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Parquet Support #1029

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Merged
PGijsbers merged 18 commits into from
Mar 4, 2021
Merged

Parquet Support #1029

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f9f50ac
Store the minio_url from description xml
PGijsbers Feb 18, 2021
049196c
Add minio dependency
PGijsbers Feb 18, 2021
fe3dbe2
Add call for downloading file from minio bucket
PGijsbers Feb 18, 2021
1a5ed88
Allow objects to be located in directories
PGijsbers Feb 18, 2021
3905d66
add parquet equivalent of _get_dataset_arff
PGijsbers Feb 18, 2021
ca27f18
Store parquet alongside arff, if available
PGijsbers Feb 18, 2021
b4ed955
Deal with unknown buckets, fix path expectation
PGijsbers Feb 18, 2021
7cecfb9
Update test to reflect parquet file is downloaded
PGijsbers Feb 18, 2021
a0ab074
Download parquet file through lazy loading
PGijsbers Feb 19, 2021
36ede4d
Load data from parquet if available
PGijsbers Feb 19, 2021
f02eb0f
Update (doc) strings
PGijsbers Feb 22, 2021
7ccbe5e
Cast to signify url is str
PGijsbers Feb 22, 2021
5099c2b
Make cache file path generation extension agnostic
PGijsbers Feb 25, 2021
8d86c2b
Remove return argument
PGijsbers Feb 25, 2021
117c671
Add clear test messages, update minio urls
PGijsbers Mar 1, 2021
56137a1
Debugging on CI with print
PGijsbers Mar 1, 2021
d64257d
Add pyarrow dependency for loading parquet
PGijsbers Mar 1, 2021
2eeb8bf
Remove print
PGijsbers Mar 2, 2021
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Debugging on CI with print
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@PGijsbers
PGijsbers authored Mar 1, 2021
commit 56137a1eba9f5fbd563eedb87c3429131aa9d99c
4 changes: 3 additions & 1 deletion openml/datasets/dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -490,7 +490,9 @@ def _cache_compressed_file_from_file(
try:
data = pd.read_parquet(data_file)
except Exception as e:
raise Exception(f"File: {data_file}") from e
print(data_file)
raise e
# raise Exception(f"File: {data_file}") from e

categorical = [data[c].dtype.name == "category" for c in data.columns]
attribute_names = list(data.columns)
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