def __init__(self, parent=None, paramfile=None, paramdictname=None):
        super(Paradigm, self).__init__(parent)

        #self.setStyleSheet(stylesheets.styleCompact)

        # -- Read settings --
        smServerType = rigsettings.STATE_MACHINE_TYPE
        #smServerType = 'dummy'

        # -- Module for saving data --
        self.saveData = savedata.SaveData(rigsettings.DATA_DIR)

        # -- Sides plot --
        sidesplot.set_pg_colors(self)
        self.mySidesPlot = sidesplot.SidesPlot(nTrials=80)

        # -- Create an empty state matrix --
        self.sm = statematrix.StateMatrix(inputs=rigsettings.INPUTS,
                                          outputs=rigsettings.OUTPUTS,
                                          readystate='ready_next_trial')

        # -- Add parameters --
        self.params = paramgui.Container()
        self.params['experimenter'] = paramgui.StringParam(
            'Experimenter', value='santiago', group='Session info')
        self.params['subject'] = paramgui.StringParam('Subject',
                                                      value='saja000',
                                                      group='Session info')
        sessionInfo = self.params.layout_group('Session info')

        self.params['stimulusDuration'] = paramgui.NumericParam(
            'Stim duration', value=0.2, group='Timing parameters')
        self.params['rewardDuration'] = paramgui.NumericParam(
            'Reward duration', value=0.05, group='Timing parameters')
        timingParams = self.params.layout_group('Timing parameters')

        # -- Load parameters from a file --
        #self.params.from_file('params_008.py','saja002') ### DEBUG
        self.params.from_file(paramfile, paramdictname)

        # -- Create dispatcher --
        self.dispatcherModel = dispatcher.Dispatcher(serverType=smServerType,
                                                     interval=0.3)
        self.dispatcherView = dispatcher.DispatcherGUI(
            model=self.dispatcherModel)

        # -- Manual control of outputs --
        self.manualControl = manualcontrol.ManualControl(
            self.dispatcherModel.statemachine)

        # -- Add graphical widgets to main window --
        centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QVBoxLayout()
        layoutTop = QtGui.QVBoxLayout()
        layoutBottom = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()

        layoutMain.addLayout(layoutTop)
        #layoutMain.addStretch()
        layoutMain.addSpacing(0)
        layoutMain.addLayout(layoutBottom)

        layoutTop.addWidget(self.mySidesPlot)

        layoutBottom.addLayout(layoutCol1)
        layoutBottom.addLayout(layoutCol2)

        layoutCol1.addWidget(self.saveData)
        layoutCol1.addWidget(sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)

        layoutCol2.addWidget(timingParams)
        layoutCol2.addWidget(self.manualControl)

        centralWidget.setLayout(layoutMain)
        self.setCentralWidget(centralWidget)

        # -- Center in screen --
        self.center_in_screen()

        # -- Add variables for storing results --
        maxNtrials = 4000
        self.results = arraycontainer.Container()
        self.results.labels['rewardSide'] = {'left': 0, 'right': 1}
        self.results['rewardSide'] = np.random.randint(2, size=maxNtrials)
        self.results.labels['choice'] = {'left': 0, 'right': 1, 'none': 2}
        self.results['choice'] = np.empty(maxNtrials, dtype=int)
        self.results.labels['outcome'] = {
            'correct': 1,
            'error': 0,
            'invalid': 2
        }
        self.results['outcome'] = np.empty(maxNtrials, dtype=int)
        self.results['timeTrialStart'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterIn'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterOut'] = np.empty(maxNtrials, dtype=float)
        self.results['timeSideIn'] = np.empty(maxNtrials, dtype=float)

        # --- Create state matrix ---
        #self.set_state_matrix() ################# ?????????????

        # -- Connect signals from dispatcher --
        self.dispatcherModel.prepareNextTrial.connect(self.prepare_next_trial)
        ###self.dispatcherModel.startNewTrial.connect(self.start_new_trial)
        self.dispatcherModel.timerTic.connect(self.timer_tic)

        # -- Connect messenger --
        self.messagebar = messenger.Messenger()
        self.messagebar.timedMessage.connect(self.show_message)
        #self.messagebar.timedMessage.emit('Created window')
        self.messagebar.collect('Created window')

        # -- Connect signals to messenger
        self.saveData.logMessage.connect(self.messagebar.collect)
        self.dispatcherModel.logMessage.connect(self.messagebar.collect)

        # -- Connect other signals --
        self.saveData.buttonSaveData.clicked.connect(self.save_to_file)

        # -- Prepare first trial --
        self.prepare_next_trial(0)
    def __init__(self, parent=None, paramfile=None, paramdictname=None):
        super(Paradigm, self).__init__(parent)

        # -- Performance dynamics plot --
        performancedynamicsplot.set_pg_colors(self)
        self.myPerformancePlot = performancedynamicsplot.PerformanceDynamicsPlot(
            nTrials=400, winsize=10)

        # -- Add parameters --
        self.params['timeWaterValveL'] = paramgui.NumericParam(
            'Time valve left', value=0.03, units='s', group='Water delivery')
        self.params['timeWaterValveC'] = paramgui.NumericParam(
            'Time valve center', value=0.03, units='s', group='Water delivery')
        self.params['timeWaterValveR'] = paramgui.NumericParam(
            'Time valve right', value=0.03, units='s', group='Water delivery')
        waterDelivery = self.params.layout_group('Water delivery')

        self.params['outcomeMode'] = paramgui.MenuParam(
            'Outcome mode', [
                'sides_direct', 'direct', 'on_next_correct', 'only_if_correct',
                'simulated'
            ],
            value=3,
            group='Choice parameters')
        self.params['antibiasMode'] = paramgui.MenuParam(
            'Anti-bias mode', ['off', 'repeat_mistake'],
            value=0,
            group='Choice parameters')
        choiceParams = self.params.layout_group('Choice parameters')

        self.params['delayToTargetMean'] = paramgui.NumericParam(
            'Mean delay to target',
            value=0.3,
            units='s',
            group='Timing parameters')
        self.params['delayToTargetHalfRange'] = paramgui.NumericParam(
            '+/-', value=0.05, units='s', group='Timing parameters')
        self.params['delayToTarget'] = paramgui.NumericParam(
            'Delay to target',
            value=0.3,
            units='s',
            group='Timing parameters',
            enabled=False,
            decimals=3)
        self.params['targetDuration'] = paramgui.NumericParam(
            'Target duration', value=0.1, units='s', group='Timing parameters')
        self.params['rewardAvailability'] = paramgui.NumericParam(
            'Reward availability',
            value=4,
            units='s',
            group='Timing parameters')
        self.params['punishTimeError'] = paramgui.NumericParam(
            'Punishment (error)',
            value=0,
            units='s',
            group='Timing parameters')
        self.params['punishTimeEarly'] = paramgui.NumericParam(
            'Punishment (early)',
            value=0,
            units='s',
            group='Timing parameters')
        timingParams = self.params.layout_group('Timing parameters')

        self.params['trialsPerBlock'] = paramgui.NumericParam(
            'Trials per block',
            value=300,
            units='trials (0=no-switch)',
            group='Switching parameters')
        self.params['currentBlock'] = paramgui.MenuParam(
            'Current block', ['mid_boundary', 'low_boundary', 'high_boundary'],
            value=0,
            group='Switching parameters')
        switchingParams = self.params.layout_group('Switching parameters')

        self.params['psycurveMode'] = paramgui.MenuParam(
            'PsyCurve Mode', ['off', 'uniform'],
            value=0,
            group='Psychometric parameters')
        self.params['psycurveNfreq'] = paramgui.NumericParam(
            'N frequencies',
            value=8,
            decimals=0,
            group='Psychometric parameters')
        psychometricParams = self.params.layout_group(
            'Psychometric parameters')

        self.params['automationMode'] = paramgui.MenuParam(
            'Automation Mode', ['off', 'increase_delay'],
            value=0,
            group='Automation')
        automationParams = self.params.layout_group('Automation')

        # 5000, 7000, 9800 (until 2014-03-19)
        self.params['highFreq'] = paramgui.NumericParam(
            'High freq', value=16000, units='Hz', group='Sound parameters')
        self.params['midFreq'] = paramgui.NumericParam(
            'Middle freq', value=7000, units='Hz', group='Sound parameters')
        self.params['lowFreq'] = paramgui.NumericParam(
            'Low freq', value=3000, units='Hz', group='Sound parameters')
        self.params['targetFrequency'] = paramgui.NumericParam(
            'Target freq',
            value=0,
            decimals=0,
            units='Hz',
            enabled=False,
            group='Sound parameters')
        self.params['targetIntensityMode'] = paramgui.MenuParam(
            'Intensity mode', ['fixed', 'randMinus20'],
            value=1,
            group='Sound parameters')
        self.params['targetMaxIntensity'] = paramgui.NumericParam(
            'Max intensity',
            value=60,
            units='dB-SPL',
            group='Sound parameters')
        self.params['targetIntensity'] = paramgui.NumericParam(
            'Intensity',
            value=0.0,
            units='dB-SPL',
            enabled=False,
            group='Sound parameters')
        '''
        self.params['targetAmplitudeHigh'] = paramgui.NumericParam('AmplitudeHigh',value=0.0,units='[0-1]',
                                                        enabled=False,decimals=4,group='Sound parameters')
        self.params['targetAmplitudeMid'] = paramgui.NumericParam('AmplitudeMid',value=0.0,units='[0-1]',
                                                        enabled=False,decimals=4,group='Sound parameters')
        self.params['targetAmplitudeLow'] = paramgui.NumericParam('AmplitudeLow',value=0.0,units='[0-1]',
                                                        enabled=False,decimals=4,group='Sound parameters')
        '''
        self.params['targetAmplitude'] = paramgui.NumericParam(
            'Target amplitude',
            value=0.0,
            units='[0-1]',
            enabled=False,
            decimals=4,
            group='Sound parameters')
        self.params['punishSoundAmplitude'] = paramgui.NumericParam(
            'Punish amplitude',
            value=0.01,
            units='[0-1]',
            enabled=False,
            group='Sound parameters')
        '''
        self.params['highFreq'] = paramgui.NumericParam('High freq',value=500,
                                                        units='Hz',group='Sound parameters')
        self.params['midFreq'] = paramgui.NumericParam('Middle freq',value=440,
                                                        units='Hz',group='Sound parameters')
        self.params['lowFreq'] = paramgui.NumericParam('Low freq',value=400,
                                                        units='Hz',group='Sound parameters')
        #4200, 9200, 20200
        '''
        soundParams = self.params.layout_group('Sound parameters')

        self.params['nValid'] = paramgui.NumericParam('N valid',
                                                      value=0,
                                                      units='',
                                                      enabled=False,
                                                      group='Report')
        self.params['nRewarded'] = paramgui.NumericParam('N rewarded',
                                                         value=0,
                                                         units='',
                                                         enabled=False,
                                                         group='Report')
        reportParams = self.params.layout_group('Report')

        #
        self.params['experimenter'].set_value('santiago')
        self.params['subject'].set_value('test')

        # -- Add graphical widgets to main window --
        self.centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QVBoxLayout()
        layoutTop = QtGui.QVBoxLayout()
        layoutBottom = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()
        layoutCol3 = QtGui.QVBoxLayout()
        layoutCol4 = QtGui.QVBoxLayout()

        layoutMain.addLayout(layoutTop)
        #layoutMain.addStretch()
        layoutMain.addSpacing(0)
        layoutMain.addLayout(layoutBottom)

        layoutTop.addWidget(self.mySidesPlot)
        layoutTop.addWidget(self.myPerformancePlot)

        layoutBottom.addLayout(layoutCol1)
        layoutBottom.addLayout(layoutCol2)
        layoutBottom.addLayout(layoutCol3)
        layoutBottom.addLayout(layoutCol4)

        layoutCol1.addWidget(self.saveData)
        layoutCol1.addWidget(self.sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)

        layoutCol2.addWidget(self.manualControl)
        layoutCol2.addStretch()
        layoutCol2.addWidget(waterDelivery)
        layoutCol2.addStretch()
        layoutCol2.addWidget(choiceParams)
        layoutCol2.addStretch()

        layoutCol3.addWidget(timingParams)
        layoutCol3.addStretch()
        layoutCol3.addWidget(switchingParams)
        layoutCol3.addStretch()
        layoutCol3.addWidget(psychometricParams)
        layoutCol3.addStretch()

        layoutCol4.addWidget(automationParams)
        layoutCol3.addStretch()
        layoutCol4.addWidget(soundParams)
        layoutCol3.addStretch()
        layoutCol4.addWidget(reportParams)
        layoutCol4.addStretch()

        self.centralWidget.setLayout(layoutMain)
        self.setCentralWidget(self.centralWidget)

        # -- Add variables for storing results --
        maxNtrials = 4000  # Preallocating space for each vector makes things easier
        self.results = arraycontainer.Container()
        self.results.labels['rewardSide'] = {'left': 0, 'right': 1}
        self.results['rewardSide'] = np.random.randint(2, size=maxNtrials)
        self.results.labels['choice'] = {'left': 0, 'right': 1, 'none': 2}
        self.results['choice'] = np.empty(maxNtrials, dtype=int)
        self.results.labels['outcome'] = {
            'correct': 1,
            'error': 0,
            'invalid': 2,
            'free': 3,
            'nochoice': 4,
            'aftererror': 5,
            'aborted': 6
        }
        self.results['outcome'] = np.empty(maxNtrials, dtype=int)
        # Saving as bool creates an 'enum' vector, so I'm saving as 'int'
        self.results['valid'] = np.zeros(maxNtrials,
                                         dtype='int8')  # redundant but useful
        self.results['timeTrialStart'] = np.empty(maxNtrials, dtype=float)
        self.results['timeTarget'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterIn'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterOut'] = np.empty(maxNtrials, dtype=float)
        self.results['timeSideIn'] = np.empty(maxNtrials, dtype=float)

        # -- Define first block --
        import datetime
        if (datetime.datetime.now().day % 2):
            self.params['currentBlock'].set_string('low_boundary')
        else:
            self.params['currentBlock'].set_string('high_boundary')

        # -- Load parameters from a file --
        self.params.from_file(paramfile, paramdictname)

        # -- Connect to sound server and define sounds --
        print 'Conecting to soundserver...'
        print '***** XFIXME: HARDCODED TIME DELAY TO WAIT FOR SERIAL PORT! *****'  ### DEBUG
        time.sleep(0.2)
        self.soundClient = soundclient.SoundClient()
        '''
        highFreq = self.params['highFreq'].get_value()
        lowFreq = self.params['lowFreq'].get_value()
        stimDur = self.params['targetDuration'].get_value()
        s1 = {'type':'tone', 'frequency':lowFreq, 'duration':stimDur, 'amplitude':0.01}
        s2 = {'type':'tone', 'frequency':highFreq, 'duration':stimDur, 'amplitude':0.01}
        self.soundClient.set_sound(1,s1)
        self.soundClient.set_sound(2,s2)
        '''

        punishSoundAmplitude = self.params['punishSoundAmplitude'].get_value()
        sNoise = {
            'type': 'noise',
            'duration': 0.5,
            'amplitude': punishSoundAmplitude
        }
        self.punishSoundID = 127
        self.soundClient.set_sound(self.punishSoundID, sNoise)
        self.soundClient.start()
    def __init__(self, parent=None, paramfile=None, paramdictname=None):
        super(Paradigm, self).__init__(parent)

        # -- Performance dynamics plot --
        performancedynamicsplot.set_pg_colors(self)
        self.myPerformancePlot = performancedynamicsplot.PerformanceDynamicsPlot(
            nTrials=400, winsize=10)

        # -- Add parameters --
        self.params['timeWaterValveL'] = paramgui.NumericParam(
            'Time valve left', value=0.02, units='s', group='Water delivery')
        self.params['timeWaterValveC'] = paramgui.NumericParam(
            'Time valve center', value=0.02, units='s', group='Water delivery')
        self.params['timeWaterValveR'] = paramgui.NumericParam(
            'Time valve right', value=0.02, units='s', group='Water delivery')
        waterDelivery = self.params.layout_group('Water delivery')

        ###['sides direct','direct','on next correct','only if correct'],
        ###['sidesDirect','direct','onNextCorrect','onlyIforrect'],
        self.params['outcomeMode'] = paramgui.MenuParam(
            'Outcome mode',
            ['sides_direct', 'direct', 'on_next_correct', 'only_if_correct'],
            value=3,
            group='Choice parameters')
        self.params['antibiasMode'] = paramgui.MenuParam(
            'Anti-bias mode', ['off', 'repeat_mistake'],
            value=1,
            group='Choice parameters')
        choiceParams = self.params.layout_group('Choice parameters')

        self.params['delayToTarget'] = paramgui.NumericParam(
            'Delay to Target', value=0.1, units='s', group='Timing Parameters')
        self.params['targetDuration'] = paramgui.NumericParam(
            'Target Duration', value=0.1, units='s', group='Timing Parameters')
        self.params['rewardAvailability'] = paramgui.NumericParam(
            'Reward Availability',
            value=4,
            units='s',
            group='Timing Parameters')
        self.params['punishTimeError'] = paramgui.NumericParam(
            'Punishment (error)',
            value=0,
            units='s',
            group='Timing Parameters')
        self.params['punishTimeEarly'] = paramgui.NumericParam(
            'Punishment (early)',
            value=0,
            units='s',
            group='Timing Parameters')
        timingParams = self.params.layout_group('Timing Parameters')

        self.params['nValid'] = paramgui.NumericParam('N valid',
                                                      value=0,
                                                      units='',
                                                      enabled=False,
                                                      group='Report')
        self.params['nRewarded'] = paramgui.NumericParam('N rewarded',
                                                         value=0,
                                                         units='',
                                                         enabled=False,
                                                         group='Report')
        reportParams = self.params.layout_group('Report')

        # -- Add graphical widgets to main window --
        self.centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QVBoxLayout()
        layoutTop = QtGui.QVBoxLayout()
        layoutBottom = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()
        layoutCol3 = QtGui.QVBoxLayout()
        layoutCol4 = QtGui.QVBoxLayout()

        layoutMain.addLayout(layoutTop)
        #layoutMain.addStretch()
        layoutMain.addSpacing(0)
        layoutMain.addLayout(layoutBottom)

        layoutTop.addWidget(self.mySidesPlot)
        layoutTop.addWidget(self.myPerformancePlot)

        layoutBottom.addLayout(layoutCol1)
        layoutBottom.addLayout(layoutCol2)
        layoutBottom.addLayout(layoutCol3)
        layoutBottom.addLayout(layoutCol4)

        layoutCol1.addWidget(self.saveData)
        layoutCol1.addWidget(self.sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)

        layoutCol2.addWidget(self.manualControl)
        layoutCol2.addWidget(waterDelivery)
        layoutCol2.addWidget(choiceParams)
        layoutCol2.addStretch()

        layoutCol3.addWidget(timingParams)
        layoutCol3.addStretch()

        layoutCol4.addWidget(reportParams)
        layoutCol4.addStretch()

        self.centralWidget.setLayout(layoutMain)
        self.setCentralWidget(self.centralWidget)

        # -- Add variables for storing results --
        maxNtrials = 4000  # Preallocating space for each vector makes things easier
        self.results = arraycontainer.Container()
        self.results.labels['rewardSide'] = {'left': 0, 'right': 1}
        self.results['rewardSide'] = np.random.randint(2, size=maxNtrials)
        self.results.labels['choice'] = {'left': 0, 'right': 1, 'none': 2}
        self.results['choice'] = np.empty(maxNtrials, dtype=int)
        self.results.labels['outcome'] = {
            'correct': 1,
            'error': 0,
            'invalid': 2,
            'free': 3,
            'nochoice': 4,
            'aftererror': 5,
            'aborted': 6
        }
        self.results['outcome'] = np.empty(maxNtrials, dtype=int)
        self.results['timeTrialStart'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterIn'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterOut'] = np.empty(maxNtrials, dtype=float)
        self.results['timeSideIn'] = np.empty(maxNtrials, dtype=float)

        # -- Load parameters from a file --
        self.params.from_file(paramfile, paramdictname)
    def __init__(self, parent=None, paramfile=None, paramdictname=None):
        super(Paradigm2AFC, self).__init__(parent)

        self.name = '2afc'
        smServerType = rigsettings.STATE_MACHINE_TYPE

        # -- Sides plot --
        sidesplot.set_pg_colors(self)
        self.mySidesPlot = sidesplot.SidesPlot(nTrials=120)

        # -- Module for saving data --
        self.saveData = savedata.SaveData(rigsettings.DATA_DIR, remotedir=rigsettings.REMOTE_DIR)

        # -- Create an empty state matrix --
        self.sm = statematrix.StateMatrix(inputs=rigsettings.INPUTS,
                                          outputs=rigsettings.OUTPUTS,
                                          readystate='readyForNextTrial')

        # -- Add parameters --
        self.params = paramgui.Container()
        self.params['trainer'] = paramgui.StringParam('Trainer (initials)',
                                                      value='',
                                                      group='Session info')
        self.params['experimenter'] = paramgui.StringParam('Experimenter',
                                                           value='experimenter',
                                                           group='Session info')
        self.params['subject'] = paramgui.StringParam('Subject',value='subject',
                                                      group='Session info')
        self.sessionInfo = self.params.layout_group('Session info')

        # -- Create dispatcher --
        self.dispatcherModel = dispatcher.Dispatcher(serverType=smServerType,interval=0.1)
        self.dispatcherView = dispatcher.DispatcherGUI(model=self.dispatcherModel)
 
        # -- Connect to sound server and define sounds --
        # FINISH

        # -- Manual control of outputs --
        self.manualControl = manualcontrol.ManualControl(self.dispatcherModel.statemachine)

        # -- Add graphical widgets to main window --
        self.centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QVBoxLayout()
        layoutTop = QtGui.QVBoxLayout()
        layoutBottom = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()

        
        layoutMain.addLayout(layoutTop)
        #layoutMain.addStretch()
        layoutMain.addSpacing(0)
        layoutMain.addLayout(layoutBottom)

        layoutTop.addWidget(self.mySidesPlot)

        layoutBottom.addLayout(layoutCol1)
        layoutBottom.addLayout(layoutCol2)

        layoutCol1.addWidget(self.saveData)
        layoutCol1.addWidget(self.sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)
        
        layoutCol2.addWidget(self.manualControl)
        layoutCol2.addStretch()

        self.centralWidget.setLayout(layoutMain)
        self.setCentralWidget(self.centralWidget)

        # -- Center in screen --
        self._center_in_screen()

        # -- Add variables storing results --
        self.results = arraycontainer.Container()

        # -- Connect signals from dispatcher --
        self.dispatcherModel.prepareNextTrial.connect(self.prepare_next_trial)
        self.dispatcherModel.timerTic.connect(self._timer_tic)

        # -- Connect messenger --
        self.messagebar = messenger.Messenger()
        self.messagebar.timedMessage.connect(self._show_message)
        self.messagebar.collect('Created window')

        # -- Connect signals to messenger
        self.saveData.logMessage.connect(self.messagebar.collect)
        self.dispatcherModel.logMessage.connect(self.messagebar.collect)

        # -- Connect other signals --
        self.saveData.buttonSaveData.clicked.connect(self.save_to_file)
Exemple #5
0
    def __init__(self, parent=None, paramfile=None, paramdictname=None):
        super(Paradigm, self).__init__(parent)

        # -- Performance dynamics plot --
        performancedynamicsplot.set_pg_colors(self)
        self.myPerformancePlot = performancedynamicsplot.PerformanceDynamicsPlot(
            nTrials=400, winsize=10)

        # -- Add parameters --
        self.params['timeWaterValveL'] = paramgui.NumericParam(
            'Time valve left',
            value=0.03,
            enabled=False,
            units='s',
            group='Water delivery')
        self.params['baseWaterValveL'] = paramgui.NumericParam(
            'Base time left', value=0.03, units='s', group='Water delivery')
        self.params['factorWaterValveL'] = paramgui.NumericParam(
            'Factor left', value=1, units='s', group='Water delivery')
        self.params['timeWaterValveR'] = paramgui.NumericParam(
            'Time valve right',
            value=0.03,
            enabled=False,
            units='s',
            group='Water delivery')
        self.params['baseWaterValveR'] = paramgui.NumericParam(
            'Base time right', value=0.03, units='s', group='Water delivery')
        self.params['factorWaterValveR'] = paramgui.NumericParam(
            'Factor right', value=1, units='s', group='Water delivery')
        waterDelivery = self.params.layout_group('Water delivery')

        self.params['outcomeMode'] = paramgui.MenuParam(
            'Outcome mode', [
                'sides_direct', 'direct', 'on_next_correct', 'only_if_correct',
                'simulated'
            ],
            value=3,
            group='Choice parameters')
        self.params['antibiasMode'] = paramgui.MenuParam(
            'Anti-bias mode', ['off', 'repeat_mistake'],
            value=0,
            group='Choice parameters')
        choiceParams = self.params.layout_group('Choice parameters')

        self.params['delayToTargetMean'] = paramgui.NumericParam(
            'Mean delay to target',
            value=0.04,
            units='s',
            group='Timing parameters')
        self.params['delayToTargetHalfRange'] = paramgui.NumericParam(
            '+/-', value=0.0, units='s', group='Timing parameters')
        self.params['delayToTarget'] = paramgui.NumericParam(
            'Delay to target',
            value=0.3,
            units='s',
            group='Timing parameters',
            enabled=False,
            decimals=3)
        self.params['targetDuration'] = paramgui.NumericParam(
            'Target duration', value=0.5, units='s', group='Timing parameters')
        self.params['rewardAvailability'] = paramgui.NumericParam(
            'Reward availability',
            value=4,
            units='s',
            group='Timing parameters')
        self.params['punishTimeError'] = paramgui.NumericParam(
            'Punishment (error)',
            value=0,
            units='s',
            group='Timing parameters')
        self.params['punishTimeEarly'] = paramgui.NumericParam(
            'Punishment (early)',
            value=0,
            units='s',
            group='Timing parameters')
        timingParams = self.params.layout_group('Timing parameters')

        self.params['automationMode'] = paramgui.MenuParam('Automation Mode', [
            'off', 'increase_delay', 'same_left_right', 'same_right_left',
            'left_right_left'
        ],
                                                           value=0,
                                                           group='Automation')
        automationParams = self.params.layout_group('Automation')

        self.params['threshMode'] = paramgui.MenuParam(
            'Threshold Mode', ['max_only', 'linear', 'exponential'],
            value=0,
            group='Threshold detection parameters')
        # -- tone intensity refers to difference between tone and masking noise --
        self.params['minSNR'] = paramgui.NumericParam(
            'Minimum signal to noise',
            value=2,
            decimals=1,
            units='dB',
            group='Threshold detection parameters')
        self.params['maxSNR'] = paramgui.NumericParam(
            'Maximum signal to noise',
            value=20,
            decimals=0,
            units='dB',
            group='Threshold detection parameters')
        self.params['numSNRs'] = paramgui.NumericParam(
            'Number of SNRs',
            value=2,
            decimals=0,
            units='dB',
            group='Threshold detection parameters')
        threshParams = self.params.layout_group(
            'Threshold detection parameters')

        self.params['bandMode'] = paramgui.MenuParam(
            'Bandwidth Mode', ['white_only', 'max_only', 'uniform'],
            value=0,
            group='Bandwidth parameters')
        self.params['minBand'] = paramgui.NumericParam(
            'Minimum bandwidth',
            value=0.25,
            decimals=2,
            units='octaves',
            group='Bandwidth parameters')
        self.params['maxBand'] = paramgui.NumericParam(
            'Maximum bandwidth',
            value=4.0,
            decimals=2,
            units='octaves',
            group='Bandwidth parameters')
        self.params['numBands'] = paramgui.NumericParam(
            'Number of bandwidths',
            value=5,
            decimals=0,
            group='Bandwidth parameters')
        self.params['includeWhite'] = paramgui.MenuParam(
            'Include white noise?', ['yes', 'no'],
            value=0,
            group='Bandwidth parameters')
        bandParams = self.params.layout_group('Bandwidth parameters')

        self.params['noiseMode'] = paramgui.MenuParam(
            'Masker amplitude mode', ['max_only', 'uniform'],
            value=1,
            group='Masker amplitude parameters')
        # -- power refers to average power of noise stimulus
        self.params['minNoiseAmp'] = paramgui.NumericParam(
            'Minimum noise power',
            value=30,
            decimals=0,
            units='dB',
            group='Masker amplitude parameters')
        self.params['maxNoiseAmp'] = paramgui.NumericParam(
            'Maximum noise power',
            value=40,
            decimals=0,
            units='dB',
            group='Masker amplitude parameters')
        self.params['numAmps'] = paramgui.NumericParam(
            'Number of noise amplitudes',
            value=2,
            decimals=0,
            group='Masker amplitude parameters')
        noiseParams = self.params.layout_group('Masker amplitude parameters')

        self.params['toneFreq'] = paramgui.NumericParam(
            'Tone frequency', value=8000, units='Hz', group='Sound parameters')
        self.params['modRate'] = paramgui.NumericParam(
            'Modulation Rate', value=8, units='Hz', group='Sound parameters')
        self.params['punishSoundAmplitude'] = paramgui.NumericParam(
            'Punish amplitude',
            value=0.01,
            units='[0-1]',
            enabled=True,
            group='Sound parameters')
        soundParams = self.params.layout_group('Sound parameters')

        self.params['currentBand'] = paramgui.NumericParam(
            'Trial bandwidth',
            value=0.0,
            decimals=2,
            units='octaves',
            enabled=False,
            group='Current Trial')
        self.params['currentNoiseAmp'] = paramgui.NumericParam(
            'Trial noise power',
            value=0.0,
            decimals=0,
            units='dB',
            enabled=False,
            group='Current Trial')
        self.params['currentSNR'] = paramgui.NumericParam(
            'Trial SNR',
            value=0.0,
            decimals=1,
            units='dB',
            enabled=False,
            group='Current Trial')
        trialParams = self.params.layout_group('Current Trial')

        self.params['nValid'] = paramgui.NumericParam('N valid',
                                                      value=0,
                                                      units='',
                                                      enabled=False,
                                                      group='Report')
        self.params['nRewarded'] = paramgui.NumericParam('N rewarded',
                                                         value=0,
                                                         units='',
                                                         enabled=False,
                                                         group='Report')
        reportParams = self.params.layout_group('Report')

        #
        self.params['experimenter'].set_value('santiago')
        self.params['subject'].set_value('test')

        # -- Add graphical widgets to main window --
        self.centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QVBoxLayout()
        layoutTop = QtGui.QVBoxLayout()
        layoutBottom = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()
        layoutCol3 = QtGui.QVBoxLayout()
        layoutCol4 = QtGui.QVBoxLayout()

        layoutMain.addLayout(layoutTop)
        #layoutMain.addStretch()
        layoutMain.addSpacing(0)
        layoutMain.addLayout(layoutBottom)

        layoutTop.addWidget(self.mySidesPlot)
        layoutTop.addWidget(self.myPerformancePlot)

        layoutBottom.addLayout(layoutCol1)
        layoutBottom.addLayout(layoutCol2)
        layoutBottom.addLayout(layoutCol3)
        layoutBottom.addLayout(layoutCol4)

        layoutCol1.addWidget(self.saveData)
        layoutCol1.addWidget(self.sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)

        layoutCol2.addWidget(self.manualControl)
        layoutCol2.addStretch()
        layoutCol2.addWidget(waterDelivery)
        layoutCol2.addStretch()
        layoutCol2.addWidget(choiceParams)
        layoutCol2.addStretch()

        layoutCol3.addWidget(timingParams)
        layoutCol3.addStretch()
        layoutCol3.addWidget(automationParams)
        layoutCol3.addStretch()
        layoutCol3.addWidget(trialParams)
        layoutCol3.addStretch()
        layoutCol3.addWidget(reportParams)
        layoutCol3.addStretch()

        layoutCol4.addWidget(soundParams)
        layoutCol4.addStretch()
        layoutCol4.addWidget(threshParams)
        layoutCol4.addStretch()
        layoutCol4.addWidget(bandParams)
        layoutCol4.addStretch()
        layoutCol4.addWidget(noiseParams)
        layoutCol4.addStretch()

        self.centralWidget.setLayout(layoutMain)
        self.setCentralWidget(self.centralWidget)

        # -- Add variables for storing results --
        maxNtrials = 4000  # Preallocating space for each vector makes things easier
        self.results = arraycontainer.Container()
        self.results.labels['rewardSide'] = {'left': 0, 'right': 1}
        self.results['rewardSide'] = np.random.randint(2, size=maxNtrials)
        self.results.labels['choice'] = {'left': 0, 'right': 1, 'none': 2}
        self.results['choice'] = np.empty(maxNtrials, dtype=int)
        self.results.labels['outcome'] = {
            'correct': 1,
            'error': 0,
            'invalid': 2,
            'free': 3,
            'nochoice': 4,
            'aftererror': 5,
            'aborted': 6
        }
        self.results['outcome'] = np.empty(maxNtrials, dtype=int)
        # Saving as bool creates an 'enum' vector, so I'm saving as 'int'
        self.results['valid'] = np.zeros(maxNtrials,
                                         dtype='int8')  # redundant but useful
        self.results['timeTrialStart'] = np.empty(maxNtrials, dtype=float)
        self.results['timeTarget'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterIn'] = np.empty(maxNtrials, dtype=float)
        self.results['timeCenterOut'] = np.empty(maxNtrials, dtype=float)
        self.results['timeSideIn'] = np.empty(maxNtrials, dtype=float)

        # -- Load parameters from a file --
        self.params.from_file(paramfile, paramdictname)

        # -- Connect to sound server and define sounds --
        print 'Conecting to soundserver...'
        print '***** FIXME: HARDCODED TIME DELAY TO WAIT FOR SERIAL PORT! *****'  ### DEBUG
        time.sleep(0.2)
        self.soundClient = soundclient.SoundClient()
        self.punishSoundID = 127
        self.soundClient.start()
    def __init__(self,
                 parent=None,
                 paramfile=None,
                 paramdictname=None,
                 dummy=False):
        super(WaterCalibration, self).__init__(parent)

        self.name = '2afc'

        # -- Read settings --
        if dummy:
            smServerType = 'dummy'
        else:
            smServerType = rigsettings.STATE_MACHINE_TYPE

        # -- Module for saving data --
        self.saveData = savedata.SaveData(rigsettings.DATA_DIR)

        # -- Create an empty state matrix --
        self.sm = statematrix.StateMatrix(inputs=rigsettings.INPUTS,
                                          outputs=rigsettings.OUTPUTS,
                                          readystate='readyForNextTrial')

        # -- Add parameters --
        self.params = paramgui.Container()
        '''
        self.params['experimenter'] = paramgui.StringParam('Experimenter',
                                                           value='experimenter',
                                                           group='Session info')
        self.params['subject'] = paramgui.StringParam('Subject',value='subject',
                                                      group='Session info')
        self.sessionInfo = self.params.layout_group('Session info')
        '''

        self.params['timeWaterValveL'] = paramgui.NumericParam(
            'Time valve left', value=0.04, units='s', group='Valves times')
        #self.params['timeWaterValveC'] = paramgui.NumericParam('Time valve center',value=0.04,
        #                                                       units='s',group='Valves times')
        self.params['timeWaterValveR'] = paramgui.NumericParam(
            'Time valve right', value=0.04, units='s', group='Valves times')
        valvesTimes = self.params.layout_group('Valves times')

        self.params['waterVolumeL'] = paramgui.NumericParam(
            'Water volume left', value=0, units='ml', group='Water volume')
        #self.params['waterVolumeC'] = paramgui.NumericParam('Water volume center',value=0,
        #                                                       units='ml',group='Water volume')
        self.params['waterVolumeR'] = paramgui.NumericParam(
            'Water volume right', value=0, units='ml', group='Water volume')
        waterVolume = self.params.layout_group('Water volume')

        self.params['offTime'] = paramgui.NumericParam('Time between',
                                                       value=0.5,
                                                       units='s',
                                                       group='Schedule')
        self.params['nDeliveries'] = paramgui.NumericParam('N deliveries',
                                                           value=2,
                                                           units='',
                                                           group='Schedule')
        self.params['nDelivered'] = paramgui.NumericParam('N delivered',
                                                          value=0,
                                                          units='',
                                                          group='Schedule')
        self.params['nDelivered'].set_enabled(False)
        schedule = self.params.layout_group('Schedule')

        # -- Create dispatcher --
        self.dispatcherModel = dispatcher.Dispatcher(serverType=smServerType,
                                                     interval=0.1)
        self.dispatcherView = dispatcher.DispatcherGUI(
            model=self.dispatcherModel)

        # -- Manual control of outputs --
        self.manualControl = manualcontrol.ManualControl(
            self.dispatcherModel.statemachine)

        # -- Add graphical widgets to main window --
        self.centralWidget = QtGui.QWidget()
        layoutMain = QtGui.QHBoxLayout()
        layoutCol1 = QtGui.QVBoxLayout()
        layoutCol2 = QtGui.QVBoxLayout()
        layoutCol3 = QtGui.QVBoxLayout()

        layoutCol1.addWidget(self.saveData)
        #layoutCol1.addWidget(self.sessionInfo)
        layoutCol1.addWidget(self.dispatcherView)

        layoutCol2.addWidget(valvesTimes)
        layoutCol2.addStretch()
        layoutCol2.addWidget(self.manualControl)

        layoutCol3.addWidget(waterVolume)
        layoutCol3.addStretch()
        layoutCol3.addWidget(schedule)

        layoutMain.addLayout(layoutCol1)
        layoutMain.addLayout(layoutCol2)
        layoutMain.addLayout(layoutCol3)

        self.centralWidget.setLayout(layoutMain)
        self.setCentralWidget(self.centralWidget)

        # -- Add variables storing results --
        self.results = arraycontainer.Container()

        # -- Connect signals from dispatcher --
        self.dispatcherModel.prepareNextTrial.connect(self.prepare_next_trial)
        self.dispatcherModel.timerTic.connect(self._timer_tic)

        # -- Connect messenger --
        self.messagebar = messenger.Messenger()
        self.messagebar.timedMessage.connect(self._show_message)
        self.messagebar.collect('Created window')

        # -- Connect signals to messenger
        self.saveData.logMessage.connect(self.messagebar.collect)
        self.dispatcherModel.logMessage.connect(self.messagebar.collect)

        # -- Connect other signals --
        self.saveData.buttonSaveData.clicked.connect(self.save_to_file)

        # -- Center in screen --
        paramgui.center_in_screen(self)