Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
digest: string
kind: string
path: string
payload_sha3: string
prev: string
seq: int64
ts: timestamp[s]
owasp_top10: struct<total_findings: int64, files_with_findings: int64, severity: struct<high: int64, medium: int6 (... 764 chars omitted)
child 0, total_findings: int64
child 1, files_with_findings: int64
child 2, severity: struct<high: int64, medium: int64, low: int64>
child 0, high: int64
child 1, medium: int64
child 2, low: int64
child 3, categories: struct<A01-BrokenAccessControl: struct<count: int64, findings: list<item: null>>, A02-CryptographicF (... 635 chars omitted)
child 0, A01-BrokenAccessControl: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 1, A02-CryptographicFailures: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 2, A03-Injection: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 3, A04-InsecureDesign: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 4, A05-SecurityMisconfiguration: struct<count: int64, findings: list<item: null>>
...
scanned: int64, lines_of_code: int64, languages: struct<>>
child 0, files_total: int64
child 1, source_files_scanned: int64
child 2, lines_of_code: int64
child 3, languages: struct<>
blocker: string
sbom: struct<bomFormat: string, specVersion: string, serialNumber: string, version: int64, metadata: struc (... 272 chars omitted)
child 0, bomFormat: string
child 1, specVersion: string
child 2, serialNumber: string
child 3, version: int64
child 4, metadata: struct<timestamp: timestamp[s], component: struct<type: string, name: string, version: string, bom-r (... 146 chars omitted)
child 0, timestamp: timestamp[s]
child 1, component: struct<type: string, name: string, version: string, bom-ref: string, purl: string, licenses: list<it (... 41 chars omitted)
child 0, type: string
child 1, name: string
child 2, version: string
child 3, bom-ref: string
child 4, purl: string
child 5, licenses: list<item: struct<license: struct<id: string>>>
child 0, item: struct<license: struct<id: string>>
child 0, license: struct<id: string>
child 0, id: string
child 2, properties: list<item: struct<name: string, value: string>>
child 0, item: struct<name: string, value: string>
child 0, name: string
child 1, value: string
child 5, components: list<item: null>
child 0, item: null
project: string
passed: int64
to
{'schema': Value('string'), 'project': Value('string'), 'source': {'git': {'url': Value('string'), 'head': Value('string'), 'branch': Value('string'), 'sha_verified_from': Value('string'), 'previous_upstream': Value('string')}}, 'metrics': {'files_total': Value('int64'), 'source_files_scanned': Value('int64'), 'lines_of_code': Value('int64'), 'languages': {}}, 'licence': {'spdx': Value('string'), 'class': Value('string'), 'source_file': Value('null'), 'redistribution_allowed': Value('bool')}, 'dependencies': {'count': Value('int64'), 'unique': Value('int64'), 'by_ecosystem': {}, 'list': List(Value('null'))}, 'owasp_top10': {'total_findings': Value('int64'), 'files_with_findings': Value('int64'), 'severity': {'high': Value('int64'), 'medium': Value('int64'), 'low': Value('int64')}, 'categories': {'A01-BrokenAccessControl': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A02-CryptographicFailures': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A03-Injection': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A04-InsecureDesign': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A05-SecurityMisconfiguration': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A06-VulnerableComponents': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A07-AuthFailures': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A08-SoftwareDataIntegrity': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A09-Logg
...
nt64'), 'findings': List(Value('null'))}, 'LLM03-SupplyChain': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM04-DataPoisoning': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM05-ImproperOutputHandling': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM06-ExcessiveAgency': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM07-SystemPromptLeak': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM08-VectorEmbeddingWeaknesses': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM09-Misinformation': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM10-UnboundedConsumption': {'count': Value('int64'), 'findings': List(Value('null'))}}}, 'sbom': {'bomFormat': Value('string'), 'specVersion': Value('string'), 'serialNumber': Value('string'), 'version': Value('int64'), 'metadata': {'timestamp': Value('timestamp[s]'), 'component': {'type': Value('string'), 'name': Value('string'), 'version': Value('string'), 'bom-ref': Value('string'), 'purl': Value('string'), 'licenses': List({'license': {'id': Value('string')}})}, 'properties': List({'name': Value('string'), 'value': Value('string')})}, 'components': List(Value('null'))}, 'elapsed_seconds': Value('float64'), 'all_passed': Value('bool'), 'passed': Value('int64'), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'blocker': Value('string'), 'method': Value('string'), 'total': Value('int64'), 'all_passed_note': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 544, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 3052, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2559, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2584, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 558, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 440, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
digest: string
kind: string
path: string
payload_sha3: string
prev: string
seq: int64
ts: timestamp[s]
owasp_top10: struct<total_findings: int64, files_with_findings: int64, severity: struct<high: int64, medium: int6 (... 764 chars omitted)
child 0, total_findings: int64
child 1, files_with_findings: int64
child 2, severity: struct<high: int64, medium: int64, low: int64>
child 0, high: int64
child 1, medium: int64
child 2, low: int64
child 3, categories: struct<A01-BrokenAccessControl: struct<count: int64, findings: list<item: null>>, A02-CryptographicF (... 635 chars omitted)
child 0, A01-BrokenAccessControl: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 1, A02-CryptographicFailures: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 2, A03-Injection: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 3, A04-InsecureDesign: struct<count: int64, findings: list<item: null>>
child 0, count: int64
child 1, findings: list<item: null>
child 0, item: null
child 4, A05-SecurityMisconfiguration: struct<count: int64, findings: list<item: null>>
...
scanned: int64, lines_of_code: int64, languages: struct<>>
child 0, files_total: int64
child 1, source_files_scanned: int64
child 2, lines_of_code: int64
child 3, languages: struct<>
blocker: string
sbom: struct<bomFormat: string, specVersion: string, serialNumber: string, version: int64, metadata: struc (... 272 chars omitted)
child 0, bomFormat: string
child 1, specVersion: string
child 2, serialNumber: string
child 3, version: int64
child 4, metadata: struct<timestamp: timestamp[s], component: struct<type: string, name: string, version: string, bom-r (... 146 chars omitted)
child 0, timestamp: timestamp[s]
child 1, component: struct<type: string, name: string, version: string, bom-ref: string, purl: string, licenses: list<it (... 41 chars omitted)
child 0, type: string
child 1, name: string
child 2, version: string
child 3, bom-ref: string
child 4, purl: string
child 5, licenses: list<item: struct<license: struct<id: string>>>
child 0, item: struct<license: struct<id: string>>
child 0, license: struct<id: string>
child 0, id: string
child 2, properties: list<item: struct<name: string, value: string>>
child 0, item: struct<name: string, value: string>
child 0, name: string
child 1, value: string
child 5, components: list<item: null>
child 0, item: null
project: string
passed: int64
to
{'schema': Value('string'), 'project': Value('string'), 'source': {'git': {'url': Value('string'), 'head': Value('string'), 'branch': Value('string'), 'sha_verified_from': Value('string'), 'previous_upstream': Value('string')}}, 'metrics': {'files_total': Value('int64'), 'source_files_scanned': Value('int64'), 'lines_of_code': Value('int64'), 'languages': {}}, 'licence': {'spdx': Value('string'), 'class': Value('string'), 'source_file': Value('null'), 'redistribution_allowed': Value('bool')}, 'dependencies': {'count': Value('int64'), 'unique': Value('int64'), 'by_ecosystem': {}, 'list': List(Value('null'))}, 'owasp_top10': {'total_findings': Value('int64'), 'files_with_findings': Value('int64'), 'severity': {'high': Value('int64'), 'medium': Value('int64'), 'low': Value('int64')}, 'categories': {'A01-BrokenAccessControl': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A02-CryptographicFailures': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A03-Injection': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A04-InsecureDesign': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A05-SecurityMisconfiguration': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A06-VulnerableComponents': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A07-AuthFailures': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A08-SoftwareDataIntegrity': {'count': Value('int64'), 'findings': List(Value('null'))}, 'A09-Logg
...
nt64'), 'findings': List(Value('null'))}, 'LLM03-SupplyChain': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM04-DataPoisoning': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM05-ImproperOutputHandling': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM06-ExcessiveAgency': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM07-SystemPromptLeak': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM08-VectorEmbeddingWeaknesses': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM09-Misinformation': {'count': Value('int64'), 'findings': List(Value('null'))}, 'LLM10-UnboundedConsumption': {'count': Value('int64'), 'findings': List(Value('null'))}}}, 'sbom': {'bomFormat': Value('string'), 'specVersion': Value('string'), 'serialNumber': Value('string'), 'version': Value('int64'), 'metadata': {'timestamp': Value('timestamp[s]'), 'component': {'type': Value('string'), 'name': Value('string'), 'version': Value('string'), 'bom-ref': Value('string'), 'purl': Value('string'), 'licenses': List({'license': {'id': Value('string')}})}, 'properties': List({'name': Value('string'), 'value': Value('string')})}, 'components': List(Value('null'))}, 'elapsed_seconds': Value('float64'), 'all_passed': Value('bool'), 'passed': Value('int64'), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'blocker': Value('string'), 'method': Value('string'), 'total': Value('int64'), 'all_passed_note': Value('string')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
OPENCONTRACTORS
A curated list of awesome gov tech and civic tech software and learning resources for government technology and design.
Category: GOVERNMENT · Ecosystem: unknown · Vendored upstream: https://github.com/mallick-prat/awesome-govtech · Pinned commit: 5d20edfdf9e100fb8e2a136004c827a6f8f91e75 · Vendor: Anticloud FZ LLE
Note: this package vendors
https://github.com/mallick-prat/awesome-govtechas the implementation for theOPENCONTRACTORSslot. The vendored repository name differs from the package name; the pin above is the exact commit vendored here.
What This Project Is
A curated list of awesome gov tech and civic tech software and learning resources for government technology and design.
This is the upstream project, vendored at the pinned commit above and packaged offline-first. The 12 improvements Anticloud adds live in anticloud/ and are described under Anticloud Overlay below. Every fact in this file traces to a file in this directory.
Installation
# See the upstream README (linked above) for build steps.
Usage
See the upstream README (linked above) for usage. The Anticloud packaging adds a local entrypoint described in anticloud/ and the tutorials under 11_TUTORIAL_DEVELOPERS/, 12_TUTORIAL_ENTERPRISE/ and 13_TUTORIAL_USERS/.
Anticloud Overlay
The 12 improvements live under anticloud/. Run the check suite from this directory:
python anticloud/bench/runner.py --cwd anticloud
Benchmark Results
The suite is recorded in BENCH.json; no benchmark rows were found in this package.
Licence
The upstream licence is preserved in LICENSE and THIRD_PARTY_LICENSES/. The Anticloud overlay is licensed under Anticommons 0.1.0 (ANTICOMMONS_LICENSE.md).
Verification
SHA3-256 of BENCH.json:
8987d9afe9508c4faf6de7752c9f05a67ce08077ef887fbbfe9ee03ec339c922
Recompute the hash above and compare — any drift means the package has been tampered with and the seal is invalid. This is a self-assessment; no external audit has been performed and a SOC 2 / NIST independent audit is committed post-funding.
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