Merge pull request #2517 from nouiz/crash_unpickle

theano/gof/type.py

@@ -416,6 +416,19 @@ class SingletonType(Type):
     def __str__(self):
         return self.__class__.__name__
 
+    # even if we try to make a singleton, this do not always work.  So
+    # we compare the type. See test_type_other.test_none_Constant for
+    # an exmple. So we need to implement __eq__ and __hash__
+    def __eq__(self, other):
+        if self is other:
+            return True
+        if type(self) is type(other):
+            return True
+        return False
+
+    def __hash__(self):
+        return hash(type(self))
+
 
 class Generic(SingletonType):
     """

theano/tensor/tests/test_type_other.py

 """ This file don't test everything. It only test one past crash error."""
 import theano
-from theano.tensor.type_other import MakeSlice, make_slice
+from theano.gof import Constant
+from theano.tensor.type_other import MakeSlice, make_slice, NoneTypeT, NoneConst
 
 
 def test_make_slice_merge():
@@ -11,4 +12,28 @@ def test_make_slice_merge():
     f = theano.function([i], [s1, s2])
     nodes = f.maker.fgraph.nodes
     assert len([n for n in nodes if isinstance(n.op, MakeSlice)]) == 1
-    theano.printing.debugprint(f)
+    theano.printing.debugprint(f)
\ No newline at end of file
+
+
+def test_none_Constant():
+    """ Tests equals
+
+    We had an error in the past with unpickling
+    """
+    o1 = Constant(NoneTypeT(), None, name='NoneConst')
+    o2 = Constant(NoneTypeT(), None, name='NoneConst')
+    assert o1.equals(o2)
+    assert NoneConst.equals(o1)
+    assert o1.equals(NoneConst)
+    assert NoneConst.equals(o2)
+    assert o2.equals(NoneConst)
+
+    # This trigger equals that returned the wrong answer in the past.
+    import cPickle
+    import theano
+    from theano import tensor
+
+    x = tensor.vector('x')
+    y = tensor.argmax(x)
+    f = theano.function([x], [y])
+    cPickle.loads(cPickle.dumps(f))

theano/tensor/type_other.py

@@ -129,5 +129,5 @@ none_type_t = NoneTypeT()
 
 # This is a variable instance. It can be used only once per fgraph.
 # So use NoneConst.clone() before using it in a Theano graph.
-# Use NoneConst.equal(x) to check if two variable are NoneConst.
-NoneConst = Constant(NoneTypeT(), None, name='NoneConst')
+# Use NoneConst.equals(x) to check if two variable are NoneConst.
+NoneConst = Constant(none_type_t, None, name='NoneConst')