def __init__(self, path):
self.file_object = 'Prediction_Log'
self.log_writer = logger.App_Logger()
self.awsObj = AwsStorageManagement()
self.emailObj = email()
if path is not None:
self.pred_data_val = Prediction_Data_validation(path)
def __init__(self):
self.path = 'Training_Database'
self.badFilePath = "Training_Bad_Raw_Files_Validated"
self.goodFilePath = "Training_Good_Raw_Files_Validated"
self.logger = App_Logger()
self.awsObj = AwsStorageManagement()
self.dbObj = mongoDBOperation()
def __init__(self):
self.log_writer = logger.App_Logger()
self.file_object = 'ModelTrainingLog'
self.emailObj = email()
self.awsObj = AwsStorageManagement()
self.performance_list = []
self.dbObj = mongoDBOperation()
def __init__(self, path):
self.raw_data = Raw_Data_validation(path)
self.dataTransform = dataTransform()
self.dBOperation = dBOperation()
self.file_object = 'Training_Main_Log'
self.log_writer = logger.App_Logger()
self.emailObj = email()
self.awsObj = AwsStorageManagement()
def __init__(self):
self.goodDataPath = "Prediction_Good_Raw_Files_Validated"
self.logger = App_Logger()
self.awsObj = AwsStorageManagement()
def __init__(self, path):
self.Batch_Directory = path
self.schema_path = 'schema_prediction.json'
self.logger = App_Logger()
self.awsObj = AwsStorageManagement()
self.dbObj = mongoDBOperation()
def __init__(self, file_object, logger_object):
self.file_object = file_object
self.logger_object = logger_object
self.awsObj = AwsStorageManagement()
def __init__(self, file_object, logger_object):
self.training_file = 'InputFile.csv'
self.file_object = file_object
self.logger_object = logger_object
self.awsObj = AwsStorageManagement()
def __init__(self, file_object, logger_object):
self.file_object = file_object
self.logger_object = logger_object
self.model_directory = 'models'
self.awsObj = AwsStorageManagement()
