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How to use file_name method in avocado

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create_training_data_with_rotation.py

Source:create_training_data_with_rotation.py

1'''2Created on Nov 27, 20153@author: kannanharidas4'''5import Image6import os7from random import randint8from fileinput import filename9import csv10import shutil11#REFERENCE: http://effbot.org/imagingbook/image.htm12def super_impose_image_for_testing(image_file, rotate, filepath_to_save, file_name, type):13    # background = Image.open(testing_files_path+file_name)14    if type == 0:15        background = Image.open(testing_files_path + file_name)16    else:17        background = Image.open(training_files_path + file_name)18    foreground = Image.open(image_file)19    new_foreground = foreground.convert('RGBA')20    # size = new_foreground.size21    # angle_rand = randint(0,340)22    # print "size = "+str(new_foreground.size)23    new_foreground_rotate = new_foreground.rotate(rotate)24    # new_foreground.rotate(180).show()25    print file_name + " modified!"26    x, y = foreground.size27    x_rand = randint(0, (384 - x))28    y_rand = randint(0, (256 - y))29    background.paste(new_foreground_rotate, (x_rand, y_rand, x_rand + x, y_rand + y), new_foreground_rotate)30    background.save(filepath_to_save)31    # test_files_with_sparky = test_files_with_sparky +132    testing_files_label[file_name] = 133def write_csv(file_path_to_save, values):34    training_files_labels_file = open(file_path_to_save, "wb")35    writer1 = csv.writer(training_files_labels_file)36    # testing_files_labels_file = open(testing_filepath+"testing_files_labels.csv","wb")37    # writer2 = csv.writer(testing_files_labels_file)38    for key, value in values.iteritems():39        writer1.writerow([key, value])40    # for key, value in values_testing.iteritems():41    #     writer2.writerow([key,value])42    training_files_labels_file.close()43    # testing_files_labels_file.close()44########################################################################################################################45def randomize_spary_superimposition(filepath_to_save, file_name, type):46    rand_int_for_sparky = randint(0, 20)47    if rand_int_for_sparky % 4 == 0:48        super_impose_image_for_testing("rsz_sparky.gif", 0, filepath_to_save, file_name, type)49    elif rand_int_for_sparky % 4 == 1:50        super_impose_image_for_testing("sparky_large.gif", 0, filepath_to_save, file_name, type)51    elif rand_int_for_sparky % 4 == 2:52        super_impose_image_for_testing("rsz_sparky.gif", randint(0, 340), filepath_to_save, file_name, type)53    elif rand_int_for_sparky % 4 == 3:54        super_impose_image_for_testing("sparky_large.gif", randint(0, 340), filepath_to_save, file_name, type)55def testing_data_full_random():56    for file_name in test_file_names:57        try:58            rand_int = randint(0, 20)59            if rand_int % 2 == 0:60                randomize_spary_superimposition(testing_files_path_with_random_sparky + file_name, file_name, 0)61            else:62                shutil.copyfile(testing_files_path + file_name, testing_files_path_with_random_sparky + file_name)63                testing_files_label[file_name] = 064        except Exception as detail:65            print "Something bad has happened!!! This is the error ==> ", detail66    write_csv(testing_files_path_with_random_sparky + "testing_files_labels.csv", testing_files_label)67    for file_name in train_file_names:68        try:69            rand_int = randint(0, 20)70            if rand_int % 2 == 0:71                randomize_spary_superimposition(training_files_path_with_random_sparky + file_name, file_name, 1)72            else:73                shutil.copyfile(training_files_path + file_name, training_files_path_with_random_sparky + file_name)74                training_files_label[file_name] = 075        except Exception as detail:76            print "Something bad has happened!!! This is the error ==> ", detail77    write_csv(training_files_path_with_random_sparky + "training_files_labels.csv", training_files_label)78########################################################################################################################79def small_sparky_superimposition(filepath_to_save, file_name, type):80    super_impose_image_for_testing("rsz_sparky.gif", 0, filepath_to_save, file_name, type)81def output_data_small_sparky():82    for file_name in test_file_names:83        try:84            rand_int = randint(0, 20)85            if rand_int % 2 == 0:86                small_sparky_superimposition(testing_files_path_with_small_sparky + file_name, file_name, 0)87            else:88                shutil.copyfile(testing_files_path + file_name, testing_files_path_with_small_sparky + file_name)89                testing_files_label[file_name] = 090        except Exception as detail:91            print "Something bad has happened!!! This is the error ==> ", detail92    write_csv(testing_files_path_with_small_sparky + "testing_files_labels.csv", testing_files_label)93    for file_name in train_file_names:94        try:95            rand_int = randint(0, 20)96            if rand_int % 2 == 0:97                small_sparky_superimposition(training_files_path_with_small_sparky + file_name, file_name, 1)98            else:99                shutil.copyfile(training_files_path + file_name, training_files_path_with_small_sparky + file_name)100                training_files_label[file_name] = 0101        except Exception as detail:102            print "Something bad has happened!!! This is the error ==> ", detail103    write_csv(training_files_path_with_small_sparky + "training_files_labels.csv", training_files_label)104########################################################################################################################105def large_sparky_superimposition(filepath_to_save, file_name, type):106    super_impose_image_for_testing("sparky_large.gif", 0, filepath_to_save, file_name, type)107def output_data_large_sparky():108    for file_name in test_file_names:109        try:110            rand_int = randint(0, 20)111            if rand_int % 2 == 0:112                large_sparky_superimposition(testing_files_path_with_large_sparky + file_name, file_name, 0)113            else:114                shutil.copyfile(testing_files_path + file_name, testing_files_path_with_large_sparky + file_name)115                testing_files_label[file_name] = 0116        except Exception as detail:117            print "Something bad has happened!!! This is the error ==> ", detail118    write_csv(testing_files_path_with_large_sparky + "testing_files_labels.csv", testing_files_label)119    for file_name in train_file_names:120        try:121            rand_int = randint(0, 20)122            if rand_int % 2 == 0:123                large_sparky_superimposition(training_files_path_with_large_sparky + file_name, file_name, 1)124            else:125                shutil.copyfile(training_files_path + file_name, training_files_path_with_large_sparky + file_name)126                training_files_label[file_name] = 0127        except Exception as detail:128            print "Something bad has happened!!! This is the error ==> ", detail129    write_csv(training_files_path_with_large_sparky + "training_files_labels.csv", training_files_label)130########################################################################################################################131def small_sparky_with_angle_superimposition(filepath_to_save, file_name, type):132    super_impose_image_for_testing("rsz_sparky.gif", randint(0, 340), filepath_to_save, file_name, type)133def output_data_small_sparky_with_angle():134    for file_name in test_file_names:135        try:136            rand_int = randint(0, 20)137            if rand_int % 2 == 0:138                small_sparky_with_angle_superimposition(testing_files_path_with_small_sparky_rotate + file_name,139                                                        file_name, 0)140            else:141                shutil.copyfile(testing_files_path + file_name, testing_files_path_with_small_sparky_rotate + file_name)142                testing_files_label[file_name] = 0143        except Exception as detail:144            print "Something bad has happened!!! This is the error ==> ", detail145    write_csv(testing_files_path_with_small_sparky_rotate + "testing_files_labels.csv", testing_files_label)146    for file_name in train_file_names:147        try:148            rand_int = randint(0, 20)149            if rand_int % 2 == 0:150                small_sparky_with_angle_superimposition(training_files_path_with_small_sparky_rotate + file_name,151                                                        file_name, 1)152            else:153                shutil.copyfile(training_files_path + file_name,154                                training_files_path_with_small_sparky_rotate + file_name)155                training_files_label[file_name] = 0156        except Exception as detail:157            print "Something bad has happened!!! This is the error ==> ", detail158    write_csv(training_files_path_with_small_sparky_rotate + "training_files_labels.csv", training_files_label)159########################################################################################################################160def large_sparky_with_angle_superimposition(filepath_to_save, file_name, type):161    super_impose_image_for_testing("sparky_large.gif", randint(0, 340), filepath_to_save, file_name, type)162def output_data_large_sparky_with_angle():163    testing_files_label = {}164    training_files_label = {}165    for file_name in test_file_names:166        try:167            rand_int = randint(0, 20)168            if rand_int % 2 == 0:169                large_sparky_with_angle_superimposition(testing_files_path_with_large_sparky_rotate + file_name, file_name, 0)170            else:171                shutil.copyfile(testing_files_path + file_name, testing_files_path_with_large_sparky_rotate + file_name)172                testing_files_label[file_name] = 0173        except Exception as detail:174            print "Something bad has happened!!! This is the error ==> ", detail175    write_csv(testing_files_path_with_large_sparky_rotate + "testing_files_labels.csv", testing_files_label)176    for file_name in train_file_names:177        try:178            rand_int = randint(0, 20)179            if rand_int % 2 == 0:180                large_sparky_with_angle_superimposition(training_files_path_with_large_sparky_rotate + file_name, file_name, 1)181            else:182                shutil.copyfile(training_files_path + file_name,183                                training_files_path_with_large_sparky_rotate + file_name)184                training_files_label[file_name] = 0185        except Exception as detail:186            print "Something bad has happened!!! This is the error ==> ", detail187    write_csv(training_files_path_with_large_sparky_rotate + "training_files_labels.csv", training_files_label)188########################################################################################################################189if __name__ == '__main__':190    pass191testing_files_label = {}192training_files_label = {}193testing_files_path = "./../Test_Images/Testing_input/"194training_files_path = "./../Test_Images/Training_input/"195# Training file paths196training_files_path_with_small_sparky = "./../Test_Images/Output_files/Small_sparky/Training/"197training_files_path_with_large_sparky = "./../Test_Images/Output_files/Large_sparky/Training/"198training_files_path_with_small_sparky_rotate = "./../Test_Images/Output_files/Small_sparky_rotate/Training/"199training_files_path_with_large_sparky_rotate = "./../Test_Images/Output_files/Large_sparky_rotate/Training/"200training_files_path_with_random_sparky = "./../Test_Images/Output_files/Random_sparky/Training/"201# Testing file paths202testing_files_path_with_small_sparky = "./../Test_Images/Output_files/Small_sparky/Testing/"203testing_files_path_with_large_sparky = "./../Test_Images/Output_files/Large_sparky/Testing/"204testing_files_path_with_small_sparky_rotate = "./../Test_Images/Output_files/Small_sparky_rotate/Testing/"205testing_files_path_with_large_sparky_rotate = "./../Test_Images/Output_files/Large_sparky_rotate/Testing/"206testing_files_path_with_random_sparky = "./../Test_Images/Output_files/Random_sparky/Testing/"207test_file_names = os.listdir(testing_files_path)208train_file_names = os.listdir(training_files_path)209test_files_with_sparky = 0210train_files_with_sparky = 0211print "large sparky with angle - start"212output_data_large_sparky_with_angle()213print "large sparky with angle - end"214testing_files_label = {}215training_files_label = {}216print "small sparky with angle - start"217output_data_small_sparky_with_angle()218print "small sparky with angle - end"219testing_files_label = {}220training_files_label = {}221print "large sparky - start"222output_data_large_sparky()223print "large sparky - end"224testing_files_label = {}225training_files_label = {}226print "small sparky - start"227output_data_small_sparky()228print "small sparky - end"229testing_files_label = {}230training_files_label = {}231print "random sparky - start"232testing_data_full_random()233print "random sparky - end"234# for file_name in train_file_names:235#     try:236#         rand_int = randint(0,9)237#         if rand_int % 2 == 0 :238#             background = Image.open(training_files_path+file_name)239#             foreground = Image.open("rsz_sparky.gif")240#             new_foreground = foreground.convert('RGBA')241#             x,y = foreground.size242#             x_rand = randint(0,374)243#             y_rand = randint (0,241)244#             background.paste(new_foreground, (x_rand, y_rand ,x_rand+10 ,y_rand+15), new_foreground)245#             background.save(training_files_path+file_name)246#             train_files_with_sparky = train_files_with_sparky +1247#             training_files_label[file_name] = 1248#         else:249#             training_files_label[file_name] = 0250#     except:251#         pass252# training_files_labels_file = open("training_files_labels.csv","wb")253# writer1 = csv.writer(training_files_labels_file)254# testing_files_labels_file = open("testing_files_labels.csv","wb")255# writer2 = csv.writer(testing_files_labels_file)256# training_files_labels_file.close()...

parser.py

Source:parser.py

1import os2import logging3import json4#TODO Set logger    5logging.basicConfig(6  level = logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s,"7)8LOGGER = logging.getLogger()9#Path verification10'''def gen_path(file_name):11    if file_name == '':12        raise EnvironmentError("No path were specified")13    else:14        file_name = "text"15        strip = file_name.split("/")16        directory = file_name.replace(strip[-1], "")17        if not os._exists(file_name):18            os.mkdir(directory)'''19def _path_correction(path):20    if path.__contains__("\\"):21        return path.replace("\\", "/")22    else:23        return path24def write_file(file_name: str, data: dict):25    #gen_path(file_name)26    file_name = _path_correction(file_name)27    #Get dict28    if not type(data) == dict:29        raise TypeError("Argument: \"data\" must be dictionary type.\nwrite_file(\"file_name\", \"overwrite\" = True, \"data\" = { }")30    elif data.__len__ == 0:31        raise ValueError("\"data\" must not be empty, for erasing data use clear() instead")32    else:33        if os._exists(file_name):34            os.remove(file_name)35        jstream = open(file_name, "w+")36        json.dump(data, jstream)37        jstream.close()38        #Logger39        log = file_name.split("/")40        LOGGER.info(f"{log[-1]} successfully created")41def read_file(file_name: str):42    jstream = open(file_name, "r")43    dt = jstream.read()44    jstream.close()45    46    data = json.loads(dt)47    return data48#file_name = Name of the file, data = tuple to filter, returns a tuple49def get_data(file_name: str, data: tuple, as_dict = False):50    DATA = read_file(file_name)51    if as_dict:52        if data.count == 0:53            return DATA54        else:55            dData = dict()56            keys = tuple(DATA.keys())57            values = tuple(DATA.values())58            for x in keys:59                dData[x] = values[keys.index(x)]60            61            return dData62    else:63        if data.count == 0:64            return tuple(DATA.values())65        else:66            lData = list()67            for x in data:68                lData.append(DATA[x])69            return tuple(lData)70def update_file(file_name: str, data: dict):71    file_name = _path_correction(file_name)72    if file_name == "":73        raise ValueError("\"file_name\" must not be empty")74    elif data.__len__() == 0:75        raise ValueError("\"data\" must contain data to update")76    else:77        try:78            DATA = read_file(file_name)79        except:80            LOGGER.warning(f"No {file_name} were found, a new file will be created")81            DATA = dict()82        finally:83            keys = tuple(data.keys())84            for x in keys:85                DATA[x] = data[x]86            write_file(file_name, DATA)87            #Logging88            log = file_name.split("/")89            LOGGER.info(f"{log[-1]} updated successfully")90def delete_data(file_name: str):91    file_name = _path_correction(file_name)92    if file_name == "":93        raise ValueError("\"file_name\" must not be empty")94    else:95        os.remove(file_name)96        log = file_name.split("/")97        LOGGER.info(f"{log[-1]} was removed")98def delete_many(*file_names: str):99    for x in file_names:100        if not type(x) == str:101            LOGGER.error(f"{x} is not a string")102        else:...

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