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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 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)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.
Date string | Organization ID string | Plan Type string | Industry Sector string | Org Created At string | N Signals int64 | N Active Engines int64 | N Attached Engines int64 | N Cti Queries int64 | N Users Logged In int64 |
|---|---|---|---|---|---|---|---|---|---|
2025-02-26 | 817a0be5-4cff-4686-88ba-b8737d54ca49 | COMMUNITY | PERSONAL_USE | 2025-02-18T10:40:45.418 | 0 | 0 | 0 | 0 | 0 |
2025-02-26 | 7b8a147d-86ca-4af5-be93-c655e2700249 | COMMUNITY | GOVERNMENTAL_ADMINISTRATION | 2025-01-31T02:41:33.435 | 0 | 0 | 0 | 0 | 0 |
2025-02-26 | 58d126e7-3155-406c-b412-4b5f32899e6a | COMMUNITY | PERSONAL_USE | 2025-02-06T07:23:48.605 | 0 | 0 | 1 | 0 | 0 |
2025-02-26 | 48dd7a93-5bf7-4e12-9345-33c265a6b0c9 | COMMUNITY | PERSONAL_USE | 2025-01-03T13:54:35.033 | 0 | 0 | 0 | 0 | 0 |
2025-02-26 | 585e9fc3-a059-4646-9911-7346b9408b2c | COMMUNITY | PERSONAL_USE | 2025-01-08T18:50:05.412 | 16 | 1 | 1 | 0 | 0 |
2025-02-26 | 7cfc7e6c-547b-4ffb-8b99-194f419fd8a7 | COMMUNITY | PERSONAL_USE | 2025-02-24T06:44:26.169 | 0 | 0 | 0 | 0 | 0 |
2025-03-04 | f9b48914-7589-4591-9c59-9106b2ab84fc | COMMUNITY | HOSTING | 2025-02-22T18:20:57.093 | 0 | 0 | 0 | 0 | 0 |
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2025-03-04 | e5c57132-e029-41e5-99d6-6596fedcbbb2 | COMMUNITY | IT_AND_SERVICES | 2025-02-24T04:45:39.352 | 0 | 0 | 0 | 0 | 0 |
2025-03-04 | 7b697320-c6fb-417a-97df-bf7dead1b3e0 | COMMUNITY | PERSONAL_USE | 2025-01-17T18:18:15.52 | 41 | 1 | 1 | 0 | 0 |
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2025-03-04 | 5059d2ac-8c76-4d8a-8d6b-b644c94428d2 | COMMUNITY | PERSONAL_USE | 2025-01-31T23:21:26.528 | 0 | 0 | 1 | 0 | 0 |
2025-03-04 | 53ad6af2-4b6c-4764-be61-faced570627c | COMMUNITY | HOSTING | 2025-01-05T13:17:37.568 | 0 | 0 | 1 | 0 | 0 |
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2025-04-04 | 543af77d-99bb-4287-b8ad-873b94daf803 | COMMUNITY | IT_AND_SERVICES | 2025-01-24T23:59:14.818 | 0 | 0 | 0 | 0 | 0 |
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2025-03-29 | 006ea0c8-bbad-4e54-b056-de18f66a2632 | COMMUNITY | OTHER | 2025-03-21T10:59:51.372 | 0 | 0 | 0 | 0 | 0 |
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End of preview.
purayar06/CSdata
Generated by ML Intern
This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.
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Usage
from datasets import load_dataset
dataset = load_dataset('purayar06/CSdata')
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