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https://issues.apache.org/jira/browse/BEAM-13972?focusedWorklogId=732490&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-732490
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ASF GitHub Bot logged work on BEAM-13972:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 24/Feb/22 16:55
Start Date: 24/Feb/22 16:55
Worklog Time Spent: 10m
Work Description: yeandy commented on a change in pull request #16917:
URL: https://github.com/apache/beam/pull/16917#discussion_r814079447
##########
File path: sdks/python/apache_beam/ml/inference/model.py
##########
@@ -0,0 +1,74 @@
+#
+# 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.
+#
+
+import abc
+
+VALID_PYTORCH_DEVICE_TYPES = ['CPU', 'GPU']
+VALID_SKLEARN_SERIALIZATION_TYPES = ['JOBLIB', 'PICKLE']
+
+
+class RunInferenceModel(object):
+ '''
+ Base class for the RunInference Model.
+ This class contains information about
+ a model that is needed
+ '''
+ def __init__(self, model_url):
+ self._model_url = model_url
+ self._validate_model()
+
+ @abc.abstractmethod
+ def _validate_model(self):
+ raise NotImplementedError("Please implement _validate_model")
+
+
+class PytorchModel(RunInferenceModel):
Review comment:
Agreed. I'll refactor.
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Issue Time Tracking
-------------------
Worklog Id: (was: 732490)
Time Spent: 1h 50m (was: 1h 40m)
> Implement RunInference common interface
> ---------------------------------------
>
> Key: BEAM-13972
> URL: https://issues.apache.org/jira/browse/BEAM-13972
> Project: Beam
> Issue Type: Sub-task
> Components: sdk-py-core
> Reporter: Andy Ye
> Assignee: Andy Ye
> Priority: P2
> Labels: run-inference
> Time Spent: 1h 50m
> Remaining Estimate: 0h
>
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