Best Python code snippet using lemoncheesecake
cleaba_atter_cal_and_dataSet_create.py
Source:cleaba_atter_cal_and_dataSet_create.py  
1import os2from shutil import copyfile3from tqdm import tqdm4import argparse5argparse6parser = argparse.ArgumentParser()7parser.add_argument('--celeba_path', type=str, default='./datasets/CelebA', help='Path to celeba dataset.')8parser.add_argument('--celeba_anno_path', type=str, default='/Anno/list_attr_celeba.txt', help='path to celebe annotation file')9parser.add_argument('--celeba_path_list_eval_partition', type=str, default='/Eval/list_eval_partition.txt', help='path to celebe list_eval_partition')10parser.add_argument('--main_tag', type=str, default='Eyeglasses', help='main annotation to split celeba data by, one of: \'Male\' \'Blond_Hair\' \'Eyeglasses\' \'Gray_Hair\' \'Black_Hair\' \'Brown_Hair\'')11parser.add_argument('--sub_tag', type=str, default='Eyeglasses', help='sub annotation to split celeba data by, one of: \'Male\' \'Blond_Hair\' \'Eyeglasses\' \'Gray_Hair\' \'Black_Hair\' \'Brown_Hair\'')12opts = parser.parse_args()13path = opts.celeba_path14DataPath = os.path.join(path, 'Img/img_align_celeba')15f = open(path + opts.celeba_anno_path, "r")16f_eval = open(path + opts.celeba_path_list_eval_partition, "r")17num_of_images = int(f.readline())18tags = f.readline().split()19print('num of images: ' + str(num_of_images))20print('tags:')21print(str(tags))22tag_to_use_main = opts.main_tag23tag_to_use_sub = opts.sub_tag  # 'Male'  # 'Blond_Hair' # 'Eyeglasses' # 'Gray_Hair' # 'Black_Hair' #' Brown_Hair'24index_main = tags.index(tag_to_use_main) + 125index_sub = tags.index(tag_to_use_sub) + 126if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub)):27    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub))28if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main,'not_' + tag_to_use_sub)):29    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, 'not_' + tag_to_use_sub))30if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub)):31    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub))32if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main , 'not_' + tag_to_use_sub)):33    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, 'not_' + tag_to_use_sub))34if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub + '_test')):35    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub + '_test'))36if not os.path.exists(os.path.join(path, tag_to_use_main,tag_to_use_sub, tag_to_use_main, 'not_' + tag_to_use_sub + '_test')):37    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, 'not_' + tag_to_use_sub + '_test'))38if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub + '_test')):39    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub + '_test'))40if not os.path.exists(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, 'not_' + tag_to_use_sub + '_test')):41    os.makedirs(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, 'not_' + tag_to_use_sub + '_test'))42f_A_1 = open(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub, tag_to_use_main + '_' + tag_to_use_sub + ".txt"), "w")43f_A_2 = open(os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub, tag_to_use_main + '_not_' + tag_to_use_sub + ".txt"), "w")44f_B_1 = open(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main + '_' + tag_to_use_sub + ".txt"), "w")45f_B_2 = open(os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main + '_not_' + tag_to_use_sub + ".txt"), "w")46f_all_info = open(os.path.join(path,tag_to_use_main, tag_to_use_sub, tag_to_use_main + '_' + tag_to_use_sub + "_info.txt"), "w")47# print(index_main)48# print(index_sub)49numOf_A_1 = 050numOf_A_2 = 051numOf_B_1 = 052numOf_B_2 = 053for line in tqdm(f, total=num_of_images):54  curr_line = line.split()55  eval_partition = int(f_eval.readline().split()[1])56  addTest = ''57  add_eval = ''58  if eval_partition != 0:59      addTest = '_test'60      add_eval = str(eval_partition) + '_'61  fileEnder = 'png'62  file_name = curr_line[0].split('.')[0] + '.' + fileEnder63  srcFile = DataPath + '/' + file_name64  if int(curr_line[index_main]) == 1:65      if int(curr_line[index_sub]) == 1:66          destFile = os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, tag_to_use_sub + addTest, add_eval + curr_line[0] + '.' + fileEnder)67          numOf_A_1 += 168          f_A_1.write(curr_line[0] + '\n')69          copyfile(srcFile, destFile)70      else:71          destFile = os.path.join(path, tag_to_use_main, tag_to_use_sub, tag_to_use_main, 'not_' + tag_to_use_sub + addTest, add_eval + curr_line[0] + '.' + fileEnder)72          numOf_A_2 += 173          f_A_2.write(curr_line[0] + '\n')74          copyfile(srcFile, destFile)75  else:76      if int(curr_line[index_sub]) == 1:77          destFile = os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, tag_to_use_sub + addTest, add_eval + curr_line[0] + '.' + fileEnder)78          numOf_B_1 += 179          f_B_1.write(curr_line[0] + '\n')80          copyfile(srcFile, destFile)81      else:82          destFile = os.path.join(path, tag_to_use_main, tag_to_use_sub, 'not_' + tag_to_use_main, 'not_' + tag_to_use_sub + addTest, add_eval + curr_line[0] + '.' + fileEnder)83          numOf_B_2 += 184          f_B_1.write(curr_line[0] + '\n')85          copyfile(srcFile, destFile)86tot_A = numOf_A_1 + numOf_A_287tot_B = numOf_B_1 + numOf_B_288print('Total ' + tag_to_use_main + ': ' + str(tot_A))89f_all_info.write('Total ' + tag_to_use_main + ': ' + str(tot_A) + '\n')90print('Total not_' + tag_to_use_main + ': ' + str(tot_B))91f_all_info.write('Total_not ' + tag_to_use_main + ': ' + str(tot_B) + '\n')92print('Total ' + tag_to_use_main + ' + ' + tag_to_use_sub + ': ' + str(numOf_A_1))93f_all_info.write('Total ' + tag_to_use_main + ' + ' + tag_to_use_sub + ': ' + str(numOf_A_1) + '\n')94print('Total ' + tag_to_use_main + ' + not_' + tag_to_use_sub + ': ' + str(numOf_A_2))95f_all_info.write('Total ' + tag_to_use_main + ' + not_' + tag_to_use_sub + ': ' + str(numOf_A_2) + '\n')96print('Total not_' + tag_to_use_main + ' + ' + tag_to_use_sub + ': ' + str(numOf_B_1))97f_all_info.write('Total not_' + tag_to_use_main + ' + ' + tag_to_use_sub + ': ' + str(numOf_B_1) + '\n')98print('Total not_' + tag_to_use_main + ' + not_' + tag_to_use_sub + ': ' + str(numOf_B_2))99f_all_info.write('Total not_' + tag_to_use_main + ' + not_' + tag_to_use_sub + ': ' + str(numOf_B_2) + '\n')100ratio_A_1 = numOf_A_1 / tot_A101ratio_A_2 = numOf_A_2 / tot_A102ratio_B_1 = numOf_B_1 / tot_B103ratio_B_2 = numOf_B_2 / tot_B104ratio_A_1_str = "{:.3f}".format(ratio_A_1)105ratio_A_2_str = "{:.3f}".format(ratio_A_2)106ratio_B_1_str = "{:.3f}".format(ratio_B_1)107ratio_B_2_str = "{:.3f}".format(ratio_B_2)108f_all_info.write('---------------------------\n')109print(tag_to_use_main + ' : ' + tag_to_use_sub + '/not_' + tag_to_use_sub + ' : ' + ratio_A_1_str + '/' + ratio_A_2_str)110f_all_info.write(tag_to_use_main + ' : ' + tag_to_use_sub + '/not_' + tag_to_use_sub + ' : ' + ratio_A_1_str + '/' + ratio_A_2_str + '\n')111print('not_' + tag_to_use_main + ' : ' + tag_to_use_sub + '/not_' + tag_to_use_sub + ' : ' + ratio_B_1_str + '/' + ratio_B_2_str)112f_all_info.write('not_' + tag_to_use_main + ' : ' + tag_to_use_sub + '/not_' + tag_to_use_sub + ' : ' + ratio_B_1_str + '/' + ratio_B_2_str + '\n')113f.close()114f_eval.close()115f_A_1.close()116f_A_2.close()117f_B_1.close()118f_B_2.close()...not_.py
Source:not_.py  
1import warnings2from typing import Any3from core.utils.selene.core import match as _match4from core.utils.selene.core.condition import Condition5from core.utils.selene.core.entity import Element, Collection, Browser6visible: Condition[[], Element] = _match.element_is_visible.not_7hidden: Condition[[], Element] = _match.element_is_hidden.not_8present: Condition[[], Element] = _match.element_is_present.not_9in_dom: Condition[[], Element] = _match.element_is_present.not_10existing: Condition[[], Element] = _match.element_is_present.not_11absent: Condition[[], Element] = _match.element_is_absent.not_12enabled: Condition[[], Element] = _match.element_is_enabled.not_13disabled: Condition[[], Element] = _match.element_is_disabled.not_14blank: Condition[[], Element] = _match.element_is_blank.not_15def exact_text(value) -> Condition[[], Element]:16    return _match.element_has_exact_text(value).not_17def text(partial_value) -> Condition[[], Element]:18    return _match.element_has_text(partial_value).not_19def attribute(name: str, value: str = None):20    if value:21        warnings.warn(22            'passing second argument is deprecated; use have.attribute(foo).value(bar) instead',23            DeprecationWarning,24        )25        return _match.element_has_attribute(name).value(value).not_26    original = _match.element_has_attribute(name)27    negated = original.not_28    def value(self, expected: str, ignore_case=False) -> Condition[[], Element]:29        return original.value(expected, ignore_case).not_30    def value_containing(31            self, expected: str, ignore_case=False32    ) -> Condition[[], Element]:33        return original.value_containing(expected, ignore_case).not_34    def values(self, *expected: str) -> Condition[[], Collection]:35        return original.values(*expected).not_36    def values_containing(self, *expected: str) -> Condition[[], Collection]:37        return original.values_containing(*expected).not_38    negated.value = value39    negated.value_containing = value_containing40    negated.values = values41    negated.values_containing = values_containing42    return negated43def js_property(name: str, value: str = None):44    if value:45        warnings.warn(46            'passing second argument is deprecated; use have.js_property(foo).value(bar) instead',47            DeprecationWarning,48        )49        return _match.element_has_js_property(name).value(value).not_50    original = _match.element_has_js_property(name)51    negated = original.not_52    def value(self, expected: str) -> Condition[[], Element]:53        return original.value(expected).not_54    def value_containing(self, expected: str) -> Condition[[], Element]:55        return original.value_containing(expected).not_56    def values(self, *expected: str) -> Condition[[], Collection]:57        return original.values(*expected).not_58    def values_containing(self, *expected: str) -> Condition[[], Collection]:59        return original.values_containing(*expected).not_60    negated.value = value61    negated.value_containing = value_containing62    negated.values = values63    negated.values_containing = values_containing64    return negated65def css_property(name: str, value: str = None):66    if value:67        warnings.warn(68            'passing second argument is deprecated; use have.css_property(foo).value(bar) instead',69            DeprecationWarning,70        )71        return _match.element_has_css_property(name).value(value).not_72    original = _match.element_has_css_property(name)73    negated = original.not_74    def value(self, expected: str) -> Condition[[], Element]:75        return original.value(expected).not_76    def value_containing(self, expected: str) -> Condition[[], Element]:77        return original.value_containing(expected).not_78    def values(self, *expected: str) -> Condition[[], Collection]:79        return original.values(*expected).not_80    def values_containing(self, *expected: str) -> Condition[[], Collection]:81        return original.values_containing(*expected).not_82    negated.value = value83    negated.value_containing = value_containing84    negated.values = values85    negated.values_containing = values_containing86    return negated87def value(text) -> Condition[[], Element]:88    return _match.element_has_value(text).not_89def value_containing(partial_text) -> Condition[[], Element]:90    return _match.element_has_value_containing(partial_text).not_91def css_class(name) -> Condition[[], Element]:92    return _match.element_has_css_class(name).not_93def tag(name: str) -> Condition[[], Element]:94    return _match.element_has_tag(name).not_95def tag_containing(name: str) -> Condition[[], Element]:96    return _match.element_has_tag_containing(name).not_97def size(number: int) -> Condition[[], Collection]:98    return _match.collection_has_size(number).not_99def size_less_than(number: int) -> Condition[[], Collection]:100    return _match.collection_has_size_less_than(number).not_101def size_less_than_or_equal(number: int) -> Condition[[], Collection]:102    return _match.collection_has_size_less_than_or_equal(number).not_103def size_greater_than(number: int) -> Condition[[], Collection]:104    return _match.collection_has_size_greater_than(number).not_105def size_at_least(number: int) -> Condition[[], Collection]:106    warnings.warn(107        'might be deprecated; use have.size_greater_than_or_equal instead',108        PendingDeprecationWarning,109    )110    return _match.collection_has_size_greater_than_or_equal(number).not_111def size_greater_than_or_equal(number: int) -> Condition[[], Collection]:112    return _match.collection_has_size_greater_than_or_equal(number).not_113def texts(*partial_values: str) -> Condition[[], Collection]:114    return _match.collection_has_texts(*partial_values).not_115def exact_texts(*values: str) -> Condition[[], Collection]:116    return _match.collection_has_exact_texts(*values).not_117def url(exact_value: str) -> Condition[[], Browser]:118    return _match.browser_has_url(exact_value).not_119def url_containing(partial_value: str) -> Condition[[], Browser]:120    return _match.browser_has_url_containing(partial_value).not_121def title(exact_value: str) -> Condition[[], Browser]:122    return _match.browser_has_title(exact_value).not_123def title_containing(partial_value: str) -> Condition[[], Browser]:124    return _match.browser_has_title_containing(partial_value).not_125def tabs_number(value: int) -> Condition[[], Browser]:126    return _match.browser_has_tabs_number(value).not_127def tabs_number_less_than(value: int) -> Condition[[], Browser]:128    return _match.browser_has_tabs_number_less_than(value).not_129def tabs_number_less_than_or_equal(value: int) -> Condition[[], Browser]:130    return _match.browser_has_tabs_number_less_than_or_equal(value).not_131def tabs_number_greater_than(value: int) -> Condition[[], Browser]:132    return _match.browser_has_tabs_number_greater_than(value).not_133def tabs_number_greater_than_or_equal(value: int) -> Condition[[], Browser]:134    return _match.browser_has_tabs_number_greater_than_or_equal(value).not_135def js_returned_true(script_to_return_bool: str) -> Condition[[], Browser]:136    warnings.warn(137        'might be deprecated; use have.js_returned(True, ...) instead',138        PendingDeprecationWarning,139    )140    return _match.browser_has_js_returned(True, script_to_return_bool).not_141def js_returned(expected: Any, script: str, *args) -> Condition[[], Browser]:...results.py
Source:results.py  
...33avg     std     min   max3496706.3 2651.17 80156 9806235100318  1131.11 91302 10094036100649  1752.85 87910 10176237and_(or_(and_(IN9, or_(IN5, IN3)), and_(or_(and_(or_(and_(IN13, IN12), not_(not_(IN8))), IN16), and_(or_(and_(not_(not_(IN8)), or_(IN2, IN4)), or_(and_(and_(or_(and_(IN7, or_(IN3, IN3)), IN10), or_(and_(and_(not_(not_(IN8)), and_(or_(and_(IN7, or_(and_(IN7, or_(IN3, IN3)), not_(IN8))), IN10), or_(IN5, IN4))), IN16), IN2)), IN16), and_(or_(and_(not_(not_(IN1)), or_(IN2, and_(IN7, or_(or_(IN3, IN5), or_(and_(IN2, IN4), IN10))))), IN15), or_(IN12, and_(IN6, IN11))))), or_(IN2, and_(IN7, or_(or_(IN3, IN5), or_(and_(IN2, IN4), IN10)))))), or_(and_(or_(and_(IN7, or_(and_(IN7, or_(IN3, IN3)), or_(and_(IN6, IN8), IN10))), IN10), or_(IN5, IN4)), and_(or_(and_(or_(IN4, not_(not_(IN8))), IN16), and_(or_(and_(not_(not_(IN8)), or_(IN7, IN4)), IN15), or_(not_(not_(and_(IN13, IN3))), and_(IN6, IN11)))), IN12)))), or_(and_(or_(or_(and_(IN2, IN4), IN10), IN15), or_(not_(not_(and_(IN13, IN12))), and_(IN6, IN11))), or_(and_(and_(or_(and_(IN7, or_(IN3, IN3)), IN10), or_(and_(and_(or_(and_(IN7, or_(IN3, IN3)), IN13), and_(or_(and_(IN7, or_(and_(IN7, or_(IN3, IN3)), not_(IN8))), IN10), or_(and_(or_(and_(IN7, or_(and_(IN7, or_(IN3, IN3)), not_(IN8))), IN10), or_(IN5, IN4)), IN4))), IN16), IN2)), IN16), and_(or_(and_(not_(not_(IN1)), or_(IN2, and_(IN7, or_(or_(IN3, IN5), or_(and_(IN2, IN4), IN10))))), IN15), or_(not_(not_(IN8)), and_(IN6, IN11))))))3898445.8 491.316 95088 988623992616.2 2998.54 74400 938804096612.7 3473.9  73164 984344196469.9 1417.88 87818 976344298469.3 2206.32 87930 996764397442.4 2274.31 83064 98402...text_preprocessing.py
Source:text_preprocessing.py  
1from nltk.stem import SnowballStemmer2stemmer = SnowballStemmer('english')3def _coll_neg(text):4    text = text.replace("n't", " not")5    text = text.replace(" dont ", " do_not_")6    text = text.replace(" isnt ", " is not_")7    text = text.replace("not ", "not_")8    text = text.replace("'", "")9    #text = text.replace("dont ", "dont_")10    # won't  -> will not11    # 's not  -> is not_12    # "isnt"  -> is not_13    # "wasnt" -> was not_14    # is not  -> is not_15    # don't   -> do not_16    # doesn't -> does not_17    # ("n't" -> " not_")18    return text19def add_negation(texts):20    return map(_coll_neg, texts)21def stem(text):22    text = text.lower()23    text = [' '.join(map(stemmer.stem, text.split()))]...Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.
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