Merge pull request #184 from jay90099/r1.1.0

Update TFDV 1.1.0 Release

Author: paulgc17

RELEASE.md

@@ -8,6 +8,8 @@
 
 *   Depends on `google-cloud-bigquery>=1.28.0,<2.21`.
 *   Depends on `tfx-bsl>=1.1.1,<1.2`.
+*   Fixes error when using tfdv.experimental_get_feature_value_slicer with
+*   pandas==1.3.0.
 
 ## Known Issues
 

tensorflow_data_validation/utils/slicing_util.py

@@ -157,8 +157,10 @@ def feature_value_slicer(record_batch: pa.RecordBatch) -> Iterable[
     for col_name in sorted(merged_df.columns):
       if col_name in [_PARENT_INDEX_COLUMN, _SLICE_KEY_COLUMN]:
         continue
-      slice_key_col = (_to_slice_key(col_name) + '_' +
-                       merged_df[col_name].apply(_to_slice_key))
+      feature_value_part = merged_df[col_name].apply(_to_slice_key)
+      if feature_value_part.empty:
+        feature_value_part = feature_value_part.astype(pd.StringDtype())
+      slice_key_col = _to_slice_key(col_name) + '_' + feature_value_part
       if index == 0:
         merged_df[_SLICE_KEY_COLUMN] = slice_key_col
         index += 1