Move '__swapSV' inline.

theano/compile/function_module.py

@@ -608,9 +608,41 @@ class Function(object):
 
         # swap SharedVariable
         if swap is not None:
-            self.__swapSV(swap, ins, fg_cpy)
-            # the name of SV we swapped
-            swapped_sv = swap.keys()
+            def checkSV(sv_ori, sv_rpl):
+                """
+                Assert two SharedVariable follow some restirctions:
+                    1. same type
+                    2. same shape or dim?
+                """
+                assert sv_ori.type == sv_rpl.type, (
+                    "Type of given SharedVariable conflicts with origianl one",
+                    "Type of given SharedVariable:", sv_rpl.type,
+                    "Type of original SharedVariable:", sv_ori.type)
+
+            exist_names = [i.variable.name for i in ins]
+            swap_names = swap.keys()
+
+            # Check if given names exist
+            for name in swap_names:
+                if name not in exist_names:
+                    warnings.warn("Given name: %s wasn't found" % (name))
+
+            # Swap SharedVairable in fgraph and ins
+            for index, (i, in_v) in enumerate(zip(ins, fg_cpy.inputs)):
+                assert i.variable.name == in_v.name
+
+                if in_v.name in swap_names:
+                    checkSV(in_v, swap[in_v.name])
+                    # In the fgraph we use the cloned SharedVariable
+                    swap_sv = swap[in_v.name].clone()
+
+                    # Swap SharedVariable in fgraph
+                    fg_cpy.inputs[index] = swap_sv
+                    fg_cpy.replace(in_v, swap_sv, reason="Swap SV")
+
+                    # swap variable and value of In instances
+                    i.variable = swap_sv
+                    i.value = swap_sv.container
 
         storage_map = self.fn.storage_map
         new_storage_map = {}
@@ -644,7 +676,7 @@ class Function(object):
                                             f_cpy.input_storage):
             is_const = isinstance(in_ori.variable, theano.tensor.Constant)
             # In instances' name default to vairables' name
-            swapped = swap is not None and in_ori.name in swapped_sv
+            swapped = swap is not None and in_ori.name in swap_names
 
             if (is_const or not in_ori.mutable) and not swapped:
                 cpy.data = ori.data
@@ -653,7 +685,7 @@ class Function(object):
         # Reconstruct Function.finder.
         # Function.value and Function.data work
         for ori, cpy in zip(maker.inputs, f_cpy.maker.inputs):
-            swapped = swap is not None and ori.name in swapped_sv
+            swapped = swap is not None and ori.name in swap_names
             if not swapped:
                 f_cpy.finder[ori.variable] = f_cpy.finder.pop(cpy.variable)
             else:
@@ -661,55 +693,6 @@ class Function(object):
 
         return f_cpy
 
-    def __swapSV(self, swap, ins, fg_cpy):
-        """
-        Hidden auxiliary function, used to swap SharedVariable in maker.inputs
-        and maker.fgraph.
-        --------------------
-        Params:
-            swap -- { dict } The same as docs in copy()
-            ins -- { list } List of In instances to be modified.
-            fg_cpy -- { FounctionGraph } Copied FunctionGraph.
-        --------------------
-        Returns:
-            None
-        """
-        def checkSV(sv_ori, sv_rpl):
-            """
-            Assert two SharedVariable follow some restirctions:
-                1. same type
-                2. same shape or dim?
-            """
-            assert sv_ori.type == sv_rpl.type, (
-                "Type of given SharedVariable conflicts with origianl one",
-                "Type of given SharedVariable:", sv_rpl.type,
-                "Type of original SharedVariable:", sv_ori.type)
-
-        exist_names = [i.variable.name for i in ins]
-        swap_names = swap.keys()
-
-        # Check if given names exist
-        for name in swap_names:
-            if name not in exist_names:
-                warnings.warn("Given name: %s wasn't found" % (name))
-
-        # Swap SharedVairable in fgraph and ins
-        for index, (i, in_v) in enumerate(zip(ins, fg_cpy.inputs)):
-            assert i.variable.name == in_v.name
-
-            if in_v.name in swap_names:
-                # In the fgraph we use the cloned SharedVariable
-                swap_sv = swap[in_v.name].clone()
-                checkSV(in_v, swap_sv)
-
-                # Swap SharedVariable in fgraph
-                fg_cpy.inputs[index] = swap_sv
-                fg_cpy.replace(in_v, swap_sv, reason="Swap SV")
-
-                # swap variable and value of In instances
-                i.variable = swap_sv
-                i.value = swap_sv.container
-
     def __call__(self, *args, **kwargs):
         profile = self.profile
         t0 = time.time()