[GitHub] [beam] rszper commented on a diff in pull request #22949: Adding TensorFlow support to the Machine Learning overview page

[GitBox <gi...@apache.org>]

rszper commented on code in PR #22949:
URL: https://github.com/apache/beam/pull/22949#discussion_r958876075


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website/www/site/content/en/documentation/sdks/python-machine-learning.md:
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@@ -165,7 +165,29 @@ For detailed instructions explaining how to build and run a pipeline that uses M
 
 ## Beam Java SDK support
 
-RunInference API is available to Beam Java SDK 2.41.0 and later through Apache Beam's [Multi-language Pipelines framework](https://beam.apache.org/documentation/programming-guide/#multi-language-pipelines). Please see [here](https://github.com/apache/beam/blob/master/sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/transforms/RunInference.java) for the Java wrapper transform to use and please see [here](https://github.com/apache/beam/blob/master/sdks/java/extensions/python/src/test/java/org/apache/beam/sdk/extensions/python/transforms/RunInferenceTransformTest.java) for some example pipelines.
+The RunInference API is available with the Beam Java SDK versions 2.41.0 and later through Apache Beam's [Multi-language Pipelines framework](https://beam.apache.org/documentation/programming-guide/#multi-language-pipelines). For information about the Java wrapper transform, see [RunInference.java](https://github.com/apache/beam/blob/master/sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/transforms/RunInference.java). For example pipelines, see [RunInferenceTransformTest.java](https://github.com/apache/beam/blob/master/sdks/java/extensions/python/src/test/java/org/apache/beam/sdk/extensions/python/transforms/RunInferenceTransformTest.java).
+
+## TensorFlow support
+
+To use TensorFlow with the RunInference API, create a model handler from within `tfx_bsl`. The model handler can be keyed or unkeyed.
+For more information, see [run_inference.py](https://github.com/tensorflow/tfx-bsl/blob/d1fca25e5eeaac9ef0111ec13e7634df836f36f6/tfx_bsl/public/beam/run_inference.py) in the TensorFlow GitHub repository.
+
+```
+tf_handler = CreateModelHandler(inference_spec_type)
+
+# unkeyed
+beam.run_inference(tf_handler)
+
+# keyed
+beam.run_inference(beam.ml.inference.KeyedHandler(tf_handler))
+
+Args:
+  inference_spec_type: Model inference endpoint
+Returns:
+  A Beam RunInference ModelHandler for TensorFlow
+"""
+return run_inference.create_model_handler(inference_spec_type, None, None)

Review Comment:
   Thanks! I removed it.



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