Datasets:

---

Duplicated from  GBX1220Max/ai-fit-scan

henrychen1231

/

ai-fit-scan

like 0

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 16 new columns ({'url', 'developer', 'label', 'free', 'rating', 'rating_count', 'category', 'description', 'name', 'updated', 'contains_ads', 'in_app_purchases', 'app_id', 'price_usd', 'released', 'installs'}) and 1 missing columns ({'app_index'}).

This happened while the csv dataset builder was generating data using

hf://datasets/henrychen1231/ai-fit-scan/ai_fit_scan_annotated_full.csv (at revision 5fab7c8f5701ce5f82381f15ab6f17851f9198df), [/tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated.csv), /tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated_full.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated_full.csv), /tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_full.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_full.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              app_id: string
              name: string
              developer: string
              url: string
              price_usd: double
              free: bool
              rating: double
              rating_count: double
              installs: int64
              released: string
              updated: double
              category: string
              description: string
              contains_ads: bool
              in_app_purchases: bool
              label: string
              l2_label: string
              ai_function: string
              annotator_a: string
              annotator_b: string
              l2_evidence: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2706
              to
              {'app_index': Value('int64'), 'l2_label': Value('string'), 'ai_function': Value('string'), 'annotator_a': Value('string'), 'annotator_b': Value('string'), 'l2_evidence': Value('string')}
              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 1348, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 16 new columns ({'url', 'developer', 'label', 'free', 'rating', 'rating_count', 'category', 'description', 'name', 'updated', 'contains_ads', 'in_app_purchases', 'app_id', 'price_usd', 'released', 'installs'}) and 1 missing columns ({'app_index'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/henrychen1231/ai-fit-scan/ai_fit_scan_annotated_full.csv (at revision 5fab7c8f5701ce5f82381f15ab6f17851f9198df), [/tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated.csv), /tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated_full.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_annotated_full.csv), /tmp/hf-datasets-cache/medium/datasets/86307785661440-config-parquet-and-info-henrychen1231-ai-fit-scan-ae425e36/hub/datasets--henrychen1231--ai-fit-scan/snapshots/5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_full.csv (origin=hf://datasets/henrychen1231/ai-fit-scan@5fab7c8f5701ce5f82381f15ab6f17851f9198df/ai_fit_scan_full.csv)]
              
              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)