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4 changes: 4 additions & 0 deletions src/datasets/utils/metadata.py
Original file line number Diff line number Diff line change
Expand Up @@ -175,6 +175,10 @@ def from_yaml_string(cls, string: str) -> "DatasetMetadata":
:obj:`TypeError`: If the dataset's metadata is invalid
"""
metada_dict = yaml.safe_load(string) or dict()
# flatten the metadata of each config
for key in metada_dict:
if isinstance(metada_dict[key], dict):
metada_dict[key] = list(set(sum(metada_dict[key].values(), [])))
return cls(**metada_dict)

@staticmethod
Expand Down
31 changes: 30 additions & 1 deletion tests/test_metadata_util.py
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
import re
import tempfile
import unittest
from pathlib import Path
Expand All @@ -13,7 +14,8 @@


def _dedent(string: str) -> str:
return "\n".join([line.lstrip() for line in string.splitlines()])
indent_level = min(re.search("^ +", t).end() if t.startswith(" ") else 0 for t in string.splitlines())
return "\n".join([line[indent_level:] for line in string.splitlines()])


README_YAML = """\
Expand Down Expand Up @@ -187,6 +189,33 @@ def test_from_yaml_string(self):
)
DatasetMetadata.from_yaml_string(valid_yaml_string)

valid_yaml_string_with_configs = _dedent(
"""\
annotations_creators:
- found
language_creators:
- found
languages:
en:
- en
fr:
- fr
licenses:
- unknown
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- extended|other-yahoo-webscope-l6
task_categories:
- question-answering
task_ids:
- open-domain-qa
"""
)
DatasetMetadata.from_yaml_string(valid_yaml_string_with_configs)

invalid_tag_yaml = _dedent(
"""\
annotations_creators:
Expand Down