vitor-aignosi
dac4f1718f
QTZPOC-20: Implement model import workflow for .sientia bundles Introduces the import_model workflow and its associated activities to enable importing .sientia bundles into MLflow and MongoDB. This includes: * New core workflow and activity logic for handling bundle download, decryption, validation, MLflow provisioning (experiments, runs, registered versions), and MongoDB model document creation. * Comprehensive E2E and unit test suites, including a dedicated test harness and a manual run script for development. * Updated .env.example and README.md with new configurations and usage instructions. * Ensures correct MLflow model source resolution for legacy loader compatibility and robust MongoDB document management. * Refactors existing utility scripts into a scripts/ directory.
23 lines
1.0 KiB
Plaintext
23 lines
1.0 KiB
Plaintext
# Development and Testing Dependencies
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# These packages are only needed for development, testing, and code quality checks
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# Install with: pip install -r requirements-dev.txt
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# Code Quality & Linting
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ruff>=0.1.0 # Fast Python linter and formatter (replaces flake8, black, isort)
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mypy>=1.7.0 # Static type checker
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bandit>=1.7.5 # Security vulnerability scanner
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pandas-stubs>=2.0.0 # Type stubs for pandas
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types-requests>=2.31.0 # Type stubs for requests
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# Testing
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pytest>=7.4.0 # Testing framework
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pytest-cov>=4.1.0 # Coverage plugin for pytest
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pytest-asyncio>=0.21.0 # Async test support (already in main requirements)
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testcontainers[postgres,minio,mongodb] # PostgreSQL, MinIO and MongoDB containers for E2E tests
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# Development Tools
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ipython>=8.12.0 # Enhanced Python shell
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ipdb>=0.13.13 # IPython debugger
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ipykernel==6.30.1 # IPython kernel for Jupyter notebooks
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python-dotenv>=1.0.0 # .env loading for scripts/import_model_manual_run.py
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