Support "Sparse" and "Dense" vector typed columns in the DataFrame

[pgovind]

Result of feedback:
"In machine learnig, having the possbility to store sparse columns is really helpful instead of getting dense data which may use an incredible amount of memory."

[rosebyte]

VBufferDataFrameColumn<T> now represents both sparse and dense vectors without forcing sparse values into dense arrays.