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class Example(object):
"""Defines a single training or test example.
Stores each column of the example as an attribute.
"""
@classmethod
def fromdict(cls, data):
ex = cls(data)
return ex
def __init__(self, data):
for key, val in data.items():
super(Example, self).__setattr__(key, val)
def __setattr__(self, key, value):
raise AttributeError
def __hash__(self):
return hash(tuple(x for x in self.__dict__.values()))
def __eq__(self, other):
this = tuple(x for x in self.__dict__.values())
other = tuple(x for x in other.__dict__.values())
return this == other
def __ne__(self, other):
return not self.__eq__(other)