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Add a default value field for schema.feature #17

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schmidt-jake opened this issue Feb 19, 2021 · 0 comments
Open

Add a default value field for schema.feature #17

schmidt-jake opened this issue Feb 19, 2021 · 0 comments

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@schmidt-jake
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We use TFMD schemas to construct feature_specs to parse TFRecords. Some records may have missing entries for certain features, and in such cases we may want to allow a default value. This functionality is already supported in tf.io.FixedLenFeature. It would be nice to add some fields to the Feature message to mirror this:

message Feature {
  ...
  oneof default_value_type {
    int64 int_default = ...;
    ...
  }
}
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