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Use Pydantic to validate split/balance/augmentation configs #950

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@drewoldag

Feature request
PR #941 implements dataset splitting and balancing and emits several warnings and runtime errors to the user when the configuration isn't set correctly.

For configuration errors like these, we should present the user with a clean message, not a stack trace. Pydantic is already being used to validate data_request, we should do the same for split, balance and augmentation.

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