Start doing `python.framework.operator`

python/paddle/v2/framework/create_op_creation_methods.py → python/paddle/v2/framework/operator.py

@@ -216,38 +216,54 @@ def create_op_creation_method(op_proto):
         opdesc = method(*args, **kwargs)
         return core.Operator.create(opdesc.SerializeToString())
 
-    __impl__.__doc__ = get_docstring_from_op_proto(op_proto)
-    __impl__.all_input_args = [var.name for var in op_proto.inputs]
-    __impl__.all_output_args = [var.name for var in op_proto.outputs]
-    __impl__.all_attr_args = [attr.name for attr in op_proto.attrs]
-    __impl__.all_not_temp_output_args = [
-        var.name for var in op_proto.outputs if not var.temporary
-    ]
+    return {
+        'method': __impl__,
+        'name': op_proto.type,
+        'all_inputs': [var.name for var in op_proto.inputs],
+        'all_outputs': [var.name for var in op_proto.outputs],
+        'all_attrs': [attr.name for attr in op_proto.attrs],
+        'all_no_temp_outputs':
+        [var.name for var in op_proto.outputs if not var.temporary]
+    }
+
+
+class OperatorFactory(object):
+    def __init__(self):
+        self.op_methods = dict()
+        for op_proto in get_all_op_protos():
+            method = create_op_creation_method(op_proto)
+            self.op_methods[method.name] = method
 
-    return __impl__
+    def __call__(self, *args, **kwargs):
+        if 'type' in kwargs:
+            if len(args) != 0:
+                raise ValueError("All Paddle argument should be key-word "
+                                 "argument except type")
+            t = kwargs.pop('type')
+        else:
+            if len(args) != 1:
+                raise ValueError("All Paddle argument should be key-word "
+                                 "argument except type")
+            t = args[0]
 
+        return self.get_op_creation_info(t)['method'](**kwargs)
 
-class OpCreationsHolder(object):
-    """
-    A object will holds all op creation methods.
-    
-    Use `op_creations.xxx_op` to access them.
-    """
-    pass
+    def get_op_creation_info(self, t):
+        if t not in self.op_methods:
+            raise ValueError("operator %s is not registered", t)
+        return self.op_methods.get(t)
 
+    def get_op_input_names(self, type):
+        return self.get_op_creation_info(type)['all_inputs']
 
-op_creations = OpCreationsHolder()
+    def get_op_output_names(self, type):
+        return self.get_op_creation_info(type)['all_outputs']
 
+    def get_op_attr_names(self, type):
+        return self.get_op_creation_info(type)['all_attrs']
 
-def __bootstrap__():
-    """
-    Bootstrap function for this module. It will dynamic create all op creation
-    methods in runtime.
-    """
-    for op_proto in get_all_op_protos():
-        func = create_op_creation_method(op_proto)
-        func.__name__ = str(op_proto.type)
-        setattr(op_creations, func.__name__, func)
+    def get_op_no_temp_output_names(self, type):
+        return self.get_op_creation_info(type)['all_no_temp_outputs']
 
 
-__bootstrap__()
+Operator = OperatorFactory()  # Default global factory