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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowNotImplementedError
Message: Cannot write struct type '_format_kwargs' with no child field to Parquet. Consider adding a dummy child field.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 712, in write_table
self._build_writer(inferred_schema=pa_table.schema)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 757, in _build_writer
self.pa_writer = pq.ParquetWriter(
^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pyarrow/parquet/core.py", line 1070, in __init__
self.writer = _parquet.ParquetWriter(
^^^^^^^^^^^^^^^^^^^^^^^
File "pyarrow/_parquet.pyx", line 2363, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type '_format_kwargs' with no child field to Parquet. Consider adding a dummy child field.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1847, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 731, in finalize
self._build_writer(self.schema)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 757, in _build_writer
self.pa_writer = pq.ParquetWriter(
^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pyarrow/parquet/core.py", line 1070, in __init__
self.writer = _parquet.ParquetWriter(
^^^^^^^^^^^^^^^^^^^^^^^
File "pyarrow/_parquet.pyx", line 2363, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type '_format_kwargs' with no child field to Parquet. Consider adding a dummy child field.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1455, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
_data_files
list | _fingerprint
string | _format_columns
list | _format_kwargs
dict | _format_type
null | _output_all_columns
bool | _split
null |
|---|---|---|---|---|---|---|
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12730f909768592a
|
[
"grain_labels",
"max_grain_size",
"mean_grain_size",
"num_grains",
"simulation_has_orientations",
"simulation_id",
"timestep"
] |
{}
| null | false
| null |
[
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{
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] |
26ac32a25db3d1d0
|
[
"grain_labels",
"max_grain_size",
"mean_grain_size",
"num_grains",
"simulation_has_orientations",
"simulation_id",
"timestep"
] |
{}
| null | false
| null |
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{
"filename": "data-00139-of-00141.arrow"
},
{
"filename": "data-00140-of-00141.arrow"
}
] |
1870f5096ca9f66c
|
[
"grain_labels",
"max_grain_size",
"mean_grain_size",
"num_grains",
"scale",
"simulation_has_orientations",
"simulation_id",
"timestep"
] |
{}
| null | false
| null |
[
{
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},
{
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},
{
"filename": "data-00002-of-00527.arrow"
},
{
"filename": "data-00003-of-00527.arrow"
},
{
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{
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{
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{
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{
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{
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{
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{
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{
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] |
0afe75a3298b515f
|
[
"boundaries",
"boundary_length",
"grain_labels",
"max_grain_size",
"mean_grain_size",
"num_grains",
"simulation_has_orientations",
"simulation_id",
"timestep"
] |
{}
| null | false
| null |
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Grain Growth Dataset for Topological Data Analysis
This dataset contains grain growth simulations for studying microstructure evolution and topological features.
Dataset Configurations
minimal
Full resolution grain labels with basic statistics
- Train: 41140 examples
- Val: 5142 examples
- Test: 5143 examples
minimal_exploration
Downsampled 200×200 for rapid prototyping
- Train: 41140 examples
- Val: 5142 examples
- Test: 5143 examples
Quick Start
from datasets import load_dataset
# Load dataset
dataset = load_dataset("your-repo/grain-growth", "minimal", streaming=True)
# Process examples
for example in dataset['train']:
labels = example['grain_labels']
# Compute features as needed
boundaries = extract_grain_boundaries(labels)
See the main dataset card for detailed usage examples and feature descriptions.
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