taskSavannah Administration - Tasks: task #16690, Submission of relysam

 
 

task #16690: Submission of relysam

Submitter:  - <_401308>
Submitted:  Sun 26 Oct 2025 07:53:31 PM UTC
   
 
Should Start On:  Sun 26 Oct 2025 12:00:00 AM UTC Should be Finished on:  Wed 05 Nov 2025 12:00:00 AM UTC
Category:  Group Approval Priority:  * 5 - Normal
Status:  Cancelled Privacy:  Public
Assigned to:  ineiev Open/Closed:  Closed
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Mon 27 Oct 2025 05:52:11 AM UTC, comment #1: 

Duplicate (task #16685)

Ineiev <ineiev>
Site Administrator
Sun 26 Oct 2025 07:53:31 PM UTC, original submission:  

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
Group administration page, accessible only to site
administrators logged in as superusers.

Registration Details


  • Name: relysam
  • System Name:  relysam4nongnu
  • Type: non-GNU software and documentation
  • License: GNU General Public License v3 or later (1. GNU GENERAL PUBLIC LICENSE, Version 3, 29 June 2007. Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>

 

2.GNU Free Documentation License, Version 1.3, 3 November 2008, Copyright (C) 2000, 2001, 2002, 2007, 2008 Free Software Foundation, Inc. <https://fsf.org/>)




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](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /tiangolo/fastapi)
- *starlette==0.47.3* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /encode/starlette)
- *uvicorn==0.35.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... /encode/uvicorn)
- *gunicorn==23.0.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /benoitc/gunicorn)
- *pydantic==2.9.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... pydantic/pydantic)
- *pydantic-core==2.23.4* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... tic/pydantic-core)
- *pydantic-settings==2.10.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... pydantic-settings)
- *python-multipart==0.0.20* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /python-multipart)
- *h11==0.16.0* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... /python-hyper/h11)
- *httptools==0.6.4* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... icStack/httptools)
- *uvloop==0.21.0* - [MIT/Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... MagicStack/uvloop)
- *watchfiles==1.1.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... colvin/watchfiles)
- *websockets==15.0.1* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ockets/websockets)

### HTTP Client & Networking
- *httpx==0.28.1* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github ... m/encode/httpx)
- *httpcore==1.0.9* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/encode/httpcore)
- *aiohttp==3.12.15* - [Apache-2.0 License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... /aio-libs/aiohttp)
- *aiohappyeyeballs==2.6.1* - [PSF License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... /aiohappyeyeballs)
- *aiosignal==1.4.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... io-libs/aiosignal)
- *requests==2.32.5* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/psf/requests)
- *urllib3==2.5.0* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... m/urllib3/urllib3)
- *certifi==2025.8.3* - [MPL-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... fi/python-certifi)
- *idna==3.10* - [BSD-3-Clause License](https://github.co ... master/LICENSE.md) - [Website](https://gith ... com/kjd/idna)
- *charset-normalizer==3.4.3* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... harset_normalizer)

### Database & ORM
- *SQLAlchemy==2.0.43* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... lchemy/sqlalchemy)
- *alembic==1.16.5* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... qlalchemy/alembic)
- *greenlet==3.2.4* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... greenlet/greenlet)
- *psycopg2-binary==2.9.10* - [LGPL-3.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /psycopg/psycopg2)
- *Flask-SQLAlchemy==3.1.1* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... /flask-sqlalchemy)

### Authentication & Security
- *Authlib==1.6.3* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/lepture/authlib)
- *cryptography==45.0.7* - [Apache-2.0/BSD-3-Clause License](https://github.co ... /main/LICENSE.BSD) - [Website](https://github.co ... pyca/cryptography)
- *passlib==1.7.4* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github ... m/pypa/passlib)
- *python-jose==3.5.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... davis/python-jose)
- *bcrypt==4.3.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/pyca/bcrypt)
- *pyasn1==0.6.1* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/pyasn1/pyasn1)
- *pyasn1-modules==0.4.2* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... n1/pyasn1-modules)
- *rsa==4.9.1* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... stuvel/python-rsa)
- *cffi==1.17.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /python-cffi/cffi)
- *pycparser==2.22* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /eliben/pycparser)
- *ecdsa==0.19.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... zzer/python-ecdsa)

### Data Science & Analytics Foundation
- *numpy==2.2.6* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github ... om/numpy/numpy)
- *pandas==2.3.2* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... pandas-dev/pandas)
- *scipy==1.16.1* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github ... om/scipy/scipy)
- *matplotlib==3.10.6* - [PSF License](https://github.co ... n/LICENSE/LICENSE) - [Website](https://github.co ... lotlib/matplotlib)
- *seaborn==0.13.2* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/mwaskom/seaborn)
- *plotly==6.3.0* - [MIT License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... /plotly/plotly.py)
- *scikit-learn==1.7.1* - [BSD-3-Clause License](https://github.co ... blob/main/COPYING) - [Website](https://github.co ... earn/scikit-learn)
- *pyarrow==21.0.0* - [Apache-2.0 License](https://github.co ... /main/LICENSE.txt) - [Website](https://github ... m/apache/arrow)
- *contourpy==1.3.3* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ntourpy/contourpy)
- *cycler==0.12.1* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... matplotlib/cycler)
- *fonttools==4.59.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... nttools/fonttools)
- *kiwisolver==1.4.9* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/nucleic/kiwi)

### Reliability Engineering Core
- *lifelines==0.30.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... onPilon/lifelines)
- *reliability==0.9.0* - [LGPL-3.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... id854/reliability)
- *autograd==1.8.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/HIPS/autograd)
- *autograd-gamma==0.5.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... on/autograd-gamma)
- *statsmodels==0.14.5* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... odels/statsmodels)
- *patsy==1.0.1* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github ... m/pydata/patsy)
- *formulaic==1.2.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... wardrop/formulaic)

### Machine Learning & AI Frameworks
- *torch==2.8.0+cpu* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/pytorch/pytorch)
- *torchaudio==2.8.0+cpu* - [BSD-2-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/pytorch/audio)
- *torchvision==0.23.0+cpu* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /pytorch/vision)
- *torchmetrics==1.8.2* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... g-AI/torchmetrics)
- *keras==3.11.3* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /keras-team/keras)
- *tf-keras==2.15.0* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... ras-team/tf-keras)
- *transformers==4.56.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... face/transformers)
- *huggingface-hub==0.34.4* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... e/huggingface_hub)
- *sentence-transformers==5.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ence-transformers)
- *tokenizers==0.22.0* - [Apache-2.0 License](https://github.co ... b/main/LICENSE.md) - [Website](https://github.co ... ngface/tokenizers)
- *safetensors==0.6.2* - [Apache-2.0 License](https://github.co ... b/main/LICENSE.md) - [Website](https://github.co ... gface/safetensors)
- *joblib==1.5.2* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github. ... m/joblib/joblib)
- *xgboost==3.0.4* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github ... m/dmlc/xgboost)
- *lightgbm==4.6.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... icrosoft/LightGBM)
- *threadpoolctl==3.6.0* - [BSD-3-Clause License](https://github.co ... blob/main/COPYING) - [Website](https://github.co ... lib/threadpoolctl)

### Deep Learning Support (TensorFlow Ecosystem)
- *tensorflow-cpu==2.20.0* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... orflow/tensorflow)
- *tensorboard==2.20.0* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... rflow/tensorboard)
- *tensorboard-data-server==0.7.2* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... rflow/tensorboard)
- *astunparse==1.6.3* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... civall/astunparse)
- *gast==0.6.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... -sans-paille/gast)
- *google-pasta==0.2.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/google/pasta)
- *grpcio==1.74.0* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://githu ... com/grpc/grpc)
- *libclang==18.1.1* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ghingnow/libclang)
- *ml-dtypes==0.5.3* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /jax-ml/ml_dtypes)
- *opt-einsum==3.4.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... asmith/opt_einsum)
- *protobuf==6.32.0* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... lbuffers/protobuf)
- *termcolor==3.1.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... rmcolor/termcolor)
- *wrapt==1.17.3* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... amDumpleton/wrapt)

### PyTorch Lightning & MLOps
- *lightning==2.5.4* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... ning-AI/lightning)
- *lightning-utilities==0.15.2* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ning-AI/utilities)
- *pytorch-lightning==2.5.4* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... pytorch-lightning)
- *mlflow==3.3.2* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/mlflow/mlflow)
- *mlflow-skinny==3.3.2* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/mlflow/mlflow)
- *mlflow-tracing==3.3.2* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/mlflow/mlflow)
- *databricks-sdk==0.65.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... databricks-sdk-py)
- *optree==0.17.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /metaopt/optree)

### Natural Language Processing
- *spacy==3.8.7* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/explosion/spaCy)
- *spacy-legacy==3.0.12* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... sion/spacy-legacy)
- *spacy-loggers==1.0.5* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... ion/spacy-loggers)
- *nltk==3.9.1* - [Apache-2.0 License](https://github.co ... velop/LICENSE.txt) - [Website](https://githu ... com/nltk/nltk)
- *thinc==8.3.6* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/explosion/thinc)
- *blis==1.3.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... osion/cython-blis)
- *catalogue==2.0.10* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... plosion/catalogue)
- *cloudpathlib==0.22.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... aorg/cloudpathlib)
- *confection==0.1.5* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... losion/confection)
- *cymem==2.0.11* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/explosion/cymem)
- *langcodes==3.5.0* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... /rspeer/langcodes)
- *language-data==1.3.0* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... eer/language_data)
- *marisa-trie==1.3.1* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... tries/marisa-trie)
- *murmurhash==1.0.13* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... losion/murmurhash)
- *preshed==3.0.10* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... explosion/preshed)
- *srsly==2.5.1* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/explosion/srsly)
- *typer==0.17.3* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /tiangolo/typer)
- *wasabi==1.1.3* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /explosion/wasabi)
- *weasel==0.4.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /explosion/weasel)

### File Processing & Document Handling
- *Jinja2==3.1.6* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github. ... m/pallets/jinja)
- *MarkupSafe==3.0.2* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... allets/markupsafe)
- *et-xmlfile==2.0.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... yexcel/et_xmlfile)
- *lxml==6.0.1* - [BSD-3-Clause License](https://github.co ... aster/LICENSE.txt) - [Website](https://githu ... com/lxml/lxml)

### Configuration & Serialization
- *PyYAML==6.0.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/yaml/pyyaml)
- *toml==0.10.2* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://githu ... com/uiri/toml)
- *tomlkit==0.13.3* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... sdispater/tomlkit)
- *python-dotenv==1.1.1* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... mar/python-dotenv)
- *attrs==25.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ython-attrs/attrs)
- *msgpack==1.1.1* - [Apache-2.0 License](https://github.co ... blob/main/COPYING) - [Website](https://github.co ... ck/msgpack-python)
- *jsonschema==4.25.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... schema/jsonschema)
- *jsonschema-specifications==2025.4.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ma-specifications)
- *referencing==0.36.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... chema/referencing)
- *rpds-py==0.27.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/crate-py/rpds)
- *ruamel.yaml==0.18.15* - [MIT License](https://sourcefor ... ault/tree/LICENSE) - [Website](https://sourcefor ... ects/ruamel-yaml/)
- *ruamel.yaml.clib==0.2.12* - [MIT License](https://sourcefor ... ault/tree/LICENSE) - [Website](https://sourcefor ... ruamel-yaml-clib/)

### System Utilities & Monitoring
- *psutil==7.0.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /giampaolo/psutil)
- *watchdog==6.0.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... khargosh/watchdog)
- *APScheduler==3.11.0* - [MIT License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... nholm/apscheduler)
- *schedule==1.2.2* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/dbader/schedule)
- *opentelemetry-api==1.36.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ntelemetry-python)
- *opentelemetry-sdk==1.36.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ntelemetry-python)
- *opentelemetry-semantic-conventions==0.57b0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ntelemetry-python)
- *prometheus-client==0.22.1* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... eus/client_python)

### Command Line & User Interface
- *click==8.2.1* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github. ... m/pallets/click)
- *rich==14.1.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/Textualize/rich)
- *tqdm==4.67.1* - [MPL-2.0 License](https://github.co ... blob/main/LICENCE) - [Website](https://githu ... com/tqdm/tqdm)
- *colorama==0.4.6* - [BSD-3-Clause License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... /tartley/colorama)
- *colorlog==6.9.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... g/python-colorlog)
- *shellingham==1.5.4* - [ISC License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ugaku/shellingham)
- *markdown-it-py==4.0.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ks/markdown-it-py)
- *mdurl==0.1.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... utablebooks/mdurl)
- *Pygments==2.19.2* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... pygments/pygments)

### Async & Concurrency Support
- *anyio==4.10.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/agronholm/anyio)
- *trio==0.30.0* - [MIT/Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /python-trio/trio)
- *trio-websocket==0.12.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... io/trio-websocket)
- *websocket-client==1.8.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /websocket-client)
- *wsproto==1.2.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... hon-hyper/wsproto)
- *sniffio==1.3.1* - [MIT/Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... thon-trio/sniffio)
- *outcome==1.3.0.post0* - [MIT/Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... thon-trio/outcome)
- *sortedcontainers==2.4.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... -sortedcontainers)

### Caching & Performance
- *cachetools==5.5.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/tkem/cachetools)
- *CacheControl==0.14.3* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /psf/cachecontrol)
- *diskcache==5.6.3* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /python-diskcache)

### Flask Ecosystem
- *Flask==3.1.2* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github. ... m/pallets/flask)
- *Werkzeug==3.1.3* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... /pallets/werkzeug)
- *itsdangerous==2.2.0* - [BSD-3-Clause License](https://github.co ... /main/LICENSE.txt) - [Website](https://github.co ... lets/itsdangerous)
- *blinker==1.9.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... llets-eco/blinker)

### GraphQL Support
- *graphene==3.4.3* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... l-python/graphene)
- *graphql-core==3.2.6* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... thon/graphql-core)
- *graphql-relay==3.2.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /graphql-relay-py)

### Web Scraping & Automation
- *beautifulsoup4==4.13.5* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... on/BeautifulSoup4)
- *selenium==4.35.0* - [Apache-2.0 License](https://github.co ... lob/trunk/LICENSE) - [Website](https://github.co ... leniumHQ/selenium)
- *webdriver-manager==4.0.2* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... webdriver_manager)
- *soupsieve==2.8* - [MIT License](https://github.co ... b/main/LICENSE.md) - [Website](https://github.co ... essuser/soupsieve)
- *PySocks==1.7.1* - [BSD-3-Clause License](https://github.co ... aster/LICENSE.txt) - [Website](https://github. ... /Anorov/PySocks)

### Computer Vision
- *pillow==11.3.0* - [HPND License (PIL License)](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... hon-pillow/Pillow)
- *opencv-python-headless==4.12.0.88* - [Apache-2.0 License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... ncv/opencv-python)

### Scientific Computing
- *sympy==1.14.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github ... om/sympy/sympy)
- *networkx==3.5* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... networkx/networkx)
- *h5py==3.14.0* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://githu ... com/h5py/h5py)
- *mpmath==1.3.0* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/mpmath/mpmath)
- *cloudpickle==3.1.1* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... dpipe/cloudpickle)
- *mplcursors==0.7* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... nntzer/mplcursors)

### Logging & Structured Logging
- *loguru==0.7.3* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/Delgan/loguru)
- *structlog==25.4.0* - [MIT/Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/hynek/structlog)

### Deployment & Build Tools
- *GitPython==3.1.45* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... elopers/GitPython)
- *gitdb==4.0.12* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... -developers/gitdb)
- *smmap==5.0.2* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... -developers/smmap)
- *fsspec==2025.9.0* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... c/filesystem_spec)
- *docker==7.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /docker/docker-py)
- *setuptools==80.9.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/pypa/setuptools)
- *wheel==0.45.1* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://githu ... om/pypa/wheel)
- *hatchling==1.27.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://githu ... om/pypa/hatch)
- *build==1.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://githu ... om/pypa/build)
- *pyproject-hooks==1.2.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... a/pyproject-hooks)

### Package Management & Metadata
- *packaging==25.0* - [Apache-2.0/BSD-2-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /pypa/packaging)
- *platformdirs==4.4.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... dirs/platformdirs)
- *filelock==3.19.1* - [Unlicense](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /tox-dev/filelock)
- *importlib-metadata==8.7.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... mportlib_metadata)
- *typing-extensions==4.14.1* - [PSF License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... typing_extensions)
- *zipp==3.23.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/jaraco/zipp)
- *distlib==0.4.0* - [PSF License](https://github.co ... /main/LICENSE.txt) - [Website](https://github ... m/pypa/distlib)
- *trove-classifiers==2025.8.26.11* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... trove-classifiers)

### Regex & Text Processing
- *regex==2025.9.1* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... arnett/mrab-regex)
- *pyparsing==3.2.3* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... parsing/pyparsing)
- *six==1.17.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/benjaminp/six)
- *defusedxml==0.7.1* - [PSF License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /tiran/defusedxml)

### Time & Date Handling
- *python-dateutil==2.9.0.post0* - [Apache-2.0/BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... dateutil/dateutil)
- *pytz==2025.2* - [MIT License](https://github.co ... aster/LICENSE.txt) - [Website](https://github ... om/stub42/pytz)
- *tzdata==2025.2* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/python/tzdata)
- *tzlocal==5.3.1* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... m/regebro/tzlocal)

### Data Formats & Serialization
- *marshmallow==4.0.1* - [MIT License](https://github.co ... /blob/dev/LICENSE) - [Website](https://github.co ... -code/marshmallow)
- *flatbuffers==25.2.10* - [Apache-2.0 License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... oogle/flatbuffers)
- *frozenlist==1.7.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... o-libs/frozenlist)
- *multidict==6.6.4* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... io-libs/multidict)
- *propcache==0.3.2* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... io-libs/propcache)
- *yarl==1.20.1* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/aio-libs/yarl)

### Additional Utilities
- *tenacity==9.1.2* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/jd/tenacity)
- *smart-open==7.3.0.post1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... logies/smart_open)
- *absl-py==2.3.1* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /abseil/abseil-py)
- *annotated-types==0.7.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... s/annotated-types)
- *boolean.py==5.0* - [BSD-2-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... astikr/boolean.py)
- *cyclonedx-python-lib==9.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... lonedx-python-lib)
- *dparse==0.6.4* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/pyupio/dparse)
- *hf-xet==1.1.9* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... uggingface/hf-xet)
- *interface-meta==1.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... op/interface_meta)
- *license-expression==30.4.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... icense-expression)
- *packageurl-python==0.17.5* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... packageurl-python)
- *pbr==7.0.1* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... m/openstack/pbr)
- *py-mini-racer==0.6.0* - [ISC License](https://github.co ... b/main/LICENSE.md) - [Website](https://github.co ... qreen/PyMiniRacer)
- *py-serializable==2.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... dpah/serializable)
- *ripgrep==14.1.0* - [MIT License](https://github.co ... aster/LICENSE-MIT) - [Website](https://github.co ... urntSushi/ripgrep)
- *sproto==0.1.4* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/aio-libs/sproto)
- *sqlparse==0.5.3* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... albrecht/sqlparse)
- *stevedore==5.5.0* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... enstack/stevedore)
- *typing-inspection==0.4.1* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... yi/typing_inspect)
- *virtualenv==20.34.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/pypa/virtualenv)
- *narwhals==2.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... hals-dev/narwhals)
- *nodeenv==1.9.1* - [BSD-3-Clause License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... /ekalinin/nodeenv)
- *cfgv==3.4.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/asottile/cfgv)
- *identify==2.6.13* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... e-commit/identify)

### Development Tools
- *black==25.1.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://githu ... com/psf/black)
- *google-auth==2.40.3* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... th-library-python)
- *iniconfig==2.1.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... est-dev/iniconfig)
- *isort==6.0.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/PyCQA/isort)
- *Mako==1.3.10* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... m/sqlalchemy/mako)
- *Markdown==3.8.2* - [BSD-3-Clause License](https://github.co ... master/LICENSE.md) - [Website](https://github.co ... Markdown/markdown)
- *mypy==1.17.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... om/python/mypy)
- *mypy-extensions==1.1.0* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... n/mypy_extensions)
- *namex==0.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... /keras-team/namex)
- *pathspec==0.12.1* - [MPL-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... z/python-pathspec)
- *pip==25.2* - [MIT License](https://github.co ... /main/LICENSE.txt) - [Website](https://gith ... com/pypa/pip)
- *pip-api==0.0.34* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://githu ... om/di/pip-api)
- *pip-audit==2.9.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /pypa/pip-audit)
- *pip-licenses==5.0.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... on49/pip-licenses)
- *pip-requirements-parser==32.0.1* - [MIT License](https://gith ... com/nexB/pip-𔙁-requirements-parser/blob/main/LICENSE) - [Website](https://gith ... com/nexB/pip-𔙁-requirements-parser)
- *pluggy==1.6.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... pytest-dev/pluggy)
- *prettytable==3.16.0* - [BSD-3-Clause License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... zband/prettytable)
- *pytest==8.4.2* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... pytest-dev/pytest)
- *pytest-asyncio==1.1.0* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ev/pytest-asyncio)
- *pytest-cov==7.0.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... st-dev/pytest-cov)
- *pytest-mock==3.15.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... t-dev/pytest-mock)
- *pytest-timeout==2.4.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ev/pytest-timeout)
- *pytest-xdist==3.8.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... -dev/pytest-xdist)
- *ruff==0.12.12* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /astral-sh/ruff)
- *safety==3.6.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... m/pyupio/safety)
- *safety-schemas==0.0.14* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... io/safety-schemas)
- *tomli==2.2.1* - [MIT License](https://github.co ... b/main/LICENSE.md) - [Website](https://github ... m/hukkin/tomli)
- *wcwidth==0.2.13* - [MIT License](https://github.co ... ob/master/LICENSE) - [Website](https://github. ... /jquast/wcwidth)
- *flake8==7.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/PyCQA/flake8)
- *pycodestyle==2.14.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... PyCQA/pycodestyle)
- *pyflakes==3.4.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github. ... /PyCQA/pyflakes)
- *mccabe==0.7.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/PyCQA/mccabe)
- *bandit==1.8.6* - [Apache-2.0 License](https://github.co ... blob/main/LICENSE) - [Website](https://github ... m/PyCQA/bandit)
- *pre-commit==4.3.0* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... commit/pre-commit)
- *execnet==2.1.1* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ytest-dev/execnet)
- *coverage==7.10.6* - [Apache-2.0 License](https://github.co ... aster/LICENSE.txt) - [Website](https://github.co ... nedbat/coveragepy)
- *factory-boy==3.3.3* - [MIT License](https://github.co ... blob/main/LICENSE) - [Website](https://github.co ... ryBoy/factory_boy)
- *Faker==37.6.0* - [MIT License](https://github.co ... aster/LICENSE.txt) - [Website](https://github ... m/joke2k/faker)
- *sentencepiece==0.2.1* - [Apache-2.0 License](https://github.co ... ob/master/LICENSE) - [Website](https://github.co ... gle/sentencepiece)


Other Comments:

thank you.

1. the relysam application - it has been ensured that it always uses GNU/Linux and not Linux when refering to OS.

2. Included both Licenses in root of application. required licenses headers on each sourcecode ind\cluding documentation.

a. GNU GENERAL PUBLIC LICENSE, Version 3, 29 June 2007. Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
 

b.GNU Free Documentation License, Version 1.3, 3 November 2008, Copyright (C) 2000, 2001, 2002, 2007, 2008 Free Software Foundation, Inc. <https://fsf.org/>.

3. it has been ensured that list your dependencies with links to their licensing conditions.

4. I have selected NonGNU correctly.

5. as the .tar.gz file is updated, i am not able to reply from UI to your email, hence submitting again.

Thank you


Tarball URL:

https://savannah. ... 027_010119.tar.gz


- <_401308>

 

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