Performance of `iloc` can be 200x slower than `__getitem__`

[devin-petersohn]

iloc and __getitem__ have dramatically different performance:

df.iloc[:, 0]
df[df.columns[0]]

The first can be as much as 200x slower. We must handle slices better internally for performance.