URL: <https://savannah.gnu.org/task/?16685>
Summary: Submission of relysam
Group: Savannah Administration
Submitter: sanjivkapur
Submitted: Sat 18 Oct 2025 08:54:29 PM UTC
Should Start On: Sat 18 Oct 2025 12:00:00 AM UTC
Should be Finished on: Tue 28 Oct 2025 12:00:00 AM UTC
Category: Group Approval
Priority: 5 - Normal
Status: None
Privacy: Public
Assigned to: None
Open/Closed: Open
Discussion Lock: Any
_______________________________________________________
Follow-up Comments:
-------------------------------------------------------
Date: Sat 18 Oct 2025 08:54:29 PM UTC By: sanjiv <sanjivkapur>
A new group has been registered at Savannah.
This group will remain inactive until a site admin approves
or discards the registration.
= Registration Administration =
Approving or discarding the registration must be done using the specific
[https://savannah.gnu.org/siteadmin/groupedit.php?group_id=12416 Group
administration] page, accessible only to site
administrators logged in as superusers.
= Registration Details =
* Name: *relysam*
* System Name: *relysam*
* Type: Official GNU software
* License: GNU General Public License v3 or later (## Dependencies and
Licenses
### Core Web Framework & API Infrastructure
- fastapi==0.116.1 - MIT License
- starlette==0.47.3 - BSD-3-Clause License
- uvicorn==0.35.0 - BSD-3-Clause License
- gunicorn==23.0.0 - MIT License
- pydantic==2.9.2 - MIT License
- pydantic-core==2.23.4 - MIT License
- pydantic-settings==2.10.1 - MIT License
- python-multipart==0.0.20 - Apache-2.0 License
- h11==0.16.0 - MIT License
- httptools==0.6.4 - MIT License
- uvloop==0.21.0 - MIT/Apache-2.0 License
- watchfiles==1.1.0 - MIT License
- websockets==15.0.1 - BSD-3-Clause License
### HTTP Client & Networking
- httpx==0.28.1 - BSD-3-Clause License
- httpcore==1.0.9 - BSD-3-Clause License
- aiohttp==3.12.15 - Apache-2.0 License
- aiohappyeyeballs==2.6.1 - PSF License
- aiosignal==1.4.0 - Apache-2.0 License
- requests==2.32.5 - Apache-2.0 License
- urllib3==2.5.0 - MIT License
- certifi==2025.8.3 - MPL-2.0 License
- idna==3.10 - BSD-3-Clause License
- charset-normalizer==3.4.3 - MIT License
### Database & ORM
- SQLAlchemy==2.0.43 - MIT License
- alembic==1.16.5 - MIT License
- greenlet==3.2.4 - MIT License
- psycopg2-binary==2.9.10 - LGPL-3.0 License
- Flask-SQLAlchemy==3.1.1 - BSD-3-Clause License
### Authentication & Security
- Authlib==1.6.3 - BSD-3-Clause License
- cryptography==45.0.7 - Apache-2.0/BSD License
- passlib==1.7.4 - BSD-3-Clause License
- python-jose==3.5.0 - MIT License
- bcrypt==4.3.0 - Apache-2.0 License
- pyasn1==0.6.1 - BSD-2-Clause License
- pyasn1-modules==0.4.2 - BSD-2-Clause License
- rsa==4.9.1 - Apache-2.0 License
- cffi==1.17.1 - MIT License
- pycparser==2.22 - BSD-3-Clause License
- ecdsa==0.19.0 - MIT License
### Data Science & Analytics Foundation
- numpy==2.2.6 - BSD-3-Clause License
- pandas==2.3.2 - BSD-3-Clause License
- scipy==1.16.1 - BSD-3-Clause License
- matplotlib==3.10.6 - PSF License
- seaborn==0.13.2 - BSD-3-Clause License
- plotly==6.3.0 - MIT License
- scikit-learn==1.7.1 - BSD-3-Clause License
- pyarrow==21.0.0 - Apache-2.0 License
- contourpy==1.3.3 - BSD-3-Clause License
- cycler==0.12.1 - BSD-3-Clause License
- fonttools==4.59.2 - MIT License
- kiwisolver==1.4.9 - BSD-3-Clause License
### Reliability Engineering Core
- lifelines==0.30.0 - MIT License
- reliability==0.9.0 - LGPL-3.0 License
- autograd==1.8.0 - MIT License
- autograd-gamma==0.5.0 - MIT License
- statsmodels==0.14.5 - BSD-3-Clause License
- patsy==1.0.1 - BSD-2-Clause License
- formulaic==1.2.0 - MIT License
### Machine Learning & AI Frameworks
- torch==2.8.0+cpu - BSD-3-Clause License
- torchaudio==2.8.0+cpu - BSD-2-Clause License
- torchvision==0.23.0+cpu - BSD-3-Clause License
- torchmetrics==1.8.2 - Apache-2.0 License
- keras==3.11.3 - Apache-2.0 License
- tf-keras==2.15.0 - Apache-2.0 License
- transformers==4.56.0 - Apache-2.0 License
- huggingface-hub==0.34.4 - Apache-2.0 License
- sentence-transformers==5.1.0 - Apache-2.0 License
- tokenizers==0.22.0 - Apache-2.0 License
- safetensors==0.6.2 - Apache-2.0 License
- joblib==1.5.2 - BSD-3-Clause License
- xgboost==3.0.4 - Apache-2.0 License
- lightgbm==4.6.0 - MIT License
- threadpoolctl==3.6.0 - BSD-3-Clause License
### Deep Learning Support (TensorFlow Ecosystem)
- astunparse==1.6.3 - BSD-3-Clause License
- gast==0.6.0 - BSD-3-Clause License
- google-pasta==0.2.0 - Apache-2.0 License
- grpcio==1.74.0 - Apache-2.0 License
- libclang==18.1.1 - Apache-2.0 License
- ml-dtypes==0.5.3 - Apache-2.0 License
- opt-einsum==3.4.0 - MIT License
- protobuf==6.32.0 - BSD-3-Clause License
- termcolor==3.1.0 - MIT License
- wrapt==1.17.3 - BSD-2-Clause License
### PyTorch Lightning & MLOps
- lightning==2.5.4 - Apache-2.0 License
- lightning-utilities==0.15.2 - Apache-2.0 License
- pytorch-lightning==2.5.4 - Apache-2.0 License
- mlflow==3.3.2 - Apache-2.0 License
- mlflow-skinny==3.3.2 - Apache-2.0 License
- mlflow-tracing==3.3.2 - Apache-2.0 License
- databricks-sdk==0.65.0 - Apache-2.0 License
- optree==0.17.0 - Apache-2.0 License
### Natural Language Processing
- spacy==3.8.7 - MIT License
- spacy-legacy==3.0.12 - MIT License
- spacy-loggers==1.0.5 - MIT License
- nltk==3.9.1 - Apache-2.0 License
- thinc==8.3.6 - MIT License
- blis==1.3.0 - MIT License
- catalogue==2.0.10 - MIT License
- cloudpathlib==0.22.0 - MIT License
- confection==0.1.5 - MIT License
- cymem==2.0.11 - MIT License
- langcodes==3.5.0 - MIT License
- language-data==1.3.0 - MIT License
- marisa-trie==1.3.1 - MIT License
- murmurhash==1.0.13 - MIT License
- preshed==3.0.10 - MIT License
- srsly==2.5.1 - MIT License
- typer==0.17.3 - MIT License
- wasabi==1.1.3 - MIT License
- weasel==0.4.1 - MIT License
### File Processing & Document Handling
- Jinja2==3.1.6 - BSD-3-Clause License
- MarkupSafe==3.0.2 - BSD-3-Clause License
- et-xmlfile==2.0.0 - MIT License
- lxml==6.0.1 - BSD-3-Clause License
### Configuration & Serialization
- PyYAML==6.0.2 - MIT License
- toml==0.10.2 - MIT License
- tomlkit==0.13.3 - MIT License
- python-dotenv==1.1.1 - BSD-3-Clause License
- attrs==25.3.0 - MIT License
- msgpack==1.1.1 - Apache-2.0 License
- jsonschema==4.25.1 - MIT License
- jsonschema-specifications==2025.4.1 - MIT License
- referencing==0.36.2 - MIT License
- rpds-py==0.27.1 - MIT License
- ruamel.yaml==0.18.15 - MIT License
- ruamel.yaml.clib==0.2.12 - MIT License
### System Utilities & Monitoring
- psutil==7.0.0 - BSD-3-Clause License
- watchdog==6.0.0 - Apache-2.0 License
- APScheduler==3.11.0 - MIT License
- schedule==1.2.2 - MIT License
- opentelemetry-api==1.36.0 - Apache-2.0 License
- opentelemetry-sdk==1.36.0 - Apache-2.0 License
- opentelemetry-semantic-conventions==0.57b0 - Apache-2.0 License
- prometheus-client==0.22.1 - Apache-2.0 License
### Command Line & User Interface
- click==8.2.1 - BSD-3-Clause License
- rich==14.1.0 - MIT License
- tqdm==4.67.1 - MPL-2.0/MIT License
- colorama==0.4.6 - BSD-3-Clause License
- colorlog==6.9.0 - MIT License
- shellingham==1.5.4 - ISC License
- markdown-it-py==4.0.0 - MIT License
- mdurl==0.1.2 - MIT License
- Pygments==2.19.2 - BSD-2-Clause License
### Async & Concurrency Support
- anyio==4.10.0 - MIT License
- trio==0.30.0 - MIT/Apache-2.0 License
- trio-websocket==0.12.2 - MIT License
- websocket-client==1.8.0 - Apache-2.0 License
- wsproto==1.2.0 - MIT License
- sniffio==1.3.1 - MIT/Apache-2.0 License
- outcome==1.3.0.post0 - MIT/Apache-2.0 License
- sortedcontainers==2.4.0 - Apache-2.0 License
### Caching & Performance
- cachetools==5.5.2 - MIT License
- CacheControl==0.14.3 - Apache-2.0 License
- diskcache==5.6.3 - Apache-2.0 License
### Flask Ecosystem
- Flask==3.1.2 - BSD-3-Clause License
- Werkzeug==3.1.3 - BSD-3-Clause License
- itsdangerous==2.2.0 - BSD-3-Clause License
- blinker==1.9.0 - MIT License
### GraphQL Support
- graphene==3.4.3 - MIT License
- graphql-core==3.2.6 - MIT License
- graphql-relay==3.2.0 - MIT License
### Web Scraping & Automation
- beautifulsoup4==4.13.5 - MIT License
- selenium==4.35.0 - Apache-2.0 License
- webdriver-manager==4.0.2 - Apache-2.0 License
- soupsieve==2.8 - MIT License
- PySocks==1.7.1 - BSD-3-Clause License
### Computer Vision
- pillow==11.3.0 - HPND (PIL License)
- opencv-python-headless==4.12.0.88 - Apache-2.0 License
### Scientific Computing
- sympy==1.14.0 - BSD-3-Clause License
- networkx==3.5 - BSD-3-Clause License
- h5py==3.14.0 - BSD-3-Clause License
- mpmath==1.3.0 - BSD-3-Clause License
- cloudpickle==3.1.1 - BSD-3-Clause License
- mplcursors==0.7 - MIT License
### Logging & Structured Logging
- loguru==0.7.3 - MIT License
- structlog==25.4.0 - MIT/Apache-2.0 License
### Deployment & Build Tools
- GitPython==3.1.45 - BSD-3-Clause License
- gitdb==4.0.12 - BSD-3-Clause License
- smmap==5.0.2 - BSD-3-Clause License
- fsspec==2025.9.0 - BSD-3-Clause License
- docker==7.1.0 - Apache-2.0 License
- setuptools==80.9.0 - MIT License
- wheel==0.45.1 - MIT License
- hatchling==1.27.0 - MIT License
- build==1.3.0 - MIT License
- pyproject-hooks==1.2.0 - MIT License
### Package Management & Metadata
- packaging==25.0 - Apache-2.0/BSD-2-Clause License
- platformdirs==4.4.0 - MIT License
- filelock==3.19.1 - Unlicense
- importlib-metadata==8.7.0 - Apache-2.0 License
- typing-extensions==4.14.1 - PSF License
- zipp==3.23.0 - MIT License
- distlib==0.4.0 - PSF License
- trove-classifiers==2025.8.26.11 - Apache-2.0 License
### Regex & Text Processing
- regex==2025.9.1 - Apache-2.0 License
- pyparsing==3.2.3 - MIT License
- six==1.17.0 - MIT License
- defusedxml==0.7.1 - PSF License
### Time & Date Handling
- python-dateutil==2.9.0.post0 - Apache-2.0/BSD License
- pytz==2025.2 - MIT License
- tzdata==2025.2 - Apache-2.0 License
- tzlocal==5.3.1 - MIT License
### Data Formats & Serialization
- marshmallow==4.0.1 - MIT License
- flatbuffers==25.2.10 - Apache-2.0 License
- frozenlist==1.7.0 - Apache-2.0 License
- multidict==6.6.4 - Apache-2.0 License
- propcache==0.3.2 - Apache-2.0 License
- yarl==1.20.1 - Apache-2.0 License
### Additional Utilities
- tenacity==9.1.2 - Apache-2.0 License
- smart-open==7.3.0.post1 - MIT License
- absl-py==2.3.1 - Apache-2.0 License
- annotated-types==0.7.0 - MIT License
- boolean.py==5.0 - BSD-2-Clause License
- cyclonedx-python-lib==9.1.0 - Apache-2.0 License
- dparse==0.6.4 - MIT License
- hf-xet==1.1.9 - Apache-2.0 License
- interface-meta==1.3.0 - MIT License
- license-expression==30.4.0 - Apache-2.0 License
- packageurl-python==0.17.5 - MIT License
- pbr==7.0.1 - Apache-2.0 License
- py-mini-racer==0.6.0 - ISC License
- py-serializable==2.1.0 - Apache-2.0 License
- ripgrep==14.1.0 - MIT License
- sproto==0.1.4 - BSD-3-Clause License
- sqlparse==0.5.3 - BSD-3-Clause License
- stevedore==5.5.0 - Apache-2.0 License
- typing-inspection==0.4.1 - MIT License
- virtualenv==20.34.0 - MIT License
- narwhals==2.3.0 - MIT License
- nodeenv==1.9.1 - BSD-3-Clause License
- cfgv==3.4.0 - MIT License
- identify==2.6.13 - MIT License
### Development Tools
- black==25.1.0 - MIT License
- google-auth==2.40.3 - Apache-2.0 License
- iniconfig==2.1.0 - MIT License
- isort==6.0.1 - MIT License
- Mako==1.3.10 - MIT License
- Markdown==3.8.2 - BSD-3-Clause License
- mypy==1.17.1 - MIT License
- mypy-extensions==1.1.0 - MIT License
- namex==0.1.0 - Apache-2.0 License
- pathspec==0.12.1 - MPL-2.0 License
- pip==25.2 - MIT License
- pip-api==0.0.34 - Apache-2.0 License
- pip-audit==2.9.0 - Apache-2.0 License
- pip-licenses==5.0.0 - MIT License
- pip-requirements-parser==32.0.1 - MIT License
- pluggy==1.6.0 - MIT License
- prettytable==3.16.0 - BSD-3-Clause License
- pytest==8.4.2 - MIT License
- pytest-asyncio==1.1.0 - Apache-2.0 License
- pytest-cov==7.0.0 - MIT License
- pytest-mock==3.15.0 - MIT License
- pytest-timeout==2.4.0 - MIT License
- pytest-xdist==3.8.0 - MIT License
- ruff==0.12.12 - MIT License
- safety==3.6.1 - MIT License
- safety-schemas==0.0.14 - MIT License
- tomli==2.2.1 - MIT License
- wcwidth==0.2.13 - MIT License
- flake8==7.3.0 - MIT License
- pycodestyle==2.14.0 - MIT License
- pyflakes==3.4.0 - MIT License
- mccabe==0.7.0 - MIT License
- bandit==1.8.6 - Apache-2.0 License
- pre-commit==4.3.0 - MIT License
- execnet==2.1.1 - MIT License
- coverage==7.10.6 - Apache-2.0 License
- factory-boy==3.3.3 - MIT License
- Faker==37.6.0 - MIT License
- sentencepiece==0.2.1 - Apache-2.0 License
## Optional Dependencies
### TensorFlow (Optional)
- tensorflow-cpu==2.20.0 - Apache-2.0 License
- tensorboard==2.20.0 - Apache-2.0 License
- tensorboard-data-server==0.7.2 - Apache-2.0 License
)
----
== Description: ==
relysam is a Core Reliability Engineering platform with AI/ML enhancements.
Integrates Reliability engineering and analysis core tools with machine
learning models for comprehensive analysis.
Built on FastAPI with a unified MLOps pipeline, it combines 10 specialized AI
models for reliability engineering.Requires Python 3.12+ with minimum 4GB RAM
(8GB recommended for AI features).Uses SQLite database with 133+ specialized
tables and views for data storage and management. Key technologies include
PyTorch, TensorFlow, scikit-learn, pandas, and numpy for ML/AI
functionality.Features dual-layer architecture with active operations and
archival storage layers.Primarily offline operation with locally-run AI models
and local database storage.Unified MLOps pipeline manages predictive
maintenance, anomaly detection, and performance optimization.Main application
(app/main.py) provides API endpoints for health checks and model
status.Startup script (relysam.sh) performs system validation before
launch.Master database contains tables for users, AI model metrics, and
reliability assessments.Provides DfR maturity assessment with AI-powered
recommendations. Features 10 AI/ML models with 95+ % accuracy metrics.
It is intended to be distributed under GNU GPL v3 license for free software
compliance.Includes automated GPL compliance checking and comprehensive
monitoring capabilities. Includes pre-commit hooks and automated compliance
scripts for GPL requirements.
Built for GNU/Linux systems with maximum offline operation capability. ai
models updates, real time features of tools, licenses downloads etc will need
online presence. Supports varied industries, but can be customized for user
specific industries: aerospace, automotive, electronics, medical devices,
energy, manufacturing, telecommunications.Designed for both industrial and
research environments.
== Other Software Required: ==
## Dependencies and Licenses
### Core Web Framework & API Infrastructure
- fastapi==0.116.1 - MIT License
- starlette==0.47.3 - BSD-3-Clause License
- uvicorn==0.35.0 - BSD-3-Clause License
- gunicorn==23.0.0 - MIT License
- pydantic==2.9.2 - MIT License
- pydantic-core==2.23.4 - MIT License
- pydantic-settings==2.10.1 - MIT License
- python-multipart==0.0.20 - Apache-2.0 License
- h11==0.16.0 - MIT License
- httptools==0.6.4 - MIT License
- uvloop==0.21.0 - MIT/Apache-2.0 License
- watchfiles==1.1.0 - MIT License
- websockets==15.0.1 - BSD-3-Clause License
### HTTP Client & Networking
- httpx==0.28.1 - BSD-3-Clause License
- httpcore==1.0.9 - BSD-3-Clause License
- aiohttp==3.12.15 - Apache-2.0 License
- aiohappyeyeballs==2.6.1 - PSF License
- aiosignal==1.4.0 - Apache-2.0 License
- requests==2.32.5 - Apache-2.0 License
- urllib3==2.5.0 - MIT License
- certifi==2025.8.3 - MPL-2.0 License
- idna==3.10 - BSD-3-Clause License
- charset-normalizer==3.4.3 - MIT License
### Database & ORM
- SQLAlchemy==2.0.43 - MIT License
- alembic==1.16.5 - MIT License
- greenlet==3.2.4 - MIT License
- psycopg2-binary==2.9.10 - LGPL-3.0 License
- Flask-SQLAlchemy==3.1.1 - BSD-3-Clause License
### Authentication & Security
- Authlib==1.6.3 - BSD-3-Clause License
- cryptography==45.0.7 - Apache-2.0/BSD License
- passlib==1.7.4 - BSD-3-Clause License
- python-jose==3.5.0 - MIT License
- bcrypt==4.3.0 - Apache-2.0 License
- pyasn1==0.6.1 - BSD-2-Clause License
- pyasn1-modules==0.4.2 - BSD-2-Clause License
- rsa==4.9.1 - Apache-2.0 License
- cffi==1.17.1 - MIT License
- pycparser==2.22 - BSD-3-Clause License
- ecdsa==0.19.0 - MIT License
### Data Science & Analytics Foundation
- numpy==2.2.6 - BSD-3-Clause License
- pandas==2.3.2 - BSD-3-Clause License
- scipy==1.16.1 - BSD-3-Clause License
- matplotlib==3.10.6 - PSF License
- seaborn==0.13.2 - BSD-3-Clause License
- plotly==6.3.0 - MIT License
- scikit-learn==1.7.1 - BSD-3-Clause License
- pyarrow==21.0.0 - Apache-2.0 License
- contourpy==1.3.3 - BSD-3-Clause License
- cycler==0.12.1 - BSD-3-Clause License
- fonttools==4.59.2 - MIT License
- kiwisolver==1.4.9 - BSD-3-Clause License
### Reliability Engineering Core
- lifelines==0.30.0 - MIT License
- reliability==0.9.0 - LGPL-3.0 License
- autograd==1.8.0 - MIT License
- autograd-gamma==0.5.0 - MIT License
- statsmodels==0.14.5 - BSD-3-Clause License
- patsy==1.0.1 - BSD-2-Clause License
- formulaic==1.2.0 - MIT License
### Machine Learning & AI Frameworks
- torch==2.8.0+cpu - BSD-3-Clause License
- torchaudio==2.8.0+cpu - BSD-2-Clause License
- torchvision==0.23.0+cpu - BSD-3-Clause License
- torchmetrics==1.8.2 - Apache-2.0 License
- keras==3.11.3 - Apache-2.0 License
- tf-keras==2.15.0 - Apache-2.0 License
- transformers==4.56.0 - Apache-2.0 License
- huggingface-hub==0.34.4 - Apache-2.0 License
- sentence-transformers==5.1.0 - Apache-2.0 License
- tokenizers==0.22.0 - Apache-2.0 License
- safetensors==0.6.2 - Apache-2.0 License
- joblib==1.5.2 - BSD-3-Clause License
- xgboost==3.0.4 - Apache-2.0 License
- lightgbm==4.6.0 - MIT License
- threadpoolctl==3.6.0 - BSD-3-Clause License
### Deep Learning Support (TensorFlow Ecosystem)
- astunparse==1.6.3 - BSD-3-Clause License
- gast==0.6.0 - BSD-3-Clause License
- google-pasta==0.2.0 - Apache-2.0 License
- grpcio==1.74.0 - Apache-2.0 License
- libclang==18.1.1 - Apache-2.0 License
- ml-dtypes==0.5.3 - Apache-2.0 License
- opt-einsum==3.4.0 - MIT License
- protobuf==6.32.0 - BSD-3-Clause License
- termcolor==3.1.0 - MIT License
- wrapt==1.17.3 - BSD-2-Clause License
### PyTorch Lightning & MLOps
- lightning==2.5.4 - Apache-2.0 License
- lightning-utilities==0.15.2 - Apache-2.0 License
- pytorch-lightning==2.5.4 - Apache-2.0 License
- mlflow==3.3.2 - Apache-2.0 License
- mlflow-skinny==3.3.2 - Apache-2.0 License
- mlflow-tracing==3.3.2 - Apache-2.0 License
- databricks-sdk==0.65.0 - Apache-2.0 License
- optree==0.17.0 - Apache-2.0 License
### Natural Language Processing
- spacy==3.8.7 - MIT License
- spacy-legacy==3.0.12 - MIT License
- spacy-loggers==1.0.5 - MIT License
- nltk==3.9.1 - Apache-2.0 License
- thinc==8.3.6 - MIT License
- blis==1.3.0 - MIT License
- catalogue==2.0.10 - MIT License
- cloudpathlib==0.22.0 - MIT License
- confection==0.1.5 - MIT License
- cymem==2.0.11 - MIT License
- langcodes==3.5.0 - MIT License
- language-data==1.3.0 - MIT License
- marisa-trie==1.3.1 - MIT License
- murmurhash==1.0.13 - MIT License
- preshed==3.0.10 - MIT License
- srsly==2.5.1 - MIT License
- typer==0.17.3 - MIT License
- wasabi==1.1.3 - MIT License
- weasel==0.4.1 - MIT License
### File Processing & Document Handling
- Jinja2==3.1.6 - BSD-3-Clause License
- MarkupSafe==3.0.2 - BSD-3-Clause License
- et-xmlfile==2.0.0 - MIT License
- lxml==6.0.1 - BSD-3-Clause License
### Configuration & Serialization
- PyYAML==6.0.2 - MIT License
- toml==0.10.2 - MIT License
- tomlkit==0.13.3 - MIT License
- python-dotenv==1.1.1 - BSD-3-Clause License
- attrs==25.3.0 - MIT License
- msgpack==1.1.1 - Apache-2.0 License
- jsonschema==4.25.1 - MIT License
- jsonschema-specifications==2025.4.1 - MIT License
- referencing==0.36.2 - MIT License
- rpds-py==0.27.1 - MIT License
- ruamel.yaml==0.18.15 - MIT License
- ruamel.yaml.clib==0.2.12 - MIT License
### System Utilities & Monitoring
- psutil==7.0.0 - BSD-3-Clause License
- watchdog==6.0.0 - Apache-2.0 License
- APScheduler==3.11.0 - MIT License
- schedule==1.2.2 - MIT License
- opentelemetry-api==1.36.0 - Apache-2.0 License
- opentelemetry-sdk==1.36.0 - Apache-2.0 License
- opentelemetry-semantic-conventions==0.57b0 - Apache-2.0 License
- prometheus-client==0.22.1 - Apache-2.0 License
### Command Line & User Interface
- click==8.2.1 - BSD-3-Clause License
- rich==14.1.0 - MIT License
- tqdm==4.67.1 - MPL-2.0/MIT License
- colorama==0.4.6 - BSD-3-Clause License
- colorlog==6.9.0 - MIT License
- shellingham==1.5.4 - ISC License
- markdown-it-py==4.0.0 - MIT License
- mdurl==0.1.2 - MIT License
- Pygments==2.19.2 - BSD-2-Clause License
### Async & Concurrency Support
- anyio==4.10.0 - MIT License
- trio==0.30.0 - MIT/Apache-2.0 License
- trio-websocket==0.12.2 - MIT License
- websocket-client==1.8.0 - Apache-2.0 License
- wsproto==1.2.0 - MIT License
- sniffio==1.3.1 - MIT/Apache-2.0 License
- outcome==1.3.0.post0 - MIT/Apache-2.0 License
- sortedcontainers==2.4.0 - Apache-2.0 License
### Caching & Performance
- cachetools==5.5.2 - MIT License
- CacheControl==0.14.3 - Apache-2.0 License
- diskcache==5.6.3 - Apache-2.0 License
### Flask Ecosystem
- Flask==3.1.2 - BSD-3-Clause License
- Werkzeug==3.1.3 - BSD-3-Clause License
- itsdangerous==2.2.0 - BSD-3-Clause License
- blinker==1.9.0 - MIT License
### GraphQL Support
- graphene==3.4.3 - MIT License
- graphql-core==3.2.6 - MIT License
- graphql-relay==3.2.0 - MIT License
### Web Scraping & Automation
- beautifulsoup4==4.13.5 - MIT License
- selenium==4.35.0 - Apache-2.0 License
- webdriver-manager==4.0.2 - Apache-2.0 License
- soupsieve==2.8 - MIT License
- PySocks==1.7.1 - BSD-3-Clause License
### Computer Vision
- pillow==11.3.0 - HPND (PIL License)
- opencv-python-headless==4.12.0.88 - Apache-2.0 License
### Scientific Computing
- sympy==1.14.0 - BSD-3-Clause License
- networkx==3.5 - BSD-3-Clause License
- h5py==3.14.0 - BSD-3-Clause License
- mpmath==1.3.0 - BSD-3-Clause License
- cloudpickle==3.1.1 - BSD-3-Clause License
- mplcursors==0.7 - MIT License
### Logging & Structured Logging
- loguru==0.7.3 - MIT License
- structlog==25.4.0 - MIT/Apache-2.0 License
### Deployment & Build Tools
- GitPython==3.1.45 - BSD-3-Clause License
- gitdb==4.0.12 - BSD-3-Clause License
- smmap==5.0.2 - BSD-3-Clause License
- fsspec==2025.9.0 - BSD-3-Clause License
- docker==7.1.0 - Apache-2.0 License
- setuptools==80.9.0 - MIT License
- wheel==0.45.1 - MIT License
- hatchling==1.27.0 - MIT License
- build==1.3.0 - MIT License
- pyproject-hooks==1.2.0 - MIT License
### Package Management & Metadata
- packaging==25.0 - Apache-2.0/BSD-2-Clause License
- platformdirs==4.4.0 - MIT License
- filelock==3.19.1 - Unlicense
- importlib-metadata==8.7.0 - Apache-2.0 License
- typing-extensions==4.14.1 - PSF License
- zipp==3.23.0 - MIT License
- distlib==0.4.0 - PSF License
- trove-classifiers==2025.8.26.11 - Apache-2.0 License
### Regex & Text Processing
- regex==2025.9.1 - Apache-2.0 License
- pyparsing==3.2.3 - MIT License
- six==1.17.0 - MIT License
- defusedxml==0.7.1 - PSF License
### Time & Date Handling
- python-dateutil==2.9.0.post0 - Apache-2.0/BSD License
- pytz==2025.2 - MIT License
- tzdata==2025.2 - Apache-2.0 License
- tzlocal==5.3.1 - MIT License
### Data Formats & Serialization
- marshmallow==4.0.1 - MIT License
- flatbuffers==25.2.10 - Apache-2.0 License
- frozenlist==1.7.0 - Apache-2.0 License
- multidict==6.6.4 - Apache-2.0 License
- propcache==0.3.2 - Apache-2.0 License
- yarl==1.20.1 - Apache-2.0 License
### Additional Utilities
- tenacity==9.1.2 - Apache-2.0 License
- smart-open==7.3.0.post1 - MIT License
- absl-py==2.3.1 - Apache-2.0 License
- annotated-types==0.7.0 - MIT License
- boolean.py==5.0 - BSD-2-Clause License
- cyclonedx-python-lib==9.1.0 - Apache-2.0 License
- dparse==0.6.4 - MIT License
- hf-xet==1.1.9 - Apache-2.0 License
- interface-meta==1.3.0 - MIT License
- license-expression==30.4.0 - Apache-2.0 License
- packageurl-python==0.17.5 - MIT License
- pbr==7.0.1 - Apache-2.0 License
- py-mini-racer==0.6.0 - ISC License
- py-serializable==2.1.0 - Apache-2.0 License
- ripgrep==14.1.0 - MIT License
- sproto==0.1.4 - BSD-3-Clause License
- sqlparse==0.5.3 - BSD-3-Clause License
- stevedore==5.5.0 - Apache-2.0 License
- typing-inspection==0.4.1 - MIT License
- virtualenv==20.34.0 - MIT License
- narwhals==2.3.0 - MIT License
- nodeenv==1.9.1 - BSD-3-Clause License
- cfgv==3.4.0 - MIT License
- identify==2.6.13 - MIT License
### Development Tools
- black==25.1.0 - MIT License
- google-auth==2.40.3 - Apache-2.0 License
- iniconfig==2.1.0 - MIT License
- isort==6.0.1 - MIT License
- Mako==1.3.10 - MIT License
- Markdown==3.8.2 - BSD-3-Clause License
- mypy==1.17.1 - MIT License
- mypy-extensions==1.1.0 - MIT License
- namex==0.1.0 - Apache-2.0 License
- pathspec==0.12.1 - MPL-2.0 License
- pip==25.2 - MIT License
- pip-api==0.0.34 - Apache-2.0 License
- pip-audit==2.9.0 - Apache-2.0 License
- pip-licenses==5.0.0 - MIT License
- pip-requirements-parser==32.0.1 - MIT License
- pluggy==1.6.0 - MIT License
- prettytable==3.16.0 - BSD-3-Clause License
- pytest==8.4.2 - MIT License
- pytest-asyncio==1.1.0 - Apache-2.0 License
- pytest-cov==7.0.0 - MIT License
- pytest-mock==3.15.0 - MIT License
- pytest-timeout==2.4.0 - MIT License
- pytest-xdist==3.8.0 - MIT License
- ruff==0.12.12 - MIT License
- safety==3.6.1 - MIT License
- safety-schemas==0.0.14 - MIT License
- tomli==2.2.1 - MIT License
- wcwidth==0.2.13 - MIT License
- flake8==7.3.0 - MIT License
- pycodestyle==2.14.0 - MIT License
- pyflakes==3.4.0 - MIT License
- mccabe==0.7.0 - MIT License
- bandit==1.8.6 - Apache-2.0 License
- pre-commit==4.3.0 - MIT License
- execnet==2.1.1 - MIT License
- coverage==7.10.6 - Apache-2.0 License
- factory-boy==3.3.3 - MIT License
- Faker==37.6.0 - MIT License
- sentencepiece==0.2.1 - Apache-2.0 License
## Optional Dependencies
### TensorFlow (Optional)
- tensorflow-cpu==2.20.0 - Apache-2.0 License
- tensorboard==2.20.0 - Apache-2.0 License
- tensorboard-data-server==0.7.2 - Apache-2.0 License
== Other Comments: ==
1. Complete source code: Contains the full relysam application source
2. Database schema: Includes schema.sql and seed_data.sql as plain text SQL
files
3. Model training scripts: Contains train_models.py to regenerate .joblib
files from source
4. Installation scripts: Includes install.sh and start.sh
5. Documentation: Complete manuals, installation guides, and compliance
documentation
6. FSF/GPL compliance: No binary files, only source code and plain text
resources
--
License Compatibility Statement
All dependencies listed above have been verified to be compatible with the GNU
General Public License v3 (GPL-3.0) or later. This includes:
- Permissive licenses (MIT, BSD, Apache-2.0, etc.) which are GPL-compatible
- LGPL-3.0 licensed components which can be linked to GPL-3.0 code
- Other GPL-compatible licenses
The relysam project maintains 100% GPL v3 compliance with all dependencies.
## Total Package Count
- Total dependencies: 274 packages
- GPL-compatible: 274/274 (100%)
- No proprietary or non-free software dependencies
--
1. Project description: "relysam is a Core Reliability Engineering platform
with AI/ML enhancements"
2. Development status: Active development (version 0.1.0)
3. Intended audience: Reliability engineers, maintenance professionals,
AI/ML researchers
4. Programming language: Python
5. Prepared for GNU General Public License v3.0 or later
6. Compliance verification: Confirm that the distribution includes only
source code and excludes any proprietary formats or binary files
== Tarball URL: ==
URL:
https://savannah.gnu.org/submissions_uploads/relysam_v0.1.0_20251019_020024.tar.gz
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