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Format

Formatting the codebase using a set standard saves us time and mental energy. Phidata templates are pre-configured with ruff that you can run using a helper script or directly. 
./scripts/format.sh

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Validate

Linting and Type Checking add an extra layer of protection to the codebase. We highly recommending running the validate script before pushing any changes. Phidata templates are pre-configured with ruff and mypy that you can run using a helper script or directly. Checkout the pyproject.toml file for the configuration. 
./scripts/validate.sh