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Description
The root of the discussion series is #1670
The SQLFlow syntax design of data transform is discussed in #1664
From this SQLFlow statement, we will then generate the transform python code.
There are three options for the style of the generated transform code:
- Feature Column API. Integrate it with model definition using tf.keras.layers.DenseFeatures;
- Customized Keras Layer provided from ElasticDL. The functionality should cover all the common used feature engineering operations above;
- Keras Preprocess Layer. This will be ready in TF2.2;