Update Sampling API prior to MTMG integration.#4646

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ChuckHastings wants to merge 3 commits intorapidsai:branch-24.10from ChuckHastings:update_sampling_api

+533-100

Commits on Sep 4, 2024

first cut at new sampling function definition to clean up things before MTMG integration
ChuckHastings
committed

Commits on Sep 5, 2024

updates to remove builder pattern, also rename functions and mark old ones as deprecated
ChuckHastings
committed

Commits on Sep 11, 2024

Add Implementation
ChuckHastings
committed