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Fix column_name and null generation #337

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merged 4 commits into from
Sep 27, 2023
Merged

Fix column_name and null generation #337

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e1dcd8f
fix for column name exclusion bug
ksneab7 Sep 27, 2023
c1bfa3d
pytest fixes
ksneab7 Sep 27, 2023
8d65506
Update tests/test_generators.py
ksneab7 Sep 27, 2023
a2ab09b
added null generation
ksneab7 Sep 27, 2023
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4 changes: 2 additions & 2 deletions synthetic_data/generators.py
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Original file line number Diff line number Diff line change
Expand Up @@ -105,7 +105,7 @@ def _generate_uncorrelated_column_data(self, num_samples):
col_ = copy.deepcopy(col)

generator_name = col_.get("data_type", None)

column_header = col_.get("column_name", None)
if not generator_name:
logging.warning(
f"Generator of type {generator_name} is not implemented."
Expand Down Expand Up @@ -178,7 +178,7 @@ def _generate_uncorrelated_column_data(self, num_samples):
else:
dataset.append(generated_data)

column_names.append(generator_name)
column_names.append(column_header)

return self.convert_data_to_df(dataset, column_names=column_names)

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