yeandy commented on a change in pull request #16917:
URL: https://github.com/apache/beam/pull/16917#discussion_r819105567



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File path: sdks/python/apache_beam/ml/inference/api.py
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@@ -0,0 +1,84 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+from dataclasses import dataclass
+import apache_beam as beam
+from typing import Tuple, TypeVar, Union
+# TODO: implement RunInferenceImpl
+# from apache_beam.ml.inference.base import RunInferenceImpl
+
+
+@dataclass
+class BaseModelSpec:
+  model_url: str
+
+
+@dataclass
+class PyTorchModelSpec(BaseModelSpec):

Review comment:
       I know it will be obvious what it can do if you just read the code, but 
to me, `PyTorchModel` implies that it is the actual model that can do the 
prediction, instead of an object that holds specs about the model.




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