Mercurial > pylearn
comparison lookup_list.py @ 22:b6b36f65664f
Created virtual sub-classes of DataSet: {Finite{Length,Width},Sliceable}DataSet,
removed .field ability from LookupList (because of setattr problems), removed
fieldNames() from DataSet (but is in FiniteWidthDataSet, where it makes sense),
and added hasFields() instead. Fixed problems in asarray, and tested
previous functionality in _test_dataset.py, but not yet new functionality.
author | bengioy@esprit.iro.umontreal.ca |
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date | Mon, 07 Apr 2008 20:44:37 -0400 |
parents | 266c68cb6136 |
children | a5c70dc42972 |
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21:fdf0abc490f7 | 22:b6b36f65664f |
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1 | |
2 from copy import copy | |
1 | 3 |
2 class LookupList(object): | 4 class LookupList(object): |
3 """ | 5 """ |
4 A LookupList is a sequence whose elements can be named (and unlike | 6 A LookupList is a sequence whose elements can be named (and unlike |
5 a dictionary the order of the elements depends not on their key but | 7 a dictionary the order of the elements depends not on their key but |
6 on the order given by the user through construction) so that | 8 on the order given by the user through construction) so that |
7 following syntactic constructions work as one would expect: | 9 following syntactic constructions work as one would expect: |
8 example = Example(['x','y','z'],[1,2,3]) | 10 example = LookupList(['x','y','z'],[1,2,3]) |
9 example.x = [1, 2, 3] # set or change a field | 11 example['x'] = [1, 2, 3] # set or change a field |
10 x, y, z = example | 12 x, y, z = example |
11 x = example[0] | 13 x = example[0] |
12 x = example["x"] | 14 x = example["x"] |
13 print example.keys() # returns ['x','y','z'] | 15 print example.keys() # prints ['x','y','z'] |
14 print example.values() # returns [[1,2,3],2,3] | 16 print example.values() # prints [[1,2,3],2,3] |
17 print example.items() # prints [('x',[1,2,3]),('y',2),('z',3)] | |
18 example.append_keyval('u',0) # adds item with name 'u' and value 0 | |
19 print len(example) # number of items = 4 here | |
20 print example+example # addition is like for lists, a concatenation of the items. | |
21 Note that the element names should be unique. | |
15 """ | 22 """ |
16 def __init__(self,names=[],values=[]): | 23 def __init__(self,names=[],values=[]): |
17 assert len(values)==len(names) | 24 assert len(values)==len(names) |
18 self.__dict__['_values']=values | 25 self.__dict__['_values']=values |
19 self.__dict__['_name2index']={} | 26 self.__dict__['_name2index']={} |
20 self.__dict__['_names']=names | 27 self.__dict__['_names']=names |
21 for i in xrange(len(values)): | 28 for i in xrange(len(values)): |
29 assert names[i] not in self._name2index | |
22 self._name2index[names[i]]=i | 30 self._name2index[names[i]]=i |
23 | 31 |
24 def keys(self): | 32 def keys(self): |
25 return self._names | 33 return self._names |
26 | 34 |
27 def values(self): | 35 def values(self): |
28 return self._values | 36 return self._values |
29 | 37 |
30 def items(self): | 38 def items(self): |
39 """ | |
40 Return a list of (name,value) pairs of all the items in the look-up list. | |
41 """ | |
31 return zip(self._names,self._values) | 42 return zip(self._names,self._values) |
32 | 43 |
33 def __getitem__(self,key): | 44 def __getitem__(self,key): |
34 """ | 45 """ |
35 The key in example[key] can either be an integer to index the fields | 46 The key in example[key] can either be an integer to index the fields |
45 self._values[key]=value | 56 self._values[key]=value |
46 else: # if not an int, key must be a name | 57 else: # if not an int, key must be a name |
47 if key in self._name2index: | 58 if key in self._name2index: |
48 self._values[self._name2index[key]]=value | 59 self._values[self._name2index[key]]=value |
49 else: | 60 else: |
50 raise KeyError(key) | 61 self.append_keyval(key,value) |
51 | 62 |
52 def __getattr__(self,name): | |
53 try: | |
54 return self._values[self._name2index[name]] | |
55 except KeyError, e: | |
56 raise AttributeError(name) | |
57 | |
58 def append_keyval(self, key, value): | 63 def append_keyval(self, key, value): |
64 assert key not in self._name2index | |
59 self._name2index[key]=len(self) | 65 self._name2index[key]=len(self) |
60 self._values.append(value) | 66 self._values.append(value) |
61 self._names.append(key) | 67 self._names.append(key) |
62 | 68 |
63 def __len__(self): | 69 def __len__(self): |
64 return len(self._values) | 70 return len(self._values) |
65 | 71 |
66 def __repr__(self): | 72 def __repr__(self): |
67 return "{%s}" % ", ".join([str(k) + "=" + repr(v) for k,v in self.items()]) | 73 return "{%s}" % ", ".join([str(k) + "=" + repr(v) for k,v in self.items()]) |
74 | |
75 def __add__(self,rhs): | |
76 new_example = copy(self) | |
77 for item in rhs.items(): | |
78 new_example.append_keyval(item[0],item[1]) | |
79 return new_example | |
80 | |
81 def __radd__(self,lhs): | |
82 new_example = copy(lhs) | |
83 for item in self.items(): | |
84 new_example.append_keyval(item[0],item[1]) | |
85 return new_example | |
86 | |
87 |