smorken opened a new issue, #42160:
URL: https://github.com/apache/arrow/issues/42160

   ### Describe the bug, including details regarding any error messages, 
version, and platform.
   
   Python 3.12.4 (tags/v3.12.4:8e8a4ba, Jun  6 2024, 19:30:16) [MSC v.1940 64 
bit (AMD64)] on win32
   Type "help", "copyright", "credits" or "license" for more information.
   
   version: `pyarrow==16.1.0`
   
   the following code produced an unexpected empty table result:
   
   ```python
   import pyarrow as pa
   import pyarrow.parquet as pq
   
   table = pa.table(
       {
           "_year": [2020, 2022, 2021, 2022, 2019, 2021],
           "n_legs": [2, 2, 4, 4, 5, 100],
           "animal": ["Flamingo", "Parrot", "Dog", "Horse", "Brittle stars", 
"Centipede"],
       }
   )
   
   pq.write_to_dataset(table, root_path="dataset_v2", partition_cols=["_year"])
   dataset = pq.ParquetDataset("dataset_v2/")
   print(dataset.read())
   ```
   
   printed result:
   
   ```
   pyarrow.Table
   
   ----
   ```
   
   I'm a little unclear on hive partitioning partitioning naming conventions 
and rules, and I haven't been able to find any documentation that would say 
leading underscores should not work.
   
   I would have expected an error on the dataset creation, if leading 
underscores are not supported.
   
   ### Component(s)
   
   Parquet


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