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https://issues.apache.org/jira/browse/BEAM-13972?focusedWorklogId=732589&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-732589
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ASF GitHub Bot logged work on BEAM-13972:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 24/Feb/22 18:46
Start Date: 24/Feb/22 18:46
Worklog Time Spent: 10m
Work Description: robertwb commented on a change in pull request #16917:
URL: https://github.com/apache/beam/pull/16917#discussion_r814167708
##########
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']
Review comment:
This is a stylistic choice, a question of trying to keep things local.
One way to think about this is taking things to the limit, e.g. if one were to
add hundreds of model types, would it make sense to enumerate all their
constants here (and the classes below) or keep the constants local to the
class. There's also the question of namespacing--the fact that you have one
constant named _PYTORCH_ and another named _SKLEARN_ make it feel like there
should be namespaces here. (Not hard and fast rules of course, but food for
thought.)
The possibility of shadowing by a subclass is actually a feature--if
self.VALUE is used a subclass could decide to extend this list, if cls.VALUE is
used one always gets the unshadowed version.
All of this is probably moot if they are moved to their own modules.
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Issue Time Tracking
-------------------
Worklog Id: (was: 732589)
Time Spent: 2h 10m (was: 2h)
> 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: 2h 10m
> Remaining Estimate: 0h
>
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