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The dataset generation failed
Error code: DatasetGenerationError Exception: CastError Message: Couldn't cast input_ids: list<item: int16> child 0, item: int16 soma_joinid: int64 dataset_id: string assay: string assay_ontology_term_id: string cell_type: string cell_type_ontology_term_id: string development_stage: string development_stage_ontology_term_id: string disease: string disease_ontology_term_id: string donor_id: string is_primary_data: bool self_reported_ethnicity: string self_reported_ethnicity_ontology_term_id: string sex: string sex_ontology_term_id: string suspension_type: string tissue: string tissue_ontology_term_id: string tissue_general: string tissue_general_ontology_term_id: string fulltext: string length: int64 -- schema metadata -- huggingface: '{"info": {"features": {"input_ids": {"feature": {"dtype": "' + 1412 to {'indices': Value(dtype='uint64', id=None)} because column names don't match Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1854, in _prepare_split_single for _, table in generator: File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 686, in wrapped for item in generator(*args, **kwargs): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/arrow/arrow.py", line 76, in _generate_tables yield f"{file_idx}_{batch_idx}", self._cast_table(pa_table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/arrow/arrow.py", line 59, in _cast_table pa_table = table_cast(pa_table, self.info.features.arrow_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 input_ids: list<item: int16> child 0, item: int16 soma_joinid: int64 dataset_id: string assay: string assay_ontology_term_id: string cell_type: string cell_type_ontology_term_id: string development_stage: string development_stage_ontology_term_id: string disease: string disease_ontology_term_id: string donor_id: string is_primary_data: bool self_reported_ethnicity: string self_reported_ethnicity_ontology_term_id: string sex: string sex_ontology_term_id: string suspension_type: string tissue: string tissue_ontology_term_id: string tissue_general: string tissue_general_ontology_term_id: string fulltext: string length: int64 -- schema metadata -- huggingface: '{"info": {"features": {"input_ids": {"feature": {"dtype": "' + 1412 to {'indices': Value(dtype='uint64', id=None)} because column names don't match 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 1412, in compute_config_parquet_and_info_response parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet( File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 988, in stream_convert_to_parquet builder._prepare_split( 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 1897, in _prepare_split_single raise DatasetGenerationError("An error occurred while generating the dataset") from e datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset
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indices
uint64 |
---|
14,340,059 |
14,340,561 |
14,341,066 |
14,341,098 |
14,342,958 |
14,344,068 |
14,344,243 |
14,344,463 |
14,344,508 |
14,344,540 |
14,344,713 |
14,344,771 |
14,345,335 |
14,345,590 |
14,345,618 |
14,345,787 |
14,345,906 |
14,346,285 |
14,346,421 |
14,346,457 |
14,359,356 |
14,359,545 |
14,359,691 |
14,359,789 |
14,360,037 |
14,360,358 |
14,360,415 |
14,360,665 |
14,360,679 |
14,360,779 |
14,360,960 |
14,361,108 |
14,361,150 |
14,361,175 |
14,361,485 |
14,361,722 |
14,361,786 |
14,361,906 |
14,361,934 |
14,362,102 |
14,362,139 |
14,362,215 |
14,362,229 |
14,362,281 |
14,362,313 |
14,362,325 |
14,362,386 |
14,362,445 |
14,362,511 |
14,362,546 |
14,362,592 |
14,362,597 |
14,362,622 |
14,362,690 |
14,362,730 |
14,362,793 |
14,362,812 |
14,362,834 |
14,362,837 |
14,362,949 |
14,362,951 |
14,362,959 |
14,362,977 |
14,362,989 |
14,363,030 |
14,363,122 |
14,363,134 |
14,363,157 |
14,363,158 |
14,363,213 |
14,363,255 |
14,363,261 |
14,363,327 |
14,363,408 |
14,363,429 |
14,363,473 |
14,363,564 |
14,363,583 |
14,363,634 |
14,363,635 |
14,363,639 |
14,363,666 |
14,363,723 |
14,363,733 |
14,363,765 |
14,363,790 |
14,363,798 |
14,363,827 |
14,363,831 |
14,363,848 |
14,363,899 |
14,363,900 |
14,364,015 |
14,364,122 |
14,364,125 |
14,364,149 |
14,364,172 |
14,364,173 |
14,364,187 |
14,364,226 |
End of preview.
The dataset scLibrary is the pre-training dataset used by the LangCell model.
Model github: https://github.com/PharMolix/LangCell
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