Datasets:

---

purayar06

/

CSdata

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 12 new columns ({'first_seen', 'exploitation_phase', 'cvss_score', 'vendor', 'has_public_exploit', 'published_date', 'id', 'severity', 'product', 'nb_ips', 'tags', 'events'}) and 10 missing columns ({'N Users Logged In', 'Plan Type', 'N Signals', 'Organization ID', 'Org Created At', 'N Active Engines', 'N Cti Queries', 'Industry Sector', 'N Attached Engines', 'Date'}).

This happened while the csv dataset builder was generating data using

hf://datasets/purayar06/CSdata/vulnerabilities.csv (at revision 301ee8ebfb15656360044625bec6cd9f2ca6c810), [/tmp/hf-datasets-cache/medium/datasets/57139559706760-config-parquet-and-info-purayar06-CSdata-507205ae/hub/datasets--purayar06--CSdata/snapshots/301ee8ebfb15656360044625bec6cd9f2ca6c810/console_users_acquisition.csv.gz (origin=hf://datasets/purayar06/CSdata@301ee8ebfb15656360044625bec6cd9f2ca6c810/console_users_acquisition.csv.gz), /tmp/hf-datasets-cache/medium/datasets/57139559706760-config-parquet-and-info-purayar06-CSdata-507205ae/hub/datasets--purayar06--CSdata/snapshots/301ee8ebfb15656360044625bec6cd9f2ca6c810/vulnerabilities.csv (origin=hf://datasets/purayar06/CSdata@301ee8ebfb15656360044625bec6cd9f2ca6c810/vulnerabilities.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
              id: string
              published_date: string
              first_seen: string
              cvss_score: double
              severity: string
              vendor: string
              product: string
              has_public_exploit: bool
              exploitation_phase: string
              nb_ips: int64
              tags: string
              events: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1671
              to
              {'Date': Value('string'), 'Organization ID': Value('string'), 'Plan Type': Value('string'), 'Industry Sector': Value('string'), 'Org Created At': Value('string'), 'N Signals': Value('int64'), 'N Active Engines': Value('int64'), 'N Attached Engines': Value('int64'), 'N Cti Queries': Value('int64'), 'N Users Logged In': Value('int64')}
              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 1347, 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 12 new columns ({'first_seen', 'exploitation_phase', 'cvss_score', 'vendor', 'has_public_exploit', 'published_date', 'id', 'severity', 'product', 'nb_ips', 'tags', 'events'}) and 10 missing columns ({'N Users Logged In', 'Plan Type', 'N Signals', 'Organization ID', 'Org Created At', 'N Active Engines', 'N Cti Queries', 'Industry Sector', 'N Attached Engines', 'Date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/purayar06/CSdata/vulnerabilities.csv (at revision 301ee8ebfb15656360044625bec6cd9f2ca6c810), [/tmp/hf-datasets-cache/medium/datasets/57139559706760-config-parquet-and-info-purayar06-CSdata-507205ae/hub/datasets--purayar06--CSdata/snapshots/301ee8ebfb15656360044625bec6cd9f2ca6c810/console_users_acquisition.csv.gz (origin=hf://datasets/purayar06/CSdata@301ee8ebfb15656360044625bec6cd9f2ca6c810/console_users_acquisition.csv.gz), /tmp/hf-datasets-cache/medium/datasets/57139559706760-config-parquet-and-info-purayar06-CSdata-507205ae/hub/datasets--purayar06--CSdata/snapshots/301ee8ebfb15656360044625bec6cd9f2ca6c810/vulnerabilities.csv (origin=hf://datasets/purayar06/CSdata@301ee8ebfb15656360044625bec6cd9f2ca6c810/vulnerabilities.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)