I think that we definitely should have support for DataFrames model, but am not sure whether we should adjust internal Beam functionality to partially match it to get a similar feel in some places (but not the others). I'd rather keep everything Beam-specific here, and implement a more robust DataFrames model in a separate layer, and then maybe adjust Beam model if there are common things
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