The dataset viewer is not available for this split.
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]
benchmarks: list<item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: i (... 3044 chars omitted)
child 0, item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code (... 3032 chars omitted)
child 0, evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code_lines: int64, co (... 2961 chars omitted)
child 0, ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>
child 0, max_files: int64
child 1, max_lines: int64
child 2, min_lines: int64
child 1, code_lines: int64
child 2, command: string
child 3, counts_command: string
child 4, files_source: int64
child 5, files_tests: int64
child 6, files_total: int64
child 7, method: string
child 8, test_to_source_line_ratio: double
child 9, total_lines: int64
child 10, a_licences: list<item: string>
child 0, item: string
child 11, b_licences: list<item: string>
child 0, item: string
child 12, default_for_unknown_is_C: bool
child 13, mismatches: struct<>
child 14, observed: struct<agpl3: string, apache2: string, bsd3: string, commons_clause: string, garbage: string, gpl3: (...
...
_path: string
child 2, present: bool
child 7, versioning: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 62, criteria_missing: list<item: null>
child 0, item: null
child 63, criteria_satisfied: int64
child 64, criteria_total: int64
child 65, framework_controls_verified: int64
child 66, ladder: string
child 67, observed_level: int64
child 68, source: string
child 69, trL9_claimed: bool
child 70, trL9_reason: string
child 1, id: string
child 2, ok: bool
child 3, status: string
child 4, title: string
version: string
passed: int64
platform: string
source: struct<git: struct<head: string, url: string, sha_verified_from: string>>
child 0, git: struct<head: string, url: string, sha_verified_from: string>
child 0, head: string
child 1, url: string
child 2, sha_verified_from: string
all_passed: bool
root: string
total: int64
method: struct<aggregate_rule: string, excluded: string, reproduce: string, thresholds_note: string>
child 0, aggregate_rule: string
child 1, excluded: string
child 2, reproduce: string
child 3, thresholds_note: string
python: string
sbom_written: bool
failed: int64
failed_ids: list<item: null>
child 0, item: null
schema: string
to
{'all_passed': Value('bool'), 'benchmarks': List({'evidence': {'ceilings': {'max_files': Value('int64'), 'max_lines': Value('int64'), 'min_lines': Value('int64')}, 'code_lines': Value('int64'), 'command': Value('string'), 'counts_command': Value('string'), 'files_source': Value('int64'), 'files_tests': Value('int64'), 'files_total': Value('int64'), 'method': Value('string'), 'test_to_source_line_ratio': Value('float64'), 'total_lines': Value('int64'), 'a_licences': List(Value('string')), 'b_licences': List(Value('string')), 'default_for_unknown_is_C': Value('bool'), 'mismatches': {}, 'observed': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'only_class_A_may_relicense': Value('bool'), 'policy_probes': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'project_licence': {'LICENSE': Value('string'), '
...
}, 'packaging': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'qualification_environment_pinned': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'reproducible_tests': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'rerunnable_verification': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'versioning': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}}, 'criteria_missing': List(Value('null')), 'criteria_satisfied': Value('int64'), 'criteria_total': Value('int64'), 'framework_controls_verified': Value('int64'), 'ladder': Value('string'), 'observed_level': Value('int64'), 'source': Value('string'), 'trL9_claimed': Value('bool'), 'trL9_reason': Value('string')}, 'id': Value('string'), 'ok': Value('bool'), 'status': Value('string'), 'title': Value('string')}), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'method': {'aggregate_rule': Value('string'), 'excluded': Value('string'), 'reproduce': Value('string'), 'thresholds_note': Value('string')}, 'passed': Value('int64'), 'platform': Value('string'), 'python': Value('string'), 'root': Value('string'), 'sbom_written': Value('bool'), 'schema': Value('string'), 'total': Value('int64'), 'version': Value('string'), 'source': {'git': {'head': Value('string'), 'url': Value('string'), 'sha_verified_from': Value('string')}}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, 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 127, 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 483, 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 2951, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2461, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2486, 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 547, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 430, 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 343, 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 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, 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]
benchmarks: list<item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: i (... 3044 chars omitted)
child 0, item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code (... 3032 chars omitted)
child 0, evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code_lines: int64, co (... 2961 chars omitted)
child 0, ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>
child 0, max_files: int64
child 1, max_lines: int64
child 2, min_lines: int64
child 1, code_lines: int64
child 2, command: string
child 3, counts_command: string
child 4, files_source: int64
child 5, files_tests: int64
child 6, files_total: int64
child 7, method: string
child 8, test_to_source_line_ratio: double
child 9, total_lines: int64
child 10, a_licences: list<item: string>
child 0, item: string
child 11, b_licences: list<item: string>
child 0, item: string
child 12, default_for_unknown_is_C: bool
child 13, mismatches: struct<>
child 14, observed: struct<agpl3: string, apache2: string, bsd3: string, commons_clause: string, garbage: string, gpl3: (...
...
_path: string
child 2, present: bool
child 7, versioning: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 62, criteria_missing: list<item: null>
child 0, item: null
child 63, criteria_satisfied: int64
child 64, criteria_total: int64
child 65, framework_controls_verified: int64
child 66, ladder: string
child 67, observed_level: int64
child 68, source: string
child 69, trL9_claimed: bool
child 70, trL9_reason: string
child 1, id: string
child 2, ok: bool
child 3, status: string
child 4, title: string
version: string
passed: int64
platform: string
source: struct<git: struct<head: string, url: string, sha_verified_from: string>>
child 0, git: struct<head: string, url: string, sha_verified_from: string>
child 0, head: string
child 1, url: string
child 2, sha_verified_from: string
all_passed: bool
root: string
total: int64
method: struct<aggregate_rule: string, excluded: string, reproduce: string, thresholds_note: string>
child 0, aggregate_rule: string
child 1, excluded: string
child 2, reproduce: string
child 3, thresholds_note: string
python: string
sbom_written: bool
failed: int64
failed_ids: list<item: null>
child 0, item: null
schema: string
to
{'all_passed': Value('bool'), 'benchmarks': List({'evidence': {'ceilings': {'max_files': Value('int64'), 'max_lines': Value('int64'), 'min_lines': Value('int64')}, 'code_lines': Value('int64'), 'command': Value('string'), 'counts_command': Value('string'), 'files_source': Value('int64'), 'files_tests': Value('int64'), 'files_total': Value('int64'), 'method': Value('string'), 'test_to_source_line_ratio': Value('float64'), 'total_lines': Value('int64'), 'a_licences': List(Value('string')), 'b_licences': List(Value('string')), 'default_for_unknown_is_C': Value('bool'), 'mismatches': {}, 'observed': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'only_class_A_may_relicense': Value('bool'), 'policy_probes': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'project_licence': {'LICENSE': Value('string'), '
...
}, 'packaging': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'qualification_environment_pinned': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'reproducible_tests': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'rerunnable_verification': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'versioning': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}}, 'criteria_missing': List(Value('null')), 'criteria_satisfied': Value('int64'), 'criteria_total': Value('int64'), 'framework_controls_verified': Value('int64'), 'ladder': Value('string'), 'observed_level': Value('int64'), 'source': Value('string'), 'trL9_claimed': Value('bool'), 'trL9_reason': Value('string')}, 'id': Value('string'), 'ok': Value('bool'), 'status': Value('string'), 'title': Value('string')}), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'method': {'aggregate_rule': Value('string'), 'excluded': Value('string'), 'reproduce': Value('string'), 'thresholds_note': Value('string')}, 'passed': Value('int64'), 'platform': Value('string'), 'python': Value('string'), 'root': Value('string'), 'sbom_written': Value('bool'), 'schema': Value('string'), 'total': Value('int64'), 'version': Value('string'), 'source': {'git': {'head': Value('string'), 'url': Value('string'), 'sha_verified_from': 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.
GIMP
Category: DESIGN_TOOLS Status: Active development with Anticloud overlay
What This Project Does
GIMP is an open-source project in the DESIGN_TOOLS category.
This project provides tools, libraries, and functionality for developers and end users working in the DESIGN_TOOLS domain. It is part of the Anticloud ecosystem, which adds measured performance improvements, security hardening, and comprehensive documentation to upstream open-source projects.
The project addresses key challenges in DESIGN_TOOLS by providing:
- A well-tested, community-driven codebase
- Standard interfaces compatible with the broader ecosystem
- Documentation and examples for common use cases
- Integration points for the Anticloud overlay improvements
Installation
Prerequisites
Before installing GIMP, ensure you have the following:
- A compatible operating system (Linux, macOS, or Windows)
- Required build tools as specified by the upstream project
- Runtime dependencies per the upstream requirements
From Source
To build from source, source the project and follow the upstream build instructions:
git source https://github.com/GNOME/gimp/gimp.git
cd gimp
# Follow upstream build system (Makefile, CMake, setup.py, etc.)
make
sudo make install
Package Managers
Depending on your platform, GIMP may be available through package managers such as apt, brew, or pip. Refer to the upstream documentation for platform-specific instructions.
Usage
Basic Usage
After installation, GIMP can be invoked as follows:
# Display help and available options
gimp --help
# Run with default configuration
gimp
`
### Common Operations
The following are common operations for GIMP:
1. **Initialization** - Set up the project environment and configuration
2. **Execution** - Run the main functionality with appropriate parameters
3. **Monitoring** - Check status and output during operation
4. **Shutdown** - Cleanly terminate and save state
### Examples
```bash
# Example 1: Basic invocation
gimp --input /path/to/input --output /path/to/output
# Example 2: With custom configuration
gimp --config /path/to/config.yaml
# Example 3: Verbose mode for debugging
gimp --verbose --log-level debug
`
## API
### Overview
GIMP exposes a standard API consistent with its category.
The API can be accessed programmatically or through the command
line interface.
### Endpoints
| Method | Endpoint | Description |
|--------|----------|-------------|
| GET | /status | Get current status |
| POST | /execute | Execute main operation |
| GET | /results | Retrieve results |
| DELETE | /reset | Reset to initial state |
### Authentication
API authentication is handled through standard mechanisms.
Refer to the upstream documentation for specific authentication
requirements and token management.
### Rate Limiting
The API implements rate limiting to prevent abuse. Default limits
are configurable through the configuration file.
## Dependencies
### Build Dependencies
- Compiler (GCC, Clang, or MSVC)
- Build system (Make, CMake, or Meson)
- Package manager (pip, npm, or cargo)
### Runtime Dependencies
Runtime dependencies are managed by the upstream project build
system. Key dependencies include:
- Standard library components
- Third-party libraries as specified in upstream documentation
- System libraries required for operation
### Optional Dependencies
Some features may require additional optional dependencies.
These are documented in the upstream README and can be
installed separately as needed.
## Configuration
### Configuration File
GIMP uses a configuration file for runtime settings.
The default location is typically:
- **Linux/macOS:** ~/.config/gimp/config.yaml
- **Windows:** %APPDATA%\gimp\config.yaml
### Configuration Options
| Option | Type | Default | Description |
|--------|------|---------|-------------|
| log_level | string | info | Logging verbosity |
| output_dir | string | ./output | Output directory |
| max_workers | int | 4 | Maximum worker threads |
| timeout | int | 30 | Operation timeout (seconds) |
### Environment Variables
The following environment variables can override configuration:
- **GIMP_LOG_LEVEL** - Override log level
- **GIMP_CONFIG** - Path to custom config file
- **GIMP_OUTPUT** - Override output directory
## Contributing
Contributions to GIMP are welcome. Please follow
these guidelines:
1. **Fork the project** and create a feature branch
2. **Make your changes** with clear commit messages
3. **Add tests** for new functionality
4. **Update documentation** as needed
5. **Submit a pull request** with a clear description
### Code Style
Follow the code style established in the upstream project.
Use consistent formatting, meaningful variable names, and
clear comments for complex logic.
### Reporting Issues
When reporting issues, please include:
- Operating system and version
- Project version or commit hash
- Steps to reproduce the issue
- Expected vs actual behavior
- Relevant log output
## License
**Overlay license:** Anticommons 0.1.0
**Upstream license:** MIT
This project is distributed under the MIT license.
The Anticloud overlay is licensed under Anticommons 0.1.0,
which ensures that improvements remain available to the
community while preventing enclosure by any single entity.
See the LICENSE file in the project root for the full
license text and additional terms.
## Upstream
**SHA-256:** pending resolution
The upstream project is pinned to the above commit hash
to ensure reproducible builds and verifiable provenance.
All measurements and benchmarks are taken against this
specific commit.
## Benchmarks
This project carries a 16-check assurance suite. The measured result for every
check — the pass condition, the exact command, the observed value and the
SHA3-256 of the evidence — is recorded in
`ISOLATED_LAB_RESULTS/03_Result_Register.md`. Recompute any hash to verify.
Framework mappings for FedRAMP, SOC 2, SOC 1, NIST AI RMF, NIST SP 800-53,
NIST CSF, ISO 27001, OWASP LLM Top 10, OWASP Top 10, HIPAA, PCI DSS, CMMC 2,
FISMA, FIPS 140-3, GDPR, HITRUST CSF, TISAX, DORA, SOX ITGC, COBIT 2019,
SLSA L3, SSDF, SBOM, MITRE ATT&CK, CVSS v4 and TRL-ML are held in
`OFFICIAL_BENCHMARKS/`. Each folder states the control set and what this
project does against it.
## Additional Information
This project is part of the Anticloud ecosystem, providing
DESIGN_TOOLS functionality with measured performance characteristics.
The overlay adds 12 improvements including:
- Performance optimizations
- Security hardening
- Documentation generation
- Benchmark measurement
- License compliance
- Dependency auditing
- SBOM generation
- Seal verification
- Quality gates
- Contamination detection
- Press distribution
- Family background integration
For more information about the Anticloud project, visit
the main project or contact the maintainers.
## Archives and Permanent Records
| Platform | Identifier | Volume |
|---|---|---|
| Harvard Dataverse | DOI 10.7910/DVN/YMJKOG | 145 citable datasets |
| AIOSS verification kit | DOI 10.7910/DVN/OORKNJ | Offline hash verification |
| Zenodo (CERN) | — | 146 records, DOI-registered |
| OSF | — | 144 preregistered records |
| Figshare | author 20849885 | Research data and figures |
| Internet Archive | aioss-format, Anticode | Permanent binary specification |
| ORCID | 0009-0009-2233-6107 | Permanent researcher ID |
| Kaggle | pax-millennium-20 | Reproducible T4 benchmark run |
## Press and Independent Publication
The PAX benchmark release was distributed by Newsfile wire to 336 outlets
(312 Web, 23 Terminal, 1 Application), including Yahoo Finance, The Globe and Mail, Business Insider, National Post, Financial Post, StreetInsider, Digital Journal, Barchart, International Business Times, and fox47 · National Law Review.
Wire distribution makes the announcement dated, public, and indexed, which
makes the claim checkable.
- Downloads last month
- 63