def attempt_connection(self):
self.Server = Server(self.Server_String)
# try:
AppDatabase = AppDB(self.Server.connect_to(self.Database_String))
if not AppDatabase.Status == 'Error':
self.open_main()
else:
self.display_repair_message()
def load_information(self, ServerName, DatabaseName):
# Load Tables
self.FoobarDB = AppDB(Server(ServerName).connect_to(DatabaseName))
self.tblArtists = self.FoobarDB.load_table('tblArtists')
self.tblAlbums = self.FoobarDB.load_table('tblAlbums')
self.tblSongs = self.FoobarDB.load_table('tblSongs')
self.tblArtistsSongs = self.FoobarDB.load_table('tblArtistsSongs')
# Text indicators
self.Online_QLabel.setText("The database is online.")
self.Artists_QLabel.setText(f"There are {self.tblArtists.count_records()} artists in the database.")
self.Albums_QLablel.setText(f"There are {self.tblAlbums.count_records()} albums in the database.")
self.Songs_QLabel.setText(f"There are {self.tblSongs.count_records()} songs in the database.")
self.SongsArtists_QLabel.setText(f"There are {self.tblArtistsSongs.count_records()} pairs of songs-artists data in the database.")
# Table data
CommonArtists_DataFrame = pd.read_sql('SELECT * FROM viewMostAppArtists ORDER BY Appearances DESC', self.FoobarDB.Connection)
self.Model = Model(CommonArtists_DataFrame.iloc[:, :5])
self.QTableView.setModel(self.Model)
self.QTableView.resizeColumnsToContents()
self.QTableView.setColumnWidth(1, 180)
self.QTableView.resizeRowsToContents()
# Comboboxes
self.Genre_QComboBox.addItems(self.tblArtists.get_genre_list())
self.Type_QComboBox.addItems(self.tblArtists.get_type_list())
self.Sex_QComboBox.addItems(self.tblArtists.get_sex_list())
# Status Bar
self.QStatusBar.showMessage(f'Last Update: {self.FoobarDB.get_last_scrape()}')
def AnalyzePicks(teammates,opponents):
conn = Server.connectSQL();
cursor = conn.cursor()
data = []
# Transform probabilities to the parameter space (-inf,inf) through logit
# Each value represents modeled effect of hero interactions on winning/losing
for idNum in teammates:
data.append([logit(x) for x in partner(cursor,idNum)])
for idNum in opponents:
data.append([logit(x) for x in counter(cursor,idNum)])
dataMat = np.matrix(data)
totalParam = np.sum(dataMat,axis=0).tolist()[0] #sums of each column (total modeled influence of pick on win/lose)
probWin = [logistic(x) for x in totalParam]
return probWin
class Ui_EntryWindow(QtWidgets.QDialog):
CurrentPath_String = os.path.dirname(os.path.dirname(__file__))
ConfigFile_String = os.path.join(CurrentPath_String, 'Config.json')
LoadData_pyqtSignal = QtCore.pyqtSignal()
def setupUi(self, EntryWindow):
self.EntryWindow = EntryWindow
self.EntryWindow.setObjectName("EntryWindow")
self.EntryWindow.resize(225, 115)
self.EntryWindow.setWindowTitle("Login")
self.EntryWindow.setWindowIcon(
QtGui.QIcon(os.path.join(self.CurrentPath_String,
'fobalisis.ico')))
Server_QLabel = QtWidgets.QLabel(self.EntryWindow)
Server_QLabel.setGeometry(QtCore.QRect(20, 20, 50, 20))
Server_QLabel.setObjectName("Server_QLabel")
Server_QLabel.setText("Server:")
DatabaseLabel_QLabel = QtWidgets.QLabel(self.EntryWindow)
DatabaseLabel_QLabel.setGeometry(QtCore.QRect(20, 50, 50, 20))
DatabaseLabel_QLabel.setObjectName("DatabaseLabel_QLabel")
DatabaseLabel_QLabel.setText("Database:")
self.ServerTextBox_QLineEdit = QtWidgets.QLineEdit(self.EntryWindow)
self.ServerTextBox_QLineEdit.setGeometry(QtCore.QRect(80, 20, 128, 20))
self.ServerTextBox_QLineEdit.setObjectName("ServerTextBox_QLineEdit")
self.DatabaseTextBox_QLineEdit = QtWidgets.QLineEdit(self.EntryWindow)
self.DatabaseTextBox_QLineEdit.setGeometry(
QtCore.QRect(80, 50, 128, 20))
self.DatabaseTextBox_QLineEdit.setObjectName(
"DatabaseTextBox_QLineEdit")
self.OpenButton_QPushButton = QtWidgets.QPushButton(self.EntryWindow)
self.OpenButton_QPushButton.setGeometry(QtCore.QRect(130, 80, 75, 23))
self.OpenButton_QPushButton.setObjectName("OpenButton_QPushButton")
self.OpenButton_QPushButton.setText("Open")
self.OpenButton_QPushButton.clicked.connect(
self.OpenButton_QPushButton_onButtonClicked)
Help_QPushButton = QtWidgets.QPushButton(self.EntryWindow)
Help_QPushButton.setGeometry(QtCore.QRect(25, 80, 75, 23))
Help_QPushButton.setObjectName('Help_QPushButton')
Help_QPushButton.setText('Help')
Help_QPushButton.setFlat(True)
Help_QPushButton.clicked.connect(self.Help_QPushButton_onButtonClicked)
self.load_saved_data()
QtCore.QMetaObject.connectSlotsByName(self.EntryWindow)
def load_saved_data(self):
if os.path.isfile(self.ConfigFile_String):
with open(self.ConfigFile_String, "r") as File:
Configs_Dictionary = json.load(File)
self.ServerTextBox_QLineEdit.setText(Configs_Dictionary['Server'])
self.DatabaseTextBox_QLineEdit.setText(
Configs_Dictionary['Database'])
self.OpenButton_QPushButton.setFocus()
def Help_QPushButton_onButtonClicked(self):
QMessageBox = QtWidgets.QMessageBox()
QMessageBox.setText(
"Welcome! This app connects to an instance of Microsoft SQL Server in order to save your data. Please enter the name of the server and database you've chosen for this application. If this is your first time setting up the application, enter the name of an existing database that you want to use to host your data."
)
QMessageBox.setIcon(QtWidgets.QMessageBox.Question)
QMessageBox.setStandardButtons(QtWidgets.QMessageBox.Ok)
QMessageBox.setWindowTitle('Help')
QMessageBox.setWindowIcon(
QtGui.QIcon(os.path.join(self.CurrentPath_String,
'fobalisis.ico')))
QMessageBox.show()
QMessageBox.exec_()
def OpenButton_QPushButton_onButtonClicked(self):
self.Server_String = self.ServerTextBox_QLineEdit.text()
self.Database_String = self.DatabaseTextBox_QLineEdit.text()
if self.Server_String != "" and self.Database_String != "":
self.attempt_connection()
else:
self.display_error_message('Please fill both fields.')
def attempt_connection(self):
self.Server = Server(self.Server_String)
# try:
AppDatabase = AppDB(self.Server.connect_to(self.Database_String))
if not AppDatabase.Status == 'Error':
self.open_main()
else:
self.display_repair_message()
# except:
# self.display_error_message("Couldn't connect to SQL Server.")
def display_error_message(self, ErrorMessage):
QMessageBox = QtWidgets.QMessageBox()
QMessageBox.setText(ErrorMessage)
QMessageBox.setIcon(QtWidgets.QMessageBox.Critical)
QMessageBox.setStandardButtons(QtWidgets.QMessageBox.Ok)
QMessageBox.setWindowTitle('Error')
QMessageBox.setWindowIcon(
QtGui.QIcon(os.path.join(self.CurrentPath_String,
'fobalisis.ico')))
QMessageBox.exec_()
def display_repair_message(self):
def repair_database(i):
if i.text() == "&Yes":
ScriptsFolder_String = os.path.join(os.path.dirname(__file__),
'SQL Scripts')
FileNames_List = os.listdir(ScriptsFolder_String)
FilePaths_List = [
os.path.join(ScriptsFolder_String, FileName)
for FileName in FileNames_List
]
self.MusicConn.repair_database(FilePaths_List)
self.display_success_message()
QMessageBox = QtWidgets.QMessageBox()
QMessageBox.setText(
"There's an error with the database, as not every table necessary was identified. Do you want to recreate them from scratch?"
)
QMessageBox.setIcon(QtWidgets.QMessageBox.Question)
QMessageBox.setStandardButtons(QtWidgets.QMessageBox.Yes
| QtWidgets.QMessageBox.No)
QMessageBox.setWindowTitle("Incomplete database")
QMessageBox.buttonClicked.connect(repair_database)
QMessageBox.setWindowIcon(
QtGui.QIcon(os.path.join(self.CurrentPath_String,
'fobalisis.ico')))
QMessageBox.exec_()
def display_success_message(self):
def continue_(i):
self.open_main()
QMessageBox = QtWidgets.QMessageBox()
QMessageBox.setText = "Done."
QMessageBox.setIcon(QtWidgets.QMessageBox.Information)
QMessageBox.setWindowTitle("Success")
QMessageBox.buttonClicked.connect(continue_)
QMessageBox.setWindowIcon(
QtGui.QIcon(os.path.join(self.CurrentPath_String,
'fobalisis.ico')))
QMessageBox.exec_()
def open_main(self):
def save_config():
Configs_Dictionary = dict({
'Server':
self.ServerTextBox_QLineEdit.text(),
'Database':
self.DatabaseTextBox_QLineEdit.text()
})
with open(self.ConfigFile_String, 'w') as File:
json.dump(Configs_Dictionary, File)
QtWidgets.QApplication.setOverrideCursor(QtCore.Qt.WaitCursor)
save_config()
self.LoadData_pyqtSignal.emit()
QtWidgets.QApplication.restoreOverrideCursor()
self.EntryWindow.close()
command = re.sub('HERO_ID',str(heroID),command)
dur_command = 'Duration < ' + str(durations[0])
cursor.execute(re.sub('Duration Command',dur_command,command))
winrates.append(cursor.fetchone()[0])
for ind in range(len(durations)-1):
dur_command = 'Duration > ' + str(durations[ind]) + 'AND Duration < ' + str(durations[ind+1])
cursor.execute(re.sub('Duration Command',dur_command,command))
winrates.append(cursor.fetchone()[0])
dur_command = 'Duration > ' + str(durations[-1])
cursor.execute(re.sub('Duration Command',dur_command,command))
winrates.append(cursor.fetchone()[0])
return winrates
if __name__ == '__main__':
conn = Server.connectSQL();
cursor = conn.cursor()
#updateStats(cursor)
dur = [30,35,40,45,50,55,60,65,70]
durationWins = winTime(cursor,1,[x*60 for x in dur])
print(durationWins)
fig = plt.figure(1)
ax = plt.subplot()
xlabel = ['<' + str(dur[0])]
[xlabel.append(str(dur[ind]) + '-' + str(dur[ind+1])) for ind in range(len(dur)-1)]
xlabel.append('>' + str(dur[-1]))
ind = np.arange(len(durationWins))
rects1 = ax.bar(ind,[100 for x in ind],.5,color = 'r')
rects2 = ax.bar(ind,[100*x for x in durationWins],.5,color = 'g')
