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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)

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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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