Datasets:
FredZhang7
/
malicious-website-features-2.4M

Dataset card Viewer Files Community
1
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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 25 missing columns ({'TXT_record', 'email_submission', 'abnormal_url', 'redirects', 'domain_registration_length', 'page_rank_decimal', 'certificate_age', 'external_favicons', 'url_anchor_percentage', 'link_percentage', 'mouseover_changes', 'ip_address_count', 'use_iframe', 'has_suspicious_port', 'count_domain_occurrences', 'not_indexed_by_google', 'TTL', 'issuer', 'right_click_disabled', 'script_percentage', 'meta_percentage', 'age_of_domain', 'check_sfh', 'popup_window_has_text_field', 'request_url_percentage'})

This happened while the csv dataset builder was generating data using

hf://datasets/FredZhang7/malicious-website-features-2.4M/phishing_url_train.csv (at revision 24a90da750ca119fb28e35b7da321ece9f41e26b)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              url: string
              is_malicious: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 490
              to
              {'url': Value(dtype='string', id=None), 'redirects': Value(dtype='int64', id=None), 'not_indexed_by_google': Value(dtype='int64', id=None), 'issuer': Value(dtype='string', id=None), 'certificate_age': Value(dtype='int64', id=None), 'email_submission': Value(dtype='int64', id=None), 'request_url_percentage': Value(dtype='float64', id=None), 'url_anchor_percentage': Value(dtype='float64', id=None), 'meta_percentage': Value(dtype='float64', id=None), 'script_percentage': Value(dtype='float64', id=None), 'link_percentage': Value(dtype='float64', id=None), 'mouseover_changes': Value(dtype='int64', id=None), 'right_click_disabled': Value(dtype='int64', id=None), 'popup_window_has_text_field': Value(dtype='int64', id=None), 'use_iframe': Value(dtype='int64', id=None), 'has_suspicious_port': Value(dtype='int64', id=None), 'external_favicons': Value(dtype='int64', id=None), 'TTL': Value(dtype='int64', id=None), 'ip_address_count': Value(dtype='int64', id=None), 'TXT_record': Value(dtype='int64', id=None), 'check_sfh': Value(dtype='float64', id=None), 'count_domain_occurrences': Value(dtype='int64', id=None), 'domain_registration_length': Value(dtype='int64', id=None), 'abnormal_url': Value(dtype='int64', id=None), 'age_of_domain': Value(dtype='int64', id=None), 'is_malicious': Value(dtype='float64', id=None), 'page_rank_decimal': Value(dtype='float64', 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 25 missing columns ({'TXT_record', 'email_submission', 'abnormal_url', 'redirects', 'domain_registration_length', 'page_rank_decimal', 'certificate_age', 'external_favicons', 'url_anchor_percentage', 'link_percentage', 'mouseover_changes', 'ip_address_count', 'use_iframe', 'has_suspicious_port', 'count_domain_occurrences', 'not_indexed_by_google', 'TTL', 'issuer', 'right_click_disabled', 'script_percentage', 'meta_percentage', 'age_of_domain', 'check_sfh', 'popup_window_has_text_field', 'request_url_percentage'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/FredZhang7/malicious-website-features-2.4M/phishing_url_train.csv (at revision 24a90da750ca119fb28e35b7da321ece9f41e26b)
              
              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.

url
string
redirects
int64
not_indexed_by_google
int64
issuer
string
certificate_age
int64
email_submission
int64
request_url_percentage
float64
url_anchor_percentage
float64
meta_percentage
float64
script_percentage
float64
link_percentage
float64
mouseover_changes
int64
right_click_disabled
int64
popup_window_has_text_field
int64
use_iframe
int64
has_suspicious_port
int64
external_favicons
int64
TTL
int64
ip_address_count
int64
TXT_record
int64
check_sfh
float64
count_domain_occurrences
int64
domain_registration_length
int64
abnormal_url
int64
age_of_domain
int64
is_malicious
float64
page_rank_decimal
float64
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