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motief/.mindmodel/dependencies.yaml

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# Dependencies map and recommended extras (Phase 1 authoritative)
declared:
- streamlit
- duckdb
- ibis-framework[duckdb]
- plotly
- scikit-learn
- scipy
- umap-learn
- openai # note: declared but not observed imported; review usage
- requests
observed:
- requests
- duckdb (used but sometimes import guarded)
- numpy
- pytest
grouped:
core:
- python >=3.13
- streamlit
- duckdb
- ibis-framework[duckdb]
- requests
ml:
- scikit-learn
- scipy
- umap-learn
- numpy
viz:
- plotly
testing:
- pytest
recommended_extras:
reproducibility:
- poetry (poetry.lock) or pip-tools (requirements.txt + requirements.in)
- pipx or virtualenv usage documented
linting_and_formatting:
- black
- ruff
- isort
- mypy
logging_and_monitoring:
- structlog (optional)
containerization:
- docker (already used)
heavy_analytics (optional):
- pandas
- altair
- dash (if more interactive dashboards are needed)
notes:
- Because no lockfile was present during Phase 1, adding one is high priority for reproducible CI builds.
- openai is declared but not imported anywhere in Phase 1 files; prefer to either remove or add an explicit adapter usage and tests.