENE
convert[0][0] = [1,1]
convert[1][0] = [3,1]
convert[2][0] = [1,3]
convert[3][0] = [3,3]
convert[0][1] = [2,1]
convert[1][1] = [3,2]
convert[2][1] = [1,2]
convert[3][1] = [2,3]
chess = []
for i in range(9):
chess.append([])
for o in range(3):
chess[i].append([])
for p in range(3):
chess[i][o].append(0)
for i in range(len(result)):
ebene = ((i /4) % 2)
pos = (i % 4)
convert_value = convert[pos][ebene]
chess[int((i /4))][convert_value[0]-1][convert_value[1]-1] = result[i]
#Fasst Ebenen zusammen
spruenge = []
for ebene in range(len(chess)):
for y in range(len(chess[ebene])):
for x in range(len(chess[ebene][y])):
if chess[ebene][y][x] == 1:
spruenge.append([x,y])
#Bilde auf Tabelle ab
table = []
for i in range(3):
table.append([])
for o in range(3):
table[i].append("")
for sprung in range(len(spruenge)):
x = spruenge[sprung][0]
y = spruenge[sprung][1]
table[x][y] = sprung+1
return table
class amazone(qubo_problem):
def __init__(self,n):
self.n = n
def get_best_energy(self):
return self.n*-1
def get_matrix(self):
return np.loadtxt("./Hamiltonians/amazone/amazone_"+str(self.n)+".txt")
def result_to_table(self,result):
table = []
for y in range(self.n):
table.append([])
for x in range(self.n):
table[y].append(result[(y*self.n)+x])
return table
class sudoku(qubo_problem):
def __init__(self,n,gegeben):
self.n = n
self.klFeld = math.sqrt(n)
self.gegeben = gegeben
def get_best_energy(self):
return (-2*(self.n*self.n))-(len(self.gegeben)*-2)
def get_matrix(self):
hamiltonianMatrix = []
for y in range(self.n**3):
hamiltonianMatrix.append([])
for x in range(self.n**3):
hamiltonianMatrix[y].append(0)
#stelle Matrix auf
for x1 in range(self.n):
for y1 in range(self.n):
for num1 in range(self.n):
for x2 in range(self.n):
for y2 in range(self.n):
for num2 in range(self.n):
hamX = min(x1*self.n*self.n+y1*self.n+num1, x2*self.n*self.n+y2*self.n+num2)
hamY = max(x1*self.n*self.n+y1*self.n+num1, x2*self.n*self.n+y2*self.n+num2)
#pro Spalte jede Zahl nur einmal
if x1==x2 and num1==num2 and y1!=y2:
hamiltonianMatrix[hamX][hamY]+=1
#pro Zeile jede Zahl nur einmal
if y1==y2 and num1==num2 and x1!=x2:
hamiltonianMatrix[hamX][hamY]+=1
#pro zelle nur eine Zahl
if (x1==x2 and y1==y2) and num1!=num2:
hamiltonianMatrix[hamX][hamY]+=1
#pro 3x3 Feld nur eine Zahl
if (int(x1/self.klFeld)==int(x2/self.klFeld) and int(y1/self.klFeld)==int(y2/self.klFeld)) and num1==num2 and x1!=x2 and y1!=y2:
hamiltonianMatrix[hamX][hamY]+=1
#Grundbelohnung
if x1==x2 and y1==y2 and num1==num2:
hamiltonianMatrix[hamX][hamY]-=2
#markiere gegebene in Hamiltonian
for i in range(len(self.gegeben)):
for x in range(self.n):
for y in range(self.n):
for num in range(self.n):
hamX = x*self.n*self.n+y*self.n+num
hamY = x*self.n*self.n+y*self.n+num
if (x==self.gegeben[i][0] and y==self.gegeben[i][1]) or (((x==self.gegeben[i][0] or y==self.gegeben[i][1] or ((int(x/self.klFeld)==int(self.gegeben[i][0]/self.klFeld) and int(y/self.klFeld)==int(self.gegeben[i][1]/self.klFeld)))) and num==self.gegeben[i][2] )):
for x2 in range(self.n**3):
for y2 in range(self.n**3):
if hamX==x2:
hamiltonianMatrix[hamX][y2]=8
if hamY==y2:
hamiltonianMatrix[x2][hamY]=8
#lösche markierte aus Hamiltonian
values = []
for i in range(self.n**3):
values.append([])
for x in range(self.n**3):
for y in range(self.n**3):
if hamiltonianMatrix[x][y]!=8:
values[x].append(int(hamiltonianMatrix[x][y]))
remove_lines = []
for i in range(len(values)-1):
if len(values[i])==0:
remove_lines.append(i)
for i in reversed(range(len(remove_lines))):
values.pop(remove_lines[i])
hamiltonianMatrix = []
for i in range(len(values[0])):
hamiltonianMatrix.append([])
for o in range(len(values[0])):
hamiltonianMatrix[i].append(0)
for x in range(len(hamiltonianMatrix)):
for y in range(len(hamiltonianMatrix)):
hamiltonianMatrix[x][y]=int(values[x][y])
return hamiltonianMatrix
def result_to_table(self,result):
result = result.tolist()
sudoku = []
sudokuTable = []
#sortiere um
for x in range(self.n):
sudoku.append([])
for y in range(self.n):
sudoku[x].append([])
for num in range(self.n):
besetzt=True
for i in range(len(self.gegeben)):
if (x==self.gegeben[i][0] and y==self.gegeben[i][1]) or (((x==self.gegeben[i][0] or y==self.gegeben[i][1] or ((int(x/self.klFeld)==int(self.gegeben[i][0]/self.klFeld) and int(y/self.klFeld)==int(self.gegeben[i][1]/self.klFeld)))) and num==self.gegeben[i][2] )):
besetzt=False
if besetzt:
sudoku[x][y].append(result[0])
result.pop(0)
else:
sudoku[x][y].append(0)
#setze berechnete ein
for y in range(self.n):
sudokuTable.append([])
for x in range(self.n):
besetztesFeld=0;
for num in range(self.n):
if sudoku[x][y][num] == 1:
besetztesFeld=num+1;
sudokuTable[y].append(besetztesFeld)
#setze Gegebene ein
for i in range(len(self.gegeben)):
x = self.gegeben[i][0]
y = self.gegeben[i][1]
value = self.gegeben[i][2]+1
sudokuTable[y][x] = value
return sudokuTable
class custom(qubo_problem):
def __init__(self,hamilton_matrix):
self.hamilton_matrix = hamilton_matrix
def get_best_energy(self):
return ""
def get_matrix(self):
return string_to_array(self.hamilton_matrix)
def result_to_table(self,result):
return [result]
#Functions
def open_hamiltonian_file(self):
filename = QFileDialog.getOpenFileName(ui.centralwidget, 'Hamiltonian auswählen', '')
if filename != '':
with open(filename,'r') as file:
ui.custom_hamiltonian_text_field.setPlainText(file.read())
def save_results_in_file():
filename = QFileDialog.getSaveFileName(ui.centralwidget, 'Speicherort auswählen', 'results.txt')
if filename != '':
with open(filename,'w') as file:
file.write('energy\tnum_occurrences\tsample\n')
for response in result:
file.write('%f\t%d\t%s' % (response[0], response[2], np.array2string(response[1], max_line_width=None).replace('\n','')))
file.write('\n')
def string_to_array(string):
array = []
string = string.splitlines()
for row in range(len(string)):
array.append(np.fromstring(string[row],sep=' ',dtype=np.int8).tolist())
return array
def set_table_to_array(table,array):
ui.results_table.setRowCount(len(array))