view lookup_list.py @ 57:1aabd2e2bb5f

Added empty classes with doc: CachedDataSet and ApplyFunctionDataSet
author Yoshua Bengio <bengioy@iro.umontreal.ca>
date Tue, 29 Apr 2008 17:45:16 -0400
parents a5c70dc42972
children 427e02ef0629
line wrap: on
line source


from copy import copy

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 = LookupList(['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() # prints ['x','y','z']
       print example.values() # prints [[1,2,3],2,3]
       print example.items() # prints [('x',[1,2,3]),('y',2),('z',3)]
       example.append_keyval('u',0) # adds item with name 'u' and value 0
       print len(example) # number of items = 4 here
       print example+example # addition is like for lists, a concatenation of the items.
    Note that the element names should be unique.
    """
    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)):
            assert names[i] not in self._name2index
            self._name2index[names[i]]=i

    def keys(self):
        return self._names

    def values(self):
        return self._values

    def items(self):
        """
        Return a list of (name,value) pairs of all the items in the look-up list.
        """
        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) or isinstance(key,slice) or isinstance(key,list):
            return self._values[key]
        else: # if not an int, key must be a name
            # expecting key to be a valid field name
            assert isinstance(key,str)
            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.append_keyval(key,value)
            
    def append_keyval(self, key, value):
        assert key not in self._name2index
        self._name2index[key]=len(self)
        self._values.append(value)
        self._names.append(key)

    def __len__(self):
        return len(self._values)

    def __repr__(self):
        return "{%s}" % ", ".join([str(k) + "=" + repr(v) for k,v in self.items()])

    def __add__(self,rhs):
        new_example = copy(self)
        for item in rhs.items():
            new_example.append_keyval(item[0],item[1])
        return new_example

    def __radd__(self,lhs):
        new_example = copy(lhs)
        for item in self.items():
            new_example.append_keyval(item[0],item[1])
        return new_example