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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 5 new columns ({' category', ' real vulnerability', ' cwe', ' 2016-06-1', ' Benchmark version: 1.2'}) and 6 missing columns ({'Full Category Name', 'Benchmark version: 1.2', 'real vulnerability', '2016-06-1', 'category', 'cwe'}).
This happened while the csv dataset builder was generating data using
hf://datasets/starsofchance/OWASP_Dataset_v1.2_BenchmarkTests_AND_Expectedresults-1.2.csv/OWASP DATASET/expectedresults-1.2.csv (at revision 2cf0fe5e0a226fb47d621dc8f73a11bf2eb74ac5)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
# test name: string
category: string
real vulnerability: bool
cwe: int64
Benchmark version: 1.2: double
2016-06-1: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1008
to
{'# test name': Value('string'), 'category': Value('string'), 'real vulnerability': Value('bool'), 'cwe': Value('int64'), 'Benchmark version: 1.2': Value('float64'), '2016-06-1': Value('float64'), 'Full Category Name': 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 1455, 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 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 5 new columns ({' category', ' real vulnerability', ' cwe', ' 2016-06-1', ' Benchmark version: 1.2'}) and 6 missing columns ({'Full Category Name', 'Benchmark version: 1.2', 'real vulnerability', '2016-06-1', 'category', 'cwe'}).
This happened while the csv dataset builder was generating data using
hf://datasets/starsofchance/OWASP_Dataset_v1.2_BenchmarkTests_AND_Expectedresults-1.2.csv/OWASP DATASET/expectedresults-1.2.csv (at revision 2cf0fe5e0a226fb47d621dc8f73a11bf2eb74ac5)
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.
# test name
string | category
string | real vulnerability
bool | cwe
int64 | Benchmark version: 1.2
null | 2016-06-1
null | Full Category Name
string |
|---|---|---|---|---|---|---|
BenchmarkTest00001
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00002
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00003
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00004
|
trustbound
| true
| 501
| null | null |
Trust Boundary Violation
|
BenchmarkTest00005
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00006
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00007
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00008
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00009
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00010
|
weakrand
| false
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00011
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00012
|
ldapi
| true
| 90
| null | null |
LDAP Injection
|
BenchmarkTest00013
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00014
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00015
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00016
|
securecookie
| false
| 614
| null | null |
Secure Cookie Flag
|
BenchmarkTest00017
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00018
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00019
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00020
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00021
|
ldapi
| true
| 90
| null | null |
LDAP Injection
|
BenchmarkTest00022
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00023
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00024
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00025
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00026
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00027
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00028
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00029
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00030
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00031
|
trustbound
| true
| 501
| null | null |
Trust Boundary Violation
|
BenchmarkTest00032
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00033
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00034
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00035
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00036
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00037
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00038
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00039
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00040
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00041
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00042
|
weakrand
| false
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00043
|
sqli
| true
| 89
| null | null |
SQL Injection
|
BenchmarkTest00044
|
ldapi
| true
| 90
| null | null |
LDAP Injection
|
BenchmarkTest00045
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00046
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00047
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00048
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00049
|
xss
| true
| 79
| null | null |
XSS (Cross-Site Scripting)
|
BenchmarkTest00050
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00051
|
cmdi
| false
| 78
| null | null |
Command Injection
|
BenchmarkTest00052
|
sqli
| false
| 89
| null | null |
SQL Injection
|
BenchmarkTest00053
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00054
|
crypto
| false
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00055
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00056
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00057
|
crypto
| true
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00058
|
crypto
| false
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00059
|
crypto
| false
| 327
| null | null |
Weak Cryptography
|
BenchmarkTest00060
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00061
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00062
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00063
|
pathtraver
| false
| 22
| null | null |
Path Traversal
|
BenchmarkTest00064
|
pathtraver
| false
| 22
| null | null |
Path Traversal
|
BenchmarkTest00065
|
pathtraver
| true
| 22
| null | null |
Path Traversal
|
BenchmarkTest00066
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00067
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00068
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00069
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00070
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00071
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00072
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00073
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00074
|
hash
| true
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00075
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00076
|
hash
| false
| 328
| null | null |
Weak Hashing
|
BenchmarkTest00077
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00078
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00079
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00080
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00081
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00082
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00083
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00084
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00085
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00086
|
weakrand
| true
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00087
|
securecookie
| true
| 614
| null | null |
Secure Cookie Flag
|
BenchmarkTest00088
|
securecookie
| false
| 614
| null | null |
Secure Cookie Flag
|
BenchmarkTest00089
|
securecookie
| false
| 614
| null | null |
Secure Cookie Flag
|
BenchmarkTest00090
|
cmdi
| false
| 78
| null | null |
Command Injection
|
BenchmarkTest00091
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00092
|
cmdi
| true
| 78
| null | null |
Command Injection
|
BenchmarkTest00093
|
cmdi
| false
| 78
| null | null |
Command Injection
|
BenchmarkTest00094
|
weakrand
| false
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00095
|
weakrand
| false
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00096
|
weakrand
| false
| 330
| null | null |
Weak Randomness
|
BenchmarkTest00097
|
trustbound
| false
| 501
| null | null |
Trust Boundary Violation
|
BenchmarkTest00098
|
trustbound
| true
| 501
| null | null |
Trust Boundary Violation
|
BenchmarkTest00099
|
trustbound
| false
| 501
| null | null |
Trust Boundary Violation
|
BenchmarkTest00100
|
sqli
| true
| 89
| null | null |
SQL Injection
|
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