Mercurial > pylearn
view lookup_list.py @ 12:ff4e551490f1
Added LookupList type in lookup_list.py and used it to keep order
of field names in Example in ArrayDataSet. Example is now just = LookupList.
author | bengioy@esprit.iro.umontreal.ca |
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date | Wed, 26 Mar 2008 18:21:57 -0400 |
parents | |
children | 759d17112b23 |
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class LookupList(object): """ A LookupList is a sequence whose elements can be named (and unlike a dictionary the order of the elements depends not on their key but on the order given by the user through construction) so that following syntactic constructions work as one would expect: example = Example(['x','y','z'],[1,2,3]) example.x = [1, 2, 3] # set or change a field x, y, z = example x = example[0] x = example["x"] print example.keys() # returns ['x','y','z'] print example.values() # returns [[1,2,3],2,3] """ def __init__(self,names=[],values=[]): assert len(values)==len(names) self.__dict__['_values']=values self.__dict__['_name2index']={} self.__dict__['_names']=names for i in xrange(len(values)): self._name2index[names[i]]=i def keys(self): return _names def values(self): return _values def items(self): return zip(self._names,self._values) def __getitem__(self,key): """ The key in example[key] can either be an integer to index the fields or the name of the field. """ if isinstance(key,int): return self._values[key] else: # if not an int, key must be a name return self._values[self._name2index[key]] def __setitem__(self,key,value): if isinstance(key,int): self._values[key]=value else: # if not an int, key must be a name if key in self._name2index: self._values[self._name2index[key]]=value else: self._name2index[key]=len(self) self._values.append(value) self._names.append(key) def __getattr__(self,name): return self._values[self._name2index[name]] def __setattr__(self,name,value): if name in self._name2index: self._values[self._name2index[name]]=value else: self._name2index[name]=len(self) self._values.append(value) self._names.append(name) def __len__(self): return len(self._values) def __repr__(self): return "{%s}" % ", ".join([str(k) + "=" + repr(v) for k,v in self.items()])