NA

PiperOrigin-RevId: 616934117

Author: zhouhao138

fairness_indicators/example_model.py

@@ -31,7 +31,7 @@
 import tempfile
 import tensorflow.compat.v1 as tf
 from tensorflow.compat.v1 import estimator as tf_estimator
-import tensorflow_hub as hub
+from tensorflow.python.feature_column import feature_column_v2  # pylint: disable=g-deprecated-tf-checker
 import tensorflow_model_analysis as tfma
 from tensorflow_model_analysis.addons.fairness.post_export_metrics import fairness_indicators  # pylint: disable=unused-import
 
@@ -71,8 +71,9 @@ def parse_function(serialized):
         filenames=[train_tf_file]).map(parse_function).batch(512)
     return train_dataset
 
-  text_embedding_column = hub.text_embedding_column(
-      key=text_feature, module_spec=module_spec)
+  text_embedding_column = feature_column_v2.text_embedding_column(
+      key=text_feature, module_spec=module_spec
+  )
 
   classifier = tf_estimator.DNNClassifier(
       hidden_units=[500, 100],