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os.path.isdir(path + 'Bad_Raw/')
shutil.rmtree(path + 'Bad_Raw/')
open("Training_Logs/GeneralLog.txt", 'a+')
self.logger.log(file,"BadRaw directory deleted before starting validation!!!")
file.close()
open("Training_Logs/GeneralLog.txt", 'a+')
self.logger.log(file,"Error while Deleting Directory : %s" %s)
file.close()
moveBadFilesToArchiveBad(self)
datetime.now()
now.date()
now.strftime("%H%M%S")
os.path.isdir(source)
os.path.isdir(path)
os.makedirs(path)
str(date)
str(time)
os.path.isdir(dest)
os.makedirs(dest)
os.listdir(source)
os.listdir(dest)
shutil.move(source + f, dest)
open("Training_Logs/GeneralLog.txt", 'a+')
self.logger.log(file,"Bad files moved to archive")
os.path.isdir(path + 'Bad_Raw/')
shutil.rmtree(path + 'Bad_Raw/')
self.logger.log(file,"Bad Raw Data Folder Deleted successfully!!")
file.close()
open("Training_Logs/GeneralLog.txt", 'a+')
self.logger.log(file, "Error while moving bad files to archive:: %s" % e)
file.close()
validationFileNameRaw(self,regex,LengthOfDateStampInFile,LengthOfTimeStampInFile)
self.deleteExistingBadDataTrainingFolder()
self.deleteExistingGoodDataTrainingFolder()
self.createDirectoryForGoodBadRawData()
listdir(self.Batch_Directory)
open("Training_Logs/nameValidationLog.txt", 'a+')
if (re.match(regex, filename)
re.split('.csv', filename)
re.split('_', splitAtDot[0])
len(splitAtDot[1])
len(splitAtDot[2])
shutil.copy("Training_Batch_Files/" + filename, "Training_Raw_files_validated/Good_Raw")
self.logger.log(f,"Valid File name!! File moved to GoodRaw Folder :: %s" % filename)
shutil.copy("Training_Batch_Files/" + filename, "Training_Raw_files_validated/Bad_Raw")
self.logger.log(f,"Invalid File Name!! File moved to Bad Raw Folder :: %s" % filename)
shutil.copy("Training_Batch_Files/" + filename, "Training_Raw_files_validated/Bad_Raw")
self.logger.log(f,"Invalid File Name!! File moved to Bad Raw Folder :: %s" % filename)
shutil.copy("Training_Batch_Files/" + filename, "Training_Raw_files_validated/Bad_Raw")
self.logger.log(f, "Invalid File Name!! File moved to Bad Raw Folder :: %s" % filename)
f.close()
open("Training_Logs/nameValidationLog.txt", 'a+')
self.logger.log(f, "Error occured while validating FileName %s" % e)
f.close()
validateColumnLength(self,NumberofColumns)
open("Training_Logs/columnValidationLog.txt", 'a+')
self.logger.log(f,"Column Length Validation Started!!")
listdir('Training_Raw_files_validated/Good_Raw/')
pd.read_csv("Training_Raw_files_validated/Good_Raw/" + file)
shutil.move("Training_Raw_files_validated/Good_Raw/" + file, "Training_Raw_files_validated/Bad_Raw")
self.logger.log(f, "Invalid Column Length for the file!! File moved to Bad Raw Folder :: %s" % file)
self.logger.log(f, "Column Length Validation Completed!!")
open("Training_Logs/columnValidationLog.txt", 'a+')
self.logger.log(f, "Error Occured while moving the file :: %s" % OSError)
f.close()
open("Training_Logs/columnValidationLog.txt", 'a+')
self.logger.log(f, "Error Occured:: %s" % e)
f.close()
f.close()
validateMissingValuesInWholeColumn(self)
open("Training_Logs/missingValuesInColumn.txt", 'a+')
self.logger.log(f,"Missing Values Validation Started!!")
listdir('Training_Raw_files_validated/Good_Raw/')
pd.read_csv("Training_Raw_files_validated/Good_Raw/" + file)
if (len(csv[columns])
count()
len(csv[columns])
self.logger.log(f,"Invalid Column for the file!! File moved to Bad Raw Folder :: %s" % file)
csv.rename(columns={"Unnamed: 0": "Wafer"}, inplace=True)
csv.to_csv("Training_Raw_files_validated/Good_Raw/" + file, index=None, header=True)
open("Training_Logs/missingValuesInColumn.txt", 'a+')
self.logger.log(f, "Error Occured while moving the file :: %s" % OSError)
f.close()
open("Training_Logs/missingValuesInColumn.txt", 'a+')
self.logger.log(f, "Error Occured:: %s" % e)
f.close()
f.close()
sitk.ProcessObject_SetGlobalWarningDisplay(False)
warnings.filterwarnings("ignore")
ownpow(a, b)
abs(a)
time.time()
str(sys.argv[1])
str(sys.argv[2])
str(sys.argv[3])
pd.read_csv(f'{Subj}_{I2}_vida-histo.csv')
pd.read_csv(f'{Subj}_{I1}_vida-histo.csv')
os.path.exists(IN_lobe_path)
load(disp_path)
load(IN_lobe_path)