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How to use child_frames method in Playwright Python

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dir_gui_trial.py

Source:dir_gui_trial.py

1'''2Created on Aug 26 20173@author: Greg Salomons4GUI interface for DirScan.5Classes6    DirGui:7        Primary GUI window8        sub class of TKinter.Frame9'''10import tkinter as tk11from tkinter import messagebox12from pathlib import Path13from functools import partial14from dir_scan_parameters import ParameterError15from dir_scan_parameters import ParameterWarning16from dir_scan_parameters import DirScanParameters17class DirGuiFrameBase(tk.Frame):18    '''Base class for DirGui frames containing defaults and parameters.19    '''20    def __init__(self, scan_param=None, master_frame=None, **kwargs):21        '''initialize the TK frame and link it with the frame it is22        embedded in.23        '''24        if not scan_param:25            scan_param = DirScanParameters()26        self.data = scan_param27        self.update_master_frame(master_frame)28        self.build_instructions = list()29        self.child_frames = list()30        super().__init__(self.master_frame, **kwargs)31    def update_master_frame(self, master_frame):32        ''' Update the calling TK frame.33        '''34        if not master_frame:35            self.master_frame = tk.Tk()36        elif hasattr(master_frame, 'tk'):37            self.master_frame = master_frame38        else:39            err_msg = 'master_frame must be a TK widget or frame.'40            '\n\t Got type {}'41            raise TypeError(err_msg.format(type(master_frame)))42    def add_build_instruction(self, subgui, build_method='pack', kwargs: dict=None):43        '''A build instruction is a length 3 tuple:44            subgui: a TK.frame or widget object,45            build_method: One of 'pack' or 'grid',46            kwargs: keyword dict with 'pack' or 'grid' parameters.47        '''48        self.child_frames.append(subgui)49        if not kwargs and 'pack' in build_method:50            kwargs = {'fill': tk.X, 'side': tk.LEFT, 'padx': 10, 'pady': 5}51        instruction = (subgui, build_method, kwargs)52        self.build_instructions.append(instruction)53    def get_data(self):54        '''Initialize all child frames.55        '''56        for child in child_frames:57            if hasattr(child, get_data):58                child.get_data()59    def refresh(self):60        '''Update all child frames.61        '''62        for child in child_frames:63            if hasattr(child, refresh):64                child.refresh()65    def action_message(self, message_type=None, **kwargs):66        '''Generic message box67        message_type can be one of:68            'showinfo'  (default)69            'showwarning'70            'showerror'71            'askretrycancel'72        Parameter options are:73            title='This is a message box',74            message='This is the message',75            detail='Some more details',76        '''77        if not message_type:78            message = messagebox.showinfo(parent=self, **kwargs)79        elif 'askretrycancel' in message_type:80            message = messagebox.askretrycancel(parent=self, **kwargs)81        elif 'showerror' in message_type:82            message = messagebox.showerror(parent=self, **kwargs)83        elif 'showwarning' in message_type:84            message = messagebox.showwarning(parent=self, **kwargs)85        elif 'showinfo' in message_type:86            message = messagebox.showinfo(parent=self, **kwargs)87        else:88            raise ValueError('message_type must be one of:\t\nshowinfo\t'89                             '(default)\n\t'90                             'showwarning\n\t'91                             'showerror\n\t'92                             'askretrycancel')93        return message94    def build(self):95        '''Configure the GUI frame and add sub-frames.96        This method may be overwritten for sub-classes.97        Parameter:98            build_instructions: Type list of length 3 tuples.99            Each tuple contains:100                (sub-GUI object, 'pack'|'grid', pack or grid keyword dict)101        '''102        if self.build_instructions:103            for (subgui, method, kwargs) in self.build_instructions:104                try:105                    build_method = subgui.__getattribute__(method)106                except AttributeError as err:107                    raise err('{} is not a valid method of {}'.format(108                        str(method),str(subgui)))109                build_method(**kwargs)110class DirGuiElementFrame(DirGuiFrameBase):111    '''DirGui Base class for selecting or changing a specific112    DirScanParameters element.113    '''114    # TK variable types to link with parameter values115    var_type_dict = {116        'string': tk.StringVar,117        'int': tk.IntVar118        }119    def __init__(self, parameter_name=None, var_type='string', **kwargs):120        '''Build a frame and link the access variable to a specific parameter.121        '''122        super().__init__(**kwargs)123        var_select = self.var_type_dict[var_type]124        self.select_var = var_select()125        self.parameter = parameter_name126    def set(self, select_value):127        '''Set the frame variable.128        '''129        self.select_var.set(select_value)130    def get(self):131        '''Get the frame variable.132        '''133        return self.select_var.get()134    def refresh(self):135        '''Initialize the Gui variable from the initial scan_param values.136        '''137        value = self.data.__getattribute__(self.parameter)138        self.set(value)139    def get_data(self):140        '''Update the scan_param data element from the Gui variable.141        '''142        param = {self.parameter: self.get()}143        try:144            self.data.update_parameters(**param)145        except ParameterError as err:146            self.action_message('showerror', title=type(err), message=err)147        except ParameterWarning as err:148            self.action_message('showwarning', title=type(err), message=err)149    def build(self, build_instructions=None):150        '''Configure the GUI frame and add sub-frames.151        This method may be overwritten for sub-classes.152        Parameter:153            build_instructions: Type list of length 3 tuples.154            Each tuple contains:155                (sub-GUI object, 'pack'|'grid', pack or grid keyword dict)156        '''157        self.refresh()158        super().build()159class StatusTextFrame(DirGuiElementFrame):160    '''GUI frame for indicating current status of the Actions.161    '''162    def __init__(self, **kwargs):163        kwargs.update({'parameter_name': 'status'})164        super().__init__(**kwargs)165        status_box = tk.Label(self, textvariable=self.select_var)166        self.add_build_instruction(status_box)167        self.build()168class ActionButtonsFrame(DirGuiElementFrame):169    '''GUI frame containing a single button.170    '''171    def __init__(self, button_text='', action_method=None, **kwargs):172        kwargs.update({'parameter_name': 'action_text'})173        super().__init__(**kwargs)174        action_button = tk.Button(self, text=button_text, command=action_method)175        #action_button = tk.Button(self, textvariable=self.select_var)176        self.add_build_instruction(action_button)177        self.build()178class TestFrame(DirGuiFrameBase):179    '''GUI frame for indicating current status of the Actions.180    '''181    def __init__(self, frame_label='', master_frame=None, **kwargs):182        super().__init__(master_frame=master_frame, **kwargs)183        labeled_frame = tk.LabelFrame(self, text=frame_label)184        status_box = StatusTextFrame(master_frame=labeled_frame, **kwargs)185        def update_label(widget=status_box, text='changed'):186            widget.set(text)187        test_button = ActionButtonsFrame(master_frame=labeled_frame,188                                         button_text='try me',189                                         action_method=update_label)190        warning_button = ActionButtonsFrame(master_frame=labeled_frame,191                                         button_text='warning',192                                         action_method=self.show_warning)193        self.add_build_instruction(status_box)194        self.add_build_instruction(test_button)195        self.add_build_instruction(warning_button)196        self.add_build_instruction(labeled_frame)197        self.build()198    def show_warning(self, message_type='showwarning',199                        title='test warning',200                        message='test warning message'):201        self.action_message('showwarning', title=title, message=message)202class DirGui(DirGuiFrameBase):203    '''TKinter GUI class used for the DIR Scan program main GUI.204    '''205    def __init__(self, scan_param=None, **kwargs):206        '''Create the DIR Scan GUI and set the initial parameters207        '''208        super().__init__(scan_param, **kwargs)209        #status = StatusTextFrame(scan_param=scan_param, master_frame=self)210        status = TestFrame(scan_param=scan_param, master_frame=self,211                           frame_label='test label')212        self.add_build_instruction(status, 'grid',213                                   {'column': 1, 'row': 2, 'columnspan': 3,214                                    'padx': 10, 'sticky': tk.W})215        self.add_build_instruction(self)216        self.window_format()217        self.build()218    def window_format(self):219        '''Format and label main GUI window.220        Add a window title,221        Add a window icon,222        Add a header label223        '''224        root = self._root()225        root.title("Directory Scan")226        # Add a window icon227        ico_pict = r'.\Icon test.png'228        root.iconphoto(root, tk.PhotoImage(file=ico_pict))229        #Add Top header230        header = tk.Label(self, text='Directory Scan')231        header.config(font=('system', 20, 'bold'))232        header.grid(column=1, row=1, columnspan=3)233    def activate(self):234        self.master_frame.mainloop()235def main():236    '''Test the activate_gui function call.237    '''238    def param_string(scan_param: DirScanParameters):239        '''Display the parameters in a pop-up message a test function.240        '''241        prams_to_display = [242            ('base_path = ', 'base_path'),243            ('directory to scan = ', 'directory_to_scan'),244            ('file to parse = ', 'file_to_scan'),245            ('Scan a directory = ', 'do_dir_scan'),246            ('Parse dir data = ', 'parse_dir_data'),247            ('File to save directory scan = ', 'directory_scan_output'),248            ('Save scan output = ', 'save_scan_output'),249            ('File-data output file = ', 'file_data_output'),250            ('Save file data = ', 'output_file_data'),251            ('Dir-data output file = ', 'dir_data_output'),252            ('Save dir data = ', 'output_dir_data')253            ]254        param_text = 'Scan Parameters'255        for (text_str, parameter) in prams_to_display:256            value = scan_param.__getattribute__(parameter)257            param_text += '\n' + text_str + str(value)258        return param_text259    def test_message(scan_param: DirScanParameters):260        '''Display a message box containing parameter info.261        '''262        message_text = param_string(scan_param)263        results = messagebox.showinfo(title='Parameters',264                                message=message_text)265    test_scan_param = DirScanParameters(\266        base_path=Path('.'),267        file_to_scan='Test_Files.txt',268        time_type="C",269        source='Test Files',270        top_dir=Path('.'),271        file_data_output='Test_files_data.csv',272        output_dir_data=False,273        dir_data_output='Test_dir_data.csv',274        status='Test of GUI')275    action_param = dict(276        action_methods={277            'Test_Action': partial(test_message, test_scan_param),278            'Exit': tk._exit279            },280        action_sequences={281            'Test_Action': ('Test_Action',),282            'Exit': ('Exit',)283            }284        )285    #dir_gui = DirGui(scan_param=test_scan_param)286    #dir_gui.activate()287    test_message(test_scan_param)288if __name__ == '__main__':...

shot_service.py

Source:shot_service.py

1#!/usr/bin/python2from __future__ import with_statement3import sys, signal, pickle, stompy, tempfile, threading, urllib4from datetime import datetime5from PyQt4.QtCore import * #@UnusedWildImport6from PyQt4.QtGui import QImage, QPainter, QApplication7from PyQt4.QtWebKit import QWebPage8from lts.process_manager import ProcessWorker9global logger, cfg10class ScreenshotWorker(QThread):11    def __init__(self, jobdone=None):12        self.task = None13        self.last_timeouted_task = None14        self.webpage = QWebPage()15        self.mutex = QMutex()16        self.processing = QWaitCondition()17        self.timer = QTimer(self.webpage)18        self.jobdone = jobdone19        QThread.__init__(self)20    21    def postSetup(self, name):22        # Called by main after start()23        QObject.connect(self, SIGNAL("open"), 24                        self.onOpen, Qt.QueuedConnection)25        QObject.connect(self.timer, SIGNAL("timeout()"),26                        self.onTimer, Qt.QueuedConnection)27        self.setObjectName(name)28    def onTimer(self):29        self.mutex.lock()30        if self.task is None:31            logger.warn("%s Timeout without task info", self.objectName())32        else:33            logger.warn("%s Timeout: %s", self.objectName(), self.task['url'])34        if(self.task==self.last_timeouted_task):35            logger.error("%s Duplicated timeout", self.objectName())36            QApplication.instance().exit()37        else:38            # enable task reader39            self.last_timeouted_task = self.task40            self.webpage.triggerAction(QWebPage.Stop)41        self.mutex.unlock()        42    def onLoadFinished(self, result):43        self.mutex.lock()44        try:45            self.last_timeouted_task = None46            self.timer.stop()47        except:48            pass49        if (self.webpage.bytesReceived() == 0) or self.task is None:50            logger.error("%s Request failed", self.objectName())51            if cfg.queues.cancel:52                # failure info53                self.writeMQ(cfg.queues.cancel, self.task)54        else:55            logger.info("%s Page loaded: %s", self.objectName(), self.task['url'])56#            logger.info("HTML text: \n%s\n", self.webpage.mainFrame().toHtml())57            # Set the size of the (virtual) browser window58            self.webpage.setViewportSize(self.webpage.mainFrame().contentsSize())59            # Paint this frame into an image60            qs = self.webpage.viewportSize()61            logger.debug("%s View port size: %s", self.objectName(), str(qs))62            if qs.width() > cfg.shot_service.max_width:63                qs.setWidth(cfg.shot_service.max_width)64#            if qs.width() < min_width:65#                qs.setWidth(min_width)66            if qs.height() > cfg.shot_service.max_height:67                qs.setHeight(cfg.shot_service.max_height)68#            if qs.height() < min_height:69#                qs.setHeight(min_height)70            logger.debug("%s Size to save: %s", self.objectName(), str(qs))71            image = QImage(qs, QImage.Format_ARGB32)72            painter = QPainter(image)73            logger.debug("%s Rendering URL: %s",74                         self.objectName(), self.task['url'])75            self.webpage.mainFrame().render(painter)76            painter.end()77            logger.info("%s Saving file: %s",78                        self.objectName(), self.task['filename'])79            image_save_result = image.save(self.task['filename'])80            html_save_result = False81            if(self.task['html_filename']):82                # logger.debug("HTML: \n%s\n", self.webpage.mainFrame().toHtml())83                f = open(self.task['html_filename'],'wb')84                # f.write(fixXml(self.webpage.mainFrame().toHtml().toUtf8()))85                f.write(self.webpage.mainFrame().toHtml().toUtf8())86                f.close()87                self.task['html_title'] = self.webpage.mainFrame().title().toUtf8()88                self.task['html_url'] = self.webpage.mainFrame().url().toString().toUtf8()89                html_save_result = True90                child_frames = self.webpage.mainFrame().childFrames()91                self.task['sub_frame_count'] = len(child_frames)92                for i in range(len(child_frames)):93                    f = open(self.task['html_filename']+str(i),'wb')94                    # f.write(fixXml(child_frames[i].toHtml().toUtf8()))95                    f.write(child_frames[i].toHtml().toUtf8())96                    f.close()97                    98                    self.task['html_url'+str(i)] = child_frames[i].url().toString().toUtf8()99            if image_save_result or html_save_result:100                if self.jobdone:101                    self.jobdone()102                103                logger.info("%s File saved: %s %s",104                            self.objectName(), self.task['filename'], 105                            self.task['html_filename'])106                if cfg.queues.shotted:107                    # success info108                    self.task['shot_time']=datetime.utcnow()109                    # self.task['html'] = self.webpage.mainFrame().toHtml()110                    self.writeMQ(cfg.queues.shotted, self.task)111            else:112                logger.error("%s Failed to save file: %s",113                             self.objectName(), self.task['filename'])114                if cfg.queues.cancel:115                    # failure info116                    self.writeMQ(cfg.queues.cancel, self.task)117        # enable task reader118        self.task = None119        try:120            QObject.disconnect(self.webpage, SIGNAL("loadFinished(bool)"), 121                               self.onLoadFinished)122        except:123            pass124        self.processing.wakeOne()125        self.mutex.unlock()126    def writeMQ(self, queue, task):127        if not queue:128            return129        try:130            stomp = stompy.simple.Client()131            stomp.connect()132            stomp.put(pickle.dumps(task),133                      destination=queue)134            # conn = stomp.Connection()135            # conn.start()136            # conn.connect()137            # conn.send(pickle.dumps(task), destination=queue)138        finally:139            try:140                stomp.disconnect()141                # conn.disconnect()142            except:143                logger.warn("%s Failed to enqueue finished task.",144                            self.objectName())145    def onOpen(self, url):146        logger.debug("%s onOpen: [%s]", self.objectName(), url)147        self.webpage.mainFrame().setHtml("<html></html>")148        if(self.task.has_key('canvas_size')):149            self.webpage.setViewportSize(QSize(self.task['canvas_size']['width'],150                                               self.task['canvas_size']['height']))151        else:152            self.webpage.setViewportSize(QSize(0,0))153        self.timer.start(cfg.shot_service.timeout * 1000)154        # n = 0155        # for i in range(1000000):156        #     n+=i157        QObject.connect(self.webpage, SIGNAL("loadFinished(bool)"), 158                        self.onLoadFinished, Qt.QueuedConnection)159        self.webpage.mainFrame().load(QUrl(unicode(urllib.unquote(url))))160    def run(self):161        while True:162            self.mutex.lock()163            # wait for task done164            while self.task != None:165                logger.debug("%s Waiting for a running task: %s",166                             self.objectName(), self.task['url'])167                self.processing.wait(self.mutex)168            try:169                # persistent stomp is unsafe :(170                stomp = stompy.simple.Client()171                stomp.connect()172                stomp.subscribe(cfg.queues.processed, ack='client')173            except:174                logger.warn("%s STOMP subscribe failed.", self.objectName())175                try:176                    stomp.disconnect()177                except:178                    pass179                self.mutex.unlock()180                continue181            try:182                m=stomp.get()183                stomp.ack(m)184            except:185                logger.warn("%s STOMP dequeue failed.", self.objectName())186                self.mutex.unlock()187                continue188            finally:189                try:190                    stomp.unsubscribe(cfg.queues.processed)191                    stomp.disconnect()192                except:193                    logger.warn("%s STOMP unsubscribe failed.", self.objectName())194                    pass195            self.task = pickle.loads(m.body)196            self.last_timeouted_task = None197            if self.task['filename'] is None:198                if sys.hexversion >= 0x02060000:199                    f = tempfile.NamedTemporaryFile(suffix='.png', delete=False)200                else:201                    f = tempfile.NamedTemporaryFile(suffix='.png')202                self.task['filename'] = f.name203                f.close()204            if not self.task.has_key('html_filename') or \205                    self.task['html_filename'] is None:206                if sys.hexversion >= 0x02060000:207                    f = tempfile.NamedTemporaryFile(suffix='.html', delete=False)208                else:209                    f = tempfile.NamedTemporaryFile(suffix='.html')210                self.task['html_filename']=f.name211                f.close()212            self.task['sub_frame_count']=0213            logger.info("%s Run: %s", self.objectName(), self.task['url'])214            self.emit(SIGNAL("open"), self.task['url'])215            self.mutex.unlock()216class ShotProcessWorker(ProcessWorker):217    def __init__(self, cfg, logger, id='UNKNOWN', post_fork=None, lifetime=None):218        super(ShotProcessWorker, self).__init__(cfg, logger, id=id,219                                                post_fork=post_fork)220        self.lifetime = lifetime221    def run(self):222        app = QApplication([])223        signal.signal(signal.SIGINT, signal.SIG_DFL)224        signal.signal(signal.SIGCHLD, signal.SIG_DFL)225        shotter = ScreenshotWorker(jobdone=lambda: self.jobDone())226        shotter.start()227        shotter.postSetup(self.id)228    229        if(self.lifetime):230            threading.Timer(self.lifetime, app.exit).start()231        232        exit(app.exec_())233        234    def clone(self):235        return self.__class__(self.cfg, self.logger, id=self.id,236                              post_fork=self.post_fork, lifetime=self.lifetime)...

prepare_reg.py

Source:prepare_reg.py

1import os2import numpy as np 3import pandas as pd 4from scipy.io import loadmat5from sklearn.model_selection import StratifiedKFold, KFold, train_test_split6raw_dir= "/run/user/1435515045/gvfs/smb-share:server=istanbul.psychology.pitt.edu,share=raw_data/TPOT/Video_Data/normalized_raw_final/"7zface_dir ='/run/user/1435515045/gvfs/smb-share:server=istanbul.psychology.pitt.edu,share=ground_truth_data/TPOT/20191111_Converted_pipeline_output/'8raw_list= np.array([name for name in os.listdir(raw_dir)])9zface_list= np.array([name for name in os.listdir(zface_dir) if name.endswith('fit.mat')])10#print (len(zface_list))11#input ('here')12def convert_bstring_to_normal(inputlist):13    outputlist=[]14    for elements in inputlist:15        if isinstance(elements,np.bytes_):16            outputlist.append(elements.decode('utf-8'))17        else:18            outputlist=inputlist19    20    return outputlist21def group_to_category(scores):22	scores=np.array(scores)23	for i in range (len(scores)):24		if scores[i] == 1:25			scores[i]=026		elif scores[i]==2:27			scores[i]=128	return np.array(scores,dtype=int)29def phq_score_to_category(scores):30	scores=np.array(scores)31	for i in range(len(scores)):32		if scores[i] >=20:33			scores[i]=434		elif scores[i] >=15:35			scores[i]=336		elif scores[i] >= 10:37			scores[i] = 238		elif scores[i] >=5:39			scores[i] = 140		else:41			scores[i] = 042	return np.array(scores,dtype=int)43def panas_convert(names,scores):44	#print (scores)45	names=np.array(names)46	blank_indices= np.where (scores==' ')47	48	names=np.delete(names,blank_indices)49	scores=np.delete(scores,blank_indices)50	assert len(names) == len(scores)51	52	scores= np.array(scores).astype('float')53	new_array= scores / 5054	55	return names,new_array56def does_exist(name,name_list,length_list):57	flag=058	length=059	for i in range(len(name_list)):60		elements=name_list[i]61		if name == elements:62			flag=flag+163			length=length_list[i]64	if flag:65		#print ("flag", flag, "Name", name)66		#input ('')67	68		return length69	else:70		return 071def segment_real (total_frames,eliminate_time,slide=0,window_size=0,fps=30,mode='slice'):72    ##--------Variable descriptions ####73    #total_frames : length of the video in terms of frames74    # eliminated_time : Argument passed in minutes. The time we want to exclude from beginning and end of the video. Give 0 in case you don't want to eliminate any75    # window_size: Argument passed in seconds. 76    # slide : Argument passed in seconds to calculate how many seconds to slide77    # mode : can be 'slice' or 'slide'. Use slice for getting equal interval slices. Else use slide for sliding window.78    eliminated_frames=int(eliminate_time*60*fps)79    start=eliminated_frames80    end=total_frames-eliminated_frames81    actual_frames=end-start82    83    window_length=window_size*fps84    index_list=[]85    slide_length=slide*fps86    if mode=='slice':87        factor =int (actual_frames/window_length)88        89        for i in range (factor):90            index_list.append([start,start+window_length])91            start=start+window_length92    else:93        while start < end :94            #print (start,start+window_length)95            if start+window_length < end:96                index_list.append([start,start+window_length])97            98            start=start+slide_length99    #print (len(index_list))100    #print (end)101    102    return index_list103def read_zface(zface_filename):104	mat=loadmat(os.path.join(zface_dir,zface_filename))105	zface_data = mat['fit']106	no_frames=zface_data.shape[1]107	return no_frames108def expand_data(file_list,label_list):109	mother_name=np.empty(0)110	child_name= np.empty(0)111	start_list=np.empty(0)112	end_list=np.empty(0)113	panas_score=np.empty(0)114	family_list=[]115	for idx, family in enumerate(file_list):116		family= str(family)[2:]117		mother_video_name= family + str(2) + '_02_01' 118		child_video_name=  family + str(1) + '_02_01'119		mother_exist = raw_list[raw_list==mother_video_name]120		child_exist = raw_list[raw_list==child_video_name]121		122		if len (mother_exist) and len(child_exist) :123			#print  (mother_video_name,child_video_name)124			mother_zface= mother_video_name + '_fit.mat'125			child_zface= child_video_name + '_fit.mat'126			try:127				mother_frames,child_frames=read_zface(mother_zface),read_zface(child_zface)128			except:129				continue130			if mother_frames < 20000 or mother_frames > 50000 or child_frames <20000 or child_frames >50000:131				continue 132			mother_seg= np.array(segment_real(mother_frames,2.5,window_size=30))133			#child_seg = segment_real(child_frames,2.5,window_size=30)134			mother_split=np.full(len(mother_seg),mother_video_name)135			child_split=np.full(len(mother_seg), child_video_name)136			label_aug=np.full(len(mother_seg),label_list[idx])137			start,end = mother_seg[:,0] , mother_seg[:,1]	138		139			mother_name=np.hstack([mother_name,mother_split]) if mother_name.size else mother_split140			child_name=np.hstack([child_name,child_split]) if child_name.size else child_split141			start_list=np.hstack([start_list,start]) if start_list.size else start142			end_list=np.hstack([end_list,end]) if end_list.size else end143			panas_score=np.hstack([panas_score,label_aug]) if panas_score.size else label_aug144			family_list.append(family)145			#mother_list.extend()		146	assert len(mother_name) == len(child_name)  == len(start_list) == len(end_list) == len(panas_score)147			148	return [mother_name,child_name,start_list,end_list,panas_score,family_list]149			150tpot_filename='../tpot-actual.csv'151tpot_data=pd.read_csv(tpot_filename)152families= tpot_data['FamId']153parent_psi_pos= np.array(tpot_data['m_2t12pp'])154child_psi_pos= np.array(tpot_data['c_7z12pp'])155group= parent_psi_pos.copy()156#group=np.concatenate((parent_psi_pos,child_psi_pos),axis=1)157assert len(families) == len(parent_psi_pos) == len(child_psi_pos)158'''159"Creating 5 folds for families .Uncomment only when you need to create new folds"160kf=StratifiedKFold(n_splits=5, random_state=None, shuffle=False)161for idx,(train_index,test_index) in enumerate(kf.split(families,group)):162	x_train =	families[train_index]163	x_test  =	families[test_index]164	y_train =	group[train_index]165	y_test  =	group[test_index]166	167	x_train,x_valid,y_train,y_valid= train_test_split(x_train,y_train, test_size=0.2)168	d={}169	d['x_train'] = x_train170	d['x_test'] = x_test171	d['y_train']= y_train172	d['y_test'] = y_test173	d['x_valid']= x_valid174	d['y_valid']= y_valid175	np.save ('./kfold_reg/fold_'+str(idx)+'.npy',d)176'''177fold_dir= 'kfold_reg/'178fold_list= sorted ([name for name in os.listdir(fold_dir) if name.startswith('fold')])179name_list_filename='../data_analysis/ground_truth_data/name_list.npy'180length_list_filename='../data_analysis/ground_truth_data/length_list.npy'181name_list=np.load(name_list_filename,allow_pickle=True)182length_list=np.load(length_list_filename,allow_pickle=True)183assert len(name_list) == len(length_list)184for idx, folds in enumerate(fold_list):185	d=np.load(os.path.join(fold_dir,folds),allow_pickle=True).item()186	x_train,y_train = d['x_train'],d['y_train']187	x_valid,y_valid = d['x_valid'],d['y_valid']188	x_test,y_test  = d['x_test'],d['y_test']189	x_train,y_train= panas_convert (x_train,y_train)190	x_valid,y_valid= panas_convert (x_valid,y_valid)191	x_test,y_test = panas_convert  (x_test,y_test)192	193	train_mother_name,train_child_name,train_start_list,train_end_list,train_panas_score,train_family=expand_data(x_train,y_train)194	valid_mother_name,valid_child_name,valid_start_list,valid_end_list,valid_panas_score,valid_family=expand_data(x_valid,y_valid)195	test_mother_name,test_child_name,test_start_list,test_end_list,test_panas_score,test_family	     =expand_data(x_test,y_test)196	train_data={}197	train_data['mother_name']=train_mother_name198	train_data['child_name']=train_child_name199	train_data['label']=train_panas_score200	train_data['start_list']=train_start_list201	train_data['end_list']=train_end_list202	train_data['family'] = train_family203	valid_data={}204	valid_data['mother_name']=valid_mother_name205	valid_data['child_name']=valid_child_name206	valid_data['label']=valid_panas_score207	valid_data['start_list']=valid_start_list208	valid_data['end_list']=valid_end_list209	valid_data['family'] = valid_family210	test_data={}211	test_data['mother_name']=test_mother_name212	test_data['child_name']=test_child_name213	test_data['label']=test_panas_score214	test_data['start_list']=test_start_list215	test_data['end_list']=test_end_list216	test_data['family'] = test_family217	train_filename= './kfold_reg/train_data_' + str(idx) + '.npy'218	valid_filename= './kfold_reg/valid_data_' + str(idx) + '.npy'219	test_filename = './kfold_reg/test_data_' + str(idx) + '.npy'220	np.save(train_filename,train_data)221	np.save(valid_filename,valid_data)222	np.save(test_filename,test_data)223	print ('Done for fold %d' %(idx))...

frames.py

Source:frames.py

1from collections import defaultdict2from datetime import datetime3from io import BytesIO4import bimpy5import crossfiledialog6from diff_match_patch import diff_match_patch7from mymcplus import ps2mc8from slimseditor.backends import AbstractBackend, PS2WrappedBinBackend9from slimseditor.hexdump import hexdump10counter = 011def get_next_count():12    global counter13    value, counter = counter, counter + 114    return value15def format_patchline(t, text):16    text = text.strip('\n').replace('\n', '\n  ')17    return f"{'+' if t == 1 else '-'} {text}"18class FrameBase:19    def __init__(self):20        self._size = None21        self.opened = bimpy.Bool(True)22        self.click_states = defaultdict(bimpy.Bool)23    def render(self):24        if not self._size:25            self._size = bimpy.Vec2(400, 600)26            bimpy.set_next_window_size(self._size)27    def process_events(self):28        pass29class SaveGameFrame(FrameBase):30    def __init__(self, backend_class, *backend_args, **backend_kwargs):31        super(SaveGameFrame, self).__init__()32        self.backend_class = backend_class33        self.backend_args = backend_args34        self.backend_kwargs = backend_kwargs35        self.load_backend()36        self.name = '{0}##{1}'.format(self.backend.get_friendly_name(), get_next_count())37        self.diff_string = ""38    def load_backend(self):39        self.backend = self.backend_class(*self.backend_args, **self.backend_kwargs)  # type: AbstractBackend40        try:41            self.items = self.backend.get_items()42        except KeyboardInterrupt as e:43            raise e44        except Exception as e:45            self.items = dict()46            print(str(e))47    def render(self):48        super(SaveGameFrame, self).render()49        if bimpy.begin(self.name, self.opened,50                       flags=bimpy.WindowFlags.NoCollapse | bimpy.WindowFlags.MenuBar):51            if bimpy.begin_menu_bar():52                bimpy.menu_item('Save', 'Cmd+S', self.click_states['save'])53                bimpy.menu_item('Reload', 'Cmd+R', self.click_states['reload'])54                bimpy.menu_item('Export', 'Cmd+E', self.click_states['export'])55                bimpy.menu_item('Reload & Diff', 'Cmd+D', self.click_states['reload_and_diff'])56                bimpy.end_menu_bar()57            if self.diff_string:58                bimpy.columns(2, "hex split")59            bimpy.text('Game: ')60            bimpy.same_line()61            bimpy.text(self.backend.game.value)62            for section_name, section_items in self.items.items():63                if bimpy.collapsing_header(section_name):64                    for item in section_items:65                        item.render_widget()66            if self.diff_string:67                bimpy.next_column()68                for line in self.diff_string.splitlines():69                    bimpy.text(line)70            bimpy.end()71    def reload_and_diff(self):72        pre_reload_hex = hexdump(self.backend.data, print_ascii=False)73        self.load_backend()74        post_reload_hex = hexdump(self.backend.data, print_ascii=False)75        patcher = diff_match_patch()76        patcher.Diff_Timeout = 077        text1, text2, line_array = patcher.diff_linesToChars(pre_reload_hex, post_reload_hex)78        diffs = patcher.diff_main(text1, text2)79        patcher.diff_cleanupSemantic(diffs)80        patcher.diff_charsToLines(diffs, line_array)81        patch = '\n'.join(format_patchline(t, text) for t, text in diffs if t != 0)82        self.diff_string = f'{datetime.now()}\n{patch}\n\n{self.diff_string}'83    def process_events(self):84        if self.click_states['save'].value:85            self.backend.write_all_items(self.items)86            self.backend.write_data()87            self.click_states['save'].value = False88        if self.click_states['reload'].value:89            self.load_backend()90            self.click_states['reload'].value = False91        if self.click_states['reload_and_diff'].value:92            self.reload_and_diff()93            self.click_states['reload_and_diff'].value = False94        if self.click_states['export'].value:95            filename = crossfiledialog.save_file()96            if filename:97                with open(filename, 'wb') as f:98                    f.write(self.backend.data)99            self.click_states['export'].value = False100class PS2MCFrame(FrameBase):101    NAME_EXCLUSIONS = [b'.', b'..']102    def __init__(self, path):103        self._size = None104        self.opened = bimpy.Bool(True)105        self.click_states = defaultdict(bimpy.Bool)106        self.path = path107        self.name = '{0}##{1}'.format(path, get_next_count())108        self.child_frames = []109        self.tree = dict()110        self.load_card_data()111    def load_card_data(self):112        with open(self.path, 'rb') as f:113            self.data = BytesIO(f.read())114        self.card = ps2mc.ps2mc(self.data)115        self.tree = dict()116        root_dir = self.card.dir_open('/')117        for entry in root_dir:118            if not ps2mc.mode_is_dir(entry[0]):119                continue120            if entry[-1] not in self.NAME_EXCLUSIONS:121                dirname = entry[-1].decode('ascii')122                subnames = []123                dir_files = self.card.dir_open(dirname)124                for file_entry in dir_files:125                    if file_entry[-1] in self.NAME_EXCLUSIONS:126                        continue127                    decoded_name = file_entry[-1].decode('ascii')128                    if decoded_name.endswith('bin'):129                        subnames.append((130                            decoded_name,131                            'Open##{0}/{1}'.format(dirname, decoded_name)132                        ))133                self.tree[dirname] = subnames134                dir_files.close()135        root_dir.close()136    def write_card_data(self):137        self.card.flush()138        with open(self.path, 'wb') as f:139            self.data.seek(0)140            f.write(self.data.read())141    def render(self):142        if not self._size:143            self._size = bimpy.Vec2(400, 600)144            bimpy.set_next_window_size(self._size)145        if bimpy.begin(self.name, self.opened,146                       flags=bimpy.WindowFlags.NoCollapse | bimpy.WindowFlags.MenuBar):147            if bimpy.begin_menu_bar():148                bimpy.menu_item('Reload', 'Cmd+R', self.click_states['reload'])149                bimpy.end_menu_bar()150            for folder_name, folder_files in self.tree.items():151                if bimpy.collapsing_header(folder_name):152                    for item, button_name in folder_files:153                        if bimpy.button(button_name):154                            item_path = '{0}/{1}'.format(folder_name, item)155                            try:156                                new_savegame = SaveGameFrame(157                                    PS2WrappedBinBackend, item_path, self)158                                self.child_frames.append(new_savegame)159                            except KeyboardInterrupt as e:160                                raise e161                            except Exception as e:162                                print(e)163                        bimpy.same_line()164                        bimpy.text(item)165            bimpy.end()166            for child_frame in self.child_frames:167                child_frame.render()168    def process_events(self):169        if self.click_states['reload'].value:170            self.load_card_data()171            self.click_states['reload'].value = False172        for child_frame in self.child_frames:173            child_frame.process_events()174        open_frames_to_close = []175        for i, frame in enumerate(self.child_frames):176            if not frame.opened.value:177                open_frames_to_close.append(i)178        for i in sorted(open_frames_to_close, reverse=True):...

Playwright tutorial

LambdaTest’s Playwright tutorial will give you a broader idea about the Playwright automation framework, its unique features, and use cases with examples to exceed your understanding of Playwright testing. This tutorial will give A to Z guidance, from installing the Playwright framework to some best practices and advanced concepts.

Chapters:

What is Playwright : Playwright is comparatively new but has gained good popularity. Get to know some history of the Playwright with some interesting facts connected with it.
How To Install Playwright : Learn in detail about what basic configuration and dependencies are required for installing Playwright and run a test. Get a step-by-step direction for installing the Playwright automation framework.
Playwright Futuristic Features: Launched in 2020, Playwright gained huge popularity quickly because of some obliging features such as Playwright Test Generator and Inspector, Playwright Reporter, Playwright auto-waiting mechanism and etc. Read up on those features to master Playwright testing.
What is Component Testing: Component testing in Playwright is a unique feature that allows a tester to test a single component of a web application without integrating them with other elements. Learn how to perform Component testing on the Playwright automation framework.
Inputs And Buttons In Playwright: Every website has Input boxes and buttons; learn about testing inputs and buttons with different scenarios and examples.
Functions and Selectors in Playwright: Learn how to launch the Chromium browser with Playwright. Also, gain a better understanding of some important functions like “BrowserContext,” which allows you to run multiple browser sessions, and “newPage” which interacts with a page.
Handling Alerts and Dropdowns in Playwright : Playwright interact with different types of alerts and pop-ups, such as simple, confirmation, and prompt, and different types of dropdowns, such as single selector and multi-selector get your hands-on with handling alerts and dropdown in Playright testing.
Playwright vs Puppeteer: Get to know about the difference between two testing frameworks and how they are different than one another, which browsers they support, and what features they provide.
Run Playwright Tests on LambdaTest: Playwright testing with LambdaTest leverages test performance to the utmost. You can run multiple Playwright tests in Parallel with the LammbdaTest test cloud. Get a step-by-step guide to run your Playwright test on the LambdaTest platform.
Playwright Python Tutorial: Playwright automation framework support all major languages such as Python, JavaScript, TypeScript, .NET and etc. However, there are various advantages to Python end-to-end testing with Playwright because of its versatile utility. Get the hang of Playwright python testing with this chapter.
Playwright End To End Testing Tutorial: Get your hands on with Playwright end-to-end testing and learn to use some exciting features such as TraceViewer, Debugging, Networking, Component testing, Visual testing, and many more.
Playwright Video Tutorial: Watch the video tutorials on Playwright testing from experts and get a consecutive in-depth explanation of Playwright automation testing.