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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2023/01/05 15:17:22 UTC

[GitHub] [beam] AnandInguva opened a new issue, #24902: [Task]: Create a helper function fill_in_missing for TFT Criteo tests

AnandInguva opened a new issue, #24902:
URL: https://github.com/apache/beam/issues/24902

   ### What needs to happen?
   
   This function should accept a rank 2 SparseTensor, and a default value, and return a rank 1 Tensor.  It will assume the input is from a VarLenFeature and has dimensions [batch_size, 0] or [batch_size, 1] depending on the max size of the feature over the batch.  It's assumed each feature has 0 or 1 values (0 for missing, 1 for present).
   
   It will emit a Tensor which is constructed using the code
   
         feature = tf.sparse_to_dense(
             feature.indices, [feature.dense_shape[0], 1], feature.values,
             default_value=-1)
         feature = tf.squeeze(feature, axis=1)
   
   ### Issue Priority
   
   Priority: 3 (nice-to-have improvement)
   
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[GitHub] [beam] smeet07 commented on issue #24902: [Task]: Create a helper function fill_in_missing for TFT Criteo tests

Posted by "smeet07 (via GitHub)" <gi...@apache.org>.
smeet07 commented on issue #24902:
URL: https://github.com/apache/beam/issues/24902#issuecomment-1502169784

   @AnandInguva where should I put this helper function?
   


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[GitHub] [beam] smeet07 commented on issue #24902: [Task]: Create a helper function fill_in_missing for TFT Criteo tests

Posted by "smeet07 (via GitHub)" <gi...@apache.org>.
smeet07 commented on issue #24902:
URL: https://github.com/apache/beam/issues/24902#issuecomment-1502164852

   .take-issue
   


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[GitHub] [beam] smeet07 commented on issue #24902: [Task]: Create a helper function fill_in_missing for TFT Criteo tests

Posted by "smeet07 (via GitHub)" <gi...@apache.org>.
smeet07 commented on issue #24902:
URL: https://github.com/apache/beam/issues/24902#issuecomment-1504007719

   R: @AnandInguva 


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[GitHub] [beam] AnandInguva commented on issue #24902: [Task]: Create a helper function fill_in_missing for TFT Criteo tests

Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24902:
URL: https://github.com/apache/beam/issues/24902#issuecomment-1503529853

   This is the place that needs this feature. https://github.com/apache/beam/blob/1fc8e5ce558ad53dcdf67a6c1baf5a790e8fdbb7/sdks/python/apache_beam/testing/benchmarks/cloudml/criteo_tft/criteo.py#L135. 


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