If you want to write declarative assertions and avoid boilerplate code in your unit tests, try dirty_equals.
Link to dirty-equals.
My previous tips on testing.
Simulate External Services in Testing with Mock Objects
Validating Polars DataFrames with Pandera
Pandera: Data Validation Made Simple for Python DataFrames
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