Implementing Field interpolation API #1653

Job	Run time
cache-pixi-lock / Generate output	1m 7s
Unit tests: ubuntu \| pixi run -e test-latest tests	2m 16s
Unit tests: ubuntu \| pixi run -e test-minimum tests	2m 27s
Unit tests: ubuntu \| pixi run -e test-py311 tests	2m 18s
TypeChecking: pixi run typing	-1s
Integration: ${{ matrix.os }} \| pixi run -e ${{ matrix.pixi-environment }} tests-notebooks	-1s
merge-test-artifacts	0s
	8m 6s

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