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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 10 new columns ({'compression ratio', 'index_key', 'size in bytes', '99p_search_speed_ms', 'vectors dimension', 'index_path', 'index_param', 'nb vectors', 'avg_search_speed_ms', 'reconstruction error %'}) and 1 missing columns ({'example_index'}).
This happened while the json dataset builder was generating data using
hf://datasets/wendlerc/sdxl-unbox-clip-indices/down_10_5120/knn_index/image.json (at revision 2c0d22a96c7b4c96d4e83e93e420d5d803e223ed)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
index_key: string
index_param: string
index_path: string
size in bytes: int64
avg_search_speed_ms: double
99p_search_speed_ms: double
reconstruction error %: double
nb vectors: int64
vectors dimension: int64
compression ratio: double
to
{'example_index': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1405, 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 1044, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 10 new columns ({'compression ratio', 'index_key', 'size in bytes', '99p_search_speed_ms', 'vectors dimension', 'index_path', 'index_param', 'nb vectors', 'avg_search_speed_ms', 'reconstruction error %'}) and 1 missing columns ({'example_index'}).
This happened while the json dataset builder was generating data using
hf://datasets/wendlerc/sdxl-unbox-clip-indices/down_10_5120/knn_index/image.json (at revision 2c0d22a96c7b4c96d4e83e93e420d5d803e223ed)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
example_index
string | index_key
string | index_param
string | index_path
string | size in bytes
int64 | avg_search_speed_ms
float64 | 99p_search_speed_ms
float64 | reconstruction error %
float64 | nb vectors
int64 | vectors dimension
int64 | compression ratio
float64 |
|---|---|---|---|---|---|---|---|---|---|---|
./clip/down_10_5120/knn_index | null | null | null | null | null | null | null | null | null | null |
null | HNSW32 | efSearch=1676 | knn_index/image.index | 118,795,746 | 10.622333 | 18.600801 | 0 | 51,200 | 512 | 0.882671 |
./clip/mid_10_5120/knn_index | null | null | null | null | null | null | null | null | null | null |
null | HNSW32 | efSearch=2439 | knn_index/image.index | 118,795,746 | 9.781465 | 16.63749 | 0 | 51,200 | 512 | 0.882671 |
./clip/up0_10_5120/knn_index | null | null | null | null | null | null | null | null | null | null |
null | HNSW32 | efSearch=2349 | knn_index/image.index | 118,795,746 | 10.552104 | 17.431191 | 0 | 51,200 | 512 | 0.882671 |
./clip/up_10_5120/knn_index | null | null | null | null | null | null | null | null | null | null |
null | HNSW32 | efSearch=308 | knn_index/image.index | 118,772,586 | 10.306315 | 18.434095 | 0 | 51,190 | 512 | 0.882671 |
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