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import sys
class AnomalyDetectionException(Exception):
"""Custom exception for Anomaly Detection pipeline."""
def __init__(self, error_message, error_details: sys):
self.error_message = error_message
_, _, exc_tb = error_details.exc_info()
self.lineno = exc_tb.tb_lineno
self.file_name = exc_tb.tb_frame.f_code.co_filename
def __str__(self):
return "Error occurred in python script name [{0}] line number [{1}] error message [{2}]".format(
self.file_name, self.lineno, str(self.error_message)
)
if __name__ == '__main__':
try:
a = 1 / 0
except Exception as e:
raise AnomalyDetectionException(e, sys)